Why are older adults victims of fraud? Current knowledge and prospects regarding older adults’ vulnerability to fraud
Abstract
Older adults are disproportionately targeted by various kinds of fraud, which result in irreversible economic losses and great psychological distress. Over the past years, researchers have conducted systematic research on the prevalence, under-reporting, and research methods of fraud victimization in older adults. Research paradigms regarding fraud victimization among older adults have mainly included cognitive, emotion regulation and motivation, and comprehensive paradigms. Factors shown to influence fraud victimization among older adults include cognitive decline, emotional regulation and motivational changes, their overly trusting nature, psychological vulnerability, social isolation, risk-taking, and a lack of knowledge and information regarding fraud prevention. Based on a review of the literature, future research can benefit from constructing a comprehensive fraud victimization theory, improving research methods, extending existing research, exploring physiological mechanisms of elderly fraud, and strengthening prevention and intervention efforts.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
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?
According to research, most scam victims do not have dementia, although cognitive decline may apply.
“According to research, most scam victims do not have dementia (James et al. 2014), although cognitive decline may apply (DeLiema et al. 2020; Shao et al. 2019).”
From “If We Don’t Listen to Them, We Make Them Lose More than Money:” Exploring Reasons for Underreporting and the Needs of Older Scam Victims (2023) · cites this paper as Shao et al. 2019
Cites
The Influence of a Sense of Time on Human Development
Carstensen, L. L. (2006) · Science · doi:10.1126/science.1127488 · Cited by 2,554 · see citing works
Financial literacy around the world: an overview
LUSARDI, A., & MITCHELL, O. S. (2011) · Journal of Pension Economics and Finance · doi:10.1017/s1474747211000448 · Cited by 2,000 · see citing works
Socioemotional selectivity theory and the regulation of emotion in the second half of life
Carstensen, L. L., Fung, H. H., & Charles, S. T. (2003) · Motivation and Emotion · doi:10.1023/a:1024569803230 · Cited by 1,978 · see citing works
Aging and motivated cognition: the positivity effect in attention and memory
Mather, M., & Carstensen, L. L. (2005) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2005.08.005 · Cited by 1,910 · see citing works
Time counts: Future time perspective, goals, and social relationships.
Lang, F. R., & Carstensen, L. L. (2002) · Psychology and Aging · doi:10.1037/0882-7974.17.1.125 · Cited by 1,228 · see citing works
At the Intersection of Emotion and Cognition: Aging and the Positivity Effect
Carstensen, L. L., & Mikels, J. A. (2005) · Current Directions in Psychological Science · doi:10.1111/j.0963-7214.2005.00348.x · Cited by 1,007 · see citing works
Aging and attentional biases for emotional faces
Mather, M., & Carstensen, L. L. (2003) · Psychological Science · doi:10.1111/1467-9280.01455 · Cited by 808 · see citing works
Zhang, H., & Maloney, L. T. (2012) · Frontiers in Neuroscience · doi:10.3389/fnins.2012.00001 · Cited by 679 · see citing works
THE JOURNAL OF THE AMERICAN GERIATRICS SOCIETY
(1953) · Journal of the American Geriatrics Society · doi:10.1111/j.1532-5415.1953.tb02967.x · Cited by 625 · see citing works
Financial Literacy and Planning: Implications for Retirement Well-being
Lusardi, A., & Mitchell, O. S. (2011) · Oxford University Press eBooks · doi:10.1093/acprof:oso/9780199696819.003.0002 · Cited by 510 · see citing works
Age Differences in Exposure and Reactions to Interpersonal Tensions: A Daily Diary Study.
Birditt, K. S., Fingerman, K. L., & Almeida, D. M. (2005) · Psychology and Aging · doi:10.1037/0882-7974.20.2.330 · Cited by 431 · see citing works
Anticipation of monetary gain but not loss in healthy older adults
Samanez-Larkin, G. R., Gibbs, S. E. B., Khanna, K., Nielsen, L., Carstensen, L. L., & Knutson, B. D. (2007) · Nature Neuroscience · doi:10.1038/nn1894 · Cited by 392 · see citing works
Old Age and the Decline in Financial Literacy
Finke, M. S., Howe, J. S., & Huston, S. J. (2017) · Management Science · doi:10.1287/mnsc.2015.2293 · Cited by 347 · see citing works
Assessing Financial Capacity in Patients With Alzheimer Disease
Marson, D. C., Sawrie, S. M., Snyder, S., McInturff, B., Stalvey, T. J., Boothe, A., Aldridge, T., Chatterjee, A. K., & Harrell, L. E. (2000) · Archives of Neurology · doi:10.1001/archneur.57.6.877 · Cited by 340 · see citing works
Consumer decision making and aging: Current knowledge and future directions
Yoon, C., Cole, C. A., & Lee, M. P. (2009) · Journal of Consumer Psychology · doi:10.1016/j.jcps.2008.12.002 · Cited by 314 · see citing works
Correlates of susceptibility to scams in older adults without dementia
James, B. D., Boyle, P. A., & Bennett, D. A. (2014) · Journal of Elder Abuse & Neglect · doi:10.1080/08946566.2013.821809 · Cited by 280 · see citing works
Not a victimless crime: The impact of fraud on individual victims and their families
Button, M., Lewis, C., & Tapley, J. (2014) · Security Journal · doi:10.1057/sj.2012.11 · Cited by 268 · see citing works
Unpleasant situations elicit different emotional responses in younger and older adults.
