Does Air Cargo Matter in Chinese Regional Economic Development? An Empirical Granger Causality Test
Using longitudinal data of 110 prefecture-level cities in China between 2006 and 2019, this paper conducts a Granger causality test between air cargo and regional economies through a multivariate VAR model, and attempts to explain the causal relationship in accordance with the endogenous and exogeno...
Gespeichert in:
Veröffentlicht in: | Sustainability 2022-08, Vol.14 (15), p.9753 |
---|---|
Hauptverfasser: | , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | |
---|---|
container_issue | 15 |
container_start_page | 9753 |
container_title | Sustainability |
container_volume | 14 |
creator | Zhou, Jun Leng, Liang Yuan, Quan Shi, Xiaofa |
description | Using longitudinal data of 110 prefecture-level cities in China between 2006 and 2019, this paper conducts a Granger causality test between air cargo and regional economies through a multivariate VAR model, and attempts to explain the causal relationship in accordance with the endogenous and exogenous growth theory. Our results show that while the impacts of regional socioeconomic factors, including GDP and employment, on air cargo are larger in terms of magnitude than those of air cargo on the regional economy, the former effects are less robust when subsamples are included in the models. The benefits of air cargo growth for local economic growth are less dependent on the sizes, locations, and characteristics of cities. In accordance with the endogenous and exogenous growth theory, air cargo development policies need to be more favorable to regions with faster growth in secondary industry employment, as well as regions that are in urgent need of developing import and export trade. |
doi_str_mv | 10.3390/su14159753 |
format | Article |
fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_journals_2700790650</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2700790650</sourcerecordid><originalsourceid>FETCH-LOGICAL-c254t-7afba05abe17f048e0246306d254a41727b3a6de5aa6115348037fe3951edc9a3</originalsourceid><addsrcrecordid>eNpNkE9Lw0AQxRdRsNRe_AQL3oTobDabbU5S0j8KFUHqOUy3k7olycbdROi3N6WCzmUG5sd7j8fYrYAHKTN4DL1IhMq0khdsFIMWkQAFl__uazYJ4QDDSCkykY6YmTsKfGY9z9HvHX_FriPPbcPzT9tQIP5Oe-sarPjCuMbV1vA5fVPl2pqa7onPGr6oW-utGZCVx2ZPJ60-YGW7I99Q6G7YVYlVoMnvHrOP5WKTP0frt9VLPltHJlZJF2kstwgKtyR0CcmUIE5SCelu-GIidKy3EtMdKcRUCCWTKUhdksyUoJ3JUI7Z3Vm39e6rH4yLg-v9ED0UsQbQGaQKBur-TBnvQvBUFq23NfpjIaA49Vj89Sh_AN1tY-c</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2700790650</pqid></control><display><type>article</type><title>Does Air Cargo Matter in Chinese Regional Economic Development? An Empirical Granger Causality Test</title><source>MDPI - Multidisciplinary Digital Publishing Institute</source><source>Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals</source><creator>Zhou, Jun ; Leng, Liang ; Yuan, Quan ; Shi, Xiaofa</creator><creatorcontrib>Zhou, Jun ; Leng, Liang ; Yuan, Quan ; Shi, Xiaofa</creatorcontrib><description>Using longitudinal data of 110 prefecture-level cities in China between 2006 and 2019, this paper conducts a Granger causality test between air cargo and regional economies through a multivariate VAR model, and attempts to explain the causal relationship in accordance with the endogenous and exogenous growth theory. Our results show that while the impacts of regional socioeconomic factors, including GDP and employment, on air cargo are larger in terms of magnitude than those of air cargo on the regional economy, the former effects are less robust when subsamples are included in the models. The benefits of air cargo growth for local economic growth are less dependent on the sizes, locations, and characteristics of cities. In accordance with the endogenous and exogenous growth theory, air cargo development policies need to be more favorable to regions with faster growth in secondary industry employment, as well as regions that are in urgent need of developing import and export trade.</description><identifier>ISSN: 2071-1050</identifier><identifier>EISSN: 2071-1050</identifier><identifier>DOI: 10.3390/su14159753</identifier><language>eng</language><publisher>Basel: MDPI AG</publisher><subject>Air transportation industry ; Alliances ; Causality ; Development policy ; Economic conditions ; Economic development ; Economic growth ; Employment ; Productivity ; Regional development ; Social factors ; Socioeconomic factors ; Socioeconomics ; Trade</subject><ispartof>Sustainability, 2022-08, Vol.14 (15), p.9753</ispartof><rights>2022 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). 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><cites>FETCH-LOGICAL-c254t-7afba05abe17f048e0246306d254a41727b3a6de5aa6115348037fe3951edc9a3</cites><orcidid>0000-0001-5329-0775</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27901,27902</link.rule.ids></links><search><creatorcontrib>Zhou, Jun</creatorcontrib><creatorcontrib>Leng, Liang</creatorcontrib><creatorcontrib>Yuan, Quan</creatorcontrib><creatorcontrib>Shi, Xiaofa</creatorcontrib><title>Does Air Cargo Matter in Chinese Regional Economic Development? An Empirical Granger Causality Test</title><title>Sustainability</title><description>Using longitudinal data of 110 prefecture-level cities in China between 2006 and 2019, this paper conducts a Granger causality test between air cargo and regional economies through a multivariate VAR model, and attempts to explain the causal relationship in accordance with the endogenous and exogenous growth theory. Our results show that while the impacts of regional socioeconomic factors, including GDP and employment, on air cargo are larger in terms of magnitude than those of air cargo on the regional economy, the former effects are less robust when subsamples are included in the models. The benefits of air cargo growth for local economic growth are less dependent on the sizes, locations, and characteristics of cities. In accordance with the endogenous and exogenous growth theory, air cargo development policies need to be more favorable to regions with faster growth in secondary industry employment, as well as regions that are in urgent need of developing import and export trade.