<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.0 20040830//EN" "journalpublishing.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="2.0" xml:lang="en" article-type="review-article"><front><journal-meta><journal-id journal-id-type="nlm-ta">J Med Internet Res</journal-id><journal-id journal-id-type="publisher-id">jmir</journal-id><journal-id journal-id-type="index">1</journal-id><journal-title>Journal of Medical Internet Research</journal-title><abbrev-journal-title>J Med Internet Res</abbrev-journal-title><issn pub-type="epub">1438-8871</issn><publisher><publisher-name>JMIR Publications</publisher-name><publisher-loc>Toronto, Canada</publisher-loc></publisher></journal-meta><article-meta><article-id pub-id-type="publisher-id">v27i1e72808</article-id><article-id pub-id-type="doi">10.2196/72808</article-id><article-categories><subj-group subj-group-type="heading"><subject>Review</subject></subj-group></article-categories><title-group><article-title>Open Online Courses for Informal Carers: Systematic Integrative Review</article-title></title-group><contrib-group><contrib contrib-type="author"><name name-style="western"><surname>Aung</surname><given-names>Kalya Win</given-names></name><degrees>BSc, MSc</degrees><xref ref-type="aff" rid="aff1"/></contrib><contrib contrib-type="author"><name name-style="western"><surname>Kibia</surname><given-names>Angela</given-names></name><degrees>BSc, MRes</degrees><xref ref-type="aff" rid="aff1"/></contrib><contrib contrib-type="author" corresp="yes"><name name-style="western"><surname>Onwumere</surname><given-names>Juliana</given-names></name><degrees>PhD</degrees><xref ref-type="aff" rid="aff1"/></contrib></contrib-group><aff id="aff1"><institution>Department of Psychology, Institute of Psychology, Psychiatry and Neuroscience, King's College London</institution><addr-line>Henry Wellcome Building, De Crespigny Park</addr-line><addr-line>London</addr-line><country>United Kingdom</country></aff><contrib-group><contrib contrib-type="editor"><name name-style="western"><surname>Cahill</surname><given-names>Naomi</given-names></name></contrib></contrib-group><contrib-group><contrib contrib-type="reviewer"><name name-style="western"><surname>Macaden</surname><given-names>Leah</given-names></name></contrib><contrib contrib-type="reviewer"><name name-style="western"><surname>Rathnayake</surname><given-names>Sarath</given-names></name></contrib></contrib-group><author-notes><corresp>Correspondence to Juliana Onwumere, PhD, Department of Psychology, Institute of Psychology, Psychiatry and Neuroscience, King's College London, Henry Wellcome Building, De Crespigny Park, London, SE5 8AF, , United Kingdom, 44 7386692555; <email>juliana.1.onwumere@kcl.ac.uk</email></corresp></author-notes><pub-date pub-type="collection"><year>2025</year></pub-date><pub-date pub-type="epub"><day>28</day><month>8</month><year>2025</year></pub-date><volume>27</volume><elocation-id>e72808</elocation-id><history><date date-type="received"><day>18</day><month>02</month><year>2025</year></date><date date-type="rev-recd"><day>11</day><month>07</month><year>2025</year></date><date date-type="accepted"><day>29</day><month>07</month><year>2025</year></date></history><copyright-statement>&#x00A9; Kalya Win Aung, Angela Kibia, Juliana Onwumere. Originally published in the Journal of Medical Internet Research (<ext-link ext-link-type="uri" xlink:href="https://www.jmir.org">https://www.jmir.org</ext-link>), 28.8.2025. </copyright-statement><copyright-year>2025</copyright-year><license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (<ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link>), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in the Journal of Medical Internet Research (ISSN 1438-8871), is properly cited. The complete bibliographic information, a link to the original publication on <ext-link ext-link-type="uri" xlink:href="https://www.jmir.org/">https://www.jmir.org/</ext-link>, as well as this copyright and license information must be included.</p></license><self-uri xlink:type="simple" xlink:href="https://www.jmir.org/2025/1/e72808"/><abstract><sec><title>Background</title><p>Informal carers, people providing unpaid support to relatives or close others with an illness, disability, or advanced age-related care needs, are key stakeholders in health care systems. Carers have their own health and well-being challenges; however, their needs and care pathways are often overlooked by health care providers. Open online courses offer opportunities to address the information and support needs of large numbers of carers. However, our collective understanding of the design and outcomes of courses and learner experiences is limited.</p></sec><sec><title>Objective</title><p>This systematic integrative review aimed to map the characteristics of open online courses for informal carers, explore learner experiences, and identify barriers and enablers to participation to inform the design of future courses.</p></sec><sec sec-type="methods"><title>Methods</title><p>Following PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines, we systematically searched 4 electronic databases (APA PsycINFO, CINAHL, EMBASE, and MEDLINE) for papers published from inception to January 30, 2025. Included papers were peer-reviewed, in the English language, and reported on the development, delivery, or outcomes of open online courses for informal carers aged more than 16 years. Excluded papers had no carer focus or were conference abstracts. Two reviewers independently screened titles and abstracts for eligibility. Backward and forward citation searches were conducted. Due to study heterogeneity, data on paper methodology, course characteristics, and course evaluations were extracted and synthesized narratively. Quality assessments of quantitative papers and the quantitative components of mixed methods papers used the Effective Public Health Practice Project (EPHPP) Quality Assessment Tool. Qualitative components within mixed methods papers were appraised using the Critical Appraisal Skills Program (CASP) toolkit.</p></sec><sec sec-type="results"><title>Results</title><p>Searches identified 201 papers, of which 10 (6 quantitative and 4 mixed methods) met the inclusion criteria. No qualitative papers were identified. All included courses were massive open online courses. Sample sizes ranged from 3 to 17,591 participants, primarily targeting carers of older individuals (n=4). Completion rates ranged from 42% to 67% (n=5). Five papers reported improved carer knowledge and application of skills. Key enablers to learning included course accessibility and flexibility. Key barriers to learning included limited peer interaction, technical difficulties, time constraints, language challenges, and online privacy challenges. Most papers were of weak quality, except for 1 strong quantitative RCT.</p></sec><sec sec-type="conclusions"><title>Conclusions</title><p>The evidence was limited by moderate-to-weak study quality, inconsistent measures, and exclusion of gray literature. Despite these limitations, findings suggest that open online courses may improve carers&#x2019; knowledge and skills and enable accessible, flexible learning. However, barriers to learning, including limited learner-to-learner interaction within and external to the course, time constraints, and digital or language barriers, highlight the need for more inclusive and interactive course designs. Further high-quality research is needed to standardize outcomes.</p></sec><sec><title>Trial Registration</title><p>PROSPERO CRD42024532766; https://www.crd.york.ac.uk/PROSPERO/view/532766</p></sec></abstract><kwd-group><kwd>carers</kwd><kwd>caregivers</kwd><kwd>massive open online course</kwd><kwd>MOOC</kwd><kwd>open online course</kwd><kwd>families</kwd><kwd>online learning</kwd></kwd-group></article-meta></front><body><sec id="s1" sec-type="intro"><title>Introduction</title><p>The population aged 60 years and older is projected to grow from 1.2 billion in 2024 to 2.1 billion by 2050, accounting for 26% of the global population [<xref ref-type="bibr" rid="ref1">1</xref>]. This demographic shift is expected to increase pressure on health and social care systems as more individuals experience age-related diseases and multimorbidities, leading to a greater need for and reliance on informal care [<xref ref-type="bibr" rid="ref2">2</xref>]. Though there is no uniform and uniformly accepted definition, informal carers are commonly understood as those who provide unpaid care and support to relatives or significant others living with long-term health conditions, disability, or care needs presenting in older adult years [<xref ref-type="bibr" rid="ref3">3</xref>]. They play a crucial role in sustaining health care systems [<xref ref-type="bibr" rid="ref4">4</xref>] and contribute an estimated 16.4 billion hours of unpaid care each day, the equivalent of 2 billion people working 8-hour shifts without compensation [<xref ref-type="bibr" rid="ref5">5</xref>]. While informal care spans all age groups and conditions, the need for support from informal carers is expected to increase as populations continue to age [<xref ref-type="bibr" rid="ref5">5</xref>].</p><p>Although informal care provides significant societal and economic contributions, it can have negative impacts on the physical and mental health of the informal carer [<xref ref-type="bibr" rid="ref6">6</xref>]. Compared to noncarer peers, evidence confirms that informal carers experience lower levels of well-being [<xref ref-type="bibr" rid="ref7">7</xref>,<xref ref-type="bibr" rid="ref8">8</xref>], higher rates of common mental disorders, such as depression and anxiety [<xref ref-type="bibr" rid="ref9">9</xref>,<xref ref-type="bibr" rid="ref10">10</xref>], greater sleep disturbances [<xref ref-type="bibr" rid="ref11">11</xref>,<xref ref-type="bibr" rid="ref12">12</xref>], and an overall poorer quality of life [<xref ref-type="bibr" rid="ref13">13</xref>]. Illness-related demands, including uncertainty about the illness timeline and course and a deterioration in the care recipient&#x2019;s needs, can contribute to carers&#x2019; poorer well-being. In turn, this reduced well-being can reduce their capacity to provide care and hinder their care recipient&#x2019;s well-being and outcomes [<xref ref-type="bibr" rid="ref14">14</xref>]. Despite a well-established relationship between informal carer status and poorer carer health, health and social care providers often prioritize the care recipient&#x2019;s needs over those of the carer, leaving informal carers feeling overlooked or abandoned [<xref ref-type="bibr" rid="ref15">15</xref>]. Addressing these issues, especially against the backdrop of an aging global population, requires better support structures for informal carers.</p><p>According to the International Telecommunication Union, an estimated 68% of the global population had access to the internet in 2024, including 92% of households in the United States, 98% in the United Kingdom, and 74% in China [<xref ref-type="bibr" rid="ref16">16</xref>]. As more informal carers turn to the internet for assistance [<xref ref-type="bibr" rid="ref17">17</xref>], digital tools are becoming increasingly valuable in supporting their caring roles. Digital technologies encompass a variety of formats, including mobile apps [<xref ref-type="bibr" rid="ref18">18</xref>] and web-based platforms [<xref ref-type="bibr" rid="ref19">19</xref>], which provide valuable information, resources, and training related to care. They can raise awareness of the issues carers face and can also enhance their understanding of the needs of those they care for, offer insights into adaptive coping strategies, and build supportive communities.