Charles, S. T., & Carstensen, L. L. (2008) · Psychology and Aging · doi:10.1037/a0013284 · Cited by 258 · see citing works
Age Differences in Information Processing: Understanding Deficits in Young and Elderly Consumers
John, D. R., & Cole, C. (1986) · Journal of Consumer Research · doi:10.1086/209070 · Cited by 257 · see citing works
Burnes, D., Henderson, C. R., Sheppard, C., Zhao, R., Pillemer, K., & Lachs, M. S. (2017) · American Journal of Public Health · doi:10.2105/ajph.2017.303821 · Cited by 237 · see citing works
Neural and behavioral bases of age differences in perceptions of trust
Castle, E., Eisenberger, N. I., Seeman, T. E., Moons, W. G., Boggero, I. A., Grinblatt, M. S., & Taylor, S. E. (2012) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1218518109 · Cited by 231 · see citing works
Boyle, P. A., Yu, L., Wilson, R. S., Gamble, K. J., Buchman, A. S., & Bennett, D. A. (2012) · PLoS ONE · doi:10.1371/journal.pone.0043647 · Cited by 215 · see citing works
The Orbitofrontal Cortex, Real‐World Decision Making, and Normal Aging
Denburg, N. L., Cole, C. A., HERNANDEZ, M., Yamada, T. H., Tranel, D., Bechara, A., & Wallace, R. B. (2007) · Annals of the New York Academy of Sciences · doi:10.1196/annals.1401.031 · Cited by 210 · see citing works
Victimization of Persons by Fraud
Titus, R. M., Heinzelmann, F., & Boyle, J. M. (1995) · Crime & Delinquency · doi:10.1177/0011128795041001004 · Cited by 200 · see citing works
Financial Exploitation of Older Adults: A Population-Based Prevalence Study
Peterson, J. C., Burnes, D. P. R., Caccamise, P. L., Mason, A., Henderson, C., Wells, M. T., Berman, J., Cook, A. M., Shukoff, D., Brownell, P., et al. (2014) · Journal of General Internal Medicine · doi:10.1007/s11606-014-2946-2 · Cited by 179 · see citing works
A route to well-being: Intelligence versus wise reasoning.
Grossmann, I., Na, J., Varnum, M. E. W., Kitayama, S., & Nisbett, R. E. (2012) · Journal of Experimental Psychology General · doi:10.1037/a0029560 · Cited by 171 · see citing works
Age Differences in Trust: An Investigation Across 38 Countries
Li, T., & Fung, H. H.-L. (2012) · The Journals of Gerontology Series B · doi:10.1093/geronb/gbs072 · Cited by 167 · see citing works
A Review of Decision-Making Processes: Weighing the Risks and Benefits of Aging
Mather, M. (2006) · MPG.PuRe (Max Planck Society) · Cited by 159 · see citing works
Is psychological vulnerability related to the experience of fraud in older adults?
Lichtenberg, P. A., Stickney, L., & Paulson, D. (2013) · Clinical Gerontologist · doi:10.1080/07317115.2012.749323 · Cited by 146 · cited 1× · see citing works
“A similar study by Lichtenberg et al. (2013) also found that older adults with psychological vulnerability were approximately three times as likely to be victims of fraud, thus highlighting the importance of considering psychological vulnerability in determining susceptibility to fraud.”
Boyle, P. A., Yu, L., Wilson, R. S., Segawa, E., Buchman, A. S., & Bennett, D. A. (2013) · Psychology and Aging · doi:10.1037/a0033103 · Cited by 146 · see citing works
Consumer Vulnerability to Fraud: Influencing Factors
LEE, J., & SOBERON‐FERRER, H. (1997) · Journal of Consumer Affairs · doi:10.1111/j.1745-6606.1997.tb00827.x · Cited by 146 · see citing works
Ross, M., Grossmann, I., & Schryer, E. (2014) · Perspectives on Psychological Science · doi:10.1177/1745691614535935 · Cited by 133 · see citing works
Spreng, R. N., Karlawish, J. H., & Marson, D. C. (2016) · Journal of Elder Abuse & Neglect · doi:10.1080/08946566.2016.1237918 · Cited by 131 · see citing works
Lichtenberg, P. A., Sugarman, M. A., Paulson, D., Ficker, L. J., & Rahman-Filipiak, A. (2016) · Clinical Gerontologist · doi:10.1080/07317115.2015.1101632 · Cited by 127 · see citing works
Emotional arousal may increase susceptibility to fraud in older and younger adults.
Kircanski, K., Notthoff, N., DeLiema, M., Samanez-Larkin, G. R., Shadel, D., Mottola, G., Carstensen, L. L., & Gotlib, I. H. (2018) · Psychology and Aging · doi:10.1037/pag0000228 · Cited by 120 · see citing works
Fischer, P., Lea, S. E. G., & Evans, K. M. (2013) · Journal of Applied Social Psychology · doi:10.1111/jasp.12158 · Cited by 118 · see citing works
Mild Cognitive Impairment and Susceptibility to Scams in Old Age
Han, S. D., Boyle, P. A., James, B. D., Yu, L., & Bennett, D. A. (2015) · Journal of Alzheimer's Disease · doi:10.3233/jad-150442 · Cited by 117 · see citing works
Asp, E. W., Manzel, K. W., Koestner, B. P., Cole, C. A., Denburg, N. L., & Tranel, D. (2012) · Frontiers in Neuroscience · doi:10.3389/fnins.2012.00100 · Cited by 115 · see citing works
The Effects of Loneliness on Telemarketing Fraud Vulnerability Among Older Adults
Alves, L. M., & Wilson, S. R. (2008) · Journal of Elder Abuse & Neglect · doi:10.1300/j084v20n01_04 · Cited by 110 · see citing works
Learning to choose: Cognitive aging and strategy selection learning in decision making.
