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Chai Y, Xian G, Wang M, Guo L, Luo S. Aging wisely: The impact of Internet use on older adults' mental health. J Affect Disord 2024; 364:139-145. [PMID: 39147146 DOI: 10.1016/j.jad.2024.08.076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/05/2024] [Revised: 05/19/2024] [Accepted: 08/12/2024] [Indexed: 08/17/2024]
Abstract
This study aims to explore the impact of Internet use on the mental health of older adults and its pathway mechanisms and to provide a theoretical basis and practical guidance for improving the mental health of older adults and better realizing active aging. Using cross-sectional data from the 2020 China Health and Retirement Longitudinal Survey, 6722 older adults over 60 were finally included. We conducted descriptive and correlation analyses of the data; we analyzed the correlation of Internet use on the depression level and cognitive ability of older adults using seemingly unrelated regression; we further explored the mediating role of socialization frequency in the relationship between Internet use and the depression level and cognitive ability of older adults and its differences through mediation analysis. The results showed that the mean age of older adults in this study was (68.52 ± 5.97), the mean Internet use score was (1.12 ± 1.63), the mean depression score was (8.44 ± 6.31), and the mean cognitive score was (12.17 ± 3.27). Internet use had a positive impact on the mental health of older adults, including lowering depression (β = -0.275, P < 0.05) and improving cognition (β = 0.300, P < 0.05). Socialization frequency mediated the relationship between Internet use and depression/cognitive ability (95 % CI = -0.034 to -0.008, 95 % CI = 0.007-0.022). Therefore, it is essential to encourage older adults to use the Internet, actively integrate into the digital society, promote wise aging, share the fruits of technological development, and utilize the Internet to maintain the mental health of older adults.
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Affiliation(s)
- Yulin Chai
- School of Management, Shandong Second Medical University, Weifang 261053, China
| | - Guowei Xian
- School of Management, Shandong Second Medical University, Weifang 261053, China
| | - Mengxue Wang
- School of Management, Shandong Second Medical University, Weifang 261053, China
| | - Lin Guo
- School of Management, Shandong Second Medical University, Weifang 261053, China
| | - Sheng Luo
- School of Management, Shandong Second Medical University, Weifang 261053, China.
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Shiraly R, Yaghooti F, Griffiths MD. The mediating and moderating effects of psychological distress on the relationship between social media use with perceived social isolation and sleep quality of late middle-aged and older adults. BMC Geriatr 2024; 24:655. [PMID: 39097680 PMCID: PMC11298082 DOI: 10.1186/s12877-024-05252-2] [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: 03/30/2024] [Accepted: 07/25/2024] [Indexed: 08/05/2024] Open
Abstract
OBJECTIVES Older adults are more likely to have poor sleep quality and be socially isolated. The present study examined the potential benefits and disadvantages of social media use (SMU) with respect to sleep quality and perceived social isolation among Iranian late-middle-aged and older adults with focus a on both the mediating and moderating role of psychological distress. METHODS A population-based cross-sectional study was conducted among 900 older community-dwellers living in Shiraz using a structured questionnaire. Social media use was assessed by estimating the frequency of social networking site visits per week. Data concerning self-rated physical health, chronic medical and mental health conditions, perceived social isolation, sleep quality, and psychological distress were also collected. Multiple linear regression was used to identify independent variables associated with outcomes. Then, mediation and moderation models were used to examine the potential mediating and moderating effects of psychological distress and SMU on their relationships with the study variables. RESULTS Higher social media use was associated with better sleep quality and less perceived social isolation. Nevertheless, the relationships between SMU and participants' sleep quality and perceived social isolation were largely mediated by their level of psychological distress. Furthermore, SMU had a significant moderating effect in the relationship between the psychological distress and the levels of perceived social isolation, so that participants with higher frequency of SMU per week felt less loneliness. CONCLUSIONS The study findings suggest that SMU has a positive buffering effect regarding late middle-aged and older adults' mental health mainly through moderation of their perceived social isolation. The mediating role of psychological distress in research examining the relationship between SMU and older adults' mental health outcomes should be considered in future research.
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Affiliation(s)
- Ramin Shiraly
- Department of Community Medicine, School of Medicine, Health Behavior Science Research Unit, Shiraz University of Medical Sciences, P.O. Box: 7134845794, Shiraz, Iran.
| | - Farnaz Yaghooti
- Student Research Committee, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Mark D Griffiths
- Distinguished Professor of Behavioural Addiction. International Gaming Research Unit, Psychology Department, Nottingham Trent University, 50 Shakespeare Street, Nottingham, NG1 4FQ, UK
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Roquet A, Martinelli P, Lampraki C, Jopp DS. Internet Use as a Moderator of the Relationship Between Personal Resources and Stress in Older Adults: Cross-Sectional Study. JMIR Aging 2024; 7:e52555. [PMID: 39028547 PMCID: PMC11297370 DOI: 10.2196/52555] [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: 09/07/2023] [Revised: 05/01/2024] [Accepted: 05/16/2024] [Indexed: 07/20/2024] Open
Abstract
BACKGROUND Internet use has dramatically increased worldwide, with over two-thirds of the world's population using it, including the older adult population. Technical resources such as internet use have been shown to influence psychological processes such as stress positively. Following the Conservation of Resources theory by Hobfoll, stress experience largely depends on individuals' personal resources and the changes in these resources. While personal resource loss has been shown to lead to stress, we know little regarding the role that technical resources may play on the relationship between personal resources and stress. OBJECTIVE This study aims to investigate the moderating effect of technical resources (internet use) on the relationship between personal resources and stress in younger and older adults. METHODS A total of 275 younger adults (aged 18 to 30 years) and 224 older adults (aged ≥65 years) indicated their levels of stress; change in personal resources (ie, cognitive, social, and self-efficacy resource loss and gain); and internet use. Variance analyses, multiple regression, and moderation analyses were performed to investigate the correlates of stress. RESULTS Results showed that older adults, despite experiencing higher levels of resource loss (questionnaire scores: 1.82 vs 1.54; P<.001) and less resource gain (questionnaire scores: 1.82 vs 2.31; P<.001), were less stressed than younger adults (questionnaire scores: 1.99 vs 2.47; P<.001). We observed that the relationship among resource loss, resource gain, and stress in older adults was moderated by their level of internet use (β=.09; P=.05). Specifically, older adults who used the internet more frequently were less stressed when they experienced high levels of both loss and gain compared to their counterparts who used internet the less in the same conditions. Furthermore, older adults with low resource gain and high resource loss expressed less stress when they used the internet more often compared to those with low internet use. CONCLUSIONS These findings highlight the importance of internet use in mitigating stress among older adults experiencing resource loss and gain, emphasizing the potential of digital interventions to promote mental health in this population.
