Spatial spillover of local general higher education expenditures on sustainable regional economic growth: A spatial econometric analysis
The ability of fair investments in local general higher education to drive sustainable regional economic growth is explored. Based on spatial theory, the exploratory spatial data analysis method is used to examine the spatial characteristics of local general higher education expenditures in China...
Gespeichert in:
Veröffentlicht in: | PloS one 2023-11, Vol.18 (11), p.e0292781-e0292781 |
---|---|
Hauptverfasser: | , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | e0292781 |
---|---|
container_issue | 11 |
container_start_page | e0292781 |
container_title | PloS one |
container_volume | 18 |
creator | Ma, Congying Wu, Hongchao Li, Xiuhong |
description | The ability of fair investments in local general higher education to drive sustainable regional economic growth is explored. Based on spatial theory, the exploratory spatial data analysis method is used to examine the spatial characteristics of local general higher education expenditures in China's 30 provinces from 2000 to 2021. The spatial Durbin model is employed to analyze the impact of education expenditures on regional economic growth. The results reveal that education expenditures had positive spatial autocorrelation. Education expenditures promoted regional economic growth, and the long-term effect was greater than the short-term effect. These expenditures also had a positive spillover effect, showing that strategic spatial interactions between provinces positively influence growth. The positive spillover effects nationwide and in the eastern region were significantly greater than the direct effect, whereas the spillover effects in both the middle and western regions were negative. |
doi_str_mv | 10.1371/journal.pone.0292781 |
format | Article |
fullrecord | <record><control><sourceid>gale_plos_</sourceid><recordid>TN_cdi_plos_journals_3069278967</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><galeid>A772674260</galeid><doaj_id>oai_doaj_org_article_635344fa28c44fbc98341ab21b8dcc36</doaj_id><sourcerecordid>A772674260</sourcerecordid><originalsourceid>FETCH-LOGICAL-c670t-7771b651d6c2ce720954aee7d066cc9c10f31e6443f00ae47b7f49681f4b16ed3</originalsourceid><addsrcrecordid>eNqNk81u1DAQxyMEoqXwBkhEQkJw2MVfsRMuqKr4WKlSJQpcLceZJF55463tlPYNeGwcNqAG9YBymHjmN__JTDxZ9hyjNaYCv9260Q_KrvdugDUiFRElfpAd44qSFSeIPrzzfpQ9CWGLUEFLzh9nR1RUBcesOM5-Xu5VNMrmYW-sddfgc9fm1unk6mAAn2xvuj75oRl1Yt2Qw80ehsbE0UPI0zmMISozqNpC7qFLSMoC7Qa3MzrvvPsR-3f5aapxqHUIQfQpqhJ7G0x4mj1qlQ3wbLYn2bePH76efV6dX3zanJ2erzQXKK6EELjmBW64JhoEQVXBFIBoEOdaVxqjlmLgjNEWIQVM1KJlFS9xy2rMoaEn2YuD7t66IOchBkkRnyZYcZGIzYFonNrKvTc75W-lU0b-djjfSeWj0RYkpwVlrFWk1MnUuiopw6omuC4brSlPWu_namO9g0bDENNEF6LLyGB62blriRFnpERlUng9K3h3NUKIcmeCBmvVAG4MkpRlVaUGi-nDX_6D3t_eTHUqdWCG1qXCehKVp0IQLhjhKFHre6j0NJD-abpyrUn-RcKbRUJiItzETo0hyM3ll_9nL74v2Vd32B6UjX1wdpwuYliC7ABq70Lw0P6dMkZy2pg_05DTxsh5Y-gvdaEJhQ</addsrcrecordid><sourcetype>Open Website</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>3069278967</pqid></control><display><type>article</type><title>Spatial spillover of local general higher education expenditures on sustainable regional economic growth: A spatial econometric analysis</title><source>DOAJ Directory of Open Access Journals</source><source>Public Library of Science (PLoS) Journals Open Access</source><source>EZB-FREE-00999 freely available EZB journals</source><source>PubMed Central</source><source>Free Full-Text Journals in Chemistry</source><creator>Ma, Congying ; Wu, Hongchao ; Li, Xiuhong</creator><contributor>Huang, Difang</contributor><creatorcontrib>Ma, Congying ; Wu, Hongchao ; Li, Xiuhong ; Huang, Difang</creatorcontrib><description>The ability of fair investments in local general higher education to drive sustainable regional economic growth is explored. Based on spatial theory, the exploratory spatial data analysis method is used to examine the spatial characteristics of local general higher education expenditures in China's 30 provinces from 2000 to 2021. The spatial Durbin model is employed to analyze the impact of education expenditures on regional economic growth. The results reveal that education expenditures had positive spatial autocorrelation. Education expenditures promoted regional economic growth, and the long-term effect was greater than the short-term effect. These expenditures also had a positive spillover effect, showing that strategic spatial interactions between provinces positively influence growth. The positive spillover effects nationwide and in the eastern region were significantly greater than the direct effect, whereas the spillover effects in both the middle and western regions were negative.