Carine Gachen’s scientific contributions

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Publications (5)


Map of the Democratic Republic of the Congo showing intervention, study and control Provinces
Representation of the Sampling of Heath Areas. *HZ: health zone, HA: health area
Estimates of BCG antigen vaccination coverage for children aged 12 to 23 months. Point estimates of BCG antigen vaccination coverage indicators according to the vaccination map for children aged 12 to 23 months in the provinces of Kasai, Kasai Central and Haut-Lomami in the DRC in 2020, 2021 and 2022. Source: VCS in DRC: 2020, 2021 and 2022 [9]
Estimates of OPV0 antigen vaccination coverage for children aged 12 to 23 months. Point estimates of OPV0 antigen vaccination coverage indicators according to the vaccination map in children aged 12 to 23 months in the Provinces of Kasai, Kasai Central and Haut-Lomami in the DRC from 2020, 2021 and 2022. Source: Vaccination coverage survey (VCS) in DRC: 2020, 2021 and 2022 [9]
Socio-demographic characteristics of participants in the 3 provinces

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Assessing the use of geospatial data for immunization program implementation and associated effects on coverage and equity in the Democratic Republic of Congo
  • Article
  • Full-text available

January 2025

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17 Reads

BMC Public Health

Dosithée Ngo-Bebe

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Patricia Mechael

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Fulbert Nappa Kwilu

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[...]

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Carine Gachen

Background The National Expanded Program on Immunization in the Democratic Republic of the Congo implemented a program in 9 Provinces to generate georeferenced immunization microplans to strengthen the planning and implementation of vaccination services. The intervention aimed to improve identification and immunization of zero-dose children and overall immunization coverage. Methods This study applies a mixed-methods design including survey tools, in-depth interviews and direct observation to document the uptake, use, and acceptance of the immunization microplans developed with geospatial data in two intervention provinces and one control province from February to June 2023. A total of 113 health facilities in 98 Health Areas in 15 Health Zones in the three provinces were included in the study sample. Select providers received training on gender-intentional approaches for the collection and use of geospatial data which was evaluated through a targeted qualitative study. A secondary analysis of immunization coverage survey data (2020–2022) was conducted to assess the associated effects on immunization coverage, especially changes in rates of zero dose children, defined as those aged 12–23 months who have not received a single dose of Pentavalent vaccine. Results This research study shows that georeferenced microplans are well received, utilized, and led to changes in routine immunization service planning and delivery. In addition, the gender intervention is perceived to have led to changes in the approaches taken to overcome sociocultural gender norms and engage communities to reach as many children as possible, leveraging the ability of women to engage more effectively to support vaccination services. The quantitative analyses showed that georeferenced microplans may have contributed to a dramatic and sustained trend of high immunization coverage in the intervention site of Haut-Lomami, which saw dramatic improvement in coverage for 3 antigens and little change in Pentavalent drop-out rate over three years of implementation. Conclusion The overall study identified positive contributions of the georeferenced data in the planning and delivery of routine immunization services. It is recommended to conduct further analyses in Kasai in 2024 and 2025 to evaluate the longer-term effects of the gender intervention on immunization coverage and equity outcomes. Trial registration The study was registered and given BMC Central International Standard. Randomised Controlled Trial Number ISRCTN65876428 on March 11, 2021.

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Assessing the Use of Geospatial Data for Immunization Program Implementation and Associated Effects on Coverage and Equity in the Democratic Republic of Congo

February 2024

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105 Reads

Background The National Expanded Program on Immunization in the Democratic Republic of the Congo started using geospatial data at scale in 8 Provinces to strengthen the planning and implementation of vaccination services with a focus on the identification and immunization of zero-dose children, children who have not received the first dose of diphtheria-tetanus-pertussis containing vaccine (DTP1). Methods The study used a mixed-methods research design including survey tools, in-depth interviews and direct observation to document the uptake, use, and perceived impact of georeferenced immunization microplans in the intervention provinces of Haut-Lomami and Kasai and in the control province of Kasai Central. A total of 113 health facilities in 98 Health Areas in 15 Health Zones in the three provinces were included in the study sample. A gender intervention in select Health Zones and Health Areas in Kasai Province was also evaluated through a targeted qualitative study. A secondary analysis of immunization coverage survey data was conducted to assess the associated effects on immunization coverage, especially for rates of zero-dose children. Results This research study shows that georeferenced microplans are well received, utilized, and led to changes in routine immunization service planning and delivery with perceived improvements in identification and reaching zero-dose children. In addition, the gender intervention is perceived to have led to a significant change in the approaches taken to overcome sociocultural gender norms and engage communities to reach as many children as possible, leveraging the ability of women to engage more effectively to support vaccination services. The quantitative analyses showed that georeferenced microplans may have contributed to a dramatic and sustained trend towards high immunization coverage in the intervention site of Haut Lomami, which rose dramatically from 8.9% in 2020 to 76.8% in 2021 and to 92% in 2022 for Pentavalent 3 antigen, while the DPT1-DPT3 drop-out rate changed little from 1% in 2020 to 1.7% in 2021 and 1.6% in 2022 after three years of implementation. Conclusion The overall study identified positive contributions of the georeferenced data in the planning and delivery of routine immunization services. It is recommended to conduct further analyses in Kasai in 2024 and 2025 to evaluate the effects of the gender intervention on immunization coverage and equity outcomes.


