Enhancing the use of routine program data for immunization decision-making: The role of coincidence analysis in localized learning and adaptation
ABSTRACT Real-world program data, collected through information management systems and activities like supportive supervision, are abundant in many low- and middle-income countries across the world. These data can be harnessed for systems learning to improve immunization decision-making and address disparities in vaccination coverage. However, effective systems learning relies on pragmatic causal reasoning, and the main question is: “How can these routine program data be used to support causal learning to improve equity in vaccination?” This commentary introduces coincidence analysis as a supplementary tool that can facilitate causal learning in vaccination settings using existing real-world program data. This innovative tool employs a custom-built algorithm for causal inference. It can help immunization stakeholders better understand implementation conditions across districts by using a configurational approach that identifies causal structures and chains. Such insights can guide tailored strategies for optimizing service delivery in underserved areas such as conflict zones, informal urban settlements, and remote villages.
- Research Article
- 10.1016/s1042-0991(15)31483-3
- Mar 1, 2013
- Pharmacy Today
Far too few adults getting recommended vaccines
- Research Article
70
- 10.1016/j.amepre.2021.10.008
- Nov 18, 2021
- American Journal of Preventive Medicine
Racial and Ethnic Disparities in COVID-19 Vaccination Coverage: The Contribution of Socioeconomic and Demographic Factors
- Research Article
15
- 10.1186/s12960-021-00691-z
- Nov 27, 2021
- Human Resources for Health
BackgroundThere is limited information on community health volunteer (CHV) programmes in urban informal settlements in low- and middle-income countries (LMICs). This is despite such settings accounting for a high burden of disease. Many factors intersect to influence the performance of CHVs working in urban informal settlements in LMICs. This review was conducted to identify both the programme level and contextual factors influencing performance of CHVs working in urban informal settlements in LMICs.MethodsFour databases were searched for qualitative and mixed method studies focusing on CHVs working in urban and peri-urban informal settlements in LMICs. We focused on CHV programme outcome measures at CHV individual level. A total of 13 studies met the inclusion criteria and were double read to extract relevant data. Thematic coding was conducted, and data synthesized across ten categories of both programme and contextual factors influencing CHV performance. Quality was assessed using both the Critical Appraisal Skills Programme (CASP) and the Mixed Methods Assessment Tool (MMAST); and certainty of evidence evaluated using the Confidence in the Evidence from Reviews of Qualitative research (CERQual) approach.ResultsKey programme-level factors reported to enhance CHV performance in urban informal settlements in LMICs included both financial and non-financial incentives, training, the availability of supplies and resources, health system linkage, family support, and supportive supervision. At the broad contextual level, factors found to negatively influence the performance of CHVs included insecurity in terms of personal safety and the demand for financial and material support by households within the community. These factors interacted to shape CHV performance and impacted on implementation of CHV programmes in urban informal settlements.ConclusionThis review identified the influence of both programme-level and contextual factors on CHVs working in both urban and peri-urban informal settlements in LMICs. The findings suggest that programmes working in such settings should consider adequate remuneration for CHVs, integrated and holistic training, adequate supplies and resources, adequate health system linkages, family support and supportive supervision. In addition, programmes should also consider CHV personal safety issues and the community expectations.