</p><p>In the last decade, open online courses have gained attention for their potential to deliver targeted, equitable, and supportive education to disadvantaged groups [<xref ref-type="bibr" rid="ref20">20</xref>], including informal carers. Open online courses are characterized as such because they are (1) free to enroll (&#x201C;open&#x201D;), (2) offered via the internet (&#x201C;online&#x201D;), and (3) designed around structured learning objectives (&#x201C;courses&#x201D;) [<xref ref-type="bibr" rid="ref21">21</xref>]. They typically include features, such as short video lectures, automated assessments that give instant feedback to test understanding, and online discussion forums where participants can ask questions and share ideas, often with guidance from course instructors. Open online courses encompass various formats designed to deliver structured learning in an accessible, flexible manner. For example, corporate open online courses are made specifically for organizations, small open online courses cater to specialized topics with smaller audiences, and nano open online courses require less than 20 hours of engagement. Among the variants, massive open online courses (MOOCs) are the most prominent, distinguished by their ability to reach thousands of learners worldwide simultaneously, unlike the smaller-scale reach of other open online courses. By the end of 2020, MOOCs had attracted over 180 million learner enrollments across more than 16,300 courses globally [<xref ref-type="bibr" rid="ref22">22</xref>]. Their scalability allows them to overcome traditional educational barriers, such as geographical and financial constraints, and broaden global access to learning opportunities [<xref ref-type="bibr" rid="ref23">23</xref>].</p><p>Despite their popularity, evidence on the effectiveness and impact of open online courses for informal carers is limited. While several reviews have investigated the application of open online courses in health education [<xref ref-type="bibr" rid="ref24">24</xref>-<xref ref-type="bibr" rid="ref26">26</xref>], to date, there have been no reviews that have focused on open online courses for informal carers. Lamura et al [<xref ref-type="bibr" rid="ref27">27</xref>,<xref ref-type="bibr" rid="ref28">28</xref>] highlight the potential of novel technological solutions to empower and support carers. However, it remains unclear whether challenges associated with existing open online courses, such as high dropout rates [<xref ref-type="bibr" rid="ref29">29</xref>], difficulty with navigating course platforms [<xref ref-type="bibr" rid="ref30">30</xref>], and variable levels of digital literacy in learners [<xref ref-type="bibr" rid="ref31">31</xref>], also affect those designed for informal carers.</p><p>To address the evidence gaps, this systematic integrative review seeks to map the key characteristics of open online courses designed for informal carers and learners&#x2019; experiences. In addition, the review will identify common barriers and enablers to participation and deployment of these open online courses, aiming to provide recommendations that guide the future development, implementation, and assessment of these resources for supporting informal carers.</p></sec><sec id="s2" sec-type="methods"><title>Methods</title><sec id="s2-1"><title>Overview</title><p>The review followed Whittemore and Knafl&#x2019;s [<xref ref-type="bibr" rid="ref32">32</xref>] integrative review methodology and current PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines (<xref ref-type="supplementary-material" rid="app3">Checklist 1</xref>; [<xref ref-type="bibr" rid="ref33">33</xref>]). A protocol was registered on the International Prospective Register of Systematic Reviews (CRD42024532766). This allowed for the synthesis of both empirical (quantitative and qualitative) evidence and theoretical literature related to open online courses for informal carers.</p></sec><sec id="s2-2"><title>Eligibility Criteria</title><p>The review used the population, intervention, comparator, outcome (PICO) framework for inclusion in the study [<xref ref-type="bibr" rid="ref34">34</xref>]:</p><list list-type="order"><list-item><p>Population: Learners aged 16 years old and above from any geographic area who participated in an open online course designed for informal carers.</p></list-item><list-item><p>Intervention: Open online courses designed for informal carers. This includes studies that reported on course development, or delivery, or learner outcomes using qualitative, quantitative, or mixed methods. In accordance with Tashakkori and Creswell [<xref ref-type="bibr" rid="ref35">35</xref>], papers were classified as mixed methods if they combined both qualitative and quantitative approaches or methods within the same study.</p></list-item><list-item><p>Comparator: Papers did not need to include a comparator for inclusion in this systematic integrative review.</p></list-item><list-item><p>Outcome: Learner-focused outcomes, such as knowledge, skills, perceived support, attitudes, course satisfaction, and feedback on course aspects were assessed.</p></list-item></list><p>In addition to the PICO framework, the following criteria (<xref ref-type="other" rid="box1">Textbox 1</xref>) were used.</p><boxed-text id="box1"><title> Inclusion and exclusion criteria.</title><p><bold>Inclusion criteria</bold></p><list list-type="bullet"><list-item><p>Studies published in English.</p></list-item><list-item><p>Studies published in peer-reviewed journals.</p></list-item></list><p><bold>Exclusion criteria</bold></p><list list-type="bullet"><list-item><p>Studies on e-learning (ie, learning on the internet) without a specific focus on open online courses.</p></list-item><list-item><p>Studies on open online courses that did not mention informal carers as a target learner in their course title or description.</p></list-item><list-item><p>Conference abstracts, opinion pieces, unpublished dissertations, non-peer-reviewed papers, or book chapters.</p></list-item></list></boxed-text></sec><sec id="s2-3"><title>Search Strategy</title><p>The search strategy was developed by the first author (KWA) in consultation with an academic librarian specializing in health sciences. Keywords were informed by the research question and relevant literature on informal carers and internet-based education. A formal search was conducted on July 18, 2024, by KWA, who searched the following databases: (1) APA PsycINFO, (2) CINAHL, (3) EMBASE, and (4) MEDLINE. The following search string was used: (&#x201C;informal&#x201D; or &#x201C;family&#x201D; or &#x201C;unpaid&#x201D;) AND (&#x201C;carers&#x201D; or &#x201C;caregivers&#x201D; or &#x201C;care&#x201D; or &#x201C;caring&#x201D;) AND &#x201C;online course.&#x201D; This combination of terms was chosen to capture the varied terminology used to describe informal carers across papers and was adapted to match the requirements of each database. There were no date or demographic restrictions on the included studies. The complete search strategy for each database can be found in <xref ref-type="supplementary-material" rid="app1">Multimedia Appendix 1</xref>. Backward and forward citation was also conducted on the reference lists of included studies. The search was rerun on 30 January, 2025, to ensure inclusion of the most recent research.</p></sec><sec id="s2-4"><title>Selection of Studies</title><p>All papers retrieved from database searches were imported into EndNote 21 (Clarivate; [<xref ref-type="bibr" rid="ref36">36</xref>]), and duplicates were removed. The title and abstract of each paper were imported into Covidence software (Veritas Health Innovation [<xref ref-type="bibr" rid="ref37">37</xref>]) and independently screened for eligibility by 2 reviewers (KWA and JO). Any studies that appeared to meet the eligibility criteria, or where eligibility was unclear, proceeded to the next stage of full-text screening. Full texts were then assessed independently by the same 2 reviewers against inclusion and exclusion criteria. Reasons for exclusion at this stage were recorded in Covidence. Disagreements between the 2 reviewers were resolved by discussion and reaching consensus.</p></sec><sec id="s2-5"><title>Data Extraction</title><p>A structured summary table was developed based on the research question and objectives and piloted on 2 papers to ensure consistency. The extracted information included key paper characteristics (ie, author, publication year, origin, sample size, sample characteristics, and study design), open online course characteristics (ie, course type, duration, topic areas, development, and pedagogical approaches), and evaluation details (ie, evaluation methods, learning outcomes, barriers and enablers to learning, and course feedback). Data were extracted by KWA and reviewed by JO for accuracy.</p></sec><sec id="s2-6"><title>Assessment of Methodological Quality</title><p>The methodological quality of selected papers was reviewed. Quantitative papers were critically appraised using the Effective Public Health Practice Project (EPHPP) Quality Assessment Tool [<xref ref-type="bibr" rid="ref38">38</xref>]. This tool, originally designed for evaluating health and medical literature, has demonstrated content and construct validity [<xref ref-type="bibr" rid="ref38">38</xref>,<xref ref-type="bibr" rid="ref39">39</xref>]. The EPHPP tool assesses quantitative research based on 8 key criteria: selection bias, study design, confounders, blinding, data collection methods, withdrawals and dropouts, intervention integrity, and analyses. Each criterion is scored on a 3-point scale. The global study rating is classified as &#x201C;strong&#x201D; if no components are rated as weak, &#x201C;moderate&#x201D; if there is 1 weak rating, and &#x201C;weak&#x201D; if there are 2 or more weak ratings.</p><p>The Critical Appraisal Skills Program (CASP) toolkit [<xref ref-type="bibr" rid="ref40">40</xref>] was applied to qualitative papers. This is the preferred tool for assessing the methodological quality of qualitative studies in health care research and has been used in reviews related to the care of conditions like dementia [<xref ref-type="bibr" rid="ref41">41</xref>-<xref ref-type="bibr" rid="ref43">43</xref>]. The toolkit assesses the applicability, reliability, and validity of qualitative research through 10 questions. These questions cover the research aim, methodology, research design, recruitment strategy, data collection, relationships between researcher and participants, ethical considerations, data analysis, findings, and the research value. Studies obtaining 8 or more &#x201C;yes&#x201D; ratings are classified as &#x201C;strong&#x201D;; 5-7 &#x201C;yes&#x201D; ratings are classified as &#x201C;moderate,&#x201D; and fewer than 5 &#x201C;yes&#x201D; ratings are defined as &#x201C;weak.