Association between Compliance with COVID-19 Restrictions and the Risk of SARS-CoV-2 Infection in Poland
Abstract
:1. Introduction
1.1. The Epidemiological Situation in Poland and in the World during the Second Wave of the COVID-19 Pandemic
1.2. The Need for an Effective Strategy to Fight the COVID-19 Pandemic—The Polish Experience
1.3. The Problem of Compliance with Pandemic Restrictions
1.4. Study Aims
2. Materials and Methods
2.1. Sample Composition
2.2. Research Methods and Time Horizon
2.3. Statistical Analysis
3. Results
4. Discussion
Study Limitations and Strengths
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Variable | Number of Respondents, n | Percentage of Respondents, % | |
---|---|---|---|
Sex | Female | 562 | 51.00 |
Male | 539 | 49.00 | |
Age, y | 18–24 | 411 | 37.33 |
25–40 | 382 | 25.61 | |
41–60 | 206 | 18.71 | |
>60 | 102 | 9.26 | |
Education | Primary | 66 | 6.00 |
Basic vocational | 80 | 7.26 | |
High school | 955 | 86.74 | |
Place of residence | Village | 266 | 24.16 |
Town < 50,000 residents | 169 | 15.35 | |
Town < 100,000 residents | 181 | 16.44 | |
City < 250,000 residents | 113 | 10.26 | |
City > 250,000 residents | 372 | 33.79 | |
Employment status | Pupil/student | 418 | 37.97 |
Professionally active | 553 | 50.23 | |
Unemployed | 72 | 6.53 | |
Pensioner | 58 | 5.27 | |
Self-reported health status | Excellent | 87 | 7.90 |
Very good | 457 | 41.51 | |
Good | 475 | 43.14 | |
Not too good | 70 | 6.36 | |
Poor | 12 | 1.09 | |
Type of professional work | Blue-collar | 160 | 14.53 |
On benefits | 11 | 0.99 | |
White-collar | 393 | 35.69 | |
Self-estimated risk of COVID-19 infection at the workplace | No risk | 130 | 11.80 |
Small risk | 150 | 13.62 | |
Moderate risk | 540 | 49.04 | |
High risk | 281 | 25.54 | |
Place of work during the pandemic | On-site work | 230 | 20.89 |
Remote work | 202 | 18.35 | |
Hybrid work | 121 | 10.99 | |
Unemployed | 61 | 5.54 |
Type of Restrictions | Number of Respondents, n | Percentage of Respondents, % | |
---|---|---|---|
Covering the mouth and nose with a mask and/or a face shield in public places, including: | Any | 1071 | 97.28 |
Surgical masks | 422 | 38.33 | |
Cotton masks | 508 | 46.14 | |
Medical filtering half-masks FFP1, FFP2, FFP3 | 85 | 7.72 | |
Covering the mouth when sneezing or coughing | 985 | 97.55 | |
Self-reported frequency of hand washing with soap and water | Very often | 553 | 50.23 |
Often | 491 | 44.60 | |
Sometimes | 51 | 4.63 | |
Rarely | 5 | 0.45 | |
Never | 1 | 0.09 | |
Self-reported frequency of using hand disinfectant liquids with high ethanol content in public places | “I usually use them” (very often, often) | 650 | 59.04 |
“I usually do not use them” (sometimes, rarely, never) | 450 | 40.96 | |
Social distancing (minimum 1.5 m distance) in public places | “I usually maintain social distance” (very often, often) | 923 | 83.83 |
“I usually do not maintain social distance” (sometimes, rarely, never) | 178 | 16.17 | |
Self-reported use of disposable gloves in public places | Very often | 48 | 4.36 |
Often | 108 | 9.81 | |
Sometimes | 191 | 17.35 | |
Rarely | 384 | 34.88 | |
Never | 370 | 33.61 |
Level of Compliance, | Number (%) of Respondents | |
---|---|---|
points (Me, Q1–Q3) | 19 (17–20) | |
Good | 19–24 | 428 (38.87) |
Average | 15–18 | 528 (47.96) |
Low | 0–14 | 145 (13.17) |
Variable | Level of Compliance with Restrictions | ||||||
---|---|---|---|---|---|---|---|
Univariate Model | Multiple Model | ||||||
Coeff. | SE | p Value | Coeff. | SE | p Value | ||
Sex | Female | (ref) | |||||
Male | −0.67 | −1.85 | 0.246 | −0.42 | 0.17 | 0.019 | |
Age, y | 18–24 | (ref) | |||||
25–40 | 1.11 | 0.24 | 0.012 | ||||
41–60 | 3.48 | 2.43 | <0.0001 | 2.97 | 2.07 | <0.0001 | |
>60 | 3.85 | 2.09 | <0.0001 | 3.11 | 1.84 | <0.0001 | |
Education | Primary | (ref) | |||||
