Submitted:
01 April 2025
Posted:
01 April 2025
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Public Education Intervention on Vaccines

2.2. Healthcare Provider Training
2.3. Data Inputs and Analysis
3. Results
3.1. Public Education Intervention
| Have you heard these rumors about COVID-19 Vaccines? | |||||
|---|---|---|---|---|---|
| Vaccine contains microchips | Vaccine contains magnets | Vaccine will change my DNA | Vaccine will cause COVID-19 | Vaccine will turn me into a zombie | |
| Never heard | 34% | 35% | 33% | 26% | 37% |
| Heard but don’t believe | 45% | 47% | 48% | 52% | 49% |
| Heard and thinks it’s possible | 16% | 15% | 17% | 19% | 12% |
| Heard and believe | 4% | 3% | 2% | 3% | 2% |
| Prior COVID-19 Testing | Prior COVID-19 Vaccination | Willingness to be Vaccinated | |
| Sex | 1.099 (.129) |
1.399 (.158)** |
.882 (.108) |
| Age | 1.004 (.005) |
1.037 (.005)*** |
1.018 (.005)*** |
| Children | 1.300 (.172)* |
1.029 (.135) |
.864 (.112) |
| Education | 1.245 (.044)*** |
1.368 (.049)*** |
1.201 (.044)*** |
| Religiosity | 1.091 (.052)* |
1.205 (.060)*** |
.880 (.041)** |
| Exposed to HCP Discussion | 1.058 (.057) |
||
| Exposed to Fabric | 1.036 (.050) |
||
| Exposed to Public Education Event | 1.237 (.065)*** |
||
| Exposed to Poster | 1.015 (.048) |
||
| Exposed to Radio Advertisement | 1.223 (.059)*** |
||
| Constant | .155 (.037)*** |
.035 (.009)*** |
.382 (.109)*** |
| Number of Observations | 2,957 | 3,117 | 2,427 |
| Psuedo R2 | .066 | .190 | .123 |
|
Notes: *p<.1 **p<.05***p<.01. All dependent variables coded 0/1 for no/yes. Fixed effects by clinic included but not presented. Standard error in parentheses under estimates. Sex: 0=female 1=male. Children: 0=none 1=have children. Education 0=no schooling 1=primary schooling 2=secondary schooling 3=tertiary schooling 4=university. Religiosity: 0=never attend services 1=attend services for holidays 2=attend services monthly 3= attend services weekly 4=attend services daily. Exposure 0=none 1=exposed. | |||
| Trust Community HCP | Trust Government Health Authorities | |
| Sex | .642 (.161)* |
1.029 (.160) |
| Age | 1.016 (.012) |
1.003 (.006) |
| Children | 1.229 (.341) |
1.205 (.195) |
| Education | 1.413 (.124)*** |
1.111 (.051)** |
| Religiosity | .853 (.089)* |
1.027 (.058) |
| Exposed to HCP Discussion | 1.749 (.183)*** |
1.293 (.083)*** |
| Exposed to Fabric | .969 (.108) |
1.280 (.077)*** |
| Exposed to Public Education Event | 1.514 (.163)*** |
1.215 (.081)*** |
| Exposed to Poster | .904 (.100) |
.972 (.056) |
| Exposed to Radio Advertisement | 1.478 (.154)*** |
1.422 (.085)*** |
| Constant | 1.064 (.595) |
.797 (.279) |
| Number of Observations | 2,966 | 2,959 |
| Psuedo R2 | .260 | .343 |
| Notes: *p<.1 **p<.05***p<.01. All dependent variables coded 0/1 for no/yes. Fixed effects by clinic included but not presented. Standard error in parentheses under estimates.Sex: 0=female 1=male. Children: 0=none 1=have children. Education 0=no schooling 1=primary schooling 2=secondary schooling 3=tertiary schooling 4=university. Religiosity: 0=never attend services 1=attend services for holidays 2=attend services monthly 3= attend services weekly 4=attend services daily. Exposure 0=none 1=exposed. | ||
3.2. Healthcare Provider Training Intervention
4. Discussion
5. Conclusion
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgements
Conflicts of Interest
| 1 | The first doses arrive in Mali on March 31, and the minister of health, Dr. Fanta Siby, made a point of being vaccinated on live television. https://www.unicef.org/mali/en/press-releases/covid-19-vaccination-programme-kicks-mali
|
| 2 | Keniero is located about 70 kilometers outside of Bamako in the district of Siby. |
| 3 | Vaccines are safe p<.001; Vaccines are important for children p<.01; Vaccines are effective p<.05; I trust the government for healthcare recommendations p<.05 |
References