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Affiliation(s)
- Angélique Roquet
- Institute of Psychology, University of Lausanne, Lausanne, Switzerland
| | - Paolo Martinelli
- Institute of Psychology, University of Lausanne, Lausanne, Switzerland
| | | | - Daniela S Jopp
- Institute of Psychology, University of Lausanne, Lausanne, Switzerland
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Zhou Y, Abuduxukuer K, Wang C, Wei J, Shi W, Li Y, Huang G, Zhou Y, Zhang Y, Luo J. WeChat usage and preservation of cognitive functions in middle-aged and older Chinese adults: indications from a nationally representative survey, 2018-2020. BMC Public Health 2024; 24:1783. [PMID: 38965535 PMCID: PMC11223290 DOI: 10.1186/s12889-024-19210-5] [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: 01/24/2024] [Accepted: 06/20/2024] [Indexed: 07/06/2024] Open
Abstract
PURPOSE To investigate the associations between the most popular social media platform WeChat usage and cognitive performance among the middle-aged and older Chinese population using data from a nationally representative survey. METHODS In total, 17,472 participants (≥ 45 years old) from the China Health and Retirement Longitudinal Study (CHARLS, Wave 4, 2018) were analyzed. Cognitive performance including episodic memory and executive function was assessed using Mini-Mental Status Examination (MMSE). Other confounding variables included socio-economic characteristics, medical status, and lifestyle-related information. Multiple linear regression models were used to test the association between cognitive performance and WeChat usage by introducing covariates hierarchically. Subgroup analyses of age and gender were conducted to estimate the robustness of the primary findings. RESULTS After adjusting for multiple confounders across all linear models, WeChat usage is significantly associated with executive function, episodic memory, and global cognitive performance (all p values<0.05). Such results remained robust in subgroup analyses, stratified by age and gender, and also verified according to longitudinal analyses. Compared to 'Chat-only' users who only used WeChat for online interpersonal communication, further usage of WeChat functions such as using 'Moments' appeared to be significantly associated with better cognitive performance, especially for episodic memory. CONCLUSION Social media usage is significantly and positively associated with better cognitive performance among the middle-aged and older Chinese population. Along with point-to-point messaging, using 'Moments' and extended social media platform functions may correlate to better cognitive performance.
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Affiliation(s)
- Yan Zhou
- Department of Neurology, Putuo People's Hospital, School of Medicine, Tongji University, Shanghai 200060, China
| | - KaiweiSa Abuduxukuer
- NHC Key Laboratory of Health Technology Assessment, Fudan University, Shanghai, China
- Key Laboratory of Public Health Safety of Ministry of Education, Fudan University, Shanghai, China
- Department of Biostatistics, School of Public Health, Fudan University, Shanghai, China
| | - Chuchu Wang
- NHC Key Laboratory of Health Technology Assessment, Fudan University, Shanghai, China
- Key Laboratory of Public Health Safety of Ministry of Education, Fudan University, Shanghai, China
- Department of Biostatistics, School of Public Health, Fudan University, Shanghai, China
| | - Jin Wei
- Department of Ophthalmology, Shanghai Municipal Hospital of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Wenming Shi
- Shanghai First Maternity and Infant Hospital, Tongji University School of Medicine, Shanghai, China
| | - Yongzhen Li
- Department of Nutrition and Food Hygiene, School of Public Health, Peking University, Beijing, 100191, China
| | - Guang Huang
- School of Public Health, Bengbu Medical University, Anhui, China
| | - Yifan Zhou
- Department of Ophthalmology, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, China.
| | - Yunfeng Zhang
- Department of Pulmonary and Critical Care Medicine, Shanghai Putuo District Liqun Hospital, Shanghai, China.
- Department of Pulmonary and Critical Care Medicine, Tongji Hospital, School of Medicine, Tongji University, No. 389 Xincun Road, Shanghai 200065, China.
| | - Jianfeng Luo
- NHC Key Laboratory of Health Technology Assessment, Fudan University, Shanghai, China.
- Key Laboratory of Public Health Safety of Ministry of Education, Fudan University, Shanghai, China.
- Department of Biostatistics, School of Public Health, Fudan University, Shanghai, China.
