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Heemskerk A, Lin T, Pehlivanoglu D, Hakim Z, Valdes-Hernandez PA, ten Brinke L, Grilli MD, Wilson RC, Turner GR, Spreng RN, Ebner NC. Interoceptive Accuracy Enhances Deception Detection in Older Adults. J Gerontol B Psychol Sci Soc Sci 2024; 79:gbae151. [PMID: 39297532 PMCID: PMC11500658 DOI: 10.1093/geronb/gbae151] [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: 02/13/2024] [Indexed: 10/26/2024] Open
Abstract
OBJECTIVES Difficulties with deception detection may leave older adults especially vulnerable to fraud. Interoception, that is, the awareness of one's bodily signals, has been shown to influence deception detection, but this relationship has not been examined in aging yet. The present study investigated effects of interoceptive accuracy on 2 forms of deception detection: detecting interpersonal lies in videos and identifying text-based deception in phishing emails. METHODS Younger (18-34 years) and older (53-82 years) adults completed a heartbeat detection task to determine interoceptive accuracy. Deception detection was assessed across 2 distinct, ecologically valid tasks: (i) a lie detection task in which participants made veracity judgments of genuine and deceptive individuals, and (ii) a phishing email detection task to capture online deception detection. Using multilevel logistic regression models, we determined the effect of interoceptive accuracy on lie and phishing detection in younger versus older adults. RESULTS In older, but not younger, adults greater interoceptive accuracy was associated with better accuracy in both detecting deceptive people and phishing emails. DISCUSSION Interoceptive accuracy was associated with both lie detection and phishing detection accuracy among older adults. Our findings identify interoceptive accuracy as a potential protective factor for fraud susceptibility, as measured through difficulty detecting deception. These results support interoceptive accuracy as a relevant factor for consideration in interventions targeted at fraud prevention among older adults.
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Affiliation(s)
- Amber Heemskerk
- Department of Psychology, University of Florida, Gainesville, Florida, USA
- School of Interdisciplinary Forensics, Arizona State University, Phoenix, Arizona, USA
| | - Tian Lin
- Department of Psychology, University of Florida, Gainesville, Florida, USA
| | - Didem Pehlivanoglu
- Department of Psychology, University of Florida, Gainesville, Florida, USA
| | - Ziad Hakim
- Department of Psychology, University of Florida, Gainesville, Florida, USA
| | | | - Leanne ten Brinke
- Department of Psychology, University of British Columbia Okanagan, Kelowna, British Columbia, Canada
| | - Matthew D Grilli
- Department of Psychology, University of Arizona, Tucson, Arizona, USA
| | - Robert C Wilson
- Department of Psychology, University of Arizona, Tucson, Arizona, USA
| | - Gary R Turner
- Department of Psychology, York University, Toronto, Ontario, Canada
| | - R Nathan Spreng
- Department of Neurology and Neurosurgery, McGill University, Montreal, Quebec, Canada
| | - Natalie C Ebner
- Department of Psychology, University of Florida, Gainesville, Florida, USA
- Center for Cognitive Aging and Memory, McKnight Brain Institute, University of Florida, Gainesville, Florida, USA
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Pehlivanoglu D, Shoenfelt A, Hakim Z, Heemskerk A, Zhen J, Mosqueda M, Wilson RC, Huentelman M, Grilli MD, Turner G, Spreng RN, Ebner NC. Phishing vulnerability compounded by older age, apolipoprotein E e4 genotype, and lower cognition. PNAS NEXUS 2024; 3:pgae296. [PMID: 39118834 PMCID: PMC11309394 DOI: 10.1093/pnasnexus/pgae296] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Accepted: 07/08/2024] [Indexed: 08/10/2024]
Abstract
With technological advancements, financial exploitation tactics have expanded into the online realm. Older adults may be particularly susceptible to online scams due to age- and Alzheimer's disease-related changes in cognition. In this study, 182 adults ranging from 18 to 90 years underwent cognitive assessment, genotyping for apolipoprotein E e4 (APOE4), and completed the lab-based Short Phishing Email Suspicion Test (S-PEST) as well as the real-life PHishing Internet Task (PHIT). Across both paradigms, older age predicted heightened susceptibility to phishing, with this enhanced susceptibility pronounced among older APOE4 allele carriers with lower working memory. Additionally, performance in both phishing tasks was correlated in that reduced ability to discriminate between phishing and safe emails in S-PEST predicted greater phishing susceptibility in PHIT. The current study identifies older age, APOE4, and lower cognition as risk factors for phishing vulnerability and introduces S-PEST as an easy-to-administer, ecologically valid tool for assessing phishing susceptibility.
