Patterns of coping among family caregivers of frail older adults
Open accessAbstract
Past studies have extensively examined factors associated with coping strategies that caregivers use to ameliorate distress or solve problems. While these studies have found that stressors and individual resources influence choices of coping strategies, they have tended to overlook caregivers’ social resources and have rarely considered the possibility that distinct groups of caregivers may use different sets of coping strategies. We conducted latent-class analyses to identify distinct groups of caregivers: those using no particular patterns of coping (unpatterned-coping), those centering on ameliorating distress (emotional-coping), and those focusing on both ameliorating distress and solving problems (hybrid-coping). Stressors distinguished all three coping groups, individual resources differentiated the hybrid-coping group from the emotional-coping group and the unpatterned-coping group, and social resources separated the emotional-coping group and the hybrid-coping group from the unpatterned-coping group. These findings indicate different factors contributing to caregivers’ use of different coping styles and suggest ways to better help caregivers.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Caregivers' coping abilities are influenced by demographic characteristics, relationships with care recipients, health conditions, caregiving history, and social support.
“with their coping abilities influenced by demographic characteristics, relationships with care recipients, health conditions, caregiving history, and social support [14].”
From Coping strategies among family caregivers of community-dwelling older adults in Lebanon amid the economic crisis (2026) · cites this paper as [14]
A study involving caregivers of dependent older adults reported a significant positive association between increased perceived social support from family and relatives and the likelihood of using emotion-focused coping strategies.
“a study involving caregivers of dependent older adults reported a significant positive association between increased perceived social support from family and relatives and the likelihood of using emotion-focused coping strategies [14].”
From Coping strategies among family caregivers of community-dwelling older adults in Lebanon amid the economic crisis (2026) · cites this paper as [14]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm
Dempster, A. P., Laird, N. M., & Rubin, D. B. (1977) · Journal of the Royal Statistical Society Series B: Statistical Methodology · doi:10.1111/j.2517-6161.1977.tb01600.x · Cited by 50,444 · see citing works
Estimating the Dimension of a Model
Schwarz, G. (1978) · The Annals of Statistics · doi:10.1214/aos/1176344136 · Cited by 47,033 · see citing works
Pearlin, L. I., & Schooler, C. (1978) · Journal of Health and Social Behavior · doi:10.2307/2136319 · Cited by 7,791 · cited 1× · see citing works
“Social resources are caregivers’ interpersonal networks from which they can draw to cope with stress (Pearlin & Schooler, 1978, p. 5).”
Pearlin, L. I., & Schooler, C. (1978) · PubMed · Cited by 6,764 · see citing works
Agresti, A. (2002) · Wiley Series in Probability and Statistics · doi:10.1002/0471249688 · Cited by 6,746 · see citing works
An Analysis of Coping in a Middle-Aged Community Sample
Folkman, S., & Lazarus, R. S. (1980) · Journal of Health and Social Behavior · doi:10.2307/2136617 · Cited by 6,361 · see citing works
Akaike, H. (1987) · Psychometrika · doi:10.1007/bf02294359 · Cited by 5,264 · see citing works
Dynamics of a stressful encounter: Cognitive appraisal, coping, and encounter outcomes.
Folkman, S., Lazarus, R. S., Dunkel‐Schetter, C., DeLongis, A., & Gruen, R. J. (1986) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.50.5.992 · Cited by 4,893 · see citing works
Caregiving and the stress process: an overview of concepts and their measures
Pearlin, L. I., Mullan, J. T., Semple, S. J., & Skaff, M. M. (1990) · The Gerontologist · doi:10.1093/geront/30.5.583 · Cited by 4,810 · see citing works
Testing the number of components in a normal mixture
Lo, Y. (2001) · Biometrika · doi:10.1093/biomet/88.3.767 · Cited by 4,640 · see citing works
Maximum likelihood estimation from incomplete data via the EM algorithm
Dempster, A. P. (1977) · Journal of the Royal Statistical Society Series A (Statistics in Society) · Cited by 4,506 · see citing works
Dynamics of a stressful encounter: Cognitive appraisal, coping, and encounter outcomes.
Folkman, S., Lazarus, R. S., Dunkel‐Schetter, C., et al. (1986) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.50.5.992 · Cited by 3,552 · see citing works
Stress, Coping, and Social Support Processes: Where Are We? What Next?
