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Home > Theme Issues and Ecollections > E-collection 'Medicine 2.0: Social Media, Open, Participatory, Collaborative Medicine'
Medicine 2.0 congress
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2013 (vol. 15)
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E-collection 'Medicine 2.0: Social Media, Open, Participatory, Collaborative Medicine'

2013

Crowdsourcing a Normative Natural Language Dataset: A Comparison of Amazon Mechanical Turk and In-Lab Data Collection

Daniel R Saunders, Peter J Bex, Russell L Woods

J Med Internet Res 2013 (May 20); 15(5):e100

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Background: Crowdsourcing has become a valuable method for collecting medical research data. This approach, recruiting through open calls on the Web, is particularly useful for assembling large normative datasets. However, it is not known how natural language datasets collected over the Web differ from those collected under controlled laboratory conditions. Objective: To compare the natural language responses obtained from a crowdsourced sample of participants with responses collected in a...

A New Dimension of Health Care: Systematic Review of the Uses, Benefits, and Limitations of Social Media for Health Communication

S Anne Moorhead, Diane E. Hazlett, Laura Harrison, Jennifer K Carroll, Anthea Irwin, Ciska Hoving

J Med Internet Res 2013 (Apr 23); 15(4):e85

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Background: There is currently a lack of information about the uses, benefits, and limitations of social media for health communication among the general public, patients, and health professionals from primary research. Objective: To review the current published literature to identify the uses, benefits, and limitations of social media for health communication among the general public, patients, and health professionals, and identify current gaps in the literature to provide recommendations...

Web 2.0-Based Crowdsourcing for High-Quality Gold Standard Development in Clinical Natural Language Processing

Haijun Zhai, Todd Lingren, Louise Deleger, Qi Li, Megan Kaiser, Laura Stoutenborough, Imre Solti

J Med Internet Res 2013 (Apr 02); 15(4):e73

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Background: A high-quality gold standard is vital for supervised, machine learning-based, clinical natural language processing (NLP) systems. In clinical NLP projects, expert annotators traditionally create the gold standard. However, traditional annotation is expensive and time-consuming. To reduce the cost of annotation, general NLP projects have turned to crowdsourcing based on Web 2.0 technology, which involves submitting smaller subtasks to a coordinated marketplace of workers on the...

Effects of Internet Popular Opinion Leaders (iPOL) Among Internet-Using Men Who Have Sex With Men

Nai-Ying Ko, Chao-Hsien Hsieh, Ming-Chi Wang, Chiang Lee, Chun-Lin Chen, An-Chun Chung, Su-Ting Hsu

J Med Internet Res 2013 (Feb 25); 15(2):e40

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Background: The Internet has become a popular venue for facilitating sex networking for men who have sex with men (MSM). Objective: The study aimed to evaluate the effectiveness of Internet popular opinion leaders (iPOL) in disseminating information about the human immunodeficiency virus (HIV), increasing the frequency of HIV testing, and reducing risky behaviors among MSM in Taiwan. Methods: A quasi-experimental study with a nonequivalent control website for comparison was used to estimate...

Misleading Health-Related Information Promoted Through Video-Based Social Media: Anorexia on YouTube

Shabbir Syed-Abdul, Luis Fernandez-Luque, Wen-Shan Jian, Yu-Chuan Li, Steven Crain, Min-Huei Hsu, Yao-Chin Wang, Dorjsuren Khandregzen, Enkhzaya Chuluunbaatar, Phung Anh Nguyen, Der-Ming Liou

J Med Internet Res 2013 (Feb 13); 15(2):e30

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Introduction: The amount of information being uploaded onto social video platforms, such as YouTube, Vimeo, and Veoh, continues to spiral, making it increasingly difficult to discern reliable health information from misleading content. There are thousands of YouTube videos promoting misleading information about anorexia (eg, anorexia as a healthy lifestyle). Objective: The aim of this study was to investigate anorexia-related misinformation disseminated through YouTube videos. Methods: We...