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Affiliation(s)
- Didem Pehlivanoglu
- Department of Psychology, University of Florida, 945 Center Dr, Gainesville, FL 32603, USA
- Florida Institute for National Security, University of Florida, 601 Gale Lemerand Dr, Gainesville, FL 32611, USA
| | - Alayna Shoenfelt
- Department of Psychology, University of Florida, 945 Center Dr, Gainesville, FL 32603, USA
| | - Ziad Hakim
- Department of Psychology, University of Florida, 945 Center Dr, Gainesville, FL 32603, USA
| | - Amber Heemskerk
- Department of Psychology, University of Florida, 945 Center Dr, Gainesville, FL 32603, USA
| | - Jialong Zhen
- Department of Psychology, University of Florida, 945 Center Dr, Gainesville, FL 32603, USA
| | - Mario Mosqueda
- Translational Genomics Research Institute, 445 N 5th St 4th Floor, Phoenix, AZ 85004, USA
| | - Robert C Wilson
- Department of Psychology, University of Arizona, 1503 E. University Blvd., Tucson, AZ 85721, USA
| | - Matthew Huentelman
- Translational Genomics Research Institute, 445 N 5th St 4th Floor, Phoenix, AZ 85004, USA
| | - Matthew D Grilli
- Department of Psychology, University of Arizona, 1503 E. University Blvd., Tucson, AZ 85721, USA
| | - Gary Turner
- Department of Psychology, York University, 4700 Keele St, North York, ON M3J 1P3, Canada
| | - R Nathan Spreng
- Department of Neurology and Neurosurgery, McGill University, 1033 Pine Avenue West, Montreal, QC H3A 1A1, Canada
| | - Natalie C Ebner
- Department of Psychology, University of Florida, 945 Center Dr, Gainesville, FL 32603, USA
- Florida Institute for National Security, University of Florida, 601 Gale Lemerand Dr, Gainesville, FL 32611, USA
- Florida Institute for Cybersecurity Research, University of Florida, Malachowsky Hall, 1889 Museum Rd, Gainesville, FL 32603, USA
- McKnight Brain Institute, University of Florida, 1149 Newell Dr, Gainesville, FL 32610, USA
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Florkin AL, Rosi A, Lecce S, Cavallini E. Cognitive Functions, Theory of Mind Abilities, and Personality Dispositions as Potential Predictors of the Detection of Reciprocity in Deceptive and Cooperative Contexts through Different Age Groups. Behav Sci (Basel) 2023; 13:1007. [PMID: 38131863 PMCID: PMC10741168 DOI: 10.3390/bs13121007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Revised: 12/08/2023] [Accepted: 12/08/2023] [Indexed: 12/23/2023] Open
Abstract
Reciprocity is a fundamental element in social interactions and implies an adequate response to the previous actions of our interactant. It is thus crucial to detect if a person is cooperating, deceiving, or cheating, to properly respond. However, older adults have been shown to have a lower ability to detect reciprocity compared to younger adults, partially tying this decline to cognitive functions. Another likely association to reciprocity in literature is made with personality dispositions, i.e., agreeableness, altruism, and empathic concern, and Theory of Mind (ToM). Consequently, the present study investigated age-related differences in the detection of the different components of reciprocity, as well as examined the predictors of reciprocity, such as cognitive measures, personality dispositions, and true and false beliefs in young (n = 98; 20-39 years), middle-aged (n = 106; 40-64 years), and older adults (n = 103; 65-96 years). The Mind Picture Story-Theory of Mind Questionnaire was used to measure the reciprocity components and true and false beliefs in each group. This study reported a significant decline in reciprocity detection from adults aged 65 years old and over. Additionally, the ability to detect reciprocity was significantly linked to cognitive functioning and ToM across all age groups, especially in older adults.