Mata, R., von Helversen, B., & Rieskamp, J. (2010) · Psychology and Aging · doi:10.1037/a0018923 · Cited by 96 · see citing works
Studying the correlates of fraud victimization and reporting
Schoepfer, A., & Piquero, N. L. (2009) · Journal of Criminal Justice · doi:10.1016/j.jcrimjus.2009.02.003 · Cited by 94 · see citing works
Consumer Behavior in Later Life: Multidisciplinary Contributions and Implications for Research
Moschis, G. P. (1994) · Journal of the Academy of Marketing Science · doi:10.1177/0092070394223001 · Cited by 92 · see citing works
Exposing Financial Exploitation of Impaired Elderly Persons
Tueth, M. J. (2000) · American Journal of Geriatric Psychiatry · doi:10.1097/00019442-200005000-00004 · Cited by 92 · see citing works
Credulity and gullibility in people with developmental disorders: A framework for future research
Greenspan, S., Loughlin, G., & Black, R. S. (2001) · International review of research in mental retardation · doi:10.1016/s0074-7750(01)80007-0 · Cited by 82 · see citing works
Reporting behavior of fraud victims and black's theory of law: An empirical assessment
Copes, H., Kerley, K. R., Mason, K. A., & Van Wyk, J. (2001) · Justice Quarterly · doi:10.1080/07418820100094931 · Cited by 75 · see citing works
Age-Associated Financial Vulnerability: An Emerging Public Health Issue
Lachs, M. S., & Han, S. (2015) · Annals of Internal Medicine · doi:10.7326/m15-0882 · Cited by 75 · see citing works
Elderly Consumers’ Receptiveness to Telemarketing Fraud
Lee, J., & Geistfeld, L. V. (1999) · Journal of Public Policy & Marketing · doi:10.1177/074391569901800207 · Cited by 73 · see citing works
Spreng, R. N., Cassidy, B. N., Darboh, B. S., DuPré, E., Lockrow, A. W., Setton, R., & Turner, G. R. (2017) · The Journals of Gerontology Series A · doi:10.1093/gerona/glx051 · Cited by 70 · see citing works
Investigating Vulnerability and Reporting Behavior for Consumer Fraud Victimization
Wyk, J. A. V., & Mason, K. A. (2001) · Journal of Contemporary Criminal Justice · doi:10.1177/1043986201017004003 · Cited by 68 · see citing works
Financial Literacy and Financial Decision-Making in Older Adults
Lusardi, A. (2012) · Generations · Cited by 66 · see citing works
Financial exploitation, financial capacity, and Alzheimer’s disease.
Lichtenberg, P. A. (2016) · American Psychologist · doi:10.1037/a0040192 · Cited by 65 · see citing works
The psychology of scams: Provoking and committing errors of judgement
Lea, S. E. G., Fischer, P., & Evans, K. M. (2009) · Figshare · Cited by 65 · see citing works
Prevalence of Mental Disorders after Catastrophic Financial Loss
Ganzini, L. K., McFarland, B. H., & Cutler, D. (1990) · The Journal of Nervous and Mental Disease · doi:10.1097/00005053-199011000-00002 · Cited by 63 · see citing works
Forewarning Reduces Fraud Susceptibility in Vulnerable Consumers
Scheibe, S., Notthoff, N., Menkin, J. A., Ross, L., Shadel, D., Deevy, M., & Carstensen, L. L. (2014) · Basic and Applied Social Psychology · doi:10.1080/01973533.2014.903844 · Cited by 63 · see citing works
The effect of social support on fraud victims' reporting behavior: A research note
Mason, K. A., & Benson, M. L. (1996) · Justice Quarterly · doi:10.1080/07418829600093071 · Cited by 56 · see citing works
Exploitation in Older Adults: Social Vulnerability and Personal Competence Factors
Pinsker, D. M., McFarland, K. A., & Pachana, N. A. (2009) · Journal of Applied Gerontology · doi:10.1177/0733464809346559 · Cited by 55 · see citing works
Consumer Fraud Victimization in Florida: An Empirical Study
Holtfreter, K., Reisig, M. D., & Blomberg, T. G. (2006) · bepress Legal Repository · Cited by 36 · see citing works
Collaboration Is Essential: King County's Response to a Case of Elder Abuse and Exploitation
Ulrey, P. B., & Brandl, B. (2012) · Generations · Cited by 22 · see citing works
The psychology of consumer fraud
Shadel, D., & Schweitzer-Pak, K. B. (2007) · Research portal (Tilburg University) · Cited by 21 · see citing works
Coping with Consumer Fraud: The Need for a Paradigm Shift
Friedman, M. P. (1998) · Journal of Consumer Affairs · doi:10.1111/j.1745-6606.1998.tb00397.x · Cited by 21 · see citing works
The Victimisation of Older Australians
Carcach, C. A., Graycar, A., & Muscat, G. (2001) · Trends and issues in crime and criminal justice · Cited by 20 · see citing works
"Winning and losing": vulnerability to mass marketing fraud
Olivier, S., Burls, T., Fenge, L., & Brown, K. (2015) · The Journal of Adult Protection · doi:10.1108/jap-02-2015-0002 · Cited by 19 · see citing works
Impact of E-commerce on Consumers and Small Firms
Basu, S. (2007) · Cited by 18 · see citing works
Cohen, C. A. (2008) · Dementia · doi:10.1177/1471301208093284 · Cited by 10 · see citing works
Older adults and fraud: Suggestions for policy and practice
DaDalt, O. (2016) · Journal of Economic & Financial Studies · doi:10.18533/jefs.v4i3.229 · Cited by 9 · see citing works
Flagged first, then by citations
3 of the 68 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Payne, B. K. (2020) · American Journal of Criminal Justice · doi:10.1007/s12103-020-09532-6 · Cited by 84 · see citing works
How do Older Adults feel about engaging with Cyber‐Security?