Queer as F**k: Reaching and Engaging Gay Men in Sexual Health Promotion through Social Networking Sites

Alisa Pedrana, Margaret Hellard, Judy Gold, Nadine Ata, Shanton Chang, Steve Howard, Jason Asselin, Olivia Ilic, Colin Batrouney, Mark Stoove

J Med Internet Res 2013 (Feb 07); 15(2):e25

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Background: A growing number of health promotion interventions are taking advantage of the popularity and interactivity of new social media platforms to foster and engage communities for health promotion. However, few health promotion interventions using social networking sites (SNS) have been rigorously evaluated. "Queer as F**k"(QAF) began as pilot project in 2010 to deliver sexual health promotion via short "webisodes" on SNS to gay men. Now in its fifth season, QAF is...

Eight Questions About Physician-Rating Websites: A Systematic Review

Martin Emmert, Uwe Sander, Frank Pisch

J Med Internet Res 2013 (Feb 01); 15(2):e24

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Background: Physician-rating websites are currently gaining in popularity because they increase transparency in the health care system. However, research on the characteristics and content of these portals remains limited. Objective: To identify and synthesize published evidence in peer-reviewed journals regarding frequently discussed issues about physician-rating websites. Methods: Peer-reviewed English and German language literature was searched in seven databases (Medline (via PubMed), the...

Correlates of Health-Related Social Media Use Among Adults

Rosemary Thackeray, Benjamin T. Crookston, Joshua H. West

J Med Internet Res 2013 (Jan 30); 15(1):e21

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Background: 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. Objectives: 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...

Quantifying Short-Term Dynamics of Parkinson’s Disease Using Self-Reported Symptom Data From an Internet Social Network

Max Little, Paul Wicks, Timothy Vaughan, Alex Pentland

J Med Internet Res 2013 (Jan 24); 15(1):e20

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Background: Parkinson’s disease (PD) is an incurable neurological disease with approximately 0.3% prevalence. The hallmark symptom is gradual movement deterioration. Current scientific consensus about disease progression holds that symptoms will worsen smoothly over time unless treated. Accurate information about symptom dynamics is of critical importance to patients, caregivers, and the scientific community for the design of new treatments, clinical decision making, and individual...

2012

Should Health Organizations Use Web 2.0 Media in Times of an Infectious Disease Crisis? An In-depth Qualitative Study of Citizens’ Information Behavior During an EHEC Outbreak

Lex van Velsen, Julia E.W.C. van Gemert-Pijnen, Desirée J.M.A. Beaujean, Jobke Wentzel, Jim E. van Steenbergen

J Med Internet Res 2012 (Dec 20); 14(6):e181

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Background: Web 2.0 media (eg, Facebook, Wikipedia) are considered very valuable for communicating with citizens in times of crisis. However, in the case of infectious disease outbreaks, their value has not been determined empirically. In order to be able to take full advantage of Web 2.0 media in such a situation, the link between these media, citizens’ information behavior, and citizens’ information needs has to be investigated. Objective: The goal of our study was to assess...

Increased Use of Twitter at a Medical Conference: A Report and a Review of the Educational Opportunities

Douglas RA McKendrick, Grant P Cumming, Amanda J Lee

J Med Internet Res 2012 (Dec 11); 14(6):e176

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Background: Most consider Twitter as a tool purely for social networking. However, it has been used extensively as a tool for online discussion at nonmedical and medical conferences, and the academic benefits of this tool have been reported. Most anesthetists still have yet to adopt this new educational tool. There is only one previously published report of the use of Twitter by anesthetists at an anesthetic conference. This paper extends that work. Objective: We report the uptake and growth...

Applying Social Network Analysis to Understand the Knowledge Sharing Behaviour of Practitioners in a Clinical Online Discussion Forum

Samuel Alan Stewart, Syed Sibte Raza Abidi

J Med Internet Res 2012 (Dec 04); 14(6):e170

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Background: Knowledge Translation (KT) plays a vital role in the modern health care community, facilitating the incorporation of new evidence into practice. Web 2.0 tools provide a useful mechanism for establishing an online KT environment in which health practitioners share their practice-related knowledge and experiences with an online community of practice. We have implemented a Web 2.0 based KT environment—an online discussion forum—for pediatric pain practitioners across...

