ArticleHealthcare management forum2022
The impact of COVID-19 on relative health outcomes among healthcare workers in Canada.
Article in Healthcare management forum, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.
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.
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.
Who cites it
4 citing papers in PubMed.
- Exploring the Impact of COVID-19 on Acute Care Nurses: An Integrative Review.Journal of advanced nursing · 2026Review
- Impact of the COVID-19 pandemic on the Canadian healthcare workforce: a rapid evidence synthesis of key considerations, lessons learned, and promising practices to address the healthcare workforce crisis.Health research policy and systems · 2025Article
- The financial and social impacts of the COVID-19 pandemic on youth with eating disorders, their families, clinicians and the mental health system: a mixed methods cost analysis.Journal of eating disorders · 2024Article
- Health impact of the COVID-19 in Spanish non-healthcare workers by gender: Use of sickness absence for surveillance.PloS one · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
1 author.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Although the COVID-19 pandemic increased stress and anxiety for most people, frontline workers have been particularly vulnerable. This article focuses on doctors and nurses and analyzes their perceived mental and life stress relative to allied healthcare workers. The study uses data from Statistics Canada's crowdsource initiative, analyzed within a multinomial logistic regression framework. Results point to increased stress among these workers. More specifically, results suggest that compared with pre-COVID-19, mental stress increased for doctors. In contrast, although mental stress did not increase for nurses, it remained poor, similar to that experienced pre-COVID-19.
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What OpenQuestion holds
Registered trials
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.