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    <front>
        <journal-meta>
            <journal-id journal-id-type="publisher-id">JMIR</journal-id>
            <journal-id journal-id-type="nlm-ta">J Med Internet Res</journal-id>
            <journal-title>Journal of Medical Internet Research</journal-title>
            <issn pub-type="epub">1438-8871</issn>
            <publisher>
                <publisher-name>Gunther Eysenbach</publisher-name>
                <publisher-loc>JMIR Publications Inc., Toronto, Canada</publisher-loc>
            </publisher>
        </journal-meta>
        <article-meta>
            <article-id pub-id-type="publisher-id">v15i1e21</article-id>
            <article-id pub-id-type="pmid">23367505</article-id>
            <article-id pub-id-type="doi">10.2196/jmir.2297</article-id>
            <article-categories>
                <subj-group subj-group-type="article-type">
                    <subject>Original Paper</subject>
                </subj-group>
            </article-categories>
            <title-group>
                <article-title>Correlates of Health-Related Social Media Use Among Adults</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="editor">
                    <name>
                        <surname>Eysenbach</surname>
                        <given-names>Gunther</given-names>
                    </name>
                </contrib>
            </contrib-group>
            <contrib-group>
                <contrib contrib-type="reviewer">
                    <name>
                        <surname>Hartz</surname>
                        <given-names>Tobias</given-names>
                    </name>
                </contrib>
            </contrib-group>
            <contrib-group>
                <contrib contrib-type="author" id="contrib1" corresp="yes" equal-contrib="yes">
                    <name name-style="western">
                        <surname>Thackeray</surname>
                        <given-names>Rosemary</given-names>
                    </name>
                    <degrees>MPH, PhD</degrees>
                    <xref ref-type="aff" rid="aff1">1</xref>
                    <address>
                        <institution>Brigham Young University</institution>
                        <institution>Department of Health Science</institution>
                        <addr-line>221 Richards Building</addr-line>
                        <addr-line>Provo, UT, 84602</addr-line>
                        <country>United States</country>
                        <phone>1 801 422 1704</phone>
                        <fax>1 801 422 0273</fax>
                        <email>rosemary_thackeray@byu.edu</email>
                    </address>
                </contrib>
                <contrib contrib-type="author" id="contrib2" equal-contrib="yes">
                    <name name-style="western">
                        <surname>Crookston</surname>
                        <given-names>Benjamin T</given-names>
                    </name>
                    <degrees>MPH, PhD</degrees>
                    <xref ref-type="aff" rid="aff1">1</xref>
                </contrib>
                <contrib contrib-type="author" id="contrib3" equal-contrib="yes">
                    <name name-style="western">
                        <surname>West</surname>
                        <given-names>Joshua H</given-names>
                    </name>
                    <degrees>MPH, PhD</degrees>
                    <xref ref-type="aff" rid="aff1">1</xref>
                </contrib>
            </contrib-group>
            <aff id="aff1" rid="aff1">
                <sup>1</sup>
                <institution>Brigham Young University</institution>
                <institution>Department of Health Science</institution>
                <addr-line>Provo, UT</addr-line>
                <country>United States</country>
            </aff>
            <pub-date pub-type="collection">
                <month>01</month>
                <year>2013</year>
            </pub-date>
            <pub-date pub-type="epub">
                <day>30</day>
                <month>01</month>
                <year>2013</year>
            </pub-date>
            <volume>15</volume>
            <issue>1</issue>
            <elocation-id>e21</elocation-id>
            <!--history from ojs - api-xml-->
            <history>
                <date date-type="received">
                    <day>02</day>
                    <month>08</month>
                    <year>2012</year>
                </date>
                <date date-type="rev-request">
                    <day>06</day>
                    <month>10</month>
                    <year>2012</year>
                </date>
                <date date-type="rev-recd">
                    <day>11</day>
                    <month>10</month>
                    <year>2012</year>
                </date>
                <date date-type="accepted">
                    <day>17</day>
                    <month>10</month>
                    <year>2012</year>
                </date>
            </history>
            <!--(c) the authors - correct author names and publication date here if necessary. Date in form ', dd.mm.yyyy' after jmir.org-->
            <copyright-statement>&#169;Rosemary Thackeray, Benjamin T. Crookston, Joshua H. West. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 30.01.2013. </copyright-statement>
            <copyright-year>2013</copyright-year>
            <license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by/2.0/">
                <p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in the Journal of Medical Internet Research, is properly cited. The complete bibliographic information, a link to the original publication on http://www.jmir.org/, as well as this copyright and license information must be included.</p>
            </license>
            <self-uri xlink:href="http://www.jmir.org/2013/1/e21/" xlink:type="simple" />
            <abstract>
                <sec sec-type="background">
                    <title>Background</title>
                    <p>Sixty percent of Internet users report using the Internet to look for health information. Social media sites are emerging as a potential source for online health information. However, little is known about how people use social media for such purposes.</p>
                </sec>
                <sec sec-type="objectives">
                    <title>Objectives</title>
                    <p>The purpose of this study was two-fold: (1) to establish the frequency of various types of online health-seeking behaviors, and (2) to identify correlates of 2 health-related online activities, social networking sites (SNS) for health-related activities and consulting online user-generated content for answers about health care providers, health facilities, or medical treatment.</p>
                </sec>
                <sec sec-type="methods">
                    <title>Methods</title>
                    <p>The study consisted of a telephone survey of 1745 adults who reported going online to look for health-related information. Four subscales were created to measure use of online resources for (1) using SNS for health-related activities; (2) consulting online rankings and reviews of doctors, hospitals or medical facilities, and drugs or medical treatments; (3) posting a review online of doctors, hospitals or medical facilities, and drugs or medical treatments, and (4) posting a comment or question about health or medical issues on various social media. Univariate and multivariate logistic regression analyses were performed.</p>
                </sec>
                <sec sec-type="results">
                    <title>Results</title>
                    <p>Respondents consulted online rankings or reviews (41.15%), used SNS for health (31.58%), posted reviews (9.91%), and posted a comment, question, or information (15.19%). Respondents with a chronic disease were nearly twice as likely to consult online rankings (odds ratio [OR] 2.09, 95% CI 1.66-2.63, <italic>P</italic>&#60;.001). Lower odds of consulting online reviews were associated with less formal education (OR 0.49, 95% CI 0.37-0.65, <italic>P</italic>&#60;.001) and being male (OR 0.71, 95% CI 0.57-0.87, <italic>P</italic>&#60;.001). Respondents with higher incomes were 1.5 times as likely to consult online rankings or reviews (OR 1.49, 95% CI 0.10-2.24, <italic>P</italic>=.05), than respondents with a regular provider (OR 2.05, 95% CI 1.52-2.78, <italic>P</italic>&#60;.001), or living in an urban/suburban location (OR 1.61, 95% CI 1.17-2.22, <italic>P</italic>&#60;.001). Older respondents were less likely to use SNS for health-related activities (OR 0.96, 95% CI 0.95-0.97, <italic>P</italic>&#60;.001), as were males (OR 0.70, 95% CI 0.56-0.87, <italic>P</italic>&#60;.001), whereas respondents with a regular provider had nearly twice the likelihood of using SNS for health-related activities (OR 1.89, 95% CI 1.43-2.52, <italic>P</italic>&#60;.001).</p>
                </sec>
                <sec sec-type="conclusions">
                    <title>Conclusions</title>
                    <p>People are using social media for seeking health information. However, individuals are more likely to consume information than they are to contribute to the dialog. The inherent value of &#8220;social&#8221; in social media is not being captured with online health information seeking. People with a regular health care provider, chronic disease, and those in younger age groups are more likely to consult online rankings and reviews and use SNS for health-related activities.</p>
                </sec>
            </abstract>
            <kwd-group>
                <kwd>social media</kwd>
                <kwd>Internet</kwd>
                <kwd>health information</kwd>
                <kwd>consumer</kwd>
            </kwd-group>
        </article-meta>
    </front>
    <body>
        <sec sec-type="introduction">
            <title>Introduction</title>
            <p>The Internet is becoming an increasingly common source of health information. Approximately 60% of Internet users report using the Internet to look for health information [<xref ref-type="bibr" rid="ref1">1</xref>,<xref ref-type="bibr" rid="ref2">2</xref>]. In addition to seeking health information, Wen et al [<xref ref-type="bibr" rid="ref3">3</xref>] found that 15% of Internet users also tracked personal health information on the Internet. Determinants of seeking health information online include education, gender, race, age, presence of children in the home, having a poor personal health condition, and geographic residence [<xref ref-type="bibr" rid="ref1">1</xref>,<xref ref-type="bibr" rid="ref4">4</xref>-<xref ref-type="bibr" rid="ref7">7</xref>]. Similarly, predictors of using the Internet to track personal health information include gender, race, education, and having a health care provider [<xref ref-type="bibr" rid="ref3">3</xref>].</p>
            <p>Historically, online health seeking meant visiting an agency- or organization-sponsored website. Recently, social media sites are emerging as a potential source of online health information [<xref ref-type="bibr" rid="ref8">8</xref>]. Social media refers to &#8220;activities, practices, and behaviors among communities of people who gather online to share information, knowledge, and opinions using conversational media&#8221; [<xref ref-type="bibr" rid="ref9">9</xref>]. These social media are broadly categorized as forums and message boards, review and opinion sites, social networks (eg, Facebook), blogging and microblogging (eg, Twitter), bookmarking, and media sharing (eg, YouTube) [<xref ref-type="bibr" rid="ref10">10</xref>].</p>
            <p>Individual use of social media is steadily increasing. Nearly two-thirds (65%) of adult Internet users in the United States are involved with a type of social media called <italic>social networking sites</italic> (SNS), such as MySpace, Facebook, or LinkedIn [<xref ref-type="bibr" rid="ref11">11</xref>]. Technorati currently registers over 1.3 million blogs [<xref ref-type="bibr" rid="ref12">12</xref>], 13 percent of Internet users (140 million people) have a Twitter account [<xref ref-type="bibr" rid="ref13">13</xref>,<xref ref-type="bibr" rid="ref14">14</xref>], and Facebook has 955 million active users [<xref ref-type="bibr" rid="ref15">15</xref>]. By 2015, it is estimated that the number of individuals and corporations who have social networking accounts will reach over 3 billion [<xref ref-type="bibr" rid="ref16">16</xref>].</p>