Crowdsourcing Malaria Parasite Quantification: An Online Game for Analyzing Images of Infected Thick Blood Smears

Miguel Angel Luengo-Oroz, Asier Arranz, John Frean

J Med Internet Res 2012 (Nov 29); 14(6):e167

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Background: There are 600,000 new malaria cases daily worldwide. The gold standard for estimating the parasite burden and the corresponding severity of the disease consists in manually counting the number of parasites in blood smears through a microscope, a process that can take more than 20 minutes of an expert microscopist’s time. Objective: This research tests the feasibility of a crowdsourced approach to malaria image analysis. In particular, we investigated whether anonymous...

Pro-Anorexia and Pro-Recovery Photo Sharing: A Tale of Two Warring Tribes

Elad Yom-Tov, Luis Fernandez-Luque, Ingmar Weber, Steven P Crain

J Med Internet Res 2012 (Nov 07); 14(6):e151

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Background: There is widespread use of the Internet to promote anorexia as a lifestyle choice. Pro-anorexia content can be harmful for people affected or at risk of having anorexia. That movement is actively engaged in sharing photos on social networks such as Flickr. Objective: To study the characteristics of the online communities engaged in disseminating content that encourages eating disorders (known as “pro-anorexia”) and to investigate if the posting of such content is...

Use of Web 2.0 to Recruit Australian Gay Men to an Online HIV/AIDS Survey

Nathanaelle Thériault, Peng Bi, Janet E. Hiller, Mahdi Nor

J Med Internet Res 2012 (Nov 06); 14(6):e149

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Background: Continuous prevention efforts for human immunodeficiency virus (HIV) and acquired immune deficiency syndrome (AIDS) are recommended among those men who have sex with men (MSM). Creative use of e-technologies coupled with a better understanding of social networks could lead to improved health interventions among this risk population. Objective: The aims of the study were to (1) compare the impact of various advertising strategies on recruiting MSM participants to an online HIV/AIDS...

Patients’ Ratings of Family Physician Practices on the Internet: Usage and Associations With Conventional Measures of Quality in the English National Health Service

Felix Greaves, Utz J Pape, Henry Lee, Dianna M Smith, Ara Darzi, Azeem Majeed, Christopher Millett

J Med Internet Res 2012 (Oct 17); 14(5):e146

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Background: Patients are increasingly rating their family physicians on the Internet in the same way as they might rate a hotel on TripAdvisor or a seller on eBay, despite physicians’ concerns about this process. Objective: This study aims to examine the usage of NHS Choices, a government website that encourages patients to rate the quality of family practices in England, and associations between web-based patient ratings and conventional measures of patient experience and clinical...

Understanding the Factors That Influence the Adoption and Meaningful Use of Social Media by Physicians to Share Medical Information

Brian S McGowan, Molly Wasko, Bryan Steven Vartabedian, Robert S Miller, Desirae D Freiherr, Maziar Abdolrasulnia

J Med Internet Res 2012 (Sep 24); 14(5):e117

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Background: Within the medical community there is persistent debate as to whether the information available through social media is trustworthy and valid, and whether physicians are ready to adopt these technologies and ultimately embrace them as a format for professional development and lifelong learning. Objective: To identify how physicians are using social media to share and exchange medical information with other physicians, and to identify the factors that influence physicians’ use of...

Clinicians’ Expectations of Web 2.0 as a Mechanism for Knowledge Transfer of Stroke Best Practices

Isabelle David, Lise Poissant, Annie Rochette

J Med Internet Res 2012 (Sep 13); 14(5):e121

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Background: Health professionals are increasingly encouraged to adopt an evidence-based practice to ensure greater efficiency of their services. To promote this practice, several strategies exist: distribution of educational materials, local consensus processes, educational outreach visits, local opinion leaders, and reminders. Despite these strategies, gaps continue to be observed between practice and scientific evidence. Therefore, it is important to implement innovative knowledge transfer...