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Wang K, Chen XS, Kang SY, Smith BD, Gu D. Older adults' online activities and cognition: Investigating the psychological mechanisms and age and gender differences. Soc Sci Med 2024; 352:116988. [PMID: 38820692 DOI: 10.1016/j.socscimed.2024.116988] [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: 07/17/2023] [Revised: 03/13/2024] [Accepted: 05/15/2024] [Indexed: 06/02/2024]
Abstract
OBJECTIVES This study aimed to investigate psychological mechanisms underlying the association between older adults' Internet use and cognition and examine potential age and gender group differences. METHODS 2064 older participants were extracted from the Waves 2012, 2013, and 2016 Health and Retirement Study. Internet use was measured by two sets of variables: Internet access and different types of online activities (i.e., informational use, social use, online shopping, and online banking). Path analyses were applied to test the proposed mechanisms via three mediators (i.e., loneliness, depressive symptoms, and perceived control). Multi-group analyses were conducted to examine the potential group differences. RESULTS Internet use was positively associated with cognition. Despite the large direct effect, small but significant indirect effects via depressive symptoms and perceived control were identified across all online activities. Multi-group analyses revealed age-group differences in the mechanisms: depressive symptoms mediated the effects of all online activities on cognition among young-old adults, while perceived control mediated all the effects among old-old adults. Gender group differences were also identified: depressive symptoms mediated the effects of all online activities on cognition among older women and most online activities among older men, whereas perceived control mediated the associations between informational and instrumental (i.e., online shopping and banking) use and cognition among older men. DISCUSSION This study highlights the mediating effect of depressive symptoms and perceived control and age and gender differences regarding the Internet use-cognition association. Internet-based cognitive interventions should consider these psychological mediators and age and gender differences for the best results.
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Affiliation(s)
- Kun Wang
- Department of Social Work, College of Community and Public Affairs, The State University of New York at Binghamton, Binghamton, NY, 13902, USA.
| | - Xiayu Summer Chen
- School of Social Work, University of Illinois at Urbana-Champaign, IL, 61820, USA.
| | - Suk-Young Kang
- Department of Social Work, College of Community and Public Affairs, The State University of New York at Binghamton, Binghamton, NY, 13902, USA.
| | - Brenda D Smith
- School of Social Work, University of Alabama, Tuscaloosa, AL, 35401, USA.
| | - Danan Gu
- Independent Researcher, Suzhou, Jiangsu, China.
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Lin XY, Lachman ME. Social Media Use and Daily Well-Being: The Role of Quantity and Quality of Social Support. Res Aging 2024; 46:287-301. [PMID: 38217507 PMCID: PMC11039377 DOI: 10.1177/01640275241227575] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2024]
Abstract
There have been mixed findings on whether social media use is positively or negatively related to well-being. Using the Midlife in the United States Refresher study (N = 782, age 25-75), multilevel structural equation modeling examined social support quantity (time giving and receiving) and quality of as mediators at both the within- (intraindividual) and between-person (interindividual) levels. Giving support significantly mediated at within- and between-person levels: more social media use was associated with more time giving support and worse well-being. Receiving support significantly mediated at the between-person level: more social media use was associated with more time receiving support and worse well-being. When examining social support quality as a mediator, findings showed that more social media use to contact family/friends was related to better social support quality and better well-being. Results added to our understanding of the relationship between social media use and well-being by considering the role of social support quantity/quality.
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Affiliation(s)
- Xin Yao Lin
- Department of Psychology, Brandeis University
- Department of Geriatrics and Palliative Medicine, Weill Cornell Medicine
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Hartanto A, Chua YJ, Quek FYX, Wong J, Ooi WM, Majeed NM. Problematic smartphone usage, objective smartphone engagement, and executive functions: A latent variable analysis. Atten Percept Psychophys 2023; 85:2610-2625. [PMID: 37188861 DOI: 10.3758/s13414-023-02707-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/30/2023] [Indexed: 05/17/2023]
Abstract
The negative consequences of smartphone usage have seen frequent discourse in popular media. While existing studies seek to resolve these debates in relation to executive functions, findings are still limited and mixed. This is partly due to the lack of conceptual clarity about smartphone usage, the use of self-reported measures, and problems related to task impurity. Addressing these limitations, the current study utilizes a latent variable approach to examine various types of smartphone usage, including objectively measured data-logged screen time and screen-checking, and nine executive function tasks in 260 young adults through a multi-session study. Our structural equation models showed no evidence that self-reported normative smartphone usage, objective screen time, and objective screen-checking are associated with deficits in latent factors of inhibitory control, task-switching, and working memory capacity. Only self-reported problematic smartphone usage was associated with deficits in latent factor task-switching. These findings shed light on the boundary conditions of the link between smartphone usage and executive functions and suggest that smartphone usage in moderation may not have inherent harms on cognitive functions.
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Affiliation(s)
| | - Yi Jing Chua
- Singapore Management University, Singapore, Singapore
| | | | - Joax Wong
- Singapore Management University, Singapore, Singapore
| | - Wei Ming Ooi
- Singapore Management University, Singapore, Singapore
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Lin XY, Lachman ME. Diversity of network communication mode and interpersonal interactions: Relationship with social support and well-being. JOURNAL OF SOCIAL AND PERSONAL RELATIONSHIPS 2023; 40:3367-3391. [PMID: 38332849 PMCID: PMC10852044 DOI: 10.1177/02654075231173928] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/10/2024]
Abstract
Social interactions today expand beyond in-person interactions. Therefore, it is important to recognize that social interactions can occur with social network members across multiple communication modes (in-person, phone, and online). The current study explored the role that social support plays in the relationship between mode frequency (in-person, phone, and online), network communication mode diversity (breadth and evenness of communicating with network members via different communication modes), and well-being (positive affect, stress, and loneliness) from the 3-year UCNET (UC Berkley Social Networks Study, N = 1159) dataset. The study contained samples for two age groups (cohorts) - 21-31 year-olds and 50-70 year-olds, which also allowed for an exploration of age differences in these relationships. Longitudinal random-intercept cross-lagged panel models (RI-CLPM) showed a high degree of stability over the 3 years for all variables. Cross-sectional structural equation mediation models showed that social support mediated the relationships of mode frequency (in-person, phone, and online) and network communication mode diversity with well-being (more positive affect and less loneliness and stress). Age differences were found in the relationship between frequency of communication modes and social support, in that the frequency of communication mode was positively related to social support for younger adults, but not for middle-aged/older adults. Current findings provided future research directions geared toward further understanding of the mode frequency and network communication mode diversity constructs and how they relate to various psychosocial outcomes.
