ArticleHuman resources for health2019
Pre- and in-service training of health care workers on immunization data management in LMICs: a scoping review.
Article in Human resources for health, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers, 2 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
29 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Pooled it
- Evaluation of global health capacity building initiatives in low-and middle-income countries: A systematic review.Journal of global health · 2020Pooled it
- Designing a Standardized and Sustainable Training Framework for Healthcare Workforce Capacity Building in Punjab, Pakistan.Healthcare (Basel, Switzerland) · 2026Article
- Understanding the role of parental decision-making and quality of clinical care in under-5 mortality in Western Kenya: an application of the Three Delays model.BMC health services research · 2026Article
- Evaluating the effect of an audiovisual intervention on routine immunization knowledge among urban frontline healthcare workers in Eastern India.BMC health services research · 2026Article
- Connecting biospecimens and data: a scoping review-informed conceptual framework for digital infrastructure in biobanking and genomic research in low- and middle-income countries.Frontiers in public health · 2026Article
- Observational
- Learning Objectives Matrix in DIM.RUHR: A Didactic Concept for the Interprofessional Teaching of Data Literacy in Outpatient Health Care.Healthcare (Basel, Switzerland) · 2025Article
- Protocol: Effectiveness of Sexual and Reproductive Health Blended Learning Approaches for Capacity Strengthening of Health Professionals in Low- and Middle-Income Countries: A Systematic Review.Campbell systematic reviews · 2025Article
- Assessing the use of geospatial data for immunization program implementation and associated effects on coverage and equity in the Democratic Republic of Congo.BMC public health · 2025Article
- A scoping review of evidence on routine cervical cancer screening in South Asia: investigating factors affecting adoption and implementation.Cancer causes & control : CCC · 2025Article
- Strengthening Capacity for Tailored Immunization Programs Using Adult Learning Principles: A Case Study from Nigeria.Global health, science and practice · 2024Article
- Service delivery in postpandemic period for routine childhood immunization in Assam following capacity building with BRIDGE IPC Skill tool.Journal of family medicine and primary care · 2024Article
- Technical efficiency and its determinants in health service delivery of public health centers in East Wollega Zone, Oromia Regional State, Ethiopia: Two-stage data envelope analysis.BMC health services research · 2024Article
- Navigating Uncertainty with Compassion: Healthcare Assistants' Reflections on Balancing COVID-19 and Routine Care through Adversity.Healthcare (Basel, Switzerland) · 2024Article
- On-demand mobile hypertension training for primary health care workers in Nigeria: a pilot study.BMC health services research · 2024Article
- Data-Driven Identification of Factors That Influence the Quality of Adverse Event Reports: 15-Year Interpretable Machine Learning and Time-Series Analyses of VigiBase and QUEST.JMIR medical informatics · 2024Article
- Using a participatory design to develop an implementation framework for integrating falls prevention for older people within the Chinese primary health care system.BMC geriatrics · 2024Article
- Knowledge, attitudes and perceptions of nursing students regarding vaccines.South African family practice : official journal of the South African Academy of Family Practice/Primary Care · 2024Article
- Characterising the performance measurement and management system in the primary health care systems of Malawi.African journal of primary health care & family medicine · 2024Article
Corrections and comments
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundHealthcare providers (HCPs) are recognized as one of the cornerstones and drivers of health interventions. Roles such as documentation of patient care, data management, analysing, interpreting and appropriate use of data are key to ending vaccine-preventable diseases (VPDs). However, there is a great deal of uncertainty and concerns about HCPs' skills and competencies regarding immunization data handling and the importance of data use for improving service delivery in low- and middle-income countries (LMICs). Questions about the suitability and relevance of the contents of training curriculum, appropriateness of platforms through which training is delivered and the impact of such training on immunization data handling competencies and service delivery remain a source of concern. This review identified and assessed published studies that report on pre- and in-service training with a focus on HCPs' competencies and skills to manage immunization data in LMICs.
methodsAn electronic search of six online databases was performed, in addition to websites of the WHO, Global Alliance for Vaccines and Immunization (GAVI), Oxfam International, Save the Children, Community Health Workers Central (CHW Central), UNAIDS and UNICEF. Using appropriate keywords, MeSH terms and selection procedure, 12 articles published between January 1980 and May 2019 on pre- and in-service training of HCPs, interventions geared towards standardized data collection procedures, data documentation and management of immunization data in LMICs, including curriculum reviews, were considered for analysis.
resultsOf the 2705 identified references, only 12 studies met the inclusion criteria. The review provides evidence that shows that combined and multifaceted training interventions could help improve HCPs' knowledge, skills and competency on immunization data management. It further suggests that offering the right training to HCPs and sustaining standard immunization data management is hampered in LMICs by limited or/lack of training resources.
conclusionPre-service training is fundamental in the skills' acquisition of HCPs; however, they require additional in-service training and supportive supervision to function effectively in managing immunization data tasks. Continuous capacity development in immunization data-management competencies such as data collection, analysis, interpretation, synthesis and data use should be strengthened at all levels of the health system. Furthermore, there is a need for periodic review of the immunization-training curriculum in health training institutions, capacity development and retraining tutors on the current trends in immunization data management.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.