Patterns of Distress and Supportive Resource Use by Healthcare Workers During the COVID-19 Pandemic
Abstract
1. Introduction
2. Methods
2.1. Measures
2.2. Procedures
2.3. Statistical Analysis
3. Results
3.1. Participants
3.2. Trends of Psychological Distress
4. Discussion
4.1. First COVID-19 Government-Mandated Lockdown
4.2. Lifting of First Government-Mandated Lockdowns
4.3. Second Wave (The Beta Variant)
4.4. Prolonged Impact of the COVID-19 Third Wave on Healthcare Worker Distress
- Mental Health Support Access
- Occupational Stress and Support Interventions
4.5. Limitations and Directions for Future Research
4.6. Implications
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Appendix A
Month | Resource | n | % of Monthly Respondents |
---|---|---|---|
April 2020 (n = 848) | Online | 199 | 23.5 |
EAP | 21 | 2.5 | |
Professional | 47 | 5.5 | |
One on One | - | - | |
Group | - | - | |
Lavender Alert | - | - | |
Family/Friends | - | - | |
Colleagues | - | - | |
None | 518 | 61.1 | |
Other | 133 | 15.7 | |
May 2020 (n = 332) | Online | 71 | 21.4 |
EAP | 10 | 3.0 | |
Professional | 34 | 10.2 | |
One on One | - | - | |
Group | - | - | |
Lavender Alert | - | - | |
Family/Friends | - | - | |
Colleagues | - | - | |
None | 191 | 57.5 | |
Other | 45 | 13.6 | |
June 2020 (n = 291) | Online | 72 | 24.7 |
EAP | 6 | 2.1 | |
Professional | 27 | 9.3 | |
One on One | 2 | 0.7 | |
Group | 10 | 3.4 | |
Lavender Alert | 5 | 1.7 | |
Family/Friends | 188 | 64.6 | |
Colleagues | 121 | 41.6 | |
None | 76 | 26.1 | |
Other | 20 | 6.9 | |
July 2020 (n = 127) | Online | 28 | 22.1 |
EAP | 9 | 7.1 | |
Professional | 14 | 11.0 | |
One on One | 3 | 2.4 | |
Group | 6 | 4.7 | |
Lavender Alert | 1 | 0.8 | |
Family/Friends | 76 | 59.8 | |
Colleagues | 51 | 40.2 | |
None | 34 | 26.8 | |
Other | 5 | 3.9 | |
August 2020 (n = 175) | Online | 39 | 22.3 |
EAP | 10 | 5.7 | |
Professional | 16 | 9.1 | |
One on One | 4 | 2.3 | |
Group | 14 | 8.0 | |
Lavender Alert | 3 | 1.7 | |
Family/Friends | 108 | 61.7 | |
Colleagues | 58 | 33.1 | |
None | 42 | 24.0 | |
Other | 11 | 6.29 | |
September 2020 (n = 22) | Online | 6 | 27.3 |
EAP | - | - | |
Professional | 6 | 27.3 | |
One on One | 1 | 4.5 | |
Group | 3 | 13.6 | |
Lavender Alert | - | - | |
Family/Friends | 15 | 68.2 | |
Colleagues | 13 | 59.1 | |
None | 5 | 22.7 | |
Other | 5 | 22.7 | |
October 2020 (n = 46) | Online | 11 | 23.9 |
EAP | 5 | 10.9 | |
Professional | 10 | 21.7 | |
One on One | 3 | 6.5 | |
Group | 2 | 4.4 | |
Lavender Alert | - | - | |
Family/Friends | 37 | 80.4 | |
Colleagues | 22 | 47.8 | |
None | 6 | 13.0 | |
Other | 5 | 10.9 | |
November 2020 (n = 76) | Online | 21 | 27.6 |
EAP | 6 | 7.9 | |
Professional | 18 | 23.7 | |
One on One | 3 | 4.0 | |
Group | 4 | 5.3 | |
Lavender Alert | - | - | |
