Submitted:
10 December 2023
Posted:
11 December 2023
Read the latest preprint version here
Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Regional analysis
2.2. Statistical analysis
2.3. Software
3. Results
4. Discussion
4.1. Overview of the Study and Its Context
4.1.1. Methodological Considerations and Data Limitations
4.1.2. Discrepancies in Vaccine Coverage Data and Trend Analysis.
4.2. Analysis of DTP3 Vaccination Trends
4.3. Comparative Global and Regional Perspectives
4.4. Influential Factors and Challenges
4.6. The Role of Healthcare Systems and Planning
4.7. Looking to the Future
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement:
Conflicts of Interest
References
- Ota, M. O. C.; de Moraes, J. C.; Vojtek, I.; Constenla, D.; Doherty, T. M.; Cintra, O.; Kirigia, J. M. Unveiling the Contributions of Immunization for Progressing towards Universal Health Coverage. Hum Vaccin Immunother 2022, 18. [Google Scholar] [CrossRef]
- Suffel, A. M.; Ojo-Aromokudu, O.; Carreira, H.; Mounier-Jack, S.; Osborn, D.; Warren-Gash, C.; McDonald, H. I. Exploring the Impact of Mental Health Conditions on Vaccine Uptake in High-Income Countries: A Systematic Review. BMC Psychiatry 2023, 23, 15. [Google Scholar] [CrossRef] [PubMed]
- Hassan, M. N. A Survey on Hygienic Practices and Immunization Coverage among 12-59 Months Old Children in Urban Slum, Barishal, Bangladesh. Asian Journal of Medical and Biological Research 2022, 8, 277–285. [Google Scholar] [CrossRef]
- Evans, A.; Mahar, A. L.; Deb, B.; Boblitz, A.; Brownell, M.; Guttmann, A.; Stukel, T. A.; Cohen, E.; Sarkar, J.; Eze, N.; Katz, A.; Raveendran, T.; Saunders, N. Gaps in Childhood Immunizations and Preventive Care Visits during the COVID-19 Pandemic: A Population-Based Cohort Study of Children in Ontario and Manitoba, Canada, 2016–2021. Canadian Journal of Public Health 2023, 114, 774–786. [Google Scholar] [CrossRef] [PubMed]
- Stein, R. A. Vaccination: A Public Health Intervention That Changed History & Is Changing with History. Am Biol Teach 2011, 73, 513–519. [Google Scholar] [CrossRef]
- Pan, J.; Wang, Y.; Cao, L.; Wang, Y.; Zhao, Q.; Tang, S.; Gong, W.; Guo, L.; Liu, Z.; Wen, Z.; Zheng, B.; Wang, W. Impact of Immunization Programs on 11 Childhood Vaccine-Preventable Diseases in China: 1950–2018. The Innovation 2021, 2, 100113. [Google Scholar] [CrossRef]
- Espinal, M. A. The Pan American Health Organization: 120 Years in the Americas Hemisphere. The Lancet Regional Health - Americas 2023, 21, 100488. [Google Scholar] [CrossRef] [PubMed]
- Zulfan, G. P.; Sihombing, J. A.; Amin, D. M.; Widiantari, A. D.; Berti, M. P. E.; Murtiani, F. Clinical Manifestation of Childhood Diphtheria. Jurnal Ilmiah Kedokteran Wijaya Kusuma 2023, 12, 1. [Google Scholar] [CrossRef]
- WHO. Global Vaccine Action Plan 2011-2020.; WHO Press: Geneva, 2013. [Google Scholar]
- Shahid, A. S. M. S. Bin; Rahman, A. E.; Shahunja, K. M.; Afroze, F.; Sarmin, M.; Nuzhat, S.; Alam, T.; Chowdhury, F.; Sultana, M. S.; Ackhter, M. M.; Parvin, I.; Saha, H.; Islam, S. Bin; Shahrin, L.; Ahmed, T.; Chisti, M. J. Vaccination Following the Expanded Programme on Immunization Schedule Could Help to Reduce Deaths in Children under Five Hospitalized for Pneumonia and Severe Pneumonia in a Developing Country. Front Pediatr 2023, 11. [Google Scholar] [CrossRef]
- Atteraya, M. S.; Song, I. H.; Ebrahim, N. B.; Gnawali, S.; Kim, E.; Dhakal, T. Inequalities in Childhood Immunisation in South Asia. Int J Environ Res Public Health 2023, 20, 1755. [Google Scholar] [CrossRef]
- Basu, S.; Ashok, G.; Debroy, R.; Ramaiah, S.; Livingstone, P.; Anbarasu, A. Impact of the COVID-19 Pandemic on Routine Vaccine Landscape: A Global Perspective. Hum Vaccin Immunother 2023, 19. [Google Scholar] [CrossRef] [PubMed]
- Budu, E.; Ahinkorah, B. O.; Guets, W.; Ameyaw, E. K.; Essuman, M. A.; Yaya, S. Socioeconomic and Residence-based Related Inequality in Childhood Vaccination in Sub-Saharan Africa: Evidence from Benin. Health Sci Rep 2023, 6. [Google Scholar] [CrossRef]
- Albers, A. N.; Wright, E.; Thaker, J.; Conway, K.; Daley, M. F.; Newcomer, S. R. Childhood Vaccination Practices and Parental Hesitancy Barriers in Rural and Urban Primary Care Settings. J Community Health 2023, 48, 798–809. [Google Scholar] [CrossRef]
