Evidence map›Paper›PMID 34444379›Full record

ArticleInternational journal of environmental research and public health2021

Efficiency and Productivity Change of Public Hospitals in Panama: Do Management Schemes Matter?

José M Cordero, Agustín García-García, Enrique Lau-Cortés, Cristina Polo

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 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

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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. Unravelling heterogeneity in efficiency measurements: a case study of public hospitals in Spain.The European journal of health economics : HEPAC : health economics in prevention and care · 2026
    Article
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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

4 authors.

José M CorderoDepartment of Economics, Universidad de Extremadura, Elvas s/n, 06006 Badajoz, Spain.ORCID 0000-0001-8783-6748
Agustín García-GarcíaDepartment of Economics, Universidad de Extremadura, Elvas s/n, 06006 Badajoz, Spain.ORCID 0000-0002-3680-5850
Enrique Lau-CortésSchool of Medicine, University of Panama, Panama City 3366, Panama.
Cristina PoloDepartment of Economics, Universidad de Extremadura, Elvas s/n, 06006 Badajoz, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In Latin American and Caribbean countries, the main concern of public health care managers has been traditionally placed on problems related to funding, payment mechanisms, and equity of access. However, more recently, there is a growing interest in improving the levels of efficiency and reducing costs in the provision of health services. In this paper we focus on measuring the technical efficiency and productivity change of public hospitals in Panama using bootstrapped Malmquist indices, which allows us to assess the statistical significance of changes in productivity, efficiency, and technology. Specifically, we are interested in comparing the performance of hospitals belonging to the two different management schemes coexisting in the country, the Social Security Fund (SSF) and the Ministry of Health (MoH). Our dataset includes data about 22 public hospitals (11 for each model) during the period between 2005 and 2015. The results showed that the productivity growth of hospitals belonging to the SSF has been much higher than that of the hospitals belonging to the Ministry of Health over the evaluated period (almost 4% compared to 1.5%, respectively). The main explanation for these divergences is the superior growth of technological change in the former hospitals, especially in the final years of the evaluated period.

Indexed as

Efficiency, OrganizationalHospitals, PublicPanamaTechnologyDEAefficiencyhospitalsmalmquistmanagementproductivity change

Identifiers

PMID34444379
PMCPMC8394953

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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.