Behavioral and Cultural Insights, a Nationwide Study Based on Repetitive Surveys of WHO Behavioral Insights Tool in Greece Regarding COVID-19 Pandemic and Vaccine Acceptance
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Protocol
2.2. Development of Surveys
2.3. Variables
2.4. Questionnaire
2.5. Data Analysis
3. Results
3.1. Trends in Vaccination Intention
3.2. Socio-Demographic Characteristics
3.3. COVID-19 Infection Status
3.4. Prevention, Knowledge and Behaviours
3.5. Factor Analysis
3.6. Multivariate Analysis
4. Discussion
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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Survey | Vaccination Intention | Vaccination or Intention to Be Vaccinated | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Variable | Categories | 1 | 2 | 3 | 4 | 5 | Comparison between Surveys | (Surveys 1–4) | (Survey 5) | ||
OR 95%CI | Sig. | OR 95%CI | Sig. | ||||||||
Gender | Male | 488 (48.5) | 486 (48.5) | 486 (48.6) | 486 (48.6) | 486 (48.6) | 0.999 | 1.04 (0.88–1.22) | 0.687 | 1.04 (0.81–1.35) | 0.739 |
Female | 517 (51.5) | 515 (51.5) | 514 (51.4) | 514 (51.4) | 514 (51.4) | Ref. | Ref. | ||||
Age groups | 18–30 | 206 (20.5) | 199 (19.9) | 204 (20.4) | 202 (20.2) | 204 (20.4) | 0.907 | Ref. | Ref. | ||
31–50 | 334 (33.2) | 329 (32.9) | 348 (34.8) | 350 (35.0) | 356 (35.6) | 1.42 (1.12–1.80) | 0.004 | 1.50 (1.06–2.13) | 0.022 | ||
51–65 | 270 (26.9) | 267 (26.7) | 245 (24.5) | 238 (23.8) | 237 (23.7) | 2.54 (1.98–3.27) | <0.001 | 4.58 (3.05–6.88) | <0.001 | ||
66–90 | 196 (19.5) | 206 (20.5) | 206 (20.5) | 210 (21.0) | 203 (20.3) | 7.83 (5.75–10.66) | <0.001 | 10.28 (6.25–16.92) | <0.001 | ||
Years of education | 0–9 years | 86 (8.5) | 131 (13.1) | 109 (10.9) | 98 (9.8) | 58 (5.8) | <0.001 | Ref. | Ref. | ||
10–12 years | 296 (29.5) | 280 (28.0) | 287 (28.7) | 312 (31.2) | 287 (28.7) | 0.45 (0.33–0.61) | <0.001 | 0.96 (0.53–1.73) | 0.878 | ||
More than 12 | 623 (62.0) | 590 (58.9) | 605 (60.5) | 590 (59.0) | 654 (65.4) | 0.60 (0.45–0.81) | <0.001 | 0.77 (0.44–1.36) | 0.368 | ||
Health professionals | 153 (15.2) | 156 (15.6) | 170 (17.0) | 180 (18.0) | 143 (14.3) | 0.169 | 0.86 (0.69–1.08) | 0.195 | 1.21 (0.84–1.75) | 0.309 | |
Area of residence | Rural | 245 (24.4) | 244 (24.4) | 244 (24.4) | 244 (24.4) | 244 (24.4) | 0.999 | Ref. | Ref. | ||
Urban | 760 (75.6) | 757 (75.6) | 756 (75.6) | 756 (75.6) | 756 (75.6) | 1.25 (1.04–1.51) | 0.020 | 1.01 (0.75–1.36) | 0.960 |
Survey | Vaccination Intention | Vaccination or Intention to Be Vaccinated | ||||||||
---|---|---|---|---|---|---|---|---|---|---|
Categories | 1 | 2 | 3 | 4 | 5 | Comparison between Surveys | Surveys 1–4 | Survey 5 | ||
OR 95%CI | Sig. | OR 95%CI | Sig. | |||||||
Q14 (symptoms) (>5 correct answers) | 888 (88.4) | 892 (89.1) | 875 (87.5) | 907 (90.7) | 882 (88.2) | 0.201 | 2.24 (1.74–2.88) | <0.001 | 1.75 (1.19–2.56) | 0.004 |
Q25. National recommendations to prevent COVID-19 infection are followed | 683 (68.0) | 594 (59.3) | 658 (65.9) | 628 (62.9) | 634 (63.4) | 0.001 | 18.52 (11.97–28.64) | <0.001 | 14.42 (5.86–35.48) | <0.001 |
Frequently washed my hands with soap and water for at least 20 s | 931 (93.4) | 908 (91.6) | 926 (93.2) | 927 (93.7) | 914 (92.3) | 0.358 | 3.01 (2.19–4.14) | <0.001 | 2.78 (1.57–4.91) | <0.001 |