Family/Friends | 54 | 71.1 | |
Colleagues | 33 | 43.0 | |
None | 14 | 18.4 | |
Other | 12 | 15.8 | |
December 2020 (n = 14) | Online | 6 | 42.9 |
EAP | 2 | 14.3 | |
Professional | 3 | 21.4 | |
One on One | - | - | |
Group | 2 | 14.3 | |
Lavender Alert | - | - | |
Family/Friends | 12 | 85.7 | |
Colleagues | 7 | 50.0 | |
None | - | - | |
Other | 3 | 21.4 | |
January 2021 (n = 68) | Online | 18 | 26.5 |
EAP | 9 | 13.2 | |
Professional | 13 | 19.1 | |
One on One | 3 | 4.4 | |
Group | 2 | 2.9 | |
Lavender Alert | - | - | |
Family/Friends | 44 | 64.7 | |
Colleagues | 33 | 48.5 | |
None | 15 | 22.1 | |
Other | 10 | 14.7 | |
February 2021 (n = 90) | Online | 17 | 18.9 |
EAP | 10 | 11.1 | |
Professional | 10 | 11.1 | |
One on One | 1 | 1.1 | |
Group | 7 | 7.8 | |
Lavender Alert | 5 | 5.6 | |
Family/Friends | 57 | 63.3 | |
Colleagues | 35 | 38.9 | |
None | 19 | 21.1 | |
Other | 10 | 11.1 | |
March 2021 (n = 40) | Online | 14 | 35.0 |
EAP | 5 | 12.5 | |
Professional | 8 | 20.0 | |
One on One | 3 | 7.5 | |
Group | 3 | 7.5 | |
Lavender Alert | - | - | |
Family/Friends | 24 | 60.0 | |
Colleagues | 16 | 40.0 | |
None | 7 | 17.5 | |
Other | 1 | 2.5 | |
April 2021 (n = 56) | Online | 14 | 25.0 |
EAP | 6 | 10.7 | |
Professional | 10 | 17.9 | |
One on One | 3 | 5.4 | |
Group | 30 | 53.6 | |
Lavender Alert | - | - | |
Family/Friends | 4 | 7.1 | |
Colleagues | 16 | 28.6 | |
None | 14 | 25.0 | |
Other | 7 | 12.5 | |
May 2021 (n = 53) | Online | 16 | 30.2 |
EAP | 4 | 7.6 | |
Professional | 12 | 22.6 | |
One on One | 4 | 7.5 | |
Group | 7 | 13.2 | |
Lavender Alert | - | - | |
Family/Friends | 34 | 64.2 | |
Colleagues | 17 | 32.1 | |
None | 7 | 13.2 | |
Other | 5 | 9.4 |
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Demographic Variable | n | % |
---|---|---|
Gender | ||
Woman | 585 | 84.97 |
Man | 94 | 13.66 |
Nonbinary | 3 | 0.44 |
Questioning | 1 | 0.15 |
Prefer not to say | 5 | 0.73 |
Age Range | ||
Under 19 | 1 | 0.12 |
20–29 | 153 | 18.23 |
30–39 | 228 | 27.19 |
40–49 | 195 | 23.25 |
50–59 | 180 | 21.44 |
60–69 | 47 | 5.60 |
70+ | 2 | 0.24 |
Responded but did not specify | 33 | 3.93 |
Month | Screens | M | SD | n Positive Screens |
---|---|---|---|---|
April 2020 (n = 945) | Anxiety | 3.04 | 2.04 | 508 |
Depression | 1.79 | 1.85 | 264 | |
PTSD | 1.59 | 1.57 | 256 | |
Burnout | 2.61 | 1.00 | 454 | |
May 2020 (n = 368) | Anxiety | 2.28 | 1.88 | 134 |
Depression | 1.79 | 1.67 | 95 | |
PTSD | 1.49 | 1.59 | 95 | |
Burnout | 2.57 | 1.02 | 172 | |
June 2020 (n = 329) | Anxiety | 1.83 | 1.85 | 84 |
Depression | 1.47 | 1.58 | 66 | |
PTSD | 1.22 | 1.54 | 71 | |
Burnout | 2.60 | 1.05 | 159 | |
July 2020 (n = 147) | Anxiety | 2.23 | 1.81 | 55 |
Depression | 1.71 | 1.72 | 42 | |
PTSD | 13.31 | 5.89 | 58 | |
Burnout | 2.92 | 1.02 | 92 | |