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Affiliation(s)
- Xin Yao Lin
- Brandeis University, USA
- Weill Cornell Medicine, USA
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Ng WQ, Ng GR, Yang H. Sense of Control Mediates the Relation between Discrimination and Executive Functions in Middle-Aged and Older Adults: A Structural Equation Modeling Approach. Exp Aging Res 2023; 49:501-515. [PMID: 36214758 DOI: 10.1080/0361073x.2022.2132073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2021] [Accepted: 09/27/2022] [Indexed: 11/04/2022]
Abstract
BACKGROUND Despite previous findings of a negative association between everyday discrimination and executive functions (EF) - a set of domain-general cognitive control processes - in middle-aged and older adults, less is known about the underlying mechanism. Thus, we focused on sense on control and its two facets - perceived constraints and personal mastery - as potential psychosocial mediators of this relation. METHODS By analyzing a nationally representative adult cohort from the Midlife Development in the United States (MIDUS) 2 study, we examined two mediational models: a single mediation model with sense of control and a parallel mediation model with perceived constraints and personal mastery as mediators. RESULTS Structural equation modeling analyses showed that sense of control, as well as personal mastery and perceived constraints, mediated the relationship between discrimination and EF in middle-aged and older adults. This held true when we controlled for age, race, gender, education, and health status. CONCLUSION Our findings underscore the unique and distinctive roles of sense of control and its two facets in the relation between everyday discrimination and EF in middle-aged and older adults.
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Affiliation(s)
- Wee Qin Ng
- School of Social Sciences, Singapore Management University, Singapore, Singapore
| | - Gilaine Rui Ng
- School of Social Sciences, Singapore Management University, Singapore, Singapore
| | - Hwajin Yang
- School of Social Sciences, Singapore Management University, Singapore, Singapore
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Wong YP, Yang H. The influence of subjective socioeconomic status on executive functions in middle-aged and older adults. NEUROPSYCHOLOGY, DEVELOPMENT, AND COGNITION. SECTION B, AGING, NEUROPSYCHOLOGY AND COGNITION 2023; 30:505-522. [PMID: 35354363 DOI: 10.1080/13825585.2022.2055738] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Abstract
Subjective socioeconomic status (SES) has been shown to influence both psychological and biological outcomes. However, less is known about whether its influence extends to cognitive outcomes. We examined the relation between subjective SES and executive functions (EF)-a set of cognitive control processes-and its underlying mechanisms. By analyzing a nationally representative cohort of middle-aged and older adults (age 40-80) from the MIDUS 2 National Survey and Cognitive Project, we tested a serial mediation model with sense of control and health as sequential mediators. Using structural equation modeling, we found that subjective SES is indirectly related to EF via sense of control and health, above and beyond objective SES and other key covariates. Our study highlights one of the possible biopsychosocial mechanisms that underlies the relation between status-related subjective perceptions of inequalities and executive functioning skills in middle and late adulthood.
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Affiliation(s)
- Yu Ping Wong
- School of Social Sciences, Singapore Management University Singapore Singapore
| | - Hwajin Yang
- School of Social Sciences, Singapore Management University Singapore Singapore
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Mogic L, Rutter EC, Tyas SL, Maxwell CJ, O'Connell ME, Oremus M. Functional social support and cognitive function in middle- and older-aged adults: a systematic review of cross-sectional and cohort studies. Syst Rev 2023; 12:86. [PMID: 37211612 DOI: 10.1186/s13643-023-02251-z] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Accepted: 05/07/2023] [Indexed: 05/23/2023] Open
Abstract
BACKGROUND Intact cognitive function is crucial for healthy aging. Functional social support is thought to protect against cognitive decline. We conducted a systematic review to investigate the association between functional social support and cognitive function in middle- and older-aged adults. METHODS Articles were obtained from PubMed, PsycINFO, Sociological Abstracts, CINAHL, and Scopus. Eligible articles considered any form of functional social support and cognitive outcome. We narratively synthesized extracted data by following the Synthesis Without Meta-Analysis (SWiM) guidelines and assessed risk of bias using the Newcastle-Ottawa Scale (NOS). RESULTS Eighty-five articles with mostly low risk-of-bias were included in the review. In general, functional social support-particularly overall and emotional support-was associated with higher cognitive function in middle- and older-aged adults. However, these associations were not all statistically significant. Substantial heterogeneity existed in the types of exposures and outcomes evaluated in the articles, as well as in the specific tools used to measure exposures and outcomes. CONCLUSIONS Our review highlights the role of functional social support in the preservation of healthy cognition in aging populations. This finding underscores the importance of maintaining substantive social connections in middle and later life. SYSTEMATIC REVIEW REGISTRATION Rutter EC, Tyas SL, Maxwell CJ, Law J, O'Connell ME, Konnert CA, Oremus M. Association between functional social support and cognitive function in middle-aged and older adults: a protocol for a systematic review. BMJ Open;10(4):e037301. https://doi.org/10.1136/bmjopen-2020-037301.
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Affiliation(s)
- Lana Mogic
- School of Public Health Sciences, Faculty of Health, University of Waterloo, 200 University Ave. W, Waterloo, ON, N2L 3G1, Canada
| | - Emily C Rutter
- School of Public Health Sciences, Faculty of Health, University of Waterloo, 200 University Ave. W, Waterloo, ON, N2L 3G1, Canada
| | - Suzanne L Tyas
- School of Public Health Sciences, Faculty of Health, University of Waterloo, 200 University Ave. W, Waterloo, ON, N2L 3G1, Canada
| | - Colleen J Maxwell
- School of Public Health Sciences, Faculty of Health, University of Waterloo, 200 University Ave. W, Waterloo, ON, N2L 3G1, Canada
| | - Megan E O'Connell
- Department of Psychology, University of Saskatchewan, 9 Campus Drive, 154 Arts, Saskatoon, SK, S7N 5A5, Canada
| | - Mark Oremus
- School of Public Health Sciences, Faculty of Health, University of Waterloo, 200 University Ave. W, Waterloo, ON, N2L 3G1, Canada.
