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Bartosiak A, Lee JE, Loibl C. Fear of missing out, social media influencers, and the social, psychological and financial wellbeing of young consumers. PLoS One 2025; 20:e0319034. [PMID: 40233043 PMCID: PMC11999132 DOI: 10.1371/journal.pone.0319034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2024] [Accepted: 01/25/2025] [Indexed: 04/17/2025] Open
Abstract
This study examines the social, psychological, and financial wellbeing of younger consumers who follow social media influencers. The consumer panel MTurk was used to collect a U.S. sample of 863 adults aged between 18 and 40 who follow social media influencers. Structural equation modeling is used for data analysis. Greater fear of missing out is directly linked to lower levels of social, psychological, and financial wellbeing, however it is associated with stronger parasocial interactions with social media influencers. Parasocial interactions are, in turn, associated with higher levels of social, psychological, and financial wellbeing. This study is among the first to document the direct association of fear of missing out with lower social, psychological, and financial wellbeing and shows that parasocial interactions with social media influencers are a key pathway through which social media use can benefit the wellbeing of younger consumers.
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Affiliation(s)
- Abbey Bartosiak
- Department of Human Sciences, The Ohio State University, Columbus, Ohio, United States of America
| | - Jung Eun Lee
- Department of Consumer and Design Sciences, Auburn University, Auburn, Alabama, United States of America
| | - Cäzilia Loibl
- Department of Human Sciences, The Ohio State University, Columbus, Ohio, United States of America
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Tan XR, Wilson IM, Tay PKC, Win PPS, Song CF, Wee SL. Mapping of technological strategies for reducing social isolation in homebound older adults: A scoping review. Arch Gerontol Geriatr 2024; 125:105478. [PMID: 38776697 DOI: 10.1016/j.archger.2024.105478] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Revised: 04/18/2024] [Accepted: 05/05/2024] [Indexed: 05/25/2024]
Abstract
BACKGROUND Homebound older adults (HOAs) are particularly vulnerable to social isolation and loneliness, which engender a poorer physical and mental health, and greater cognitive decline. The purpose of this review is to map the literature to identify potential technological strategies that reduce social isolation in HOAs, and to understand facilitators and barriers for adoption and implementation. METHODS Six databases including PubMed (MEDLINE), Google Scholar, Cochrane Database, EBSCOHost, National Library ProQuest, Web of Science, and the Journal of Medical Internet Research were searched for relevant articles. Peer-reviewed literature published in English from Jan 2014 to Feb 2024 that employed technological strategies applicable to HOAs and assessed social isolation or connectedness as an outcome measure were included. RESULTS 107 studies were reviewed and classified into different technological categories based on their functions and features. A social technology framework encompassing delivery, hardware, software, content, training, and support was conceptualized with core characteristics identified from the reviewed technological strategies. Cost and complexity of technology, and resource commitment were identified as barriers while user-friendliness, content curation and a supportive ecosystem may facilitate the adoption of a technological strategy to address social isolation in HOAs. CONCLUSION There is a need for early and concerted effort to identify HOAs, provide technology training, and empower them to tap on the digital world to complement and/or supplement social interactions. Development of cost-effective and rapid-to-implement technology is vital for HOAs who are at highest risk to social isolation.
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Affiliation(s)
- Xiang Ren Tan
- Health and Social Sciences Cluster, Singapore Institute of Technology, Singapore; Human Potential Translational Research Programme, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.