            <p>Social media and SNS use varies by demographics. There are statistically significant differences in SNS use between younger and older ages and between males and females [<xref ref-type="bibr" rid="ref11">11</xref>]. However, SNS are used fairly equally across education, income, race/ethnicity, and rural and urban locations [<xref ref-type="bibr" rid="ref11">11</xref>]. Chou and colleagues [<xref ref-type="bibr" rid="ref17">17</xref>] found that age and education were predictors of 3 forms of social media use (ie, participating in online support groups, blogging, and visiting a SNS).</p>
            <p>In contrast to going online to seek health information, social media technologies allow online social media users to create, distribute, and share information independent of an organization. The level of use and involvement with social media technologies varies by individual. Bernoff and Anderson [<xref ref-type="bibr" rid="ref18">18</xref>] and Li and Bernoff [<xref ref-type="bibr" rid="ref19">19</xref>] classify individuals based on how they use social media. These classifications, although not mutually exclusive, include creators, conversationalists, critics, collectors, joiners, or spectators. Similarly, Hoffman and Novak [<xref ref-type="bibr" rid="ref20">20</xref>] identify 4 goals for social media use: create, connect, consume, and control. The main conclusion from both typologies is that the range of social media activities that people engage in varies from consuming to creating content.</p>
            <p>Despite the near ubiquity of social media use and the high prevalence of health information seeking on the Internet, there is a dearth of literature about the characteristics of people who use social media for seeking health information and how these people engage with social media. Thus, additional research is needed to determine whether social media users are primarily spectators, or if they are creators or critics. That is, are they looking for information or are they becoming part of the information creation and sharing process? Knowing the correlates of social media use for health information can allow health professionals to more accurately segment populations and tailor interventions accordingly. Therefore, the aim of this research was two-fold. First, to establish the frequency of various forms (eg, spectators, creators, or critics) of online health-seeking behaviors. Second, this research seeks to identify correlates of 2 health-related online activities: (1) using SNS for health-related activities, and (2) consulting online user-generated content for answers about health care providers, health facilities, or medical treatment.</p>
        </sec>
        <sec sec-type="methods">
            <title>Methods</title>
            <sec>
                <title>Data Source and Sample</title>
                <p>The data for this study were taken from the 2010 Health Tracking Survey conducted by Princeton Survey Research on behalf of the Pew Internet &#38; American Life Project [<xref ref-type="bibr" rid="ref21">21</xref>]. The data were collected during August to September 2010 through a telephone survey that included both cell phones and landlines. A random digit method was used to select participants who were US residents, aged 18 years and older, and who spoke English (n=3001). Data were weighted to the most recent US Census Bureau&#8217;s Current Population Survey. Data were stripped of identifying information and made available to the public. For the current study, inclusion criteria were adults who used the Internet at least occasionally (Pew question Q6a) and who reported going online to look for health-related information (Pew question healthseek). The final sample size was 1745.</p>
            </sec>
            <sec>
                <title>Measures</title>
                <sec>
                    <title>Demographic, Socioeconomic, and Health Status</title>
                    <p>Demographic, socioeconomic, and health status covariates included ethnicity, education, income, gender, age, race, marital status, having a chronic health condition, geographic community type, health insurance status, and having a family doctor or health care professional. Response categories for race, education, and marital status were collapsed to account for small cell sizes.</p>
                    <p>To measure an individual&#8217;s level of social media health engagement, we created 4 subscales based on related survey items. Each of the response variables were dichotomous and coded as yes or no. We calculated Cronbach alpha to estimate internal reliability for each scale.</p>
                </sec>
                <sec>
                    <title>Used Social Networking Sites for Health-Related Activities</title>
                    <p>The 5 questions that focused on using SNS for health-related activities included (1) get health information, (2) start or join a health-related group, (3) follow your friend&#8217;s personal health experiences or health updates, (4) raise money or draw attention to a health-related issue or cause, and (5) remember or memorialize others who suffered from a certain health condition (Pew questions Q26a-e). The composite scale had an internal reliability of Cronbach alpha=.66</p>
                </sec>
                <sec>
                    <title>Consulted Online Rankings or Reviews</title>
                    <p>Three questions focused on consulting online rankings or reviews of (1) doctors or other providers, (2) hospitals or other medical facilities, and (3) particular drugs or medical treatments (Pew questions Q29a-c; Cronbach alpha=.69).</p>
                </sec>
                <sec>
                    <title>Posted a Review Online</title>
                    <p>Three questions focused on whether respondents had posted a review online of (1) a doctor, (2) a hospital, or (3) his/her experiences with a particular drug or medical treatment (Pew questions Q29d-f; Cronbach alpha=.61)</p>
                </sec>
                <sec>
                    <title>Posted a Comment or Question on Social Media</title>
                    <p>Five questions asked if respondents had posted comments, questions, or information about health or medical issues on various social media. These included (1) an online discussion, a listserv, or other online group forum, (2) a blog, (3) a social networking site, such as Facebook, MySpace, or LinkedIn, (4) Twitter or another status update site, and (5) a website of any kind, such as a health site or news site that allows comments and discussion (Pew questions Q25a-e; Cronbach alpha=.80)</p>
                </sec>
            </sec>
            <sec>
                <title>Data Analysis</title>
                <p>Unadjusted univariate analyses of demographics, socioeconomic, and health status variables with each social media&#8211;health engagement scale were computed. Variables that were significantly associated with the dependent variable were included in a multivariate regression model. Multivariate logistic regression analysis was performed with social media health engagement as the dependent variable and the demographics, socioeconomic, and health status variables as covariates. All analyses were conducted using IBM SPSS Statistics version 20 (IBM Corp, Armonk, NY, USA).</p>
            </sec>
        </sec>
        <sec sec-type="results">
            <title>Results</title>
            <sec>
                <title>Demographic Characteristics</title>
                <p>More than half of the study sample was female (56.16%, 980/1745) and white (79.20%, 1382/1745) (see <xref ref-type="table" rid="table1">Table 1</xref>). College graduates comprised 39.43% (689/1745) of the sample, 29.46% (514/1745) reported a household income between US $75,000 and $150,000, and 86.88% (1516/1745) reported having health insurance. Respondents reported consulting online rankings or reviews (41.15%, 718/1745) and using SNS for health (31.58%, 551/1745) more than they reported contributing content through posting reviews of doctors, hospitals, drugs, or medical treatments (9.91%, 173/1745), or posting a comment, question, or information about health or medical issues on a blog, SNS, Twitter, website, or online discussion or forum (15.19%, 265/1745).</p>
            </sec>
            <sec>
                <title>Correlates of Social Media Health Engagement and Regression Analyses</title>
                <p>Regression analyses revealed few correlates for posting reviews of a doctor, hospital, drug, or medical treatment (chronic disease, income, age, health insurance) and for posting a comment, question, or information on various social media sites (chronic disease, age, marital status). Therefore, the further analysis and data presented here are limited to using SNS for health and consulting online rankings or reviews.</p>
                <p>An examination of correlates of consulting online rankings or reviews identifies several factors that are associated with higher use of online rankings and reviews (see <xref ref-type="table" rid="table2">Table 2</xref>). For example, approximately half (49.27%, 339/688) of those with a college degree reported using online rankings or reviews compared with 40.71% (204/501) of those with some college and 31.50% (172/546) of those with a high school education or less. Factors associated with use of SNS for health included income, gender, age, marital status, and having a personal or family doctor or health care provider.</p>
            </sec>
            <sec>
                <title>Unadjusted Regression Analyses for Consulting Online Rankings</title>
                <p>Unadjusted regression analyses revealed numerous factors associated with consulting online rankings or reviews of doctors, hospitals, drugs, or medical treatments (see <xref ref-type="table" rid="table3">Table 3</xref>). Having a chronic disease, reporting a higher annual income, living in an urban/suburban location, reporting health insurance coverage, and having a regular health care provider were each independently associated with increased odds of consulting online rankings. Decreased odds were observed among older respondents, those who were unmarried, those with lower levels of education, males, and those who were black/African American.</p>
            </sec>
            <sec>
                <title>Unadjusted Regression Analyses for Using Social Networking Sites for Health</title>
                <p>
                    <xref ref-type="table" rid="table4">Table 4</xref> presents the results of the unadjusted regression analyses for using SNS for health-related activities, such as getting information, joining a group, following friends&#8217; health experiences, raising money, increasing awareness, or remembering or memorializing others. Older respondents and males were each less likely to engage in such behaviors. Respondents who reported being unmarried or having a regular health care provider were more likely to use SNS for health-related purposes.</p>
            </sec>
            <sec>
                <title>Adjusted Regression Analyses for Consulting Online Rankings</title>
                <p>Results from adjusted regression analyses (see <xref ref-type="table" rid="table3">Table 3</xref>) revealed that respondents with a chronic disease were nearly twice as likely to consult online rankings as respondents who were free of chronic disease (OR 2.09, 95% CI 1.66-2.63, <italic>P</italic>&#60;.001). For levels of education, high school or less (OR 0.49, 95% CI 0.37-0.66, <italic>P</italic>&#60;.001) and some college (OR 0.70, 95% CI 0.54-0.91, <italic>P</italic>=.01) were each associated with lower odds of consulting online rankings than respondents who had at least obtained a college degree. With respect to income, respondents who reported an annual income of US $75,000 to $150,000 were 1.5 times as likely to consult online rankings (OR 1.49, 95% CI 0.10-2.24, <italic>P</italic>=.05) compared to those making less than US $20,000. Males were less likely than females (OR 0.71, 95% CI 0.57-0.87, <italic>P</italic>&#60;.001), whereas respondents who have a regular provider were more than 2 times more likely to consult online rankings (OR 2.05, 95% CI 1.52-2.78, <italic>P</italic>&#60;.001). Living in an urban/suburban location was associated with a 60% increased chance of consulting rankings (OR 1.61, 95% CI 1.17-2.22, <italic>P</italic>&#60;.001). In the adjusted model, marital status, race, and insurance coverage were not significantly associated with consulting online rankings. Likewise, the influence of having a health care provider and income was attenuated.</p>
            </sec>
            <sec>
                <title>Adjusted Regression Analyses for Using Social Networking Sites for Health</title>