- Cissoko, M., Landier, J., Kouriba, B., Sangare, A.K., Katilé, A., Djimde, A.A., Berthé, I., Traore, S., Thera, I., Hadiata, M., Sogodogo, E., Coulibaly, K., Guindo, A., Dembele, O., Sanogo, S., Doumbia, Z., Dara, C., Altmann, M., Bonnet, E., Balique, H., Sagaon-Teyssier, L., Vidal, L., Sagara, I., Bendiane, M.K. (2020). SARS- CoV- 2 seroprevalence and living conditions in Bamako (Mali): a cross- sectional multistage household survey after the first epidemic wave, 2020. BMJ Open. 13:4. [CrossRef]
- Crippin, T., Tounkara, K., Squibb, E., Beseme, S., Barry, K., Sangare, K., Coulibaly, S., Fané, P., Bagayoko, A., Koita, O.A., Teguété, I., De Groot, A.S. (2022). A story-telling cloth approach to motivating cervical cancer screening in Mali. Frontiers in Public Health. 10. [CrossRef]
- Crippin, T., Tounkara, K., Munir, H., Squibb, E., Piotrowski, C., Koita, O. A., Teguété, I., De Groot, A. S. (2024). Our Daughters—Ourselves: Evaluating the Impact of Paired Cervical Cancer Screening of Mothers with HPV Vaccination for Daughters to Improve HPV Vaccine Coverage in Bamako, Mali. Vaccines. 12:9. [CrossRef]
- De Groot, A.S,, Tounkara, K., Rochas, M., Beseme, S., Yekta, S., Diallo, F.S., Tracy, J.K., Teguete, I., Koita, O.A. (2017). Knowledge, attitudes, practices and willingness to vaccinate in preparation for the introduction of HPV vaccines in Bamako, Mali. PLoS One. 12:2. [CrossRef]
- Ly, B.A., Ahmed, M.A.A., Millimouno, T.M., Cissoko, Y., Faye, C.L., Traoré, F.B., Diarra, N.H., Toure, M., Telly, N., Sangho, H., Doumbia, S. (2022). Information about COVID-19: lessons learned from Mali. Health Sciences and Disease. 23:11. [CrossRef]
- Maiga, A.I., Saliou, M,. Kodio, A., Traore, A.M., Dabo, G., Flandre, P., Fofana, D.B., Ammour, K., Tra, N.O.M.E., Dolo, O., Marcelin, A.G., Todesco, E. (2022). High SARS-CoV-2 seroprevalence among health care workers in Bamako referral hospitals: a prospective multisite cross-sectional study (ANRS COV11). Clin. Microbiol. Infect. 28(6), 900-902. [CrossRef]
- Osuagwu, U.L., Mashige, K.P., Ovenseri-Ogbomo, G., Envuladu, E.A,, Abu, E.K., Miner, C.A,, Timothy, C.G., Ekpenyong, B.N., Langsi, R., Amiebenomo, O.M., Oloruntoba, R., Goson, P.C., Charwe, D.D., Ishaya, T., Agho, K.E. (2023) The impact of information sources on COVID-19 vaccine hesitancy and resistance in sub-Saharan Africa. BMC Public Health. 23:38. [CrossRef]
- Ozoh, O.B., Akinkugbe, A.O., Olukoya, M.A., Adetifa, I.M.O. (2023). Enablers and barriers to COVID-19 vaccine uptake in an urban slum in Lagos, Nigeria: informing vaccine engagement strategies for the marginalized. Int. Health. 15:5. [CrossRef]
- Pengpid, S., Peltzer, K., Sathirapanya, C., Thitichai, P., Faria de Moura Villela, E., Rodrigues Zanuzzi, T., de Andrade Bandeira, F., Bono, S.A., Siau, C.S., Chen, W.S., Hasan, M.T., Sessou, P., Ditekemena, J.D., Hosseinipour, M.C., Dolo, H., Wanyenze, R.K,, Nelson Siewe Fodjo, J., Colebunders, R. (2020). Psychosocial factors associated with adherence to COVID-19 preventive measures in low-middle- income countries, December 2020 to February 2021. Int. J. Public Health. 67. [CrossRef]
- Téguété, I., Dolo, A., Sangare, K., Sissoko, A., Rochas, M., Beseme, S., Tounkara, K., Yekta, S., De Groot, A.S., Koita, O. A. (2017). Prevalence of HPV 16 and 18 and attitudes toward HPV vaccination trials in patients with cervical cancer in Mali. PloS One. 12:2. [CrossRef]
- World Bank Group. (2020) Mali Featured Indicators. https://genderdata.worldbank.org/countries/mali/. Accessed 30.03.2025.
- World Bank. Mali- COVID-19 High Frequency Phone Survey of Households, 2020. www.microdata.worldbank.org. Accessed 30.03.2025.
- World Health Organization. (2023). Mali COVID-19. https://www.who.int/countries/mli. Accessed 30.03.2025.
- World Health Organization. (2023). COVID-19 Dashboard. https://data.who.int/dashboards/covid19/vaccines?n=c. Accessed 30.03.2025.
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2025 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).