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Ren Y, Wang S, Fu X, Shi X. A Systematic Review and Meta-Analysis of Implicit Stigma Toward People with Mental Illness Among Different Groups: Measurement, Extent, and Correlates. Psychol Res Behav Manag 2025; 18:851-875. [PMID: 40226437 PMCID: PMC11989592 DOI: 10.2147/prbm.s503942] [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: 11/14/2024] [Accepted: 03/27/2025] [Indexed: 04/15/2025] Open
Abstract
Introduction Implicit association tests have been extensively applied to reveal socially unacceptable and concealed stigma. Studies have explored the implicit stigma toward mental illness in specific groups, with limited comparisons across different groups. To investigate the implicit stigma toward mental illness among different groups, along with the interaction between implicit and explicit measurements. Methods Based on PRISMA guidelines, Web of Science, Embase, PubMed/MEDLINE, Cochrane Library, and PsycINFO were searched from 1998 to April 18, 2024. Searches were updated through February 12, 2025. The Medical Education Research Quality Instrument (MERSQI) served as the quality evaluation framework, and Stata 12.0 facilitated the conduct of a meta-analysis. Results The analysis included fifty studies in the systematic review and thirty in the meta-analysis. Most studies used "mental illness" or related physical illness terms as concept words, paired with emotionally contrasting attribute words. Twenty-eight studies calculated the implicit effect using an improved algorithm, while thirty-eight examined the correlations between implicit and explicit measures. The pooled standardized mean differences (SMDs) revealed that the lowest D scores were observed in the general population (SMD = 0.79, P < 0.001), followed by healthcare providers (SMD = 1.09, P = 0.054), students (SMD = 1.17, P < 0.001) and people with mental illness (SMD = 1.20, P < 0.001). Conclusion The findings indicated that the selection of concept and attribute words, as well as the processing of data measuring implicit stigma, was not standardized. No reliable correlation was found between implicit and explicit measures. Despite the heterogeneity of included studies, the general public demonstrated the most positive attitudes, while individuals with mental illness exhibited negative attitudes. Further research is required to develop personalized anti-stigma interventions for different groups and regions based on these results, particularly from the perspective of implicit stigma.
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Affiliation(s)
- Yila Ren
- School of Nursing, Hangzhou Normal University, Zhejiang, People’s Republic of China
| | - Sheng Wang
- School of Nursing, Hangzhou Normal University, Zhejiang, People’s Republic of China
| | - Xiangqi Fu
- School of Nursing, Hangzhou Normal University, Zhejiang, People’s Republic of China
| | - Xiuxiu Shi
- School of Nursing, Hangzhou Normal University, Zhejiang, People’s Republic of China
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Saldanha IJ, Zhang A, Everly GS, Roemer EC, Hsu EB, Han G, Sharma R, Asenso E, Bidmead D, Bass EB, Jenkins JL. Interventions Targeting Resistance and Resilience Among Emergency Medical Service Clinicians: A Systematic Review. PREHOSP EMERG CARE 2025:1-9. [PMID: 39937104 DOI: 10.1080/10903127.2025.2465712] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2024] [Revised: 01/25/2025] [Accepted: 02/03/2025] [Indexed: 02/13/2025]
Abstract
OBJECTIVES To systematically review the effectiveness and harms of interventions to promote resistance and resilience regarding mental health and occupational stress issues among emergency medical service (EMS) clinicians. METHODS We registered the systematic review prospectively on PROSPERO (CRD42023465325). We searched Medline, Embase, CENTRAL, CINAHL, ClinicalTrials.gov, journals, and websites for studies published from January 1, 2001, through June 30, 2024. We conducted duplicate screening of titles and abstracts followed by full texts of potentially relevant abstracts. We included studies of EMS clinicians in high-income countries that evaluated interventions targeting resistance or resilience regarding mental health or occupational stress issues. We assessed the risk of bias and evaluated strength of evidence (SoE) using standard methods. RESULTS We included seven studies (one randomized controlled trial, one controlled trial with a waitlist control, four pre-post studies, and one prospective cohort [single group] study) that evaluated a total of 425 EMS clinicians. We deemed five of the seven studies to have high risk of bias, one moderate risk, and one low risk. No meta-analysis was feasible because of heterogeneity in the interventions evaluated across studies. Mindfulness-building interventions targeting resistance and resilience among EMS clinicians were associated with reduced burnout at up to 6 months of follow-up (low SoE). The evidence was insufficient regarding the impacts of interventions targeting both resistance and resilience on anxiety and depression. No conclusions are possible for resistance-only or resilience-only interventions. No studies reported on the effectiveness of any interventions in reducing hospitalizations, post-traumatic stress disorder, substance use, suicidality, or withdrawals from the workforce. No studies reported on unintended harms of interventions. CONCLUSIONS Given the sparse evidence identified in this systematic review, evidence-based options to improve mental health outcomes for EMS clinicians are very limited. Future research is urgently needed to inform strategies to address the many mental health and occupational stress issues that face the EMS clinician workforce.