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Yang H, Tng GYQ, Khoo SS, Te A. Smartphone-use profiles and cognitive and socioemotional outcomes in middle-aged and older adults: a latent profile analysis. CURRENT PSYCHOLOGY 2023. [DOI: 10.1007/s12144-023-04537-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/30/2023]
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Cotten SR, Ghaiumy Anaraky R, Schuster AM. Social Media Use May Not Be As Bad As Some Suggest: Implication for Older Adults. Innov Aging 2023; 7:igad022. [PMID: 37179658 PMCID: PMC10168587 DOI: 10.1093/geroni/igad022] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Indexed: 03/09/2023] Open
Abstract
Background and Objectives Social media use (SMU) has increased over the past decade among older adults. Cross-sectional studies report SMU is related to negative mental health outcomes (i.e., depression). Given depression is the most common mental health issue for older adults and increases the risk of morbidity and mortality, determining longitudinally whether SMU is related to increased depression is critical. This study examined the longitudinal relationship between SMU and depression. Research Design and Methods Data from 6 waves (2015-20) of the National Health and Aging Trends Study (NHATS) were analyzed. Participants included a nationally representative sample of U.S. older adults, aged 65 years and older (N = 7,057). We used a Random Intercept Cross-Lagged Panel Modeling (RI-CLPM) framework to examine the relationship between primary outcomes of SMU and depression symptoms. Results No pattern was found of SMU predicting depression symptoms, or depression symptoms predicting SMU. The major driver of SMU in each wave was SMU in the previous wave. On average, our model accounted for 3.03% of the variance in SMU. The major predictor of depression in each wave was the pre-existing depression. Our model accounted for an average of 22.81% of the variance in depressive symptoms. Discussion and Implications The results suggest that SMU and depressive symptoms are driven by the previous patterns of SMU and depression, respectively. We did not find any patterns of SMU and depression influencing each other. NHATS measures SMU with a binary instrument. Future longitudinal research should employ measures that account for SMU duration, type, and purpose. These findings suggest that SMU may not be related to negative health outcomes, in this case, depression, for older adults.
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Affiliation(s)
- Shelia R Cotten
- Department of Sociology, Anthropology, and Criminal Justice, Clemson University, Clemson, South Carolina, USA
- Department of Communication, Clemson University, Clemson, South Carolina, USA
| | - Reza Ghaiumy Anaraky
- Department of Technology Management and Innovation, Tandon School of Engineering, New York University, New York City, New York, USA
| | - Amy M Schuster
- Department of Sociology, Anthropology, and Criminal Justice, Clemson University, Clemson, South Carolina, USA
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Vasudeva S. Age in the Acceptance of Mobile Social Media. INTERNATIONAL JOURNAL OF E-ADOPTION 2023. [DOI: 10.4018/ijea.316173] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
This paper focuses on determining the age-based differences among consumers in terms of the acceptance of mobile social media. In doing so, the younger age group is represented by Generation Y and the elderly by Baby Boomers. Further, the famous UTAUT2 model is applied, and relationships mentioned in it are evaluated for the two age groups. For this purpose, a sample of 249 respondents was obtained from the online survey conducted in the state of Punjab in India. The statistical technique of multi-group path analysis using structural equation modelling (SEM) is applied to the generated data. The findings of the study reveal that the young age and elderly groups differ significantly in terms of the impact of effort expectancy, facilitating conditions, hedonic motivation on behavioral intention, and facilitating conditions on use behavior. It may provide important implications for future research related to internet marketing and mobile social media.
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Lewin KM, Meshi D, Schuster AM, Cotten SR. Active and passive social media use are differentially related to depressive symptoms in older adults. Aging Ment Health 2023; 27:176-183. [PMID: 35470731 DOI: 10.1080/13607863.2022.2068133] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
OBJECTIVES Previous research on social media use (SMU) and mental health has focused on younger individuals. For example, in young adults active SMU (e.g. posting content) has been related to decreased depressive symptoms, whereas passive SMU (e.g. browsing content) has been related to increased depressive symptoms. These relationships have not yet been investigated in older adults, however, even though SMU and poor mental health are common. METHODS We collected data from adults aged 65 years and older, and categorized SMU into active and passive dimensions with a principal component analysis. Next, we conducted t-tests and logistic regressions to assess whether older adults' SMU was associated with depressive symptoms. RESULTS Our analysis revealed that active SMU was associated with increased odds for depressive symptoms, whereas passive SMU was associated with decreased odds for depressive symptoms. CONCLUSION Our results suggest that the relationships between active and passive SMU and depressive symptoms in older adults are different from previous literature focusing on younger individuals. We theorize that these findings may be due to older adults' engaging in fewer social comparisons overall, and hence experiencing fewer negative feelings while passively viewing others' social media posts.