- Research Article
46
- 10.15585/mmwr.mm7143e1
- Oct 28, 2022
- MMWR. Morbidity and Mortality Weekly Report
CDC estimates that influenza resulted in 9-41 million illnesses, 140,000-710,000 hospitalizations, and 12,000-52,000 deaths annually during 2010-2020. Persons from some racial and ethnic minority groups have historically experienced higher rates of severe influenza and had lower influenza vaccination coverage compared with non-Hispanic White (White) persons. This report examines influenza hospitalization and vaccination rates by race and ethnicity during a 12-13-year period (through the 2021-22 influenza season). Data from population-based surveillance for laboratory-confirmed influenza-associated hospitalizations in selected states participating in the Influenza-Associated Hospitalization Surveillance Network (FluSurv-NET) from the 2009-10 through 2021-22 influenza seasons (excluding 2020-21) and influenza vaccination coverage data from the Behavioral Risk Factor Surveillance System (BRFSS) from the 2010-11 through 2021-22 influenza seasons were analyzed by race and ethnicity. From 2009-10 through 2021-22, age-adjusted influenza hospitalization rates (hospitalizations per 100,000 population) were higher among non-Hispanic Black (Black) (rate ratio [RR]=1.8), American Indian or Alaska Native (AI/AN; RR=1.3), and Hispanic (RR=1.2) adults, compared with the rate among White adults. During the 2021-22 season, influenza vaccination coverage was lower among Hispanic (37.9%), AI/AN (40.9%), Black (42.0%), and other/multiple race (42.6%) adults compared with that among White (53.9%) and non-Hispanic Asian (Asian) (54.2%) adults; coverage has been consistently higher among White and Asian adults compared with that among Black and Hispanic adults since the 2010-11 season. The disparity in vaccination coverage by race and ethnicity was present among those who reported having medical insurance, a personal health care provider, and a routine medical checkup in the past year. Racial and ethnic disparities in influenza disease severity and influenza vaccination coverage persist. Health care providers should assess patient vaccination status at all medical visits and offer (or provide a referral for) all recommended vaccines. Tailored programmatic efforts to provide influenza vaccination through nontraditional settings, along with national and community-level efforts to improve awareness of the importance of influenza vaccination in preventing illness, hospitalization, and death among racial and ethnic minority communities might help address health care access barriers and improve vaccine confidence, leading to decreases in disparities in influenza vaccination coverage and disease severity.
- Research Article
- 10.1093/tropej/fmae023
- Jul 13, 2024
- Journal of tropical pediatrics
Bacillus Calmette-Guerin (BCG) vaccination and tuberculosis (TB) incidence in children under 1 year of age are critical public health indicators in Brazil. The coronavirus disease 2019 pandemic disrupted vaccination coverage (VC), potentially impacting TB incidence. Understanding regional disparities in VC and TB incidence can inform targeted interventions. We conducted an observational and ecological study using BCG vaccination data (2019-21) and TB incidence (2020-22) for all births in Brazil. Data were collected from public health databases, stratified by state, and analyzed using descriptive and analytical statistics to explore VC and TB incidence. Between 2019 and 2021, average BCG VC was 79.59%, with significant variation among states (P < .001). Only four states achieved minimum recommended coverage (>90%). TB incidence varied significantly among states (P = .003). There was a notable decline in VC from 2019 (90.72%) to 2021 (78.67%) (P < .001). This study highlights regional disparities in BCG VC and TB incidence among Brazilian states. Lower VC post-pandemic may increase TB incidence, requiring targeted interventions in states with inadequate coverage. The findings underscore the importance of sustaining vaccination programs amidst public health crises and implementing strategies to enhance access and uptake.
- Research Article
36
- 10.1016/j.amepre.2009.10.035
- Jan 13, 2010
- American Journal of Preventive Medicine
Progress Toward Eliminating Disparities in Vaccination Coverage Among U.S. Children, 2000–2008
- Research Article
6
- 10.1016/j.ypmed.2022.107056
- Apr 20, 2022
- Preventive Medicine
Disparities in high schools' vaccination coverage (COVID-19). A natural experiment in the Province of Quebec
- Research Article
1
- 10.3390/vaccines13040373
- Mar 31, 2025
- Vaccines
Human papillomavirus (HPV) vaccination is a critical intervention to prevent cervical cancer, especially in settings where screening is limited. In Togo, cervical cancer is the second most common cancer in women. Togo conducted an HPV vaccination campaign for girls aged 9-14 from 27 November to 1 December 2023, followed by introduction of the vaccine into routine immunization. This study aimed to assess regional disparities in vaccination coverage during this campaign. A cross-sectional study was conducted using data from the nationwide HPV vaccination campaign. The target population included girls aged 9-14, following school and community-based enumeration. The campaign employed school-based, health facility-based, and community-based vaccination strategies. Data were collected via multiple tools, and monitoring was carried out through daily reports and digital tracking. Out of the estimated 654,402 eligible girls, 304,457 (46.5%) were vaccinated. Vaccine coverage varied significantly by region, ranging from 76% in Kara to 15% in Grand Lomé. In-school settings accounted for 91.3% of vaccinations, with the fixed strategy covering 55.4%. In total, 11 districts exceeded 80% vaccine coverage, while 15 districts had <50%. The highest rate of adverse events following immunization was observed in the Maritime region, primarily involving minor symptoms. Although progress was made in HPV vaccination coverage in Togo, regional disparities highlight the need for targeted interventions. Strategies such as expanding vaccine access, enhancing awareness campaigns, and integrating HPV vaccination into routine immunization could improve coverage. Addressing logistical and cultural barriers is also crucial for equitable vaccination, aiming to achieve international benchmarks and reduce HPV-related disease burdens. Further research should explore qualitative factors influencing vaccine acceptance.