| | - Ingrid M Wilson
- Health and Social Sciences Cluster, Singapore Institute of Technology, Singapore; Latrobe University, Melbourne, Australia
| | - Peter Kay Chai Tay
- Health and Social Sciences Cluster, Singapore Institute of Technology, Singapore
| | - Phoo Pyae Sone Win
- Health and Social Sciences Cluster, Singapore Institute of Technology, Singapore; Health Services and Systems Research, Duke-NUS Medical School, Singapore
| | - Cai Feng Song
- Health and Social Sciences Cluster, Singapore Institute of Technology, Singapore
| | - Shiou-Liang Wee
- Health and Social Sciences Cluster, Singapore Institute of Technology, Singapore; Geriatric Education and Research Institute, Singapore
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Duffner LA, Janssen N, Deckers K, Schroyen S, de Vugt ME, Köhler S, Adam S, Verhey FRJ, Veenstra MY. Facing the Next "Geriatric Giant"-A Systematic Literature Review and Meta-Analysis of Interventions Tackling Loneliness and Social Isolation Among Older Adults. J Am Med Dir Assoc 2024; 25:105110. [PMID: 38945174 DOI: 10.1016/j.jamda.2024.105110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Revised: 05/15/2024] [Accepted: 05/16/2024] [Indexed: 07/02/2024]
Abstract
OBJECTIVES Loneliness and social isolation are associated with adverse health outcomes, especially within the older adult population, underlining the need for effective interventions. This systematic review and meta-analysis aims to summarize all available evidence regarding the effectiveness of interventions for loneliness and social isolation, to map out their working mechanisms, and to give implications for policy and practice. DESIGN Systematic literature review and meta-analysis. SETTING AND PARTICIPANTS Older adults (≥65 years). METHODS A systematic search was conducted in MEDLINE, PsycINFO, and CINAHL for studies quantitively or qualitatively assessing effects of interventions for loneliness and social isolation in older adults, following predefined selection criteria. Risk of bias as well as small study effects were assessed and, wherever appropriate, information about effect sizes of individual studies pooled using random-effects meta-analyses. Sources for between-study heterogeneity were explored using meta-regression. RESULTS Of n = 2223 identified articles, n = 67 were eventually included for narrative synthesis. Significant intervention effects were reported for a proportion of studies (55.9% and 50.0% for loneliness and social isolation, respectively) and 57.6% of studies including a follow-up measure (n = 29) reported sustained intervention effects. Meta-analysis of n = 27 studies, representing n = 1756 participants, suggested a medium overall effect of loneliness interventions (d = -0.47; 95% CI, -0.62 to -0.32). Between-study heterogeneity was substantial and could not be explained by differences in study design, year of publication, outcome measures, intervention length, participant demographics, setting, baseline level of loneliness, or geographic location. However, non-technology-based interventions reported larger effect sizes on average (Δd = -0.35; 95% CI, -0.66 to -0.04; P = .029) and were more often significant. Qualitative assessment of potential intervention mechanisms resulted in 3 clusters of effective components: "promoting social contact," "transferring knowledge and skills," and "addressing social cognition". CONCLUSIONS AND IMPLICATIONS Interventions for loneliness and social isolation can generally be effective, although some unexplained between-study heterogeneity remains. Further research is needed regarding the applicability of interventions across different settings and countries, also considering their cost-effectiveness.
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Affiliation(s)
- Lukas A Duffner
- Alzheimer Centrum Limburg, Mental Health and Neuroscience Research Institute, Department of Psychiatry and Neuropsychology, Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, the Netherlands
| | - Niels Janssen
- Alzheimer Centrum Limburg, Mental Health and Neuroscience Research Institute, Department of Psychiatry and Neuropsychology, Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, the Netherlands.
| | - Kay Deckers
- Alzheimer Centrum Limburg, Mental Health and Neuroscience Research Institute, Department of Psychiatry and Neuropsychology, Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, the Netherlands
| | - Sarah Schroyen
- Psychology of Aging Unit (UPsySen), Faculty of Psychology, University of Liege, Liege, Belgium
| | - Marjolein E de Vugt
- Alzheimer Centrum Limburg, Mental Health and Neuroscience Research Institute, Department of Psychiatry and Neuropsychology, Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, the Netherlands
| | - Sebastian Köhler
- Alzheimer Centrum Limburg, Mental Health and Neuroscience Research Institute, Department of Psychiatry and Neuropsychology, Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, the Netherlands
| | - Stéphane Adam
- Psychology of Aging Unit (UPsySen), Faculty of Psychology, University of Liege, Liege, Belgium
| | - Frans R J Verhey
- Alzheimer Centrum Limburg, Mental Health and Neuroscience Research Institute, Department of Psychiatry and Neuropsychology, Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, the Netherlands
| | - Marja Y Veenstra
- Alzheimer Centrum Limburg, Mental Health and Neuroscience Research Institute, Department of Psychiatry and Neuropsychology, Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, the Netherlands
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Lei X, Matovic D, Leung WY, Viju A, Wuthrich VM. The relationship between social media use and psychosocial outcomes in older adults: A systematic review. Int Psychogeriatr 2024; 36:714-746. [PMID: 38287785 DOI: 10.1017/s1041610223004519] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2023] [Revised: 12/17/2023] [Accepted: 12/18/2023] [Indexed: 01/31/2024]
Abstract
OBJECTIVES Social isolation and loneliness are prevalent in older adults and are detrimental to physical and mental health. Social media use has been shown to be effective in maintaining social connections and improving older adults' psychosocial outcomes. This study aimed to systematically review and synthesize current research on this topic. DESIGN Searches were conducted in November 2021 (and updated in October 2023) in PsycINFO, PubMed, and CINAHL. Inclusion criteria: (1) participants ≥ 65 years (mean, median, or minimum age) and (2) reported impact of social media use on psychosocial outcomes (including loneliness, depression, anxiety, social connectedness, wellbeing, life satisfaction, and quality of life). Quality appraisal tools were utilized, and results were synthesized using narrative synthesis. RESULTS Sixty-four papers met inclusion criteria, including cross-sectional (n = 38), observational longitudinal (n = 6), interventional (n = 9), mixed-methods (n = 4), and qualitative (n = 7) studies. Participant numbers ranged from 6 to 16,925. While associations between social media use and positive psychosocial outcomes were generally reported in cross-sectional studies, the impact of social media use over time from longitudinal studies was mixed and inconclusive. CONCLUSIONS While social media use is associated with positive psychosocial outcomes, casual conclusions cannot be drawn. Few longitudinal and randomized controlled trial studies existed, and these reported mixed findings. Large variations in study methodology including participants, measurement of social media use, and outcome measures contributed to the inconsistencies of findings. Addressing this heterogeneity through standardized approaches and more rigorous research may enhance understanding.