- Santoli, J. M.; Lindley, M. C.; DeSilva, M. B.; Kharbanda, E. O.; Daley, M. F.; Galloway, L.; Gee, J.; Glover, M.; Herring, B.; Kang, Y.; Lucas, P.; Noblit, C.; Tropper, J.; Vogt, T.; Weintraub, E. Effects of the COVID-19 Pandemic on Routine Pediatric Vaccine Ordering and Administration — United States, 2020. MMWR Morb Mortal Wkly Rep 2020, 69, 591–593. [Google Scholar] [CrossRef]
- Zhong, Y.; Clapham, H. E.; Aishworiya, R.; Chua, Y. X.; Mathews, J.; Ong, M.; Wang, J.; Murugasu, B.; Chiang, W. C.; Lee, B. W.; Chin, H.-L. Childhood Vaccinations: Hidden Impact of COVID-19 on Children in Singapore. Vaccine 2021, 39, 780–785. [Google Scholar] [CrossRef] [PubMed]
- Tolera, S. T. , Kaweti, G., & Aboma, L. M. Article Review on Potential Impact of COVID-19 Pandemic on Socioeconomic of Ethiopia, Africa. Health Sciences 2022, 11, 19–30. [Google Scholar]
- Yang, J.; Vaghela, S.; Yarnoff, B.; De Boisvilliers, S.; Di Fusco, M.; Wiemken, T. L.; Kyaw, M. H.; McLaughlin, J. M.; Nguyen, J. L. Estimated Global Public Health and Economic Impact of COVID-19 Vaccines in the Pre-Omicron Era Using Real-World Empirical Data. Expert Rev Vaccines 2023, 22, 54–65. [Google Scholar] [CrossRef]
- Chen, X.; Huang, H.; Ju, J.; Sun, R.; Zhang, J. Impact of Vaccination on the COVID-19 Pandemic in U.S. States. Sci Rep 2022, 12, 1554. [Google Scholar] [CrossRef]
- Heffernan, C. The 'New Normal': Delivering Childhood Immunisations during the COVID-19 Pandemic. Practice Nursing 2020, 31. [Google Scholar] [CrossRef]
- Athiyaman, A.; Ajayi, T.; Mutuku, F.; Luwaga, F.; Bryer, S.; Giwa, O.; Mngemane, S.; Edwige, N. N.; Berman, L. Recovering from the Unprecedented Backsliding in Immunization Coverage: Learnings from Country Programming in Five Countries through the Past Two Years of COVID-19 Pandemic Disruptions. Vaccines (Basel) 2023, 11, 375. [Google Scholar] [CrossRef]
- Naor, M.; Pinto, G. D.; Davidov, P.; Abdrbo, L. Rapidly Establishing an Ultra-Cold Supply Chain of Vaccines in Israel: Evidence for the Efficacy of Inoculation to Mitigate the COVID-19 Pandemic. Vaccines (Basel) 2023, 11, 349. [Google Scholar] [CrossRef]
- He, K.; Mack, W. J.; Neely, M.; Lewis, L.; Anand, V. Parental Perspectives on Immunizations: Impact of the COVID-19 Pandemic on Childhood Vaccine Hesitancy. J Community Health 2022, 47, 39–52. [Google Scholar] [CrossRef]
- McDonald, H. I.; Tessier, E.; White, J. M.; Woodruff, M.; Knowles, C.; Bates, C.; Parry, J.; Walker, J. L.; Scott, J. A.; Smeeth, L.; Yarwood, J.; Ramsay, M.; Edelstein, M. Early Impact of the Coronavirus Disease (COVID-19) Pandemic and Physical Distancing Measures on Routine Childhood Vaccinations in England, January to April 2020. Euro Surveill 2020, 25. [Google Scholar] [CrossRef] [PubMed]
- Lassi, Z. S.; Naseem, R.; Salam, R. A.; Siddiqui, F.; Das, J. K. The Impact of the COVID-19 Pandemic on Immunization Campaigns and Programs: A Systematic Review. Int J Environ Res Public Health 2021, 18, 988. [Google Scholar] [CrossRef] [PubMed]
- Alsuhaibani, M.; Alaqeel, A. Impact of the COVID-19 Pandemic on Routine Childhood Immunization in Saudi Arabia. Vaccines (Basel) 2020, 8, 581. [Google Scholar] [CrossRef] [PubMed]
- Palo, S. K.; Dubey, S.; Negi, S.; Sahay, M. R.; Patel, K.; Swain, S.; Mishra, B. K.; Bhuyan, D.; Kanungo, S.; Som, M.; Merta, B. R.; Bhattacharya, D.; Kshatri, J. S.; Pati, S. Effective Interventions to Ensure MCH (Maternal and Child Health) Services during Pandemic Related Health Emergencies (Zika, Ebola, and COVID-19): A Systematic Review. PLoS One 2022, 17, e0268106. [Google Scholar] [CrossRef] [PubMed]
- Kiely, M.; Mansour, T.; Brousseau, N.; Rafferty, E.; Paudel, Y. R.; Sadarangani, M.; Svenson, L. W.; Robinson, J. L.; Gagneur, A.; Driedger, S. M.; MacDonald, S. E. COVID-19 Pandemic Impact on Childhood Vaccination Coverage in Quebec, Canada. Hum Vaccin Immunother 2022, 18. [Google Scholar] [CrossRef] [PubMed]
- Verrier, F.; de Lauzanne, A.; Diouf, J.-B. N.; Zo, A. Z.; Ramblière, L.; Herindrainy, P.; Sarr, F. D.; Sok, T.; Vray, M.; Collard, J.-M.; Borand, L.; Kermorvant-Duchemin, E.; Delarocque-Astagneau, E.; Guillemot, D.; Huynh, B.-T.; Randriamamonjiarison, A. N.; Volahasina, T. A.; Rasoanaivo, F.; Rakotoarimanana, F. M. J.; Raheliarivao, T. B.; Randrianirina, F.; Chon, T.; Goyet, S.; Kerleguer, A.; Ngo, V.; Lach, S.; Long, P.; Tarantola, A.; Diatta, M.; Faye, J.; Seck, A.; Padget, M.; Abdou, A. Y.; Garin, B. Vaccination Coverage and Risk Factors Associated With Incomplete Vaccination Among Children in Cambodia, Madagascar, and Senegal. Open Forum Infect Dis 2023, 10. [Google Scholar] [CrossRef] [PubMed]