Digital health funding for COVID-19 vaccine deployment across four major donor agencies

September 2023

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6 Reads

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3 Citations

The Lancet Digital Health

The international response to the COVID-19 pandemic provided opportunities for countries to use digital technologies for vaccine deployment and associated activities, but misaligned digital investments could weaken or fragment national systems. In this review of 311 funding applications from 120 country governments to four donor agencies (UNICEF; Gavi, the Vaccine Alliance; the Global Fund to Fight AIDS, Tuberculosis and Malaria; and the World Bank) up to May 1, 2022, we found that 272 (87%) of the applications included at least one digital aspect and that substantial funding has been dedicated towards digital aspects from donors. The majority of digital aspects concerned immunisation information systems, vaccine acceptance and uptake, and COVID-19 surveillance. As the global community sets its sights on a COVID-19-free world, continued coordinated investments in digital health and health information systems for pandemic preparedness and response will be key to strengthening the resilience of health systems.


Figure 1. Theory of change for the use of geospatial technologies for immunization programing (originally published and adapted from [12]), with permission from Gavi, UNICEF, and HealthEnabled.
Every Child on the Map: A Theory of Change Framework for Improving Childhood Immunization Coverage and Equity Using Geospatial Data and Technologies

August 2021

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406 Reads

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6 Citations

Journal of Medical Internet Research

The effective use of geospatial data and technologies to collect, manage, analyze, model, and visualize geographic data has great potential to improve data-driven decision-making for immunization programs. This article presents a theory of change for the use of geospatial technologies for immunization programming-a framework to illustrate the ways in which geospatial data and technologies can contribute to improved immunization outcomes and have a positive impact on childhood immunization coverage rates in low- and middle-income countries. The theory of change is the result of a review of the state of the evidence and literature; consultation with implementers, donors, and immunization and geospatial technology experts; and a review of country-level implementation experiences. The framework illustrates how the effective use of geospatial data and technologies can help immunization programs realize improvements in the number of children immunized by producing reliable estimates of target populations, identifying chronically missed settlements and locations with the highest number of zero-dose and under-immunized children, and guiding immunization managers with solutions to optimize resource distribution and location of health services. Through these direct effects on service delivery, geospatial data and technologies can contribute to the strengthening of the overall health system with equity in immunization coverage. Recent implementation of integrated geospatial data and technologies for the immunization program in Myanmar demonstrate the process that countries may experience on the path to achieving lasting systematic improvements. The theory of change presented here may serve as a guide for country program managers, implementers, donors, and other stakeholders to better understand how geospatial tools can support immunization programs and facilitate integrated service planning and equitable delivery through the unifying role of geography and geospatial data.


Every Child on the Map: A Theory of Change Framework for Improving Childhood Immunization Coverage and Equity Using Geospatial Data and Technologies (Preprint)

April 2021

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8 Reads

UNSTRUCTURED The effective use of geospatial data and technologies to collect, manage, analyze, model, and visualize geographic data has great potential to improve data-driven decision-making for immunization programs. This article presents a theory of change for the use of geospatial technologies for immunization programming—a framework to illustrate the ways in which geospatial data and technologies can contribute to improved immunization outcomes and have a positive impact on childhood immunization coverage rates in low- and middle-income countries. The theory of change is the result of a review of the state of the evidence and literature; consultation with implementers, donors, and immunization and geospatial technology experts; and a review of country-level implementation experiences. The framework illustrates how the effective use of geospatial data and technologies can help immunization programs realize improvements in the number of children immunized by producing reliable estimates of target populations, identifying chronically missed settlements and locations with the highest number of zero-dose and under-immunized children, and guiding immunization managers with solutions to optimize resource distribution and location of health services. Through these direct effects on service delivery, geospatial data and technologies can contribute to the strengthening of the overall health system with equity in immunization coverage. Recent implementation of integrated geospatial data and technologies for the immunization program in Myanmar demonstrate the process that countries may experience on the path to achieving lasting systematic improvements. The theory of change presented here may serve as a guide for country program managers, implementers, donors, and other stakeholders to better understand how geospatial tools can support immunization programs and facilitate integrated service planning and equitable delivery through the unifying role of geography and geospatial data.

Citations (2)


... A greater understanding of the local cultural, economic, and political factors influencing vaccination decisions could help tailor campaigns to be more effective. Finally, the role of technological innovations, such as mobile health interventions and AI-driven supply chain management, should be further explored to enhance vaccine delivery in remote areas (Helldén et al., 2023). As global vaccination coverage continues to increase, ongoing monitoring and real-time data collection will be essential for assessing the impact of these innovations and ensuring equitable access to vaccines worldwide. ...

Reference:

The Importance of Vaccination in Strengthening Global Health Systems
Digital health funding for COVID-19 vaccine deployment across four major donor agencies
  • Citing Article
  • September 2023

The Lancet Digital Health

... The integration of geospatial tools, technologies and data for planning and delivery of immunization services supports the Mashako Plan through a participatory process to create geospatially accurate maps of settlements, define health area boundaries and generate improved population estimates. The integration of these geospatial tools and technologies into immunization programs has demonstrated potential to enhance immunization coverage and equity [5] and address persistent challenges of data quality, inflated reports of coverage rates and inaccurate denominators [6,7]. The use of geospatial data, geospatial tools and technologies for immunization programming in the DRC was intended to address some of these challenges and to support the immunization program to accurately monitor immunization coverage and plan upcoming vaccination activities. ...

Every Child on the Map: A Theory of Change Framework for Improving Childhood Immunization Coverage and Equity Using Geospatial Data and Technologies

Journal of Medical Internet Research