When Risk Persists: Two-Time Longitudinal Assessment of Healthcare Workers’ Exposure Risk in the Context of COVID-19
Highlights
- Classification of high-risk occupational exposure increased over time, potentially reflecting shifts in self-reported adherence to IPC practices.
- Adherence to key infection prevention and control practices declined, with nurses showing consistently higher risk.
- Occupational risk requires ongoing monitoring rather than single-time assessment.
- Findings suggest a need for ongoing attention to protective measures, as adherence declines over time.
Abstract
1. Introduction
2. Materials and Methods
2.1. Study Design and Population
2.2. Measurements
2.3. Statistical Analysis
3. Results
3.1. Occupational Risk Results
3.2. Adherence to IPC Measures
3.2.1. Adherence to IPC Measures During Healthcare Interactions
3.2.2. Adherence to IPC Measures When Performing Aerosol-Generating Procedures
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
| HCWs | Healthcare workers |
| IPC | Infection prevention and control |
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| Variables | N (%) |
|---|---|
| Age | |
| <35 years | 20 (9.9%) |
| ≥35 years | 161 (79.3%) |
| Not reported | 22 (10.8%) |
| Gender | |
| Male | 47 (23.2%) |
| Female | 141 (69.5%) |
| Not reported | 5 (2.5%) |
| Type of healthcare professional | |
| Physician | 55 (27.1%) |
| Registered nurse | 81 (39.9%) |
| Nurse assistant | 21 (10.3%) |
| Radiology technician | 4 (2.0%) |
| Respiratory physiotherapist | 4 (2.0%) |
| Dietician | 1 (0.5%) |
| Midwife | 5 (2.5%) |
| Other | 31 (15.3%) |
| Variable | High-Risk at Baseline (n/N, %) [95% CI] | High-Risk at Follow-Up (n/N, %) [95% CI] | p-Value |
|---|---|---|---|
| Age | |||
| <35 years | 13/20 (65%) [0.43–0.83] | 14/20 (70%) [0.48–0.86] | 0.777 |
| ≥35 years | 89/161 (55.3%) [0.47–0.63] | 98/161 (60.9%) [0.53–0.68] | 0.428 |
| Gender | |||
| Male | 28/47 (59.6%) [0.45–0.73] | 29/47 (61.7%) [0.47–0.74] | 0.166 |
| Female | 78/141 (55.3%) [0.47–0.63] | 91/141 (64.5%) [0.56–0.72] | 0.604 |
| HCW type | |||
| Nurses | 68/81 (84%) [0.74–0.90] | 65/81 (80.2%) [0.70–0.88] | <0.001 |
| Physicians | 46/55 (83.6%) [0.72–0.91] | 48/55 (87.3%) [0.76–0.94] | <0.001 |
| Follow-Up: Low-Risk | Follow-Up: High-Risk | Total (Baseline) | |
|---|---|---|---|
| Baseline: Low-risk | 8 (Stable low) | 27 (Increase) | 35 |
| Baseline: High-risk | 10 (Decrease) | 103 (Stable high) | 113 |
| Total (Follow-up) | 18 | 130 | 148 |
| Healthcare Professional Type | High-Risk to Low-Risk | Low-Risk to High-Risk |
|---|---|---|
| Physicians | 5 | 6 |
| Registered Nurses | 9 | 10 |
| Nurse Assistants | 2 | 4 |
| Dieticians | 0 | 1 |
| Technical Staff | 0 | 2 |
| Others | 1 | 4 |
| Question | 1st Assessment | 2nd Assessment | p Value |
|---|---|---|---|
| During the period of a healthcare interaction with a COVID-19 patient, did you wear PPE? Yes/No | 189 (93.10%)/14 (6.9%) | 189 (93.10%)/14 (6.9%) | 1.000 |
| If yes, for each item of PPE below, indicate how often you used it: | |||
| Single glove | |||
| Always, as recommended | 48/189 (25.39%) | 57/189 30.16%) | 0.281 |
| Most of the time (≥50% but not 100%) | 5/189 (2.64%) | 33/189 (17.46%) | |
| Occasionally (20% to 50%) | 8/189 (4.23%) | 58/189 (30.69%) | |
| Rarely (less than 20%) | 127/189 (67.19%) | 41/189 (21.69%) | |
| Medical mask | |||
| Always, as recommended | 185/189 (97.88%) | 187/189 (98.94%) | 0.625 |
| Most of the time (≥50% but not 100%) | 2/189 (1.05%) | 2/189 (1.05%) | |
| Occasionally (20% to 50%) | 2/189 (1.05%) | 0/189 (0%) | |
| Rarely (less than 20%) | 0/189 (0%) | 0/189 (0%) | |
| Face shield or goggles/protective glasses | |||
| Always, as recommended | 179/189 (94.70%) | 187/189 (98.94%) | 0.021 |