                <p>Adjusted odds ratios for using SNS for health-related purposes are presented in <xref ref-type="table" rid="table4">Table 4</xref>. As respondents&#8217; ages increased, their likelihood for using such sites decreased (OR 0.96, 95% CI 0.95-0.97, <italic>P</italic>&#60;.001). With respect to gender, males had lower odds than females (OR 0.70, 95% CI 0.56-0.87, <italic>P</italic>&#60;.001). Compared to respondents without a regular health care provider, respondents with a regular provider had nearly twice the likelihood of using SNS for health-related activities (OR 1.89, 95% CI 1.43-2.52, <italic>P</italic>&#60;.001), a greater influence than in the unadjusted model. Marital status was not significantly associated with using SNS for health-related activities.</p>
                <table-wrap position="float" id="table1">
                    <label>Table 1</label>
                    <caption>
                        <p>Sample characteristics (N=1745).</p>
                    </caption>
                    <table width="440" border="1" cellpadding="7" cellspacing="0" rules="groups" frame="hsides">
                        <col width="28" />
                        <col width="274" />
                        <col width="94" />
                        <thead>
                            <tr valign="top">
                                <td colspan="2">Characteristic</td>
                                <td>n (%)</td>
                            </tr>
                        </thead>
                        <tbody>
                            <tr valign="top">
                                <td colspan="2">
                                    <bold>Gender</bold>
                                </td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Male</td>
                                <td>765 (43.84)</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Female</td>
                                <td>980 (56.16)</td>
                            </tr>
                            <tr valign="top">
                                <td colspan="2">
                                    <bold>Education</bold>
                                </td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Less than high school or high school graduate</td>
                                <td>546 (31.29)</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Some college</td>
                                <td>501 (28.71)</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>College graduate or more</td>
                                <td>688 (39.43)</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Answer not give</td>
                                <td>10 (0.57)</td>
                            </tr>
                            <tr valign="top">
                                <td colspan="2">
                                    <bold>Income (US$)</bold>
                                </td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>&#60;$20,000</td>
                                <td>228 (13.07)</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>$20,000 to &#60;$40,000</td>
                                <td>347 (19.88)</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>$40,000 to &#60;$75,000</td>
                                <td>429 (24.58)</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>$75,000 to &#60;$150,000</td>
                                <td>514 (29.46)</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Don&#8217;t know or refused</td>
                                <td>227 (13.01)</td>
                            </tr>
                            <tr valign="top">
                                <td colspan="2">
                                    <bold>Race</bold>
                                </td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>White</td>
                                <td>1382 (79.20)</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Black/African American</td>
                                <td>195 (11.17)</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>All other races</td>
                                <td>136 (7.79)</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Answer not given</td>
                                <td>32 (1.83)</td>
                            </tr>
                            <tr valign="top">
                                <td colspan="2">
                                    <bold>Marital status</bold>
                                </td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Married or living with a partner</td>
                                <td>1060 (60.74)</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>All other marital status</td>
                                <td>676 (38.74)</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Answer not given</td>
                                <td>9 (0.52)</td>
                            </tr>
                            <tr valign="top">
                                <td colspan="2">
                                    <bold>Geographic community type</bold>
                                </td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Rural</td>
                                <td>228 (13.07)</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Urban/suburban</td>
                                <td>1451 (83.15)</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Answer not given</td>
                                <td>66 (3.78)</td>
                            </tr>
                            <tr valign="top">
                                <td colspan="2">
                                    <bold>Has a chronic health condition</bold>
                                </td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Yes</td>
                                <td>699 (40.06)</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>No</td>
                                <td>1046 (59.94)</td>
                            </tr>
                            <tr valign="top">
                                <td colspan="2">
                                    <bold>Has a regular health care provider</bold>
                                </td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Yes</td>
                                <td>1398 (80.11)</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>No</td>
                                <td>343 (19.66)</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Answer not given</td>
                                <td>4 (0.23)</td>
                            </tr>
                            <tr valign="top">
                                <td colspan="2">
                                    <bold>Health insurance</bold>
                                </td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Yes</td>
                                <td>1516 (86.88)</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>No</td>
                                <td>229 (13.12)</td>
                            </tr>
                            <tr valign="top">
                                <td colspan="2">
                                    <bold>Hispanic ethnicity</bold>
                                </td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Yes</td>
                                <td>182 (10.43)</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>No</td>
                                <td>1552 (88.94)</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Answer not given</td>
                                <td>11 (0.63)</td>
                            </tr>
                            <tr valign="top">
                                <td colspan="2">
                                    <bold>Post health-related comments or questions on 5 social media</bold>
                                </td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Yes</td>
                                <td>265 (15.19)</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>No</td>
                                <td>1480 (84.81)</td>
                            </tr>
                            <tr valign="top">
                                <td colspan="2">
                                    <bold>Use social networking sites for health-related information</bold>
                                </td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Yes</td>
                                <td>551 (31.58)</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>No</td>
                                <td>1194 (68.42)</td>
                            </tr>
                            <tr valign="top">
                                <td colspan="2">
                                    <bold>Consulted online rankings or reviews of doctors, hospitals, drugs, or medical treatment</bold>
                                </td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Yes</td>
                                <td>718 (41.15)</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>No</td>
                                <td>1027 (58.85)</td>
                            </tr>
                            <tr valign="top">
                                <td colspan="2">
                                    <bold>Posted a review of doctors, hospitals, drugs, or medical treatment</bold>
                                </td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Yes</td>
                                <td>173 (9.91)</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>No</td>
                                <td>1572 (90.09)</td>
                            </tr>
                        </tbody>
                    </table>
                    <table-wrap-foot>
                        <fn id="table1fn1">
                            <p>
                                <sup>a</sup> The 5 social media are online discussion, listserv or other online group forum, a blog, a social networking site, Twitter or another status update site, and a website of any kind.</p>
                        </fn>
                    </table-wrap-foot>
                </table-wrap>
                <table-wrap position="float" id="table2">
                    <label>Table 2</label>
                    <caption>
                        <p>Correlates of consulting online rankings or reviews (n=718) and use of social networking sites for health (n=551).</p>
                    </caption>
                    <table width="602" border="1" cellpadding="7" cellspacing="0" rules="groups" frame="hsides">
                        <col width="40" />
                        <col width="184" />
                        <col width="58" />
                        <col width="70" />
                        <col width="40" />
                        <col width="70" />
                        <col width="40" />
                        <thead>
                            <tr valign="bottom">
                                <td colspan="2">Sociodemographic and health characteristics</td>
                                <td>Total sample<sup>a 
				                                    </sup>(N=1745)</td>
                                <td colspan="2">Consulted online rankings or reviews</td>
                                <td colspan="2">Use social networking sites for health</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>n (%)</td>
                                <td>
                                    <italic>P</italic>
                                </td>
                                <td>n (%)</td>
                                <td>
                                    <italic>P</italic>
                                </td>
                            </tr>
                        </thead>
                        <tbody>
                            <tr valign="top">
                                <td colspan="2">
                                    <bold>Ethnicity</bold>
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>.20</td>
                                <td>
                                    <break />
                                </td>
                                <td>.26</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Hispanic/Latino</td>
                                <td>183</td>
                                <td>67 (36.61)</td>
                                <td>
                                    <break />
                                </td>
                                <td>51 (27.87)</td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Non-Hispanic/Latino</td>
                                <td>1552</td>
                                <td>644 (41.49)</td>
                                <td>
                                    <break />
                                </td>
                                <td>499 (32.15)</td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td colspan="2">
                                    <bold>Education</bold>
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>&#60;.001</td>
