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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Public Health</journal-id>
<journal-title>Frontiers in Public Health</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Public Health</abbrev-journal-title>
<issn pub-type="epub">2296-2565</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpubh.2021.577079</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Public Health</subject>
<subj-group>
<subject>Study Protocol</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Evaluation of a Short-Term Digital Group Intervention to Relieve Mental Distress and Promote Well-Being Among Community-Dwelling Older Individuals During the COVID-19 Outbreak: A Study Protocol</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Shapira</surname> <given-names>Stav</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1016614/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Yeshua-Katz</surname> <given-names>Daphna</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1202672/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Goren</surname> <given-names>Ganit</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Aharonson-Daniel</surname> <given-names>Limor</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Clarfield</surname> <given-names>A. Mark</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1090187/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Sarid</surname> <given-names>Orly</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/387994/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>School of Public Health, Faculty of Health Sciences, Ben Gurion University of the Negev</institution>, <addr-line>Beer Sheva</addr-line>, <country>Israel</country></aff>
<aff id="aff2"><sup>2</sup><institution>PREPARED Center for Emergency Response Research, Ben Gurion University of the Negev</institution>, <addr-line>Beer Sheva</addr-line>, <country>Israel</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Communication Studies, Faculty of Humanities and Social Sciences, Ben Gurion University of the Negev</institution>, <addr-line>Beer Sheva</addr-line>, <country>Israel</country></aff>
<aff id="aff4"><sup>4</sup><institution>The Spitzer Department of Social Work, Faculty of Humanities and Social Sciences, Ben Gurion University of the Negev</institution>, <addr-line>Beer Sheva</addr-line>, <country>Israel</country></aff>
<aff id="aff5"><sup>5</sup><institution>Faculty of Health Sciences, Medical School for International Health, Ben-Gurion University of the Negev</institution>, <addr-line>Beer Sheva</addr-line>, <country>Israel</country></aff>
<aff id="aff6"><sup>6</sup><institution>The Department of Geriatrics, McGill University</institution>, <addr-line>Montreal, QC</addr-line>, <country>Canada</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Anja C. Huizink, Vrije Universiteit Amsterdam, Netherlands</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Christos Theleritis, National and Kapodistrian University of Athens, Greece; Ther&#x000E9;se Bielsten, J&#x000F6;nk&#x000F6;ping University, Sweden</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Stav Shapira  <email>stavshap&#x00040;bgu.ac.il</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Public Mental Health, a section of the journal Frontiers in Public Health</p></fn></author-notes>
<pub-date pub-type="epub">
<day>09</day>
<month>04</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>9</volume>
<elocation-id>577079</elocation-id>
<history>
<date date-type="received">
<day>28</day>
<month>06</month>
<year>2020</year>
</date>
<date date-type="accepted">
<day>08</day>
<month>03</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2021 Shapira, Yeshua-Katz, Goren, Aharonson-Daniel, Clarfield and Sarid.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Shapira, Yeshua-Katz, Goren, Aharonson-Daniel, Clarfield and Sarid</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license> </permissions>
<abstract><p>Older individuals are at an increased risk of experiencing adverse social and health consequences due to both the COVID-19 pandemic and the measures taken to manage it, such as social distancing. To promote community-dwelling older individuals&#x00027; well-being during this time, the aims of the current project are to develop effective strategies in order (a) to increase older individuals&#x00027; digital literacy, and (b) to help them acquire behavioral and cognitive skills that will improve their coping abilities with the stressful situation created as a result of the pandemic, as well as reducing adverse mental health effects. The project comprises an intervention arm that includes digital group sessions for older individuals meant to improve their digital literacy, promote their effective coping, and relieve their mental distress and loneliness. Subjects receive a short-term (seven sessions), twice-weekly, digitally guided group intervention through Zoom (a video conferencing app), and WhatsApp (instant messaging app). The wait list control-group participants receive twice-weekly telephone calls from a research assistant during a parallel period. Web-based questionnaires are filled in pre- and post-participation. The effectiveness of the intervention will be analyzed by comparing pre- and post-measures, between intervention and control groups. This protocol offers a model for helping to support vulnerable populations during the COVID-19 pandemic. However, it is applicable regardless of the outbreak of a global health crisis or the imposition of lockdown rules; in fact, it has the potential to contribute to the social inclusion of vulnerable populations during routine times as well as during emergencies. Furthermore, ideas for future expansion include the integration of multilingual facilitators in order to reach seniors from underserved minority groups in various social contexts, even across borders.</p></abstract>
<kwd-group>
<kwd>older individuals</kwd>
<kwd>COVID-19</kwd>
<kwd>mental health and well-being</kwd>
<kwd>digital group interventions</kwd>
<kwd>cognitive-behavioral skills</kwd>
</kwd-group>
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<fig-count count="2"/>
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<equation-count count="0"/>
<ref-count count="75"/>
<page-count count="10"/>
<word-count count="8092"/>
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</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>The outbreak of the COVID-19 pandemic, which erupted in Wuhan, China, and which has spread quickly throughout the world, infecting millions, and claiming the lives of more than 2.5 million people (to date) (<xref ref-type="bibr" rid="B1">1</xref>), is at the center of concern for public health and healthcare agencies worldwide. Epidemiological investigations clearly indicate that increased mortality from COVID-19 is generally associated with older age and with the presence of chronic illnesses among this population, compromising their ability to deal with the myriad effects of the novel coronavirus (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B3">3</xref>). Thus, the older population is especially at risk, in particular those who are frail and very old. Many countries around the world are advocating preventive measures such as social distancing, and governments are instructing at-risk populations, such as, older individuals, to self-isolate as much as possible by staying home. Although, these measures may be effective in preventing infection, morbidity, and death, they can also lead to increased loneliness and alienation (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B5">5</xref>), potentially bearing dire health consequences both from a mental and physical health point of view (<xref ref-type="bibr" rid="B6">6</xref>). In many municipal jurisdictions, volunteers take care of delivering groceries and medications to the doorsteps of these populations; however, such efforts do not alleviate loneliness. An extensive body of knowledge suggests that loneliness among older people is strongly and independently associated with depression, high blood pressure, sleep disorders, prolonged and heightened stress responses, and even deterioration in cognitive function (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B7">7</xref>). Other evidence suggests that loneliness among older adults is a major public health issue, and is associated with an increase in ongoing healthcare utilization (e.g., physician visits) (<xref ref-type="bibr" rid="B8">8</xref>) for chronic or acute non-COVID-19 conditions.</p>
<p>The use of new information and communication technology (ICT) (e.g., Skype, Facebook, WhatsApp, Zoom, and many more) offers a convenient alternative. In times such as the one we are currently living through, ICT enables the remote maintenance of social connections (<xref ref-type="bibr" rid="B9">9</xref>&#x02013;<xref ref-type="bibr" rid="B12">12</xref>), and the conveyance of digital interventions over which therapeutic techniques and skills can be learned and practiced to promote effective coping, as well as alleviate loneliness, distress, and other mental health conditions (<xref ref-type="bibr" rid="B13">13</xref>&#x02013;<xref ref-type="bibr" rid="B15">15</xref>). An extensive body of knowledge indicates the beneficial effects of digital interventions for diverse populations and conditions, using various communication modes. Therapeutic interventions delivered <italic>via</italic> digital platforms have been found to meet the same professional practice standards and outcomes as face-to-face delivery, and online delivery is particularly useful for people who are socially isolated (<xref ref-type="bibr" rid="B16">16</xref>&#x02013;<xref ref-type="bibr" rid="B18">18</xref>). A meta-analysis that evaluated the clinical significance of guided digital interventions for patients with depression concluded that participating patients reported higher rates of remission compared to controls. In addition, older participants were more likely to respond to treatment than were younger participants (<xref ref-type="bibr" rid="B19">19</xref>). The results partially corresponded to those of another meta-analysis that examined the effect of digital interventions on loneliness and depression among older adults and reported a significant improvement only for the loneliness measure (<xref ref-type="bibr" rid="B20">20</xref>). Another study conducted in the U.S. described a significant improvement in measures of depression, quality of life, social support, and self-efficacy among older adults with diabetes who received a digital intervention guided by a nurse (<xref ref-type="bibr" rid="B21">21</xref>). However, the studies described above refer mostly to one-on-one rather than group interventions. Additionally, they were not conducted during a pandemic: a unique public health emergency that has necessitated social isolation and, as such, has posed an additional threat to the well-being and quality of life of at-risk populations such as older adults. Another recent study that was conducted in Germany among older individuals who had been traumatized as children found that a therapist-guided digital group intervention during which participants received cognitive-behavioral therapy (CBT) was associated with a substantial reduction in posttraumatic stress symptoms and with an increase in coping resources (<xref ref-type="bibr" rid="B22">22</xref>). Another study, conducted in South Africa, reported a significant reduction in loneliness levels among older adults who received a cognitive-behavioral group intervention <italic>via</italic> an instant messaging application (WhatsApp) (<xref ref-type="bibr" rid="B23">23</xref>).</p>