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Affiliation(s)
- Kaitlin M Lewin
- Department of Advertising and Public Relations, Michigan State University, East Lansing, MI, USA
| | - Dar Meshi
- Department of Advertising and Public Relations, Michigan State University, East Lansing, MI, USA
| | - Amy M Schuster
- Department of Sociology, Anthropology, and Criminal Justice, Clemson University, Clemson, SC, USA
| | - Shelia R Cotten
- Department of Sociology, Anthropology, and Criminal Justice, Clemson University, Clemson, SC, USA.,Department of Communication, Clemson University, Clemson, SC, USA
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16
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Byrne KA, Ghaiumy Anaraky R. Identifying Racial and Rural Disparities of Cognitive Functioning Among Older Adults: The Role of Social Isolation and Social Technology Use. J Gerontol B Psychol Sci Soc Sci 2022; 77:1779-1790. [PMID: 35312775 PMCID: PMC9535781 DOI: 10.1093/geronb/gbac055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVES Social isolation is associated with poorer cognitive outcomes among older adults. The use of online social technology platforms may provide a means to reduce social isolation. However, research examining whether social technology can mitigate the negative effects of social isolation on cognitive functioning is limited. This study investigates the interaction between social isolation and social technology use on cognitive functioning among older adults and seeks to identify racial and rural-urban differences in this relationship. METHOD Data were obtained from the Health and Retirement Study 2014-2018 waves (N = 5,358). Participants (aged 50-102) completed self-report measures of social isolation, loneliness, and frequency of online social communication and completed the modified Telephone Interview for Cognitive Status, which assesses cognitive functioning. Examinations of race focused on differences between Black/African American and White/Caucasian groups; rurality was operationalized using Beale Rural-Urban Continuum Codes. Data were analyzed using structural equation models. RESULTS Social technology use moderated the negative relationship between social isolation and cognitive functioning, controlling for age, education, gender, wealth, and general computer usage. Greater social technology use was associated with better cognitive functioning among socially isolated older adults. Results showed evidence of racial, but not rural-urban, differences in the relationship between social technology use and cognitive functioning. Regardless of the degree of social isolation, frequent social technology use was associated with improved cognitive functioning in Black/African American older adults but not White/Caucasians older adults. DISCUSSION Social technology may represent a way to mitigate cognitive decline, particularly among Black/African American older adults.
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Affiliation(s)
- Kaileigh A Byrne
- Address correspondence to: Clemson University, 418 Brackett Hall, Clemson, SC 29634, USA. E-mail:
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17
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Cao C, Li D, Xu Q, Shao X. Motivational Influences Affecting Middle-Aged and Elderly Users' Participation Intention in Health-Related Social Media. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:11240. [PMID: 36141521 PMCID: PMC9517440 DOI: 10.3390/ijerph191811240] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Revised: 09/01/2022] [Accepted: 09/06/2022] [Indexed: 06/16/2023]
Abstract
Social media provide users with multi-directional dialogue for creating and sharing health information that can effectively promote the self-management of health. In regard to the 'greying' trend in social media, most researchers have studied the health-related social media (HRSM) acceptance status and use behavior of middle-aged and elderly people, and have explored the role of HRSM in this group. However, the continuous participation of users is the key to the successful operation of HRSM, and is an essential prerequisite for the subsequent HRSM behavior habits of middle-aged and elderly people. Therefore, we aimed to explore what motivations drive the first use of HRSM among middle-aged and older adults, and the impact of their perception of HRSM, after personal use, on their intention to use it continually. In the study, we used the partial least squares structural equation model (PLS-SEM) to analyze data collected from online questionnaires. The results showed that a self-protection motivation and a social motivation promoted the initial participation of middle-aged and elderly individuals. In addition, these people experienced deeper levels of perceived usefulness and perceived entertainment after their initial participation. The results also revealed that these two perceptions could positively influence middle-aged and elderly individuals' intention to continue with their participation. Our findings should help service platforms to better understand the needs of middle-aged and elderly users. This would help researchers and practitioners to gain a more complete understanding of the motivation of middle-aged and elderly people for participating in HRSM, and the related impacts this may have.
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Affiliation(s)
- Cong Cao
- School of Management, Zhejiang University of Technology, Hangzhou 310023, China
| | - Dan Li
- School of Management, Zhejiang University of Technology, Hangzhou 310023, China
| | - Qianwen Xu
- School of Management, Zhejiang University of Technology, Hangzhou 310023, China
| | - Xiuyan Shao
- School of Economics and Management, Southeast University, Nanjing 211189, China
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18
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Oh HS, Yang H. Coping strategies mediate the relation between executive functions and life satisfaction in middle and late adulthood: a structural equational analysis. NEUROPSYCHOLOGY, DEVELOPMENT, AND COGNITION. SECTION B, AGING, NEUROPSYCHOLOGY AND COGNITION 2022; 29:761-780. [PMID: 33899678 DOI: 10.1080/13825585.2021.1917502] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/22/2020] [Accepted: 04/11/2021] [Indexed: 06/12/2023]
Abstract
Recent studies have suggested that executive functions (EF) predict life satisfaction for older adults. However, the mechanism is not known. By analyzing a sample (N = 3,287, ages 32- 84 years) from the Midlife Development in the United States 2, we examined the mediational role of coping strategies in the relation between EF and life satisfaction. Both active coping and behavioral disengagement mediated the relation between EF and life satisfaction, and age significantly moderated the mediational pathways. Specifically, the positive effect of EF on active coping was more pronounced in middle-aged and older adults than in young adults. However, the negative effect of EF on behavioral disengagement was apparent only in older adults, disappeared in middle-aged adults and reversed in younger adults. Our findings underscore EF as crucial cognitive resources that facilitate the adoption of healthy coping strategies, which in turn, affect life satisfaction in middle and late adulthood.
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Affiliation(s)
- Hui Si Oh
- School of Social Sciences, Singapore Management University, Singapore, Singapore
| | - Hwajin Yang
- School of Social Sciences, Singapore Management University, Singapore, Singapore
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19
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Qi H, Kang Q, Bi C. How Does the Parent–Adolescent Relationship Affect Adolescent Internet Addiction? Parents’ Distinctive Influences. Front Psychol 2022; 13:886168. [PMID: 35747670 PMCID: PMC9209756 DOI: 10.3389/fpsyg.2022.886168] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Accepted: 05/11/2022] [Indexed: 01/26/2023] Open
Abstract
Although previous research has demonstrated that parent–adolescent relationships have a significant effect on adolescent Internet Addiction (IA), the mechanisms underlying these associations and parental differences in these effects have received insufficient attention. We investigated the mediating role of Perceived Social Support and Dual System of Self-Control (DSSC) in the relationship between Father-Adolescent Relationships/Mother-Adolescent Relationships (FAR/MAR) and adolescent IA, as well as the differences in the effects of FAR and MAR. A cross-sectional survey of 732 Chinese adolescents was conducted using the Adolescent Pathological Internet Use Scale, Parent–Adolescent Relationship Scale, Multidimensional Scale of Perceived Social Support, and Dual System of Self-Control Scale. Multiple linear regression analysis, Pearson correlation analysis and structural equation modeling were used. The results of structural modeling analysis showed that neither FAR nor MAR directly predicted adolescent IA. In contrast, FAR/MAR had an impact on adolescent IA mainly through the mediating effects of Perceived Social Support and Impulsive System. Furthermore, in the relationship between FAR/MAR and adolescent IA, the Impulsive System and Perceived Social Support both served as chain mediators, as did Perceived Social Support and the Reflective System. And more importantly, unlike FAR, MAR affects adolescent IA through the mediating effect of the Reflective System. Multiple linear regression showed that the regression coefficient of MAR on adolescent IA had stronger significance compared to FAR, MAR is deserving of more attention than FAR. These findings contribute to our understanding of the mechanisms underlying the association between FAR/MAR and adolescent IA and suggest that family relationship-focused training approaches are critical for suppressing adolescent IA. These interventions should be tailored to the unique circumstances of each family.