                                <td>
                                    <break />
                                </td>
                                <td>.21</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Less than high school diploma or a high school graduate</td>
                                <td>546</td>
                                <td>172 (31.50)</td>
                                <td>
                                    <break />
                                </td>
                                <td>160 (29.30)</td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Some college</td>
                                <td>501</td>
                                <td>204 (40.71)</td>
                                <td>
                                    <break />
                                </td>
                                <td>156 (31.14)</td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>College degree or more</td>
                                <td>689</td>
                                <td>339 (49.37)</td>
                                <td>
                                    <break />
                                </td>
                                <td>234 (33.96)</td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td colspan="2">
                                    <bold>Chronic health condition</bold>
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>&#60;.001</td>
                                <td>
                                    <break />
                                </td>
                                <td>.13</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Yes</td>
                                <td>699</td>
                                <td>347 (49.64)</td>
                                <td>
                                    <break />
                                </td>
                                <td>206 (29.47)</td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>No</td>
                                <td>1046</td>
                                <td>371 (35.47)</td>
                                <td>
                                    <break />
                                </td>
                                <td>345 (32.95)</td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td colspan="2">
                                    <bold>Income (US$)</bold>
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>&#60;.001</td>
                                <td>
                                    <break />
                                </td>
                                <td>.03</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>&#60;$20,000</td>
                                <td>228</td>
                                <td>76 (33.33)</td>
                                <td>
                                    <break />
                                </td>
                                <td>65 (28.51)</td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>$20,000 to &#60;$40,000</td>
                                <td>347</td>
                                <td>131 (37.75)</td>
                                <td>
                                    <break />
                                </td>
                                <td>119 (34.29)</td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>$40,000 to &#60;$75,000</td>
                                <td>429</td>
                                <td>167 (38.93)</td>
                                <td>
                                    <break />
                                </td>
                                <td>149 (34.73)</td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>$75,000 to &#60;$150,000</td>
                                <td>514</td>
                                <td>255 (49.61)</td>
                                <td>
                                    <break />
                                </td>
                                <td>165 (32.10)</td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Don&#8217;t know/refused</td>
                                <td>227</td>
                                <td>88 (38.77)</td>
                                <td>
                                    <break />
                                </td>
                                <td>54 (23.79)</td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td colspan="2">
                                    <bold>Gender</bold>
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>.001</td>
                                <td>
                                    <break />
                                </td>
                                <td>.001</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Male</td>
                                <td>765</td>
                                <td>280 (36.60)</td>
                                <td>
                                    <break />
                                </td>
                                <td>215 (28.10)</td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Female</td>
                                <td>979</td>
                                <td>437 (44.64)</td>
                                <td>
                                    <break />
                                </td>
                                <td>335 (34.22)</td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td colspan="2">Age</td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>&#60;.001</td>
                                <td>
                                    <break />
                                </td>
                                <td>&#60;.001</td>
                            </tr>
                            <tr valign="top">
                                <td colspan="2">
                                    <bold>Geographic community type</bold>
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>.001</td>
                                <td>
                                    <break />
                                </td>
                                <td>.09</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Rural</td>
                                <td>229</td>
                                <td>75 (32.75)</td>
                                <td>
                                    <break />
                                </td>
                                <td>61 (26.64)</td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Urban/suburban</td>
                                <td>1451</td>
                                <td>616 (42.45)</td>
                                <td>
                                    <break />
                                </td>
                                <td>468 (32.25)</td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td colspan="2">
                                    <bold>Health insurance</bold>
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>.04</td>
                                <td>
                                    <break />
                                </td>
                                <td>.64</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Yes</td>
                                <td>1516</td>
                                <td>654 (43.14)</td>
                                <td>
                                    <break />
                                </td>
                                <td>475 (31.33)</td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>No</td>
                                <td>229</td>
                                <td>64 (27.95)</td>
                                <td>
                                    <break />
                                </td>
                                <td>75 (32.75)</td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td colspan="2">
                                    <bold>Race</bold>
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>.04</td>
                                <td>
                                    <break />
                                </td>
                                <td>.52</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>White</td>
                                <td>1382</td>
                                <td>588 (42.55)</td>
                                <td>
                                    <break />
                                </td>
                                <td>444 (32.13)</td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Black/African American</td>
                                <td>195</td>
                                <td>68 (34.87)</td>
                                <td>
                                    <break />
                                </td>
                                <td>63 (32.31)</td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>All other races</td>
                                <td>136</td>
                                <td>47 (34.56)</td>
                                <td>
                                    <break />
                                </td>
                                <td>37 (27.21)</td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td colspan="2">
                                    <bold>Marital status</bold>
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>.001</td>
                                <td>
                                    <break />
                                </td>
                                <td>&#60; .001</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Married or living with a partner</td>
                                <td>1060</td>
                                <td>468 (44.15)</td>
                                <td>
                                    <break />
                                </td>
                                <td>284 (26.79)</td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>All other marital status</td>
                                <td>676</td>
                                <td>244 (36.09)</td>
                                <td>
                                    <break />
                                </td>
                                <td>264 (39.05)</td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td colspan="2">
                                    <bold>Personal or family doctor or health care professional</bold>
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>&#60;.001</td>
                                <td>
                                    <break />
                                </td>
                                <td>.047</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Yes</td>
                                <td>1398</td>
                                <td>632 (45.21)</td>
                                <td>
                                    <break />
                                </td>
                                <td>457 (32.69)</td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>No</td>
                                <td>343</td>
                                <td>83 (24.20)</td>
                                <td>
                                    <break />
                                </td>
                                <td>93 (27.11)</td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                        </tbody>
                    </table>
                    <table-wrap-foot>
                        <fn id="table2fn1">
                            <p>
                                <sup>a</sup> Total n may not equal 1745 due to missing values and rounding of weighted data.</p>
                        </fn>
                    </table-wrap-foot>
                </table-wrap>
                <table-wrap position="float" id="table3">
                    <label>Table 3</label>
                    <caption>
                        <p>Consulted online rankings or reviews of doctors, hospitals, drugs, or medical treatments.</p>
                    </caption>
                    <table width="674" border="1" cellpadding="7" cellspacing="0" rules="groups" frame="hsides">
                        <col width="22" />
                        <col width="190" />
                        <col width="76" />
                        <col width="58" />
                        <col width="40" />
                        <col width="70" />
                        <col width="64" />
                        <col width="40" />
                        <thead>
                            <tr valign="top">
                                <td colspan="2">Sociodemographic and health characteristics</td>
                                <td colspan="3">Unadjusted regression</td>
                                <td colspan="3">Adjusted regression</td>
                            </tr>