| Most of the time (≥50% but not 100%) | 9/189 (4.76%) | 2/189 (1.05%) | |
| Occasionally (20% to 50%) | 0/189 (0%) | 0/189 (0%) | |
| Rarely (less than 20%) | 1/189 (0.53%) | 0/189 (0%) | |
| During the period of healthcare interaction with the COVID-19 patient, did you remove and replace your PPE according to protocol (e.g., when medical mask became wet, disposed of wet PPE in the waste bin, performed hand hygiene, etc.) | |||
| Always, as recommended | 112/203 (55.17%) | 40/203 (19.70%) | <0.001 |
| Most of the time (≥50% but not 100%) | 49/203 (24.14%) | 12/203 (5.91%) | |
| Occasionally (20% to 50%) | 12/203 (5.91%) | 54/203 (26.60%) | |
| Rarely (less than 20%) | 16/203 (7.88%) | 95/203 (46.79%) | |
| During the period of healthcare interaction with the COVID-19 patient, did you perform hand hygiene before and after touching theCOVID-199 patient? NR irrespective of wearing gloves. | |||
| Always, as recommended | 116/203 (57.14%) | 53/203 (26.10%) | <0.001 |
| Most of the time (≥50% but not 100%) | 44/203 (21.67%) | 42/203 (20.69%) | |
| Occasionally (20% to 50%) | 23/203 (11.33%) | 29/203 (14.28%) | |
| Rarely (less than 20%) | 6/203 (2.95%) | 67/203 (33.00%) | |
| During the period of healthcare interaction with the COVID-19 patient, did you perform hand hygiene before and after any clean or aseptic procedure was performed (e.g., inserting peripheric vascular catheters, urinary catheters, intubations, etc.)? | |||
| Always, as recommended | 119/203 (58.62%) | 119/203 (58.62%) | 1.000 |
| Most of the time (≥50% but not 100%) | 68/203 (33.50%) | 68/203 (33.50%) | |
| Occasionally (20% to 50%) | 9/203 (4.43%) | 9/203 (4.43%) | |
| Rarely (less than 20%) | 1/203 (0.49%) | 1/203 (0.49%) | |
| During the period of healthcare interaction with the COVID-19 patient, did you perform hand hygiene after exposure to bodily fluids? | |||
| Always, as recommended | 186/203 (91.62%) | 187/203 (92.11%) | 1.000 |
| Most of the time (≥50% but not 100%) | 3/203 (1.47%) | 4/203 (1.97%) | |
| Occasionally (20% to 50%) | 2/203 (0.98%) | 0/203 (0%) | |
| Rarely (less than 20%) | 0/203 (0%) | 0/203 (0%) | |
| During the period of healthcare interaction with the COVID-19 patient, were high-touch surfaces decontaminated frequently (at least three times daily)? | |||
| Always, as recommended | 90/203 (44.33%) | 56/203 (27.58%) | <0.001 |
| Most of the time (≥50% but not 100%) | 36/203 (17.73%) | 65/203 (32.02%) | |
| Occasionally (20% to 50%) | 21/203 (10.34%) | 20/203 (9.85%) | |
| Rarely (less than 20%) | 8/203 (3.94%) | 14/203 (6.89%) |
| Question | 1st Assessment | 2nd Assessment | p Value |
|---|---|---|---|
| During aerosol-producing procedures on a COVID-19 patient, did you wear PPE? Yes/No | 173 (85.22%)/30 (14.77%) | 173 (85.22%)/30 (14.77%) | 1.000 |
| If yes, for each item of PPE below, indicate how often you used it: | |||
| Single glove | |||
| Always, as recommended | 43/173 (24.85%) | 39/173 (22.54%) | 0.548 |
| Most of the time (≥50% but not 100%) | 7/173 (4.04%) | 10/173 (5.78%) | |
| Occasionally (20% to 50%) | 3/173 (1.73%) | 33/173 (19.07%) | |
| Rarely (less than 20%) | 120/173 (69.36%) | 91/173 (52.60%) | |
| N95 mask (or equivalent respirator) | |||
| Always, as recommended | 167/173 (96.53%) | 167/173 (96.53%) | 1.000 |
| Most of the time (≥50% but not 100%) | 6/173 (3.47%) | 6/173 (3.47%) | |
| Occasionally (20% to 50%) | 0/173 (0%) | 0/173 (0%) | |
| Rarely (less than 20%) | 0/173 (0%) | 0/173 (0%) | |
| Face shield or goggles/protective glasses | |||
| Always, as recommended | 167/173 (96.53%) | 167/173 (96.53%) | 1.000 |
| Most of the time (≥50% but not 100%) | 5/173 (2.89%) | 5/173 (2.89%) | |
| Occasionally (20% to 50%) | 1/173 (0.57%) | 1/173 (0.57%) | |