- Hogan, D.; Gupta, A. Why Reaching Zero-Dose Children Holds the Key to Achieving the Sustainable Development Goals. Vaccines (Basel) 2023, 11, 781. [Google Scholar] [CrossRef]
- Alexander, C.; Cabrera, M.; Moore, M.; Lomazzi, M. Driving Paediatric Vaccine Recovery in Europe. Vaccines (Basel) 2023, 11, 184. [Google Scholar] [CrossRef]
- Causey, K.; Fullman, N.; Sorensen, R. J. D.; Galles, N. C.; Zheng, P.; Aravkin, A.; Danovaro-Holliday, M. C.; Martinez-Piedra, R.; Sodha, S. V; Velandia-González, M. P.; Gacic-Dobo, M.; Castro, E.; He, J.; Schipp, M.; Deen, A.; Hay, S. I.; Lim, S. S.; Mosser, J. F. Estimating Global and Regional Disruptions to Routine Childhood Vaccine Coverage during the COVID-19 Pandemic in 2020: A Modelling Study. The Lancet 2021, 398, 522–534. [Google Scholar] [CrossRef] [PubMed]
- Wiysonge, C. S.; Uthman, O. A.; Ndumbe, P. M.; Hussey, G. D. Individual and Contextual Factors Associated with Low Childhood Immunisation Coverage in Sub-Saharan Africa: A Multilevel Analysis. PLoS One 2012, 7, e37905. [Google Scholar] [CrossRef] [PubMed]
- WHO. GLOBAL ROUTINE IMMUNIZATION STRATEGIES AND PRACTICES (GRISP) A Companion Document to the Global Vaccine Action Plan (GVAP); WHO: Geneva, 2016. [Google Scholar]
- WHO. Immunization and vaccine-preventable communicable diseases https://www.who.int/data/gho/data/themes/immunization (accessed 2023 -11 -12).
- Immunization and vaccine-preventable communicable diseases https://data.unicef.org/resources/immunization-coverage-are-we-losing-ground/ (accessed 2023 -04 -29).
- Cutts, F. T.; Izurieta, H. S.; Rhoda, D. A. Measuring Coverage in MNCH: Design, Implementation, and Interpretation Challenges Associated with Tracking Vaccination Coverage Using Household Surveys. PLoS Med 2013, 10, e1001404. [Google Scholar] [CrossRef] [PubMed]
- WHO/UNICEF. Progress and Challenges with Achieving Universal Immunization Coverage. 2022 WHO/UNICEF Estimates of National Immunization Coverage (WUENIC); Geneva, 2023.
- Brown, C. L.; Montez, K.; Amati, J. B.; Simeonsson, K.; Townsend, J. D.; Orr, C. J.; Palakshappa, D. Impact of COVID-19 on Pediatric Primary Care Visits at Four Academic Institutions in the Carolinas. Int J Environ Res Public Health 2021, 18, 5734. [Google Scholar] [CrossRef]
- Shet, A.; Carr, K.; Danovaro-Holliday, M. C.; Sodha, S. V; Prosperi, C.; Wunderlich, J.; Wonodi, C.; Reynolds, H. W.; Mirza, I.; Gacic-Dobo, M.; O'Brien, K. L.; Lindstrand, A. Impact of the SARS-CoV-2 Pandemic on Routine Immunisation Services: Evidence of Disruption and Recovery from 170 Countries and Territories. Lancet Glob Health 2022, 10, e186–e194. [Google Scholar] [CrossRef]
- Aguinaga-Ontoso, I.; Guillen-Aguinaga, S.; Guillen-Aguinaga, L.; Alas-Brun, R.; Onambele, L.; Aguinaga-Ontoso, E.; Guillen-Grima, F. COVID-19 Impact on DTP Vaccination Trends in Africa: A Joinpoint Regression Analysis. Vaccines (Basel) 2023, 11, 1103. [Google Scholar] [CrossRef] [PubMed]
- Castrejon, M. M.; Leal, I.; de Jesus Pereira Pinto, T.; Guzmán-Holst, A. The Impact of COVID-19 and Catch-up Strategies on Routine Childhood Vaccine Coverage Trends in Latin America: A Systematic Literature Review and Database Analysis. Hum Vaccin Immunother 2022, 18. [Google Scholar] [CrossRef]
- Munyangaju, I.; López-Varela, E.; Bassat, Q. Closing the Gap in Childhood Immunisation after the Pandemic. BMJ 2023, p627. [Google Scholar] [CrossRef]
- THE GLOBAL HEALTH OBSERVATORY. Immunization and vaccine-preventable communicable diseases Immunization and vaccine-preventable communicable diseases (accessed 2023 -11 -29).
- Kaur, G.; Danovaro-Holliday, M. C.; Mwinnyaa, G.; Gacic-Dobo, M.; Francis, L.; Grevendonk, J.; Sodha, S. V; Sugerman, C.; Wallace, A. Routine Vaccination Coverage — Worldwide, 2022. MMWR Morb Mortal Wkly Rep 2023, 72, 1155–1161. [Google Scholar] [CrossRef]
- World Health Assembly. Immunization Agenda 2030: A Global Strategy to Leave No One Behind.; WHO: Geneva, 2020. [Google Scholar]
- UNICEF. COVID-19 pandemic fuels largest continued backslide in vaccinations in three decades https://www.unicef.org/press-releases/WUENIC2022release (accessed 2023 -05 -16).