                            <tr valign="top">
                                <td colspan="2">
                                    <break />
                                </td>
                                <td>Odds ratio (SE)</td>
                                <td>95% CI</td>
                                <td>
                                    <italic>P</italic>
                                </td>
                                <td>Odds ratio (SE)</td>
                                <td>95% CI</td>
                                <td>
                                    <italic>P</italic>
                                </td>
                            </tr>
                        </thead>
                        <tbody>
                            <tr valign="top">
                                <td colspan="2">
                                    <bold>Chronic disease</bold>
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Does not have a chronic disease</td>
                                <td>1.0</td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>1.0</td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Has a chronic disease</td>
                                <td>1.79 (0.10)</td>
                                <td>1.48-2.18</td>
                                <td>&#60;.001</td>
                                <td>2.09 (0.10)</td>
                                <td>1.66-2.63</td>
                                <td>&#60;.001</td>
                            </tr>
                            <tr valign="top">
                                <td colspan="2">Age</td>
                                <td>0.96 (0.00)</td>
                                <td>
                                    <break />
                                </td>
                                <td>&#60;.001</td>
                                <td>0.99 (0.00)</td>
                                <td>0.98-0.10</td>
                                <td>.01</td>
                            </tr>
                            <tr valign="top">
                                <td colspan="2">
                                    <bold>Marital status</bold>
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Married</td>
                                <td>1.0</td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>1.0</td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>All other marital status</td>
                                <td>0.72 (0.10)</td>
                                <td>0.59-0.87</td>
                                <td>&#60;.001</td>
                                <td>0.87 (0.13)</td>
                                <td>0.68-1.10</td>
                                <td>.26</td>
                            </tr>
                            <tr valign="top">
                                <td colspan="2">
                                    <bold>Education</bold>
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Less than high school graduate or high school graduate</td>
                                <td>0.48 (0.12)</td>
                                <td>0.38-0.60</td>
                                <td>&#60;.001</td>
                                <td>0.49 (0.14)</td>
                                <td>0.37-0.65</td>
                                <td>&#60;.001</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Some college</td>
                                <td>0.71 (0.012)</td>
                                <td>0.56-0.89</td>
                                <td>&#60;.001</td>
                                <td>0.70 (0.13)</td>
                                <td>0.54-0.91</td>
                                <td>.01</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>College degree or higher</td>
                                <td>1.0</td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>1.0</td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td colspan="2">
                                    <bold>Income (US$)</bold>
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>&#60;$20,000</td>
                                <td>1.0</td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>1.0</td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>$20,000 to &#60;$40,000</td>
                                <td>1.21 (0.18)</td>
                                <td>0.85-1.72</td>
                                <td>0.28</td>
                                <td>1.20 (0.20)</td>
                                <td>0.82-1.79</td>
                                <td>.15</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>$40,000 to &#60;$75,000</td>
                                <td>1.28 (0.17)</td>
                                <td>0.91-1.79</td>
                                <td>.15</td>
                                <td>1.07 (0.20)</td>
                                <td>0.73-1.58</td>
                                <td>.72</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>$75,000 to &#60;$150,000</td>
                                <td>1.98 (0.17)</td>
                                <td>1.43-2.73</td>
                                <td>&#60;.001</td>
                                <td>1.49 (0.21)</td>
                                <td>0.10-2.24</td>
                                <td>.05</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Don&#8217;t know/refused</td>
                                <td>1.27 (0.20)</td>
                                <td>0.87-1.87</td>
                                <td>.21</td>
                                <td>1.09 (0.23)</td>
                                <td>0.70-1.71</td>
                                <td>.70</td>
                            </tr>
                            <tr valign="top">
                                <td colspan="2">
                                    <bold>Gender</bold>
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Female</td>
                                <td>1.0</td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>1.0</td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Male</td>
                                <td>0.72 (0.10)</td>
                                <td>0.59-0.87</td>
                                <td>&#60;.001</td>
                                <td>0.71 (0.11)</td>
                                <td>0.57-0.87</td>
                                <td>&#60;.001</td>
                            </tr>
                            <tr valign="top">
                                <td colspan="2">
                                    <bold>Geographic location</bold>
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Urban/suburban</td>
                                <td>1.59 (0.15)</td>
                                <td>1.13-2.04</td>
                                <td>.01</td>
                                <td>1.61 (0.16)</td>
                                <td>1.17-2.22</td>
                                <td>&#60;.001</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Rural</td>
                                <td>1.0</td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>1.0</td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td colspan="2">
                                    <bold>Race</bold>
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>White</td>
                                <td>1.0</td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>1.0</td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Black/African American</td>
                                <td>0.72</td>
                                <td>0.52-0.98</td>
                                <td>.04</td>
                                <td>0.79 (0.18)</td>
                                <td>0.55-1.12</td>
                                <td>.19</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>All other races</td>
                                <td>0.70</td>
                                <td>0.49-1.02</td>
                                <td>.06</td>
                                <td>0.69 (0.21)</td>
                                <td>0.46-1.03</td>
                                <td>.075</td>
                            </tr>
                            <tr valign="top">
                                <td colspan="2">
                                    <bold>Insurance coverage</bold>
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Does not have health insurance</td>
                                <td>1.0</td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>1.0</td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Has health insurance</td>
                                <td>1.95 (0.16)</td>
                                <td>1.44-2.65</td>
                                <td>&#60;.001</td>
                                <td>1.16 (0.18)</td>
                                <td>0.81-1.65</td>
                                <td>.41</td>
                            </tr>
                            <tr valign="top">
                                <td colspan="2">
                                    <bold>Regular health care provider</bold>
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Does not have a regular health care provider</td>
                                <td>1.0</td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>1.0</td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Has a regular health care provider</td>
                                <td>2.59 (0.14)</td>
                                <td>1.98-3.39</td>
                                <td>&#60;.001</td>
                                <td>2.05 (0.15)</td>
                                <td>1.52-2.78</td>
                                <td>&#60;.001</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <table-wrap position="float" id="table4">
                    <label>Table 4</label>
                    <caption>
                        <p>Used social networking sites for health-related activities, such as getting information, joining a group, following friends&#8217; health experiences, raising money, increasing awareness, and remembering or memorializing others.</p>
                    </caption>
                    <table width="650" border="1" cellpadding="7" cellspacing="0" rules="groups" frame="hsides">
                        <col width="34" />
                        <col width="160" />
                        <col width="70" />
                        <col width="64" />
                        <col width="40" />
                        <col width="70" />
                        <col width="58" />
                        <col width="39" />
                        <thead>
                            <tr valign="top">
                                <td colspan="2">Sociodemographic and health characteristics</td>
                                <td colspan="3">Unadjusted</td>
                                <td colspan="3">Adjusted</td>
                            </tr>
                            <tr valign="top">
                                <td colspan="2">
                                    <break />
                                </td>
                                <td>Odds ratio (SE)</td>
                                <td>95% CI</td>
                                <td>
                                    <italic>P</italic>
                                </td>
                                <td>Odds ratio (SE)</td>
                                <td>95% CI</td>
                                <td>
                                    <italic>P</italic>
                                </td>
                            </tr>
                        </thead>
                        <tbody>
                            <tr valign="top">
                                <td colspan="2">Age</td>
                                <td>0.96 (0.00)</td>
                                <td>0.96-0.97</td>
                                <td>&#60;.001</td>
                                <td>0.96 (0.00)</td>
                                <td>0.95-0.97</td>
                                <td>&#60;.001</td>
                            </tr>
                            <tr valign="top">
                                <td colspan="2">
                                    <bold>Marital status</bold>
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Married</td>
                                <td>1.0</td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>1.0</td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>All other marital statuses</td>
                                <td>1.45 (0.11)</td>
                                <td>1.42-2.15</td>
                                <td>&#60;.001</td>
                                <td>1.18 (0.12)</td>
                                <td>0.94-1.49</td>