Morrison, B. A., Coventry, L., & Briggs, P. (2021) · Human Behavior and Emerging Technologies · doi:10.1002/hbe2.291 · Cited by 79 · see citing works
Consumer Fraud against Older Adults in Digital Society: Examining Victimization and Its Impact
Kemp, S., & Erades Pérez, N. (2023) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph20075404 · Cited by 70 · see citing works
Ten questions concerning smart and healthy built environments for older adults
Kumar, S., Underwood, S. H., Masters, J., Manley, N. A., Konstantzos, I., Lau, J., Haller, R., & Wang, L. M. (2023) · Building and Environment · doi:10.1016/j.buildenv.2023.110720 · Cited by 59 · see citing works
The Scams Among Us: Who Falls Prey and Why
Hanoch, Y., & Wood, S. (2021) · Current Directions in Psychological Science · doi:10.1177/0963721421995489 · Cited by 53 · see citing works
Lichtenberg, P. A., Campbell, R., Hall, L., & Gross, E. (2020) · The Gerontologist · doi:10.1093/geront/gnaa020 · Cited by 46 · see citing works
Who Is Next? A Study on Victims of Financial Fraud in Japan
Kadoya, Y., Khan, M. S. R., Narumoto, J., & WATANABE, S. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.649565 · Cited by 46 · see citing works
Perceived Types, Causes, and Consequences of Financial Exploitation: Narratives From Older Adults
Nguyen, A. L., Mosqueda, L. A., Windisch, N., Weissberger, G. H., Axelrod, J., & Han, S. D. (2021) · The Journals of Gerontology Series B · doi:10.1093/geronb/gbab010 · Cited by 49 · see citing works
Financial Fraud and Deception in Aging
Ebner, N. C., Pehlivanoglu, D., & Shoenfelt, A. (2023) · Advances in Geriatric Medicine and Research · doi:10.20900/agmr20230007 · Cited by 44 · see citing works
Longitudinal Study of Depression on Amnestic Mild Cognitive Impairment and Financial Capacity
Giannouli, V., Stamovlasis, D., & Tsolaki, M. (2022) · Clinical Gerontologist · doi:10.1080/07317115.2021.2017377 · Cited by 42 · see citing works
Wen, J., Yang, H., Zhang, Q., & Shao, J.-J. (2022) · Journal of Elder Abuse & Neglect · doi:10.1080/08946566.2021.2024105 · Cited by 39 · see citing works
Self-citationMorrison, B. A., Coventry, L., & Briggs, P. (2020) · Frontiers in Psychology · doi:10.3389/fpsyg.2020.00623 · Cited by 45 · see citing works
Fareri, D. S., Hackett, K., Tepfer, L. J., Kelly, V., Henninger, N. M., Reeck, C., Giovannetti, T., & Smith, D. V. (2022) · NeuroImage · doi:10.1016/j.neuroimage.2022.119267 · Cited by 32 · see citing works
Integrating Individual Factors to Construct Recognition Models of Consumer Fraud Victimization
Xu, L., Wang, J., Xu, D., & Xu, D. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19010461 · Cited by 31 · see citing works
Vulnerability of Older Adults to Government Impersonation Scams
Yu, L., Mottola, G. R., Kieffer, C. N., Mascio, R., Valdes, O. M., Bennett, D. A., & Boyle, P. A. (2023) · JAMA Network Open · doi:10.1001/jamanetworkopen.2023.35319 · Cited by 30 · see citing works
Yu, S.-J., Kuo, C.-T., & Tseng, Y.-C. (2022) · Journal of Applied Gerontology · doi:10.1177/07334648221121775 · Cited by 32 · see citing works
Recognising Diversity in Older Adults' Cybersecurity Needs
Morrison, B. A., Nicholson, J., Coventry, L., & Briggs, P. (2023) · International Conference on Information Technology for Social Good (GoodIT) · doi:10.1145/3582515.3609565 · Cited by 29 · see citing works
Bullying in Old Age: A Qualitative Study on Older Adults’ Perceptions About Being Bullied
von Humboldt, S., Ribeiro-Gonçalves, J. A., & Leal, I. M. P. (2020) · Journal of Interpersonal Violence · doi:10.1177/0886260520943709 · Cited by 32 · see citing works
Parti, K., & Tahir, F. (2023) · Social Sciences · doi:10.3390/socsci12050264 · Cited by 32 · see citing works
“According to research, most scam victims do not have dementia (James et al. 2014), although cognitive decline may apply (DeLiema et al. 2020; Shao et al. 2019).”