- Data Warehouse - UNICEF DATA https://data.unicef.org/resources/data_explorer/unicef_f/?ag=UNICEF&df=IMMUNISATION&ver=1.0&dq=.IM_DTP3..&startPeriod=2000&endPeriod=2022 (accessed 2023 -04 -18).
- UNICEF. Number of Births. Data Warehouse - UNICEF DATA https://data.unicef.org/resources/data_explorer/unicef_f/?ag=UNICEF&df=GLOBAL_DATAFLOW&ver=1.0&dq=.DM_BRTS..&startPeriod=2019&endPeriod=2021 (accessed 2023 -05 -21).
- World Bank. Population, total | Data https://data.worldbank.org/indicator/SP.POP.TOTL (accessed 2023 -05 -21).
- White, K. J. The Durbin-Watson Test for Autocorrelation in Nonlinear Models. Rev Econ Stat 1992, 74, 370. [Google Scholar] [CrossRef]
- Wagner, A. K.; Soumerai, S. B.; Zhang, F.; Ross-Degnan, D. Segmented Regression Analysis of Interrupted Time Series Studies in Medication Use Research. J Clin Pharm Ther 2002, 27, 299–309. [Google Scholar] [CrossRef] [PubMed]
- Lopez Bernal, J.; Cummins, S.; Gasparrini, A. Interrupted Time Series Regression for the Evaluation of Public Health Interventions: A Tutorial. Int J Epidemiol 2016, dyw098. [Google Scholar] [CrossRef] [PubMed]
- Slavova, S.; Rock, P.; Bush, H. M.; Quesinberry, D.; Walsh, S. L. Signal of Increased Opioid Overdose during COVID-19 from Emergency Medical Services Data. Drug Alcohol Depend 2020, 214, 108176. [Google Scholar] [CrossRef]
- Joinpoint Regression Program. Version 4.3.1.0. April, 2016; Statistical Methodology and Applications Branch, Surveillance Research Program, National Cancer Institute.
- Kim, H. J.; Fay, M. P.; Feuer, E. J.; Midthune, D. N. Permutation Tests for Joinpoint Regression with Applications to Cancer Rates. Stat Med 2000, 19, 335–351. [Google Scholar] [CrossRef]
- Muggeo, V. M.; Atkins, D. C.; Gallop, R. J.; Dimidjian, S. Segmented Mixed Models with Random Changepoints: A Maximum Likelihood Approach with Application to Treatment for Depression Study. Stat Modelling 2014, 14, 293–313. [Google Scholar] [CrossRef]
- Muggeo, V. M. R. Interval Estimation for the Breakpoint in Segmented Regression: A Smoothed Score-based Approach. Aust N Z J Stat 2017, 59, 311–322. [Google Scholar] [CrossRef]
- Muggeo, V. M. R. Testing with a Nuisance Parameter Present Only under the Alternative: A Score-Based Approach with Application to Segmented Modelling. J Stat Comput Simul 2016, 86, 3059–3067. [Google Scholar] [CrossRef]
- Fasola, S.; Muggeo, V. M. R.; Küchenhoff, H. A Heuristic, Iterative Algorithm for Change-Point Detection in Abrupt Change Models. Comput Stat 2018, 33, 997–1015. [Google Scholar] [CrossRef]
- R Core Team. R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing: Vienna, Austria. 2023.
- RStudio Team. RStudio: Integrated Development for R.. RStudio, PBC,: Boston, MA. 2023.
- Wickham, H. Ggplot2: Elegant Graphics for Data Analysis; Springer-Verlag: New York, 2016. [Google Scholar]
- Wickham, H.; Bryan, J. Readxl: Read Excel Files_. R Package Version 1.4.3. 2023.
- Mapchart Version 4.3.2. Mapchart. 30 November 2023.
- Brewer, C. A.; Hatchard, G. W.; Harrower, M. A. ColorBrewer in Print: A Catalog of Color Schemes for Maps. Cartogr Geogr Inf Sci 2003, 30, 5–32. [Google Scholar] [CrossRef]
- Brewer, C. A.; Hatchard, G. W.; Harrower, M. A. COLORBREWER 2. 0 Color Advice for Cartograph. 2013.
