Evidence map›Paper›PMID 42137076›Full record

SynthesisFrontiers in psychology2026

Mental health and psychosocial sequelae of fraud victimization: a systematic review.

Jie Bai, Mei-Hsin Ho, Hsiang-Te Sung, Chuan-Sheng Hung, Jui-Hsiu Tsai

Erratum issuedAbstract readSystematic Review
In one paragraph

Synthesis in Frontiers in psychology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors.

Jie Bai *Gannan Health Vocational College, Ganzhou, Jiangxi, China.
Mei-Hsin Ho *Department of Medical Research, Dalin Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Chiayi, Taiwan.
Hsiang-Te SungDepartment of Medical Education, Dalin Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Chiayi, Taiwan.
Chuan-Sheng HungDepartment of Computer Science and Engineering, National Sun Yat-sen University, Kaohsiung, Taiwan.
Jui-Hsiu TsaiDepartment of Psychiatry, Dalin Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Chiayi, Taiwan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Fraud victimization is an increasingly prevalent global problem that extends beyond financial loss, and encompasses substantial mental health and psychosocial harm. Deception, emotional manipulation, and perceived betrayal have been linked to anxiety, depression, shame, trust erosion, and reduced quality of life. Despite these effects, the psychological consequences of fraud victimization remain under-recognized within healthcare and victim support systems. This systematic review synthesizes empirical evidence of mental health and psychosocial outcomes among adults following fraud or scam victimization. A systematic literature search was conducted in accordance with Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines across four electronic databases (PubMed, OVID, Web of Science, and Embase) from inception to December 31, 2025. Empirical quantitative, qualitative, and mixed-methods studies examining post-victimization mental health or psychosocial outcomes among adult fraud victims were included. Studies exclusively exploring fraud risk, susceptibility, or financial and legal outcomes without assessing the psychological effects of post-victimization were excluded. Owing to heterogeneity in study designs and outcome measures, the findings were synthesized using a narrative approach. Twenty-one studies met the inclusion criteria. Across diverse populations, fraud types, and cultural contexts, fraud victimization was associated with adverse mental health outcomes, including elevated anxiety, depression, psychological distress, shame, self-blame, and diminished quality of life. Psychological harm frequently persisted beyond the resolution of financial losses and was more strongly associated with emotional manipulation, perceived betrayal, and interpersonal trust erosion than with the magnitude of financial loss alone. This systematic review demonstrates that fraud victimization is associated with substantial and enduring mental health and psychosocial sequelae. The findings support reframing fraud victimization as a public mental health concern and underscore the need to integrate trauma-informed and psychosocial care into fraud responses and victim support services. Future research should prioritize longitudinal and intervention studies to elucidate recovery trajectories and inform effective mental health responses for fraud victims.

Indexed as

fraudmental healthpsychosocial outcomespsychosocial sequelaevictimization

Identifiers

PMID42137076
PMCPMC13170454

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.