Elder orphans on facebook: Implications for mattering and social isolation
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Two studies found that increased feeling of competence mediated the relationship between social media use and loneliness and wellbeing.
“Two studies found that increased feeling of competence mediated the relationship between social media use and loneliness and wellbeing (Francis, 2022;Jung & Sundar, 2022).”
From The relationship between social media use and psychosocial outcomes in older adults: A systematic review (2024) · cites this paper as Francis, 2022
The Analyses & Results section (Hypotheses 3 & 4; page unavailable) reports that perceived mattering mediated the relationship between Facebook activity and loneliness. It does not identify the mediator as a feeling of competence or report well-being as an outcome of that mediation. (LLM, conf=0.88)
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Cites
Social network sites: definition, history, and scholarship
boyd, D. M., & Ellison, N. B. (2007) · Journal of Computer-Mediated Communication · doi:10.1111/j.1083-6101.2007.00393.x · Cited by 16,251 · see citing works
Ellison, N. B., Steinfield, C., & Lampe, C. (2007) · Journal of Computer-Mediated Communication · doi:10.1111/j.1083-6101.2007.00367.x · Cited by 9,939 · see citing works
Beyond Baron and Kenny: Statistical Mediation Analysis in the New Millennium
Hayes, A. F. (2009) · Communication Monographs · doi:10.1080/03637750903310360 · Cited by 9,757 · see citing works
Löwe, B., Wahl, I., Rose, M., Spitzer, C., Glaesmer, H., Wingenfeld, K., Schneider, A., & Brähler, E. (2010) · Journal of Affective Disorders · doi:10.1016/j.jad.2009.06.019 · Cited by 2,473 · see citing works
Cacioppo, J. T., Hughes, M. E., Waite, L. J., Hawkley, L. C., & Thisted, R. A. (2006) · Psychology and Aging · doi:10.1037/0882-7974.21.1.140 · Cited by 2,380 · see citing works
Mortality prediction with a single general self-rated health question
DeSalvo, K. B., Bloser, N., Reynolds, K., He, J., & Muntner, P. (2005) · Journal of General Internal Medicine · doi:10.1111/j.1525-1497.2005.00291.x · Cited by 2,303 · see citing works
Perceived social isolation and cognition
Cacioppo, J. T., & Hawkley, L. C. (2009) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2009.06.005 · Cited by 2,144 · see citing works
Lubben, J., Blozik, E., Gillmann, G., Iliffe, S., von Renteln Kruse, W., Beck, J. C., & Stuck, A. E. (2006) · The Gerontologist · doi:10.1093/geront/46.4.503 · Cited by 2,123 · see citing works
Czaja, S. J., Charness, N., Fisk, A. D., Hertzog, C., Nair, S. N., Rogers, W. A., & Sharit, J. (2006) · Psychology and Aging · doi:10.1037/0882-7974.21.2.333 · Cited by 2,113 · see citing works
Social disconnectedness, perceived isolation, and health among older adults
Cornwell, E. Y., & Waite, L. J. (2009) · Journal of Health and Social Behavior · doi:10.1177/002214650905000103 · Cited by 2,027 · see citing works
Social capital, self-esteem, and use of online social network sites: A longitudinal analysis.