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Affiliation(s)
- Xiaojing Lei
- Macquarie University Lifespan Health & Wellbeing Research Centre, Macquarie University, Sydney, Australia
- School of Psychological Sciences, Macquarie University, Sydney, Australia
| | - Diana Matovic
- Macquarie University Lifespan Health & Wellbeing Research Centre, Macquarie University, Sydney, Australia
- School of Psychological Sciences, Macquarie University, Sydney, Australia
| | - Wing-Yin Leung
- Macquarie University Lifespan Health & Wellbeing Research Centre, Macquarie University, Sydney, Australia
- School of Psychological Sciences, Macquarie University, Sydney, Australia
| | - Abhirami Viju
- Macquarie University Lifespan Health & Wellbeing Research Centre, Macquarie University, Sydney, Australia
- School of Psychological Sciences, Macquarie University, Sydney, Australia
| | - Viviana M Wuthrich
- Macquarie University Lifespan Health & Wellbeing Research Centre, Macquarie University, Sydney, Australia
- School of Psychological Sciences, Macquarie University, Sydney, Australia
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Anwar S, Siregar SM, Alamsyah T, Muliadi T, Marniati M, Khairunnas K. The dhikr and the mental health of the elderly in Aceh, Indonesia. Health SA 2024; 29:2456. [PMID: 38445035 PMCID: PMC10913047 DOI: 10.4102/hsag.v29i0.2456] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2023] [Accepted: 11/21/2023] [Indexed: 03/07/2024] Open
Abstract
Background The ageing population in Indonesia is increasing. However, biological and social changes and declines may trigger mental health problems among the elderly. Existing data show that the prevalence of mental health problems (depression) among the elderly in Indonesia is above 15%. Aim This study aims to investigate the relationship between the Majelis Zikir (dhikr assembly) and the mental health of the elderly. Setting The research was conducted in Aceh Barat District, Aceh Province, Indonesia. Methods This study uses a retrospective cohort design. The study sample consists of individuals aged 60 years or older. The total sample size was 114 (57 exposed and 57 unexposed groups). The research instrument was in the form of a questionnaire. Results The respondents had an average age of 67.61 years, with more females (63.2%), more educated (67.5%), more unemployed (71.1%) and 61.4% felt that their income was sufficient. The analysis showed that the relative risk value of members of the dhikr assembly was 1.857 (95% CI: 1.266-2.724) and showed a significant relationship between the dhikr assembly and mental health. Conclusion Dhikr, as one of the forms of religious activities in Islam, has a positive role in older people's mental health. Elderly members of the dhikr assembly are likelier to achieve better mental health. Contribution The findings in this study can assist healthcare professionals and policymakers in their efforts to maintain and improve the mental health of the elderly through dhikr.