Mining Online Social Network Data for Biomedical Research: A Comparison of Clinicians’ and Patients’ Perceptions About Amyotrophic Lateral Sclerosis Treatments

Carlos Nakamura, Mark Bromberg, Shivani Bhargava, Paul Wicks, Qing Zeng-Treitler

J Med Internet Res 2012 (Jun 21); 14(3):e90

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Background: While only one drug is known to slow the progress of amyotrophic lateral sclerosis (ALS), numerous drugs can be used to treat its symptoms. However, very few randomized controlled trials have assessed the efficacy, safety, and side effects of these drugs. Due to this lack of randomized controlled trials, consensus among clinicians on how to treat the wide range of ALS symptoms and the efficacy of these treatments is low. Given the lack of clinical trials data, the wide range of...

Researchers’ Needs for Resource Discovery and Collaboration Tools: A Qualitative Investigation of Translational Scientists

Suresh K Bhavnani, Michael Warden, Kai Zheng, Mary Hill, Brian D Athey

J Med Internet Res 2012 (Jun 05); 14(3):e75

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Background: A critical aspect of clinical and translational science (CTS) is interdisciplinary and collaborative research, which increasingly requires a wide range of computational and human resources. However, few studies have systematically analyzed such resource needs of CTS researchers. Objective: To improve our understanding of CTS researchers’ needs for computational and human resources in order to build useful and useable supporting informatics tools. Methods: We conducted...

Use of Social Media by Western European Hospitals: Longitudinal Study

Tom H Van de Belt, Sivera AA Berben, Melvin Samsom, Lucien JLPG Engelen, Lisette Schoonhoven

J Med Internet Res 2012 (May 01); 14(3):e61

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Background: Patients increasingly use social media to communicate. Their stories could support quality improvements in participatory health care and could support patient-centered care. Active use of social media by health care institutions could also speed up communication and information provision to patients and their families, thus increasing quality even more. Hospitals seem to be becoming aware of the benefits social media could offer. Data from the United States show that hospitals...

Online Doctor Reviews: Do They Track Surgeon Volume, a Proxy for Quality of Care?

Jeffrey Segal, Michael Sacopulos, Virgil Sheets, Irish Thurston, Kendra Brooks, Ryan Puccia

J Med Internet Res 2012 (Apr 10); 14(2):e50

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Background: Increasingly, consumers are accessing the Internet seeking health information. Consumers are also using online doctor review websites to help select their physician. Such websites tally numerical ratings and comments from past patients. To our knowledge, no study has previously analyzed whether doctors with positive online reputations on doctor review websites actually deliver higher quality of care typically associated with better clinical outcomes and better safety records....

Crowdsourced Health Research Studies: An Important Emerging Complement to Clinical Trials in the Public Health Research Ecosystem

Melanie Swan

J Med Internet Res 2012 (Mar 07); 14(2):e46

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Background: Crowdsourced health research studies are the nexus of three contemporary trends: 1) citizen science (non-professionally trained individuals conducting science-related activities); 2) crowdsourcing (use of web-based technologies to recruit project participants); and 3) medicine 2.0 / health 2.0 (active participation of individuals in their health care particularly using web 2.0 technologies). Crowdsourced health research studies have arisen as a natural extension of the activities...

Developing Health Promotion Interventions on Social Networking Sites: Recommendations from The FaceSpace Project

Judy Gold, Alisa E Pedrana, Mark A Stoove, Shanton Chang, Steve Howard, Jason Asselin, Olivia Ilic, Colin Batrouney, Margaret E Hellard

J Med Internet Res 2012 (Feb 28); 14(1):e30

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Online social networking sites offer a novel setting for the delivery of health promotion interventions due to their potential to reach a large population and the possibility for two-way engagement. However, few have attempted to host interventions on these sites, or to use the range of interactive functions available to enhance the delivery of health-related messages. This paper presents lessons learnt from “The FaceSpace Project”, a sexual health promotion intervention using...