Steinfield, C., Ellison, N. B., & Lampe, C. (2008) · Journal of Applied Developmental Psychology · doi:10.1016/j.appdev.2008.07.002 · Cited by 1,919 · see citing works
Cacioppo, J. T., Hawkley, L. C., & Thisted, R. A. (2010) · Psychology and Aging · doi:10.1037/a0017216 · Cited by 1,757 · see citing works
Loneliness in Older Persons: A Predictor of Functional Decline and Death
Perissinotto, C. M., Stijacic Cenzer, I., & Covinsky, K. E. (2012) · Archives of Internal Medicine · doi:10.1001/archinternmed.2012.1993 · Cited by 1,269 · see citing works
Loneliness, health, and mortality in old age: A national longitudinal study
Luo, Y., Hawkley, L. C., Waite, L. J., & Cacioppo, J. T. (2012) · Social Science & Medicine · doi:10.1016/j.socscimed.2011.11.028 · Cited by 1,232 · see citing works
A Short-Form Measure of Loneliness
Hays, R., & DiMatteo, M. R. (1987) · Journal of Personality Assessment · doi:10.1207/s15327752jpa5101_6 · Cited by 1,192 · see citing works
Social ties and health: The benefits of social integration
Seeman, T. E. (1996) · Annals of Epidemiology · doi:10.1016/s1047-2797(96)00095-6 · Cited by 1,137 · see citing works
Social network activity and social well-being
Burke, M., Marlow, C., & Lento, T. (2010) · Proceedings of the SIGCHI Conference on Human Factors in Computing Systems · doi:10.1145/1753326.1753613 · Cited by 1,109 · see citing works
SOCIAL SUPPORT AND MORTALITY IN AN ELDERLY COMMUNITY POPULATION1
Blazer, D. G. (1982) · American Journal of Epidemiology · doi:10.1093/oxfordjournals.aje.a113351 · Cited by 1,019 · see citing works
The Social Connectedness of Older Adults: A National Profile
Cornwell, B., Laumann, E. O., & Schumm, L. P. (2008) · American Sociological Review · doi:10.1177/000312240807300201 · Cited by 941 · see citing works
Kim, J., LaRose, R., & Peng, W. (2009) · CyberPsychology & Behavior · doi:10.1089/cpb.2008.0327 · Cited by 781 · see citing works
Being alone in later life: Loneliness, social isolation and living alone
Victor, C., Scambler, S., Bond, J., & Bowling, A. (2000) · Reviews in Clinical Gerontology · doi:10.1017/s0959259800104101 · Cited by 730 · see citing works
The Cambridge Handbook of Personal Relationships
Vangelisti, A. L., Perlman, D. 1., & Sprecher, S. (2006) · Cambridge University Press eBooks · doi:10.1017/cbo9780511606632 · Cited by 676 · see citing works
Cotten, S. R., Anderson, W. A., & McCullough, B. M. (2013) · Journal of Medical Internet Research · doi:10.2196/jmir.2306 · Cited by 664 · see citing works
Loneliness and Social Isolation
de Jong Gierveld, J., van Tilburg, T., & Dykstra, P. A. (2006) · The Cambridge Handbook of Personal Relationships · doi:10.1017/cbo9780511606632.027 · Cited by 640 · see citing works
Face-to-face or Facebook: Can social connectedness be derived online?
Grieve, R., Indian, M., Witteveen, K., Anne Tolan, G., & Marrington, J. (2013) · Computers in Human Behavior · doi:10.1016/j.chb.2012.11.017 · Cited by 609 · see citing works
Mattering: Inferred Significance and Mental Health Among Adolescents.
Rosenberg, M., & McCullough, B. C. (1981) · Cited by 567 · see citing works
The benefits of social technology use among older adults are mediated by reduced loneliness
Chopik, W. J. (2016) · Cyberpsychology, Behavior, and Social Networking · doi:10.1089/cyber.2016.0151 · Cited by 567 · see citing works
Internet Use and Depression Among Retired Older Adults in the United States: A Longitudinal Analysis
Cotten, S. R., Ford, G., Ford, S., & Hale, T. M. (2014) · The Journals of Gerontology Series B: Psychological Sciences and Social Sciences · doi:10.1093/geronb/gbu018 · Cited by 481 · see citing works
Social Network Types Among Older Adults: A Multidimensional Approach