Nolte, J., Hanoch, Y., Wood, S. A., & Hengerer, D. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.789883 · Cited by 26 · see citing works
Aging and Financial Exploitation Risk
Spreng, R. N., Ebner, N. C., Levin, B. E., & Turner, G. R. (2021) · Springer eBooks · doi:10.1007/978-3-030-67565-3_5 · Cited by 27 · see citing works
Rey, L., López, S. F., & Álvarez‐Espiño, M. (2024) · International Journal of Bank Marketing · doi:10.1108/ijbm-03-2023-0169 · Cited by 27 · see citing works
Dadà, C. B., Colautti, L., Rosi, A., Cavallini, E., Antonietti, A., & Iannello, P. (2025) · Computers in Human Behavior · doi:10.1016/j.chb.2025.108734 · Cited by 25 · see citing works
Lazarus, S. I., Tickner, P., & McGuire, M. R. (2025) · Security Journal · doi:10.1057/s41284-025-00482-4 · Cited by 27 · see citing works
Fraud victimization across the lifespan: evidence on repeat victimization using perpetrator data
DeLiema, M., Langton, L. L., Brannock, M. D., & Preble, E. A. (2024) · Journal of Elder Abuse & Neglect · doi:10.1080/08946566.2024.2321923 · Cited by 23 · see citing works
Food fraud prevention strategies: Building an effective verification ecosystem
Manning, L., Macleod, A., James, C., Thompson, M., Oyeyinka, S. A., Cowen, N., Skoczylis, J. J., & Onarinde, B. A. (2024) · Comprehensive Reviews in Food Science and Food Safety · doi:10.1111/1541-4337.70036 · Cited by 21 · see citing works
Examining Health and Wealth Correlates of Perceived Financial Vulnerability: A Normative Study
Lichtenberg, P. A., Paulson, D. L., & Han, S. D. (2020) · Innovation in Aging · doi:10.1093/geroni/igaa039 · Cited by 21 · see citing works
Problems with Social Cognition and Decision-Making in Huntington’s Disease: Why Is it Important?
Mason, S., Schaepers, M., & Barker, R. A. (2021) · Brain Sciences · doi:10.3390/brainsci11070838 · Cited by 20 · see citing works
Vulnerability and fraud: evidence from the COVID-19 pandemic
Zhang, Y., Wu, Q., Zhang, T., & Yang, L. (2022) · Humanities and Social Sciences Communications · doi:10.1057/s41599-022-01445-5 · Cited by 20 · see citing works
Chen, H., He, M., & Peng, L. (2024) · Telematics and Informatics · doi:10.1016/j.tele.2024.102208 · Cited by 19 · see citing works
Association of Amyloid-β Pathology with Decision Making and Scam Susceptibility
Kapasi, A., Yu, L., Stewart, C. C., Schneider, J. A., Bennett, D. A., & Boyle, P. A. (2021) · Journal of Alzheimer s Disease · doi:10.3233/jad-210356 · Cited by 19 · see citing works
How Frauds in Times of Crisis Target People
Taodang, D., & Gundur, R. V. (2022) · Victims & Offenders · doi:10.1080/15564886.2022.2043968 · Cited by 18 · see citing works
Lee, C. S., & Kim, J. H. (2020) · Computers & Security · doi:10.1016/j.cose.2020.101995 · Cited by 18 · see citing works
Zhai, Y., Xue, X., Guo, Z., Jin, T., Diao, Y., & Jeung, J. (2025) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3706598.3714423 · Cited by 17 · see citing works
Alagood, J., Prybutok, G. T., & Prybutok, V. R. (2023) · Information · doi:10.3390/info14060346 · Cited by 19 · see citing works
Psychological predictors of online fraud victimhood in China: a machine learning approach
Xu, L., Wen, X., Wang, J., Li, S., Shi, J., & Qian, X.-Y. (2024) · Psychology, Crime & Law · doi:10.1080/1068316x.2024.2389187 · Cited by 11 · see citing works
Examining older adults’ vulnerability to online health scams: insights from routine activity theory
Chen, H., He, M., Xu, X., & Atkin, D. J. (2025) · Frontiers in Public Health · doi:10.3389/fpubh.2025.1585851 · Cited by 15 · see citing works
Lu, J., Liu, Y., Lv, T., & Meng, L. (2023) · International Journal of Human-Computer Interaction · doi:10.1080/10447318.2023.2266793 · Cited by 14 · see citing works
Causes and consequences of quack medicine in health care: a scoping review of global experience
Amir-Azodi, A., Setayesh, M., Bazyar, M., Ansari, M., & Yazdi‐Feyzabadi, V. (2024) · BMC Health Services Research · doi:10.1186/s12913-023-10520-9 · Cited by 13 · see citing works
Xin, Y., Xia, Y., & Chai, Y. (2024) · Criminology & Criminal Justice · doi:10.1177/17488958241257860 · Cited by 13 · see citing works
Older Adults and the Digital Divide in Romania: Implications for the COVID‐19 Pandemic
