Evidence map›Paper›PMID 33525529›Full record

ArticleInternational journal of environmental research and public health2021

Accessibility Assessment of Community Care Resources Using Maximum-Equity Optimization of Supply Capacity Allocation.

Ming-Hseng Tseng, Hui-Ching Wu

Abstract read
In one paragraph

Article in International journal of environmental research and public health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. Article
  2. Study on edge villages based on cross-region healthcare-seeking behavior.International journal of health geographics · 2025
    Article
  3. Article
  4. Article
  5. Spatial Accessibility Analysis of Medical Facilities Based on Public Transportation Networks.International journal of environmental research and public health · 2022
    Article
  6. Article
  7. Article
  8. Article
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

2 authors.

Ming-Hseng TsengDepartment of Medical Informatics, Chung Shan Medical University, Taichung 40201, Taiwan.ORCID 0000-0001-8868-1610
Hui-Ching WuDepartment of Medical Sociology and Social Work, Chung Shan Medical University, Taichung 40201, Taiwan.ORCID 0000-0002-1215-6913

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Equity in accessible healthcare is crucial for measuring health equity in community care policy. The most important objective of such a policy in Taiwan is empowering people and communities by improving health literacy and increasing access to healthcare resources. Using the nearest-neighbor two-step floating catchment area method, this study performed an accessibility assessment for community care resources before and after supply capacity optimization. For the target of maximum equity when allocating community care resources, taking maximum values, mean values and minimum values of the distances into consideration, three analytical allocation solutions for supply capability optimization were derived to further compare disparities in geographical accessibility. Three indicators, namely, the Gini coefficient, median minus mean and mean-squared error, were employed to assess the degree of optimization of geographical accessibility scores at the locations of the demand population and to determine the degree of geographic inequities in the allocation of community care resources. Our study proposed a method in which the minimum value of the distance is adopted as the approximate representation of distances between the service point and the locations of demand to determine the minimum value for supply capacity optimization. The study found that the method can effectively assess inequities in care resource allocation among urban and rural communities.

Indexed as

Health EquityHealth Services AccessibilityCatchment Area, HealthHumansResource AllocationTaiwanaccessibilityaging in placecommunity-based care accesshealthcare serviceshealth resourcesmaximum equityoptimization

Identifiers

PMID33525529
PMCPMC7908105

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.