&#x201D;</p><p>For mixed methods studies, both the EPHPP and CASP were used to appraise the respective qualitative and quantitative components. This approach enabled a more rigorous, design-specific appraisal and maintained consistency with the evaluation of methodologically singular studies. This combination of appraisal tools has also been adopted in other systematic reviews of carer and health-related interventions [<xref ref-type="bibr" rid="ref41">41</xref>,<xref ref-type="bibr" rid="ref44">44</xref>].</p><p>Quality assessment was conducted independently by 2 reviewers (KWA and AK - a master&#x2019;s level researcher). Both reviewers were blinded to each other&#x2019;s decisions. The 2 raters&#x2019; respective results were compared, and any discrepancies were resolved through discussion and consultation with a third reviewer (JO) to establish a consensus.</p></sec><sec id="s2-7"><title>Data Synthesis</title><p>Narrative synthesis allows for the inclusion of qualitative, quantitative, and mixed methods studies to be reported in a systematic manner [<xref ref-type="bibr" rid="ref45">45</xref>]. Given the heterogeneity of methodologies and outcome measures in the included studies, a narrative synthesis was deemed the most suitable option for this review. Guided by the framework outlined by Popay et al [<xref ref-type="bibr" rid="ref45">45</xref>], the synthesis was conducted by KWA, who first identified similarities and differences between the included studies and their measured outcomes. This enabled the categorization of findings according to the characteristics of each open online course and the experience of learning on each course. Categories were further refined through discussion and consultation with JO. This resulted in a preliminary synthesis of the studies, which explored recurring patterns and relationships throughout the data.</p></sec></sec><sec id="s3" sec-type="results"><title>Results</title><sec id="s3-1"><title>Search Process</title><p>A PRISMA diagram of the literature search and screening process is shown in <xref ref-type="fig" rid="figure1">Figure 1</xref>. The initial and rerun database searches yielded 200 records in total, with 1 additional record identified through a backward citation search. After removing duplicates, 132 records remained for screening, of which 117 records were excluded. Fifteen records were deemed eligible for full-text review. Of these, 6 records were excluded for not meeting inclusion criteria: 2 papers&#x2019; [<xref ref-type="bibr" rid="ref46">46</xref>,<xref ref-type="bibr" rid="ref47">47</xref>] courses were not free to enroll and therefore were not considered to be open online courses; 1 paper&#x2019;s [<xref ref-type="bibr" rid="ref48">48</xref>] course did not have a set start and end date so it was not classified as an open online course; another paper was excluded as it was a commentary piece [<xref ref-type="bibr" rid="ref49">49</xref>]; and 2 papers [<xref ref-type="bibr" rid="ref50">50</xref>,<xref ref-type="bibr" rid="ref51">51</xref>] were excluded for not reporting on the development, delivery, or learner outcomes of the open online course. Ten records [<xref ref-type="bibr" rid="ref52">52</xref>-<xref ref-type="bibr" rid="ref61">61</xref>] were included in the final review.</p><fig position="float" id="figure1"><label>Figure 1.</label><caption><p>Preferred Reporting Items for Systematic Reviews and Meta-Analyses flow diagram of literature search and screening results.</p></caption><graphic alt-version="no" mimetype="image" position="float" xlink:type="simple" xlink:href="jmir_v27i1e72808_fig01.png"/></fig></sec><sec id="s3-2"><title>Paper Characteristics</title><p>The 10 identified papers [<xref ref-type="bibr" rid="ref52">52</xref>-<xref ref-type="bibr" rid="ref61">61</xref>] included in this systematic integrative review came from 9 studies [<xref ref-type="bibr" rid="ref52">52</xref>-<xref ref-type="bibr" rid="ref60">60</xref>]. They comprised 6 quantitative papers [<xref ref-type="bibr" rid="ref54">54</xref>,<xref ref-type="bibr" rid="ref56">56</xref>-<xref ref-type="bibr" rid="ref58">58</xref>,<xref ref-type="bibr" rid="ref60">60</xref>,<xref ref-type="bibr" rid="ref61">61</xref>] and 4 mixed methods papers [<xref ref-type="bibr" rid="ref52">52</xref>,<xref ref-type="bibr" rid="ref53">53</xref>,<xref ref-type="bibr" rid="ref55">55</xref>,<xref ref-type="bibr" rid="ref59">59</xref>]. Among the quantitative papers, there were 4 cohort studies [<xref ref-type="bibr" rid="ref54">54</xref>,<xref ref-type="bibr" rid="ref56">56</xref>-<xref ref-type="bibr" rid="ref58">58</xref>], 1 randomized controlled trial (RCT) [<xref ref-type="bibr" rid="ref60">60</xref>], and a protocol for the same RCT [<xref ref-type="bibr" rid="ref61">61</xref>]. The mixed methods papers included 3 cohort studies [<xref ref-type="bibr" rid="ref52">52</xref>,<xref ref-type="bibr" rid="ref53">53</xref>,<xref ref-type="bibr" rid="ref59">59</xref>] and 1 case study [<xref ref-type="bibr" rid="ref55">55</xref>]. Notably, 9 [<xref ref-type="bibr" rid="ref52">52</xref>-<xref ref-type="bibr" rid="ref55">55</xref>,<xref ref-type="bibr" rid="ref57">57</xref>-<xref ref-type="bibr" rid="ref61">61</xref>] of the 10 papers [<xref ref-type="bibr" rid="ref52">52</xref>-<xref ref-type="bibr" rid="ref61">61</xref>] were published from the year 2020 onwards. The papers originated from several countries, including Australia [<xref ref-type="bibr" rid="ref53">53</xref>,<xref ref-type="bibr" rid="ref54">54</xref>,<xref ref-type="bibr" rid="ref56">56</xref>,<xref ref-type="bibr" rid="ref57">57</xref>,<xref ref-type="bibr" rid="ref60">60</xref>,<xref ref-type="bibr" rid="ref61">61</xref>], Brazil [<xref ref-type="bibr" rid="ref55">55</xref>], Canada [<xref ref-type="bibr" rid="ref59">59</xref>], Portugal [<xref ref-type="bibr" rid="ref58">58</xref>], and the United Kingdom [<xref ref-type="bibr" rid="ref52">52</xref>]. A detailed summary of the characteristics of the included papers is presented in <xref ref-type="table" rid="table1">Tables 1</xref><xref ref-type="table" rid="table2"/>-<xref ref-type="table" rid="table3">3</xref>.</p><table-wrap id="t1" position="float"><label>Table 1.</label><caption><p>Country of origin, design, and sample size range.</p></caption><table id="table1" frame="hsides" rules="groups"><thead><tr><td align="left" valign="bottom">Authors</td><td align="left" valign="bottom">Origin</td><td align="left" valign="bottom">Design</td><td align="left" valign="bottom">Sample size range</td></tr></thead><tbody><tr><td align="left" valign="top">Blakemore et al [<xref ref-type="bibr" rid="ref52">52</xref>]</td><td align="left" valign="top">United Kingdom</td><td align="left" valign="top">Mixed Methods</td><td align="left" valign="top">14-909</td></tr><tr><td align="left" valign="top">Borchard et al [<xref ref-type="bibr" rid="ref53">53</xref>]</td><td align="left" valign="top">Australia</td><td align="left" valign="top">Mixed Methods</td><td align="left" valign="top">4712</td></tr><tr><td align="left" valign="top">Claflin et al [<xref ref-type="bibr" rid="ref54">54</xref>]</td><td align="left" valign="top">Australia</td><td align="left" valign="top">Quantitative</td><td align="left" valign="top">1549-3518</td></tr><tr><td align="left" valign="top">do Canto et al [<xref ref-type="bibr" rid="ref55">55</xref>]</td><td align="left" valign="top">Brazil</td><td align="left" valign="top">Mixed Methods</td><td align="left" valign="top">3</td></tr><tr><td align="left" valign="top">Eccleston et al [<xref ref-type="bibr" rid="ref56">56</xref>]</td><td align="left" valign="top">Australia</td><td align="left" valign="top">Quantitative</td><td align="left" valign="top">4894</td></tr><tr><td align="left" valign="top">Fair et al [<xref ref-type="bibr" rid="ref57">57</xref>]</td><td align="left" valign="top">Australia</td><td align="left" valign="top">Quantitative</td><td align="left" valign="top">17,591</td></tr><tr><td align="left" valign="top">Lumini et al [<xref ref-type="bibr" rid="ref58">58</xref>]</td><td align="left" valign="top">Portugal</td><td align="left" valign="top">Quantitative</td><td align="left" valign="top">11&#x2010;33</td></tr><tr><td align="left" valign="top">Rottenberg and Williams [<xref ref-type="bibr" rid="ref59">59</xref>]</td><td align="left" valign="top">Canada</td><td align="left" valign="top">Mixed Methods</td><td align="left" valign="top">5-111</td></tr><tr><td align="left" valign="top">Whittingham et al [<xref ref-type="bibr" rid="ref61">61</xref>]</td><td align="left" valign="top">Australia</td><td align="left" valign="top">Quantitative Protocol</td><td align="left" valign="top">Aiming for 66</td></tr><tr><td align="left" valign="top">Whittingham et al [<xref ref-type="bibr" rid="ref60">60</xref>]</td><td align="left" valign="top">Australia</td><td align="left" valign="top">Quantitative</td><td align="left" valign="top">67</td></tr></tbody></table><table-wrap-foot><fn id="table1fn1"><p><sup>a</sup>%F: percentage female.</p></fn><fn id="table1fn2"><p><sup>b</sup>%BD: percentage with a bachelor&#x2019;s degree.</p></fn></table-wrap-foot></table-wrap><table-wrap id="t2" position="float"><label>Table 2.</label><caption><p>Sample characteristics</p></caption><table id="table2" frame="hsides" rules="groups"><thead><tr><td align="left" valign="top">Target group</td><td align="left" valign="top">Age (years)</td><td align="left" valign="top">Female (%)</td><td align="left" valign="top">Bachelor&#x2019;s degree (%)</td></tr></thead><tbody><tr><td align="left" valign="top">Cancer genomics community</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td></tr><tr><td align="left" valign="top">Informal carers of dementia patients and noncarers</td><td align="left" valign="top">Median 50 (IQR 35-61)</td><td align="left" valign="top">82</td><td align="left" valign="top">25</td></tr><tr><td align="left" valign="top">Multiple sclerosis community</td><td align="left" valign="top">Mean 44 (SD 13)</td><td align="left" valign="top">84</td><td align="left" valign="top">59</td></tr><tr><td align="left" valign="top">Informal carers of older stroke survivors</td><td align="left" valign="top">Mean 53</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td></tr><tr><td align="left" valign="top">Dementia community</td><td align="left" valign="top">Median 39 (IQR 29-48)</td><td align="left" valign="top">90</td><td align="left" valign="top">32</td></tr><tr><td align="left" valign="top">Traumatic brain injury community</td><td align="left" valign="top">Mean 43 (SD 15)</td><td align="left" valign="top">83</td><td align="left" valign="top">36</td></tr><tr><td align="left" valign="top">Informal carers during COVID-19</td><td align="left" valign="top">Mean 54 (SD 9)</td><td align="left" valign="top">73</td><td align="left" valign="top">30</td></tr><tr><td align="left" valign="top">Informal carers of older adults</td><td align="left" valign="top">Mode 45&#x2010;64</td><td align="left" valign="top">72</td><td align="left" valign="top">&#x2014;</td></tr><tr><td align="left" valign="top">Parents of children with cerebral palsy</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td></tr><tr><td align="left" valign="top">Parents of children with cerebral palsy</td><td align="left" valign="top">Mean 38-40 (SD 6-9)</td><td align="left" valign="top">91-100</td><td align="left" valign="top">44-59</td></tr></tbody></table></table-wrap><table-wrap id="t3" position="float"><label>Table 3.