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Affiliation(s)
- Ian J Saldanha
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland
| | - Allen Zhang
- Department of Health Policy and Management, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland
| | - George S Everly
- Department of International Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland
| | - Enid Chung Roemer
- Department of Health, Behavior and Society, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland
| | - Edbert B Hsu
- Department of Emergency Medicine, School of Medicine, Johns Hopkins University, Baltimore, Maryland
| | - Genie Han
- Department of Health Policy and Management, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland
| | - Ritu Sharma
- Department of Health Policy and Management, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland
| | - Emmanuel Asenso
- General Preventive Medicine Residency, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland
| | - Drew Bidmead
- Department of Medicine, School of Medicine, Johns Hopkins University, Baltimore, Maryland
| | - Eric B Bass
- Department of Medicine, School of Medicine, Johns Hopkins University, Baltimore, Maryland
| | - J Lee Jenkins
- Department of Emergency Medicine, School of Medicine, Johns Hopkins University, Baltimore, Maryland
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Lasalvia A, D'agnalo Vallan M, Bodini L, Bonetto C. Attitudes of ambulance service staff towards people with mental illness: A cross-sectional survey in the Verona province, Italy. Psychiatry Res 2025; 343:116291. [PMID: 39631101 DOI: 10.1016/j.psychres.2024.116291] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2024] [Revised: 10/29/2024] [Accepted: 11/25/2024] [Indexed: 12/07/2024]
Abstract
Healthcare professionals can be sources of stigma for people with mental illness. Ambulance personnel are often the first healthcare providers that people with mental illness encounter during physical and mental health crises and their attitudes may be influenced by misconceptions and stereotyping views. This study aimed to assess the attitudes of ambulance personnel toward people with mental illness using the Opening Minds Stigma Scale for Health Care Providers (OMS-HC) and to evaluate its psychometric properties. The study involved 510 ambulance staff members from a non-profit organization. The original factor structure of the OMS-HC, comprising three subscales was confirmed. The internal consistency for the OMS-HC total score was good (α=0.75) and acceptable for the subscales (Social Distance α=0.66; Attitudes α=0.59; Disclosure/Help-Seeking α=0.61). One-third of respondents displayed stigmatizing attitudes on half of the OMS-HC items. Higher scores were associated with being male, having lower levels of education, and working as both rescuers and ambulance drivers and with feeling uncomfortable when dealing with patients with mental illness. Overall, stigmatizing attitudes towards individuals with mental illness are prevalent among ambulance staff. The Italian version of the OMS-HC for ambulance personnel demonstrated satisfactory psychometric properties and is recommended for evaluating training programs targeting this population.
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Affiliation(s)
- Antonio Lasalvia
- Section of Psychiatry, Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Italy; UOC Psichiatria, Azienda Ospedaliera Universitaria Integrata (AOUI) di Verona, Italy.
| | - Michelle D'agnalo Vallan
- Section of Psychiatry, Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Italy
| | - Luca Bodini
- Section of Psychiatry, Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Italy
| | - Chiara Bonetto
- Section of Psychiatry, Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Italy
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Hazell CM, Fielding-Smith S, Koc Y, Hayward M. Pilot evaluation of a brief training video aimed at reducing mental health stigma amongst emergency first responders (the ENHANcE II study). J Ment Health 2024; 33:587-595. [PMID: 35532043 DOI: 10.1080/09638237.2022.2069707] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Revised: 11/12/2021] [Accepted: 01/18/2022] [Indexed: 10/18/2022]
Abstract
BACKGROUND First responders (i.e. police and ambulance staff) have increasingly become part of the mental health care system, often being the first port of call for those experiencing a crisis. Despite their frequent involvement in supporting those with mental health problems, there is evidence that mental health stigma is high amongst first responders. AIMS The aim of the present study was to evaluate a brief training video aimed at reducing mental health stigma amongst first responders. METHODS First responders watched a training video based on the cognitive behavioural model of mental health stigma, and involved contributions from people with lived experience, and first responders. Measures of mental health stigma were collected before and after viewing the training. RESULTS The training video produced small but significant improvements in mental health stigma, and these effects did not differ between police and ambulance staff. We were unable to determine what psychological constructs mediated this change in stigma. The feedback on the training video was generally positive, but also indicated some key areas for future development. CONCLUSIONS The present study provides encouraging evidence that levels of mental health stigma can be improved using a resource-light training intervention.