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Affiliation(s)
| | - Alessia Rosi
- Department of Brain and Behavioral Sciences, University of Pavia, 27100 Pavia, Italy; (A.-L.F.); (S.L.); (E.C.)
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Ebner NC, Pehlivanoglu D, Shoenfelt A. Financial Fraud and Deception in Aging. ADVANCES IN GERIATRIC MEDICINE AND RESEARCH 2023; 5:e230007. [PMID: 37990708 PMCID: PMC10662792 DOI: 10.20900/agmr20230007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/23/2023]
Abstract
Financial exploitation among older adults is a significant concern with often devastating consequences for individuals and society. Deception plays a critical role in financial exploitation, and detecting deception is challenging, especially for older adults. Susceptibility to deception in older adults is heightened by age-related changes in cognition, such as declines in processing speed and working memory, as well as socioemotional factors, including positive affect and social isolation. Additionally, neurobiological changes with age, such as reduced cortical volume and altered functional connectivity, are associated with declining deception detection and increased risk for financial exploitation among older adults. Furthermore, characteristics of deceptive messages, such as personal relevance and framing, as well as visual cues such as faces, can influence deception detection. Understanding the multifaceted factors that contribute to deception risk in aging is crucial for developing interventions and strategies to protect older adults from financial exploitation. Tailored approaches, including age-specific warnings and harmonizing artificial intelligence as well as human-centered approaches, can help mitigate the risks and protect older adults from fraud.
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Affiliation(s)
- Natalie C. Ebner
- Department of Psychology, University of Florida, Gainesville, FL 32611, USA
- Florida Institute for Cybersecurity Research, University of Florida, Gainesville, FL 32611, USA
- Florida Institute for National Security, University of Florida, Gainesville, FL 32611, USA
- Institute on Aging, University of Florida, Gainesville, FL 32611, USA
- Center for Cognitive Aging and Memory, University of Florida, Gainesville, FL 32610, USA
| | - Didem Pehlivanoglu
- Department of Psychology, University of Florida, Gainesville, FL 32611, USA
- Florida Institute for Cybersecurity Research, University of Florida, Gainesville, FL 32611, USA
- Florida Institute for National Security, University of Florida, Gainesville, FL 32611, USA
| | - Alayna Shoenfelt
- Department of Psychology, University of Florida, Gainesville, FL 32611, USA
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Stietz J, Pollerhoff L, Kurtz M, Li SC, Reiter AMF, Kanske P. The ageing of the social mind: replicating the preservation of socio-affective and the decline of socio-cognitive processes in old age. ROYAL SOCIETY OPEN SCIENCE 2021; 8:210641. [PMID: 34457343 PMCID: PMC8386516 DOI: 10.1098/rsos.210641] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Accepted: 08/04/2021] [Indexed: 05/06/2023]
Abstract
Anticipating population ageing to reach a historically unprecedented level in this century and considering the public goal of promoting well-being until old age, research in many fields has started to focus on processes and factors that contribute to healthy ageing. Since human interactions have a tremendous impact on our mental and physical well-being, scientists are increasingly investigating the basic processes that enable successful social interactions such as social affect (empathy, compassion) and social cognition (Theory of Mind). However, regarding the replication crisis in psychological science it is crucial to probe the reproducibility of findings revealed by each specific method. To this end, we aimed to replicate the effect of age on empathy, compassion and Theory of Mind observed in Reiter and colleagues' study (Reiter et al. 2017 Sci. Rep. 7, 11046 (doi:10.1038/s41598-017-10669-4)) by using the same ecologically valid paradigm in an independent sample with similar age ranges. We were able to replicate the previously observed results of a preservation or even enhancement in socio-affective processes, but a decline in socio-cognitive processes for older adults. Our findings add to the understanding of how social affect and cognition change across the adult lifespan and may suggest targets for intervention studies aiming to foster successful social interactions and well-being until advanced old age.
