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. 2023 Jan 6;13:1067228. doi: 10.3389/fpsyt.2022.1067228

Table 2B.

Overview of the characteristics of the studies answering Q3 and Q4.

Author Study design Sample size (studies, total sample size) Key findings
da Silva et al. (19) Meta-Analysis systematic review 21 studies Q3. Anxiety, being quickly overstimulated, insomnia, (mortal-)fear were mentioned, likely related to extremely high workloads and the lack of protective equipment
Q4. high rates of psychological distress.
de Vroege et al. (4) Internet Survey N = 1,372 Q3. Distress, anxiety, depression
Q4. A high level of distress (50%), anxiety (14%), and depression (30%) amongst employees in mental healthcare
Drudi et al. (20) Literature review 90 studies Q3. Anxiety, burnout,
Q4. high levels of anxiety, as well as burnout
Dutta et al. (21) Systematic review and meta-analysis 1,958 studies, of which 33 studies including N = 39,703 Q3. Depression, anxiety symptoms, poor sleep quality followed by insomnia and stress among HCWs
Q4. A high prevalence of depressive complaints, anxiety, poor sleep quality resulting in insomnia, and stress were reported.
Hao et al. (22) Systematic Review and Meta-Analysis 20 studies, n = 10,886 Q3. HCW have depression, anxiety, insomnia, post-traumatic stress symptoms, phobia, obsessive-compulsive symptoms, and somatization symptoms
Q4. Relatively high prevalence rate
Li and Scherer (23) Systematic review and meta-analysis 65 studies, n = 97,333 Q3. Moderate depression, anxiety, and PTSD
Q4. A high prevalence
Marvaldi et al. (24) Systematic review and meta-analysis 70 studies, n = 101,017 Q3. Anxiety; depression; acute stress; post-traumatic stress, sleep disorders
Q4. 30 % of anxiety (24.2–37.05); 31.1 % of depression (25.7–36.8); 56.5 % of acute stress (30.6–80.5); 20,2% of post-traumatic stress (9.9-33.0); 44.0 % of sleep disorders (24.6–64.5)
Olay et al. (25) Systematic Review and Meta-Analysis 57 studies Q3. Depression,
Q4. The pooled prevalence in HCW 24% (95% CI: 20–28%): differentiated for function: 43% for frontline professionals (95% CI: 28–59%), 25% for nurses (95% CI: 18–33%), and 24% for physicians (95% CI: 16–31%), and.
Raoofi et al. (26) Systematic review plus meta-analysis. 46 studies, n = 61,551 Q3. Anxiety
Q4.Prevalence among HCWs was 26.1% (95% CI 19% to 34.6%)
Santabárbara et al. (27) Meta-Analysis, Systematic Review 71 studies Q3. Anxiety,
Q4. HCW experience significant levels of anxiety, especially those on the frontline and nurses.
Saragih et al. (28) Systematic Review and Meta-Analysis 38 studies Q3. PTSD was reported as psychological complaints which occurred most frequently, followed by anxiety, depression, and distress.
Q4. The pooled prevalence of mental health complaints for PTSD 49%, distress 49%, anxiety 40%, and depression 37%.
Styra et al. (29) Cross-sectional, multi-centered hospital online survey N = 3,852 Q3. Moderate/severe scores for symptoms of PTSD; Anxiety, depression
Q4. Amongst HCW complaints like PTSD (50.2%), depression (31.5%) and anxiety (24.6%), were reported
Wu et al. (30) Systematic Review and Meta-Analysis 66 studies, n = 221,970 Q3. Depression, anxiety, distress, and insomnia
Q4. Pooled prevalence was 31.4%, 31.9%, 41.1% and 37.9%, the prevalence of insomnia in respectively Physicians, nurses, and non-medical staff was higher (Q = 196.64, p < 0.01) than other populations
Yan et al. (31) Systematic Review and Meta-Analysis 35 studies, n = 25,343 Q3. Ear-related symptoms, stress, anxiety symptoms,; insomnia,; posttraumatic stress disorder symptoms,; depressive symptoms, and somatic symptoms,
Q4. Ear-related symptoms, 67; stress, 56; anxiety symptoms, 41%; insomnia, 41%; posttraumatic stress disorder symptoms, 38%; depressive symptoms, 27%; and somatic symptoms, 16%

Q1; mental health problems amongst HCW before the COVID-19 pandemic, Q2; prevalence of mental health problems amongst HCW before the COVID-19 pandemic, Q3; mental health issues amongst HCW as a result of the COVID-19 pandemic, Q4; prevalence of mental health issues amongst HCW as a results of the COVID-19 pandemic, Q5; sustainable employability of HCW in healthcare, Q6; the relationship between mental health of HCW and SE in healthcare.