August 2020 (n = 193) | Anxiety | 1.94 | 1.74 | 57 |
Depression | 1.58 | 1.66 | 43 | |
PTSD | 12.31 | 5.91 | 66 | |
Burnout | 2.63 | 1.14 | 96 | |
September 2020 (n = 25) | Anxiety | 2.36 | 1.55 | 10 |
Depression | 1.60 | 1.41 | 7 | |
PTSD | 13.83 | 4.86 | 14 | |
Burnout | 2.60 | 0.87 | 15 | |
October 2020 (n = 51) | Anxiety | 2.90 | 1.91 | 25 |
Depression | 2.53 | 1.99 | 22 | |
PTSD | 14.92 | 5.93 | 27 | |
Burnout | 3.22 | 0.95 | 40 | |
November 2020 (n = 47) | Anxiety | 2.63 | 1.85 | 36 |
Depression | 2.01 | 1.83 | 28 | |
PTSD | 13.65 | 6.10 | 33 | |
Burnout | 2.89 | 1.08 | 46 | |
December 2020 (n = 17) | Anxiety | 3.12 | 2.0 | 9 |
Depression | 2.59 | 1.58 | 8 | |
PTSD | 16.18 | 6.78 | 10 | |
Burnout | 2.94 | 1.25 | 10 | |
January 2021 (n = 74) | Anxiety | 3.34 | 2.15 | 41 |
Depression | 2.58 | 1.85 | 32 | |
PTSD | 15.04 | 6.10 | 39 | |
Burnout | 3.36 | 1.18 | 57 | |
February 2021 (n = 100) | Anxiety | 2.91 | 1.85 | 52 |
Depression | 2.31 | 1.92 | 38 | |
PTSD | 14.78 | 6.29 | 52 | |
Burnout | 3.05 | 1.18 | 61 | |
March 2021 (n = 45) | Anxiety | 3.12 | 1.80 | 24 |
Depression | 2.45 | 1.89 | 17 | |
PTSD | 14.77 | 6.06 | 21 | |
Burnout | 3.19 | 1.07 | 29 | |
April 2021 (n = 64) | Anxiety | 3.14 | 1.79 | 41 |
Depression | 2.63 | 1.83 | 26 | |
PTSD | 14.89 | 6.12 | 37 | |
Burnout | 3.14 | 1.11 | 45 | |
May 2021 (n = 61) | Anxiety | 2.46 | 1.71 | 25 |
Depression | 2.49 | 1.78 | 24 | |
PTSD | 14.41 | 5.99 | 31 | |
Burnout | 2.97 | 1.16 | 37 |
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Habib, M.; Palachi, A.; Korman, M.B.; Steinberg, R.; Cocco, C.; Martin-Doto, C.; Tuka, A.; Cao, X.; Sinyor, M.; Ellis, J. Patterns of Distress and Supportive Resource Use by Healthcare Workers During the COVID-19 Pandemic. Healthcare 2025, 13, 1785. https://doi.org/10.3390/healthcare13151785
Habib M, Palachi A, Korman MB, Steinberg R, Cocco C, Martin-Doto C, Tuka A, Cao X, Sinyor M, Ellis J. Patterns of Distress and Supportive Resource Use by Healthcare Workers During the COVID-19 Pandemic. Healthcare. 2025; 13(15):1785. https://doi.org/10.3390/healthcare13151785
Chicago/Turabian StyleHabib, Mahiya, Aaron Palachi, Melissa B. Korman, Rosalie Steinberg, Claudia Cocco, Catherine Martin-Doto, Andrea Tuka, Xingshan Cao, Mark Sinyor, and Janet Ellis. 2025. "Patterns of Distress and Supportive Resource Use by Healthcare Workers During the COVID-19 Pandemic" Healthcare 13, no. 15: 1785. https://doi.org/10.3390/healthcare13151785
APA StyleHabib, M., Palachi, A., Korman, M. B., Steinberg, R., Cocco, C., Martin-Doto, C., Tuka, A., Cao, X., Sinyor, M., & Ellis, J. (2025). Patterns of Distress and Supportive Resource Use by Healthcare Workers During the COVID-19 Pandemic. Healthcare, 13(15), 1785. https://doi.org/10.3390/healthcare13151785