- Research Article
30
- 10.1177/003335491412900504
- Sep 1, 2014
- Public Health Reports®
Vaccination during pregnancy significantly reduces the risk of influenza illness among pregnant women and their infants up to 6 months of age; however, many women do not get vaccinated. We examined disparities in vaccination coverage among women who delivered a live-born infant during the 2009-2010 influenza season, when two separate influenza vaccinations were recommended. Pregnancy Risk Assessment Monitoring System (PRAMS) data from 29 states and New York City, collected during the 2009-2010 influenza season, were used to examine uptake of seasonal (unweighted n=27,153) and pandemic influenza A(H1N1)pdm09 (pH1N1) (n=27,372) vaccination by racially/ethnically diverse women who delivered a live-born infant from September 1, 2009, through May 31, 2010. PRAMS data showed variation in seasonal and pH1N1 influenza vaccination coverage among women with live-born infants by racial/ethnic group. For seasonal influenza vaccination, coverage was 50.5% for non-Hispanic white, 30.2% for non-Hispanic black, 42.1% for Hispanic, and 48.2% for non-Hispanic other women. For pH1N1, vaccination coverage was 41.4% for non-Hispanic white, 25.5% for non-Hispanic black, 41.1% for Hispanic, and 43.3% for non-Hispanic other women. Compared with non-Hispanic white women, non-Hispanic black women had lower seasonal (crude prevalence ratio [cPR] = 0.60, 95% confidence interval [CI] 0.55, 0.64) and pH1N1 (cPR=0.62, 95% CI 0.57, 0.67) vaccination coverage; these disparities diminished but remained after adjusting for provider recommendation or offer for influenza vaccination, insurance status, and demographic factors (seasonal vaccine: adjusted PR [aPR] = 0.80, 95% CI 0.74, 0.86; and pH1N1 vaccine: aPR=0.75, 95% CI 0.68, 0.82). To reduce disparities in influenza vaccination uptake by pregnant women, targeted efforts toward providers and interventions focusing on pregnant and postpartum women may be needed.
- Research Article
22
- 10.1002/sim.3223
- Mar 14, 2008
- Statistics in Medicine
We describe how trends in the vaccination coverage at 19 months of age vary by race/ethnicity; explore the extent to which data required to evaluate a child's up-to-date vaccination status is missing as a result of the scattering of vaccination records among many vaccination providers; evaluate how the prevalence of that missing data varies by race/ethnicity; and evaluate the impact that the missing data has on estimated race/ethnic disparities in vaccination coverage. We analyzed data from 255,043 children sampled between 1995 and 2006 by the National Immunization Survey (NIS). Among children who had 2+ vaccination providers reporting, estimated vaccination coverage was significantly lower by approximately 15 per cent among children who did not have all of their providers reporting to the NIS compared with children who had all of their vaccination providers reporting to the NIS. By comparing coverage estimates that were adjusted for missing data to unadjusted estimates, we found that unadjusted estimates consistently underestimated vaccination coverage by as much as 4.9 per cent for Asians, 4.8 per cent for Hispanics, 4.1 per cent for American Indian/Alaska Natives, 3.3 per cent for non-Hispanic blacks, and 2.8 per cent for non-Hispanic white children. Estimates of disparities in estimated vaccination coverage did not depend on whether coverage estimates were adjusted for missing data. Hispanic and non-Hispanic black children had estimated coverage rates that were significantly less than that of non-Hispanic white children, with median disparities of 4 and 9 per cent, respectively. Regardless of whether estimates are adjusted, data from the NIS show that disparities in vaccination coverage that existed in the early 1990s persist.