Fiori, K. L., Smith, J., & Antonucci, T. C. (2007) · The Journals of Gerontology Series B: Psychological Sciences and Social Sciences · doi:10.1093/geronb/62.6.p322 · Cited by 420 · see citing works
The impact of technology on older adults’ social isolation
Khosravi, P., Rezvani, A., & Wiewiora, A. (2016) · Computers in Human Behavior · doi:10.1016/j.chb.2016.05.092 · Cited by 402 · see citing works
Cacioppo, J. T., Hawkley, L. C., & Berntson, G. G. (2003) · Current Directions in Psychological Science · doi:10.1111/1467-8721.01232 · Cited by 397 · see citing works
A Longitudinal Study of the Role and Significance of Mattering to Others for Depressive Symptoms
Taylor, J. D., & Turner, R. J. (2001) · Journal of Health and Social Behavior · doi:10.2307/3090217 · Cited by 352 · see citing works
Mattering: Empirical Validation of a Social-Psychological Concept
Elliott, G. C., Kao, S., & Grant, A.-M. (2004) · Self and Identity · doi:10.1080/13576500444000119 · Cited by 326 · see citing works
Social Networking Sites: Their Users and Social Implications - A Longitudinal Study
Brandtzæg, P. B. (2012) · Journal of Computer-Mediated Communication · doi:10.1111/j.1083-6101.2012.01580.x · Cited by 300 · see citing works
Gender and Marital-History Differences in Emotional and Social Loneliness among Dutch Older Adults
Dykstra, P. A., & Gierveld, J. D. J. (2004) · Canadian Journal on Aging / La Revue canadienne du vieillissement · doi:10.1353/cja.2004.0018 · Cited by 296 · see citing works
Loneliness in Married, Widowed, Divorced, and Never-Married Older Adults
Pinquart, M. (2003) · Journal of Social and Personal Relationships · doi:10.1177/02654075030201002 · Cited by 286 · see citing works
Computer and Internet Interventions for Loneliness and Depression in Older Adults: A Meta-Analysis
Choi, M., Kong, S., & Jung, D. (2012) · Healthcare Informatics Research · doi:10.4258/hir.2012.18.3.191 · Cited by 213 · see citing works
Examining social media use among older adults
Bell, C., Fausset, C. B., Farmer, S. K., Nguyen, J. K., Harley, L. R., & Fain, W. B. (2013) · ACM Conference on Hypertext and Social Media (HT) · doi:10.1145/2481492.2481509 · Cited by 202 · see citing works
Understanding and Changing Older Adults' Perceptions and Learning of Social Media
Xie, B., Watkins, I., Golbeck, J., & Huang, M. (2012) · Educational Gerontology · doi:10.1080/03601277.2010.544580 · Cited by 195 · see citing works
Extending Self-Esteem Theory and Research
(2001) · Cambridge University Press eBooks · doi:10.1017/cbo9780511527739 · Cited by 195 · see citing works
Centrality of social ties to the health and well-being of older adults
Lubben, J. (2003) · Medical Entomology and Zoology · Cited by 172 · see citing works
Is Loneliness the Same as Being Alone?
Russell, D. W., Cutrona, C. E., McRae, C., & Gomez, M. (2011) · The Journal of Psychology · doi:10.1080/00223980.2011.589414 · Cited by 162 · see citing works
Cybersenior Empowerment: How Some Older Individuals Are Taking Control of Their Lives
McMellon, C. A., & Schiffman, L. G. (2002) · Journal of Applied Gerontology · doi:10.1177/07364802021002002 · Cited by 155 · see citing works
Senior citizens on Facebook: How do they interact and why?
Jung, E., & Sundar, S. (2016) · Computers in Human Behavior · doi:10.1016/j.chb.2016.02.080 · Cited by 141 · see citing works
Dykstra, P. A. (2017) · Wiley eBooks · doi:10.1002/9781405165518.wbeosa033.pub2 · Cited by 131 · see citing works
Older Adults Without Close Kin in the United States
Margolis, R., & Verdery, A. M. (2017) · The Journals of Gerontology Series B · doi:10.1093/geronb/gbx068 · Cited by 123 · see citing works
Flett, G. L., Goldstein, A. L., Pechenkov, I. G., Nepon, T. B., & Wekerle, C. (2015) · Personality and Individual Differences · doi:10.1016/j.paid.2015.12.014 · Cited by 120 · see citing works