Thoits, P. A. (1995) · Journal of Health and Social Behavior · doi:10.2307/2626957 · Cited by 3,496 · see citing works
Folkman, S., & Moskowitz, J. T. (2004) · Annual Review of Psychology · doi:10.1146/annurev.psych.55.090902.141456 · Cited by 3,485 · see citing works
Pinquart, M., & Sörensen, S. (2003) · Psychology and Aging · doi:10.1037/0882-7974.18.2.250 · Cited by 2,857 · see citing works
Skinner, E. A., Edge, K., Altman, J., & Sherwood, H. (2003) · Psychological Bulletin · doi:10.1037/0033-2909.129.2.216 · Cited by 2,639 · see citing works
Collins, L. M., & Lanza, S. T. (2009) · Cited by 2,536 · see citing works
(2010) · Sage eBooks · doi:10.4135/9781412961288.n40 · Cited by 2,028 · see citing works
A person-oriented approach in research on developmental psychopathology
Bergman, L. R., & Magnusson, D. (1997) · Development and Psychopathology · doi:10.1017/s095457949700206x · Cited by 1,318 · see citing works
The role of coping responses and social resources in attenuating the stress of life events
Billings, A., & Moos, R. (1981) · Journal of behavioral medicine · doi:10.1007/bf00844267 · Cited by 1,311 · see citing works
Assessment of behavioral problems in dementia: the revised memory and behavior problems checklist.
Teri, L., Truax, P., Logsdon, R., Uomoto, J., Zarit, S., & Vitaliano, P. P. (1992) · Psychology and Aging · doi:10.1037/0882-7974.7.4.622 · Cited by 1,162 · see citing works
Of Human Bonding: Parent-Child Relations Across the Life Course.
Cooney, T. M., Rossi, A. S., & Rossi, P. H. (1991) · Social Forces · doi:10.2307/2580254 · Cited by 1,120 · see citing works
Assessment of behavioral problems in dementia: The Revised Memory and Behavior Problems Checklist.
Teri, L. L., Truax, P. A., Logsdon, R. G., Uomoto, J. M., Zarit, S., & VITALIANO, P. P. (1992) · Psychology and Aging · doi:10.1037//0882-7974.7.4.622 · Cited by 1,117 · see citing works
Hapeman, D. E., & Agresti, A. (1991) · Technometrics · doi:10.2307/1269056 · Cited by 814 · see citing works
Wilcox, J. B., Rossi, P. H., Wright, J. D., & Anderson, A. B. (1985) · Journal of Marketing Research · doi:10.2307/3151558 · Cited by 708 · see citing works
Cultural values and caregiving: The updated sociocultural stress and coping model
Knight, B. G., & Sayegh, P. (2010) · The Journals of Gerontology Series B: Psychological Sciences and Social Sciences · doi:10.1093/geronb/gbp096 · Cited by 585 · see citing works
Of human bonding: parent-child relations across the life course
(1991) · Choice Reviews Online · doi:10.5860/choice.28-4202 · Cited by 471 · see citing works
Haley, W. E., Roth, D. L., Coleton, M. I., Ford, G. R., West, C. A. C., Colllins, R. P., & Isobe, T. L. (1996) · Journal of Consulting and Clinical Psychology · doi:10.1037//0022-006x.64.1.121 · Cited by 444 · see citing works
Haley, W. E., Roth, D. L., Coleton, M. I., Ford, G. R., West, C. A. C., Colllins, R. P., & Isobe, T. L. (1996) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.64.1.121 · Cited by 444 · see citing works
Caregivers of Frail Elders: Updating a National Profile
Wolff, J. L., & Kasper, J. D. (2006) · The Gerontologist · doi:10.1093/geront/46.3.344 · Cited by 391 · see citing works
Understanding Family Care : A Multidimensional Model of Caring and Coping
Nolan, M., Grant, G. W. B., & Keady, J. D. (1996) · Medical Entomology and Zoology · Cited by 317 · see citing works
Lutzky, S. M., & Knight, B. G. (1994) · Psychology and Aging · doi:10.1037/0882-7974.9.4.513 · Cited by 285 · see citing works
Knight, B. G., Silverstein, M. D., McCallum, T., & Fox, L. S. (2000) · The Journals of Gerontology Series B · doi:10.1093/geronb/55.3.p142 · Cited by 256 · see citing works
Li, R., Cooper, C., Bradley, J., Shulman, A., & Livingston, G. (2012) · Journal of Affective Disorders · doi:10.1016/j.jad.2011.05.055 · Cited by 173 · see citing works
Latent Class Analysis: The Empirical Study of Latent Types, Latent Variables, and Latent Structures
Goodman, L. A. (2002) · Cambridge University Press eBooks · doi:10.1017/cbo9780511499531.002 · Cited by 168 · see citing works
Coping and caregivers of people with dementia
Kneebone, I., & Martin, P. R. (2003) · British Journal of Health Psychology · doi:10.1348/135910703762879174 · Cited by 166 · see citing works
Lin, I., Fee, H. R., & Wu, H.-S. (2012) · Family Relations · doi:10.1111/j.1741-3729.2011.00692.x · Cited by 159 · see citing works
Self-citationKramer, B. J. (1993) · Family Relations · doi:10.2307/585338 · Cited by 113 · cited 6× · see citing works
“Caregivers with poorer health are less likely to use wishful thinking or avoidance to cope with distress (Kramer, 1993).”