- Research Article
135
- 10.1016/j.amepre.2006.06.025
- Aug 28, 2006
- American journal of preventive medicine
The Role of Attitudes in Understanding Disparities in Adult Influenza Vaccination
- Research Article
77
- 10.1111/j.1532-5415.2010.02904.x
- Jul 1, 2010
- Journal of the American Geriatrics Society
To determine the distribution of influenza vaccine coverage in the United States in 2008. Cross-sectional analysis. The 2008 Behavioral Risk Factor Surveillance Survey, which employs random-digit dialing to interview noninstitutionalized adults in the United States and territories. Two hundred forty-nine thousand seven hundred twenty-three persons aged 50 and older. Participants were asked whether they had had an influenza vaccination during the previous 12 months. In 2008, 42.0% of adults aged 50 to 64 and 69.5% of adults aged 65 and older reported receiving an influenza vaccination in the past 12 months. Vaccine coverage generally increased with advancing age (P<.001), higher levels of education (P<.001) and total household income (P<.001), and greater morbidity (P<.001). In participants aged 50 to 64, vaccine prevalence was lower in men (39.9%) than in women (44.1%; P<.001), although no significant differences were observed in older adults. Within each 5-year interval of age, non-Hispanic blacks and Hispanics had significantly lower vaccine prevalence than non-Hispanic whites (P<.001 for all comparisons). For participants aged 65 and older, non-Hispanic blacks and Hispanics were 56% (adjusted prevalence ratio (PR)=1.56, 95% confidence interval (CI)=1.48, 1.64) and 44% (adjusted PR=1.44, 95% CI=1.35, 1.54) more likely, respectively, to be unvaccinated than non-Hispanic whites, adjusting for age and sex. Racial and ethnic disparities in vaccine coverage narrowed with increasing number of diseases, although these disparities remained significant in older adults with two or more diseases (P<.05). There were large disparities in influenza vaccine coverage in 2008, particularly across race and ethnicity and socioeconomic position. Accordingly, more targeted interventions are needed to improve vaccine delivery to disadvantaged segments of the U.S. population.
- Research Article
- 10.1016/j.jadohealth.2025.09.030
- Nov 1, 2025
- The Journal of adolescent health : official publication of the Society for Adolescent Medicine
Racial and Ethnic Disparities in Meningococcal Vaccination Coverage and Disease Burden Among U.S. Adolescents.
- Research Article
34
- 10.1086/379651
- May 1, 2004
- The Journal of Infectious Diseases
The gap in measles vaccine coverage between white and nonwhite children was as large as 18% in 1970. During the measles epidemic of 1989-1991, attack rates among nonwhite children <5 years of age were 4- to 7-fold higher than rates among white children. Because of the epidemic and of the known disparity in vaccine coverage and risk of disease, a dual strategy to eliminate measles in the United States was implemented: universal interventions likely to reach the majority of children and targeted interventions more likely to reach nonwhite children. In 1992, the gap in coverage between white and nonwhite children was reduced to 6% (from 15% in 1985); the risk of disease among nonwhite children was narrowed to <or=4-fold the risk of white children. During the 1990s, further implementation of the dual strategy resulted in narrowing the gap in vaccine coverage to 2% and elimination of endemic disease in all racial and ethnic populations. This dual strategy deserves close scrutiny by health professionals and policy makers in devising programs to meet the Healthy People 2010 objectives for the elimination of other health disparities.
- Research Article
30
- 10.1016/j.vaccine.2005.02.001
- Feb 19, 2005
- Vaccine
Disparities in varicella vaccine coverage in the absence of public funding
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