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Gender income differences among general practitioners with compulsory services in early career stage in underdeveloped areas: evidence from a prospective cohort study in China
Gender equality and the gender income gap in medicine are long-standing global problems. Although gender-related differences have been widely studied in developed countries, they remain unclear in underdeveloped regions. In 2010, China initiated a national compulsory service program (CSP) to train q...
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Published in: | Human resources for health 2024-06, Vol.22 (1), p.45-11, Article 45 |
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description | Gender equality and the gender income gap in medicine are long-standing global problems. Although gender-related differences have been widely studied in developed countries, they remain unclear in underdeveloped regions. In 2010, China initiated a national compulsory service program (CSP) to train qualified general practitioners in rural and remote areas. This study aimed to evaluate gender income differences for early career CSP and non-CSP (NCSP) graduates in underdeveloped areas.
A cohort study was conducted with 3620 CSP and NCSP graduates from four medical universities in Central and Western China. Baseline surveys and six follow-up surveys were conducted between 2015 and 2022. Incomes, including monthly mean income and proportion of performance-based income, were measured as the key outcome variables. Multivariate linear regression models were used to identify the gender income gap.
NCSP graduates had higher average monthly incomes than CSP graduates. In the seventh year after graduation, the average monthly income for NCSP graduates was 7859 CNY while was 5379 CNY for CSP graduates. After controlling for demographic characteristics, the gender monthly income gap for CSP graduates was expanded from the fourth year (3.0%) to the sixth year (5.9%) after graduation, and that for NCSP graduates was expanded from the fifth year (11.9%) to the seventh year (16.3%) after graduation. Regarding performance-based income, it was 58.9% for NCSP graduates and 45.8% for CSP graduates in the seventh year after graduation. After controlling for performance-based income proportion, the gender income gap was reduced from 5.9 to 4.0% in the sixth year after graduation for CSP graduates, and from 16.3 to 14.4% for NCSP graduates in the seventh year after graduation.
An extensive and ever-increasing gender income gap exists among young doctors in the early stages of their careers in underdeveloped areas of China. The high proportion of performance-based income among men is one of the main explanations for the observed difference. A more explicit compensation system must be established to enhance support for female health workers. |
doi_str_mv | 10.1186/s12960-024-00930-z |
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A cohort study was conducted with 3620 CSP and NCSP graduates from four medical universities in Central and Western China. Baseline surveys and six follow-up surveys were conducted between 2015 and 2022. Incomes, including monthly mean income and proportion of performance-based income, were measured as the key outcome variables. Multivariate linear regression models were used to identify the gender income gap.
NCSP graduates had higher average monthly incomes than CSP graduates. In the seventh year after graduation, the average monthly income for NCSP graduates was 7859 CNY while was 5379 CNY for CSP graduates. After controlling for demographic characteristics, the gender monthly income gap for CSP graduates was expanded from the fourth year (3.0%) to the sixth year (5.9%) after graduation, and that for NCSP graduates was expanded from the fifth year (11.9%) to the seventh year (16.3%) after graduation. Regarding performance-based income, it was 58.9% for NCSP graduates and 45.8% for CSP graduates in the seventh year after graduation. After controlling for performance-based income proportion, the gender income gap was reduced from 5.9 to 4.0% in the sixth year after graduation for CSP graduates, and from 16.3 to 14.4% for NCSP graduates in the seventh year after graduation.