| Rarely (less than 20%) | 0/173 (0%) | 0/173 (0%) | |
| Disposable gown | |||
| Always, as recommended | 161/173 (93.06%) | 161/173 (93.06%) | 1.000 |
| Most of the time (≥50% but not 100%) | 9/173 (5.20%) | 9/173 (5.20%) | |
| Occasionally (20% to 50%) | 3/173 (1.73%) | 3/173 (1.73%) | |
| Rarely (less than 20%) | 0/173 (0%) | 0/173 (0%) | |
| Waterproof apron | |||
| Always, as recommended | 48/173 (27.75%) | 37/173 (21.38%) | 0.082 |
| Most of the time (≥50% but not 100%) | 10/173 (5.780%) | 12/173 (6.94%) | |
| Occasionally (20% to 50%) | 16/173 (9.24%) | 14/173 (8.09%) | |
| Rarely (less than 20%) | 99/173 (57.22%) | 110/173 (63.58%) | |
| During aerosol-generating procedures on a COVID-19 patient, did you remove and replace your PPE according to protocol? | |||
| Always, as recommended | 101/173 (58.38%) | 88/173 (50.86%) | 0.042 |
| Most of the time (≥50% but not 100%) | 38/173 (21.96%) | 17/173 (9.82%) | |
| Occasionally (20% to 50%) | 18/173 (10.40%) | 23/173 (13.29%) | |
| Rarely (less than 20%) | 13/173 (7.51%) | 42/173 (24.28%) | |
| During aerosol-generating procedures on a COVID-19 patient, did you perform hand hygiene before and after touching theCOVID-199 patient? NR irrespective of wearing gloves | |||
| Always, as recommended | 96/173 (55.49%) | 84/173 (48.55%) | 0.031 |
| Most of the time (≥50% but not 100%) | 45/173 (26.01%) | 30/173 (17.34%) | |
| Occasionally (20% to 50%) | 22/173 (12.71%) | 25/173 (14.45%) | |
| Rarely (less than 20%) | 0/173 (0%) | 26/173 (13.29%) | |
| During aerosol-generating procedures on a COVID-19 patient, did you perform hand hygiene before and after touching theCOVID-199 patient’s surroundings? | |||
| Always, as recommended | 89/173 (51.44%) | 74/173 (42.77%) | 0.018 |
| Most of the time (≥50% but not 100%) | 42/173 (24.27%) | 33/173 (19.08%) | |
| Occasionally (20% to 50%) | 28/173 (16.18%) | 18/173 (10.40%) | |
| Rarely (less than 20%) | 9/173 (5.20%) | 43/173 (24.86%) | |
| During aerosol-generating procedures on a COVID-19 patient, were high-touch surfaces decontaminated frequently (at least three times daily)? | |||
| Always, as recommended | 67/173 (38.72%) | 45/173 (26.01%) | <0.001 |
| Most of the time (≥50% but not 100%) | 33/173 (19.07%) | 36/173 (20.80%) | |
| Occasionally (20% to 50%) | 30/173 (17.34%) | 25/173 (14.45%) | |
| Rarely (less than 20%) | 8/173 (4.62%) | 32/173 (18.50%) |
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Akrivouli, G.; Papagiannis, D.; Daniil, Z.; Lampropoulos, I.C.; Rouka, E.; Spanos, M.; Gourgoulianis, K.I.; Malli, F. When Risk Persists: Two-Time Longitudinal Assessment of Healthcare Workers’ Exposure Risk in the Context of COVID-19. Healthcare 2026, 14, 384. https://doi.org/10.3390/healthcare14030384
Akrivouli G, Papagiannis D, Daniil Z, Lampropoulos IC, Rouka E, Spanos M, Gourgoulianis KI, Malli F. When Risk Persists: Two-Time Longitudinal Assessment of Healthcare Workers’ Exposure Risk in the Context of COVID-19. Healthcare. 2026; 14(3):384. https://doi.org/10.3390/healthcare14030384
Chicago/Turabian StyleAkrivouli, Garyfallia, Dimitrios Papagiannis, Zoe Daniil, Ioannis C. Lampropoulos, Erasmia Rouka, Michael Spanos, Konstantinos I. Gourgoulianis, and Foteini Malli. 2026. "When Risk Persists: Two-Time Longitudinal Assessment of Healthcare Workers’ Exposure Risk in the Context of COVID-19" Healthcare 14, no. 3: 384. https://doi.org/10.3390/healthcare14030384
APA StyleAkrivouli, G., Papagiannis, D., Daniil, Z., Lampropoulos, I. C., Rouka, E., Spanos, M., Gourgoulianis, K. I., & Malli, F. (2026). When Risk Persists: Two-Time Longitudinal Assessment of Healthcare Workers’ Exposure Risk in the Context of COVID-19. Healthcare, 14(3), 384. https://doi.org/10.3390/healthcare14030384