InfluentialCoping with family caregiving to persons with dementia: A critical review
Gottlieb, B. H., & Wolfe, J. (2002) · Aging & Mental Health · doi:10.1080/1360786021000006947 · Cited by 103 · see citing works
Understanding Patterns of Service Utilization Among Informal Caregivers of Community Older Adults
Hong, S.-I. (2009) · The Gerontologist · doi:10.1093/geront/gnp105 · Cited by 80 · see citing works
Montoro-Rodriguez, J., & Gallagher-Thompson, D. (2009) · Aging & Mental Health · doi:10.1080/13607860802534658 · Cited by 65 · see citing works
Community-Based Service Use by Elders With Dementia and Their Caregivers
Beeber, A., Thorpe, J. M., & Clipp, E. C. (2008) · Nursing Research · doi:10.1097/01.nnr.0000313500.07475.eb · Cited by 64 · see citing works
National Alliance for Caregiving (2009) · doi:10.26419/res.00062.001 · Cited by 45 · see citing works
Patterns of coping preferences for male and female caregivers of frail older adults.
DeVries, H. M., Hamilton, D. W., Lovett, S. B., et al. (1997) · Psychology and Aging · doi:10.1037/0882-7974.12.2.263 · Cited by 44 · see citing works
Wilcox, S., O'sullivan, P., & King, A. C. (2001) · Clinical Gerontologist · doi:10.1300/j018v23n01_08 · Cited by 23 · see citing works
Chappell, N. L., & Dujela, C. (2009) · The International Journal of Aging and Human Development · doi:10.2190/ag.69.3.d · Cited by 18 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Yuan, Q., Wang, P., Tan, T. H., Devi, F., Poremski, D., Magadi, H., Goveas, R., Ng, L. L., Chong, S. A., & Subramaniam, M. (2021) · The Gerontologist · doi:10.1093/geront/gnaa080 · Cited by 35 · see citing works
Barakat, Z., Sacre, H., El Khatib, S., Abou Abbas, L., Barakat, M., Salameh, P., & Rachidi, S. (2026) · PLOS One · doi:10.1371/journal.pone.0340972 · Cited by 2 · see citing works
“For instance, a study involving caregivers of dependent older adults reported a significant positive association between increased perceived social support from family and relatives and the likelihood of using emotion-focused coping strategies [14].”
Influential
- Authors
- Lin, I.-F., & Wu, H.-S.
- Affiliations
- Bowling Green State University (US)
- Corresponding author
- Lin, I-Fen
- ORCID
- Lin, I-Fen
- Venue
- Research on Aging
- Publisher
- SAGE Publications
- Published
- 2013-12-11
- Volume
- 36
- Issue
- 5
- Pages
- 603-624
- ISSN
- 0164-0275 (ISSN-L)
- 1552-7573
- PMC
- PMC4318268
- OpenAlex
- W2169110702
- Cited by
- 18
- References
- 46
- Citations by year
- 2026: 1 · 2025: 1 · 2024: 2 · 2022: 3 · 2021: 4 · 2020: 1 · 2018: 1 · 2016: 3 · 2015: 2
- FWCI
- 3.15
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Research on Aging (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institutes of Health
- Eunice Kennedy Shriver National Institute of Child Health and Human Development (R24HD050959)
- Topics
- Health Sciences › Health Professions › Pharmacy › Nursing care and research
- Social Sciences › Sociology and Political Science › Intergenerational Family Dynamics and Caregiving
- Health Sciences › Health Professions › General Health Professions › Aging, Elder Care, and Social Issues
- Keywords
- family caregivers, coping strategies, frail elderly, caregiver stress, social resources, personal resources, latent class analysis, emotional coping, problem-focused coping
- MeSH terms
- Activities of Daily Living, Adaptation, Psychological, Adult, Aged, Aged, 80 and over, Attitude to Health, Family Relations, Female, Humans, Male, Middle Aged, Quality of Life, Social Support, United States, Frail Elderly, Caregivers, Young Adult
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review