- Rau, C.; Lüdecke, D.; Dumolard, L. B.; Grevendonk, J.; Wiernik, B. M.; Kobbe, R.; Gacic-Dobo, M.; Danovaro-Holliday, M. C. Data Quality of Reported Child Immunization Coverage in 194 Countries between 2000 and 2019. PLOS Global Public Health 2022, 2, e0000140. [Google Scholar] [CrossRef] [PubMed]
- Bower, M.; Kothari, U.; Akerman, M.; Krilov, L. R.; Fiorito, T. M. Impact of COVID-19 on HPV Vaccination Rates in New York City and Long Island. Pediatric Infectious Disease Journal 2023. [Google Scholar] [CrossRef] [PubMed]
- Urueña, A.; Machado, R.; Cunha, J.; López Colmano, C.; Rancaño, C.; Kfouri, R.; Pírez, C.; Bonvehí, P.; Calvo, M.; Cuadros, R.; Muñoz, G.; Rodríguez, M.; Torres, J.; Cahn, F.; Ballalai, I. Opinions, Attitudes and Factors Related to SARS-CoV-2 Vaccine Uptake in Eight South American Countries. Vaccines (Basel) 2023, 11, 1660. [Google Scholar] [CrossRef] [PubMed]
- Mwinnyaa, G.; Peters, M. A.; Shapira, G.; Neill, R.; Sadat, H.; Yuma, S.; Akilimali, P.; Hossain, S.; Wendrad, N.; Atiwoto, W. K.; Ofosu, A. A.; Alfred, J. P.; Kiarie, H.; Wesseh, C. S.; Isokpunwu, C.; Kangbai, D. M.; Mohamed, A. A.; Sidibe, K.; Drouard, S.; Fernandez, P. A.; Azais, V.; Hashemi, T.; Hansen, P. M.; Ahmed, T. Vaccination Utilization and Subnational Inequities during the COVID-19 Pandemic: An Interrupted Time-Series Analysis of Administrative Data across 12 Low- and Middle-Income Countries. Vaccines (Basel) 2023, 11, 1415. [Google Scholar] [CrossRef] [PubMed]
- Muhoza, P.; Danovaro-Holliday, M. C.; Diallo, M. S.; Murphy, P.; Sodha, S. V.; Requejo, J. H.; Wallace, A. S. Routine Vaccination Coverage — Worldwide, 2020. MMWR Morb Mortal Wkly Rep 2021, 70, 1495–1500. [Google Scholar] [CrossRef] [PubMed]
- Evans, B.; Keiser, O.; Kaiser, L.; Jombart, T. Analysis of Global Routine Immunisation Coverage Shows Disruption and Stagnation during the First Two-Years of the COVID-19 Pandemic with Tentative Recovery in 2022. Vaccine X 2023, 15, 100383. [Google Scholar] [CrossRef]
- LaMori, J.; Feng, X.; Pericone, C. D.; Mesa-Frias, M.; Sogbetun, O.; Kulczycki, A. Hepatitis Vaccination Adherence and Completion Rates and Factors Associated with Low Compliance: A Claims-Based Analysis of U.S. Adults. PLoS One 2022, 17, e0264062. [Google Scholar] [CrossRef]
- Périères, L.; Séror, V.; Boyer, S.; Sokhna, C.; Peretti-Watel, P. Reasons given for Non-Vaccination and under-Vaccination of Children and Adolescents in Sub-Saharan Africa: A Systematic Review. Hum Vaccin Immunother 2022, 18. [Google Scholar] [CrossRef]
- Atnafu Gebeyehu, N.; Abebe Gelaw, K.; Asmare Adella, G.; Dagnaw Tegegne, K.; Adie Admass, B.; Mesele Gesese, M. Incomplete Immunization and Its Determinants among Children in Africa: Systematic Review and Meta-Analysis. Hum Vaccin Immunother 2023. [Google Scholar] [CrossRef]
- Tan, L. (L. J.; Safadi, M. A. P.; Horn, M.; Regojo Balboa, C.; Moya, E.; Schanbaum, J.; Pimenta, P.; Lambert, E.; Soumahoro, L.; Sohn, W.-Y.; Bruce, T.; Ruiz García, Y. Pandemic's Influence on Parents' Attitudes and Behaviors toward Meningococcal Vaccination. Hum Vaccin Immunother 2023, 19. [Google Scholar] [CrossRef]
- Bonanni, P.; Steffen, R.; Schelling, J.; Balaisyte-Jazone, L.; Posiuniene, I.; Zatoński, M.; Van Damme, P. Vaccine Co-Administration in Adults: An Effective Way to Improve Vaccination Coverage. Hum Vaccin Immunother 2023, 19. [Google Scholar] [CrossRef] [PubMed]
- Evans, W. D.; Bingenheimer, J. B.; Long, M.; Ndiaye, K.; Donati, D.; Rao, N. M.; Akaba, S.; Nsofor, I.; Agha, S. Outcomes of a Social Media Campaign to Promote COVID-19 Vaccination in Nigeria. PLoS One 2023, 18, e0290757. [Google Scholar] [CrossRef]
- Diedrich, D. , Northcote, N., Röder, T., & Sauer-Sidor, K. Strategic resilience during the COVID-19 crisis | McKinsey https://www.mckinsey.com/capabilities/strategy-and-corporate-finance/our-insights/strategic-resilience-during-the-covid-19-crisis (accessed 2023 -04 -29).
- WHO and UNICEF warn of a decline in vaccinations during COVID-19 https://www.who.int/news/item/15-07-2020-who-and-unicef-warn-of-a-decline-in-vaccinations-during-covid-19 (accessed 2023 -04 -29).
- Watts, E.; Mak, J.; Patenaude, B. Benefit-Cost Ratios of Continuing Routine Immunization During the COVID-19 Pandemic in Africa. J Benefit Cost Anal 2022, 13, 91–106. [Google Scholar] [CrossRef]
- de Oliveira Roque e Lima, J.; Pagotto, V.; Rocha, B. S.; Scalize, P. S.; Guimarães, R. A.; de Lima, M. D.; da Silva, L. N.; da Silva Oliveira, M. D.; Moura, W. É. A.; Teles, S. A.; Rosso, C. F. W.; Caetano, K. A. A. Low Vaccine Coverage and Factors Associated with Incomplete Childhood Immunization in Racial/Ethnic Minorities and Rural Groups, Central Brazil. Vaccines (Basel) 2023, 11, 838. [Google Scholar] [CrossRef] [PubMed]
- Tan, N. C.; Pang, J.; Koh, E. The Impact of a Revised National Childhood Immunization Schedule on Vaccination Defaulters. Vaccines (Basel) 2023, 11, 859. [Google Scholar] [CrossRef]
- Saxena, K.; Marden, J. R.; Carias, C.; Bhatti, A.; Patterson-Lomba, O.; Gomez-Lievano, A.; Yao, L.; Chen, Y.-T. Impact of the COVID-19 Pandemic on Adolescent Vaccinations: Projected Time to Reverse Deficits in Routine Adolescent Vaccination in the United States. Curr Med Res Opin 2021, 37, 2077–2087. [Google Scholar] [CrossRef] [PubMed]
- Patel Murthy, B.; Zell, E.; Kirtland, K.; Jones-Jack, N.; Harris, L.; Sprague, C.; Schultz, J.; Le, Q.; Bramer, C. A.; Kuramoto, S.; Cheng, I.; Woinarowicz, M.; Robison, S.; McHugh, A.; Schauer, S.; Gibbs-Scharf, L. Impact of the COVID-19 Pandemic on Administration of Selected Routine Childhood and Adolescent Vaccinations — 10 U.S. Jurisdictions, March–September 2020. MMWR Morb Mortal Wkly Rep 2021, 70, 840–845. [Google Scholar] [CrossRef]
- Moraga-Llop, F. A.; Fernández-Prada, M.; Grande-Tejada, A. M.; Martínez-Alcorta, L. I.; Moreno-Pérez, D.; Pérez-Martín, J. J. Recovering Vaccine Coverage Lost Due to the COVID-19 Pandemic. Vacunas (English Edition) 2020, 21, 129–135. [Google Scholar] [CrossRef]
- WHO. Scale-up routine immunization along with COVID-19 vaccination: WHO https://www.who.int/southeastasia/news/detail/08-09-2021-scale-up-routine-immunization-along-with-covid-19-vaccination-who (accessed 2023 -04 -29).