<p>There has been some debate regarding the effectiveness of group interventions compared with one-on-one activities among older adults (<xref ref-type="bibr" rid="B24">24</xref>), as well as regarding which modes of communication work better for delivering interventions to this population (<xref ref-type="bibr" rid="B25">25</xref>). Previous studies have usually referred to the utilization of a single digital platform such as email (<xref ref-type="bibr" rid="B26">26</xref>), forums and blogs (<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B28">28</xref>), and more recently, instant messaging (<xref ref-type="bibr" rid="B23">23</xref>) and videoconferencing (<xref ref-type="bibr" rid="B29">29</xref>). Given that each of these platforms has different, and often complementary functions, the integration of more than one platform for conveying therapeutic interventions also merits exploration. In the current protocol we evaluate the unique and common contribution of two digital platforms, WhatsApp (instant messaging app) and Zoom (video-conferencing app).</p>
<p>The importance of using ICT currently, during the COVID-19 crisis, can hardly be overstated; yet older people are likely to have what is commonly called an <italic>age divide</italic> (<xref ref-type="bibr" rid="B30">30</xref>), reflected in at least two levels of a digital divide between younger and older internet users. The first is internet connectivity, which differentiates between users and non-users, whereas the second is related to the skills and abilities required for ICT use (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B32">32</xref>). Moreover, a recent study documented a first-level digital divide within the senior citizen sector itself, the so-called <italic>gray divide</italic>, as reflected in connectivity and frequency of ICT use. That is, this study indicated that the major gap did not lie between what might be called the &#x0201C;pre-seniors&#x0201D; (50&#x02013;59 years) and those younger, but rather between the &#x0201C;old seniors&#x0201D; (70&#x0002B;) and the rest of the populace (<xref ref-type="bibr" rid="B33">33</xref>). A study that explored the acceptance of health information technology among community-dwelling elders reported a variety of barriers related to familiarity and access, need for assistance, trust, privacy issues, design issues, and physical issues such as sight and hearing loss, loss of tactile senses, and cognitive and memory issues. The authors concluded that custom design and provision of relevant training can assist in overcoming these barriers (<xref ref-type="bibr" rid="B34">34</xref>). Nevertheless, the transition of many services to ICT may deepen the digital divide and increase social isolation if not properly tailored to the population of older adults (<xref ref-type="bibr" rid="B34">34</xref>&#x02013;<xref ref-type="bibr" rid="B37">37</xref>). As such, future endeavors in the field of online therapeutic interventions should address this issue extensively if targeting older adults (<xref ref-type="bibr" rid="B34">34</xref>).</p>
<p>Despite the existence of the abovementioned substantial barriers, conducting interventions in an online format for older individuals appears feasible. Recent evidence shows growing rates of their embracing internet use (<xref ref-type="bibr" rid="B34">34</xref>). The COVID-19 pandemic has further highlighted how necessary and often inevitable it is to deliver therapeutic interventions through digital platforms. These platforms enable access to various health services that may otherwise be inaccessible (<xref ref-type="bibr" rid="B38">38</xref>), and if performed in a group manner, such interventions can reduce social isolation (<xref ref-type="bibr" rid="B39">39</xref>) at times such as these.</p>
<p>The aims of the current project are therefore to develop for at-risk populations, such as, older individuals, effective strategies in order to (a) increase their digital literacy, and (b) provide them with the tools and skills necessary for improving their coping abilities with the stressful situation created as a result of the pandemic, as well as reducing adverse mental health effects.</p>
</sec>
<sec id="s2">
<title>Methods/Design</title>
<sec>
<title>Study Design and Setting</title>
<p>A prospective cohort intervention study among community-dwelling older adults.</p>
</sec>
<sec>
<title>Inclusion and Exclusion Criteria</title>
<p>Eligible participants are adults aged 65 and older residing in the community who are proficient in Hebrew and can provide informed consent. Additional inclusion criteria are having an active internet connection, possessing at least one device that enables online communication, and having a minimal ability to operate this device (i.e., turning it on and off). Excluded from the study are participants who screen positive for major clinical depression on the Patient Health Questionnaire-9 (the PHQ9), defined as a sum score of 15&#x0003C; or score &#x02260; 0 on item 9. Participants are personally contacted by a member of the research team with clinical training in mental health care, in order to provide initial psychological support and information regarding appropriate further treatment options in the community. This procedure is a precautionary measure aimed at the early detection of, among other things, suicidal tendencies.</p>
</sec>
<sec>
<title>Recruitment Procedure</title>
<p>Recruitment of study participants commenced in the month of April (2020) and will continue for 14 months, until June 2021, given the expectation that there will be additional COVID-19 waves (<xref ref-type="bibr" rid="B40">40</xref>). The main recruitment routes are advertisements to WhatsApp groups established by a local NGO responsible for promoting digital literacy among older adults. The advertisement contains information about the project and a link to a registration form for those interested in participating. In addition, we contacted relevant agencies responsible for the social care of older adults in several municipalities in the southern region of Israel (as these agencies have previous working collaborations with the research team) in an effort to widen the recruitment net. Social workers in these agencies were asked to refer relevant applicants, subject to the applicant&#x00027;s approval. In this manner, we have also been able to recruit participants with potentially low levels of digital literacy. All applicants are randomized on an 80:20 ratio into either the intervention or the control group, which is actually a waitlist for the intervention group, using a table of random numbers with no further constraints. The applicants referred by social services and those signing up voluntarily are randomized separately to ensure that an equal proportion of participants attained <italic>via</italic> both recruitment channels end up in both groups.</p>
<p>After randomization, research assistants contact the participants to: (1) fill in the questionnaires (T0), and (2) ensure that the ZOOM platform is installed on their computer or smartphone, and that their skill level of operating it is satisfactory. If necessary, remote assistance (<italic>via</italic> telephone) is provided in downloading and installing the app, and individual training is conducted in order for the participant to be able to independently hold a conversation. At this point, participants classified to the intervention group are assigned to small groups of up to seven participants. This sub-classification is done in accordance with three guidelines: (a) gender ratio; (b) maximum age difference of &#x0007E;10 years; and (c) marital status balance (i.e., 50:50 ratio between participants who live alone vs. those who are married or have a common-law partner). The rationale underlying this sub-classification is an attempt to create small groups with a certain degree of basic similarity that will facilitate the participants&#x00027; communication and connection to one another. We expect to see a higher application rate for women as their proportion among this age group (65&#x0003C;) is higher compared with men (<xref ref-type="bibr" rid="B41">41</xref>). Following this classification, the group moderator (a clinical social worker) is provided with his/her participants&#x00027; contact details and information (name, phone number, age, and marital status). Each moderator establishes a WhatsApp group for the participants in his/her group in order to allow for ongoing communication between the participants themselves and/or with the moderators during and also between sessions.</p>
</sec>
<sec>
<title>Digital Intervention Group to Relieve Mental Distress and Promote Well-Being</title>
<p>The online project comprises an intervention arm and wait list (control) group.</p>
<p>The intervention includes seven twice-weekly online guided group sessions <italic>via</italic> Zoom. In parallel, the participants can communicate with each other and with the moderator through a designated WhatsApp group. The main purpose of the intervention is to create a safe virtual learning space for participants to share their hardships in a supportive atmosphere, and acquire skills related to coping with the pandemic and the measures taken against it (i.e., social distancing). During each session participants learn and practice behavioral and cognitive techniques to reduce mental distress and promote well-being. The duration of each online session is between 60 and 90 min, and it consists of two parts: (a) a guided group discussion, and (b) learning and practicing cognitive-behavioral techniques and skills (CB intervention) such as, relaxation, guided imagery of a &#x0201C;safe place,&#x0201D; identifying non-adaptive cognitive schemas using Beck (<xref ref-type="bibr" rid="B42">42</xref>) and Ellis (<xref ref-type="bibr" rid="B43">43</xref>) categorization, cognitive restructuring, and constructing positive self-talk (<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B44">44</xref>, <xref ref-type="bibr" rid="B45">45</xref>). Mindfulness techniques are taught as well, as part of positive self-talk and distancing strategies. All techniques are learned and practiced during the session (synchronized learning) under the guidance and supervision of the group&#x00027;s moderator, who also provides feedback to the participants. A schematic description of the entire intervention structure and the content, techniques, and skills delivered in each session is depicted in <xref ref-type="fig" rid="F1">Figure 1</xref>.</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>Skills and techniques addressed by the digital group intervention. Sessions are held <italic>via</italic> Zoom. Whatsapp is used to send participants supplementary materials such as voice recordings of relaxation, meditation, and guided imagery of a safe place to assist in self-practice. &#x0002A;Based on the work of Albert Ellis (<xref ref-type="bibr" rid="B43">43</xref>).</p></caption>
<graphic xlink:href="fpubh-09-577079-g0001.tif"/>
</fig>
<p>The WhatsApp group is established 1 day prior to the first session. In addition to this platform&#x00027;s role as a channel for ongoing communication between the participants and their moderator, it also serves as (1) a tool for group management and data collection, by sending reminders and invitation links for the sessions, (2) a way to forward the links for the online questionnaires, and (3) a learning aid, <italic>via</italic> the sending of supplementary materials (video and audio files) for practicing the techniques taught in the sessions and tips for using Zoom and WhatsApp. During the first session, the moderator and the participants formulate a contract that defines the rules of conduct in the WhatsApp group in terms of content that can or cannot be shared, times of operation, and adherence to respectful discourse.</p>
<p>The online group moderators are clinical social workers with previous experience in delivering online cognitive-behavioral-based therapeutic interventions. A social work student in his/her final year is assigned to each moderator. The student takes part in all sessions and is responsible for assisting in administrative issues such as collecting data regarding emotional distress at the beginning and at the end of each session. Each moderator is provided with instruction once a week by a senior clinical social worker. The instruction sessions are focused on adapting the techniques and strategies to the needs of each group member.</p>