</label><caption><p>Course characteristics, development, evaluation methods, and learner outcomes.</p></caption><table id="table3" frame="hsides" rules="groups"><thead><tr><td align="left" valign="bottom">Authors</td><td align="left" valign="bottom">Course characteristics (subject, learning platform, developer, duration, and number of modules)</td><td align="left" valign="bottom">Development process</td><td align="left" valign="bottom">Evaluation methods</td><td align="left" valign="bottom">Learner outcomes</td></tr></thead><tbody><tr><td align="left" valign="top">Blakemore et al [<xref ref-type="bibr" rid="ref52">52</xref>]</td><td align="left" valign="top">MOOC<sup><xref ref-type="table-fn" rid="table3fn1">a</xref></sup> on cancer genomics (platform: FutureLearn, developer: Global University Systems, duration: 6 week, modules: NR<sup><xref ref-type="table-fn" rid="table3fn2">b</xref></sup>)</td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Not recorded</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Written summary assignment</p></list-item><list-item><p>Digital literacy task</p></list-item><list-item><p>Learner comments</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Improved digital literacy</p></list-item><list-item><p>Engaging but limited varied learning methods</p></list-item></list></td></tr><tr><td align="left" valign="top">Borchard et al [<xref ref-type="bibr" rid="ref53">53</xref>]</td><td align="left" valign="top">MOOC on dementia (platform: Wicking Dementia Center, developer: University of Tasmania, duration: 7 week, modules: 3)</td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Not recorded</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Engagement metrics (posts and replies in discussion boards)</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Higher engagement among carers</p></list-item><list-item><p>Barriers included technical issues and accessibility challenges</p></list-item></list></td></tr><tr><td align="left" valign="top">Claflin et al [<xref ref-type="bibr" rid="ref54">54</xref>]</td><td align="left" valign="top">MOOC on multiple sclerosis (platform: Menzies Institute, developer: University of Tasmania, duration: 6 week, modules: 6)</td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Modeled after the Wicking Dementia Research and Education Centre MOOCs</p></list-item><list-item><p>Iterative updates</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Learning management system data</p></list-item><list-item><p>Feedback surveys</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>High satisfaction</p></list-item><list-item><p>Age and education influenced outcomes</p></list-item></list></td></tr><tr><td align="left" valign="top">do Canto et al [<xref ref-type="bibr" rid="ref55">55</xref>]</td><td align="left" valign="top">MOOC for informal carers of older stroke survivors (platform: Moodle, developer: Moodle HQ, duration: NR, modules: 12)</td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Developed by nurses, with iterative expert input on content analysis, storyboarding, digital creation, platform integration, and preliminary evaluation</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Assessment instrument</p></list-item><list-item><p>Preliminary course feedback</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Positive feedback on accessibility and content</p></list-item><list-item><p>Suggestions to enhance audio</p></list-item></list></td></tr><tr><td align="left" valign="top">Eccleston et al [<xref ref-type="bibr" rid="ref56">56</xref>]</td><td align="left" valign="top">MOOC on dementia (platform: Wicking Dementia Center, developer: University of Tasmania, duration: 9 week, modules: NR)</td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Not recorded</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Pre- and postcourse assessments</p></list-item><list-item><p>Knowledge tests</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Significant knowledge increase</p></list-item><list-item><p>Completion rate exceeded average MOOCs</p></list-item></list></td></tr><tr><td align="left" valign="top">Fair et al [<xref ref-type="bibr" rid="ref57">57</xref>]</td><td align="left" valign="top">MOOC on traumatic brain injury (platform: Wicking Dementia Center, developer: University of Tasmania, duration: 7 week, modules: 4)</td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Modeled after the Wicking Dementia Research and Education Center MOOCs</p></list-item><list-item><p>Iterative updates</p></list-item><list-item><p>Piloted before launch</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Learning management system data</p></list-item><list-item><p>Precourse survey</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>TBI<sup><xref ref-type="table-fn" rid="table3fn3">c</xref></sup> education was the main motivation for enrollment</p></list-item><list-item><p>Higher completion in those with TBI experience and retirees</p></list-item><list-item><p>Lower in educated individuals without TBI experience and carers</p></list-item></list></td></tr><tr><td align="left" valign="top">Lumini et al [<xref ref-type="bibr" rid="ref58">58</xref>]</td><td align="left" valign="top">MOOC for informal carers during COVID-19 (platform: NAU, developer: FCCN Unit of the Foundation for Science and Technology, duration: NR; modules: 9)</td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Evidence-based</p></list-item><list-item><p>Plain language</p></list-item><list-item><p>Delphi-validated by experts</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Pre- and postknowledge questionnaires</p></list-item><list-item><p>Technology Acceptance Model</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Increased knowledge and self-confidence</p></list-item><list-item><p>Challenges balancing time and providing care</p></list-item></list></td></tr><tr><td align="left" valign="top">Rottenberg and Williams [<xref ref-type="bibr" rid="ref59">59</xref>]</td><td align="left" valign="top">MOOC for informal carers of older adults (platform: Desire2Learn Open Courses, developer: Desire2Learn, duration: 8 week, modules: 4)</td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Codeveloped by experts across McMaster research groups</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Pre- and postcourse surveys</p></list-item><list-item><p>Telephone interviews</p></list-item><list-item><p>Focus groups</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Flexible and accessible</p></list-item><list-item><p>Suggestions for better navigation and engagement</p></list-item></list></td></tr><tr><td align="left" valign="top">Whittingham et al [<xref ref-type="bibr" rid="ref61">61</xref>]</td><td align="left" valign="top">MOOC on parenting for children with cerebral palsy (platform: edX, developer: 2U, duration: 10 week, modules: NR)</td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Adapted from parenting and ACT<sup><xref ref-type="table-fn" rid="table3fn4">d</xref></sup> techniques</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Embedded course questions</p></list-item><list-item><p>Likert scale feedback</p></list-item><list-item><p>Qualitative comments (proposed evaluation)</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Not recorded</p></list-item></list></td></tr><tr><td align="left" valign="top">Whittingham et al [<xref ref-type="bibr" rid="ref60">60</xref>]</td><td align="left" valign="top">MOOC on parenting for children with cerebral palsy (platform: edX, developer: 2U, duration: 10 week, modules: NR)</td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Adapted from parenting and ACT techniques</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Intent-to-treat sample</p></list-item><list-item><p>Multilevel modeling</p></list-item><list-item><p>Full-information maximum likelihood</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Improved parenting skills, maintained at 6-month follow-up</p></list-item><list-item><p>Praised for flexibility and interactivity</p></list-item></list></td></tr></tbody></table><table-wrap-foot><fn id="table3fn1"><p><sup>a</sup>MOOC: massive open online course.</p></fn><fn id="table3fn2"><p><sup>b</sup>NR: not recorded.</p></fn><fn id="table3fn3"><p><sup>c</sup>TBI: traumatic brain injury.</p></fn><fn id="table3fn4"><p><sup>d</sup>ACT: acceptance and commitment therapy.</p></fn></table-wrap-foot></table-wrap></sec><sec id="s3-3"><title>Sample Characteristics</title><p>Sample sizes in the included papers ranged from 3 [<xref ref-type="bibr" rid="ref55">55</xref>] to 17,591 [<xref ref-type="bibr" rid="ref57">57</xref>] participants. The papers targeted different informal carer populations. A total of 4 papers [<xref ref-type="bibr" rid="ref53">53</xref>,<xref ref-type="bibr" rid="ref55">55</xref>,<xref ref-type="bibr" rid="ref56">56</xref>,<xref ref-type="bibr" rid="ref59">59</xref>] focused on carers of older adults, including 2 papers [<xref ref-type="bibr" rid="ref53">53</xref>,<xref ref-type="bibr" rid="ref56">56</xref>] on carers of people living with dementia, 1 paper [<xref ref-type="bibr" rid="ref59">59</xref>] on carers of older adults, and 1 paper [<xref ref-type="bibr" rid="ref55">55</xref>] on carers of older individuals who survived strokes. Notably, 5 papers [<xref ref-type="bibr" rid="ref52">52</xref>,<xref ref-type="bibr" rid="ref54">54</xref>,<xref ref-type="bibr" rid="ref57">57</xref>,<xref ref-type="bibr" rid="ref60">60</xref>,<xref ref-type="bibr" rid="ref61">61</xref>] had a focus on carers of other chronic conditions, including a protocol and subsequent study on parents of children with cerebral palsy [<xref ref-type="bibr" rid="ref60">60</xref>,<xref ref-type="bibr" rid="ref61">61</xref>], carers of individuals with multiple sclerosis [<xref ref-type="bibr" rid="ref54">54</xref>], carers of individuals with cancer [<xref ref-type="bibr" rid="ref52">52</xref>], and carers of individuals with traumatic brain injury [<xref ref-type="bibr" rid="ref57">57</xref>]. In addition, 1 paper [<xref ref-type="bibr" rid="ref58">58</xref>] addressed carers in the context of the COVID-19 pandemic.</p><p>Ages of the learners were reported in 7 [<xref ref-type="bibr" rid="ref53">53</xref>-<xref ref-type="bibr" rid="ref59">59</xref>] of the 10 papers [<xref ref-type="bibr" rid="ref52">52</xref>-<xref ref-type="bibr" rid="ref61">61</xref>]. Participants were typically middle-aged adults, with their mean ages ranging from 38 (SD 6) [<xref ref-type="bibr" rid="ref60">60</xref>] to 54 (SD 9) years [<xref ref-type="bibr" rid="ref58">58</xref>]. The gender (or sex) distribution of learners was reported in 7 papers [<xref ref-type="bibr" rid="ref53">53</xref>,<xref ref-type="bibr" rid="ref54">54</xref>,<xref ref-type="bibr" rid="ref56">56</xref>-<xref ref-type="bibr" rid="ref60">60</xref>], and in each, over 70% of participants were reported as female.