Aarts, S., Peek, S. T. M., & Wouters, E. (2014) · International Journal of Geriatric Psychiatry · doi:10.1002/gps.4241 · Cited by 118 · see citing works
Projections of white and black older adults without living kin in the United States, 2015 to 2060
Verdery, A. M., & Margolis, R. (2017) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1710341114 · Cited by 117 · see citing works
Blackwell encyclopedia of sociology
(2007) · Choice Reviews Online · doi:10.5860/choice.44-5994 · Cited by 108 · see citing works
Religious Involvement, Beliefs About God, and the Sense of Mattering Among Older Adults
Schieman, S., Bierman, A., & Ellison, C. G. (2010) · Journal for the Scientific Study of Religion · doi:10.1111/j.1468-5906.2010.01526.x · Cited by 105 · see citing works
Ballantyne, A., Trenwith, L., Zubrinich, S., & Corlis, M. (2010) · Quality in Ageing and Older Adults · doi:10.5042/qiaoa.2010.0526 · Cited by 102 · see citing works
Proceedings of the 24th ACM Conference on Hypertext and Social Media
(2013) · doi:10.1145/2481492 · Cited by 100 · see citing works
Elder Orphans Hiding in Plain Sight: A Growing Vulnerable Population
Carney, M. T., Fujiwara, J., Emmert, B. E., Liberman, T. A., & Paris, B. E. C. (2016) · Current Gerontology and Geriatrics Research · doi:10.1155/2016/4723250 · Cited by 98 · see citing works
Dykstra, P. A. (1993) · Journal of Social and Personal Relationships · doi:10.1177/0265407593103004 · Cited by 94 · see citing works
Measuring Social Networks and Assessing their Benefits
Allan, G., & Phillipson, C. (2017) · Routledge eBooks · doi:10.4324/9781315242897-11 · Cited by 88 · see citing works
Social Work and Health Care in an Aging Society
Gingerich, B. S. (2004) · Home Health Care Management & Practice · doi:10.1177/1084822303262339 · Cited by 86 · see citing works
Catalyst to Connection: When Technical Difficulties Lead to Social Support for Older Adults
Francis, J., Kadylak, T., Makki, T. W., Rikard, R. V., & Cotten, S. R. (2018) · American Behavioral Scientist · doi:10.1177/0002764218773829 · Cited by 65 · see citing works
Self-citationWidowhood and Social Participation in Later Life
Ferraro, K. F. (1984) · Research on Aging · doi:10.1177/0164027584006004001 · Cited by 64 · see citing works
Dixon, A. L. (2007) · Adultspan Journal · doi:10.1002/j.2161-0029.2007.tb00034.x · Cited by 61 · see citing works
Francis, J., Rikard, R. V., Cotten, S. R., & Kadylak, T. (2017) · Information Communication & Society · doi:10.1080/1369118x.2017.1417459 · Cited by 58 · see citing works
Self-citationBereavement and the Loss of Mattering
Pearlin, L. I., & LeBlanc, A. J. (2001) · Cambridge University Press eBooks · doi:10.1017/cbo9780511527739.013 · Cited by 56 · see citing works
3. Convoys of Attachment and Social Relations in Children, Adolescents, and Adults
Antonucci, T. C., & Akiyama, H. (1994) · De Gruyter eBooks · doi:10.1515/9783110866377.37 · Cited by 54 · see citing works
van Ingen, E. J., Rains, S. A., & Wright, K. B. (2016) · Computers in Human Behavior · doi:10.1016/j.chb.2016.12.058 · Cited by 52 · see citing works
Addressing Social Isolation as a Potent Killer!
Lubben, J. (2017) · Public Policy & Aging Report · doi:10.1093/ppar/prx026 · Cited by 36 · see citing works
Quinn, D., Chen, L. L., Mulvenna, M., & Bond, R. (2016) · Journal of Medical Internet Research · doi:10.2196/jmir.5377 · Cited by 30 · see citing works
Francis, J., Kadylak, T., Cotten, S. R., & Rikard, R. V. (2016) · Communications in computer and information science · doi:10.1007/978-3-319-40542-1_49 · Cited by 28 · see citing works
Self-citationInformal Support Resources for Vulnerable Elderly Persons: Can They Be Counted on, Why Do They Work?