</description><subject>Air transportation industry</subject><subject>Alliances</subject><subject>Causality</subject><subject>Development policy</subject><subject>Economic conditions</subject><subject>Economic development</subject><subject>Economic growth</subject><subject>Employment</subject><subject>Productivity</subject><subject>Regional development</subject><subject>Social factors</subject><subject>Socioeconomic factors</subject><subject>Socioeconomics</subject><subject>Trade</subject><issn>2071-1050</issn><issn>2071-1050</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>BENPR</sourceid><recordid>eNpNkE9Lw0AQxRdRsNRe_AQL3oTobDabbU5S0j8KFUHqOUy3k7olycbdROi3N6WCzmUG5sd7j8fYrYAHKTN4DL1IhMq0khdsFIMWkQAFl__uazYJ4QDDSCkykY6YmTsKfGY9z9HvHX_FriPPbcPzT9tQIP5Oe-sarPjCuMbV1vA5fVPl2pqa7onPGr6oW-utGZCVx2ZPJ60-YGW7I99Q6G7YVYlVoMnvHrOP5WKTP0frt9VLPltHJlZJF2kstwgKtyR0CcmUIE5SCelu-GIidKy3EtMdKcRUCCWTKUhdksyUoJ3JUI7Z3Vm39e6rH4yLg-v9ED0UsQbQGaQKBur-TBnvQvBUFq23NfpjIaA49Vj89Sh_AN1tY-c</recordid><startdate>20220801</startdate><enddate>20220801</enddate><creator>Zhou, Jun</creator><creator>Leng, Liang</creator><creator>Yuan, Quan</creator><creator>Shi, Xiaofa</creator><general>MDPI AG</general><scope>AAYXX</scope><scope>CITATION</scope><scope>4U-</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><orcidid>https://orcid.org/0000-0001-5329-0775</orcidid></search><sort><creationdate>20220801</creationdate><title>Does Air Cargo Matter in Chinese Regional Economic Development? An Empirical Granger Causality Test</title><author>Zhou, Jun ; Leng, Liang ; Yuan, Quan ; Shi, Xiaofa</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c254t-7afba05abe17f048e0246306d254a41727b3a6de5aa6115348037fe3951edc9a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Air transportation industry</topic><topic>Alliances</topic><topic>Causality</topic><topic>Development policy</topic><topic>Economic conditions</topic><topic>Economic development</topic><topic>Economic growth</topic><topic>Employment</topic><topic>Productivity</topic><topic>Regional development</topic><topic>Social factors</topic><topic>Socioeconomic factors</topic><topic>Socioeconomics</topic><topic>Trade</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Zhou, Jun</creatorcontrib><creatorcontrib>Leng, Liang</creatorcontrib><creatorcontrib>Yuan, Quan</creatorcontrib><creatorcontrib>Shi, Xiaofa</creatorcontrib><collection>CrossRef</collection><collection>University Readers</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</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><jtitle>Sustainability</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Zhou, Jun</au><au>Leng, Liang</au><au>Yuan, Quan</au><au>Shi, Xiaofa</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Does Air Cargo Matter in Chinese Regional Economic Development? An Empirical Granger Causality Test</atitle><jtitle>Sustainability</jtitle><date>2022-08-01</date><risdate>2022</risdate><volume>14</volume><issue>15</issue><spage>9753</spage><pages>9753-</pages><issn>2071-1050</issn><eissn>2071-1050</eissn><abstract>Using longitudinal data of 110 prefecture-level cities in China between 2006 and 2019, this paper conducts a Granger causality test between air cargo and regional economies through a multivariate VAR model, and attempts to explain the causal relationship in accordance with the endogenous and exogenous growth theory. Our results show that while the impacts of regional socioeconomic factors, including GDP and employment, on air cargo are larger in terms of magnitude than those of air cargo on the regional economy, the former effects are less robust when subsamples are included in the models. The benefits of air cargo growth for local economic growth are less dependent on the sizes, locations, and characteristics of cities. In accordance with the endogenous and exogenous growth theory, air cargo development policies need to be more favorable to regions with faster growth in secondary industry employment, as well as regions that are in urgent need of developing import and export trade.</abstract><cop>Basel</cop><pub>MDPI AG</pub><doi>10.3390/su14159753</doi><orcidid>https://orcid.org/0000-0001-5329-0775</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 2071-1050 |
ispartof | Sustainability, 2022-08, Vol.14 (15), p.9753 |
issn | 2071-1050 2071-1050 |
language | eng |
recordid | cdi_proquest_journals_2700790650 |
source | MDPI - Multidisciplinary Digital Publishing Institute; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals |
subjects | Air transportation industry Alliances Causality Development policy Economic conditions Economic development Economic growth Employment Productivity Regional development Social factors Socioeconomic factors Socioeconomics Trade |
title | Does Air Cargo Matter in Chinese Regional Economic Development? An Empirical Granger Causality Test |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-14T10%3A36%3A38IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Does%20Air%20Cargo%20Matter%20in%20Chinese%20Regional%20Economic%20Development?%20An%20Empirical%20Granger%20Causality%20Test&rft.jtitle=Sustainability&rft.au=Zhou,%20Jun&rft.date=2022-08-01&rft.volume=14&rft.issue=15&rft.spage=9753&rft.pages=9753-&rft.issn=2071-1050&rft.eissn=2071-1050&rft_id=info:doi/10.3390/su14159753&rft_dat=%3Cproquest_cross%3E2700790650%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2700790650&rft_id=info:pmid/&rfr_iscdi=true |