Ivan, L., & Cutler, S. J. (2021) · Journal of Elder Policy · doi:10.18278/jep.1.3.5 · Cited by 13 · see citing works
Association of Stroke and Cerebrovascular Pathologies With Scam Susceptibility in Older Adults
Kapasi, A., Schneider, J. A., Yu, L., Lamar, M., Bennett, D. A., & Boyle, P. A. (2022) · JAMA Neurology · doi:10.1001/jamaneurol.2022.3711 · Cited by 13 · see citing works
Wahid, S. D. M., Buja, A. G., Jono, M. N. H. H., & Aziz, A. A. (2021) · International Journal of Advanced Technology and Engineering Exploration · doi:10.19101/ijatee.2020.s1762116 · Cited by 13 · see citing works
Chen, Y., He, H., Lin, W., Yang, J., Tan, S.-P., Tao, W., Guan, Q., & Krüeger, F. (2023) · Human Brain Mapping · doi:10.1002/hbm.26385 · Cited by 12 · see citing works
Wang, X., Ma, J., Liang, Y., Ma, L., & Liu, P. (2023) · Public Health · doi:10.1016/j.puhe.2023.01.002 · Cited by 11 · see citing works
Deng, Y., He, C., Zou, Y., & Li, B. (2025) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3706598.3714137 · Cited by 13 · see citing works
Enhancing Personalised Cybersecurity Guidance for Older Adults in Ireland
Sheil, A., Camilleri, J., Cronin, M., Gruben, M., O’Keeffe, M., Murray, H., & Das, S. (2024) · ACM Conference on Computer Supported Cooperative Work (CSCW) · doi:10.1145/3678884.3681894 · Cited by 11 · see citing works
Sunderaraman, P., Lee, S., Varangis, E. M. L., Habeck, C. G., Chapman, S., Joyce, J. L., Hartstone, W. G., Brickman, A. M., Stern, Y., & Cosentino, S. (2021) · Brain Imaging and Behavior · doi:10.1007/s11682-021-00590-w · Cited by 11 · see citing works
Health Fraud against the Elderly in China: The Perspective of Vulnerability Manipulation
Zhou, Y., Xu, J., Wu, S., & Zhu, S. (2023) · Victims & Offenders · doi:10.1080/15564886.2023.2211570 · Cited by 11 · see citing works
Understanding Health Fraud Offenders in China: An Emotional Labour Perspective
Xu, J., Sun, G., Wu, S., Zhu, S., & Zhou, Y. (2023) · Asian Journal of Law and Society · doi:10.1017/als.2023.14 · Cited by 10 · see citing works
Chen, Y., He, H., Ding, Y., Tao, W., Guan, Q., & Krüeger, F. (2024) · NeuroImage · doi:10.1016/j.neuroimage.2024.120605 · Cited by 9 · see citing works
“Why did I fall for it?” Exploring internet fraud susceptibility in the pig butchering scam
Xie, Z., & Duan, Z. (2024) · Security Journal · doi:10.1057/s41284-024-00457-x · Cited by 10 · see citing works
Hancock, D. W., Czaja, S. J., & Beach, S. R. (2025) · Sage Open Aging · doi:10.1177/30495334251327509 · Cited by 9 · see citing works
Kasim, E. S., Awalludin, N. R., Zainal, N., Ismail, A., & Shukri, N. H. A. (2023) · Journal of Financial Crime · doi:10.1108/jfc-04-2023-0080 · Cited by 9 · see citing works
Bahadori, F., Momtaz, Y. A., Shahboulaghi, F. M., & Zandieh, Z. (2024) · Educational Gerontology · doi:10.1080/03601277.2024.2397575 · Cited by 9 · see citing works
Langton, L. L., DeLiema, M., Brannock, M. D., & Preble, E. A. (2024) · The British Journal of Criminology · doi:10.1093/bjc/azae033 · Cited by 8 · see citing works
Digital Media Victimization Among Older Adults in Upper-Southern Thailand
Pituk, P., Chutipattana, N., Laor, P., Sukdee, T., Kittikun, J., Jitwiratnukool, W., Fajriyah, R., & Ayudhaya, W. S. N. (2025) · Informatics · doi:10.3390/informatics12010024 · Cited by 8 · see citing works
From medium to risk factor: How crypto investment elevates fraud victimization
Bai, Z., & Wang, P. (2025) · Finance research letters · doi:10.1016/j.frl.2025.108592 · Cited by 8 · see citing works
Vulnerability of Older Adults in the Context of Food Purchase
Branco, T. V. C., & Alfinito, S. (2023) · Journal of Macromarketing · doi:10.1177/02761467231209896 · Cited by 8 · see citing works
Idárraga-Cabrera, C., Dueñas, J.-M., Martínez–González, M. B., Navarro-Blanco, R., Coria, M. D. C. D., & Pino, M. (2020) · Behavioral Sciences · doi:10.3390/bs10120189 · Cited by 8 · see citing works
Lim, Y. X., Yap, X. Y., Domingo, R. V. C., Tan, Y., Tan, P. C., & Wu, X. V. (2025) · Nursing and Health Sciences · doi:10.1111/nhs.70056 · Cited by 7 · see citing works
Cyber-enabled imposter scams against older adults in the United States