Avoided touching my eyes, nose and mouth with unwashed hands | 903 (91.1) | 903 (91.5) | 894 (90.4) | 897 (90.3) | 907 (91.7) | 0.755 | 2.72 (2.08–3.54) | <0.001 | 4.63 (2.35–9.11) | <0.001 |
Used disinfectants to clean hands when soap and water were not available | 958 (96.2) | 955 (96.4) | 958 (96.1) | 953 (96.1) | 947 (95.7) | 0.949 | 4.41 (2.90–6.71) | <0.001 | 3.33 (1.60–6.96) | 0.001 |
Remained at home when I was sick or had a cold | 872 (94.8) | 844 (93.0) | 868 (94.1) | 871 (95.1) | 814 (90.5) | <0.001 | 2.63 (1.82–3.79) | <0.001 | 2.68 (1.42–5.06) | 0.002 |
Used herbal supplements to prevent or treat COVID-19 | 335 (35.1) | 336 (36.5) | 289 (30.8) | 313 (33.5) | 282 (30.9) | 0.030 | 0.38 (0.26–0.55) | <0.001 | 0.37 (0.28–0.49) | <0.001 |
Covered my mouth and/or nose when coughing or sneezing | 977 (97.6) | 971 (97.6) | 976 (98.1) | 976 (98.1) | 951 (95.9) | 0.009 | 2.78 (1.50–5.17) | <0.001 | 2.40 (1.17–4.91) | 0.014 |
Being cautious when opening mail parcels and letters | 503 (55.2) | 497 (54.7) | 457 (50.8) | 530 (57.5) | 462 (52.1) | 0.038 | 2.30 (1.92–2.76 | <0.001 | 1.60 (1.22–2.11) | 0.001 |
Vaccinated for influenza | 434 (45.5) | 343 (36.1) | 393 (42.0) | 454 (47.9) | 357 (38.3) | <0.001 | 7.80 (6.25–9.72) | <0.001 | 2.26 (1.72–2.98) | <0.001 |
Wore a face mask | 975 (97.7) | 957 (96.7) | 971 (97.5) | 959 (97.1) | 962 (96.9) | 0.623 | 7.21 (4.12–12.62) | <0.001 | 4.04 (2.13–7.66) | <0.001 |
Used antibiotics to prevent or treat COVID-19 | 129 (13.9) | 121 (13.2) | 110 (12.0) | 115 (12.5) | 122 (14.0) | 0.672 | 0.55 (0.42–0.73) | <0.001 | 0.45 (0.33–0.63) | <0.001 |
Used homeopathic remedies to prevent or treat COVID-19 | 84 (9.2) | 89 (10.1) | 67 (7.5) | 88 (9.9) | 92 (10.7) | 0.189 | 0.51 (0.37–0.71) | <0.001 | 0.46 (0.32–0.67) | <0.001 |
Ensured physical distancing in public areas | 920 (92.6) | 901 (90.8) | 892 (90.9) | 914 (92.6) | 890 (90.8) | 0.307 | 5.02 (3.73–6.75) | <0.001 | 19.74 (7.81–49.86) | <0.001 |
Self-isolation | 695 (71.8) | 648 (68.3) | 717 (74.5) | 689 (71.8) | 627 (65.9) | <0.001 | 2.55 (2.13–3.06) | <0.001 | 2.28 (1.61–3.21) | <0.001 |
Disinfected surfaces | 876 (87.7) | 868 (88.0) | 845 (85.3) | 847 (86.3) | 872 (88.3) | 0.221 | 1.95 (1.54–2.46) | <0.001 | 2.85 (1.76–4.61) | <0.001 |
Consumed garlic, ginger and lemon | 311 (33.8) | 268 (30.6) | 264 (29.8) | 261 (28.7) | 225 (25.9) | 0.008 | 0.53 (0.44–0.64) | <0.001 | 0.59 (0.44–0.80) | 0.001 |
Survey | Vaccination Intention | Vaccination or Intention to Be Vaccinated | ||||||||
---|---|---|---|---|---|---|---|---|---|---|
Categories The Kind of Information I Need the Most Relates to… | 1 | 2 | 3 | 4 | 5 | Comparison between Surveys | Surveys 1–4 | Survey 5 | ||
OR 95%CI | Sig. | OR 95%CI | Sig. | |||||||
how to protect myself and my family from COVID-19 | 885 (88.1) | 855 (85.4) | 884 (88.4) | 891 (89.1) | 870 (87.0) | 0.108 | 4.48 (3.51–5.71) | <0.001 | 2.43 (1.67–3.54) | <0.001 |
the symptoms associated with COVID-19. | 848 (84.4) | 803 (80.2) | 814 (81.4) | 832 (83.2) | 823 (82.3) | 0.132 | 4.28 (3.47–5.29) | <0.001 | 2.19 (1.56–3.04) | <0.001 |