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Affiliation(s)
- Cassie M Hazell
- School of Social Sciences, University of Westminster, London, UK
| | - Sarah Fielding-Smith
- Department of Experimental Psychology, University of Oxford, Radcliffe Observatory, Oxford, UK
| | - Yasin Koc
- Department of Social Psychology, University of Groningen, Groningen, Netherlands
| | - Mark Hayward
- R&D Department, Sussex Partnership NHS Foundation Trust, Sussex Education Centre, Hove, UK
- School of Psychology, University of Sussex, Brighton, UK
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Hruska B, Pacella-LaBarbara ML, Barduhn MS. Investigating the Relationship Between Psychosocial Safety Climate and Mental Illness Stigma Among Emergency Medical Service Clinicians. PREHOSP EMERG CARE 2024; 28:981-987. [PMID: 39102485 DOI: 10.1080/10903127.2024.2381693] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2024] [Revised: 06/28/2024] [Accepted: 07/08/2024] [Indexed: 08/07/2024]
Abstract
OBJECTIVES To examine the relationship between psychosocial safety climate (PSC) and mental illness stigma among emergency medical service (EMS) clinicians. Despite the presence of mental health services at many EMS agencies, workers often do not seek treatment due to mental illness stigma. To facilitate treatment receipt and maintain a healthy workforce, we must understand factors contributing to stigma. Psychosocial safety climate refers to the degree to which workers perceive that their organization fosters a work environment focused on the protection of psychological health and safety. Despite its relevance, the relationship between PSC and mental illness stigma has yet to be examined. METHODS Participants were recruited from EMS agencies in the Northeastern U.S. Census Region. We used an observational research design and multiple linear regression to investigate the relationship between overall levels of PSC using the Psychosocial Climate Scale (PSC-12) and mental illness stigma using the Endorsed and Anticipated Stigma Inventory - Workplace Stigma Subscale. We also examined separate facets of PSC to determine if one was more related to stigma. Using established guidelines and the Wilcoxon rank-sum test, we compared workers rating their agencies as having high-risk (≤37 points) or low-risk PSC levels (≥41 points). RESULTS The sample was n = 124 EMS clinicians (Mage = 29.6, SDage = 9.2, 53.2% male). Most were White (88.7%) with some college/college degree (79.8%). After adjusting for age, gender, race, education, and mental health treatment receipt, clinicians reporting that their workplaces were less focused on psychosocial safety and health (i.e., lower overall levels of PSC) also reported elevated levels of stigma (b = -0.27, SE = 0.05, 95% CI = -0.37, -0.17, p < .001). Exploratory analyses indicated that no PSC facet was more related to stigma than another. Clinicians reporting high-risk levels displayed stigma levels that were 38% higher compared to clinicians reporting low-risk PSC levels. CONCLUSIONS Psychosocial safety climate is an important and modifiable intervention target linked to mental illness stigma in EMS clinicians. Organizational policies, practices, and procedures that convey that mental health is valued and should be protected may reduce stigma and facilitate treatment receipt among this high-risk population.