<p>The wait list control-group participants receive twice-weekly telephone calls (that is, &#x0201C;old-fashioned,&#x0201D; one-on-one, telephone calls, with no video accompaniment) from a research assistant during a parallel period.</p>
<p>All the participants fill out online questionnaires at three timepoints: pre-participation (T0); immediately post-participation (T1); and one-month post-participation (T2), in order to enable the evaluation of the intervention&#x00027;s effectiveness and the duration of impact. The link to the online questionnaire (web-based survey, <ext-link ext-link-type="uri" xlink:href="https://www.qualtrics.com">https://www.qualtrics.com</ext-link>) is distributed by the groups&#x00027; moderators to the participants&#x00027; mobile phone or email, depending on their preference, near the start and end of the intervention: that is, no more than 48 h pre- or post-participation. The questionnaires assess digital literacy, social presence through technology, satisfaction with the use of computer-mediated communication, loneliness, self-reported depression symptoms, social support, resilience, self-efficacy, compliance with regular medication regime, adherence to social distancing practices, self-assessment of health status, and quality of life. Levels and changes of mental distress are monitored before and after each session. The waitlist control group participants are assessed twice before entering the intervention group, completing a total of four measurements (compared with three measurements in the intervention group) (see <xref ref-type="fig" rid="F2">Figure 2</xref>).</p>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p>Participant flow chart and timeline.</p></caption>
<graphic xlink:href="fpubh-09-577079-g0002.tif"/>
</fig>
</sec>
<sec>
<title>Measures to Assess the Effectiveness of the Online Intervention</title>
<p>Outcomes used to assess the effectiveness of the intervention procedure are described below. All measures are taken through web-based questionnaires at each of the abovementioned timepoints.</p>
</sec>
<sec>
<title>Primary Outcome Measures</title>
<sec>
<title>Mental Distress</title>
<p>Mental distress is monitored and assessed using two scales: (1) The Subjective Units of Distress Scale (SUDS) (<xref ref-type="bibr" rid="B46">46</xref>), to assess changes in distress levels pre- and post- each session. The SUDS provides a quick and simple way to measure distress in a given moment. The respondents are required to estimate the severity of their emotional distress before and after each session by giving a numerical value ranging from 0 (<italic>totally relaxed</italic>) to 10 (<italic>highest distress that you ever felt</italic>). The SUDS is a common tool for measuring the effect (pre- and post-) of therapeutic interventions (<xref ref-type="bibr" rid="B47">47</xref>, <xref ref-type="bibr" rid="B48">48</xref>) and has been previously used among older individuals (<xref ref-type="bibr" rid="B49">49</xref>). (2) The short form of the Perceived Stress Scale (PSS-4) (<xref ref-type="bibr" rid="B50">50</xref>, <xref ref-type="bibr" rid="B51">51</xref>). This scale is a commonly used tool which measures mental distress. The PSS-4 consists of four items that evaluate the degree to which individuals believe their life has been unpredictable, uncontrollable, and overloaded during the previous month, on a scale ranging from 0 (<italic>never</italic>) to 4 (<italic>very often</italic>). The responses are summed, resulting in a maximum total score of 16. Higher scores are correlated with more distress.</p>
</sec>
<sec>
<title>Loneliness</title>
<p>One of the main concerns related to protective measures such as, social distancing during the COVID-19 outbreak, especially among older individuals, has been an increase in loneliness. Our hypothesis is that participation in group sessions using a videoconferencing app will alleviate levels of loneliness. We use the Short Scale for Measuring Loneliness (<xref ref-type="bibr" rid="B52">52</xref>) which comprises three items examining perceptions related to lack of companionship, social exclusion, and social isolation. The response categories are coded as 1 (<italic>hardly ever</italic>), 2 (<italic>some of the time</italic>), and 3 (<italic>often</italic>). The responses are summed, with higher scores indicating greater loneliness.</p>
</sec>
<sec>
<title>Digital Literacy</title>
<p>The ability to operate and communicate <italic>via</italic> ICT is measured using questions from Israel&#x00027;s Central Bureau of Statistics (CBS) survey of web and computer use (<xref ref-type="bibr" rid="B53">53</xref>). These questions assess elements related to: (a) a first-level digital divide: the possession of digital devices such as computers, smartphones, etc., and an active internet connection package (two items); (b) a second-level digital divide: level of use and competence in operating web applications such as, email, search engines, social networking sites and apps, and using ICT such as, videoconferencing apps and instant messaging apps (10 items rated on a 5-point Likert scale ranging from 1 [<italic>not at all</italic>] to 4 [<italic>to a high extent</italic>]), and (c) barriers for ICT use (two multiple choice questions).</p>
</sec>
</sec>
<sec>
<title>Secondary Outcome Measures</title>
<sec>
<title>Health and Well-Being</title>
<p>Perceptions of personal health status and health-related quality of life are examined <italic>via</italic> three questions from Israel&#x00027;s Central Bureau of Statistics (CBS) survey of health indicators (<xref ref-type="bibr" rid="B54">54</xref>). These questions relate to three health-related perceptions: (a) self-reported health, rated on a 4-point Likert scale; (b) self-reported independence in daily functioning, rated on a 5-point Likert scale; and (c) self-reported chronic morbidity, rated by a dichotomous question (yes/no) related to regular medication use.</p>
<p>Well-being is assessed using two questions from the OECD better life initiative (<xref ref-type="bibr" rid="B55">55</xref>) related to: (a) self-reported perception of quality of life (QOL), rated on a 5-point Likert scale; and (b) life satisfaction, rated on a 0&#x02013;10 scale.</p>
</sec>
<sec>
<title>Self-Efficacy</title>
<p>The short form of the General Self-Efficacy Scale (GSE-6) (<xref ref-type="bibr" rid="B56">56</xref>, <xref ref-type="bibr" rid="B57">57</xref>) contains six items, ranked on a 4-point Likert scale. The total score is calculated by finding the sum of all the items. For the GSE, the total score ranges between 6 and 24, with a higher score indicating more self-efficacy. The GSE is correlated with positive emotions, optimism, and life satisfaction. Negative coefficients have been reported for depression, stress, health complaints, burnout, and anxiety.</p>
</sec>
<sec>
<title>Resilience</title>
<p>The Conjoint Community Resiliency Assessment Measure (CCRAM) (<xref ref-type="bibr" rid="B58">58</xref>, <xref ref-type="bibr" rid="B59">59</xref>) is a tool suitable for use in both routine and emergency times. The brief instrument includes 10 items measured on a 5-point Likert scale. The items were shown in a previous study (<xref ref-type="bibr" rid="B59">59</xref>) to form constructs of five factors: trust in leadership, collective efficacy, preparedness, place attachment, and social trust. The CCRAM score is composed of the average score of the constructs of these factors, each being assigned equal weight.</p>
</sec>
<sec>
<title>Social Support</title>
<p>Group interventions have the potential to enhance social support as a result of the interaction between the participants. We assess this notion using the Duke-UNC Functional Social Support Questionnaire (<xref ref-type="bibr" rid="B60">60</xref>) which is a validated tool for measuring social support among various populations, among them older adults (<xref ref-type="bibr" rid="B61">61</xref>). The tool contains eight items, rated on a 5-point Likert scale, that address both emotional support and functional support. An average score is calculated: The higher the average score, the greater the perceived social support.</p>
</sec>
<sec>
<title>Depression</title>
<p>High rates of depressive symptoms are generally common among older adults both during routine times and especially during and following crises. Depression and severity of relevant symptoms are assessed using a 9-item depression severity measure. This measure is part of the Patient Health Questionnaire (PHQ-9), and it is used as a diagnostic instrument for common mental disorders (<xref ref-type="bibr" rid="B62">62</xref>). The PHQ-9 scores each of the DSM-V criteria as 0 (<italic>not at all</italic>) to 3 (<italic>nearly every day</italic>). The responses are summed, resulting in a maximum total score of 27. Scores of 5, 10, 15, and 20 represent mild, moderate, moderately severe, and severe depression, respectively. The last item of the PHQ-9 targets suicidal inclinations and is utilized as a screening measure for suicidality in primary care. The PHQ-9 has previously been tested among the Israeli population (<xref ref-type="bibr" rid="B63">63</xref>).</p>
</sec>
<sec>
<title>Adherence to Social Distancing Practices</title>
<p>To assess the ability of the online intervention to increase adherence to social distancing practices, the research team developed 10 specific questions which are based on Israel&#x00027;s Ministry of Health guidelines, and which are published and regularly updated on the ministry&#x00027;s website (<xref ref-type="bibr" rid="B64">64</xref>). The participants are asked to report how often they performed eight activities such as, leaving their homes for stocking up on groceries, replenishing medication supplies, and exercising; how often they used others (family members or paid help) for those same tasks in order not to leave their homes; and how often they physically met with family and friends. The items are rated on a 5-point Likert scale ranging from 0 (<italic>not at all</italic>) to 4 (<italic>once a day or more</italic>). The responses are summed, resulting in a maximum total score of 40, with a lower value indicating higher compliance. Another item relates to the level of adherence to guidelines for using personal protective equipment (e.g., facial masks) and is assessed by a multiple-choice question. The last item relates to the perception of social distancing effectiveness in protecting participants from getting infected with COVID-19. This item is rated on a 7-point Likert scale, ranging from 1 (<italic>not at all</italic>) to 7 (<italic>highly agree</italic>).</p>
</sec>
</sec>
<sec>
<title>Sample Size Calculation</title>
<p>The Perceived Stress Scale (PSS-4) score is used as the primary outcome for sample size calculation. Harrer et al. (<xref ref-type="bibr" rid="B65">65</xref>) found a score of 7.43 (SD = 2.93) for the intervention group and 9.49 (SD = 3.06) for the control group in their study. They reported a decrease of 33% in the PSS-4 score post-intervention. We expect we will find similar results for our online intervention program, namely to find a decrease of between 20 and 30% in the total PSS-4 score. The target was set slightly lower in this study, because of the unique pandemic circumstances and social distancing practices which were absent in previous studies. Based on a power of 0.8, and a 2-sided alpha of 0.05, a sample size of 77 &#x0002B; 21 older people is needed, or 98 in total. This number was increased to <italic>n</italic> = 125 to account for a dropout rate of 25% in the intervention group and a 40% dropout rate in the control group.</p>
</sec>
<sec>
<title>Quantitative Data Analysis</title>
<p>The differences in the outcome measures between the intervention and control groups will be measured using statistical tests comparing the change from baseline in outcome to immediately post-intervention and one-month post-intervention (for example, a paired <italic>T</italic>-test). Our participants&#x00027; (self-enrolled and invited) data will be analyzed separately in light of the fact that potential differences in the degree of motivation may lead to a selection bias in the outcomes.</p>