An extensive and ever-increasing gender income gap exists among young doctors in the early stages of their careers in underdeveloped areas of China. The high proportion of performance-based income among men is one of the main explanations for the observed difference. A more explicit compensation system must be established to enhance support for female health workers.</description><identifier>ISSN: 1478-4491</identifier><identifier>EISSN: 1478-4491</identifier><identifier>DOI: 10.1186/s12960-024-00930-z</identifier><identifier>PMID: 38937757</identifier><language>eng</language><publisher>England: BioMed Central Ltd</publisher><subject>Adult ; Analysis ; Career development planning ; Careers ; China ; Cohort analysis ; Compensation and benefits ; Data collection ; Demographics ; Earnings ; Employment ; Family physicians ; Female ; Females ; Gender difference ; Gender differences ; Gender equality ; Gender equity ; Gender pay gap ; General practitioner ; General Practitioners ; Health care policy ; Humans ; Income ; Income distribution ; Industrialized nations ; Labor market ; Male ; Medical personnel ; Monetary incentives ; Physicians (General practice) ; Primary care ; Prospective Studies ; Questionnaires ; Rural areas ; Rural Health Services ; Rural Population ; Sex Factors ; Sexism - statistics & numerical data ; Sparsely populated areas ; Students ; Underdeveloped areas ; Wages & salaries ; Women ; Workforce</subject><ispartof>Human resources for health, 2024-06, Vol.22 (1), p.45-11, Article 45</ispartof><rights>2024. The Author(s).</rights><rights>COPYRIGHT 2024 BioMed Central Ltd.</rights><rights>2024. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>The Author(s) 2024</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c479t-9c2714052d92e4d3a9371877172190b9fa1a1514f19652091a1a7f479699977a3</cites><orcidid>0000-0002-5483-0742</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC11209954/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/3079229265?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,25732,27903,27904,36991,36992,38495,43874,44569,53769,53771</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38937757$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Tang, Haoqing</creatorcontrib><creatorcontrib>Li, Mingyue</creatorcontrib><creatorcontrib>Zheng, Huixian</creatorcontrib><creatorcontrib>Zhang, Xiaotian</creatorcontrib><creatorcontrib>Liu, Xiaoyun</creatorcontrib><title>Gender income differences among general practitioners with compulsory services in early career stage in underdeveloped areas: evidence from a prospective cohort study in China</title><title>Human resources for health</title><addtitle>Hum Resour Health</addtitle><description>Gender equality and the gender income gap in medicine are long-standing global problems. Although gender-related differences have been widely studied in developed countries, they remain unclear in underdeveloped regions. In 2010, China initiated a national compulsory service program (CSP) to train qualified general practitioners in rural and remote areas. This study aimed to evaluate gender income differences for early career CSP and non-CSP (NCSP) graduates in underdeveloped areas.
A cohort study was conducted with 3620 CSP and NCSP graduates from four medical universities in Central and Western China. Baseline surveys and six follow-up surveys were conducted between 2015 and 2022. Incomes, including monthly mean income and proportion of performance-based income, were measured as the key outcome variables. Multivariate linear regression models were used to identify the gender income gap.
NCSP graduates had higher average monthly incomes than CSP graduates. In the seventh year after graduation, the average monthly income for NCSP graduates was 7859 CNY while was 5379 CNY for CSP graduates. After controlling for demographic characteristics, the gender monthly income gap for CSP graduates was expanded from the fourth year (3.0%) to the sixth year (5.9%) after graduation, and that for NCSP graduates was expanded from the fifth year (11.9%) to the seventh year (16.3%) after graduation. Regarding performance-based income, it was 58.9% for NCSP graduates and 45.8% for CSP graduates in the seventh year after graduation. After controlling for performance-based income proportion, the gender income gap was reduced from 5.9 to 4.0% in the sixth year after graduation for CSP graduates, and from 16.3 to 14.4% for NCSP graduates in the seventh year after graduation.