Basic vocational | 2.98 | 0.11 | 0.062 | ||||
High school | 0.15 | −0.79 | 0.754 | ||||
Place of work during the pandemic | Unemployed | (ref) | |||||
On-site | 0.79 | −2.77 | 0.660 | ||||
Hybrid work | 0.51 | −3.30 | 0.792 | ||||
Remote work | 0.67 | −3.39 | 0.743 | ||||
Risk of COVID-19 infection at the workplace | No risk | (ref) | |||||
Small risk | 0.11 | −0.88 | 0.816 | ||||
Moderate risk | 0.18 | −1.35 | 0.615 | ||||
High risk | 0.27 | −0.89 | 0.770 | ||||
Self-reported health status | Excellent | (ref) | |||||
Very good | 1.34 | 0.26 | 0.015 | 1.39 | 0.19 | 0.044 | |
Good | 1.20 | 0.16 | 0.023 | 1.26 | 0.18 | 0.040 | |
Not so good | 0.56 | −1.84 | 0.647 | ||||
Poor | −0.17 | −3.06 | 0.908 | ||||
SARS-CoV-2 test result | Negative | (ref) | |||||
Positive | 0.11 | −0.88 | 0.816 | ||||
Direct contact with a person diagnosed with COVID-19 | No | (ref) | |||||
Yes | −0.21 | −2.41 | 0.853 | ||||
Contact with a person suspected of SARS-CoV-2 infection or with infectious materials | No | (ref) | |||||
Yes | 0.15 | −0.89 | 0.770 |
Variable | Risk of COVID-19 | ||||||
---|---|---|---|---|---|---|---|
Univariate Regression Model | Multiple Regression Model | ||||||
OR | 95% CI | p Value | OR | 95% CI | p Value | ||
Sex | Female | (ref) | |||||
Male | 1.29 | 0.70–3.14 | 0.406 | ||||
Age, y | 18–24 | (ref) | (ref) | ||||
25–40 | 4.56 | 2.56–8.07 | <0.001 | 4.52 | 2.53–8.06 | <0.001 | |
41–60 | 7.84 | 3.95–15.58 | <0.001 | 7.89 | 3.97–15.70 | <0.001 | |
>60 | 3.09 | 0.92–10.36 | 0.067 | 3.13 | 0.94–10.52 | 0.064 | |
Covering the mouth and nose with a mask and/or a face shield in public places | No | (ref) | (ref) | ||||
Yes | 0.24 | 0.06–0.89 | 0.031 | 0.26 | 0.09–0.95 | 0.042 | |
Self-reported frequency of hand washing with soap and water | Rarely/never | (ref) | |||||
Very often/often | 1.22 | 0.11–13.50 | 0.876 | ||||
Self-reported frequency of using sanitizers with high ethanol content in public places | Rarely/never | (ref) | (ref) | ||||
Very often/often | 0.45 | 0.30–0.68 | <0.001 | 0.47 | 0.34–0.74 | <0.001 | |
Maintaining social distance (minimum 1.5-m distance) in public space | No | (ref) | (ref) | ||||
Yes | 0.593 | 0.34–1.05 | 0.052 | 0.53 | 0.24–0.97 | 0.043 | |
Self-reported use of disposable gloves in public places | Rarely/never | (ref) | (ref) | ||||
Very often/often | 0.44 | 0.25–0.72 | <0.001 | 0.49 | 0.36–0.83 | <0.001 |
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Hoffmann, K.; Michalak, M.; Bońka, A.; Bryl, W.; Myśliński, W.; Kostrzewska, M.; Kopciuch, D.; Zaprutko, T.; Ratajczak, P.; Nowakowska, E.; et al. Association between Compliance with COVID-19 Restrictions and the Risk of SARS-CoV-2 Infection in Poland. Healthcare 2023, 11, 914. https://doi.org/10.3390/healthcare11060914
Hoffmann K, Michalak M, Bońka A, Bryl W, Myśliński W, Kostrzewska M, Kopciuch D, Zaprutko T, Ratajczak P, Nowakowska E, et al. Association between Compliance with COVID-19 Restrictions and the Risk of SARS-CoV-2 Infection in Poland. Healthcare. 2023; 11(6):914. https://doi.org/10.3390/healthcare11060914
Chicago/Turabian StyleHoffmann, Karolina, Michał Michalak, Aleksandra Bońka, Wiesław Bryl, Wojciech Myśliński, Magdalena Kostrzewska, Dorota Kopciuch, Tomasz Zaprutko, Piotr Ratajczak, Elżbieta Nowakowska, and et al. 2023. "Association between Compliance with COVID-19 Restrictions and the Risk of SARS-CoV-2 Infection in Poland" Healthcare 11, no. 6: 914. https://doi.org/10.3390/healthcare11060914
APA StyleHoffmann, K., Michalak, M., Bońka, A., Bryl, W., Myśliński, W., Kostrzewska, M., Kopciuch, D., Zaprutko, T., Ratajczak, P., Nowakowska, E., Kus, K., & Paczkowska, A. (2023). Association between Compliance with COVID-19 Restrictions and the Risk of SARS-CoV-2 Infection in Poland. Healthcare, 11(6), 914. https://doi.org/10.3390/healthcare11060914