                                <td>.16</td>
                            </tr>
                            <tr valign="top">
                                <td colspan="2">
                                    <bold>Gender</bold>
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Female</td>
                                <td>1.0</td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>1.0</td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Male</td>
                                <td>0.75 (0.11)</td>
                                <td>0.61-0.93</td>
                                <td>.01</td>
                                <td>0.70 (0.11)</td>
                                <td>0.56-0.87</td>
                                <td>&#60;.001</td>
                            </tr>
                            <tr valign="top">
                                <td colspan="2">
                                    <bold>Regular health care provider</bold>
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Does not have a regular health care provider</td>
                                <td>1.0</td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>1.0</td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Has a regular health care provider</td>
                                <td>1.31 (0.13)</td>
                                <td>1.00-1.70</td>
                                <td>.048</td>
                                <td>1.89 (0.15)</td>
                                <td>1.43-2.52</td>
                                <td>&#60;.001</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
            </sec>
        </sec>
        <sec sec-type="discussion">
            <title>Discussion</title>
            <p>This study examined the frequency of engaging in content creation through posting on social media sites, consumption of online rankings and reviews, and use of SNS for health-related activities. In addition, correlates for engaging in those behaviors were examined. The rate of online health information seeking behavior was similar to what has been reported previously [<xref ref-type="bibr" rid="ref1">1</xref>,<xref ref-type="bibr" rid="ref2">2</xref>]. Results show that although social media technologies allow people the opportunity to participate in the creation of online information, this is not very common; less than 15% of people reported doing so. In contrast, people are more likely to consume content with 30% to 40% of respondents reporting use of SNS for health-related activities and use of online rankings or review of doctors, hospitals, and medical treatments.</p>
            <p>The lack of creating and contributing content is an intriguing finding. The value of social media is in the sharing of information within social networks. The rate of contributing opinions and experiences on other social media venues, such as product reviews or rankings sites (eg, Amazon or TripAdvisor), is similar to what we found in the current study [<xref ref-type="bibr" rid="ref22">22</xref>]. People are not contributors. One explanation might be related to the fact that the frequency of encounters with doctors, hospitals, or medical treatments is less often, so there may be less motivation to share experiences. It could also be due to users&#8217; feelings of incompetence relating to health topics, preferring to leave such discussions to trained professionals. Overall, there is a need for more research to understand the motivations and perceived benefits of contributing to health-related online forums, discussion boards, rating sites, and other social media venues.</p>
            <p>Use of SNS for health was more common among females and younger people. These findings are not surprising given that this same group is more likely to use SNS in general [<xref ref-type="bibr" rid="ref11">11</xref>]. Although growing in popularity among older populations, SNS use is still more common among people younger than 50 years of age, and particularly among the 18-29 year age group [<xref ref-type="bibr" rid="ref11">11</xref>], which is consistent with our findings that younger audiences are more likely to use SNS for health-related activities.</p>
            <p>People with chronic disease were twice as likely to consult online rankings or reviews. Previous research has shown that people in poorer health are more likely to seek health information online [<xref ref-type="bibr" rid="ref6">6</xref>,<xref ref-type="bibr" rid="ref23">23</xref>], hence consulting online data about doctors, hospitals, and medical treatments is probably reflective of the need for information to manage their condition. In addition, people who more frequently use health care services may be more invested in their health and, therefore, seek high quality experiences. Additionally, individuals with a chronic disease may also have greater medical knowledge about their condition and may feel more competent sharing that knowledge in a social media venue. It may be that use of social media for health is most applicable for specific segments of the population, such as those people who are trying to manage a chronic health condition.</p>
            <p>Higher income was also associated with increased likelihood of consulting online rankings and reviews. This is similar to research that found health information seeking was also more common among higher income groups [<xref ref-type="bibr" rid="ref24">24</xref>]. This may be because people with higher income use the Internet more often [<xref ref-type="bibr" rid="ref25">25</xref>]. Alternatively, more health care options may be available to those with higher income than to those with lower income because of health insurance coverage, so they are able to discriminate among their choices in providers and treatment.</p>
            <p>Regression models showed that having a regular health care provider is the only significant variable associated with both consulting online rankings and reviews and for using SNS for health-related activities. This is consistent with previous research that found that having a health care provider is associated with tracking personal health information on the Internet [<xref ref-type="bibr" rid="ref26">26</xref>]. It might also be an artifact of higher income; individuals with a regular health care provider may also be wealthier. But the findings are inconsistent with Chou et al [<xref ref-type="bibr" rid="ref17">17</xref>] who found that having a health care provider was not associated with social media use for health-related purposes, primarily due to age.</p>
            <p>Variables that are traditionally associated with online health-seeking behavior, including race, geography, health insurance coverage, marital status, and education were not significant in terms of consulting online rankings for reviews or using SNS for health, both a type of health-seeking behavior. Thus, using social media for health seeking may be less influenced by common sociodemographic variables and may be better explained by other factors. For example, research on social network use has shown that personality traits, such as extroversion and neuroticism, are associated with social media use and sharing of information [<xref ref-type="bibr" rid="ref27">27</xref>,<xref ref-type="bibr" rid="ref28">28</xref>].</p>
            <sec>
                <title>Limitations</title>
                <p>The data should be interpreted with caution considering the following data limitations. The internal consistency for the scales use to measure social media use ranged from .609 to .798. Although these are acceptable values according to conventional research standards, the individual items may not accurately capture the array of health behaviors one may engage in while using social media. For instance, people may be posting reviews online about other health-related experiences than the 3 assessed by this survey. Adding more variables would increase the internal consistency. These variables would have to be added to the Pew survey and may include items such as posting or consulting reviews of community or nonprofit facilities where services were received, using social networking sites to track personal progress toward health-related goals, or to receive social support, and so forth.</p>
            </sec>
            <sec>
                <title>Conclusions</title>
                <p>People are using social media for seeking health information. However, individuals are more likely to consume information than they are to contribute to the dialog. The inherent value of &#8220;social&#8221; in social media is not being captured with online health information seeking. People with a regular health care provider, chronic disease, and those in younger age groups are more likely to consult online rankings and reviews and use SNS for health-related activities.</p>
            </sec>
        </sec>
    </body>
    <back>
        <glossary>
            <title>Abbreviations</title>
            <def-list>
                <def-item>
                    <term id="abb1">SNS</term>
                    <def>
                        <p>social networking sites</p>
                    </def>
                </def-item>
            </def-list>
        </glossary>
        <ack>
            <p>The Pew Research Center for the People &#38; the Press is the source of the data. The Center bears no responsibility for the interpretations presented or conclusions reached based on analysis of the data.</p>
        </ack>
        <fn-group>
            <fn fn-type="conflict">
                <p>None declared.</p>
            </fn>
        </fn-group>
        <ref-list>
            <ref id="ref1">
                <label>1</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Atkinson</surname>
                            <given-names>NL</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Saperstein</surname>
                            <given-names>SL</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Pleis</surname>
                            <given-names>J</given-names>
                        </name>
                    </person-group>
                    <article-title>Using the internet for health-related activities: findings from a national probability sample</article-title>
                    <source>J Med Internet Res</source>
                    <year>2009</year>
                    <volume>11</volume>
                    <issue>1</issue>
                    <fpage>e4</fpage>
                    <comment>
                        <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://www.jmir.org/2009/1/e4/" />
                    </comment>
                    <pub-id pub-id-type="doi">10.2196/jmir.1035</pub-id>
                    <pub-id pub-id-type="medline">19275980</pub-id>
                    <pub-id pub-id-type="pii">v11i1e4</pub-id>
                    <pub-id pub-id-type="pmcid">PMC2762768</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref2">
                <label>2</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Ybarra</surname>
                            <given-names>M</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Suman</surname>
                            <given-names>M</given-names>
                        </name>
                    </person-group>
                    <article-title>Reasons, assessments and actions taken: sex and age differences in uses of Internet health information</article-title>
                    <source>Health Educ Res</source>
                    <year>2008</year>
                    <month>06</month>
                    <volume>23</volume>
                    <issue>3</issue>
                    <fpage>512</fpage>
                    <lpage>21</lpage>
                    <comment>
                        <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://her.oxfordjournals.org/cgi/pmidlookup?view=long&#38;pmid=16880222" />
                    </comment>
                    <pub-id pub-id-type="doi">10.1093/her/cyl062</pub-id>
                    <pub-id pub-id-type="medline">16880222</pub-id>
                    <pub-id pub-id-type="pii">cyl062</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref3">
                <label>3</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Wen</surname>
                            <given-names>KY</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Kreps</surname>
                            <given-names>G</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Zhu</surname>
                            <given-names>F</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Miller</surname>
                            <given-names>S</given-names>
                        </name>
                    </person-group>