<p>Multivariable regression models will also be conducted, and interaction effects between the study&#x00027;s primary and secondary outcomes will be examined. The analyses will be performed using SPSS (version 26, SPSS Inc., Chicago, IL, USA), an alpha level of 0.05 being accepted as significant. Analyses will be controlled for covariates such as gender, age, marital status, education, and household composition.</p>
</sec>
<sec>
<title>Qualitative Data Analysis</title>
<p>All sessions will be recorded and transcribed verbatim. WhatsApp group correspondence will be mined as well. Both of these data components will be analyzed by content analysis, using ATLAS.ti (ATLAS.ti Scientific Software Development, Berlin). At least two researchers will scrutinize the qualitative data and participate in their interpretation.</p>
</sec>
<sec>
<title>Ethical Considerations</title>
<p>Using internet-based platforms to deliver mental health interventions raises a number of ethical issues and challenges. First, in order to ensure confidentiality and privacy during the online sessions and minimize cybersecurity risks, the collection and storage of data comply with the Israeli Protection of Privacy Regulations (Data Security): All data collected will be stored in a secured server and only the main investigators will have access to the final datasets. The second issue relates to distress management or the risk that the topics discussed during the sessions may exacerbate distress among some participants. This risk is addressed by guiding the group&#x00027;s moderators, who are trained clinicians, to monitor the participants&#x00027; affect and if deem necessary to conduct a brief risk assessment and provide additional support following the end of the session.</p>
</sec>
</sec>
<sec sec-type="discussion" id="s3">
<title>Discussion</title>
<p>This study aims were to develop a short-term online group intervention utilizing Zoom and WhatsApp to increase digital literacy, relieve adverse mental health effects and promote better coping and well-being among community-dwelling older individuals who have been shut in during the COVID-19 pandemic. Promoting the well-being of older people during a global health crisis requires an understanding of the target group and the specific hardships with which they struggle during routine and emergency situations. These individuals may find it difficult to navigate through the sea of online resources, and are thus highly vulnerable in scenarios where social distancing and isolation are required, and in which digital tools become a primary source of communication. Thus, developing an intervention that enhances both digital literacy and coping skills can be central to their resilience and well-being during such times, and provide valuable information regarding their abilities to adapt and strive in times of public health crises. Identifying those who are the better adaptors and those who struggle with difficulties can enhance preparedness for future events.</p>
<p>Furthermore, as older people are generally considered particularly susceptible to loneliness and mental distress (<xref ref-type="bibr" rid="B66">66</xref>, <xref ref-type="bibr" rid="B67">67</xref>), the digital and coping skills acquired can be applied also during routine daily life or during future disease outbreaks. Thus, this project stands to make an even greater contribution in terms of the known and global phenomenon of social isolation among older individuals, and its potentially dire health and social consequences (<xref ref-type="bibr" rid="B66">66</xref>&#x02013;<xref ref-type="bibr" rid="B68">68</xref>).</p>
<p>From a broader public health perspective, providing older individuals with the knowledge and ability to independently communicate online with their significant others and/or with various caretakers can contribute, even if indirectly, to their adherence to protective guidelines of physical distancing and to minimizing their exposure to the coronavirus or other infectious diseases.</p>
<p>If this protocol is proven effective, it can be expanded to other populations such as, older individuals living in assisted living frameworks or nursing homes, people with disabilities, or any population at high risk of experiencing mental distress during a continuous public health emergency (<xref ref-type="bibr" rid="B69">69</xref>, <xref ref-type="bibr" rid="B70">70</xref>) such as the COVID-19 pandemic. Additionally, although the current protocol is addressed solely to Hebrew-speaking older individuals, another future potential expansion could involve the integration of multilingual facilitators in a specific social context in order to reach underserved older adults from other ethnic groups who might benefit from both improving digital literacy and coping skills. For example, in the Israeli context, the integration of Arabic, Russian, and Amharic speaking moderators would help make the intervention more accessible, and more socially sensitive (<xref ref-type="bibr" rid="B71">71</xref>) to all of the sub-populations that comprise Israeli society.</p>
<p>The surge of interest in and acceptance of digital tools among both health and social care providers and consumers that has been triggered by the COVID-19 global crisis (<xref ref-type="bibr" rid="B72">72</xref>) offers a unique and important opportunity to explore the effectiveness and full potential of various digital initiatives that offer support and mental health care (<xref ref-type="bibr" rid="B73">73</xref>). In this regard, developing high-quality protocols to evaluate these digital initiatives is particularly crucial in order to provide clear evidence of their efficacy and benefits on the one hand, and/or to expose potential risks and pitfalls on the other. We feel that our protocol offers a robust design for the evaluation of a digital group intervention to improve mental health indicators. It can easily be adapted to evaluate other digital initiatives in this field or similar fields (e.g., &#x0201C;lifestyle interventions,&#x0201D; such as those focused on physical exercise, diet, etc.,) (<xref ref-type="bibr" rid="B74">74</xref>) that might also be impacted during long periods of isolation.</p>
<sec>
<title>Challenges and Limitations</title>
<p>There are several challenges in the implementation of this intervention. First, the current recruitment procedure may potentially lead to a selection bias. Using digital platforms as a primary source for recruitment may lead to the exclusion of ICT non-users, people of low socioeconomic status, and other marginalized groups who may well be most in need of these kinds of interventions. It is our current goal to establish a structured infrastructure for participants&#x00027; enrollment through Israel&#x00027;s Ministry of Social Affairs and Social Services, as well as through local municipalities. Doing so will allow for an internal mapping of older individuals across Israel in order to locate people who live alone, and/or have background morbidities (i.e., people who constitute the most vulnerable subgroup of older individuals in the current pandemic context). In the event of a second outbreak, this kind of mapping will enable a rapid implementation of the protocol.</p>
<p>Another challenge relates to the time and resources required to offer such interventions. Although, we believe that the benefits of the program detailed above outweigh these challenges, we see much importance in investing more research to reduce costs and make the program sustainable.</p>
<p>And finally, the scope of the intervention is also worth discussing. As this intervention focuses on mental health as a way to promote well-being, it may have a limited impact on individual lifestyle behaviors in the long run, especially if learned strategies are not practiced on a daily basis. Important other determinants of health and well-being such as physical exercise, good dietary management, and cultural activities &#x02013; the likely lack of which have all had an impact during the pandemic outbreak (<xref ref-type="bibr" rid="B74">74</xref>, <xref ref-type="bibr" rid="B75">75</xref>) &#x02013; are not addressed by the current online intervention, although, there may be some indirect positive effect of our program on older people&#x00027;s approach to these issues. To this end, we did use the WhatsApp groups as a channel to inform participants of other initiatives and events in these domains. Hence, the digital group intervention offered here is only one element of an integrated, system-wide approach required for the successful support of vulnerable populations during an ongoing public health emergency such as that which has been caused by the current eruption of COVID-19.</p>
</sec>
</sec>
<sec id="s4">
<title>Ethics Statement</title>
<p>Ethical approval to conduct this study was obtained from the Ben Gurion University of the Negev (BGU) Human Subjects Research committee (ID: 1885-1). Informed consent will be obtained from all study participants at baseline. Research assistants will send the form <italic>via</italic> email or WhatsApp and the participants will then provide their written informed consent.</p>
</sec>
<sec id="s5">
<title>Author Contributions</title>
<p>SS, DY-K, GG, LA-D, AMC, and OS are members of the research team and contributed to the design of the study. SS, DY-K, LA-D, AMC, and OS developed the study protocol. OS and GG developed the cognitive-behavioral intervention protocol. SS wrote the manuscript. All authors provided comments and approved the final manuscript.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
</body>
<back>
<ack><p>This project was initiated through an exceptional venture at BGU which enabled us to form our multidisciplinary research team, and supported us through the development of this research protocol &#x02013; and for that we are grateful. We would also like to thank Adi Vilenski, Shachar Michael, and Milca Hanukoglo - our dedicated moderators, who are currently guiding the online groups. We would also like to thank Ayellet Yogev, our research coordinator, for her valuable work and devotion to this project.</p>
</ack>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1.</label>
<citation citation-type="web"><person-group person-group-type="author"><collab>World Health Organization</collab></person-group>. <source>Coronavirus Disease 2019</source>. (<year>2020</year>). Available online at: <ext-link ext-link-type="uri" xlink:href="https://www.who.int/emergencies/diseases/novel-coronavirus-2019">https://www.who.int/emergencies/diseases/novel-coronavirus-2019</ext-link> (accessed May 11, 2020]</citation></ref>
<ref id="B2">
<label>2.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname> <given-names>N</given-names></name> <name><surname>Zhou</surname> <given-names>M</given-names></name> <name><surname>Dong</surname> <given-names>X</given-names></name> <name><surname>Qu</surname> <given-names>J</given-names></name> <name><surname>Gong</surname> <given-names>F</given-names></name> <name><surname>Han</surname> <given-names>Y</given-names></name> <etal/></person-group>. <article-title>Epidemiological and clinical characteristics of 99 cases of 2019 novel coronavirus pneumonia in Wuhan, China: a descriptive study</article-title>. <source>Lancet</source>. (<year>2020</year>) <volume>395</volume>:<fpage>507</fpage>&#x02013;<lpage>13</lpage>. <pub-id pub-id-type="doi">10.1016/S0140-6736(20)30211-7</pub-id><pub-id pub-id-type="pmid">32007143</pub-id></citation></ref>
<ref id="B3">
<label>3.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Huang</surname> <given-names>C</given-names></name> <name><surname>Wang</surname> <given-names>Y</given-names></name> <name><surname>Li</surname> <given-names>X</given-names></name> <name><surname>Ren</surname> <given-names>L</given-names></name> <name><surname>Zhao</surname> <given-names>J</given-names></name> <name><surname>Hu</surname> <given-names>Y</given-names></name> <etal/></person-group>. <article-title>Clinical features of patients infected with 2019 novel coronavirus in Wuhan, China</article-title>. <source>Lancet</source>. (<year>2020</year>) <volume>395</volume>:<fpage>497</fpage>&#x02013;<lpage>506</lpage>. <pub-id pub-id-type="doi">10.1016/S0140-6736(20)30183-5</pub-id><pub-id pub-id-type="pmid">32502551</pub-id></citation></ref>
