Evidence map›Paper›PMID 41273563›Full record

SynthesisAdvances in experimental medicine and biology2026

Geo-Enabling Public Health: A Systematic Review of GIS Applications.

Nikolaos Stasinos, Andreas Tsatsaris, Sotirios Plakas, Kleomenis Kalogeropoulos, Marianna Mantzorou

Abstract readSystematic Review
PubMed Publisher
In one paragraph

Synthesis in Advances in experimental medicine and biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Nikolaos StasinosDepartment of Nursing, University of West Attica, Athens, Greece. nstasinos@uniwa.gr.
Andreas TsatsarisDepartment of Surveying and Geoinformatics Engineering, University of West Attica, Athens, Greece.
Sotirios PlakasDepartment of Nursing, University of West Attica, Athens, Greece.
Kleomenis KalogeropoulosDepartment of Surveying and Geoinformatics Engineering, University of West Attica, Athens, Greece.
Marianna MantzorouDepartment of Nursing, University of West Attica, Athens, Greece.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Geographic Information Systems have grown over time to become an integrative tool in public health, providing an effective way of bringing spatial data together in assessing some of the complex health challenges. The aim of this systematic review is to delve into the application of GIS in addressing public health challenges and identify the knowledge gaps on the existing limitations on the way to harnessing new technologies in GIS and maximizing their impact on population health. In 45 articles reviewed, the authors found evidence that GIS have been essential in the field of public health. Most studies explored their use in disease surveillance and outbreak response, especially in the tracking of patterns of disease. Others discussed how GIS can be used in health disparity research for visualizing geographical patterning of health inequities and for revealing ways to implement interventions that would reduce inequities. Very few of them reviewed applications in health service planning and resource allocation, pointing to potential means of optimizing the geographical distribution of healthcare resources and increasing access to underserved populations. Finally, the authors consider how GIS can help to create comprehensive health profiles of communities by providing insights into health disparities. Our study provides an overview for future research on this topic and discusses the progress and the continued challenges of the field of public health GIS with respect to data quality, capacity building, and ethical and community considerations in order that its full potential for creating a healthier, more equitable world can be met.

Indexed as

Geographic Information SystemsPublic HealthHumansGISHealthcare planningHealth equityPublic healthSpatial analysis

Identifiers

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.