Evidence map›Paper›PMID 32357429›Full record

ArticleInternational journal of environmental research and public health2020

Projecting the Target Quantity of Medical Staff in Taiwan's Administrative Regions by the Theory of Carrying Capacity.

Jin-Li Hu, Ming-Chung Chang, Hsin-Jung Chung

Abstract read
In one paragraph

Article in International journal of environmental research and public health, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Choices of Specialties and Training Sites among Taiwanese Physicians Graduating from Polish Medical Schools.International journal of environmental research and public health · 2022
    Article
  2. Article
  3. Degrees of Shortage and Uncovered Ratios for Long-Term Care in Taiwan's Regions: Evidence from Dynamic DEA.International journal of environmental research and public health · 2021
    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

3 authors.

Jin-Li HuInstitute of Business and Management, National Chiao Tung University, Taipei City 10044, Taiwan.ORCID 0000-0002-7337-2935
Ming-Chung ChangDepartment of Finance, Chihlee University of Technology, New Taipei City 22050, Taiwan.
Hsin-Jung ChungInstitute of Business and Management, National Chiao Tung University, Taipei City 10044, Taiwan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

As physicians and nurses are the main medical staff in any healthcare system, an appropriate medical workforce distribution is crucial for an aging society. This study thus applies the theory of carrying capacity and the given demand side to explore the carrying capacity, carrying efficiency, and potential adjustment ratio of medical staff in Taiwan's administrative regions by using the data envelopment analysis (DEA) approach in which a lower carrying efficiency implies a higher shortage ratio. The main findings are as follows. (i) The carrying efficiency of Taiwan's medical staff is weakening year by year, while the carrying efficiency of the country's nurses is lower than that of physicians. (ii) The outlying islands of Taiwan have a more serious shortage of physicians and nurses than the main island. (iii) The central government should encourage more physicians and nurses to work in regions with a low carrying efficiency.

Indexed as

Health WorkforceMedical StaffPhysiciansHumansTaiwancarrying capacitycarrying efficiencydata envelopment analysis

Identifiers

PMID32357429
PMCPMC7246511

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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.