<ref id="B4">
<label>4.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>McGinty</surname> <given-names>EE</given-names></name> <name><surname>Presskreischer</surname> <given-names>R</given-names></name> <name><surname>Han</surname> <given-names>H</given-names></name> <name><surname>Barry</surname> <given-names>CL</given-names></name></person-group>. <article-title>Psychological distress and loneliness reported by US adults in 2018 and April 2020</article-title>. <source>JAMA</source>. (<year>2020</year>) <volume>324</volume>:<fpage>93</fpage>&#x02013;<lpage>4</lpage>. <pub-id pub-id-type="doi">10.1001/jama.2020.9740</pub-id><pub-id pub-id-type="pmid">32492088</pub-id></citation></ref>
<ref id="B5">
<label>5.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Bailey</surname> <given-names>L</given-names></name> <name><surname>Ward</surname> <given-names>M</given-names></name> <name><surname>DiCosimo</surname> <given-names>A</given-names></name> <name><surname>Baunta</surname> <given-names>S</given-names></name> <name><surname>Cunningham</surname> <given-names>C</given-names></name> <name><surname>Romero-Ortuno</surname> <given-names>R</given-names></name> <etal/></person-group>. <article-title>Physical and mental health of older people while cocooning during the COVID-19 pandemic</article-title>. <source>QJM An Int J Med</source>. (<year>2021</year>):hcab015. <pub-id pub-id-type="doi">10.1093/qjmed/hcab015</pub-id><pub-id pub-id-type="pmid">33471128</pub-id></citation></ref>
<ref id="B6">
<label>6.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Courtin</surname> <given-names>E</given-names></name> <name><surname>Knapp</surname> <given-names>M</given-names></name></person-group>. <article-title>Social isolation, loneliness, and health in old age: a scoping review</article-title>. <source>Health Soc Care Commun</source>. (<year>2017</year>) <volume>25</volume>:<fpage>799</fpage>&#x02013;<lpage>812</lpage>. <pub-id pub-id-type="doi">10.1111/hsc.12311</pub-id><pub-id pub-id-type="pmid">26712585</pub-id></citation></ref>
<ref id="B7">
<label>7.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shankar</surname> <given-names>A</given-names></name> <name><surname>McMunn</surname> <given-names>A</given-names></name> <name><surname>Banks</surname> <given-names>J</given-names></name> <name><surname>Steptoe</surname> <given-names>A</given-names></name></person-group>. <article-title>Loneliness, social isolation, and behavioral and biological health indicators in older adults</article-title>. <source>Health Psychol</source>. (<year>2011</year>) <volume>30</volume>:<fpage>377</fpage>&#x02013;<lpage>85</lpage>. <pub-id pub-id-type="doi">10.1037/a0022826</pub-id><pub-id pub-id-type="pmid">21534675</pub-id></citation></ref>
<ref id="B8">
<label>8.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gerst-Emerson</surname> <given-names>K</given-names></name> <name><surname>Jayawardhana</surname> <given-names>J</given-names></name></person-group>. <article-title>Loneliness as a public health issue: the impact of loneliness on health care utilization among older adults</article-title>. <source>Am J Public Health</source>. (<year>2015</year>) <volume>105</volume>:<fpage>1013</fpage>&#x02013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.2105/AJPH.2014.302427</pub-id><pub-id pub-id-type="pmid">25790413</pub-id></citation></ref>
<ref id="B9">
<label>9.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Luanaigh</surname> <given-names>C&#x000D3;</given-names></name> <name><surname>Lawlor</surname> <given-names>BA</given-names></name></person-group>. <article-title>Loneliness and the health of older people</article-title>. <source>Int J Geriatr Psychiatry</source>. (<year>2008</year>) <volume>23</volume>:<fpage>1213</fpage>&#x02013;<lpage>21</lpage>. <pub-id pub-id-type="doi">10.1002/gps.2054</pub-id></citation></ref>
<ref id="B10">
<label>10.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Subrahmanyam</surname> <given-names>K</given-names></name> <name><surname>Greenfield</surname> <given-names>P</given-names></name></person-group>. <article-title>Online communication and adolescent relationships</article-title>. <source>Future Child</source>. (<year>2008</year>) <volume>18</volume>:<fpage>119</fpage>&#x02013;<lpage>46</lpage>. <pub-id pub-id-type="doi">10.1353/foc.0.0006</pub-id></citation></ref>
<ref id="B11">
<label>11.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Baym</surname> <given-names>NK</given-names></name></person-group>. <source>Personal Connections in the Digital Age</source>. John Wiley &#x00026; Sons, Ltd. (<year>2015</year>).</citation></ref>
<ref id="B12">
<label>12.</label>
<citation citation-type="web"><person-group person-group-type="author"><name><surname>Anderson</surname> <given-names>M</given-names></name> <name><surname>Perrin</surname> <given-names>A</given-names></name></person-group>. <source>Tech Adoption Climbs Among Older Adults</source>. Pew Research Center. Internet, Science &#x00026; Technology (<year>2017</year>). Available online at: <ext-link ext-link-type="uri" xlink:href="http://www.pewinternet.org/2017/05/17/tech-adoption-climbs-among-older-adults/">http://www.pewinternet.org/2017/05/17/tech-adoption-climbs-among-older-adults/</ext-link> (cited June 7, 2020)</citation></ref>
<ref id="B13">
<label>13.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Beatty</surname> <given-names>L</given-names></name> <name><surname>Lambert</surname> <given-names>S</given-names></name></person-group>. <article-title>A systematic review of internet-based self-help therapeutic interventions to improve distress and disease-control among adults with chronic health conditions</article-title>. <source>Clin Psychol Rev</source>. (<year>2013</year>)<volume>33</volume>:<fpage>609</fpage>&#x02013;<lpage>22</lpage>. <pub-id pub-id-type="doi">10.1016/j.cpr.2013.03.004</pub-id><pub-id pub-id-type="pmid">23603521</pub-id></citation></ref>
<ref id="B14">
<label>14.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Barak</surname> <given-names>A</given-names></name> <name><surname>Hen</surname> <given-names>L</given-names></name> <name><surname>Boniel-Nissim</surname> <given-names>M</given-names></name> <name><surname>Shapira</surname> <given-names>N</given-names></name></person-group>. <article-title>A comprehensive review and a meta-analysis of the effectiveness of internet-based psychotherapeutic interventions</article-title>. <source>J Technol Hum Serv</source>. (<year>2008</year>) <volume>26</volume>:<fpage>109</fpage>&#x02013;<lpage>60</lpage>. <pub-id pub-id-type="doi">10.1080/15228830802094429</pub-id></citation></ref>
<ref id="B15">
<label>15.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Spijkerman</surname> <given-names>MPJ</given-names></name> <name><surname>Pots</surname> <given-names>WTM</given-names></name> <name><surname>Bohlmeijer</surname> <given-names>ET</given-names></name></person-group>. <article-title>Effectiveness of online mindfulness-based interventions in improving mental health: a review and meta-analysis of randomised controlled trials</article-title>. <source>Clin Psychol Rev</source>. (<year>2016</year>) <volume>45</volume>:<fpage>102</fpage>&#x02013;<lpage>14</lpage>. <pub-id pub-id-type="doi">10.1016/j.cpr.2016.03.009</pub-id><pub-id pub-id-type="pmid">27111302</pub-id></citation></ref>
<ref id="B16">
<label>16.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Khatri</surname> <given-names>N</given-names></name> <name><surname>Marziali</surname> <given-names>E</given-names></name> <name><surname>Tchernikov</surname> <given-names>I</given-names></name> <name><surname>Shepherd</surname> <given-names>N</given-names></name></person-group>. <article-title>Comparing telehealth-based and clinic-based group cognitive behavioral therapy for adults with depression and anxiety: a pilot study</article-title>. <source>Clin Interv Aging</source>. (<year>2014</year>) <volume>9</volume>:<fpage>276</fpage>&#x02013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.2147/CIA.S57832</pub-id><pub-id pub-id-type="pmid">24855345</pub-id></citation></ref>
<ref id="B17">
<label>17.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vallury</surname> <given-names>KD</given-names></name> <name><surname>Jones</surname> <given-names>M</given-names></name> <name><surname>Oosterbroek</surname> <given-names>C</given-names></name></person-group>. <article-title>Computerized cognitive behavior therapy for anxiety and depression in rural areas:a systematic review</article-title>. <source>J Med Internet Res</source>. (<year>2015</year>) <volume>17</volume>:<fpage>e139</fpage>. <pub-id pub-id-type="doi">10.2196/jmir.4145</pub-id></citation>
</ref>
<ref id="B18">
<label>18.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Banbury</surname> <given-names>A</given-names></name> <name><surname>Nancarrow</surname> <given-names>S</given-names></name> <name><surname>Dart</surname> <given-names>J</given-names></name> <name><surname>Gray</surname> <given-names>L</given-names></name> <name><surname>Parkinson</surname> <given-names>L</given-names></name></person-group>. <article-title>Telehealth interventions delivering home-based support group videoconferencing: systematic review</article-title>. <source>J Med Internet Res</source>. (<year>2018</year>) <volume>20</volume>:<fpage>e25</fpage>. <pub-id pub-id-type="doi">10.2196/jmir.8090</pub-id><pub-id pub-id-type="pmid">29396387</pub-id></citation></ref>
<ref id="B19">
<label>19.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Karyotaki</surname> <given-names>E</given-names></name> <name><surname>Ebert</surname> <given-names>DD</given-names></name> <name><surname>Donkin</surname> <given-names>L</given-names></name> <name><surname>Riper</surname> <given-names>H</given-names></name> <name><surname>Twisk</surname> <given-names>J</given-names></name> <name><surname>Burger</surname> <given-names>S</given-names></name> <etal/></person-group>. <article-title>Do guided internet-based interventions result in clinically relevant changes for patients with depression? An individual participant data meta-analysis</article-title>. <source>Clin Psychol Rev</source>. (<year>2018</year>) <volume>63</volume>:<fpage>80</fpage>&#x02013;<lpage>92</lpage>. <pub-id pub-id-type="doi">10.1016/j.cpr.2018.06.007</pub-id><pub-id pub-id-type="pmid">29940401</pub-id></citation></ref>
<ref id="B20">
<label>20.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Choi</surname> <given-names>M</given-names></name> <name><surname>Kong</surname> <given-names>S</given-names></name> <name><surname>Jung</surname> <given-names>D</given-names></name></person-group>. <article-title>Computer and internet interventions for loneliness and depression in older adults: a meta-analysis</article-title>. <source>Healthc Inform Res</source>. (<year>2012</year>) <volume>18</volume>:<fpage>191</fpage>&#x02013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.4258/hir.2012.18.3.191</pub-id><pub-id pub-id-type="pmid">23115742</pub-id></citation></ref>
<ref id="B21">
<label>21.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bond</surname> <given-names>GE</given-names></name> <name><surname>Burr</surname> <given-names>RL</given-names></name> <name><surname>Wolf</surname> <given-names>FM</given-names></name> <name><surname>Feldt</surname> <given-names>K</given-names></name></person-group>. <article-title>The effects of a web-based intervention on psychosocial well-being among adults aged 60 and older with diabetes</article-title>. <source>Diabetes Educ</source>. (<year>2010</year>) <volume>36</volume>:<fpage>446</fpage>&#x02013;<lpage>56</lpage>. <pub-id pub-id-type="doi">10.1177/0145721710366758</pub-id><pub-id pub-id-type="pmid">20375351</pub-id></citation></ref>
<ref id="B22">