                    <article-title>Consumers' perceptions about and use of the internet for personal health records and health information exchange: analysis of the 2007 Health Information National Trends Survey</article-title>
                    <source>J Med Internet Res</source>
                    <year>2010</year>
                    <volume>12</volume>
                    <issue>4</issue>
                    <fpage>e73</fpage>
                    <comment>
                        <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://www.jmir.org/2010/4/e73/" />
                    </comment>
                    <pub-id pub-id-type="doi">10.2196/jmir.1668</pub-id>
                    <pub-id pub-id-type="medline">21169163</pub-id>
                    <pub-id pub-id-type="pii">v12i4e73</pub-id>
                    <pub-id pub-id-type="pmcid">PMC3056530</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref4">
                <label>4</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Lustria</surname>
                            <given-names>ML</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Smith</surname>
                            <given-names>SA</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Hinnant</surname>
                            <given-names>CC</given-names>
                        </name>
                    </person-group>
                    <article-title>Exploring digital divides: an examination of eHealth technology use in health information seeking, communication and personal health information management in the USA</article-title>
                    <source>Health Informatics J</source>
                    <year>2011</year>
                    <month>09</month>
                    <volume>17</volume>
                    <issue>3</issue>
                    <fpage>224</fpage>
                    <lpage>43</lpage>
                    <pub-id pub-id-type="doi">10.1177/1460458211414843</pub-id>
                    <pub-id pub-id-type="medline">21937464</pub-id>
                    <pub-id pub-id-type="pii">17/3/224</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref5">
                <label>5</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Ybarra</surname>
                            <given-names>ML</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Suman</surname>
                            <given-names>M</given-names>
                        </name>
                    </person-group>
                    <article-title>Help seeking behavior and the Internet: a national survey</article-title>
                    <source>Int J Med Inform</source>
                    <year>2006</year>
                    <month>01</month>
                    <volume>75</volume>
                    <issue>1</issue>
                    <fpage>29</fpage>
                    <lpage>41</lpage>
                    <pub-id pub-id-type="doi">10.1016/j.ijmedinf.2005.07.029</pub-id>
                    <pub-id pub-id-type="medline">16129659</pub-id>
                    <pub-id pub-id-type="pii">S1386-5056(05)00147-4</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref6">
                <label>6</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Rice</surname>
                            <given-names>RE</given-names>
                        </name>
                    </person-group>
                    <article-title>Influences, usage, and outcomes of Internet health information searching: multivariate results from the Pew surveys</article-title>
                    <source>Int J Med Inform</source>
                    <year>2006</year>
                    <month>01</month>
                    <volume>75</volume>
                    <issue>1</issue>
                    <fpage>8</fpage>
                    <lpage>28</lpage>
                    <pub-id pub-id-type="doi">10.1016/j.ijmedinf.2005.07.032</pub-id>
                    <pub-id pub-id-type="medline">16125453</pub-id>
                    <pub-id pub-id-type="pii">S1386-5056(05)00146-2</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref7">
                <label>7</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Ruggiero</surname>
                            <given-names>KJ</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Gros</surname>
                            <given-names>DF</given-names>
                        </name>
                        <name name-style="western">
                            <surname>McCauley</surname>
                            <given-names>J</given-names>
                        </name>
                        <name name-style="western">
                            <surname>de Arellano</surname>
                            <given-names>MA</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Danielson</surname>
                            <given-names>CK</given-names>
                        </name>
                    </person-group>
                    <article-title>Rural adults' use of health-related information online: data from a 2006 National Online Health Survey</article-title>
                    <source>Telemed J E Health</source>
                    <year>2011</year>
                    <month>06</month>
                    <volume>17</volume>
                    <issue>5</issue>
                    <fpage>329</fpage>
                    <lpage>34</lpage>
                    <comment>
                        <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://europepmc.org/abstract/MED/21524201" />
                    </comment>
                    <pub-id pub-id-type="doi">10.1089/tmj.2010.0195</pub-id>
                    <pub-id pub-id-type="medline">21524201</pub-id>
                    <pub-id pub-id-type="pmcid">PMC3159120</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref8">
                <label>8</label>
                <nlm-citation citation-type="web">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Fox</surname>
                            <given-names>S</given-names>
                        </name>
                    </person-group>
                    <source>The social life of health information, 2011</source>
                    <year>2011</year>
                    <month>05</month>
                    <day>12</day>
                    <access-date>2012-08-01</access-date>
                    <publisher-loc>Washington, DC</publisher-loc>
                    <publisher-name>Pew Internet &#38; American Life Project</publisher-name>
                    <comment>
                        <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://pewinternet.org/reports/2011/social-life-of-health-info.aspx">http://pewinternet.org/reports/2011/social-life-of-health-info.aspx</ext-link>
                    </comment>
                    <pub-id pub-id-type="other">69bCrjKnN</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref9">
                <label>9</label>
                <nlm-citation citation-type="book">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Safko</surname>
                            <given-names>J</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Brake</surname>
                            <given-names>DK</given-names>
                        </name>
                    </person-group>
                    <source>The Social Media Bible: Tactics, Tools, and Strategies for Business Success</source>
                    <year>2009</year>
                    <publisher-loc>Hoboken, NJ</publisher-loc>
                    <publisher-name>Wiley</publisher-name>
                </nlm-citation>
            </ref>
            <ref id="ref10">
                <label>10</label>
                <nlm-citation citation-type="book">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Stern</surname>
                            <given-names>J</given-names>
                        </name>
                    </person-group>
                    <source>Social Media Metrics: How to Measure and Optimize Your Marketing Investment</source>
                    <year>2010</year>
                    <publisher-loc>Hoboken, NJ</publisher-loc>
                    <publisher-name>John Wiley</publisher-name>
                </nlm-citation>
            </ref>
            <ref id="ref11">
                <label>11</label>
                <nlm-citation citation-type="web">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Madden</surname>
                            <given-names>M</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Zickuhr</surname>
                            <given-names>K</given-names>
                        </name>
                    </person-group>
                    <source>65% of online adults use social networking sites</source>
                    <year>2011</year>
                    <month>08</month>
                    <day>26</day>
                    <access-date>2012-08-01</access-date>
                    <publisher-loc>Washington, DC</publisher-loc>
                    <publisher-name>Pew Internet &#38; American Life Project</publisher-name>
                    <comment>
                        <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://www.pewinternet.org/Reports/2011/Social-Networking-Sites.aspx">http://www.pewinternet.org/Reports/2011/Social-Networking-Sites.aspx</ext-link>
                    </comment>
                    <pub-id pub-id-type="other">69bCvF51S</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref12">
                <label>12</label>
                <nlm-citation citation-type="web">
                    <source>Technorati blog directory</source>
                    <year>2011</year>
                    <access-date>2012-08-01</access-date>
                    <comment>
                        <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://technorati.com/blogs/directory/">http://technorati.com/blogs/directory/</ext-link>
                    </comment>
                    <pub-id pub-id-type="other">69bCmAOWC</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref13">
                <label>13</label>
                <nlm-citation citation-type="web">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Smith</surname>
                            <given-names>A</given-names>
                        </name>
                    </person-group>
                    <source>13% of online adults use Twitter</source>
                    <year>2011</year>
                    <month>06</month>
                    <day>01</day>
                    <access-date>2012-08-01</access-date>
                    <publisher-loc>Washington, DC</publisher-loc>
                    <publisher-name>Pew Internet &#38; American Life Project</publisher-name>
                    <comment>
                        <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://www.pewinternet.org/~/media//Files/Reports/2011/Twitter%20Update%202011.pdf;">http://www.pewinternet.org/~/media//Files/Reports/2011/Twitter%20Update%202011.pdf;</ext-link>
                    </comment>
                    <pub-id pub-id-type="other">69bCxrzY9</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref14">
                <label>14</label>
                <nlm-citation citation-type="web">
                    <person-group person-group-type="author">
                        <collab>Twitter</collab>
                    </person-group>
                    <source>Twitter turns six</source>
                    <year>2012</year>
                    <month>03</month>
                    <day>26</day>
                    <access-date>2012-08-01</access-date>
                    <comment>
                        <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://blog.twitter.com/2012/03/twitter-turns-six.html">http://blog.twitter.com/2012/03/twitter-turns-six.html</ext-link>
                    </comment>
                    <pub-id pub-id-type="other">69bD02ViQ</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref15">
                <label>15</label>
                <nlm-citation citation-type="web">
                    <source>Facebook</source>
                    <access-date>2012-08-01</access-date>
                    <comment>Key facts<ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://newsroom.fb.com/content/default.aspx?NewsAreaId=22">http://newsroom.fb.com/content/default.aspx?NewsAreaId=22</ext-link>
                    </comment>
                    <pub-id pub-id-type="other">69bCiROYY</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref16">
                <label>16</label>
                <nlm-citation citation-type="web">
                    <person-group person-group-type="author">
                        <collab>The Radicati Group, Inc</collab>
                    </person-group>
                    <source>Email statistics report, 2011-2015</source>
                    <year>2011</year>
                    <month>05</month>