Shapiro, L. R. (2025) · Security Journal · doi:10.1057/s41284-025-00483-3 · Cited by 7 · see citing works
Brancale, J. N., & Blomberg, T. G. (2022) · Journal of Research in Crime and Delinquency · doi:10.1177/00224278221107516 · Cited by 7 · see citing works
Predictors of fraud victimization among the older adults in China: A machine learning analysis
Xu, L., Xu, J., Tang, Y., Li, H., & Xiang-ming, W. (2025) · Legal and Criminological Psychology · doi:10.1111/lcrp.70008 · Cited by 5 · see citing works
Cross-Validation of the Financial Exploitation Vulnerability Scale
Moray, J., & Lichtenberg, P. A. (2024) · Clinical Gerontologist · doi:10.1080/07317115.2024.2407581 · Cited by 5 · see citing works
Contact-Fraud Victimization among Urban Seniors: An Analysis of Multilevel Influencing Factors
Zhang, C., Liu, L., Zhou, S., Feng, J., Chen, J., & Xiao, L. (2022) · ISPRS International Journal of Geo-Information · doi:10.3390/ijgi11030201 · Cited by 5 · see citing works
Fung, N. L. K., Fung, H. H.-L., Chu, L., & Gong, X. (2023) · Innovation in Aging · doi:10.1093/geroni/igad051 · Cited by 5 · see citing works
Older Adults’ Evaluations of Mobile Apps: Insights from a Mobility App-based Solution
Chua, C. S. W., Lim, W. M., Teh, P., & Pedell, S. (2022) · IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) · doi:10.1109/ieem55944.2022.9989960 · Cited by 5 · see citing works
Barber, P., Soubutts, E., Knowles, B., & Singh, A. (2025) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3706598.3713160 · Cited by 4 · see citing works
Getz, S. J., Levin, B. E., & Galvin, J. E. (2024) · Journal of Alzheimer s Disease · doi:10.3233/jad-231194 · Cited by 4 · see citing works
Carminati, J.-Y. J., Wiley, J. F., Ponsford, J. L., & Gould, K. R. (2025) · Cyberpsychology Behavior and Social Networking · doi:10.1089/cyber.2024.0435 · Cited by 6 · see citing works
India’s Call-Center Frauds: A Neocolonial Perspective on Organized Crime
Gilmour, P. M., Pandey, D., Button, M., Lazarus, S. I., Hock, B., & Sabia, J. B. (2026) · Journal of White Collar and Corporate Crime · doi:10.1177/2631309x261463252 · Cited by 4 · see citing works
Novel methods for assessment of vulnerability to financial exploitation (FE)
Beach, S. R., Czaja, S. J., & Schulz, R. (2023) · Journal of Elder Abuse & Neglect · doi:10.1080/08946566.2023.2281672 · Cited by 5 · see citing works
Xu, L., Xu, M., Sun, Z., Xu, L., & Li, H. (2024) · Deviant Behavior · doi:10.1080/01639625.2024.2365346 · Cited by 4 · see citing works
Social capital and financial fraud among the elderly
Yao, W., Tang, M., Liu, Z., & Ni, M. (2025) · International Review of Financial Analysis · doi:10.1016/j.irfa.2025.104035 · Cited by 4 · see citing works
Psychological, social, and health-related factors predict risk for financial exploitation
Yang, Y., Hackett, K., Katta, S. A., Ludwig, R. M., Jarcho, J. M., Giovannetti, T., Fareri, D. S., & Smith, D. V. (2025) · Communications Psychology · doi:10.1038/s44271-025-00266-x · Cited by 4 · see citing works
Kasim, E. S., Muda, S., Zin, N. M., Padil, H. M., Ismail, N., & Yusuf, S. N. S. (2025) · Journal of Criminological Research Policy and Practice · doi:10.1108/jcrpp-04-2025-0030 · Cited by 4 · see citing works
Glover, C. M., Yu, L., Stewart, C. C., Wilson, R. S., Bennett, D. A., Lamar, M., & Boyle, P. A. (2022) · Aging & Mental Health · doi:10.1080/13607863.2022.2087206 · Cited by 4 · see citing works
Risk perceptions and safe behaviours on the internet among older adults in India
Datti, R. S., Mishra, N., Sirisety, M., & Tewari, A. (2025) · Security Journal · doi:10.1057/s41284-025-00480-6 · Cited by 3 · see citing works
Сафуанов, Ф. С., & Shirokova, V. V. (2025) · Psychology and Law · doi:10.17759/psylaw.2025150201 · Cited by 3 · see citing works
Cybersecurity Concerns of Older Irish Adults: A Comparison Across High, Medium and Low Tech Usage
O’Keeffe, M., Camilleri, J., Sheil, A., Das, S., Gruben, M., Cronin, M., Curtin, M., Long, A., & Murray, H. (2025) · European Symposium on Usable Security (EuroUSEC) · doi:10.1109/eurousec69254.2025.00023 · Cited by 3 · see citing works
Who Became Victims of Financial Frauds during the COVID-19 Pandemic in Japan?