<label>22.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Knaevelsrud</surname> <given-names>C</given-names></name> <name><surname>B&#x000F6;ttche</surname> <given-names>M</given-names></name> <name><surname>Pietrzak</surname> <given-names>RH</given-names></name> <name><surname>Freyberger</surname> <given-names>HJ</given-names></name></person-group>. <article-title>Efficacy and feasibility of a therapist-guided internet-based intervention for older persons with childhood traumatization: a randomized controlled trial</article-title>. <source>Am J Geriatr Psychiatry</source>. (<year>2017</year>) <volume>25</volume>:<fpage>878</fpage>&#x02013;<lpage>88</lpage>. <pub-id pub-id-type="doi">10.1016/j.jagp.2017.02.024</pub-id><pub-id pub-id-type="pmid">28365000</pub-id></citation></ref>
<ref id="B23">
<label>23.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jarvis</surname> <given-names>MA</given-names></name> <name><surname>Padmanabhanunni</surname> <given-names>A</given-names></name> <name><surname>Chipps</surname> <given-names>J</given-names></name></person-group>. <article-title>An evaluation of a low-intensity cognitive behavioral therapy mhealth-supported intervention to reduce loneliness in older people</article-title>. <source>Int J Environ Res Public Health</source>. (<year>2019</year>) <volume>16</volume>:<fpage>1305</fpage>. <pub-id pub-id-type="doi">10.3390/ijerph16071305</pub-id><pub-id pub-id-type="pmid">30979042</pub-id></citation></ref>
<ref id="B24">
<label>24.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gardiner</surname> <given-names>C</given-names></name> <name><surname>Geldenhuys</surname> <given-names>G</given-names></name> <name><surname>Gott</surname> <given-names>M</given-names></name></person-group>. <article-title>Interventions to reduce social isolation and loneliness among older people: an integrative review</article-title>. <source>Health Soc Care Commun.</source> (<year>2018</year>) <volume>26</volume>:<fpage>147</fpage>&#x02013;<lpage>57</lpage>. <pub-id pub-id-type="doi">10.1111/hsc.12367</pub-id><pub-id pub-id-type="pmid">27413007</pub-id></citation></ref>
<ref id="B25">
<label>25.</label>
<citation citation-type="web"><person-group person-group-type="author"><name><surname>Preston</surname> <given-names>C</given-names></name> <name><surname>Moore</surname> <given-names>S</given-names></name></person-group>. <source>Ringing the chaNges: the Role of Telephone Communication in a Helpline and Befriending Service Targeting Loneliness in Older People</source>. (<year>2020</year>). Available online at: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1017/S0144686X18000120">https://doi.org/10.1017/S0144686X18000120</ext-link> (cited 2020 May 17).</citation></ref>
<ref id="B26">
<label>26.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>H&#x000F8;ybye</surname> <given-names>MT</given-names></name> <name><surname>Johansen</surname> <given-names>C</given-names></name> <name><surname>Tj&#x000F8;rnh&#x000F8;j-Thomsen</surname> <given-names>T</given-names></name></person-group>. <article-title>Online interaction. Effects of storytelling in an internet breast cancer support group</article-title>. <source>Psychooncology</source>. (<year>2005</year>) <volume>14</volume>:<fpage>211</fpage>&#x02013;<lpage>20</lpage>. <pub-id pub-id-type="doi">10.1002/pon.837</pub-id><pub-id pub-id-type="pmid">15386774</pub-id></citation></ref>
<ref id="B27">
<label>27.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Barrera</surname> <given-names>M</given-names></name> <name><surname>Glasgow</surname> <given-names>RE</given-names></name> <name><surname>Mckay</surname> <given-names>HG</given-names></name> <name><surname>Boles</surname> <given-names>SM</given-names></name> <name><surname>Feil</surname> <given-names>EG</given-names></name></person-group>. <article-title>Do internet-based support interventions change perceptions of social support?</article-title>: An experimental trial of approaches for supporting diabetes self-management 1. <source>Am J Commun Psychol</source>. (<year>2002</year>) <volume>30</volume>:<fpage>637</fpage>&#x02013;<lpage>54</lpage>. <pub-id pub-id-type="doi">10.1023/A:1016369114780</pub-id><pub-id pub-id-type="pmid">12188054</pub-id></citation></ref>
<ref id="B28">
<label>28.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lepore</surname> <given-names>SJ</given-names></name> <name><surname>Buzaglo</surname> <given-names>JS</given-names></name> <name><surname>Lieberman</surname> <given-names>MA</given-names></name> <name><surname>Golant</surname> <given-names>M</given-names></name> <name><surname>Davey</surname> <given-names>A</given-names></name></person-group>. <article-title>Standard versus prosocial online support groups for distressed breast cancer survivors: a randomized controlled trial</article-title>. <source>BMC Cancer</source>. (<year>2011</year>) <volume>11</volume>:<fpage>379</fpage>. <pub-id pub-id-type="doi">10.1186/1471-2407-11-379</pub-id><pub-id pub-id-type="pmid">21867502</pub-id></citation></ref>
<ref id="B29">
<label>29.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Banbury</surname> <given-names>A</given-names></name> <name><surname>Parkinson</surname> <given-names>L</given-names></name> <name><surname>Nancarrow</surname> <given-names>S</given-names></name> <name><surname>Dart</surname> <given-names>J</given-names></name> <name><surname>Gray</surname> <given-names>L</given-names></name> <name><surname>Buckley</surname> <given-names>J</given-names></name></person-group>. <article-title>Multi-site videoconferencing for home-based education of older people with chronic conditions: the Telehealth Literacy Project</article-title>. <source>J Telemed Telecare</source>. (<year>2014</year>) <volume>20</volume>:<fpage>353</fpage>&#x02013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1177/1357633X14552369</pub-id><pub-id pub-id-type="pmid">25399994</pub-id></citation></ref>
<ref id="B30">
<label>30.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nimrod</surname> <given-names>G</given-names></name></person-group>. <article-title>Older audiences in the digital media environment</article-title>. <source>Inf Commun Soc</source>. (<year>2017</year>) <volume>20</volume>:<fpage>233</fpage>&#x02013;<lpage>49</lpage>. <pub-id pub-id-type="doi">10.1080/1369118X.2016.1164740</pub-id></citation></ref>
<ref id="B31">
<label>31.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Hargittai</surname> <given-names>E</given-names></name></person-group>. <article-title>Second-level digital divide: mapping differences in people&#x00027;s online skills</article-title>. <source>arXiv Prepr</source>. (<year>2002</year>) 7. <pub-id pub-id-type="doi">10.5210/fm.v7i4.942</pub-id></citation></ref>
<ref id="B32">
<label>32.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hunsaker</surname> <given-names>A</given-names></name> <name><surname>Hargittai</surname> <given-names>E</given-names></name></person-group>. <article-title>A review of Internet use among older adults</article-title>. <source>New Media Soc</source>. (<year>2018</year>) <volume>20</volume>:<fpage>3937</fpage>&#x02013;<lpage>54</lpage>. <pub-id pub-id-type="doi">10.1177/1461444818787348</pub-id></citation></ref>
<ref id="B33">
<label>33.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Friemel</surname> <given-names>TN</given-names></name></person-group>. <article-title>The digital divide has grown old: determinants of a digital divide among seniors</article-title>. <source>New Media Soc</source>. (<year>2016</year>) <volume>18</volume>:<fpage>313</fpage>&#x02013;<lpage>31</lpage>. <pub-id pub-id-type="doi">10.1177/1461444814538648</pub-id></citation></ref>
<ref id="B34">
<label>34.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fischer</surname> <given-names>SH</given-names></name> <name><surname>David</surname> <given-names>D</given-names></name> <name><surname>Crotty</surname> <given-names>BH</given-names></name> <name><surname>Dierks</surname> <given-names>M</given-names></name> <name><surname>Safran</surname> <given-names>C</given-names></name></person-group>. <article-title>Acceptance and use of health information technology by community-dwelling elders</article-title>. <source>Int J Med Inform</source>. (<year>2014</year>) <volume>83</volume>:<fpage>624</fpage>&#x02013;<lpage>35</lpage>. <pub-id pub-id-type="doi">10.1016/j.ijmedinf.2014.06.005</pub-id><pub-id pub-id-type="pmid">24996581</pub-id></citation></ref>
<ref id="B35">
<label>35.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Briones</surname> <given-names>RL</given-names></name> <name><surname>Kuch</surname> <given-names>B</given-names></name> <name><surname>Liu</surname> <given-names>BF</given-names></name> <name><surname>Jin</surname> <given-names>Y</given-names></name></person-group>. <article-title>Keeping up with the digital age: how the American Red Cross uses social media to build relationships</article-title>. <source>Public Relat Rev</source>. (<year>2011</year>) <volume>37</volume>:<fpage>37</fpage>&#x02013;<lpage>43</lpage>. <pub-id pub-id-type="doi">10.1016/j.pubrev.2010.12.006</pub-id></citation></ref>
<ref id="B36">
<label>36.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Neves</surname> <given-names>BB</given-names></name> <name><surname>Amaro</surname> <given-names>F</given-names></name></person-group>. <article-title>Too old for technology? How the elderly of Lisbon use and perceive ICT</article-title>. <source>J Comm Inform</source>. (<year>2012</year>) <volume>8</volume>:<fpage>1</fpage>&#x02013;<lpage>12</lpage>. <pub-id pub-id-type="doi">10.15353/joci.v8i1.3061</pub-id></citation></ref>
<ref id="B37">
<label>37.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hill</surname> <given-names>R</given-names></name> <name><surname>Betts</surname> <given-names>LR</given-names></name> <name><surname>Gardner</surname> <given-names>SE</given-names></name></person-group>. <article-title>Older adults experiences and perceptions of digital technology: (Dis)empowerment, wellbeing, and inclusion</article-title>. <source>Comput Human Behav</source>. (<year>2015</year>) <volume>48</volume>:<fpage>415</fpage>&#x02013;<lpage>23</lpage>. <pub-id pub-id-type="doi">10.1016/j.chb.2015.01.062</pub-id></citation></ref>
<ref id="B38">
<label>38.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pike</surname> <given-names>KE</given-names></name> <name><surname>Chong</surname> <given-names>MS</given-names></name> <name><surname>Hume</surname> <given-names>CH</given-names></name> <name><surname>Keech</surname> <given-names>BJ</given-names></name> <name><surname>Konjarski</surname> <given-names>M</given-names></name> <name><surname>Landolt</surname> <given-names>KA</given-names></name> <etal/></person-group>. <article-title>Providing online memory interventions for older adults: a critical review and recommendations for development</article-title>. <source>Aust Psychol</source>. (<year>2018</year>) <volume>53</volume>:<fpage>367</fpage>&#x02013;<lpage>76</lpage>. <pub-id pub-id-type="doi">10.1111/ap.12339</pub-id></citation></ref>
<ref id="B39">
<label>39.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname> <given-names>YRR</given-names></name> <name><surname>Schulz</surname> <given-names>PJ</given-names></name></person-group>. <article-title>The effect of information communication technology interventions on reducing social isolation in the elderly: a systematic review</article-title>. <source>J Med Internet Res</source>. (<year>2016</year>) <volume>18</volume>:<fpage>e18</fpage>. <pub-id pub-id-type="doi">10.2196/jmir.4596</pub-id><pub-id pub-id-type="pmid">26822073</pub-id></citation></ref>
<ref id="B40">
<label>40.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Leung</surname> <given-names>K</given-names></name> <name><surname>Wu</surname> <given-names>JT</given-names></name> <name><surname>Liu</surname> <given-names>D</given-names></name> <name><surname>Leung</surname> <given-names>GM</given-names></name></person-group>. <article-title>First-wave COVID-19 transmissibility and severity in China outside Hubei after control measures, and second-wave scenario planning: a modelling impact assessment</article-title>. <source>Lancet</source>. (<year>2020</year>) <volume>395</volume>:<fpage>1382</fpage>&#x02013;<lpage>93</lpage>. <pub-id pub-id-type="doi">10.1016/S0140-6736(20)30746-7</pub-id><pub-id pub-id-type="pmid">32277878</pub-id></citation></ref>