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0292781</identifier><identifier>PMID: 37956145</identifier><language>eng</language><publisher>San Francisco: Public Library of Science</publisher><subject>Analysis ; Computer and Information Sciences ; Data analysis ; Earth Sciences ; Ecology and Environmental Sciences ; Econometrics ; Economic analysis ; Economic development ; Economic growth ; Education ; Education, Higher ; Expenditures ; Expenditures, Public ; Geospatial data ; Government finance ; Growth models ; Higher education ; Human capital ; Impact analysis ; Information management ; Investments ; Management ; Methods ; People and Places ; Physical Sciences ; Regions ; Social Sciences ; Spatial analysis ; Spatial data ; Spillover effect ; Sustainable development ; Variables</subject><ispartof>PloS one, 2023-11, Vol.18 (11), p.e0292781-e0292781</ispartof><rights>COPYRIGHT 2023 Public Library of Science</rights><rights>2023 Ma et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2023 Ma et al 2023 Ma et al</rights><rights>2023 Ma et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c670t-7771b651d6c2ce720954aee7d066cc9c10f31e6443f00ae47b7f49681f4b16ed3</citedby><cites>FETCH-LOGICAL-c670t-7771b651d6c2ce720954aee7d066cc9c10f31e6443f00ae47b7f49681f4b16ed3</cites><orcidid>0009-0005-2803-2797</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/PMC10642808/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC10642808/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,315,728,781,785,865,886,2103,2929,23871,27929,27930,53796,53798</link.rule.ids></links><search><contributor>Huang, Difang</contributor><creatorcontrib>Ma, Congying</creatorcontrib><creatorcontrib>Wu, Hongchao</creatorcontrib><creatorcontrib>Li, Xiuhong</creatorcontrib><title>Spatial spillover of local general higher education expenditures on sustainable regional economic growth: A spatial econometric analysis</title><title>PloS one</title><description>The ability of fair investments in local general higher education to drive sustainable regional economic growth is explored. Based on spatial theory, the exploratory spatial data analysis method is used to examine the spatial characteristics of local general higher education expenditures in China's 30 provinces from 2000 to 2021. The spatial Durbin model is employed to analyze the impact of education expenditures on regional economic growth. The results reveal that education expenditures had positive spatial autocorrelation. Education expenditures promoted regional economic growth, and the long-term effect was greater than the short-term effect. These expenditures also had a positive spillover effect, showing that strategic spatial interactions between provinces positively influence growth. The positive spillover effects nationwide and in the eastern region were significantly greater than the direct effect, whereas the spillover effects in both the middle and western regions were negative.</description><subject>Analysis</subject><subject>Computer and Information Sciences</subject><subject>Data analysis</subject><subject>Earth Sciences</subject><subject>Ecology and Environmental Sciences</subject><subject>Econometrics</subject><subject>Economic analysis</subject><subject>Economic development</subject><subject>Economic growth</subject><subject>Education</subject><subject>Education, Higher</subject><subject>Expenditures</subject><subject>Expenditures, Public</subject><subject>Geospatial data</subject><subject>Government finance</subject><subject>Growth models</subject><subject>Higher education</subject><subject>Human capital</subject><subject>Impact analysis</subject><subject>Information management</subject><subject>Investments</subject><subject>Management</subject><subject>Methods</subject><subject>People and Places</subject><subject>Physical Sciences</subject><subject>Regions</subject><subject>Social Sciences</subject><subject>Spatial analysis</subject><subject>Spatial data</subject><subject>Spillover effect</subject><subject>Sustainable