                    <day>18</day>
                    <access-date>2012-08-01</access-date>
                    <comment>
                        <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://www.radicati.com/?p=7261">http://www.radicati.com/?p=7261</ext-link>
                    </comment>
                    <pub-id pub-id-type="other">69bD3bbJc</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref17">
                <label>17</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Chou</surname>
                            <given-names>WY</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Hunt</surname>
                            <given-names>YM</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Beckjord</surname>
                            <given-names>EB</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Moser</surname>
                            <given-names>RP</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Hesse</surname>
                            <given-names>BW</given-names>
                        </name>
                    </person-group>
                    <article-title>Social media use in the United States: implications for health communication</article-title>
                    <source>J Med Internet Res</source>
                    <year>2009</year>
                    <volume>11</volume>
                    <issue>4</issue>
                    <fpage>e48</fpage>
                    <comment>
                        <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://www.jmir.org/2009/4/e48/" />
                    </comment>
                    <pub-id pub-id-type="doi">10.2196/jmir.1249</pub-id>
                    <pub-id pub-id-type="medline">19945947</pub-id>
                    <pub-id pub-id-type="pii">v11i4e48</pub-id>
                    <pub-id pub-id-type="pmcid">PMC2802563</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref18">
                <label>18</label>
                <nlm-citation citation-type="web">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Bernoff</surname>
                            <given-names>J</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Anderson</surname>
                            <given-names>J</given-names>
                        </name>
                    </person-group>
                    <source>Social techographics defined</source>
                    <year>2010</year>
                    <access-date>2012-08-01</access-date>
                    <comment>
                        <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://www.forrester.com/error/?eCode=490">http://www.forrester.com/error/?eCode=490</ext-link>
                    </comment>
                    <pub-id pub-id-type="other">69bD5Zwiu</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref19">
                <label>19</label>
                <nlm-citation citation-type="book">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Li</surname>
                            <given-names>C</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Bernoff</surname>
                            <given-names>J</given-names>
                        </name>
                    </person-group>
                    <source>Groundswell: Winning in a World Transformed by Social Technologies</source>
                    <year>2008</year>
                    <publisher-loc>Boston, MA</publisher-loc>
                    <publisher-name>Harvard Business Press</publisher-name>
                </nlm-citation>
            </ref>
            <ref id="ref20">
                <label>20</label>
                <nlm-citation citation-type="web">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Hoffman</surname>
                            <given-names>DL</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Novak</surname>
                            <given-names>TP</given-names>
                        </name>
                    </person-group>
                    <source>Social Science Research Network</source>
                    <year>2012</year>
                    <access-date>2012-08-01</access-date>
                    <comment>Why do people use social media? Empirical findings and a new theoretical framework for social media goal pursuit<ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://papers.ssrn.com/sol3/papers.cfm?abstract_id=1989586">http://papers.ssrn.com/sol3/papers.cfm?abstract_id=1989586</ext-link>
                    </comment>
                    <pub-id pub-id-type="other">69bjzTpnc</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref21">
                <label>21</label>
                <nlm-citation citation-type="web">
                    <source>Pew Internet</source>
                    <year>2012</year>
                    <access-date>2012-08-01</access-date>
                    <publisher-loc>Washington, DC</publisher-loc>
                    <publisher-name>Pew Internet &#38; American Life Project</publisher-name>
                    <comment>Our research<ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://pewinternet.org/about-us/our-research">http://pewinternet.org/about-us/our-research</ext-link>
                    </comment>
                    <pub-id pub-id-type="other">69bCWFezV</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref22">
                <label>22</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Bronner</surname>
                            <given-names>F</given-names>
                        </name>
                        <name name-style="western">
                            <surname>de Hoog</surname>
                            <given-names>R</given-names>
                        </name>
                    </person-group>
                    <article-title>Vacationers and eWOM: Who posts, and why, where, and what?</article-title>
                    <source>Journal of Travel Research</source>
                    <year>2011</year>
                    <volume>50</volume>
                    <issue>1</issue>
                    <fpage>15</fpage>
                    <lpage>26</lpage>
                    <pub-id pub-id-type="doi">10.1177/0047287509355324</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref23">
                <label>23</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Choi</surname>
                            <given-names>N</given-names>
                        </name>
                    </person-group>
                    <article-title>Relationship between health service use and health information technology use among older adults: analysis of the US National Health Interview Survey</article-title>
                    <source>J Med Internet Res</source>
                    <year>2011</year>
                    <volume>13</volume>
                    <issue>2</issue>
                    <fpage>e33</fpage>
                    <comment>
                        <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://www.jmir.org/2011/2/e33/" />
                    </comment>
                    <pub-id pub-id-type="doi">10.2196/jmir.1753</pub-id>
                    <pub-id pub-id-type="medline">21752784</pub-id>
                    <pub-id pub-id-type="pii">v13i2e33</pub-id>
                    <pub-id pub-id-type="pmcid">PMC3221375</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref24">
                <label>24</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Beaudoin</surname>
                            <given-names>CE</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Hong</surname>
                            <given-names>T</given-names>
                        </name>
                    </person-group>
                    <article-title>Health information seeking, diet and physical activity: an empirical assessment by medium and critical demographics</article-title>
                    <source>Int J Med Inform</source>
                    <year>2011</year>
                    <month>08</month>
                    <volume>80</volume>
                    <issue>8</issue>
                    <fpage>586</fpage>
                    <lpage>95</lpage>
                    <pub-id pub-id-type="doi">10.1016/j.ijmedinf.2011.04.003</pub-id>
                    <pub-id pub-id-type="medline">21640643</pub-id>
                    <pub-id pub-id-type="pii">S1386-5056(11)00105-5</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref25">
                <label>25</label>
                <nlm-citation citation-type="web">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Jansen</surname>
                            <given-names>J</given-names>
                        </name>
                    </person-group>
                    <source>Use of the Internet in higher-income households</source>
                    <year>2010</year>
                    <month>11</month>
                    <day>24</day>
                    <access-date>2012-08-01</access-date>
                    <publisher-loc>Washington, DC</publisher-loc>
                    <publisher-name>Pew Internet &#38; American Life Project</publisher-name>
                    <comment>
                        <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://www.pewinternet.org/Reports/2010/Better-off-households.aspx">http://www.pewinternet.org/Reports/2010/Better-off-households.aspx</ext-link>
                    </comment>
                    <pub-id pub-id-type="other">69bD7x4PS</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref26">
                <label>26</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Wen</surname>
                            <given-names>LM</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Rissel</surname>
                            <given-names>C</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Baur</surname>
                            <given-names>LA</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Lee</surname>
                            <given-names>E</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Simpson</surname>
                            <given-names>JM</given-names>
                        </name>
                    </person-group>
                    <article-title>Who is NOT likely to access the Internet for health information? Findings from first-time mothers in southwest Sydney, Australia</article-title>
                    <source>Int J Med Inform</source>
                    <year>2011</year>
                    <month>06</month>
                    <volume>80</volume>
                    <issue>6</issue>
                    <fpage>406</fpage>
                    <lpage>11</lpage>
                    <pub-id pub-id-type="doi">10.1016/j.ijmedinf.2011.03.001</pub-id>
                    <pub-id pub-id-type="medline">21493126</pub-id>
                    <pub-id pub-id-type="pii">S1386-5056(11)00067-0</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref27">
                <label>27</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Correa</surname>
                            <given-names>T</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Hinsley</surname>
                            <given-names>AW</given-names>
                        </name>
                        <name name-style="western">
                            <surname>de Z&#250;&#241;iga</surname>
                            <given-names>HG</given-names>
                        </name>
                    </person-group>
                    <article-title>Who interacts on the web?: The intersection of users' personality and social media use</article-title>
                    <source>Comput Hum Behav</source>
                    <year>2010</year>
                    <volume>26</volume>
                    <issue>2</issue>
                    <fpage>247</fpage>
                    <lpage>253</lpage>
                    <pub-id pub-id-type="doi">10.1016/j.chb.2009.09.003</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref28">
                <label>28</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Amichai-Hamburger</surname>
                            <given-names>Y</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Vinitzky</surname>
                            <given-names>G</given-names>
                        </name>
                    </person-group>
                    <article-title>Social network use and personality</article-title>
                    <source>Comput Hum Behav</source>
                    <year>2010</year>
                    <volume>26</volume>
                    <issue>6</issue>
                    <fpage>1289</fpage>
                    <lpage>1295</lpage>
                    <pub-id pub-id-type="doi">10.1016/j.chb.2010.03.018</pub-id>
                </nlm-citation>
            </ref>
        </ref-list>
    </back>
</article>