<ref id="B41">
<label>41.</label>
<citation citation-type="web"><person-group person-group-type="author"><collab>Israel Central Bureau of Statistics</collab></person-group>. <source>International Day of Older Persons: Selected Data on Various Topics Regarding Israeli Senior Citizens Aged 65 and Over</source>. Jerusalem (<year>2020</year>). Available online at: <ext-link ext-link-type="uri" xlink:href="https://www.cbs.gov.il/he/mediarelease/DocLib/2020/314/11_20_314e.pdf">https://www.cbs.gov.il/he/mediarelease/DocLib/2020/314/11_20_314e.pdf</ext-link></citation></ref>
<ref id="B42">
<label>42.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Beck</surname> <given-names>AT</given-names></name> editor</person-group>. <source>Cognitive Therapy of Depression</source>. New York, NY: Guilford Press (<year>1979</year>).</citation></ref>
<ref id="B43">
<label>43.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Ellis</surname> <given-names>A</given-names></name></person-group>. <source>Overcoming Destructive Beliefs, fEelings, and Behaviors: New Directions for Rational Emotive Behavior Therapy.</source> <publisher-loc>Amherst, MA; New York, NY</publisher-loc>: <publisher-name>Prometheus Books</publisher-name> (<year>2010</year>).</citation></ref>
<ref id="B44">
<label>44.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tatrow</surname> <given-names>K</given-names></name> <name><surname>Montgomery</surname> <given-names>GH</given-names></name></person-group>. <article-title>Cognitive behavioral therapy techniques for distress and pain in breast cancer patients: a meta-analysis</article-title>. <source>J Behav Med</source>. (<year>2006</year>) <volume>29</volume>:<fpage>17</fpage>&#x02013;<lpage>27</lpage>. <pub-id pub-id-type="doi">10.1007/s10865-005-9036-1</pub-id><pub-id pub-id-type="pmid">16400532</pub-id></citation></ref>
<ref id="B45">
<label>45.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Satre</surname> <given-names>DD</given-names></name> <name><surname>Knight</surname> <given-names>BG</given-names></name> <name><surname>David</surname> <given-names>S</given-names></name></person-group>. <article-title>Cognitive-behavioral interventions with older adults: integrating clinical and gerontological research</article-title>. <source>Prof Psychol Res Pr</source>. (<year>2006</year>) <volume>37</volume>:<fpage>489</fpage>&#x02013;<lpage>98</lpage>. <pub-id pub-id-type="doi">10.1037/0735-7028.37.5.489</pub-id></citation></ref>
<ref id="B46">
<label>46.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kim</surname> <given-names>D</given-names></name> <name><surname>Bae</surname> <given-names>H</given-names></name> <name><surname>Chon</surname> <given-names>Park Y</given-names></name></person-group>. <article-title>Validity of the subjective units of disturbance scale in EMDR</article-title>. <source>J EMDR Pract Res</source>. (<year>2008</year>) <volume>2</volume>:<fpage>57</fpage>&#x02013;<lpage>62</lpage>. <pub-id pub-id-type="doi">10.1891/1933-3196.2.1.57</pub-id><pub-id pub-id-type="pmid">10225502</pub-id></citation></ref>
<ref id="B47">
<label>47.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Segal-Engelchin</surname> <given-names>D</given-names></name> <name><surname>Sarid</surname> <given-names>O</given-names></name></person-group>. <article-title>Brief Intervention effectiveness on stress among nepalese people indirectly exposed to the nepal earthquake</article-title>. <source>Int J Ment Health Addict</source>. (<year>2016</year>) <volume>14</volume>:<fpage>1</fpage>&#x02013;<lpage>5</lpage>. <pub-id pub-id-type="doi">10.1007/s11469-015-9623-5</pub-id></citation></ref>
<ref id="B48">
<label>48.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sarid</surname> <given-names>O</given-names></name> <name><surname>Cwikel</surname> <given-names>J</given-names></name> <name><surname>Czamanski-Cohen</surname> <given-names>J</given-names></name> <name><surname>Huss</surname> <given-names>E</given-names></name></person-group>. <article-title>Treating women with perinatal mood and anxiety disorders (PMADs) with a hybrid cognitive behavioural and art therapy treatment (CB-ART)</article-title>. <source>Arch Womens Ment Health</source>. (<year>2017</year>) <volume>20</volume>:<fpage>229</fpage>&#x02013;<lpage>31</lpage>. <pub-id pub-id-type="doi">10.1007/s00737-016-0668-7</pub-id><pub-id pub-id-type="pmid">27645306</pub-id></citation></ref>
<ref id="B49">
<label>49.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Johnco</surname> <given-names>C</given-names></name> <name><surname>Wuthrich</surname> <given-names>VM</given-names></name> <name><surname>Rapee</surname> <given-names>RM</given-names></name></person-group>. <article-title>The influence of cognitive flexibility on treatment outcome and cognitive restructuring skill acquisition during cognitive behavioural treatment for anxiety and depression in older adults: results of a pilot study</article-title>. <source>Behav Res Ther</source>. (<year>2014</year>) <volume>57</volume>:<fpage>55</fpage>&#x02013;<lpage>64</lpage>. <pub-id pub-id-type="doi">10.1016/j.brat.2014.04.005</pub-id><pub-id pub-id-type="pmid">24828838</pub-id></citation></ref>
<ref id="B50">
<label>50.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cohen</surname> <given-names>S</given-names></name> <name><surname>Kamarck</surname> <given-names>T</given-names></name> <name><surname>Mermelstein</surname> <given-names>R</given-names></name></person-group>. <article-title>A global measure of perceived stress</article-title>. <source>J Health Soc Behav</source>. (<year>1983</year>) <volume>24</volume>:<fpage>385</fpage>&#x02013;<lpage>96</lpage>. <pub-id pub-id-type="doi">10.2307/2136404</pub-id></citation></ref>
<ref id="B51">
<label>51.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Warttig</surname> <given-names>SL</given-names></name> <name><surname>Forshaw</surname> <given-names>MJ</given-names></name> <name><surname>South</surname> <given-names>J</given-names></name> <name><surname>White</surname> <given-names>AK</given-names></name></person-group>. <article-title>New, normative, English-sample data for the Short Form Perceived Stress Scale (PSS-4)</article-title>. <source>J Health Psychol</source>. (<year>2013</year>) <volume>18</volume>:<fpage>1617</fpage>&#x02013;<lpage>28</lpage>. <pub-id pub-id-type="doi">10.1177/1359105313508346</pub-id><pub-id pub-id-type="pmid">24155195</pub-id></citation></ref>
<ref id="B52">
<label>52.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hughes</surname> <given-names>ME</given-names></name> <name><surname>Waite</surname> <given-names>LJ</given-names></name> <name><surname>Hawkley</surname> <given-names>LC</given-names></name> <name><surname>Cacioppo</surname> <given-names>JT</given-names></name></person-group>. <article-title>A short scale for measuring loneliness in large surveys results from two population-based studies</article-title>. <source>Res Aging</source>. (<year>2004</year>) <volume>26</volume>:<fpage>655</fpage>&#x02013;<lpage>72</lpage>. <pub-id pub-id-type="doi">10.1177/0164027504268574</pub-id><pub-id pub-id-type="pmid">18504506</pub-id></citation></ref>
<ref id="B53">
<label>53.</label>
<citation citation-type="book"><person-group person-group-type="author"><collab>Israel Central Bureau of Statistics</collab></person-group>. <source>The 2010 Social Survey</source>. Jerusalem: Central Bureaue of Statistics (<year>2012</year>).</citation></ref>
<ref id="B54">
<label>54.</label>
<citation citation-type="web"><person-group person-group-type="author"><collab>Israel Central Bureau of Statistics</collab></person-group>. <source>Chapter 5: Health</source>. Jerusalem: Society in Israel (<year>2011</year>). Available online at: <ext-link ext-link-type="uri" xlink:href="http://www.cbs.gov.il/webpub/pub/text_page.html?publ=54&#x00026;CYear=2009&#x00026;CMonth=1">http://www.cbs.gov.il/webpub/pub/text_page.html?publ=54&#x00026;CYear=2009&#x00026;CMonth=1</ext-link></citation></ref>
<ref id="B55">
<label>55.</label>
<citation citation-type="web"><person-group person-group-type="author"><collab>OECD</collab></person-group>. <source>How&#x00027;s Life? 2020: Measuring Well-Being</source>. Paris: OECD Publishing (<year>2020</year>). Available online at: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1787/9870c393-en">https://doi.org/10.1787/9870c393-en</ext-link> <pub-id pub-id-type="doi">10.1787/9870c393-en</pub-id></citation></ref>
<ref id="B56">
<label>56.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Romppel</surname> <given-names>M</given-names></name> <name><surname>Herrmann-Lingen</surname> <given-names>C</given-names></name> <name><surname>Wachter</surname> <given-names>R</given-names></name> <name><surname>Edelmann</surname> <given-names>F</given-names></name> <name><surname>Dungen</surname> <given-names>H</given-names></name> <name><surname>Pieske</surname> <given-names>B</given-names></name> <etal/></person-group>. <article-title>A short form of the General Self-Efficacy Scale (GSE-6): development, psychometric properties and validity in an intercultural non-clinical sample and a sample of patients at risk for heart failure</article-title>. <source>Psychosoc Med</source>. (<year>2013</year>) <volume>10</volume>:<fpage>Doc01</fpage>. <pub-id pub-id-type="doi">10.1037/t69316-000</pub-id><pub-id pub-id-type="pmid">23429426</pub-id></citation></ref>
<ref id="B57">
<label>57.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Schwarzer</surname> <given-names>R</given-names></name> <name><surname>Jerusalem</surname> <given-names>M</given-names></name></person-group>. <article-title>Generalized self-efficacy scale. In: Weinman J, Wright S, Johnston M, editors</article-title>. <source>Measures in Health Psychology: A User&#x00027;s Portfolio Causal and Control Beliefs</source>. Windsor: NFER-NELSON (<year>1995</year>). p. <fpage>35</fpage>&#x02013;<lpage>7</lpage>.</citation></ref>
<ref id="B58">
<label>58.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cohen</surname> <given-names>O</given-names></name> <name><surname>Leykin</surname> <given-names>D</given-names></name> <name><surname>Lahad</surname> <given-names>M</given-names></name> <name><surname>Goldberg</surname> <given-names>A</given-names></name> <name><surname>Aharonson-Daniel</surname> <given-names>L</given-names></name></person-group>. <article-title>The conjoint community resiliency assessment measure as a baseline for profiling and predicting community resilience for emergencies</article-title>. <source>Technol Forecast Soc Change</source>. (<year>2013</year>) <volume>80</volume>:<fpage>1732</fpage>&#x02013;<lpage>41</lpage>. <pub-id pub-id-type="doi">10.1016/j.techfore.2012.12.009</pub-id></citation></ref>
<ref id="B59">
<label>59.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Leykin</surname> <given-names>D</given-names></name> <name><surname>Lahad</surname> <given-names>M</given-names></name> <name><surname>Cohen</surname> <given-names>O</given-names></name> <name><surname>Goldberg</surname> <given-names>A</given-names></name> <name><surname>Aharonson-Daniel</surname> <given-names>L</given-names></name></person-group>. <article-title>Conjoint community resiliency assessment measure-28/10 items (CCRAM28 and CCRAM10): a self-report tool for assessing community resilience</article-title>. <source>Am J Community Psychol</source>. (<year>2013</year>) <volume>52</volume>:<fpage>313</fpage>&#x02013;<lpage>23</lpage>. <pub-id pub-id-type="doi">10.1007/s10464-013-9596-0</pub-id><pub-id pub-id-type="pmid">24091563</pub-id></citation></ref>
<ref id="B60">