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Affiliation(s)
- Bryce Hruska
- Department of Public Health, Syracuse University, Syracuse, New York
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Petrie K, Spittal M, Zeritis S, Phillips M, Deady M, Forbes D, Bryant R, Shand F, Harvey SB. Suicide among emergency service workers: a retrospective mortality study of national coronial data, 2001-2017. Psychol Med 2023; 53:5470-5477. [PMID: 36073166 DOI: 10.1017/s0033291722002653] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND Emergency service workers (ESW) are known to be at increased risk of mental disorders but population-level and longitudinal data regarding their risk of suicide are lacking. METHOD Suicide data for 2001-2017 were extracted from the Australian National Coronial Information Service (NCIS) for two occupational groups: ESW (ambulance personnel, fire-fighters and emergency workers, police officers) and individuals employed in all other occupations. Age-standardised suicide rates were calculated and risk of suicide compared using negative binomial regression modelling. RESULTS 13 800 suicide cases were identified among employed adults (20-69 years) over the study period. The age-standardised suicide rate across all ESW was 14.3 per 100 000 (95% CI 11.0-17.7) compared to 9.8 per 100 000 (95% CI 9.6-9.9) for other occupations. Significant occupational differences in the method of suicide were identified (p < 0.001). There was no evidence for increased risk of suicide among ESW compared to other occupations once age, gender and year of death were accounted for (RR = 0.99, 95% CI 0.84-1.17; p = 0.95). In contrast, there was a trend for ambulance personnel to be at elevated risk of suicide (RR = 1.41, 95% CI 1.00-2.00, p = 0.053). CONCLUSION Whilst age-standardised suicide rates among ESW are higher than other occupations, emergency service work was not independently associated with an increased risk of suicide, with the exception of an observed trend in ambulance personnel. Despite an increased focus on ESW mental health and wellbeing over the last two decades, there was no evidence that rates of suicide among ESW are changing over time.
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Affiliation(s)
- Katherine Petrie
- Black Dog Institute, School of Medicine, University of New South Wales, Randwick, NSW, 2031, Australia
- School of Psychiatry, University of New South Wales, Sydney, NSW, 2000, Australia
| | - Matthew Spittal
- Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC, 3010, Australia
| | - Stephanie Zeritis
- Black Dog Institute, School of Medicine, University of New South Wales, Randwick, NSW, 2031, Australia
| | - Matthew Phillips
- Black Dog Institute, School of Medicine, University of New South Wales, Randwick, NSW, 2031, Australia
| | - Mark Deady
- Black Dog Institute, School of Medicine, University of New South Wales, Randwick, NSW, 2031, Australia
| | - David Forbes
- Department of Psychiatry, Phoenix Australia Centre for Posttraumatic Mental Health, University of Melbourne, Melbourne, VIC, 3010, Australia
| | - Richard Bryant
- School of Psychology, University of New South Wales, Sydney, NSW, 2000, Australia
| | - Fiona Shand
- Black Dog Institute, School of Medicine, University of New South Wales, Randwick, NSW, 2031, Australia
| | - Samuel B Harvey
- Black Dog Institute, School of Medicine, University of New South Wales, Randwick, NSW, 2031, Australia
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Hazell CM, Berry C, Bogen-Johnston L, Banerjee M. Creating a hierarchy of mental health stigma: testing the effect of psychiatric diagnosis on stigma. BJPsych Open 2022; 8:e174. [PMID: 36156196 PMCID: PMC9534883 DOI: 10.1192/bjo.2022.578] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Levels of mental health stigma experienced can vary as a function of the presenting mental health problem (e.g. diagnosis and symptoms). However, these studies are limited because they exclusively use pairwise comparisons. A more comprehensive examination of diagnosis-specific stigma is needed. AIMS The aim of our study was to determine how levels of mental health stigma vary in relation to a number of psychiatric diagnoses, and identify what attributions predict levels of diagnosis-specific stigma. METHOD We conducted an online survey with members of the public. Participants were assessed in terms of how much stigma they had, and their attributions toward, nine different case vignettes, each describing a different mental health diagnosis. RESULTS We recruited 665 participants. After controlling for social desirability bias and key demographic variables, we found that mental health stigma varied in relation to psychiatric diagnosis. Schizophrenia and antisocial personality disorder were the most stigmatised diagnoses, and depression, generalised anxiety disorder and obsessive-compulsive disorder were the least stigmatised diagnoses. No single attribution predicted stigma across diagnoses, but fear was the most consistent predictor. CONCLUSIONS Assessing mental health stigma as a single concept masks significant between-diagnosis variability. Anti-stigma campaigns are likely to be most successful if they target fearful attributions.
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Affiliation(s)
| | - Clio Berry
- Department of Primary Care and Public Health, Brighton and Sussex Medical School, University of Sussex and University of Brighton, UK; and School of Psychology, University of Sussex, UK
| | - Leanne Bogen-Johnston
- Research & Development Department, Sussex Partnership NHS Foundation Trust, UK; and School of Psychology, University of Sussex, UK
| | - Moitree Banerjee
- Institute of Education, Social and Life Sciences, University of Chichester, UK
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