An extensive and ever-increasing gender income gap exists among young doctors in the early stages of their careers in underdeveloped areas of China. The high proportion of performance-based income among men is one of the main explanations for the observed difference. A more explicit compensation system must be established to enhance support for female health workers.</description><subject>Adult</subject><subject>Analysis</subject><subject>Career development planning</subject><subject>Careers</subject><subject>China</subject><subject>Cohort analysis</subject><subject>Compensation and benefits</subject><subject>Data collection</subject><subject>Demographics</subject><subject>Earnings</subject><subject>Employment</subject><subject>Family physicians</subject><subject>Female</subject><subject>Females</subject><subject>Gender difference</subject><subject>Gender differences</subject><subject>Gender equality</subject><subject>Gender equity</subject><subject>Gender pay gap</subject><subject>General practitioner</subject><subject>General Practitioners</subject><subject>Health care policy</subject><subject>Humans</subject><subject>Income</subject><subject>Income distribution</subject><subject>Industrialized nations</subject><subject>Labor market</subject><subject>Male</subject><subject>Medical personnel</subject><subject>Monetary incentives</subject><subject>Physicians (General practice)</subject><subject>Primary care</subject><subject>Prospective Studies</subject><subject>Questionnaires</subject><subject>Rural areas</subject><subject>Rural Health Services</subject><subject>Rural Population</subject><subject>Sex Factors</subject><subject>Sexism - statistics & numerical data</subject><subject>Sparsely populated areas</subject><subject>Students</subject><subject>Underdeveloped areas</subject><subject>Wages & salaries</subject><subject>Women</subject><subject>Workforce</subject><issn>1478-4491</issn><issn>1478-4491</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>COVID</sourceid><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNptks1u1DAUhSMEoqXwAiyQJTawSPFfxjGbqqqgjFQJiZ-15XGuM66SeLCTgelL8YrcdErVQSiLxNfnfNe-OUXxktFTxurFu8y4XtCScllSqgUtbx4Vx0yqupRSs8cPvo-KZzlfU8q55OJpcSRqLZSq1HHx-xKGBhIJg4s9kCZ4DwkGB5nYPg4taWGAZDuySdaNYQwRl5n8DOOaoGMzdTmmHcmQtmE2hYGATd2OOJsAuXm0LczVaW7TwBa6uIGG4K7N7wlsQzN3Iz7FnljsEvMGsNEWEL-OaUTC1OxmwsU6DPZ58cTbLsOLu_dJ8f3jh28Xn8qrz5fLi_Or0kmlx1I7rpikFW80B9kIi_dltVJMcabpSnvLLKuY9EwvKk41rqzyaF1orZWy4qRY7rlNtNdmk0Jv085EG8xtIabW2DQG14GhK1Fz5Re1105qbbVeSeHrSjrnV66ZWWd71mZa9dA4GEac6AH0cGcIa9PGrWEMj6YriYQ3d4QUf0yQR9OH7KDr7ABxykZQJbgQVFYoff2P9DpOacBZzSrNueaLB6rW4g3C4CM2djPUnCutBa-QhqrT_6jwaaAPDpPgA9YPDG8PDKgZ4dfY2ilns_z65VDL91qH_zwn8PcDYdTM-Tb7fBvMt7nNt7lB06uHo7y3_A20-AM3bvdl</recordid><startdate>20240627</startdate><enddate>20240627</enddate><creator>Tang, Haoqing</creator><creator>Li, Mingyue</creator><creator>Zheng, Huixian</creator><creator>Zhang, Xiaotian</creator><creator>Liu, Xiaoyun</creator><general>BioMed Central Ltd</general><general>BioMed Central</general><general>BMC</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>ISR</scope><scope>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>88C</scope><scope>88E</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>COVID</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>K9.</scope><scope>M0S</scope><scope>M0T</scope><scope>M1P</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0002-5483-0742</orcidid></search><sort><creationdate>20240627</creationdate><title>Gender income differences among general practitioners with compulsory services in early career stage in underdeveloped areas: evidence from a prospective cohort study in China</title><author>Tang, Haoqing ; Li, Mingyue ; Zheng, Huixian ; Zhang, Xiaotian ; Liu, Xiaoyun</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c479t-9c2714052d92e4d3a9371877172190b9fa1a1514f19652091a1a7f479699977a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Adult</topic><topic>Analysis</topic><topic>Career development planning</topic><topic>Careers</topic><topic>China</topic><topic>Cohort analysis</topic><topic>Compensation and benefits</topic><topic>Data collection</topic><topic>Demographics</topic><topic>Earnings</topic><topic>Employment</topic><topic>Family physicians</topic><topic>Female</topic><topic>Females</topic><topic>Gender difference</topic><topic>Gender differences</topic><topic>Gender equality</topic><topic>Gender equity</topic><topic>Gender pay gap</topic><topic>General practitioner</topic><topic>General Practitioners</topic><topic>Health care policy</topic><topic>Humans</topic><topic>Income</topic><topic>Income distribution</topic><topic>Industrialized nations</topic><topic>Labor market</topic><topic>Male</topic><topic>Medical personnel</topic><topic>Monetary incentives</topic><topic>Physicians (General practice)</topic><topic>Primary care</topic><topic>Prospective Studies</topic><topic>Questionnaires</topic><topic>Rural areas</topic><topic>Rural Health Services</topic><topic>Rural Population</topic><topic>Sex