</p></sec><sec id="s3-4"><title>Course Development</title><p>A total of 7 [<xref ref-type="bibr" rid="ref54">54</xref>,<xref ref-type="bibr" rid="ref55">55</xref>,<xref ref-type="bibr" rid="ref57">57</xref>-<xref ref-type="bibr" rid="ref61">61</xref>] of 10 papers [<xref ref-type="bibr" rid="ref52">52</xref>-<xref ref-type="bibr" rid="ref61">61</xref>] reviewed reported details about the development process of their open online course. In these papers, the process typically commenced with a needs assessment to identify the specific challenges faced by the target carer group. For example, Lumini et al [<xref ref-type="bibr" rid="ref58">58</xref>] conducted a Delphi study with experts to select and validate care topics relevant to the COVID-19 pandemic, while Rottenberg and Williams [<xref ref-type="bibr" rid="ref59">59</xref>] designed their course to meet informal carers&#x2019; needs for practical, accessible information on health care issues for older adults. Claflin et al [<xref ref-type="bibr" rid="ref54">54</xref>] and Fair et al [<xref ref-type="bibr" rid="ref57">57</xref>] developed their courses based on existing MOOCs for participants from diverse backgrounds (ie, the Wicking Dementia Research and Education Center MOOCs). Similarly, Whittingham et al [<xref ref-type="bibr" rid="ref60">60</xref>,<xref ref-type="bibr" rid="ref61">61</xref>] tailored their course based on already established Acceptance and Commitment Therapy techniques from a previously conducted RCT for parents of children with cerebral palsy, as well as relevant parenting literature. Do Canto et al [<xref ref-type="bibr" rid="ref55">55</xref>], Fair et al [<xref ref-type="bibr" rid="ref57">57</xref>], and Rottenberg and Williams [<xref ref-type="bibr" rid="ref59">59</xref>] used pilot testing to refine course structure, content, and usability.</p></sec><sec id="s3-5"><title>Course Implementation</title><sec id="s3-5-1"><title>Content</title><p>The open online courses in the included papers were all presented as MOOCs, the most popular format of open online course, where several thousand learners can participate at the same time. The reported course content was tailored to address caring challenges for specific health conditions or caring situations. For example, courses targeted at carers of individuals with dementia focused on understanding the progression of dementia and managing related behavioral symptoms [<xref ref-type="bibr" rid="ref53">53</xref>,<xref ref-type="bibr" rid="ref56">56</xref>]. In contrast, courses targeting parents of children with cerebral palsy aimed at enhancing parenting skills and reducing carer stress [<xref ref-type="bibr" rid="ref60">60</xref>,<xref ref-type="bibr" rid="ref61">61</xref>]. One course on traumatic brain injury provided information on the condition&#x2019;s impacts and how to manage caring for survivors [<xref ref-type="bibr" rid="ref57">57</xref>]. Some courses were designed to address situational challenges, such as best practices for general care provision during the COVID-19 pandemic [<xref ref-type="bibr" rid="ref58">58</xref>] and the essentials for family care of older persons [<xref ref-type="bibr" rid="ref59">59</xref>] [<xref ref-type="bibr" rid="ref48">48</xref>].</p></sec><sec id="s3-5-2"><title>Duration</title><p>The length of course runs was variable. Overall, 8 [<xref ref-type="bibr" rid="ref52">52</xref>-<xref ref-type="bibr" rid="ref54">54</xref>,<xref ref-type="bibr" rid="ref56">56</xref>,<xref ref-type="bibr" rid="ref57">57</xref>,<xref ref-type="bibr" rid="ref59">59</xref>-<xref ref-type="bibr" rid="ref61">61</xref>] out of 10 papers [<xref ref-type="bibr" rid="ref52">52</xref>-<xref ref-type="bibr" rid="ref61">61</xref>] specified course length, where durations ranged from 6 weeks [<xref ref-type="bibr" rid="ref52">52</xref>,<xref ref-type="bibr" rid="ref54">54</xref>] to 10 weeks [<xref ref-type="bibr" rid="ref60">60</xref>,<xref ref-type="bibr" rid="ref61">61</xref>].</p></sec><sec id="s3-5-3"><title>Delivery</title><p>The courses used a range of methods to deliver content to learners. A key feature across all courses was modular content, which allowed participants to flexibly engage with material and learn and progress at their own pace. Qualitative findings from Rottenberg and Williams [<xref ref-type="bibr" rid="ref59">59</xref>] highlighted that carers valued the self-paced nature of the course, as the ability to &#x201C;hop online anytime&#x201D; allowed them to effectively balance care duties with course participation.</p><p>All but 2 courses [<xref ref-type="bibr" rid="ref55">55</xref>,<xref ref-type="bibr" rid="ref58">58</xref>] featured a discussion forum to facilitate peer interaction and encourage a community learning environment. All courses reported across the 10 papers [<xref ref-type="bibr" rid="ref52">52</xref>-<xref ref-type="bibr" rid="ref61">61</xref>] also included some form of supplementary material, such as quizzes [<xref ref-type="bibr" rid="ref52">52</xref>-<xref ref-type="bibr" rid="ref54">54</xref>,<xref ref-type="bibr" rid="ref56">56</xref>-<xref ref-type="bibr" rid="ref59">59</xref>], downloadable resources [<xref ref-type="bibr" rid="ref55">55</xref>,<xref ref-type="bibr" rid="ref57">57</xref>-<xref ref-type="bibr" rid="ref59">59</xref>], or journaling activities [<xref ref-type="bibr" rid="ref60">60</xref>,<xref ref-type="bibr" rid="ref61">61</xref>], to reinforce learning and assess progress.</p></sec><sec id="s3-5-4"><title>Accessibility</title><p>All 10 papers&#x2019; [<xref ref-type="bibr" rid="ref52">52</xref>-<xref ref-type="bibr" rid="ref61">61</xref>] courses were offered online and free to access. However, Blakemore et al [<xref ref-type="bibr" rid="ref52">52</xref>] allowed learners to pay an optional fee to complete a written peer assessment.</p><p>Fair et al [<xref ref-type="bibr" rid="ref57">57</xref>] noted that their MOOC on traumatic brain injury was only available in English but adhered to Web Content Accessibility Guidelines, a set of standards designed to make web-based content more accessible to people with disabilities, such as those with visual, auditory, or cognitive impairments. This MOOC also incorporated accessibility features, such as colorblind-friendly palettes, screen reader compatibility, subtitles, transcripts, and downloadable content summaries. The remaining 9 papers [<xref ref-type="bibr" rid="ref52">52</xref>-<xref ref-type="bibr" rid="ref56">56</xref>,<xref ref-type="bibr" rid="ref58">58</xref>-<xref ref-type="bibr" rid="ref61">61</xref>] did not specify if their open online courses were available in languages other than English, leaving the accessibility of learning for non-English speakers unclear. However, Lumini et al [<xref ref-type="bibr" rid="ref58">58</xref>] highlighted their use of plain language methods when designing the course content, which summarized medical jargon into an easily understandable format for nonscientific audiences.</p><p>The web-based format of the courses removed most geographical and financial barriers to accessing support [<xref ref-type="bibr" rid="ref55">55</xref>,<xref ref-type="bibr" rid="ref59">59</xref>]. This was particularly beneficial for learners in remote or rural areas where resources were limited [<xref ref-type="bibr" rid="ref59">59</xref>]. However, infrastructure challenges, such as lack of internet access in certain regions, remained a barrier for some learners, as noted in participant interviews from Rottenberg and Williams&#x2019; [<xref ref-type="bibr" rid="ref59">59</xref>] paper.</p></sec></sec><sec id="s3-6"><title>Course Engagement and Participation</title><sec id="s3-6-1"><title>Time Spent on Course</title><p>Learner engagement was assessed using different measures across the included studies. Two papers [<xref ref-type="bibr" rid="ref54">54</xref>,<xref ref-type="bibr" rid="ref55">55</xref>] used the average time spent on the course as an indicator of engagement. Claflin et al [<xref ref-type="bibr" rid="ref54">54</xref>] reported that learners spent an average of 2.2 hours per week on their course about multiple sclerosis, while do Canto et al [<xref ref-type="bibr" rid="ref55">55</xref>] reported that learners engaged for an average of 34 minutes across the 1-week preliminary evaluation phase of their course for carers of older stroke survivors.</p></sec><sec id="s3-6-2"><title>Discussion Forum Interaction</title><p>Peer interaction through discussion forums was another metric used by 2 papers [<xref ref-type="bibr" rid="ref53">53</xref>,<xref ref-type="bibr" rid="ref59">59</xref>] to gauge learner engagement. Borchard et al [<xref ref-type="bibr" rid="ref53">53</xref>] found that informal carers were more active on discussion forums, posting and replying significantly more often than noncarers. However, Rottenberg and Williams [<xref ref-type="bibr" rid="ref59">59</xref>] highlighted that peer interaction in discussion boards was reduced by the self-paced nature of the course, which resulted in asynchronous participation. Learners who completed the course content earlier often found that the discussion boards were empty or lacked meaningful conversation because others had not yet reached the same material [<xref ref-type="bibr" rid="ref59">59</xref>].</p><p>Privacy concerns related to sharing personal or sensitive information publicly on the web also discouraged some learners from discussion forum participation [<xref ref-type="bibr" rid="ref59">59</xref>]. Quantitative survey data from Rottenberg and Williams [<xref ref-type="bibr" rid="ref59">59</xref>] confirmed these challenges, with only 40% (14/35) of participants feeling comfortable sharing ideas in written format online and 43% (15/35) confident in using and contributing to online discussion groups when seeking help or information. The absence of consistent peer interaction left some learners feeling isolated, with 1 participant stating they did not find the <italic>&#x201C;</italic>tribe<italic>&#x201D;</italic> they were hoping for. In response, learners suggested incorporating videoconferencing to facilitate real-time communication, helping to create a stronger sense of community within the course.</p></sec><sec id="s3-6-3"><title>Maintaining Engagement Over Course Runs</title><p>Two papers [<xref ref-type="bibr" rid="ref52">52</xref>,<xref ref-type="bibr" rid="ref57">57</xref>] collected longitudinal data about engagement on their respective courses. After running their cancer genomics MOOC 8 times over 5 years, Blakemore et al [<xref ref-type="bibr" rid="ref52">52</xref>] found that the number of active learners (ie, learners who marked at least 1 step on the course as &#x201C;complete&#x201D;) decreased with each run. In the first run, 171 learners submitted assignments while only 17 learners did so in the eighth run. This decline was likely influenced by a change in the MOOC platform&#x2019;s certification model, which restricted access to assignments to paid learners. Similarly, Fair et al&#x2019;s [<xref ref-type="bibr" rid="ref57">57</xref>] traumatic brain injury MOOC saw a drop in enrollments across iterations, from 9012 in June 2021 to 3249 in August 2022.