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Affiliation(s)
- Sufyan Anwar
- Faculty of Public Health, Universitas Teuku Umar, Aceh Barat, Indonesia
| | - Siti M.F. Siregar
- Faculty of Public Health, Universitas Teuku Umar, Aceh Barat, Indonesia
| | - Teuku Alamsyah
- Faculty of Public Health, Universitas Teuku Umar, Aceh Barat, Indonesia
| | - Teuku Muliadi
- Faculty of Public Health, Universitas Teuku Umar, Aceh Barat, Indonesia
| | - Marniati Marniati
- Faculty of Public Health, Universitas Teuku Umar, Aceh Barat, Indonesia
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Welch V, Ghogomu ET, Barbeau VI, Dowling S, Doyle R, Beveridge E, Boulton E, Desai P, Huang J, Elmestekawy N, Hussain T, Wadhwani A, Boutin S, Haitas N, Kneale D, Salzwedel DM, Simard R, Hébert P, Mikton C. Digital interventions to reduce social isolation and loneliness in older adults: An evidence and gap map. CAMPBELL SYSTEMATIC REVIEWS 2023; 19:e1369. [PMID: 38024780 PMCID: PMC10681039 DOI: 10.1002/cl2.1369] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/01/2023]
Abstract
Background Social isolation and loneliness are more common in older adults and are associated with a serious impact on their well-being, mental health, physical health, and longevity. They are a public health concern highlighted by the COVID-19 pandemic restrictions, hence the need for digital technology tools to enable remotely delivered interventions to alleviate the impact of social isolation and loneliness during the COVID-19 restrictions. Objectives To map available evidence on the effects of digital interventions to mitigate social isolation and/or loneliness in older adults in all settings except hospital settings. Search Methods We searched the following databases from inception to May 16, 2021, with no language restrictions. Ovid MEDLINE, Embase, APA PsycInfo via Ovid, CINAHL via EBSCO, Web of Science via Clarivate, ProQuest (all databases), International Bibliography of the Social Sciences (IBSS) via ProQuest, EBSCO (all databases except CINAHL), Global Index Medicus, and Epistemonikos. Selection Criteria Titles and abstracts and full text of potentially eligible articles were independently screened in duplicate following the eligibility criteria. Data Collection and Analysis We developed and pilot tested a data extraction code set in Eppi-Reviewer and data were individually extracted and coded based on an intervention-outcome framework which was also used to define the dimensions of the evidence and gap map. Main Results We included 200 articles (103 primary studies and 97 systematic reviews) that assessed the effects of digital interventions to reduce social isolation and/or loneliness in older adults. Most of the systematic reviews (72%) were classified as critically low quality, only 2% as high quality and 25% were published since the COVID-19 pandemic. The evidence is unevenly distributed with clusters predominantly in high-income countries and none in low-income countries. The most common interventions identified are digital interventions to enhance social interactions with family and friends and the community via videoconferencing and telephone calls. Digital interventions to enhance social support, particularly socially assistive robots, and virtual pets were also common. Most interventions focused on reducing loneliness and depression and improving quality of life of older adults. Major gaps were identified in community level outcomes and process indicators. No included studies or reviews assessed affordability or digital divide although the value of accessibility and barriers caused by digital divide were discussed in three primary studies and three reviews. Adverse effects were reported in only two studies and six reviews. No study or review included participants from the LGBTQIA2S+ community and only one study restricted participants to 80 years and older. Very few described how at-risk populations were recruited or conducted any equity analysis to assess differences in effects for populations experiencing inequities across PROGRESS-Plus categories. Authors' Conclusions The restrictions placed on people during the pandemic have shone a spotlight onto social isolation and loneliness, particularly for older adults. This evidence and gap map shows available evidence on the effectiveness of digital interventions for reducing social isolation or loneliness in older adults. Although the evidence is relatively large and recent, it is unevenly distributed and there is need for more high-quality research. This map can guide researchers and funders to consider areas of major gaps as priorities for further research.
