ArticleGlobal health action
Protecting the confidentiality and security of personal health information in low- and middle-income countries in the era of SDGs and Big Data.
Article in Global health action. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers.
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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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
27 citing papers in PubMed.
- Artificial intelligence for climate-health early warning systems in the Horn of Africa: opportunities, challenges, and a roadmap for action.Globalization and health · 2026Article
- Data reuse in global health: perspectives from actors in policy, funding and research.BMJ global health · 2026Article
- Challenges and potential opportunities for improving One Health surveillance in low-resource settings: Insights from rabies surveillance in Malawi.One health outlook · 2026Article
- Computer assisted verbal autopsy: comparing large language models to physicians for assigning causes to 6939 deaths in Sierra Leone from 2019-2022.BMC medicine · 2025Article
- Assessment of barriers to the cervical cancer continuum and existing interventions in 5 African countries.BMC public health · 2025Article
- Integrating healthcare utilization databases for cancer ascertainment in a prospective cohort in a limited resource setting: the Mexican Teachers' Cohort.Cancer causes & control : CCC · 2025Article
- Global South-led responsible AI solutions to strengthen health systems: an emergent research landscape.Oxford open digital health · 2025Article
- Development and Validation of the Nursing Information Security Questionnaire.Applied clinical informatics · 2025Article
- Cardiologist-level interpretable knowledge-fused deep neural network for automatic arrhythmia diagnosis.Communications medicine · 2024Article
- Systematizing Information Use to Address Determinants of Health Worker Health in South Africa: A Cross-sectional Mixed Method Study.Safety and health at work · 2023Article
- Feasibility and utility of Point-of-Care electronic clinical data capture in Uganda's healthcare system: a qualitative study.Journal of the American Medical Informatics Association : JAMIA · 2023Article
- Efficiency of the EmERGE Pathway of Care in Five European HIV Centres.PharmacoEconomics · 2022Article
- The cost of care for people living with stable HIV in Croatia and the efficiency of EmERGE.Croatian medical journal · 2021Article
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- Lived experiences of people living with HIV: a descriptive qualitative analysis of their perceptions of themselves, their social spheres, healthcare professionals and the challenges they face daily.BMC public health · 2021Article
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- Data Sharing and Global Public Health: Defining What We Mean by Data.Frontiers in digital health · 2020Article
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- It is not enough that we require data to be shared; we have to make sharing easy, feasible and accessible too!BMJ global health · 2019Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundAs increasing amounts of personal information are being collected through a plethora of electronic modalities by statutory and non-statutory organizations, ensuring the confidentiality and security of such information has become a major issue globally. While the use of many of these media can be beneficial to individuals or populations, they can also be open to abuse by individuals or statutory and non-statutory organizations. Recent examples include collection of personal information by national security systems and the development of national programs like the Chinese Social Credit System. In many low- and middle-income countries, an increasing amount of personal health information is being collected. The collection of personal health information is necessary, in order to develop longitudinal medical records and to monitor and evaluate the use, cost, outcome, and impact of health services at facility, sub-national, and national levels. However, if personal health information is not held confidentially and securely, individuals with communicable or non-communicable diseases (NCDs) may be reluctant to use preventive or therapeutic health services, due to fear of being stigmatized or discriminated against. While policymakers and other stakeholders in these countries recognize the need to develop and implement policies for protecting the privacy, confidentiality and security of personal health information, to date few of these countries have developed, let alone implemented, coherent policies. The global HIV response continues to emphasize the importance of collecting HIV-health information, recently re-iterated by the
designGuidance for countries to develop and implement their own guidelines for protecting HIV-information formed the basis of identifying a number of fundamental principles, governing the areas of privacy, confidentiality and security. The use of individual-level data must balance maximizing the benefits from their most effective and fullest use, and minimizing harm resulting from their malicious or inadvertent release. DISCUSSION: These general principles are described in this paper, as along with a bibliography referring to more detailed technical information. A country assessment tool and user's manual, based on these principles, have been developed to support countries to assess the privacy, confidentiality, and security of personal health information at facility, data warehouse/repository, and national levels. The successful development and implementation of national guidance will require strong collaboration at local, regional, and national levels, and this is a pre-condition for the successful implementation of a range of national and global programs.
conclusionThis paper is a call for action for stakeholders in low- and middle-income countries to develop and implement such coherent policies and provides fundamental principles governing the areas of privacy, confidentiality, and security of personal health information being collected in low- and middle-income countries.
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What OpenQuestion holds
Registered trials
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.