Factors</topic><topic>Sexism - statistics & numerical data</topic><topic>Sparsely populated areas</topic><topic>Students</topic><topic>Underdeveloped areas</topic><topic>Wages & salaries</topic><topic>Women</topic><topic>Workforce</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Tang, Haoqing</creatorcontrib><creatorcontrib>Li, Mingyue</creatorcontrib><creatorcontrib>Zheng, Huixian</creatorcontrib><creatorcontrib>Zhang, Xiaotian</creatorcontrib><creatorcontrib>Liu, Xiaoyun</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Science in Context</collection><collection>ProQuest Central (Corporate)</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Healthcare Administration Database (Alumni)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>Coronavirus Research Database</collection><collection>ProQuest Central</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Healthcare Administration Database</collection><collection>Medical Database</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Human resources for health</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Tang, Haoqing</au><au>Li, Mingyue</au><au>Zheng, Huixian</au><au>Zhang, Xiaotian</au><au>Liu, Xiaoyun</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Gender income differences among general practitioners with compulsory services in early career stage in underdeveloped areas: evidence from a prospective cohort study in China</atitle><jtitle>Human resources for health</jtitle><addtitle>Hum Resour Health</addtitle><date>2024-06-27</date><risdate>2024</risdate><volume>22</volume><issue>1</issue><spage>45</spage><epage>11</epage><pages>45-11</pages><artnum>45</artnum><issn>1478-4491</issn><eissn>1478-4491</eissn><abstract>Gender equality and the gender income gap in medicine are long-standing global problems. Although gender-related differences have been widely studied in developed countries, they remain unclear in underdeveloped regions. In 2010, China initiated a national compulsory service program (CSP) to train qualified general practitioners in rural and remote areas. This study aimed to evaluate gender income differences for early career CSP and non-CSP (NCSP) graduates in underdeveloped areas.
A cohort study was conducted with 3620 CSP and NCSP graduates from four medical universities in Central and Western China. Baseline surveys and six follow-up surveys were conducted between 2015 and 2022. Incomes, including monthly mean income and proportion of performance-based income, were measured as the key outcome variables. Multivariate linear regression models were used to identify the gender income gap.
NCSP graduates had higher average monthly incomes than CSP graduates. In the seventh year after graduation, the average monthly income for NCSP graduates was 7859 CNY while was 5379 CNY for CSP graduates. After controlling for demographic characteristics, the gender monthly income gap for CSP graduates was expanded from the fourth year (3.0%) to the sixth year (5.9%) after graduation, and that for NCSP graduates was expanded from the fifth year (11.9%) to the seventh year (16.3%) after graduation. Regarding performance-based income, it was 58.9% for NCSP graduates and 45.8% for CSP graduates in the seventh year after graduation. After controlling for performance-based income proportion, the gender income gap was reduced from 5.9 to 4.0% in the sixth year after graduation for CSP graduates, and from 16.3 to 14.4% for NCSP graduates in the seventh year after graduation.
An extensive and ever-increasing gender income gap exists among young doctors in the early stages of their careers in underdeveloped areas of China. The high proportion of performance-based income among men is one of the main explanations for the observed difference. A more explicit compensation system must be established to enhance support for female health workers.</abstract><cop>England</cop><pub>BioMed Central Ltd</pub><pmid>38937757</pmid><doi>10.1186/s12960-024-00930-z</doi><tpages>11</tpages><orcidid>https://orcid.org/0000-0002-5483-0742</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Adult Analysis Career development planning Careers China Cohort analysis Compensation and benefits Data collection Demographics Earnings Employment Family physicians Female Females Gender difference Gender differences Gender equality Gender equity Gender pay gap General practitioner General Practitioners Health care policy Humans Income Income distribution Industrialized nations Labor market Male Medical personnel Monetary incentives Physicians (General practice) Primary care Prospective Studies Questionnaires Rural areas Rural Health Services Rural Population Sex Factors Sexism - statistics & numerical data Sparsely populated areas Students Underdeveloped areas Wages & salaries Women Workforce |
title | Gender income differences among general practitioners with compulsory services in early career stage in underdeveloped areas: evidence from a prospective cohort study in China |
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