SynthesisBMC health services research2024
Applications of geographical information system and spatial analysis in Indian health research: a systematic review.
Synthesis in BMC health services research, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
11 citing papers in PubMed.
- Assessing the validity and reliability of geotracking devices in urban settings of Nairobi, Kenya.Spatial and spatio-temporal epidemiology · 2026Article
- Expanding Public Access to Understanding Data: A Case Study of Leveraging Generative AI for India Policy Insights Dashboard.The Professional geographer : the journal of the Association of American Geographers · 2026Article
- Geospatial Insights into Healthcare Accessibility in Europe: A Scoping Review of GIS Applications.Healthcare (Basel, Switzerland) · 2025Review
- Mapping Geographic Disparities in Healthcare Access Barriers Among Married Women in Pakistan: Evidence from a Nationally Representative Survey.Healthcare (Basel, Switzerland) · 2025Article
- Geospatial Mapping of People Living With Diabetes and Hypertension in Urban Slums of Central Karnataka, India.Cureus · 2025Article
- Classification of medical imaging technologies: results from Türkiye.BMC health services research · 2025Article
- India Policy Insights: A geospatial and temporal data science and visualization platform and architecture.SoftwareX · 2025Article
- Spatial and Temporal Distribution of Pediatric Cancers in Southern Ghana: A Retrospective Observational Study.Health science reports · 2025Article
- Geographic mapping and spatiotemporal patterns of tuberculosis in Libya within ten years' period (2015 to 2024).Frontiers in epidemiology · 2025Article
- Investigate the efficiency of primary care facilities in emergency situations by application of geographical and demographic standards using GIS.F1000Research · 2023Article
- Geographic distribution of affordable dental care services through educational institutes in India: A national level GIS-based mapping study.Journal of oral biology and craniofacial researchReview
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundHealth is a fundamental right intricately linked to geographical factors, as evidenced in the health geography literature. The application of geographical information systems (GISs) plays a pivotal role in mapping diseases and evaluating healthcare accessibility and is acknowledged by the World Health Organisation as a solution for enhancing health system resilience and achieving universal health coverage. This study focuses on the geographical perspectives to provide insights into the evolving role of GIS in addressing challenges and shaping healthcare strategies in health research within India. The primary objective was to analyse the utilisation of GISs in health studies specifically on three thematic areas: disease surveillance, health risk assessment, and healthcare access.
methodsThe databases were searched using sixteen keywords for peer-reviewed articles published during 2000-2022. A systematic literature survey was conducted, drawing from peer-reviewed literature available in the PubMed, Web of Science and Scopus databases. Out of 162 search results, 58 articles were selected for review after three rounds of eliminations based on the predefined specific criteria. A systematic literature review was conducted following PRISMA guidelines addressing two research questions.
resultsThis review reveals the extensive use of GIS in health studies since its inception, with particular prominence as a decision-making tool in the aftermath of the COVID-19 outbreak. The analysis of scientific articles focused on disease surveillance, risk assessment, and healthcare access in the Indian context demonstrates the effectiveness of GIS in managing and planning healthcare resources and services. GIS has proven to be an indispensable instrument for understanding spatial patterns in disease and optimising health interventions.
conclusionThis systematic review underscores the critical role of GIS in health research, particularly in the Indian context. The versatile applications of GIS in disease surveillance, risk assessment, and healthcare access highlight its effectiveness as a tool for managing and planning healthcare strategies, contributing to a more resilient and accessible healthcare system in India and beyond.
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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.