Khan, M. S. R., & Kadoya, Y. (2023) · Sustainability · doi:10.3390/su15042865 · Cited by 3 · see citing works
Does difficulty adapting to old age impact the social vulnerability of older adults
Çelikkanat, Ş., ÇAKI, B., & Güngörmüş, Z. (2024) · Educational Gerontology · doi:10.1080/03601277.2024.2324418 · Cited by 3 · see citing works
Attitude Change in Older Adults Fallen for a Special Fraud
Musashi, E., & Hosoda, T. (2021) · Information Engineering Express · doi:10.52731/iee.v7.i2.609 · Cited by 3 · see citing works
Older Adults' Safety and Security Online: A Post-Pandemic Exploration of Attitudes and BehaviorsPreprint
Pacheco, E. (2025) · SSRN Electronic Journal · doi:10.2139/ssrn.5176347 · Cited by 3 · see citing works
The incremental effects of fraud crime on suicide among the elderly in South Korea’s aging society
Kim, S. H., Park, E. S., Lee, S. K., & Cho, Y. I. (2025) · SAGE Open · doi:10.1177/21582440251385886 · Cited by 2 · see citing works
Detection of special scams by emotion analysis
Endo, S., & Tanida, K. (2021) · IEICE Communications Express · doi:10.1587/comex.2021col0025 · Cited by 2 · see citing works
Romance Fraud: Its Repercussions on Victims’ Wellbeing
Gauci, C., & Vella, M. G. (2025) · Women & Criminal Justice · doi:10.1080/08974454.2025.2600304 · Cited by 2 · see citing works
Lukins, R. S., Chitare, N., Arachchilage, N. A. G., Coventry, L., & Nicholson, J. (2025) · European Symposium on Usable Security (EuroUSEC) · doi:10.1109/eurousec69254.2025.00017 · Cited by 2 · see citing works
Spot the Scam: Identifying Email Scams and Scam Susceptibility in Younger and Older Adults
Alberts, K. O., Espiritu, I. J., & Castel, A. D. (2026) · Experimental Aging Research · doi:10.1080/0361073x.2026.2635903 · Cited by 2 · see citing works
Oh, H., Lee, E., Shin, S., Lee, K., Pyun, M., & Lim, H. (2026) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3772318.3791492 · Cited by 3 · see citing works
From swipe to swindle: a narrative review of research on older adult victims of romance fraud
Pope, T., & Seto, C. H.-F. (2026) · Journal of Elder Abuse & Neglect · doi:10.1080/08946566.2026.2690996 · Cited by 2 · see citing works
The Current Situation and Risk Factors of the Fraud among Older Adults
陈, 宇. (2021) · Advances in Social Sciences · doi:10.12677/ass.2021.106198 · Cited by 2 · see citing works
Menezes, M. B., Bora, L. M., & Alves, M. L. V. (2023) · Virtuajus · doi:10.5752/p.1678-3425.2023v8n15p400-413 · Cited by 2 · see citing works
Challenges of conducting qualitative social work research with older adults
Akçay, S., & Koca, E. (2024) · Educational Gerontology · doi:10.1080/03601277.2024.2402037 · Cited by 2 · see citing works
Does Retirement Increase Fraud Exposure and Fraud Victimization? Evidence From China
Liu, Y., & Zhao, J. (2024) · Journal of Applied Gerontology · doi:10.1177/07334648241305319 · Cited by 2 · see citing works
de España, R. A. N. D. M., Ribera-Casado, J. M., & del Nogal, M. L. (2020) · ANALES RANM · doi:10.32440/ar.2019.136.03.rev07 · Cited by 2 · see citing works
Amin, A., Darwanis, D., & Yusmita, F. (2023) · JRAK · doi:10.23969/jrak.v15i2.6631 · Cited by 2 · see citing works
Scheming in Syntax: Analysing Scammer-Victim Conversations in Malaysian E-Commerce Scams
Shah, N. K. M., Aziz, A. A. A., Juned, A. M., Yatim, A. I. A., & Fakhruddin, W. F. W. W. (2024) · 3L The Southeast Asian Journal of English Language Studies · doi:10.17576/3l-2024-3004-04 · Cited by 2 · see citing works
Effects of Free and Targeted Legal Assistance on Financially Exploited Older Adults
Sinha, G. R., Larrison, C. R., & Andres, M. (2021) · Journal of Elder Abuse & Neglect · doi:10.1080/08946566.2021.1891171 · Cited by 2 · see citing works
- Authors
- Shao, J., Zhang, Q., Ren, Y., Li, X., & Lin, T.
- Affiliations
- Southwest University (CN)
- Shaanxi Normal University (CN)
- University of Florida (US)
- Corresponding author
- Shao, Jingjin
- Venue
- Journal of Elder Abuse & Neglect
- Publisher
- Informa UK Limited
- Published
- 2019-05-27
- Volume
- 31
- Issue
- 3
- Pages
- 225-243
- ISSN
- 0894-6566 (ISSN-L)
- 1540-4129
- OpenAlex
- W2948356543
- Cited by
- 151
- References
- 68
- Citations by year
- 2026: 23 · 2025: 37 · 2024: 25 · 2023: 28 · 2022: 12 · 2021: 15 · 2020: 11
- FWCI
- 21.42
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Elder Abuse & Neglect (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Social Science Fund of China (16BSH101)
- Topics
- Social Sciences › Demography › Elder Abuse and Neglect
- Physical Sciences › Computer Science › Information Systems › Cybercrime and Law Enforcement Studies
- Social Sciences › Psychology › Neuropsychology and Physiological Psychology › Aging and Gerontology Research
- Keywords
- fraud victimization, older adults, fraud susceptibility, cognitive decline, emotion regulation, trust, social isolation, fraud prevention
- MeSH terms
- Aged, Aging, Elder Abuse, Fraud, Humans, Crime Victims
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