</p></sec><sec id="s3-6-4"><title>Navigational and Technical Barriers</title><p>Navigational and technical difficulties were identified as barriers to course engagement. While some learners found the platforms user-friendly [<xref ref-type="bibr" rid="ref55">55</xref>,<xref ref-type="bibr" rid="ref59">59</xref>], others struggled to navigate modules, access videos, or locate resources [<xref ref-type="bibr" rid="ref59">59</xref>]. Although these challenges were more frequently reported by those who identified as older carers, even some technology-savvy participants described the platform as &#x201C;clumsy.<italic>&#x201D;</italic></p><p>These barriers occasionally deterred continued participation, as some learners gave up after being unable to resolve technical issues. Access to technical support was crucial for maintaining engagement on the courses. In Rottenberg and Williams&#x2019; [<xref ref-type="bibr" rid="ref59">59</xref>] MOOC, the availability of nursing students or other support personnel to assist with technical problems was highly valued. However, learners also noted the need for more immediate and accessible help options, underscoring the importance of technical support systems for maintaining engagement.</p></sec></sec><sec id="s3-7"><title>Course Evaluation and Outcomes</title><sec id="s3-7-1"><title>Learner Outcomes</title><p>The included papers measured a range of learner-focused outcomes from participation in open online courses. Excluding the RCT protocol by Whittingham et al [<xref ref-type="bibr" rid="ref61">61</xref>], which did not collect outcome data, 5 papers [<xref ref-type="bibr" rid="ref52">52</xref>-<xref ref-type="bibr" rid="ref54">54</xref>,<xref ref-type="bibr" rid="ref56">56</xref>,<xref ref-type="bibr" rid="ref58">58</xref>] reported significant improvements in learners&#x2019; knowledge about course content or care provision skills.</p><p>Beyond knowledge gains, 2 papers [<xref ref-type="bibr" rid="ref54">54</xref>,<xref ref-type="bibr" rid="ref60">60</xref>] observed additional positive outcomes following participation. Whittingham et al [<xref ref-type="bibr" rid="ref60">60</xref>] reported that after completing the course, participants were more likely to seek support from friends and family, stay connected to others, and perceive their lives as meaningful and fulfilling. These positive changes were maintained at follow-up, 6 months after the intervention. However, Whittingham et al [<xref ref-type="bibr" rid="ref60">60</xref>] did not find significant improvements in learners&#x2019; psychological adjustment (eg, their ability to cope with emotional challenges) or in overall well-being, which relates to general mental and emotional health, among carers.</p><p>Claflin et al [<xref ref-type="bibr" rid="ref54">54</xref>] reported that almost two-thirds of course completers applied the course material in their daily lives by the end of the program. Carers, especially those without a university education, were the most likely to report applying the material (140/201, 69.65%) while noncarers with a university education were the least likely to do so (279/483, 57.76%).</p><p>Rottenberg and Williams [<xref ref-type="bibr" rid="ref59">59</xref>] collected pre- and postcourse data assessing participants&#x2019; caring roles, technological access and usage, and experiences on the course. Quantitative data could not be compared given the large discrepancy between the number of completed precourse surveys (n=111) versus postcourse surveys (n=39). However, qualitative findings revealed that for carers who had been providing care for a longer time, sharing experiences and peer support on discussion forums was &#x201C;really comforting in a lot of ways<italic>&#x201D;</italic> [<xref ref-type="bibr" rid="ref59">59</xref>].</p><p>Fair et al [<xref ref-type="bibr" rid="ref57">57</xref>] did not collect postcourse outcome data. However, their precourse survey revealed that over 90% (8983/9710) of MOOC participants agreed or strongly agreed with enrollment reasons relating to increasing their knowledge of traumatic brain injury.</p></sec><sec id="s3-7-2"><title>Satisfaction</title><p>Three papers [<xref ref-type="bibr" rid="ref54">54</xref>,<xref ref-type="bibr" rid="ref58">58</xref>,<xref ref-type="bibr" rid="ref59">59</xref>] noted that overall satisfaction with the open online courses was high. Claflin et al [<xref ref-type="bibr" rid="ref54">54</xref>] found that almost 97% (1502/1549) of participants were satisfied with the course. Similarly, Lumini et al [<xref ref-type="bibr" rid="ref58">58</xref>] reported 81% (27/33) of participants were satisfied with the web-based format of the course, especially during the COVID-19 pandemic. Rottenberg and Williams [<xref ref-type="bibr" rid="ref59">59</xref>] reported 97% (34/35) of carers agreed to the survey statement &#x201C;I would recommend this course to a friend.&#x201D;</p></sec><sec id="s3-7-3"><title>Completion Rates</title><p>Completion rates were inconsistently reported across the papers, with only 5 [<xref ref-type="bibr" rid="ref52">52</xref>-<xref ref-type="bibr" rid="ref54">54</xref>,<xref ref-type="bibr" rid="ref56">56</xref>,<xref ref-type="bibr" rid="ref57">57</xref>] out of 10 papers [<xref ref-type="bibr" rid="ref52">52</xref>-<xref ref-type="bibr" rid="ref61">61</xref>] providing data. Where available, completion rates ranged from 42% [<xref ref-type="bibr" rid="ref56">56</xref>] to 67% [<xref ref-type="bibr" rid="ref53">53</xref>,<xref ref-type="bibr" rid="ref54">54</xref>].</p><p>Fair et al [<xref ref-type="bibr" rid="ref57">57</xref>] analyzed completion rates across 3 iterations of their traumatic brain injury MOOC, finding that educated learners aged 65 years and more and residing in an upper-middle&#x2013;income country had the highest completion rate (69.5%), followed by learners with personal or family experience with traumatic brain injury (67.9%). However, care providers, including those offering paid, unpaid, or voluntary care to someone living with traumatic brain injury, had the lowest completion rate (60.8%). Participants who were educated, had no previous personal or family experience with traumatic brain injury, and never provided paid care to someone living with a traumatic brain injury completed the course at a rate of 63.4%.</p><p>Qualitative findings from Blakemore et al [<xref ref-type="bibr" rid="ref52">52</xref>] highlighted that their peer-review task, which involved answering questions about another learner&#x2019;s writing, deterred some participants from completing the course, as it was perceived as too time-consuming. This may have contributed to lower course completion among their cohort.</p></sec></sec><sec id="s3-8"><title>Methodological Quality of Included Studies</title><p>See <xref ref-type="table" rid="table4">Table 4</xref> for ratings from the EPHPP and CASP toolkits. Full appraisal details are available in <xref ref-type="supplementary-material" rid="app2">Multimedia Appendix 2</xref>.</p><table-wrap id="t4" position="float"><label>Table 4.</label><caption><p>Quality ratings of included studies.</p></caption><table id="table4" frame="hsides" rules="groups"><thead><tr><td align="left" valign="bottom">Authors</td><td align="left" valign="bottom">Study design</td><td align="left" valign="bottom">EPHPP<sup><xref ref-type="table-fn" rid="table4fn1">a</xref></sup> rating</td><td align="left" valign="bottom">CASP<sup><xref ref-type="table-fn" rid="table4fn2">b</xref></sup> rating</td></tr></thead><tbody><tr><td align="left" valign="top">Blakemore et al [<xref ref-type="bibr" rid="ref52">52</xref>]</td><td align="left" valign="top">Mixed Methods</td><td align="left" valign="top">Weak</td><td align="left" valign="top">Weak</td></tr><tr><td align="left" valign="top">Borchard et al [<xref ref-type="bibr" rid="ref53">53</xref>]</td><td align="left" valign="top">Mixed Methods</td><td align="left" valign="top">Weak</td><td align="left" valign="top">Moderate</td></tr><tr><td align="left" valign="top">Claflin et al [<xref ref-type="bibr" rid="ref54">54</xref>]</td><td align="left" valign="top">Quantitative</td><td align="left" valign="top">Weak</td><td align="left" valign="top">N/A<sup><xref ref-type="table-fn" rid="table4fn3">c</xref></sup></td></tr><tr><td align="left" valign="top">do Canto et al [<xref ref-type="bibr" rid="ref55">55</xref>]</td><td align="left" valign="top">Mixed Methods</td><td align="left" valign="top">Weak</td><td align="left" valign="top">Weak</td></tr><tr><td align="left" valign="top">Eccleston et al [<xref ref-type="bibr" rid="ref56">56</xref>]</td><td align="left" valign="top">Quantitative</td><td align="left" valign="top">Weak</td><td align="left" valign="top">N/A</td></tr><tr><td align="left" valign="top">Fair et al [<xref ref-type="bibr" rid="ref57">57</xref>]</td><td align="left" valign="top">Quantitative</td><td align="left" valign="top">Weak</td><td align="left" valign="top">N/A</td></tr><tr><td align="left" valign="top">Lumini et al [<xref ref-type="bibr" rid="ref58">58</xref>]</td><td align="left" valign="top">Quantitative</td><td align="left" valign="top">Moderate</td><td align="left" valign="top">N/A</td></tr><tr><td align="left" valign="top">Rottenberg and Williams [<xref ref-type="bibr" rid="ref59">59</xref>]</td><td align="left" valign="top">Mixed Methods</td><td align="left" valign="top">Weak</td><td align="left" valign="top">Strong</td></tr><tr><td align="left" valign="top">Whittingham et al [<xref ref-type="bibr" rid="ref61">61</xref>]</td><td align="left" valign="top">Quantitative</td><td align="left" valign="top">Weak</td><td align="left" valign="top">N/A</td></tr><tr><td align="left" valign="top">Whittingham et al [<xref ref-type="bibr" rid="ref60">60</xref>]</td><td align="left" valign="top">Quantitative</td><td align="left" valign="top">Strong</td><td align="left" valign="top">N/A</td></tr></tbody></table><table-wrap-foot><fn id="table4fn1"><p><sup>a</sup>EPHPP: Effective Public Health Practice Project.</p></fn><fn id="table4fn2"><p><sup>b</sup>CASP: Critical Appraisal Skills Program. </p></fn><fn id="table4fn3"><p><sup>c</sup>N/A: not applicable.</p></fn></table-wrap-foot></table-wrap><sec id="s3-8-1"><title>Quantitative Papers</title><p>The assessment of quantitative papers (n=6) with the EPHPP tool resulted in 1 paper [<xref ref-type="bibr" rid="ref60">60</xref>], an RCT design, obtaining a &#x201C;strong&#x201D; rating. Lumini et al [<xref ref-type="bibr" rid="ref58">58</xref>] obtained a &#x201C;moderate&#x201D; rating while 4 papers [<xref ref-type="bibr" rid="ref54">54</xref>,<xref ref-type="bibr" rid="ref56">56</xref>,<xref ref-type="bibr" rid="ref57">57</xref>,<xref ref-type="bibr" rid="ref61">61</xref>] received &#x201C;weak&#x201D; ratings. The weak ratings were attributed to two common issues: (1) the individuals selected were unlikely to be representative of the target population, and there was a low participation rate among those selected individuals [<xref ref-type="bibr" rid="ref54">54</xref>,<xref ref-type="bibr" rid="ref56">56</xref>,<xref ref-type="bibr" rid="ref57">57</xref>]; and (2) it was unclear whether outcome assessors were blinded to the intervention or exposure status of participants and if participants were aware of the research question [<xref ref-type="bibr" rid="ref54">54</xref>,<xref ref-type="bibr" rid="ref56">56</xref>,<xref ref-type="bibr" rid="ref57">57</xref>].