- Berhane, H. Y.; Worku, A.; Fawzi, W. Effect of COVID-19 on Routine Childhood Vaccination in Bahir Dar City, Northwestern, Ethiopia. Vaccines (Basel) 2023, 11, 1569. [Google Scholar] [CrossRef]












































| Periods | Years | APC (95% CI) | P |
|---|---|---|---|
| Total Period | 2012-2021 | -1.4 (-1.8.; -1.0) | < 0.001 |
| Period 1 | 2012-2016 | -0.7 (-2.9; 1.5) | 0.464 |
| Period 2 | 2016-2022 | -1.8 (-2.9; -0.7) | 0.008 |
| Periods | Years | APC | 95% LCI | 95% UCI | P |
|---|---|---|---|---|---|
| North America | |||||
| Total Period | 2012-2022 | -0.1 | 0.2 | 0 | 0.136 |
| Period 1 | 2012-2014 | 0.6 | -0.2 | 1.4 | 0.494 |
| Period 2 | 2014-2022 | -0.2 | -0.9 | 0.1 | 0.057 |
| Latin America and the Caribbean | |||||
| Total Period | 2012-2022 | -2.1 | -2.7 | -1.5 | < 0.001 |
| Period 1 | 2012-2016 | -0.9 | -4.4 | 2.6 | 0.531 |
| Period 2 | 2016-2022 | -2.7 | -4.5 | -0.9 | 0.010 |
| Central America | |||||
| Total Period | 2012-2022 | -1.3 | -2.1 | -0.4 | 0.009 |
| Period 1 | 2012-2019 | -0.9 | -2.8 | 1.1 | 0.321 |
| Period 2 | 2019-2022 | -2.6 | -8.6 | 3.8 | 0.354 |
| Caribbean | |||||
| Total Period | 2012-2022 | -0.7 | -1.1 | -0.4 | 0.001 |
| Period 1 | 2012-2016 | 0.0 | -1.9 | 2.0 | 0.996 |
| Period 2 | 2016-2022 | -1.1 | -2.1 | -0.1 | 0.031 |
| South America | |||||
| Total Period | 2012-2022 | -2.5 | -3.1 | -1.8 | < 0.001 |
| Period 1 | 2012-2015 | -0.3 | -5.9 | 5.6 | 0.895 |
| Period 2 | 2015-2022 | -3.1 | -4.4 | -1.8 | 0.001 |
| Region | 2019 | 2020 | 2021 | 2022 | Absolute Changes 2019-2022 |
Relative Changes 2019-2022 |
|---|---|---|---|---|---|---|
| Americas | 84 | 81 | 81 | 83 | -1% | -1,19% |
| North America | 94 | 93 | 94 | 94 | 0% | 0,00% |
| Latin America and the Caribbean | 80 | 76 | 75 | 79 | -1% | -1,25% |
| South America | 78 | 76 | 74 | 78 | 0% | 0,00% |
| Central America | 89 | 83 | 82 | 82 | -7% | -7,87% |
| Caribbean | 81 | 79 | 79 | 81 | 0% | 0,00% |
| Country | 2019 | 2020 | 2021 | 2022 | Absolute Changes 2019-2022 | p* |
|---|---|---|---|---|---|---|
| Antigua and Barbuda | 95 | 96 | 92 | 99 | 4.00% | <0.001 |
| Argentina | 83 | 74 | 81 | 81 | -2.00% | <0.001 |
| Bahamas | 89 | 83 | 86 | 87 | -2.00% | ns |
| Barbados | 90 | 85 | 82 | 86 | -4.00% | ns |
| Belize | 98 | 79 | 83 | 84 | -14.00% | 0.003 |
| Bolivia | 75 | 68 | 70 | 69 | -6.00% | <0.001 |
| Brazil | 70 | 77 | 68 | 77 | 7.00% | <0.001 |
| Canada | 91 | 92 | 92 | 92 | 1.00% | ns |
| Chile | 96 | 93 | 95 | 96 | 0.00% | ns |
| Colombia | 94 | 88 | 86 | 87 | -7.00% | <0.001 |
| Costa Rica | 95 | 97 | 93 | 95 | 0.00% | ns |
| Cuba | 99 | 99 | 99 | 99 | 0.00% | ns |
| Dominica | 99 | 96 | 92 | 92 | -7.00% | ns |
| Dominican Republic | 89 | 82 | 84 | 88 | -1.00% | ns |
| Ecuador | 85 | 70 | 72 | 70 | -15.00% | <0.001 |
| El Salvador | 90 | 76 | 78 | 75 | -15.00% | <0.001 |
| Grenada | 94 | 72 | 77 | 77 | -17.00% | 0.054 |
| Guatemala | 85 | 83 | 79 | 79 | -6.00% | <0.001 |
| Guyana | 99 | 99 | 98 | 98 | -1.00% | ns |
| Haiti | 51 | 51 | 51 | 51 | 0.00% | ns |
| Honduras | 88 | 80 | 77 | 78 | -10.00% | <0.001 |
| Jamaica | 96 | 96 | 90 | 98 | 2.00% | ns |
| Mexico | 82 | 72 | 78 | 83 | 1.00% | <0.001 |
| Nicaragua | 98 | 92 | 87 | 92 | -6.00% | <0.001 |
| Panama | 88 | 74 | 87 | 87 | -1.00% | ns |
| Paraguay | 86 | 79 | 70 | 69 | -17.00% | <0.001 |