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Cotten SR, Schuster AM, Seifert A. Social media use and well-being among older adults. Curr Opin Psychol 2021; 45:101293. [DOI: 10.1016/j.copsyc.2021.12.005] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Revised: 12/09/2021] [Accepted: 12/13/2021] [Indexed: 12/17/2022]
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Ma Y, Liang C, Yang X, Zhang H, Zhao S, Lu L. The Effect of Social Media Use on Depressive Symptoms in Older Adults with Self-Reported Hearing Impairment: An Empirical Study. Healthcare (Basel) 2021; 9:1403. [PMID: 34828450 PMCID: PMC8625068 DOI: 10.3390/healthcare9111403] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Revised: 10/14/2021] [Accepted: 10/18/2021] [Indexed: 02/07/2023] Open
Abstract
Older people with hearing impairment are more likely to develop depressive symptoms due to physical disability and loss of social communication. This study investigated the effects of social media on social relations, subjective aging, and depressive symptoms in these older adults based on the stimulus-organism-response (S-O-R) framework. It provides new empirical evidence to support improving the mental health and rebuilding the social relations of older people. A formal questionnaire was designed using the Wenjuanxing platform and distributed online through WeChat; 643 valid questionnaires were received from older people with self-reported hearing impairments, and SmartPLS 3.28 was used to analyze the data. The results show that (1) social media significantly impacts the social relations of older people with hearing impairment (social networks, β = 0.132, T = 3.444; social support, β = 0.129, T = 2.95; social isolation, β = 0.107, T = 2.505). (2) For these older people, social isolation has the biggest impact on their psychosocial loss (β = 0.456, T = 10.458), followed by the impact of social support (β = 0.103, T = 2.014); a hypothesis about social network size was not confirmed (β = 0.007, T = 0.182). Both social media (β = 0.096, T = 2.249) and social support (β = 0.174, T = 4.434) significantly affect the self-efficacy of hearing-impaired older people. (3) Both subjective aging (psychosocial loss, β = 0.260, T = 6.036; self-efficacy, β = 0.106, T = 3.15) and social isolation (β = 0.268, T = 6.307) significantly affect depressive symptoms in older people with hearing impairment. This study expands the theories of social media aging cognition, social support, and social networks and can provide practical contributions to the social media use and mental health of special persons 60 years and older.
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Affiliation(s)
- Yiming Ma
- The School of Management, Hefei University of Technology, Hefei 230009, China; (Y.M.); (X.Y.); (S.Z.); (L.L.)
| | - Changyong Liang
- The School of Management, Hefei University of Technology, Hefei 230009, China; (Y.M.); (X.Y.); (S.Z.); (L.L.)
| | - Xuejie Yang
- The School of Management, Hefei University of Technology, Hefei 230009, China; (Y.M.); (X.Y.); (S.Z.); (L.L.)
| | - Haitao Zhang
- The School of Management, Jilin University, Changchun 130012, China;
| | - Shuping Zhao
- The School of Management, Hefei University of Technology, Hefei 230009, China; (Y.M.); (X.Y.); (S.Z.); (L.L.)
| | - Liyan Lu
- The School of Management, Hefei University of Technology, Hefei 230009, China; (Y.M.); (X.Y.); (S.Z.); (L.L.)
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22
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Hong Y, Fu J, Kong D, Liu S, Zhong Z, Tan J, Luo Y. Benefits and barriers: a qualitative study on online social participation among widowed older adults in Southwest China. BMC Geriatr 2021; 21:450. [PMID: 34344309 PMCID: PMC8329635 DOI: 10.1186/s12877-021-02381-w] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Accepted: 07/12/2021] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND With the development of digital media, online activities are increasingly becoming part of the daily life of older adults. Widowed older adults generally would face changes in social interactions and activities due to widowhood; thus, the importance of online participation may be more prominent in this population. However, a detailed evidence on the experiences of online social participation among widowed older adults is relatively sparse. This study aimed to explore widowed older adults' perceptions regarding online social participation in southwestern China. METHODS This study adopted a qualitative approach. Semi-structured, in-depth individual interviews were conducted with 19 widowed older adults between September-December 2020. Thematic analysis was applied to analyse the data. RESULTS Two major themes, "benefits" and "barriers" were identified from the original data analysis. Subcategories concerning the theme "benefits" were "benefit perception (convenience, flexible time, supplementation)", "health promotion", "emotional comfort", and "social connection". Subcategories of "barriers" were "worries: personal economic loss", "concerns: security of digital device", "troubles: the diversity of online social participation", and "difficulties: using digital media". CONCLUSIONS Social participation of widowed older adults in southwestern China has begun to be integrated into the digital world; however, it remains at an early stage with the simple purpose of engagement. The older adults may face many challenges for online social participation. Although there are barriers and challenges in online social participation, widowed older adults can reap its benefits, which can be used as an important measure to facilitate a fulfilling life and successful ageing. There is no doubt that online social participation will become a trend within the foreseeable future. Family, friends and health care professionals should pay more attention to the needs of online social participation in widowed older adults and provide adequate support for them to achieve a meaningful life.