</p></sec><sec id="s3-8-2"><title>Mixed Methods Papers</title><p>The quantitative elements of all 4 mixed methods papers received &#x201C;weak&#x201D; ratings from the EPHPP tool [<xref ref-type="bibr" rid="ref52">52</xref>,<xref ref-type="bibr" rid="ref53">53</xref>,<xref ref-type="bibr" rid="ref55">55</xref>,<xref ref-type="bibr" rid="ref59">59</xref>]. However, within the &#x201C;weak&#x201D; overall score for the quantitative part, Borchard et al [<xref ref-type="bibr" rid="ref53">53</xref>] demonstrated strength in the reliability and validity of their data collection tools.</p><p>The assessment of the qualitative elements of the 4 mixed methods papers yielded 2 &#x201C;weak&#x201D; ratings [<xref ref-type="bibr" rid="ref52">52</xref>,<xref ref-type="bibr" rid="ref55">55</xref>], 1 &#x201C;moderate&#x201D; rating [<xref ref-type="bibr" rid="ref53">53</xref>], and 1 &#x201C;strong&#x201D; rating [<xref ref-type="bibr" rid="ref59">59</xref>]. However, within the &#x201C;weak&#x201D; overall score for the qualitative part, Blakemore et al [<xref ref-type="bibr" rid="ref52">52</xref>] demonstrated strength in terms of having a clear statement of the research aims, using qualitative methodology appropriately, and producing valuable research. Similarly, do Canto et al [<xref ref-type="bibr" rid="ref55">55</xref>] had a clear statement of the research aims and used a qualitative approach appropriately.</p></sec></sec></sec><sec id="s4" sec-type="discussion"><title>Discussion</title><sec id="s4-1"><title>Principal Findings</title><p>This systematic integrative review identified 10 eligible quantitative or mixed methods papers [<xref ref-type="bibr" rid="ref52">52</xref>-<xref ref-type="bibr" rid="ref61">61</xref>] that explored the development, delivery, or evaluation of open online courses for informal carers. While the included papers offer useful insights, the majority ranged from moderate to weak quality. These findings highlight a pressing need for more high-quality research in this area to ensure evidence-based advancements in course design and implementation.</p></sec><sec id="s4-2"><title>Quality of Evidence</title><p>The methodological limitations observed across papers highlight key areas for improvement. Some common issues included gaps in minimizing participant selection bias, insufficient blinding to research objectives, and inadequate reporting on the validity and reliability of results. Furthermore, 3 [<xref ref-type="bibr" rid="ref52">52</xref>,<xref ref-type="bibr" rid="ref53">53</xref>,<xref ref-type="bibr" rid="ref55">55</xref>] out of 4 mixed methods papers [<xref ref-type="bibr" rid="ref52">52</xref>,<xref ref-type="bibr" rid="ref53">53</xref>,<xref ref-type="bibr" rid="ref55">55</xref>,<xref ref-type="bibr" rid="ref59">59</xref>] lacked an in-depth presentation of qualitative data and direct participant quotes to substantiate findings, which weakened the strength of evidence. Addressing these methodological shortcomings in future research is essential to enhance the credibility of findings and enable more impactful synthesis on this topic.</p></sec><sec id="s4-3"><title>Accessibility and Flexibility</title><p>Reflecting the global shift toward flexible learning environments [<xref ref-type="bibr" rid="ref62">62</xref>], one of the primary strengths of open online courses for informal carers, as highlighted in this review, was their ability to deliver accessible and flexible digital education. The online format allowed learners to engage with the course content at their own pace, from any location, and often at no cost. This flexibility was particularly valuable for informal carers, the majority of whom were women. Globally, women perform 76.2% of unpaid care work [<xref ref-type="bibr" rid="ref5">5</xref>], dedicating on average 3.2 times more hours to this labor than male peers. For female family carers, open online courses may offer an educational opportunity that can be integrated into their demanding schedules. The ability to revisit content, participate in discussions, and access a variety of multimedia resources were all aspects of open online courses that learners found beneficial.</p><p>However, this flexibility also presented challenges. Our review found that the self-paced nature of the courses led to asynchronous participation in discussion boards, which was an issue for learners who progressed through the course at faster speeds. This observation aligns with previous MOOC research indicating that some discussion board posts received no responses [<xref ref-type="bibr" rid="ref63">63</xref>,<xref ref-type="bibr" rid="ref64">64</xref>] and most discussion board interactions consisted of single post exchanges rather than ongoing conversations [<xref ref-type="bibr" rid="ref64">64</xref>]. Similar patterns emerged in this review, suggesting that it can be challenging for open online courses to effectively create a community of learners. This might be considered somewhat problematic given that opportunities for peer connection were identified by many learners as a primary motivation for course enrollment. For instance, Chan et al [<xref ref-type="bibr" rid="ref65">65</xref>] found that adult carers in the United Kingdom frequently turned to the internet for both information and peer support. One article [<xref ref-type="bibr" rid="ref53">53</xref>] in this review similarly found that informal carers used discussion boards more frequently than noncarers. The need for peer support is particularly relevant among informal carers, who are at increased risk of loneliness&#x2014;a condition associated with higher morbidity and mortality risks [<xref ref-type="bibr" rid="ref66">66</xref>]. For many informal carers, the promise of connecting with others for emotional support is as valuable as the educational content itself [<xref ref-type="bibr" rid="ref67">67</xref>]. It will be important for future open online course designs to incorporate more synchronous elements, such as live discussions or group activities, which could foster a stronger sense of community among participants.</p></sec><sec id="s4-4"><title>Learner Outcomes</title><p>The measurement of outcomes in open online courses remains an underdeveloped area within the literature [<xref ref-type="bibr" rid="ref68">68</xref>]. This gap was evident in our review, where outcome measures were infrequently recorded and, in instances where they were, varied widely across studies, highlighting the need for a more standardized approach. The current findings suggested that open online courses had a generally positive impact on learners, particularly in terms of improving knowledge and caring skills. Most studies that assessed these aspects reported significant gains for learners, underscoring the potential of digital platforms to effectively deliver educational content. The results also align with broader research on online learning, which indicates that digital technologies (eg, mobile apps or web-based platforms) can significantly improve learning outcomes in terms of knowledge acquisition, understanding, and application [<xref ref-type="bibr" rid="ref69">69</xref>].</p><p>However, the impact of open online courses for informal carers on broader psychosocial outcomes was less consistent. While some studies reported increases in carers&#x2019; self-confidence and a greater sense of meaning and fulfillment in life [<xref ref-type="bibr" rid="ref58">58</xref>,<xref ref-type="bibr" rid="ref60">60</xref>], others found no significant changes in carer well-being [<xref ref-type="bibr" rid="ref60">60</xref>]. This inconsistency could suggest that existing studies are yet to measure outcomes that fully capture these psychosocial impacts. It is also possible that while open online courses may be effective in knowledge dissemination, they may be less capable of addressing the emotional and psychological needs of carers. Research highlights psychosocial challenges, such as emotional management [<xref ref-type="bibr" rid="ref70">70</xref>], psychological distress [<xref ref-type="bibr" rid="ref71">71</xref>], and reduced social connectedness [<xref ref-type="bibr" rid="ref72">72</xref>], as common unmet needs among informal carers. This presents an opportunity to enhance open online courses by incorporating more participatory and personalized elements, such as real-time discussions and peer support. However, before definitive conclusions can be drawn about the outcomes of open online courses for informal carers, more research is needed to standardize outcome measurements. Standardization will allow for more reliable evaluations and a clearer understanding of how best to support carers through these courses, allowing for more meaningful comparisons across studies.</p></sec><sec id="s4-5"><title>Barriers to Participation</title><p>The review identified several barriers that potentially limit the effectiveness and accessibility of open online courses for informal carers. Technical difficulties, such as navigation issues and limited access to reliable internet, were frequently cited as challenges by learners. These issues were more marked in different subgroups of carers, including older adults, those living in rural or remote geographical locations, and those who may lack the digital skills or infrastructure needed to fully engage with e-learning platforms [<xref ref-type="bibr" rid="ref59">59</xref>]. The digital divide has long been a focal point of discussion regarding open online courses. Gameel and Wilkins [<xref ref-type="bibr" rid="ref73">73</xref>] highlight that MOOC learners from countries with late internet adoption often have lower levels of engagement with information and communication technologies compared to those from countries with earlier adoption. Similarly, studies indicate that older adults, who typically have lower internet usage rates than younger individuals, may struggle to navigate open online courses effectively [<xref ref-type="bibr" rid="ref74">74</xref>]. Given that a large proportion of informal carers are aged between 50 and 75 years [<xref ref-type="bibr" rid="ref6">6</xref>], this challenges the assumption that all informal carers on open online courses have similar digital skills. Educators should acknowledge the varying levels of technological competence across demographic groups when designing these courses, especially in the context of the global aging population.</p><p>Another important but less frequently discussed barrier relates to language and literacy. Our review identified an absence of papers from non-English&#x2013;speaking regions despite widespread smartphone and internet use globally, which reflects, in part, our inclusion of only English language studies. Language proficiency and literacy levels significantly influence learners&#x2019; ability to engage with course content. United Nations Educational, Scientific and Cultural Organization (UNESCO; 2008) noted that learners performed better when courses were offered in their native language, presenting a challenge for non-native English speakers [<xref ref-type="bibr" rid="ref75">75</xref>]. While multimedia elements, such as videos, audio, and participatory activities may help address literacy challenges, there is limited evidence on how well these tools are adapted to the diverse linguistic and cultural contexts of learners globally. Without such adaptations, carers from non-English&#x2013;speaking backgrounds or with lower literacy may face additional hurdles benefiting from these courses. Addressing these issues requires course developers to prioritize language inclusivity and culturally relevant content, alongside varied delivery modes, to improve accessibility and engagement.