| Peru | 88 | 72 | 82 | 82 | -6.00% | <0.001 |
| Saint Kitts and Nevis | 97 | 99 | 96 | 96 | -1.00% | ns |
| Saint Lucia | 92 | 86 | 80 | 81 | -11.00% | ns |
| Saint Vincent and the Grenadines | 97 | 97 | 92 | 92 | -5.00% | ns |
| Suriname | 77 | 51 | 72 | 77 | 0.00% | ns |
| Trinidad and Tobago | 93 | 96 | 94 | 93 | 0.00% | ns |
| Uruguay | 94 | 92 | 91 | 94 | 0.00% | ns |
| United States | 94 | 93 | 94 | 94 | 0.00% | ns |
| Venezuela | 64 | 54 | 56 | 56 | -8.00% | <0.001 |
| Country | Years | APC | 95% LCI | 95% UCI | P |
|---|---|---|---|---|---|
| Antigua and Barbuda | |||||
| Total Period | 2012-2022 | -0.4 | -0.9 | 0 | 0.04 |
| Period 1 | 2012-2017 | -1.2 | -2.7 | 0.4 | 0.118 |
| Period 2 | 2017-2022 | 0.3 | -1.3 | 1.9 | 0.677 |
| Bahamas | |||||
| Total Period | 2012-2022 | -1.5 | -2 | -0.9 | < 0.001 |
| Period 1 | 2012-2020 | -1.8 | -2.2 | -1.4 | < 0.001 |
| Period 2 | 2020-2022 | 0.6 | -2.7 | 3.9 | 0.697 |
| Belize | |||||
| Total Period | 2012-2022 | -1.6 | -2.6 | -0.6 | 0.005 |
| Period 1 | 2012-2019 | -0.8 | -1.7 | 0.2 | 0.09 |
| Period 2 | 2019-2022 | -4.4 | -8.3 | -0.3 | 0.04 |
| Canada | |||||
| Total Period | 2012-2022 | 0.1 | 0.1 | 0.2 | 0.003 |
| Period 1 | 2012-2018 | 0 | -0.1 | 0.1 | 0.931 |
| Period 2 | 2018-2022 | 0.3 | 0.1 | 0.6 | 0.008 |
| Colombia | |||||
| Total Period | 2012-2022 | -0.4 | -0.9 | 0.1 | 0.102 |
| Period 1 | 2012-2019 | 0.3 | 0 | 0.6 | 0.071 |
| Period 2 | 2019-2022 | -2.6 | -3.8 | -1.4 | 0.002 |
| Costa Rica | |||||
| Total Period | 2012-2022 | -0.4 | -0.9 | 0.1 | 0.102 |
| Period 1 | 2012-2017 | 0.8 | -0.6 | 2.3 | 0.198 |
| Period 2 | 2017-2022 | -0.2 | -1.6 | 1.2 | 0.702 |
| Dominica | |||||
| Total Period | 2012-2022 | -0.4 | -1 | 0.1 | 0.101 |
| Period 1 | 2012-2020 | -0.2 | -1.3 | 0.9 | 0.677 |
| Period 2 | 2020-2022 | -2.2 | -12.5 | 9.3 | 0.635 |
| Ecuador | |||||
| Total Period | 2012-2022 | -1.9 | -3.2 | -0.7 | 0.007 |
| Period 1 | 2012-2018 | -0.3 | -3.2 | 2.8 | 0.843 |
| Period 2 | 2018-2022 | -4.8 | -10.1 | 0.8 | 0.078 |
| Grenada | |||||
| Total Period | 2012-2022 | -2.7 | -4.1 | -1.3 | 0.002 |
| Period 1 | 2012-2018 | -0.5 | -3.5 | 2.6 | 0.71 |
| Period 2 | 2018-2022 | -6.5 | -12.1 | -0.6 | 0.036 |
| Haiti | |||||
| Total Period | 2012-2022 | -3.0 | -4.3 | -1.7 | 0.001 |
| Period 1 | 2012-2017 | -0.8 | -5.2 | 3.7 | 0.663 |
| Period 2 | 2017-2022 | -5.1 | -9.3 | -0.7 | 0.029 |
| Jamaica | |||||
| Total Period | 2012-2022 | 0.2 | -0.3 | 0.7 | 0.476 |
| Period 1 | 2012-2018 | 0.4 | -0.8 | 1.6 | 0.427 |
| Period 2 | 2018-2022 | -0.7 | -6 | 4.8 | 0.756 |
| Mexico | |||||
| Total Period | 2012-2022 | -1.7 | -3.1 | -0.2 | 0.027 |
| Period 1 | 2012-2020 | -2.3 | -4.5 | 0 | 0.048 |
| Period 2 | 2020-2022 | 2.4 | -16.3 | 25.2 | 0.783 |
| Nicaragua | |||||
| Total Period | 2012-2022 | -0.9 | -1.5 | -0.4 | 0.006 |
| Period 1 | 2012-2018 | 0.1 | -1 | 1.2 | 0.875 |
| Period 2 | 2018-2022 | -2.7 | -4.9 | -0.6 | 0.022 |
| Paraguay | |||||
| Total Period | 2012-2022 | -2.8 | -4.1 | -1.5 | 0.001 |
| Period 1 | 2012-2018 | -0.3 | -1.1 | 0.6 | 0.506 |
| Period 2 | 2018-2022 | -7.2 | -8.8 | -5.6 | < 0.001 |
| Peru | |||||
| Total Period | 2012-2022 | -1.5 | -2.6 | -0.4 | 0.012 |
| Period 1 | 2012-2017 | -0.8 | -5.4 | 4.1 | 0.709 |
| Period 2 | 2017-2022 | -2.3 | -6.8 | 2.5 | 0.284 |
