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The impact of human resources for health on the health outcomes of Chinese people
Human resources for health (HRH) is a cornerstone in the medical system. This paper combined data envelopment analysis (DEA) with Tobit regression analysis to evaluate the efficiency of health care services in China over the years between 2007 and 2019. Efficiency was first estimated by using DEA wi...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9521871/ https://www.ncbi.nlm.nih.gov/pubmed/36175870 http://dx.doi.org/10.1186/s12913-022-08540-y |
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author | Cheng, Jingjing Kuang, Xianming Zeng, Linghuang |
author_facet | Cheng, Jingjing Kuang, Xianming Zeng, Linghuang |
author_sort | Cheng, Jingjing |
collection | PubMed |
description | Human resources for health (HRH) is a cornerstone in the medical system. This paper combined data envelopment analysis (DEA) with Tobit regression analysis to evaluate the efficiency of health care services in China over the years between 2007 and 2019. Efficiency was first estimated by using DEA with the choice of inputs and outputs being specific to health care services and residents’ health status. Malmquist index model was selected for estimating the changes in total factor productivity of provinces and exploring whether their performance had improved over the years. Tobit regression model was then employed in which the efficiency score obtained from the DEA computations used as the dependent variable, and HRH was chosen as the independent variables. The results showed that all kinds of health personnel had a significantly positive impact on the efficiency, and more importantly, pharmacists played a critical role in affecting both the provincial and national efficiency. Therefore, the health sector should pay more attention to optimizing allocation of HRH and focusing on professional training of clinical pharmacists. |
format | Online Article Text |
id | pubmed-9521871 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-95218712022-09-30 The impact of human resources for health on the health outcomes of Chinese people Cheng, Jingjing Kuang, Xianming Zeng, Linghuang BMC Health Serv Res Research Human resources for health (HRH) is a cornerstone in the medical system. This paper combined data envelopment analysis (DEA) with Tobit regression analysis to evaluate the efficiency of health care services in China over the years between 2007 and 2019. Efficiency was first estimated by using DEA with the choice of inputs and outputs being specific to health care services and residents’ health status. Malmquist index model was selected for estimating the changes in total factor productivity of provinces and exploring whether their performance had improved over the years. Tobit regression model was then employed in which the efficiency score obtained from the DEA computations used as the dependent variable, and HRH was chosen as the independent variables. The results showed that all kinds of health personnel had a significantly positive impact on the efficiency, and more importantly, pharmacists played a critical role in affecting both the provincial and national efficiency. Therefore, the health sector should pay more attention to optimizing allocation of HRH and focusing on professional training of clinical pharmacists. BioMed Central 2022-09-29 /pmc/articles/PMC9521871/ /pubmed/36175870 http://dx.doi.org/10.1186/s12913-022-08540-y Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Cheng, Jingjing Kuang, Xianming Zeng, Linghuang The impact of human resources for health on the health outcomes of Chinese people |
title | The impact of human resources for health on the health outcomes of Chinese people |
title_full | The impact of human resources for health on the health outcomes of Chinese people |
title_fullStr | The impact of human resources for health on the health outcomes of Chinese people |
title_full_unstemmed | The impact of human resources for health on the health outcomes of Chinese people |
title_short | The impact of human resources for health on the health outcomes of Chinese people |
title_sort | impact of human resources for health on the health outcomes of chinese people |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9521871/ https://www.ncbi.nlm.nih.gov/pubmed/36175870 http://dx.doi.org/10.1186/s12913-022-08540-y |
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