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Affiliation(s)
- Julia Stietz
- Clinical Psychology and Behavioral Neuroscience, Faculty of Psychology, Technische Universität Dresden, Dresden, Germany
| | - Lena Pollerhoff
- Lifespan Developmental Neuroscience, Faculty of Psychology, Technische Universität Dresden, Dresden, Germany
| | - Marcel Kurtz
- Clinical Psychology and Behavioral Neuroscience, Faculty of Psychology, Technische Universität Dresden, Dresden, Germany
| | - Shu-Chen Li
- Lifespan Developmental Neuroscience, Faculty of Psychology, Technische Universität Dresden, Dresden, Germany
- Centre for Tactile Internet with Human-in-the-Loop, Faculty of Psychology, Technische Universität Dresden, Dresden, Germany
| | - Andrea M. F. Reiter
- Lifespan Developmental Neuroscience, Faculty of Psychology, Technische Universität Dresden, Dresden, Germany
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University of Würzburg, Würzburg, Germany
| | - Philipp Kanske
- Clinical Psychology and Behavioral Neuroscience, Faculty of Psychology, Technische Universität Dresden, Dresden, Germany
- Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
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Allan K, Oren N, Hutchison J, Martin D. In search of a Goldilocks zone for credible AI. Sci Rep 2021; 11:13687. [PMID: 34211064 PMCID: PMC8249604 DOI: 10.1038/s41598-021-93109-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Accepted: 06/17/2021] [Indexed: 02/06/2023] Open
Abstract
If artificial intelligence (AI) is to help solve individual, societal and global problems, humans should neither underestimate nor overestimate its trustworthiness. Situated in-between these two extremes is an ideal 'Goldilocks' zone of credibility. But what will keep trust in this zone? We hypothesise that this role ultimately falls to the social cognition mechanisms which adaptively regulate conformity between humans. This novel hypothesis predicts that human-like functional biases in conformity should occur during interactions with AI. We examined multiple tests of this prediction using a collaborative remembering paradigm, where participants viewed household scenes for 30 s vs. 2 min, then saw 2-alternative forced-choice decisions about scene content originating either from AI- or human-sources. We manipulated the credibility of different sources (Experiment 1) and, from a single source, the estimated-likelihood (Experiment 2) and objective accuracy (Experiment 3) of specific decisions. As predicted, each manipulation produced functional biases for AI-sources mirroring those found for human-sources. Participants conformed more to higher credibility sources, and higher-likelihood or more objectively accurate decisions, becoming increasingly sensitive to source accuracy when their own capability was reduced. These findings support the hypothesised role of social cognition in regulating AI's influence, raising important implications and new directions for research on human-AI interaction.
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Affiliation(s)
- Kevin Allan
- School of Psychology, University of Aberdeen, Aberdeen, AB24 2UB, UK.
| | - Nir Oren
- School of Natural and Computing Sciences, University of Aberdeen, Aberdeen, AB24 2UB, UK
| | - Jacqui Hutchison
- School of Psychology, University of Aberdeen, Aberdeen, AB24 2UB, UK
| | - Douglas Martin
- School of Psychology, University of Aberdeen, Aberdeen, AB24 2UB, UK
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