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Affiliation(s)
- Yan Hong
- School of Nursing, Army Medical University / Third Military Medical University, No. 30 Gaotanyan Street, Shapingba District, Chongqing, 400038 People’s Republic of China
| | - Jingjing Fu
- School of Nursing, Army Medical University / Third Military Medical University, No. 30 Gaotanyan Street, Shapingba District, Chongqing, 400038 People’s Republic of China
| | - Dehui Kong
- School of Nursing, Army Medical University / Third Military Medical University, No. 30 Gaotanyan Street, Shapingba District, Chongqing, 400038 People’s Republic of China
| | - Siqi Liu
- School of Nursing, Army Medical University / Third Military Medical University, No. 30 Gaotanyan Street, Shapingba District, Chongqing, 400038 People’s Republic of China
| | - Zhu Zhong
- School of Nursing, Army Medical University / Third Military Medical University, No. 30 Gaotanyan Street, Shapingba District, Chongqing, 400038 People’s Republic of China
| | - Jing Tan
- School of Nursing, Army Medical University / Third Military Medical University, No. 30 Gaotanyan Street, Shapingba District, Chongqing, 400038 People’s Republic of China
| | - Yu Luo
- School of Nursing, Army Medical University / Third Military Medical University, No. 30 Gaotanyan Street, Shapingba District, Chongqing, 400038 People’s Republic of China
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Yildirim E, Ogel-Balaban H. Cognitive functions among healthy older adults using online social networking. APPLIED NEUROPSYCHOLOGY-ADULT 2021; 30:401-408. [PMID: 34310244 DOI: 10.1080/23279095.2021.1951269] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
Online social network sites provide possibilities to enhance social relationships and engage in cognitive activities for older adults. The present study aimed to investigate the relationship between the use of one social network site, Facebook, and cognitive functions in older adults considering different dimensions of Facebook use together with different cognitive functions. Seventy healthy older adults completed the use of Facebook form, Multidimensional Scale of Perceived Social Support, and Social Network Index. Their cognitive functions were measured with Digit Span Tasks, Free and Cued Selective Reminding Test, Letter and Category Fluency Tests, Stroop Test, Digit Symbol Substitution Test, and Trail Making Test (TMT-A and TMT-B). After controlling for age, gender, education level, we found that Facebook users performed better on TMT-A compared to non-users. Among Facebook users, the length of having an account, the network size, the daily duration of use, and the frequency of active and passive use correlated with cognitive performance after controlling offline sociality. These findings, which need confirmation by experimental and longitudinal studies, suggested that being connected to a larger network via more prolonged and active use of social media might be associated with higher cognitive functioning.
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Affiliation(s)
- Elif Yildirim
- Department of Psychology, Isik University, Istanbul, Turkey
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The association of WTELS as a master motivator with higher executive functioning and better mental health. CURRENT PSYCHOLOGY 2021; 42:7309-7320. [PMID: 34276169 PMCID: PMC8272615 DOI: 10.1007/s12144-021-02078-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/04/2021] [Indexed: 12/12/2022]
Abstract
The goal is to test the validity of the “Will to exist-live and survive (WTELS) as a master motivator that activates executive functions. A sample of 262 adults administered different measures that included WTELS and executive functions. We conducted hierarchical regressions with working memory deficits (WMD) and inhibition deficits (ID) as dependent variables. We entered in the last steps resilience and WTELS as independent variables. We conducted path analysis with WTELS as independent variables and WMD and ID as outcome variables and resilience and social support as mediating variables. WTELS accounted for the high effect size for lower working memory deficits and medium effect size for lower inhibition deficits. In path analysis, the effects of WTELS on decreased WMD were direct, while its effects on the ID were indirect. PROCESS analysis indicated that WTELS was directly associated with lower depression, anxiety, PTSD, and COVID-19 traumatic stress, and its indirect effects were mediated by lower executive function deficits (Kira et al., Psych 12:992-1024 2021c, Kira et al., in press). The path model discussed was generally superior to the alternative models and was strictly invariant across genders (male/ female).
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Sheldon P, Antony MG, Ware LJ. Baby Boomers' use of Facebook and Instagram: uses and gratifications theory and contextual age indicators. Heliyon 2021; 7:e06670. [PMID: 33889780 PMCID: PMC8049997 DOI: 10.1016/j.heliyon.2021.e06670] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Revised: 03/18/2021] [Accepted: 03/29/2021] [Indexed: 11/24/2022] Open
Abstract
Social media research tends to prioritize how young adults – and college students, in particular – use social network sites. While several studies have focused on how Facebook can help alleviate loneliness among older adults, the motives for using other social media platforms, including Instagram, have not been adequately explored. This study therefore focuses on how a uses and gratifications framework applies to older users of Facebook and Instagram, including the relationship to contextual age. A survey of 414 Baby Boomers and Traditionalists was conducted in the Fall of 2019. The results revealed that older adults rely on Facebook and Instagram to compensate for the lack of social activity and face-to-face interactions in their daily lives. These patterns are consistent with social compensation hypothesis and contradict the findings of studies done with college students. In addition, the older adults' life satisfaction was a negative predictor of using these sites for companionship and diversion. Future research should furthermore explore how other personality traits and social situations might influence older individuals use of social media. This knowledge can be particularly useful in times of health pandemic, such as COVID-19, when so many older individuals are confined to their homes and rely on social media for interaction and entertainment. Insight into intergenerational social media usage differences can also benefit advertisers, policy makers, recreational groups, healthcare and social services.
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Affiliation(s)
- Pavica Sheldon
- Dept. of Communication Arts, University of Alabama Huntsville, USA
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