<label>60.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Broadhead</surname> <given-names>W</given-names></name> <name><surname>Gehlbach</surname> <given-names>S</given-names></name> <name><surname>de</surname> <given-names>Gruy F</given-names></name> <name><surname>Kaplan</surname> <given-names>B</given-names></name></person-group>. <article-title>The Duke-unc functional social support questionnaire: measurement of social support in family medicine patients on JSTOR</article-title>. <source>Med Care</source>. (<year>1988</year>) <volume>26</volume>:<fpage>709</fpage>&#x02013;<lpage>23</lpage>. <pub-id pub-id-type="doi">10.1097/00005650-198807000-00006</pub-id></citation></ref>
<ref id="B61">
<label>61.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mach&#x000F3;n</surname> <given-names>M</given-names></name> <name><surname>Larra&#x000F1;aga</surname> <given-names>I</given-names></name> <name><surname>Dorronsoro</surname> <given-names>M</given-names></name> <name><surname>Vrotsou</surname> <given-names>K</given-names></name> <name><surname>Vergara</surname> <given-names>I</given-names></name></person-group>. <article-title>Health-related quality of life and associated factors in functionally independent older people</article-title>. <source>BMC Geriatr</source>. (<year>2017</year>) <volume>17</volume>:<fpage>19</fpage>. <pub-id pub-id-type="doi">10.1186/s12877-016-0410-3</pub-id><pub-id pub-id-type="pmid">28088178</pub-id></citation></ref>
<ref id="B62">
<label>62.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kroenke</surname> <given-names>K</given-names></name> <name><surname>Spitzer</surname> <given-names>RL</given-names></name> <name><surname>Williams</surname> <given-names>JBW</given-names></name></person-group>. <article-title>The PHQ-9: validity of a brief depression severity measure</article-title>. <source>J Gen Intern Med</source>. (<year>2001</year>) <volume>16</volume>:<fpage>606</fpage>&#x02013;<lpage>13</lpage>. <pub-id pub-id-type="doi">10.1046/j.1525-1497.2001.016009606.x</pub-id><pub-id pub-id-type="pmid">11556941</pub-id></citation></ref>
<ref id="B63">
<label>63.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Neria</surname> <given-names>Y</given-names></name> <name><surname>Besser</surname> <given-names>A</given-names></name> <name><surname>Kiper</surname> <given-names>D</given-names></name> <name><surname>Westphal</surname> <given-names>M</given-names></name></person-group>. <article-title>A longitudinal study of posttraumatic stress disorder, depression, and generalized anxiety disorder in israeli civilians exposed to war trauma</article-title>. <source>J Trauma Stress</source>. (<year>2010</year>) <volume>23</volume>:<fpage>322</fpage>&#x02013;<lpage>30</lpage>. <pub-id pub-id-type="doi">10.1002/jts.20522</pub-id><pub-id pub-id-type="pmid">20564364</pub-id></citation></ref>
<ref id="B64">
<label>64.</label>
<citation citation-type="web"><person-group person-group-type="author"><collab>Israel Ministry of Health</collab></person-group>. <source>The Novel Coronavirus</source>. Available online at: <ext-link ext-link-type="uri" xlink:href="https://govextra.gov.il/ministry-of-health/corona/corona-virus-en/">https://govextra.gov.il/ministry-of-health/corona/corona-virus-en/</ext-link> (accessed May 1, 2020)</citation>
</ref>
<ref id="B65">
<label>65.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Harrer</surname> <given-names>M</given-names></name> <name><surname>Adam</surname> <given-names>SH</given-names></name> <name><surname>Fleischmann</surname> <given-names>RJ</given-names></name> <name><surname>Baumeister</surname> <given-names>H</given-names></name> <name><surname>Auerbach</surname> <given-names>R</given-names></name> <name><surname>Bruffaerts</surname> <given-names>R</given-names></name> <etal/></person-group>. <article-title>Effectiveness of an internet- and app-based intervention for college students with elevated stress: randomized controlled trial</article-title>. <source>J Med Internet Res</source>. (<year>2018</year>) <volume>20</volume>:<fpage>e136</fpage>. <pub-id pub-id-type="doi">10.2196/jmir.9293</pub-id><pub-id pub-id-type="pmid">29685870</pub-id></citation></ref>
<ref id="B66">
<label>66.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Perissinotto</surname> <given-names>CM</given-names></name> <name><surname>Stijacic</surname> <given-names>Cenzer I</given-names></name> <name><surname>Covinsky</surname> <given-names>KE</given-names></name></person-group>. <article-title>Loneliness in older persons: a predictor of functional decline and death</article-title>. <source>Arch Intern Med</source>. (<year>2012</year>) <volume>172</volume>:<fpage>1078</fpage>&#x02013;<lpage>83</lpage>. <pub-id pub-id-type="doi">10.1001/archinternmed.2012.1993</pub-id><pub-id pub-id-type="pmid">22710744</pub-id></citation></ref>
<ref id="B67">
<label>67.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Steptoe</surname> <given-names>A</given-names></name> <name><surname>Shankar</surname> <given-names>A</given-names></name> <name><surname>Demakakos</surname> <given-names>P</given-names></name> <name><surname>Wardle</surname> <given-names>J</given-names></name></person-group>. <article-title>Social isolation, loneliness, and all-cause mortality in older men and women</article-title>. <source>Proc Natl Acad Sci U S A</source>. (<year>2013</year>) <volume>110</volume>:<fpage>5797</fpage>&#x02013;<lpage>801</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.1219686110</pub-id><pub-id pub-id-type="pmid">23530191</pub-id></citation></ref>
<ref id="B68">
<label>68.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Coyle</surname> <given-names>CE</given-names></name> <name><surname>Dugan</surname> <given-names>E</given-names></name></person-group>. <article-title>Social isolation, loneliness and health among older adults</article-title>. <source>J Aging Health</source>. (<year>2012</year>) <volume>24</volume>:<fpage>1346</fpage>&#x02013;<lpage>63</lpage>. <pub-id pub-id-type="doi">10.1177/0898264312460275</pub-id></citation></ref>
<ref id="B69">
<label>69.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Armitage</surname> <given-names>R</given-names></name> <name><surname>Nellums</surname> <given-names>LB</given-names></name></person-group>. <article-title>The COVID-19 response must be disability inclusive</article-title>. <source>Lancet Public Health</source>. (<year>2020</year>) <volume>7</volume>:<fpage>e257</fpage>. <pub-id pub-id-type="doi">10.1016/S2468-2667(20)30076-1</pub-id><pub-id pub-id-type="pmid">32224295</pub-id></citation></ref>
<ref id="B70">
<label>70.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wingate</surname> <given-names>MS</given-names></name> <name><surname>Perry</surname> <given-names>EC</given-names></name> <name><surname>Campbell</surname> <given-names>PH</given-names></name> <name><surname>David</surname> <given-names>P</given-names></name> <name><surname>Weist</surname> <given-names>EM</given-names></name></person-group>. <article-title>Identifying and protecting vulnerable populations in public health emergencies: addressing gaps in education and training</article-title>. <source>Public Health Rep</source>. (<year>2007</year>) <volume>122</volume>:<fpage>422</fpage>&#x02013;<lpage>6</lpage>. <pub-id pub-id-type="doi">10.1177/003335490712200319</pub-id><pub-id pub-id-type="pmid">17518315</pub-id></citation></ref>
<ref id="B71">
<label>71.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Alegr&#x000ED;a</surname> <given-names>M</given-names></name> <name><surname>Alvarez</surname> <given-names>K</given-names></name> <name><surname>Ishikawa</surname> <given-names>RZ</given-names></name> <name><surname>DiMarzio</surname> <given-names>K</given-names></name> <name><surname>McPeck</surname> <given-names>S</given-names></name></person-group>. <article-title>Removing obstacles to eliminating racial and ethnic disparities in behavioral health care</article-title>. <source>Health Aff</source> . (<year>2016</year>) <volume>35</volume>:<fpage>991</fpage>&#x02013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1377/hlthaff.2016.0029</pub-id><pub-id pub-id-type="pmid">27269014</pub-id></citation></ref>
<ref id="B72">
<label>72.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Torous</surname> <given-names>J</given-names></name> <name><surname>Myrick</surname> <given-names>KJ</given-names></name> <name><surname>Rauseo-Ricupero</surname> <given-names>N</given-names></name> <name><surname>Firth</surname> <given-names>J</given-names></name></person-group>. <article-title>Digital mental health and COVID-19: using technology today to accelerate the curve on access and quality tomorrow</article-title>. <source>J Med Internet Res</source>. (<year>2020</year>) <volume>22</volume>:<fpage>1</fpage>&#x02013;<lpage>6</lpage>. <pub-id pub-id-type="doi">10.2196/18848</pub-id><pub-id pub-id-type="pmid">32750003</pub-id></citation></ref>
<ref id="B73">
<label>73.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhou</surname> <given-names>X</given-names></name> <name><surname>Snoswell</surname> <given-names>CL</given-names></name> <name><surname>Harding</surname> <given-names>LE</given-names></name> <name><surname>Bambling</surname> <given-names>M</given-names></name> <name><surname>Edirippulige</surname> <given-names>S</given-names></name> <name><surname>Bai</surname> <given-names>X</given-names></name> <etal/></person-group>. <article-title>The role of telehealth in reducing the mental health burden from COVID-19</article-title>. telemed e-Health. (<year>2020</year>) <volume>26</volume>:<fpage>377</fpage>&#x02013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1089/tmj.2020.0068</pub-id><pub-id pub-id-type="pmid">32202977</pub-id></citation></ref>
<ref id="B74">
<label>74.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jim&#x000E9;nez-Pav&#x000F3;n</surname> <given-names>D</given-names></name> <name><surname>Carbonell-Baeza</surname> <given-names>A</given-names></name> <name><surname>Lavie</surname> <given-names>CJ</given-names></name></person-group>. <article-title>Physical exercise as therapy to fight against the mental and physical consequences of COVID-19 quarantine: Special focus in older people</article-title>. <source>Prog Cardiovasc Dis</source>. (<year>2020</year>) <volume>63</volume>:<fpage>386</fpage>&#x02013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1016/j.pcad.2020.03.009</pub-id><pub-id pub-id-type="pmid">32220590</pub-id></citation></ref>
<ref id="B75">
<label>75.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Martinez-Ferran</surname> <given-names>M</given-names></name> <name><surname>de</surname> <given-names>la Gu&#x000ED;a-Galipienso F</given-names></name> <name><surname>Sanchis-Gomar</surname> <given-names>F</given-names></name> <name><surname>Pareja-Galeano</surname> <given-names>H</given-names></name></person-group>. <article-title>Metabolic impacts of confinement during the COVID-19 pandemic due to modified diet and physical activity habits</article-title>. <source>Nutrients</source>. (<year>2020</year>) <volume>12</volume>:<fpage>1549</fpage>. <pub-id pub-id-type="doi">10.3390/nu12061549</pub-id><pub-id pub-id-type="pmid">32466598</pub-id></citation></ref>
</ref-list>
<glossary>
<def-list>
<title>Abbreviations</title>
<def-item><term>COVID-19</term>
<def><p>Coronavirus disease 2019</p></def></def-item>
<def-item><term>ICT</term>
<def><p>information and communication technology</p></def></def-item>
<def-item><term>CBT</term>
<def><p>Cognitive behavioral training</p></def></def-item>
<def-item><term>CBS</term>
<def><p>Central Bureau of Statistics</p></def></def-item>
<def-item><term>OECD</term>
<def><p>Organization for Economic Co-operation and Development</p></def></def-item>
<def-item><term>QOL</term>
<def><p>Quality of life</p></def></def-item>
<def-item><term>DSM-V, Diagnostic and Statistical Manual of Mental Disorders</term>
<def><p>Fifth Edition.</p></def></def-item>
</def-list>
</glossary>
<fn-group>
<fn fn-type="financial-disclosure"><p><bold>Funding.</bold> This study is funded by the BGU COVID-19 CORONA CHALLENGE, which is an internal venture initiated by Ben Gurion University of the Negev in order to facilitate academic collaborations in various aspects associated with the COVID-19 crisis.</p>
</fn>
</fn-group>
</back>
</article>