A Study on the Health Output Effect of Chinese Medical Service Industry Agglomeration Based on Big Data Analysis

The agglomeration health output effect of the medical service industry in the era of big data is an important part of the agglomeration innovation of medical resources. This paper used the regression model of data mining to set up the fixed effect model and system GMM model to study the relationship...

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Main Authors: Yan Shu, Longxin Lin, Yueqian Hu
Format: Article
Language:English
Published: Hindawi Limited 2020-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2020/4020752
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spelling doaj-3127fb7b34e3425b97444dcfcf0a48c32020-11-25T04:08:26ZengHindawi LimitedMathematical Problems in Engineering1563-51472020-01-01202010.1155/2020/40207524020752A Study on the Health Output Effect of Chinese Medical Service Industry Agglomeration Based on Big Data AnalysisYan Shu0Longxin Lin1Yueqian Hu2Turkish General StaffDepartment of Industrial EngineeringDepartment of AnaesthesiaThe agglomeration health output effect of the medical service industry in the era of big data is an important part of the agglomeration innovation of medical resources. This paper used the regression model of data mining to set up the fixed effect model and system GMM model to study the relationship between the agglomeration of medical service industry and resident’s health level, based on the panel data of 31 provinces of China from 2003 to 2017. The results show that the health outcome of the medical industrial agglomeration is positive and different in provinces. The influence of medical service cluster on residents’ health level in the eastern region fails the significance test, while the medical service cluster in the central and western regions can significantly improve residents’ health level. And, this effect is also related to the characteristics of medical resources, economic development, demographic characteristics, and other heterogeneous factors. On this basis, the paper puts forward policy suggestions to promote the market structure of the medical industry from the aspects of strengthening synergies and policy guidance.http://dx.doi.org/10.1155/2020/4020752
collection DOAJ
language English
format Article
sources DOAJ
author Yan Shu
Longxin Lin
Yueqian Hu
spellingShingle Yan Shu
Longxin Lin
Yueqian Hu
A Study on the Health Output Effect of Chinese Medical Service Industry Agglomeration Based on Big Data Analysis
Mathematical Problems in Engineering
author_facet Yan Shu
Longxin Lin
Yueqian Hu
author_sort Yan Shu
title A Study on the Health Output Effect of Chinese Medical Service Industry Agglomeration Based on Big Data Analysis
title_short A Study on the Health Output Effect of Chinese Medical Service Industry Agglomeration Based on Big Data Analysis
title_full A Study on the Health Output Effect of Chinese Medical Service Industry Agglomeration Based on Big Data Analysis
title_fullStr A Study on the Health Output Effect of Chinese Medical Service Industry Agglomeration Based on Big Data Analysis
title_full_unstemmed A Study on the Health Output Effect of Chinese Medical Service Industry Agglomeration Based on Big Data Analysis
title_sort study on the health output effect of chinese medical service industry agglomeration based on big data analysis
publisher Hindawi Limited
series Mathematical Problems in Engineering
issn 1563-5147
publishDate 2020-01-01
description The agglomeration health output effect of the medical service industry in the era of big data is an important part of the agglomeration innovation of medical resources. This paper used the regression model of data mining to set up the fixed effect model and system GMM model to study the relationship between the agglomeration of medical service industry and resident’s health level, based on the panel data of 31 provinces of China from 2003 to 2017. The results show that the health outcome of the medical industrial agglomeration is positive and different in provinces. The influence of medical service cluster on residents’ health level in the eastern region fails the significance test, while the medical service cluster in the central and western regions can significantly improve residents’ health level. And, this effect is also related to the characteristics of medical resources, economic development, demographic characteristics, and other heterogeneous factors. On this basis, the paper puts forward policy suggestions to promote the market structure of the medical industry from the aspects of strengthening synergies and policy guidance.
url http://dx.doi.org/10.1155/2020/4020752
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