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Affiliation(s)
- Vivian Welch
- Methods Centre, Bruyère Research InstituteOttawaOntarioCanada
| | | | | | - Sierra Dowling
- Methods Centre, Bruyère Research InstituteOttawaOntarioCanada
| | | | - Ella Beveridge
- Methods Centre, Bruyère Research InstituteOttawaOntarioCanada
| | - Elisabeth Boulton
- School of Health Sciences, Division of Nursing, Midwifery and Social WorkUniversity of ManchesterManchesterUK
| | - Payaam Desai
- Methods Centre, Bruyère Research InstituteOttawaOntarioCanada
| | - Jimmy Huang
- Methods Centre, Bruyère Research InstituteOttawaOntarioCanada
| | | | | | - Arpana Wadhwani
- Methods Centre, Bruyère Research InstituteOttawaOntarioCanada
| | | | | | - Dylan Kneale
- Social Science Research Unit, EPPI‐Centre, UCL Institute of EducationUniversity College LondonLondonUK
| | - Douglas M. Salzwedel
- Department of Anesthesiology, Pharmacology and TherapeuticsUniversity of British ColumbiaVancouverBritish ColumbiaCanada
| | | | - Paul Hébert
- Bruyère Research InstituteUniversity of OttawaOttawaOntarioCanada
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Zhang C, Liang X. Association between WeChat use and mental health among middle-aged and older adults: a secondary data analysis of the 2020 China Family Panel Studies database. BMJ Open 2023; 13:e073553. [PMID: 37844989 PMCID: PMC10582882 DOI: 10.1136/bmjopen-2023-073553] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2023] [Accepted: 09/26/2023] [Indexed: 10/18/2023] Open
Abstract
OBJECTIVE This study focused on the association between WeChat use, the most popular social software in China, and the mental health of middle-aged and older adults. DESIGN Nationwide cross-sectional study. SETTING The China Family Panel Studies (CFPS) database. PARTICIPANTS The study sample included 11 127 middle-aged and elderly people aged 45 and above identified from the 2020 CFPS database. RESULTS WeChat usage was negatively associated with depression (OR: 0.782, p<0.01), as was the WeChat Moments sharing (OR: 0.846, p<0.01). 10.310% of the relationship between WeChat usage and depression came from the effects of interpersonal relationships (5.720%) and social trust (4.590%), with significant indirect effects (B=-0.028, p<0.01). Sixteen per cent of the relationship between WeChat Moments sharing and depression came from the effect of interpersonal relationships (6.800%) and social trust (9.200%), and the indirect effect was also significant (B=-0.032, p<0.01). CONCLUSIONS WeChat use may empower middle-aged and elderly to maintain close social relationships and trust contributing to their mental health.
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Affiliation(s)
- Chong Zhang
- Institute of Network Social Governance, School of Marxism, University of Electronic Science and Technology of China, Chengdu, China
| | - Xiaolin Liang
- School of Law and Sociology, Xihua University, Chengdu, China
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Accounting for diversity in older adults’ digital inclusion and literacy: the impact of a national intervention. AGEING & SOCIETY 2021. [DOI: 10.1017/s0144686x21001550] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Abstract
In many parts of the world, older adults continue to face significant barriers to digital inclusion, but the source of that inequality is not well understood. However, we do not know enough about differences among older people seeking to improve their digital skills. Examining the impact of a national three-year digital inclusion programme reaching more than 580,000 older adults in Australia, this study explores factors that affect digital skills and literacy later in life. A mixed-methods approach involving a two time-point survey (N = 337) along with participant interviews (N = 30) examined the effectiveness of programme elements. A latent class analysis was applied to examine differences in the way older adults engage with digital technologies. Qualitative analysis helped to detail those differences. Programme outcomes were far from uniform, reflecting diverse motivations, lifecourse experiences, needs and capabilities among older adults, countering much existing research that tends to elide those differences. With reference to the concept of situated literacies, we highlight the importance of life experiences, needs and motivations to the outcomes of digital inclusion interventions. Our findings emphasise the need to disaggregate older adult internet users, and account for differences in life experiences, needs and motivations in the design and delivery of digital inclusion interventions at scale.
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Hlongwane N, Madiba S. Navigating Life with HIV as an Older Adult in South African Communities: A Phenomenological Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:E5797. [PMID: 32796518 PMCID: PMC7460377 DOI: 10.3390/ijerph17165797] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/16/2020] [Revised: 07/15/2020] [Accepted: 07/16/2020] [Indexed: 11/24/2022]
Abstract
The study explored how older adults experience an HIV diagnosis, deal with issues of stigma and disclosure, and navigate the healthcare system. Descriptive phenomenology was used to collect data from 20 older adults receiving antiretroviral treatment in health facilities in Gauteng Province, South Africa. Data analysis was inductive and followed the thematic approach. After diagnosis with HIV, the older adults experienced shock and disbelief, internalized their new reality of being HIV-positive, and found it difficult to disclose their HIV status. Stigma was embedded in their patterns of disclosure, and they chose not to disclose in order to manage stigma, protect their status, and maintain their privacy. Moreover, nondisclosure allowed them to achieve some normality in their lives without the fear of rejection. The older adults adopted various survival skills that aided them to accept their HIV status. Self-acceptance was important for the older adults who did not want to feel cheated out of life by the HIV diagnosis. The positive supportive attitudes of the healthcare professionals provided the much-needed support network for the older adults immediately after they had received their HIV test results. This was instrumental in their acceptance of their HIV status, their adherence to clinic visits, and their ability to live a healthy, positive life.
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Affiliation(s)
| | - Sphiwe Madiba
- Department of Public Health, Sefako Makgatho Health Sciences University, P.O. Box 215 Medunsa 0403, Pretoria 0001, South Africa;
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