people’s stories about how they deal with the pandemic situation | 590 (58.7) | 581 (58.0) | 592 (59.2) | 621 (62.1) | 594 (59.4) | 0.407 | 1.22 (1.03–1.44) | 0.023 | 0.71 (0.55–0.92) | 0.010 |
about emerging evidence and scientific advancements in the development of vaccines or treatments for COVID-19. | 880 (87.6) | 863 (86.2) | 892 (89.2) | 880 (88.0) | 888 (88.8) | 0.272 | 9.81 (7.50–12.84) | <0.001 | 4.88 (3.16–7.56) | <0.001 |
how to care for a person belonging to a vulnerable group | 843 (83.9) | 817 (81.6) | 824 (82.4) | 866 (86.6) | 804 (80.4) | 0.003 | 2.24 (1.81–2.77) | <0.001 | 2.08 (1.52–2.85) | <0.001 |
how I can protect and ensure continuity of my children’s education | 575 (57.2) | 598 (59.7) | 556 (55.6) | 595 (59.5) | 615 (61.5) | 0.066 | 0.90 (0.76–1.06) | 0.212 | 1.01 (0.78–1.31) | 0.934 |
The difference between COVID-19 and influenza | 820 (81.6) | 770 (76.9) | 773 (77.3) | 795 (79.5) | 782 (78.2) | 0.072 | 3.21 (2.64–3.90) | <0.001 | 2.89 (2.13–3.94) | <0.001 |
about the evolution of the pandemic situation globally | 886 (88.2) | 843 (84.2) | 864 (86.4) | 853 (85.3) | 848 (84.8) | 0.093 | 4.91 (3.89–6.20) | <0.001 | 3.58 (2.49–5.14) | <0.001 |
about the evolution of the pandemic situation in Greece | 886 (88.2) | 856 (85.5) | 899 (89.9) | 870 (87.0) | 878 (87.8) | 0.049 | 6.85 (5.29–8.87) | <0.001 | 3.44 (2.32–5.11) | <0.001 |
informed about competent authorities’ decisions related to COVID19 public health measures | 892 (88.8) | 855 (85.4) | 872 (87.2) | 860 (86.0) | 831 (83.1) | 0.005 | 4.08 (3.20–5.19) | <0.001 | 2.43 (1.74–3.40) | <0.001 |
how the pandemic can affect my financial situation | 854 (85.0) | 865 (86.4) | 869 (86.9) | 869 (86.9) | 835 (83.5) | 0.128 | 1.25 (0.98–1.58) | 0.069 | 1.13 (0.80–1.59) | 0.487 |
how to maintain my mental health and well-being during isolation | 750 (74.6) | 773 (77.2) | 746 (74.6) | 769 (76.9) | 751 (75.1) | 0.474 | 1.58 (1.31–1.90) | <0.001 | 1.44 (1.08–1.93) | 0.013 |
how to maintain my social contacts despite practicing physical distancing | 673 (67.0) | 660 (65.9) | 695 (69.5) | 710 (71.0) | 687 (68.7) | 0.112 | 1.33 (1.12–1.59) | 0.001 | 1.43 (1.09–1.88) | 0.009 |
Variables | Vaccination Intention | ||
---|---|---|---|
Agree/Disagree | |||
Sig. | aOR | 95% CI | |
Age (years) | 0.016 | 1.011 | 1.002–1.019 |
Gender (male/female) | <0.001 | 2.07 | 1.60–2.69 |
Education (10–12/0–9 years) | 0.017 | 0.56 | 0.34-0.90 |
Education (>12/0–9 years) | 0.627 | 0.89 | 0.56–1.42 |
Chronic illness | 0.186 | 1.24 | 0.90–1.72 |
Area of residence (>500,000/<500,000) | 0.145 | 1.22 | 0.94–1.58 |
Knowledge of symptoms (>5/≤5) | 0.008 | 1.69 | 1.15–2.50 |
Knowledge about prevention | 0.935 | 0.99 | 0.74–1.31 |
Influenza vaccination | <0.001 | 4.84 | 3.61–6.50 |
I follow the recommendations of my country’s authorities to prevent the spread of the new coronavirus (Agree/Disagree). | <0.001 | 3.97 | 1.90–8.29 |
I follow the recommendations of my country’s authorities to prevent the spread of the new coronavirus (NAND/Disagree) | 0.001 | 1.63 | 1.24–2.14 |
Mass media and Social media | <0.001 | 1.43 | 1.25–1.62 |
HCWs and states’ instructions | <0.001 | 3.40 | 2.92–3.96 |
Family’s, friends’ and colleagues’ opinion | 0.015 | 0.86 | 0.76–0.97 |