2011

Online Social Networks and Smoking Cessation: A Scientific Research Agenda

Nathan K Cobb, Amanda L Graham, M Justin Byron, David B Abrams, Workshop Participants

J Med Internet Res 2011 (Dec 19); 13(4):e119

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Background: Smoking remains one of the most pressing public health problems in the United States and internationally. The concurrent evolution of the Internet, social network science, and online communities offers a potential target for high-yield interventions capable of shifting population-level smoking rates and substantially improving public health. Objective: Our objective was to convene leading practitioners in relevant disciplines to develop the core of a strategic research agenda on...

Hospital-Based Nurses’ Perceptions of the Adoption of Web 2.0 Tools for Knowledge Sharing, Learning, Social Interaction and the Production of Collective Intelligence

Adela S.M. Lau

J Med Internet Res 2011 (Nov 11); 13(4):e92

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Background: Web 2.0 provides a platform or a set of tools such as blogs, wikis, really simple syndication (RSS), podcasts, tags, social bookmarks, and social networking software for knowledge sharing, learning, social interaction, and the production of collective intelligence in a virtual environment. Web 2.0 is also becoming increasingly popular in e-learning and e-social communities. Objectives: The objectives were to investigate how Web 2.0 tools can be applied for knowledge sharing,...

Prevalence and Global Health Implications of Social Media in Direct-to-Consumer Drug Advertising

Bryan A Liang, Timothy K Mackey

J Med Internet Res 2011 (Aug 31); 13(3):e64

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Background: Direct-to-consumer advertising (DTCA), linked to inappropriate medication use and higher health care expenditures, is the fastest growing form of pharmaceutical marketing. DTCA is legal only in the United States and New Zealand. However, the advent of online interactive social media “Web 2.0” technologies—that is, eDTCA 2.0—may circumvent DTCA legal proscriptions. Objective: The purpose of this study was to assess the prevalence of DTCA of leading...

Can Online Consumers Contribute to Drug Knowledge? A Mixed-Methods Comparison of Consumer-Generated and Professionally Controlled Psychotropic Medication Information on the Internet

Shannon Hughes, David Cohen

J Med Internet Res 2011 (Jul 29); 13(3):e53

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Background: Ongoing initiatives to filter online health searches exclude consumer-generated content from search returns, though its inferiority compared with professionally controlled content is not demonstrated. The antidepressant escitalopram and the antipsychotic quetiapine have ranked over the last 5 years as top-selling agents in their respective drug classes. Both drugs have various off-label mental health and non–mental health uses, ranging from the relief of insomnia and...

Computer-Assisted Update of a Consumer Health Vocabulary Through Mining of Social Network Data

Kristina M Doing-Harris, Qing Zeng-Treitler

J Med Internet Res 2011 (May 17); 13(2):e37

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Background: Consumer health vocabularies (CHVs) have been developed to aid consumer health informatics applications. This purpose is best served if the vocabulary evolves with consumers’ language. Objective: Our objective was to create a computer assisted update (CAU) system that works with live corpora to identify new candidate terms for inclusion in the open access and collaborative (OAC) CHV. Methods: The CAU system consisted of three main parts: a Web crawler and an HTML parser, a...

Open Source, Open Standards, and Health Care Information Systems

Carl J Reynolds, Jeremy C Wyatt

J Med Internet Res 2011 (Feb 17); 13(1):e24

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Recognition of the improvements in patient safety, quality of patient care, and efficiency that health care information systems have the potential to bring has led to significant investment. Globally the sale of health care information systems now represents a multibillion dollar industry. As policy makers, health care professionals, and patients, we have a responsibility to maximize the return on this investment. To this end we analyze alternative licensing and software development models,...