| Saint Kitts and Nevis | |||||
| Total Period | 2012-2022 | 0 | -0.3 | 0.2 | 0.87 |
| Period 1 | 2012-2020 | 0.1 | -0.3 | 0.6 | 0.489 |
| Period 2 | 2020-2022 | -1.2 | -7.1 | 5.2 | 0.661 |
| Saint Lucia | |||||
| Total Period | 2012-2022 | -2.2 | -3.2 | -1.1 | 0.001 |
| Period 1 | 2012-2019 | -1.7 | -4.1 | 0.8 | 0.141 |
| Period 2 | 2019-2022 | -3.8 | -13.2 | 6.7 | 0.4 |
| Saint Vincent and the Grenadines | |||||
| Total Period | 2012-2022 | -0.5 | -0.9 | 0 | 0.045 |
| Period 1 | 2012-2017 | 0.6 | -0.2 | 1.5 | 0.105 |
| Period 2 | 2017-2022 | -1.6 | -2.4 | -0.8 | 0.003 |
| Suriname | |||||
| Total Period | 2012-2022 | -1 | -3.3 | 1.4 | 0.361 |
| Period 1 | 2012-2020 | -2.1 | -4 | -0.2 | 0.038 |
| Period 2 | 2020-2022 | 7.3 | -14 | 33.9 | 0.466 |
| Uruguay | 2012-2022 | -0.3 | -0.6 | -0.1 | 0.016 |
| Period 1 | 2012-2020 | -0.4 | -0.9 | 0 | 0.049 |
| Period 2 | 2020-2022 | 0.5 | -4.5 | 5.8 | 0.817 |
| Region | Intercept | Year | Covid-19 | Interaction |
|---|---|---|---|---|
| The Americas | 14,257,167. | -271,700 *** | -3,824,000 † | 339,600† |
| North America | 6,419,470 | -77,900*** | -960,900 | 92,490, |
| Latin America and the Caribbean | 10,258,998. | -239,700 | -3,408,000† | 296,800 |
| Central America | 842,631 | -9,958* | -73,740 | 1,035 |
| The Caribbean | 595,044 | -5,629* | -94,750 | 6,845 |
| South America | 6,552,726 | -161,900** | -2,071,000, | 181,600, |
| Nation | Intercept | Year | Covid-19 | Interaction |
| Antigua and Barbuda | 1,166 | -25* | -242 | 41 |
| Argentina | 747,939 | -21,550* | -440,868 | 40,473 |
| Bahamas | 5,272 | -147* | -2,177 | 235 |
| Barbados | 2,906 | -8 | -444 | 19 |
| Belize | 73,689 | -7 | -3,833* | 240 |
| Bolivia | 246,668 | -4,856† | -80,433 | 6,430 |
| Brazil | 3,086,377 | -101,299* | -799,678 | 76,649 |
| Canada | 346,374 | -1,670 | -28,913 | 4,283* |
| Chile | 223,231 | -1,354 | -54,775 | 6,213 |
| Colombia | 671,882 | 277 | 43,507 | -8,393 |
| Costa Rica | 68482 | -580† | 4,127 | -856 |
| Cuba | 128,843 | -2,206* | 1,376 | -726 |
| Dominica | 889 | 1 | 160 | -16 |
| Dominican Republic | 183,881 | 170 | -58,735 | 4,679 |
| Ecuador | 273,474 | -3,456 | -59,827 | 3,220 |
| El Salvador | 116,148 | -2,777* | -27167 | 1,609 |
| Grenada | 2,040 | -12† | -838* | 42 |
| Guatemala | 366,586 | -4,476 | 36,154 | -5,709 |
| Guyana | 15,500 | 49 | 2,205 | -220 |
| Haiti | 183,283 | -3,133 | -39,333 | 2,490 |
| Honduras | 215,078 | -3,019 | -29,014 | 1,396 |
| Jamaica | 39,982 | -942* | -8,835 | 955 |
| Mexico | 2,170,515 | -63,127* | -1,379,021† | 131,627 |
| Nicaragua | 140,894 | -108 | -4,172 | -885 |
| Panama | 62938 | 493 | -48,279 | 4,392 |
| Paraguay | 123,679 | 129 | 48,857 | -7,328 |
| Peru | 546,498 | -5,221 | -372,338* | 34,451* |
| Saint Kitts and Nevis | 672 | -10* | 123 | -14 |
| Saint Lucia | 2,207 | -38† | 242 | -37 |
| Saint Vincent and the Grenadines | 1,843 | -57* | -25 | 1 |
| Suriname | 8105 | 31 | -15,211* | 1,421* |
| Trinidad and Tobago | 19,470 | -221* | 3238 | -372 |
| United States | 3,884,049 | -44,760* | -1,093,444† | 107,962† |
| Uruguay | 49,522 | -1,632* | -21,125 | 2,086 |
| Venezuela | 549,286 | -26,220 | -268,317 | 23,130 |
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. |
© 2023 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 (http://creativecommons.org/licenses/by/4.0/).