Morris, J. N., & Sherwood, S. (1984) · The International Journal of Aging and Human Development · doi:10.2190/2juq-0lgt-k5pr-ly9c · Cited by 24 · see citing works
Social Interaction and Social Cognition in Aging
Dolen, L. S., & Bearison, D. J. (2009) · Human Development · doi:10.1159/000272825 · Cited by 22 · see citing works
Lack of Social Connectedness and Its Consequences
Hudson, R. B. (2017) · Public Policy & Aging Report · doi:10.1093/ppar/prx035 · Cited by 20 · see citing works
Structural Factors of Elders’ Isolation in a High-Crime Neighborhood: An In-Depth Perspective
Portacolone, E. (2017) · Public Policy & Aging Report · doi:10.1093/ppar/prx025 · Cited by 11 · see citing works
Effects of Online Social Relationship on Depression among Older Adults in South Korea
Yoon, H., Lee, O., Beum, K., & Gim, Y. (2016) · The Journal of the Korea Contents Association · doi:10.5392/jkca.2016.16.05.623 · Cited by 4 · see citing works
Bernardon, S. (2012) · Human Biology · Cited by 3 · see citing works
Loneliness and mattering : investigating distinctions among university students
Chang, S. (2012) · cIRcle (University of British Columbia) · doi:10.14288/1.0072743 · Cited by 2 · see citing works
Flagged first, then by citations
Research works printed but not linked: 10
- Blit-Cohen E, & Litwin H (2004). Elder participation in cyberspace: A qualitative analysis of Israeli retirees. Journal of Aging Studies, 18, 385– 398.
- Cotten SR, Ford G, Ford S, & Hale TM (2012b). Internet use and depression among older adults. Computers in human behavior, 28(2), 496– 499.
- Fazio EM (2007). Role occupancy, physical health and the diminishment of the sense of mattering in late life (Doctoral dissertation).
- Hunsaker A, & Hargittai E (2018). A review of Internet use among older adults. New Media & Society, 1461444818787348.
- Kadylak T, Francis J, Cotten SR, & Rikard RV (2016). Mattering: An underlying social psychological mechanism for social support and mental health among older adults. Presented at the 15th International Conference on Social Stress Research, San Diego, CA.
- Kahn RL & Antonucci TC (1980). Covoys over the life course: Attachments, roles, and social support. In Baltes PB & Brim O (Eds.) Lifespan development and behavior (Vol. 3). New York, NY: Academic Press.
- Selwyn N (2004). The information aged: A qualitative study of older adults’ use of information and communications technology. Journal of Aging Studies, 18, 369– 384.
- Van Deursen A, & Helsper EJ (2015). A nuanced understanding of Internet use and non-use among the elderly. European Journal of Communication, 30, 171– 187.
- Watulak SL, Wang Z, & McNary S, (2014). Facebook and mattering: How can instructors make the most of undergranduates’ Facebook use? In Searson M & Ochoa M (Eds.) Proceedings of Society for Information Technology & Teacher Education International Conference 2014 (pp. 914– 919) Chesapeake, VA: Association for the Advancement of Computing in Education (AACE).
- Waycott J, Vetere F, Pedell S, Morgans A, Ozanne E, & Kulik L (2016, 5). Not for me: Older adults choosing not to participate in a social isolation intervention. In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems (pp. 745– 757). ACM.
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Lei, X., Matovic, D., Leung, W.-Y., Viju, A., & Wuthrich, V. M. (2024) · International Psychogeriatrics · doi:10.1017/s1041610223004519 · Cited by 48 · see citing works
- Authors
- Francis, J.
- Affiliations
- University of Michigan (US)
- Corresponding author
- Francis, Jess
- Venue
- Computers in Human Behavior
- Publisher
- Elsevier BV
- Published
- 2022-02
- Volume
- 127
- Pages
- 107023
- ISSN
- 0747-5632 (ISSN-L)
- PMC
- PMC8670727
- OpenAlex
- W3199960501
- Semantic Scholar
- 8692eeebf6f161c7d14252b8501a948a8c0c6b0e
- Cited by
- 29
- References
- 75
- Citations by year
- 2026: 10 · 2025: 7 · 2024: 3 · 2023: 5 · 2022: 2 · 2021: 2
- FWCI
- 4.73
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Licence
- Locations
- Computers in Human Behavior (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institutes of Health
- Topics
- Social Sciences › Demography › Technology Use by Older Adults
- Social Sciences › Sociology and Political Science › Impact of Technology on Adolescents
- Social Sciences › Psychology › Neuropsychology and Physiological Psychology › Aging and Gerontology Research
- Keywords
- Facebook use, social media, loneliness, social isolation, mattering, older adults, living alone, social connectedness
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