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Data envelopment analysis on the efficiency of vaccination services and its influencing factors in Beijing, China
OBJECTIVES: Vaccination is an important part of public health services. We aim to assess the efficiency of vaccination services in Beijing, the capital of China, and to further study the influencing factors of efficiency. METHODS: Using the immunization service data of Beijing, China in 2020, we fir...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10329376/ https://www.ncbi.nlm.nih.gov/pubmed/37422663 http://dx.doi.org/10.1186/s12913-023-09758-0 |
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author | Hu, Mingzheng Wang, Yanshang Wang, Ming Zhu, Dawei Li, Wentao Yu, Rui Wu, Jiang Lv, Min He, Ping |
author_facet | Hu, Mingzheng Wang, Yanshang Wang, Ming Zhu, Dawei Li, Wentao Yu, Rui Wu, Jiang Lv, Min He, Ping |
author_sort | Hu, Mingzheng |
collection | PubMed |
description | OBJECTIVES: Vaccination is an important part of public health services. We aim to assess the efficiency of vaccination services in Beijing, the capital of China, and to further study the influencing factors of efficiency. METHODS: Using the immunization service data of Beijing, China in 2020, we firstly developed a data envelopment analysis (DEA) model to calculate the score of vaccination efficiency. Secondly, we used DEA model scenario simulations with different combinations of input–output factors to derive the magnitude of the effect of each input factor on the efficiency. Finally, combined with the data from the Beijing Regional Statistical Yearbook 2021, we developed the Tobit model to examine the effect of external social environmental factors on efficiency. RESULTS: The average scores of efficiency of POVs (Point of Vaccination) in different areas of Beijing vary greatly. Different input factors had different degrees of positive effects on the efficiency score. In addition, the number of populations served by POV was positively associated with efficiency, the GDP and financial allocation of the POVs’ district was also positively associated with efficiency score, while the total dependency ratio of the POVs’ district was negatively associated with efficiency score. CONCLUSION: The efficiency of vaccination services varied considerably across POVs. Constrained by limited resources, efficiency scores can be increased by increasing input factors that have a larger impact on efficiency score and reducing those that have a smaller impact on efficiency. In addition, the social environment should be considered in allocating vaccination resources, and more resources should be invested in areas with low levels of economic development, low financial allocation, and high population. |
format | Online Article Text |
id | pubmed-10329376 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-103293762023-07-09 Data envelopment analysis on the efficiency of vaccination services and its influencing factors in Beijing, China Hu, Mingzheng Wang, Yanshang Wang, Ming Zhu, Dawei Li, Wentao Yu, Rui Wu, Jiang Lv, Min He, Ping BMC Health Serv Res Research OBJECTIVES: Vaccination is an important part of public health services. We aim to assess the efficiency of vaccination services in Beijing, the capital of China, and to further study the influencing factors of efficiency. METHODS: Using the immunization service data of Beijing, China in 2020, we firstly developed a data envelopment analysis (DEA) model to calculate the score of vaccination efficiency. Secondly, we used DEA model scenario simulations with different combinations of input–output factors to derive the magnitude of the effect of each input factor on the efficiency. Finally, combined with the data from the Beijing Regional Statistical Yearbook 2021, we developed the Tobit model to examine the effect of external social environmental factors on efficiency. RESULTS: The average scores of efficiency of POVs (Point of Vaccination) in different areas of Beijing vary greatly. Different input factors had different degrees of positive effects on the efficiency score. In addition, the number of populations served by POV was positively associated with efficiency, the GDP and financial allocation of the POVs’ district was also positively associated with efficiency score, while the total dependency ratio of the POVs’ district was negatively associated with efficiency score. CONCLUSION: The efficiency of vaccination services varied considerably across POVs. Constrained by limited resources, efficiency scores can be increased by increasing input factors that have a larger impact on efficiency score and reducing those that have a smaller impact on efficiency. In addition, the social environment should be considered in allocating vaccination resources, and more resources should be invested in areas with low levels of economic development, low financial allocation, and high population. BioMed Central 2023-07-08 /pmc/articles/PMC10329376/ /pubmed/37422663 http://dx.doi.org/10.1186/s12913-023-09758-0 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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 Hu, Mingzheng Wang, Yanshang Wang, Ming Zhu, Dawei Li, Wentao Yu, Rui Wu, Jiang Lv, Min He, Ping Data envelopment analysis on the efficiency of vaccination services and its influencing factors in Beijing, China |
title | Data envelopment analysis on the efficiency of vaccination services and its influencing factors in Beijing, China |
title_full | Data envelopment analysis on the efficiency of vaccination services and its influencing factors in Beijing, China |
title_fullStr | Data envelopment analysis on the efficiency of vaccination services and its influencing factors in Beijing, China |
title_full_unstemmed | Data envelopment analysis on the efficiency of vaccination services and its influencing factors in Beijing, China |
title_short | Data envelopment analysis on the efficiency of vaccination services and its influencing factors in Beijing, China |
title_sort | data envelopment analysis on the efficiency of vaccination services and its influencing factors in beijing, china |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10329376/ https://www.ncbi.nlm.nih.gov/pubmed/37422663 http://dx.doi.org/10.1186/s12913-023-09758-0 |
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