ArticleHuman resources for health2022
Perceived risk and distress related to COVID-19 in healthcare versus non-healthcare workers of Pakistan: a cross-sectional study.
Article in Human resources for health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 1 of them a synthesis that pooled it.
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Who cites it
15 citing papers in PubMed, 1 synthesis or guideline pooled it, 25 citations in OpenAlex.
- The effect of the COVID-19 pandemic on health care workers' anxiety levels: a meta-analysis.PeerJ · 2022Pooled it
- Understanding mental health disparities: a comparative study of depression and anxiety among health and non-health college track students.BMC psychology · 2026Article
- Home-based digital counselling by frontline community workers for anxiety and depression symptoms in rural Sindh, Pakistan: the mPareshan intervention.BMC public health · 2025Article
- COVID-19-related stress, anxiety and vaccine hesitancy among healthcare workers in a tertiary hospital in South-Western Nigeria.Scientific reports · 2025Article
- Disparities in anxiety and related factors among Chinese older adults across different aged-care models: a comparison of two cross-sectional studies.BMC geriatrics · 2025Article
- Psychological distress among South African healthcare workers during the COVID-19 pandemic.Curationis · 2024Article
- Risk Perceptions Regarding COVID-19 and Compliance with Protective Measures of Midwifery and Nursing Senior Students.Revista da Escola de Enfermagem da U S P · 2024Article
- Stress, Burnout, and General Mental Health among Healthcare Workers in Poland during the Long-Lasting COVID-19 Pandemic.Healthcare (Basel, Switzerland) · 2023Article
- Assessment of attitudes and practices towards COVID-19 pandemic: a survey on a cohort of educated Syrian population.The Journal of the Egyptian Public Health Association · 2023Article
- The Perception of Workplace Safety and of Risk of Contagion among Preschool Teachers during the COVID-19 Pandemic.Children (Basel, Switzerland) · 2023Article
- COVID-19 and human resources for health: analysis of planning, policy responses and actions in Latin American and Caribbean countries.Human resources for health · 2023Review
- Examining the Relationship between COVID-19 Related Job Stress and Employees' Turnover Intention with the Moderating Role of Perceived Organizational Support: Evidence from SMEs in China.International journal of environmental research and public health · 2022Article
- "We face the same risk as the other health workers": Perceptions and experiences of community pharmacists in Indonesia during the COVID-19 pandemic.PLOS global public health · 2022Article
- Mental health and fatigue status of the medical workforce during the COVID-19 outbreak in the Yangzhou city, China.Frontiers in psychiatry · 2022Article
- COVID-19 stress and wellbeing: A phenomenological qualitative study of Pakistani Medical Doctors.Frontiers in psychology · 2022Article
Corrections and comments
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Authors and funding
6 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundHealthcare workers (HCWs) have found themselves and their families more susceptible to contracting COVID-19. This puts them at a higher risk of psychological distress, which may compromise patient care. In this study, we aim to explore the risk perceptions and psychological distress between HCWs and non-healthcare workers (NHCWs) in Pakistan.
methodsA cross-sectional study was conducted using an online self-administered questionnaire. Psychological distress was assessed through The Hospital Anxiety and Depression Scale (HADS). Comparisons were made between HCWs (front/backend, students/graduates) and NHCWs related to risk perceptions and stress levels related to COVID-19. Following tests for normality (Shapiro-Wilk test), variables that fulfilled the normality assumption were compared using the independent samples t-test, while for other variables Mann-Whitney U-test was employed. Pearson Chi-square test was used to compare categorical data. Multiple logistic regression techniques examined the association of participant age, gender, household income, and the presence of COVID-19 symptoms with depression and anxiety levels.
resultsData from 1406 respondents (507 HCWs and 899 NHCWs) were analyzed. No significant difference was observed between HCWs and NHCWs' perception of susceptibility and severity towards COVID-19. While healthcare graduates perceived themselves (80% graduates vs 66% students, p-value 0.011) and their family (82% graduates vs 67% students, p-value 0.008) to be more susceptible to COVID-19, they were less likely to experience depression than students. Frontline HCWs involved in direct patient care perceived themselves (83% frontline vs. 70% backend, p-value 0.003) and their family (84% frontline vs. 72% backend, p-value 0.006) as more susceptible to COVID-19 than backend healthcare professionals. Over half of the respondents were anxious (54% HCWs and 55% NHCWs). Female gender, younger age, lower income, and having COVID-19 related symptoms had a significant effect on the anxiety levels of both HCWs and NHCWs.
conclusionFrontline HCWs, young people, women, and individuals with lower income were at a higher risk of psychological distress due to the pandemic. Government policies should thus be directed at ensuring the mental well-being of frontline HCWs and improving their satisfaction to strengthen the health care delivery system. The findings suggest the need to provide mental health support for health workers.
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