Evidence map›Paper›PMID 39901168›Full record

ArticleInternational journal for equity in health2025

Empowering access: unveiling an overall composite spatial accessibility index to healthcare services in Southeastern Iran.

Ahmad Raeesi, Soheil Hashtarkhani, Mahmood Tara, Narjes Sargolzaei, Behzad Kiani

Abstract read
In one paragraph

Article in International journal for equity in health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

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3 · Its place in the literature

Who cites it

7 citing papers in PubMed.

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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.

Ahmad RaeesiDepartment of Medical Informatics, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran.ORCID 0000-0001-5002-3735
Soheil HashtarkhaniCenter for Biomedical Informatics, Department of Pediatrics, University of Tennessee Health Science Center, Memphis, USA.ORCID 0000-0001-7750-6294
Mahmood TaraCardiovascular Research Center, Rajaie Cardiovascular Institute, Tehran, Iran. smtara@gmail.com.ORCID 0000-0003-3945-7772
Narjes SargolzaeiDepartment of Community Medicine, Faculty of Medicine, Zahedan University of Medical Sciences, Zahedan, Iran.ORCID 0000-0002-7869-1564
Behzad KianiFaculty of Health, Medicine, and Behavioural Sciences, The University of Queensland Centre for Clinical Research, Brisbane, Australia.ORCID 0000-0002-8816-328X

Funding

Mashhad University of Medical Sciences 4000577
6 · The paper itself

Abstract

backgroundAccess to healthcare is critical for population health; however, geographic barriers persist especially in rural and deprived regions. This study aims to develop an overall composite potential spatial accessibility index to healthcare facilities and services in Sistan and Baluchestan Province in southeast Iran.

methodsThis study employed the enhanced two-step floating catchment area (E2SFCA) method to create an overall composite spatial accessibility index for healthcare facilities and services in Sistan and Baluchestan Province, southeast Iran. Spatial accessibility for general practitioners, nursing, dentistry, midwifery, pharmacy, medical laboratory, nutrition, public health, radiology, psychology, environmental health, rural health workers, inpatient hospital beds, and five medical specialty services were calculated. Spatial accessibility scores were normalized from 0 to 1 (no access = 0, low = 0.01 to 0.33, moderate = 0.331 to 0.66, high = 0.661 to 1) and aggregated into overall indices of primary, secondary, and overall healthcare accessibility for each district. Inequality was assessed using the Lorenz curve and Gini coefficient analysis.

resultsLow geographic accessibility was found across Sistan and Baluchestan Province, especially in rural areas. Almost 75% of the population had low/no access to overall primary care services within a 30-minute drive time. For secondary care, nearly 45% had low/no access to hospital inpatient beds within a 30-minute drive time, and around 40% had low/no access to specialists within a 60-minute drive time. Just 11.6% of the population had high overall healthcare access. The calculated Gini coefficient of 0.517 for the overall spatial accessibility index to healthcare services in Sistan and Baluchestan Province highlights a highly unequal distribution of healthcare services.

conclusionsThis study demonstrates a useful replicable methodology that combines individual service accessibility metrics into an overall spatial healthcare access index. Furthermore, this study provides evidence of major shortfalls in healthcare access across Sistan and Baluchestan Province. Targeted strategies are required to increase the availability and capacity of services in underserved communities. Improving geographic access is key for progressing towards universal coverage and better population health.

Indexed as

Healthcare DisparitiesHealth Services AccessibilityCatchment Area, HealthHumansIranRural Health ServicesRural PopulationSpatial Analysis2SFCAEnhanced 2SFCAHealthcare AccessInequalityPrimary careSecondary care

Identifiers

PMID39901168
PMCPMC11792305

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LicenceCC BY-NC-ND
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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.