Seeking Support on Facebook: A Content Analysis of Breast Cancer Groups

Jacqueline L Bender, Maria-Carolina Jimenez-Marroquin, Alejandro R Jadad

J Med Internet Res 2011 (Feb 04); 13(1):e16

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Background: Social network sites have been growing in popularity across broad segments of Internet users, and are a convenient means to exchange information and support. Research on their use for health-related purposes is limited. Objective: This study aimed to characterize the purpose, use, and creators of Facebook groups related to breast cancer. Methods: We searched Facebook (www.Facebook.com) using the term breast cancer. We restricted our analysis to groups that were related to breast...

Wikipedia: A Key Tool for Global Public Health Promotion

James M Heilman, Eckhard Kemmann, Michael Bonert, Anwesh Chatterjee, Brent Ragar, Graham M Beards, David J Iberri, Matthew Harvey, Brendan Thomas, Wouter Stomp, Michael F Martone, Daniel J Lodge, Andrea Vondracek, Jacob F de Wolff, Casimir Liber, Samir C Grover, Tim J Vickers, Bertalan Meskó, Michaël R Laurent

J Med Internet Res 2011 (Jan 31); 13(1):e14

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The Internet has become an important health information resource for patients and the general public. Wikipedia, a collaboratively written Web-based encyclopedia, has become the dominant online reference work. It is usually among the top results of search engine queries, including when medical information is sought. Since April 2004, editors have formed a group called WikiProject Medicine to coordinate and discuss the English-language Wikipedia’s medical content. This paper, written by...

Review of Extracting Information From the Social Web for Health Personalization

Luis Fernandez-Luque, Randi Karlsen, Jason Bonander

J Med Internet Res 2011 (Jan 28); 13(1):e15

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In recent years the Web has come into its own as a social platform where health consumers are actively creating and consuming Web content. Moreover, as the Web matures, consumers are gaining access to personalized applications adapted to their health needs and interests. The creation of personalized Web applications relies on extracted information about the users and the content to personalize. The Social Web itself provides many sources of information that can be used to extract information...

Use of an Online Community to Develop Patient-Reported Outcome Instruments: The Multiple Sclerosis Treatment Adherence Questionnaire (MS-TAQ)

Paul Wicks, Michael Massagli, Amit Kulkarni, Homa Dastani

J Med Internet Res 2011 (Jan 24); 13(1):e12

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Background: Patients with multiple sclerosis (MS) may face barriers, such as treatment fatigue, memory problems, or side effects, that may influence their adherence to medication. Objective: The objective of our study was to use an online community to develop a self-report questionnaire to quantify adherence and barriers to achieving adherence, that is specific to MS disease-modifying treatments (DMTs) and predictive of missed doses. Methods: A review of the scientific literature and...

Patient-reported Outcomes as a Source of Evidence in Off-Label Prescribing: Analysis of Data From PatientsLikeMe

Jeana Frost, Sally Okun, Timothy Vaughan, James Heywood, Paul Wicks

J Med Internet Res 2011 (Jan 21); 13(1):e6

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Background: Evaluating a new use for an existing drug can be expensive and time consuming. Providers and patients must all too often rely upon their own individual-level experience to inform clinical practice, which generates only anecdotal and unstructured data. While academic-led clinical trials are occasionally conducted to test off-label uses of drugs with expired patents, this is relatively rare. In this work, we explored how a patient-centered online research platform could supplement...

Cancer Survivorship in the Age of YouTube and Social Media: A Narrative Analysis

Wen-Ying Sylvia Chou, Yvonne Hunt, Anna Folkers, Erik Augustson

J Med Internet Res 2011 (Jan 17); 13(1):e7

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Background: As evidenced by the increasing popularity of YouTube (www.youtube.com), personal narratives shared through social media are an area of rapid development in communication among cancer survivors. Identifying the thematic and linguistic characteristics of YouTube cancer stories can provide a better understanding of this naturally occurring communication channel and inform social media communication efforts aiming to use personal stories to reach individuals with serious illnesses....