development</subject><subject>Variables</subject><issn>1932-6203</issn><issn>1932-6203</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><sourceid>DOA</sourceid><recordid>eNqNk81u1DAQxyMEoqXwBkhEQkJw2MVfsRMuqKr4WKlSJQpcLceZJF55463tlPYNeGwcNqAG9YBymHjmN__JTDxZ9hyjNaYCv9260Q_KrvdugDUiFRElfpAd44qSFSeIPrzzfpQ9CWGLUEFLzh9nR1RUBcesOM5-Xu5VNMrmYW-sddfgc9fm1unk6mAAn2xvuj75oRl1Yt2Qw80ehsbE0UPI0zmMISozqNpC7qFLSMoC7Qa3MzrvvPsR-3f5aapxqHUIQfQpqhJ7G0x4mj1qlQ3wbLYn2bePH76efV6dX3zanJ2erzQXKK6EELjmBW64JhoEQVXBFIBoEOdaVxqjlmLgjNEWIQVM1KJlFS9xy2rMoaEn2YuD7t66IOchBkkRnyZYcZGIzYFonNrKvTc75W-lU0b-djjfSeWj0RYkpwVlrFWk1MnUuiopw6omuC4brSlPWu_namO9g0bDENNEF6LLyGB62blriRFnpERlUng9K3h3NUKIcmeCBmvVAG4MkpRlVaUGi-nDX_6D3t_eTHUqdWCG1qXCehKVp0IQLhjhKFHre6j0NJD-abpyrUn-RcKbRUJiItzETo0hyM3ll_9nL74v2Vd32B6UjX1wdpwuYliC7ABq70Lw0P6dMkZy2pg_05DTxsh5Y-gvdaEJhQ</recordid><startdate>20231113</startdate><enddate>20231113</enddate><creator>Ma, Congying</creator><creator>Wu, Hongchao</creator><creator>Li, Xiuhong</creator><general>Public Library of Science</general><general>Public Library of Science (PLoS)</general><scope>AAYXX</scope><scope>CITATION</scope><scope>IOV</scope><scope>ISR</scope><scope>3V.</scope><scope>7QG</scope><scope>7QL</scope><scope>7QO</scope><scope>7RV</scope><scope>7SN</scope><scope>7SS</scope><scope>7T5</scope><scope>7TG</scope><scope>7TM</scope><scope>7U9</scope><scope>7X2</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8C1</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>D1I</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>H94</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>KB.</scope><scope>KB0</scope><scope>KL.</scope><scope>L6V</scope><scope>LK8</scope><scope>M0K</scope><scope>M0S</scope><scope>M1P</scope><scope>M7N</scope><scope>M7P</scope><scope>M7S</scope><scope>NAPCQ</scope><scope>P5Z</scope><scope>P62</scope><scope>P64</scope><scope>PATMY</scope><scope>PDBOC</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope><scope>PYCSY</scope><scope>RC3</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0009-0005-2803-2797</orcidid></search><sort><creationdate>20231113</creationdate><title>Spatial spillover of local general higher education expenditures on sustainable regional economic growth: A spatial econometric analysis</title><author>Ma, Congying ; Wu, Hongchao ; Li, Xiuhong</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c670t-7771b651d6c2ce720954aee7d066cc9c10f31e6443f00ae47b7f49681f4b16ed3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Analysis</topic><topic>Computer and Information Sciences</topic><topic>Data analysis</topic><topic>Earth Sciences</topic><topic>Ecology and Environmental Sciences</topic><topic>Econometrics</topic><topic>Economic analysis</topic><topic>Economic development</topic><topic>Economic growth</topic><topic>Education</topic><topic>Education, Higher</topic><topic>Expenditures</topic><topic>Expenditures, Public</topic><topic>Geospatial data</topic><topic>Government finance</topic><topic>Growth models</topic><topic>Higher education</topic><topic>Human capital</topic><topic>Impact analysis</topic><topic>Information management</topic><topic>Investments</topic><topic>Management</topic><topic>Methods</topic><topic>People and Places</topic><topic>Physical Sciences</topic><topic>Regions</topic><topic>Social Sciences</topic><topic>Spatial analysis</topic><topic>Spatial data</topic><topic>Spillover effect</topic><topic>Sustainable development</topic><topic>Variables</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Ma, Congying</creatorcontrib><creatorcontrib>Wu, Hongchao</creatorcontrib><creatorcontrib>Li, Xiuhong</creatorcontrib><collection>CrossRef</collection><collection>Gale In Context: Opposing Viewpoints</collection><collection>Gale In Context: Science</collection><collection>ProQuest Central (Corporate)</collection><collection>Animal Behavior Abstracts</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Biotechnology Research Abstracts</collection><collection>Nursing & Allied Health Database</collection><collection>Ecology Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Immunology Abstracts</collection><collection>Meteorological & Geoastrophysical Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Agricultural Science Collection</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Public Health Database</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Materials Science & Engineering Collection</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>Advanced Technologies & Aerospace Collection</collection><collection>Agricultural & Environmental Science Collection</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>Natural Science Collection (ProQuest)</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Materials Science Collection</collection><collection>ProQuest Central Korea</collection><collection>Engineering Research Database</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Materials Science Database</collection><collection>Nursing & Allied Health Database (Alumni Edition)</collection><collection>Meteorological & Geoastrophysical Abstracts - Academic</collection><collection>ProQuest Engineering Collection</collection><collection>ProQuest Biological Science Collection</collection><collection>Agricultural Science Database</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biological Science Database</collection><collection>Engineering Database</collection><collection>Nursing & Allied Health Premium</collection><collection>Advanced Technologies & Aerospace Database</collection><collection>ProQuest Advanced Technologies & Aerospace Collection</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Environmental Science Database</collection><collection>Materials Science Collection</collection><collection>Access via ProQuest (Open Access)</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>Engineering Collection</collection><collection>Environmental Science Collection</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>PloS one</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Ma, Congying</au><au>Wu, Hongchao</au><au>Li, Xiuhong</au><au>Huang, Difang</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Spatial spillover of local general higher education expenditures on sustainable regional economic growth: A spatial econometric analysis</atitle><jtitle>PloS one</jtitle><date>2023-11-13</date><risdate>2023</risdate><volume>18</volume><issue>11</issue><spage>e0292781</spage><epage>e0292781</epage><pages>e0292781-e0292781</pages><issn>1932-6203</issn><eissn>1932-6203</eissn><abstract>The ability of fair investments in local general higher education to drive sustainable regional economic growth is explored. Based on spatial theory, the exploratory spatial data analysis method is used to examine the spatial characteristics of local general higher education expenditures in China's 30 provinces from 2000 to 2021. The spatial Durbin model is employed to analyze the impact of education expenditures on regional economic growth. The results reveal that education expenditures had positive spatial autocorrelation. Education expenditures promoted regional economic growth, and the long-term effect was greater than the short-term effect. These expenditures also had a positive spillover effect, showing that strategic spatial interactions between provinces positively influence growth. The positive spillover effects nationwide and in the eastern region were significantly greater than the direct effect, whereas the spillover effects in both the middle and western regions were negative.</abstract><cop>San Francisco</cop><pub>Public Library of Science</pub><pmid>37956145</pmid><doi>10.1371/journal.pone.0292781</doi><tpages>e0292781</tpages><orcidid>https://orcid.org/0009-0005-2803-2797</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 1932-6203 |
ispartof | PloS one, 2023-11, Vol.18 (11), p.e0292781-e0292781 |
issn | 1932-6203 1932-6203 |
language | eng |
recordid | cdi_plos_journals_3069278967 |
source | DOAJ Directory of Open Access Journals; Public Library of Science (PLoS) Journals Open Access; EZB-FREE-00999 freely available EZB journals; PubMed Central; Free Full-Text Journals in Chemistry |
subjects | Analysis Computer and Information Sciences Data analysis Earth Sciences Ecology and Environmental Sciences Econometrics Economic analysis Economic development Economic growth Education Education, Higher Expenditures Expenditures, Public Geospatial data Government finance Growth models Higher education Human capital Impact analysis Information management Investments Management Methods People and Places Physical Sciences Regions Social Sciences Spatial analysis Spatial data Spillover effect Sustainable development Variables |
title | Spatial spillover of local general higher education expenditures on sustainable regional economic growth: A spatial econometric analysis |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-14T00%3A51%3A06IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-gale_plos_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Spatial%20spillover%20of%20local%20general%20higher%20education%20expenditures%20on%20sustainable%20regional%20economic%20growth:%20A%20spatial%20econometric%20analysis&rft.jtitle=PloS%20one&rft.au=Ma,%20Congying&rft.date=2023-11-13&rft.volume=18&rft.issue=11&rft.spage=e0292781&rft.epage=e0292781&rft.pages=e0292781-e0292781&rft.issn=1932-6203&rft.eissn=1932-6203&rft_id=info:doi/10.1371/journal.pone.0292781&rft_dat=%3Cgale_plos_%3EA772674260%3C/gale_plos_%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=3069278967&rft_id=info:pmid/37956145&rft_galeid=A772674260&rft_doaj_id=oai_doaj_org_article_635344fa28c44fbc98341ab21b8dcc36&rfr_iscdi=true |