Evidence map›Paper›PMID 41734932›Full record

ArticleBMJ open2026

Mental health impact of the COVID-19 pandemic on frontline healthcare workers in Ethiopia: a scoping review of associated mental health risk and protective factors.

Tania Aase Dræbel, Zewdie Birhanu, Lars Lien, Jane Brandt Soerensen, Lena Skovgaard Andersen, Gudina Terefe Tucho, Habtamu Mekonnen

Abstract readScoping Review
In one paragraph

Article in BMJ open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. 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

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Tania Aase DræbelGlobal Health Section, University of Copenhagen, Copenhagen, Denmark taniaaase.draebel@sund.ku.dk.ORCID http://orcid.org/0000-0002-2060-4675
Zewdie BirhanuJimma University, Jimma, Ethiopia.
Lars LienFaculty of Social and Health Sciences, University of Inland Norway, Elverum, Norway.ORCID http://orcid.org/0000-0002-0480-9208
Jane Brandt SoerensenGlobal Health Section, University of Copenhagen, Copenhagen, Denmark.ORCID http://orcid.org/0000-0002-1702-280X
Lena Skovgaard AndersenGlobal Health Section, University of Copenhagen, Copenhagen, Denmark.ORCID http://orcid.org/0000-0002-9643-4502
Gudina Terefe TuchoJimma University, Jimma, Ethiopia.ORCID http://orcid.org/0000-0001-7848-5456
Habtamu MekonnenPsychology, Jimma University, Jimma, Ethiopia.ORCID http://orcid.org/0000-0002-0774-1413

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesThe mental health impacts of COVID-19 on frontline healthcare workers have been reported globally; however, there is limited evidence from low-income countries such as Ethiopia. We reviewed the literature to understand how COVID-19 impacted the mental health of frontline healthcare workers, including the associated risk and protective factors.

designA scoping review of peer-reviewed research was conducted between 2020-2025 to explore the mental health and well-being of frontline healthcare workers in Ethiopia during COVID-19. The process adhered to the guidelines for data extraction outlined in the Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews. Our search identified 35 studies, of which 29 studies were included in the final synthesis. DATA SOURCES: Three online databases, PubMed, Web of Science and PsycInfo, were systematically searched for data. ELIGIBILITY CRITERIA: Studies were considered for inclusion in the review if they focused on mental health conditions and psychosocial well-being among healthcare workers during COVID-19 in Ethiopia. Studies were only included if published in English and excluded if they were conference abstracts, case studies, reviews, commentaries, contained incomplete data or lacked variables of interest. DATA EXTRACTION AND SYNTHESIS: Data extraction was conducted manually by two reviewers by using a data extraction sheet created in Excel.

resultsMost frontline healthcare workers experienced symptoms of insomnia, psychological distress, stress, anxiety, post-traumatic stress disorder and depression during COVID-19. Female frontline healthcare workers, nurses, midwives and laboratory technicians reported higher rates of adverse mental health outcomes. Our results found that being married, living together with a spouse and having a high educational level were risk factors for adverse mental health outcomes.

conclusionThe mental health and well-being of frontline healthcare workers is at risk during a global health crisis; however, there is a limited understanding of how to protect the mental health of frontline healthcare workers in low-income countries, such as Ethiopia, at such a critical time. Additional research is needed to better inform mental health preparedness interventions for frontline healthcare workers in these contexts, particularly given predictions of another pandemic occurring within the next decade.

Indexed as

COVID-19Frontline WorkersHealth PersonnelMental HealthEthiopiaFemaleHumansPandemicsProtective FactorsRisk FactorsSARS-CoV-2COVID-19EthiopiaHealth WorkforceRisk Factors

Identifiers

PMID41734932
PMCPMC12933812

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.