My and my loved ones’ wellbeing and health system overload | <0.001 | 1.62 | 1.42–1.86 |
Country’s economic recession | 0.013 | 1.19 | 1.04–1.36 |
Personal financial problems | 0.001 | 0.79 | 0.69–0.90 |
Losing my social life | 0.048 | 0.88 | 0.78–0.99 |
Survey 4 | Ref. | ||
Survey 1 | 0.004 | 0.60 | 0.42–0.85 |
Survey 2 | 0.345 | 0.85 | 0.60–1.20 |
Survey 3 | 0.628 | 1.09 | 0.77–1.55 |
Variables | Vaccination or Intention to Be Vaccinated | ||
---|---|---|---|
Yes/No | |||
Sig. | aOR | 95% CI | |
Age (years) | <0.001 | 1.04 | 1.03–1.05 |
Gender (male/female) | 0.008 | 1.66 | 1.14–2.40 |
Education (10–12/0–9 years) | 0.189 | 1.74 | 0.76–3.96 |
Education (>12/0–9 years) | 0.565 | 1.26 | 0.57–2.80 |
Chronic illness | 0.582 | 0.88 | 0.57–1.37 |
Area of residence (>500,000/<500,000) | 0.040 | 1.49 | 1.02–2.17 |
Knowledge of symptoms (>5/≤5) | 0.542 | 0.84 | 0.49–1.46 |
Influenza vaccination | <0.001 | 3.49 | 2.34–5.20 |
I follow the recommendations of my country’s authorities to prevent the spread of the new coronavirus (Agree/Disagree) | 0.008 | 10.28 | 3.19–33.12 |
I follow the recommendations of my country’s authorities to prevent the spread of the new coronavirus (NAND/Disagree) | <0.001 | 4.88 | 1.51–15.75 |
HCWs, states’ instructions and public state mass media | <0.001 | 2.23 | 1.79–2.79 |
Private owned Mass media and Social media | 0.599 | 1.05 | 0.88–1.26 |
Family’s, friends’ and colleagues’ opinion | 0.048 | 0.83 | 0.68–1.00 |
My and my loved ones’ wellbeing | 0.061 | 1.21 | 0.99–1.47 |
Country’s economic recession and health system overload | 0.048 | 1.21 | 1.00–1.47 |
Losing my social life | 0.688 | 0.96 | 0.79–1.17 |
Personal financial problems | 0.010 | 0.77 | 0.63–0.94 |
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Prezerakos, P.; Dadouli, K.; Agapidaki, E.; Kravvari, C.-M.; Avakian, I.; Peristeri, A.-M.; Anagnostopoulos, L.; Mouchtouri, V.A.; Fountoulakis, K.N.; Koupidis, S.; et al. Behavioral and Cultural Insights, a Nationwide Study Based on Repetitive Surveys of WHO Behavioral Insights Tool in Greece Regarding COVID-19 Pandemic and Vaccine Acceptance. Int. J. Environ. Res. Public Health 2023, 20, 216. https://doi.org/10.3390/ijerph20010216
Prezerakos P, Dadouli K, Agapidaki E, Kravvari C-M, Avakian I, Peristeri A-M, Anagnostopoulos L, Mouchtouri VA, Fountoulakis KN, Koupidis S, et al. Behavioral and Cultural Insights, a Nationwide Study Based on Repetitive Surveys of WHO Behavioral Insights Tool in Greece Regarding COVID-19 Pandemic and Vaccine Acceptance. International Journal of Environmental Research and Public Health. 2023; 20(1):216. https://doi.org/10.3390/ijerph20010216
Chicago/Turabian StylePrezerakos, Panagiotis, Katerina Dadouli, Eirini Agapidaki, Christina-Maria Kravvari, Ioanna Avakian, Athanasia-Marina Peristeri, Lemonia Anagnostopoulos, Varvara A. Mouchtouri, Konstantinos N. Fountoulakis, Sotirios Koupidis, and et al. 2023. "Behavioral and Cultural Insights, a Nationwide Study Based on Repetitive Surveys of WHO Behavioral Insights Tool in Greece Regarding COVID-19 Pandemic and Vaccine Acceptance" International Journal of Environmental Research and Public Health 20, no. 1: 216. https://doi.org/10.3390/ijerph20010216