</p><p>Barriers to participation were also increased by carers&#x2019; responsibilities. Fair et al [<xref ref-type="bibr" rid="ref57">57</xref>] found that individuals with paid, unpaid, or voluntary caring responsibilities for someone with traumatic brain injury had the lowest completion rates in their MOOC, while learners with personal or family experience with traumatic brain injury but no caring responsibilities had one of the highest rates of completion. This implies that while a connection to a condition may motivate learners to engage with an open online course, care duties can create significant barriers to participation. Past literature aligns with this finding, showing that carers report that they have unmet needs in terms of time constraints [<xref ref-type="bibr" rid="ref76">76</xref>-<xref ref-type="bibr" rid="ref78">78</xref>]. This underscores the need for flexible course designs that better accommodate carers&#x2019; schedules and caring responsibilities.</p><p>While the courses reviewed generally received positive feedback regarding their user-friendliness, there is a need for enhanced support systems to help learners navigate these barriers. For example, Hoter and Nagar [<xref ref-type="bibr" rid="ref79">79</xref>] found that older MOOC learners tend to prefer technical support from real people rather than automated responses. In addition, because many MOOC learners benefit from support tailored to their individual learning styles [<xref ref-type="bibr" rid="ref80">80</xref>,<xref ref-type="bibr" rid="ref81">81</xref>], offering a variety of support options is essential. This may take the form of topic-organized FAQs, live Q&#x0026;A sessions, instructional videos, or access to technology advisors and support chatbots.</p><p>In addition to technical challenges, the review highlighted social and psychological barriers to learner participation. Some learners expressed discomfort with the public nature of discussion boards, citing privacy concerns as a reason for not fully engaging with peer interactions. This issue points to a broader tension within open online courses between the need to foster community versus the need to safeguard privacy [<xref ref-type="bibr" rid="ref82">82</xref>]. While open online courses rely on openness and transparency to promote social learning, this openness can sometimes work against participation&#x2014;especially for informal carers, who often face stigma surrounding caring responsibilities [<xref ref-type="bibr" rid="ref83">83</xref>]. Research shows that informal carers of individuals with mental health or alcohol-related conditions experience heightened stigma and can feel that their role and the needs of their care recipients are undervalued [<xref ref-type="bibr" rid="ref65">65</xref>]. This stigma may leave some carers somewhat more reluctant to share their difficulties with others. Many carers welcome the ability to search for information on the web without the pressures of face-to-face contact, which can provide a level of comfort and autonomy not always found in traditional carer support groups [<xref ref-type="bibr" rid="ref65">65</xref>].</p><p>The open nature of open online courses presents challenges for maintaining privacy, but simple adjustments, such as offering learners the option to participate anonymously or use pseudonyms, could help address these concerns. Previous studies on web-based carer support communities have found that measures to vet members can increase interaction [<xref ref-type="bibr" rid="ref84">84</xref>]. Although vetting is not feasible in open online courses (as they are designed to be accessible to all), even minimal privacy options could encourage higher engagement from learners. Almatrafi and Johri [<xref ref-type="bibr" rid="ref85">85</xref>] found that approximately 10% of discussion posts in MOOCs were anonymous, with this proportion increasing as courses progressed, suggesting a growing desire for privacy among learners. Anonymity could create a safer environment for informal carers to share their experiences without fear of judgment.</p></sec><sec id="s4-6"><title>Limitations</title><p>To the best of our knowledge, this is the first systematic integrative review to comprehensively map the landscape of open online courses specifically for informal carers. The insights gained from this review offer guidance for the design and implementation of future open online courses, helping to better tailor these courses to the needs of informal carers. However, several limitations should be considered.</p><p>First, a quality assessment of the methodologies used by the selected papers was not conducted to exclude publications, which resulted in incorporating findings from studies with varying methodological rigor. This may have introduced some bias and limited the strength of our conclusions. We attempted to mitigate this by transparently reporting quality assessments (see <xref ref-type="table" rid="table4">Table 4</xref> and <xref ref-type="supplementary-material" rid="app2">Multimedia Appendix 2</xref>), which allows readers to interpret findings in light of study quality.</p><p>Second, the variability in reporting of development, outcome measures, and engagement metrics across the studies made it challenging to draw consistent conclusions about the impact of these courses. This variability was reflected in the moderate-to-weak quality ratings assigned to many of the included studies. While our use of a structured narrative synthesis helped identify recurring themes, the heterogeneity of reporting limited cross-study comparisons.</p><p>Third, this review encompassed a broad range of learners, from carers to health care professionals and students, all participating in open online courses designed for informal carers. This participant diversity made it difficult to ascertain how the experiences of different learner groups may have impacted their engagement and outcomes in these courses. Shapiro et al [<xref ref-type="bibr" rid="ref86">86</xref>] found that MOOC learners with a bachelor&#x2019;s degree or higher reported more positive experiences than those with a lower educational level, which could pose challenges for learners who are informal carers and often come from diverse educational backgrounds [<xref ref-type="bibr" rid="ref5">5</xref>]. Furthermore, Jung and Lee [<xref ref-type="bibr" rid="ref87">87</xref>] found that the amount of time dedicated to learning correlated positively with knowledge growth, suggesting that informal carers may struggle to engage fully with course material due to their caring responsibilities. Supporting this, Teles et al [<xref ref-type="bibr" rid="ref88">88</xref>] reported that only about 25% of informal carers of individuals with dementia actively sought online resources for personal benefit, such as support services or coping strategies. These findings reveal some of the significant barriers that informal carers face in accessing and using online resources. Combined with language and digital skills challenges discussed earlier [<xref ref-type="bibr" rid="ref75">75</xref>], these factors highlight the need for future research on open online courses to distinguish between learner groups where possible to better understand the unique experiences of each demographic.</p><p>Finally, gray literature was not systematically searched, which may have excluded valuable nonpeer-reviewed evaluations of open online courses. Given that many such courses are developed and delivered outside academic contexts [<xref ref-type="bibr" rid="ref86">86</xref>], and might have been less likely to have been formally evaluated or published in peer-reviewed journals, this review likely captures only a subset of relevant course evaluations. Future research would benefit from a broader search strategy to better understand the full range of online educational offerings and their effectiveness for informal carers.</p></sec><sec id="s4-7"><title>Conclusions</title><p>In summary, this systematic integrative review highlights the evolving landscape of open online courses designed for informal carers, identifying both strengths and challenges in course design and delivery. The findings underscore the need for open online courses to enhance accessibility and engagement. By incorporating more peer interaction and synchronous opportunities for connection, open online courses can foster a sense of belonging that is often lacking in online learning environments. Moreover, standardizing outcome measures will allow for more reliable evaluations of these courses in the future. As the demand for informal care continues to grow with the global aging population, the potential of open online courses as an educational tool will only become more significant, necessitating ongoing research and innovation in this space.</p></sec></sec></body><back><ack><p>This study represents independent research made possible from a grant awarded to JO from the Maudsley Charity <ext-link ext-link-type="uri" xlink:href="https://maudsleycharity.org">https://maudsleycharity.org</ext-link>; Biomedical Research Center, South London and Maudsley NHS Foundation Trust. JO is also supported by the Wellcome Trust (308556/Z/23/Z), and the National Institute for Health and Care Research (NIHR) Maudsley Biomedical Research Center at South London and Maudsley NHS Foundation Trust and King&#x2019;s College London. The views expressed are those of the authors and not necessarily those of the funders. The funding partners had no involvement in the study at any stage, nor did they influence the decision to publish.</p></ack><fn-group><fn fn-type="con"><p>JO acquired funding, and conceptualized and supervised the study. KWA contributed to study conceptualization, investigation, methodology, and project administration. KWA led on data analysis. JO and AK contributed to data analysis and data interpretation. KWA wrote the first manuscript draft and JO and AK contributed to further drafts and edits. All authors read and approved the final manuscript.</p></fn><fn fn-type="conflict"><p>None declared.</p></fn></fn-group><glossary><title>Abbreviations</title><def-list><def-item><term id="abb1">CASP</term><def><p>Critical Appraisal Skills Program</p></def></def-item><def-item><term id="abb2">EPHPP</term><def><p>Effective Public Health Practice Project</p></def></def-item><def-item><term id="abb3">MOOC</term><def><p>massive open online course</p></def></def-item><def-item><term id="abb4">PICO</term><def><p>population, intervention, comparator, outcome</p></def></def-item><def-item><term id="abb5">PRISMA</term><def><p>Preferred Reporting Items for Systematic Reviews and Meta-Analyses</p></def></def-item><def-item><term id="abb6">RCT</term><def><p>randomized controlled trial</p></def></def-item><def-item><term id="abb7">UNESCO </term><def><p>United Nations Educational, Scientific and Cultural Organization</p></def></def-item></def-list></glossary><ref-list><title>References</title><ref 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