Cited by 21Migration, Health and TraumaMental Health Treatment and AccessMigration, Racism, and Human Rights

Ten years of tracking mental health in refugee primary health care settings: An updated analysis of data from UNHCR's Health Information System (2009-2018)

Open access
Fine, Shoshanna L., Kane, Jeremy C., Spiegel, Paul B., Tol, Wietse A., Ventevogel, Peter·2022·BMC Medicine

Abstract

BACKGROUND: This study examines mental, neurological, and substance use (MNS) service usage within refugee camp primary health care facilities in low- and middle-income countries (LMICs) by analyzing surveillance data from the United Nations High Commissioner for Refugees Health Information System (HIS). Such information is crucial for efforts to strengthen MNS services in primary health care settings for refugees in LMICs. METHODS: Data on 744,036 MNS visits were collected from 175 refugee camps across 24 countries between 2009 and 2018. The HIS documented primary health care visits for seven MNS categories: epilepsy/seizures, alcohol/substance use disorders, mental retardation/intellectual disability, psychotic disorders, severe emotional disorders, medically unexplained somatic complaints, and other psychological complaints. Combined data were stratified by 2-year period, country, sex, and age group. These data were then integrated with camp population data to generate MNS service utilization rates, calculated as MNS visits per 1000 persons per month. RESULTS: MNS service utilization rates remained broadly consistent throughout the 10-year period, with rates across all camps hovering around 2-3 visits per 1000 persons per month. The largest proportion of MNS visits were attributable to epilepsy/seizures (44.4%) and psychotic disorders (21.8%). There were wide variations in MNS service utilization rates and few consistent patterns over time at the country level. Across the 10 years, females had higher MNS service utilization rates than males, and rates were lower among children under five compared to those five and older. CONCLUSIONS: Despite increased efforts to integrate MNS services into refugee primary health care settings over the past 10 years, there does not appear to be an increase in overall service utilization rates for MNS disorders within these settings. Healthcare service utilization rates are particularly low for common mental disorders such as depression, anxiety, post-traumatic stress disorder, and substance use. This may be related to different health-seeking behaviors for these disorders and because psychological services are often offered outside of formal health settings and consequently do not report to the HIS. Sustained and equitable investment to improve identification and holistic management of MNS disorders in refugee settings should remain a priority.

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.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1186/s12916-022-02371-8

Cites

56 of 56 references verified0 citation errors · 0 not checkable

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.

A few free checks a day · papers already verified open instantly · results are public

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?

  • Despite continuous expansion of mental health and psychiatric resources in displacement settings, extremely low rates of engagement with these services are recorded among refugee populations.

    “despite the continuous expansion of mental health and psychiatric resources and facilities in displacement settings, extremely low rates of engagement with these services are recorded among refugee populations (e.g., Fine et al. 2022).”

    From Throwing therapy at the problem mental health and humanitarian intervention in Palabek refugee settlement, northern Uganda (2023) · cites this paper as Fine et al. 2022

    The Abstract Conclusions (page not provided) report increased efforts to integrate mental-health services into refugee primary care, no apparent increase in overall utilization, and particularly low utilization for common mental disorders. They do not establish continuous expansion of resources and facilities. The Discussion > Limitations also cautions that the data omit care outside primary health facilities, so they cannot establish low engagement with all such services. (LLM, conf=0.86)

    Experimental — accuracy not yet measured

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

Flagged first, then by citations

1 of the 57 references couldn’t be matched to a known paper.

Research works printed but not linked: 1

  1. [54]Kane JC Greene MC Addressing alcohol and substance use disorders among refugees: a desk review of intervention approaches 2018 Geneva United Nations High Commissioner for Refugees

Cited by

Sorted by citations

Authors
Fine, S. L., Kane, J. C., Spiegel, P. B., Tol, W. A., & Ventevogel, P.
Affiliations
  • Johns Hopkins University (US)
  • University of Copenhagen (DK)
  • Office of the United Nations High Commissioner for Refugees (CH)
Corresponding author
Fine, Shoshanna L.
Venue
BMC Medicine
Published
2022-05-16
Volume
20
Issue
1
Pages
183-183
ISSN
1741-7015 (ISSN-L)
OpenAlex
W4280528146
Cited by
20
References
57
Citations by year
2026: 4 · 2025: 4 · 2024: 1 · 2023: 9 · 2022: 2
FWCI
3.65
Type
journal article
Language
en
Open access
Locations
  • BMC Medicine (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • Research at the University of Copenhagen (University of Copenhagen) (publishedVersion, cc-by)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
  • VU Research Portal (submittedVersion, other-oa)
  • Data Archiving and Networked Services (DANS) (submittedVersion, other-oa)
Funders
  • National Institute of Mental Health (T32MH10321)
  • National Institute of Child Health and Human Development (F31HD100161)
  • National Institute on Alcohol Abuse and Alcoholism (K01AA026523)
Topics
  • Social Sciences › Psychology › Clinical Psychology › Migration, Health and Trauma
  • Social Sciences › Psychology › Social Psychology › Mental Health Treatment and Access
  • Social Sciences › Health › Migration, Racism, and Human Rights
Keywords
refugee mental health, mental, neurological and substance use disorders, primary care, refugee camps, service utilization, epilepsy, psychosis, substance use disorders, health-seeking behavior, low- and middle-income countries, child mental health
MeSH terms
Child, Epilepsy, Female, Humans, Male, Mental Health, Primary Health Care, Refugees, Seizures, United Nations, Substance-Related Disorders, Health Information Systems

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