Determinants of Rural-Urban Inequality in Vietnam: Detailed Decomposition Analyses Based on Unconditional Quantile Regressions
This study examines determinants of the rural-urban gap of household welfare in Vietnam during 2008-2012 using national household data. We have used unconditional quantile regressions (UQR) to carry out quantile decomposition analyses to identify underlying causes for the rural-urban disparity acros...
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Veröffentlicht in: | The Journal of development studies 2019-12, Vol.55 (12), p.2610-2625 |
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creator | Bui, Thanh P. Imai, Katsushi S. |
description | This study examines determinants of the rural-urban gap of household welfare in Vietnam during 2008-2012 using national household data. We have used unconditional quantile regressions (UQR) to carry out quantile decomposition analyses to identify underlying causes for the rural-urban disparity across the entire distribution. Our analyses have overcome the limitations of Oaxaca-Blinder decomposition, namely, (i) decomposition is made only at mean and (ii) a dependent variable has a linear and parametric relationship with covariates. For these purposes, we have carried out detailed decomposition analyses and the UQR decomposition (N) combined with the reweighting technique. Our results show that basic education is beneficial to the rural poor and ethnic minorities in improving their living standards. Remittances generally improve rural welfare, but do not reduce within or between-inequality. Public policy should ensure easier access to education for the rural poor and support the self-employed to raise and stabilise income. |
doi_str_mv | 10.1080/00220388.2018.1536265 |
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We have used unconditional quantile regressions (UQR) to carry out quantile decomposition analyses to identify underlying causes for the rural-urban disparity across the entire distribution. Our analyses have overcome the limitations of Oaxaca-Blinder decomposition, namely, (i) decomposition is made only at mean and (ii) a dependent variable has a linear and parametric relationship with covariates. For these purposes, we have carried out detailed decomposition analyses and the UQR decomposition (N) combined with the reweighting technique. Our results show that basic education is beneficial to the rural poor and ethnic minorities in improving their living standards. Remittances generally improve rural welfare, but do not reduce within or between-inequality. Public policy should ensure easier access to education for the rural poor and support the self-employed to raise and stabilise income.</description><identifier>ISSN: 0022-0388</identifier><identifier>EISSN: 1743-9140</identifier><identifier>DOI: 10.1080/00220388.2018.1536265</identifier><language>eng</language><publisher>Abingdon: Routledge</publisher><subject>2008-2012 ; Access to education ; Arbeitskräftemobilität ; Ausbildung/Berufliche Bildung ; Decomposition ; Economic models ; Einkommen der privaten Haushalte ; Ethnic groups ; Ethnicity ; Inequality ; Low income groups ; Ländliche Entwicklung ; Migranten ; Minderheitenpolitik ; Minority groups ; Payments ; Privater Konsum ; Public policy ; Regression analysis ; Regressionsanalyse ; Remittances ; Rural communities ; Rural poverty ; Rural schools ; Räumliche Verteilung ; Schulerziehung/Schulbildung ; Self employment ; Soziale Ungleichheit ; Stadt-Land-Beziehungen ; Standard of living ; Transnationalism ; Ungleichgewicht ; Vietnam ; Welfare</subject><ispartof>The Journal of development studies, 2019-12, Vol.55 (12), p.2610-2625</ispartof><rights>2018 Informa UK Limited, trading as Taylor & Francis Group 2018</rights><rights>2018 Informa UK Limited, trading as Taylor & Francis Group</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c442t-d98a5c7899095ef1a083fc37ea80a1eb25c056d22f07887cebb6434d6a0ce1853</citedby><cites>FETCH-LOGICAL-c442t-d98a5c7899095ef1a083fc37ea80a1eb25c056d22f07887cebb6434d6a0ce1853</cites><orcidid>0000-0001-7989-8914</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27901,27902,33751</link.rule.ids></links><search><creatorcontrib>Bui, Thanh P.</creatorcontrib><creatorcontrib>Imai, Katsushi S.</creatorcontrib><title>Determinants of Rural-Urban Inequality in Vietnam: Detailed Decomposition Analyses Based on Unconditional Quantile Regressions</title><title>The Journal of development studies</title><description>This study examines determinants of the rural-urban gap of household welfare in Vietnam during 2008-2012 using national household data. We have used unconditional quantile regressions (UQR) to carry out quantile decomposition analyses to identify underlying causes for the rural-urban disparity across the entire distribution. Our analyses have overcome the limitations of Oaxaca-Blinder decomposition, namely, (i) decomposition is made only at mean and (ii) a dependent variable has a linear and parametric relationship with covariates. For these purposes, we have carried out detailed decomposition analyses and the UQR decomposition (N) combined with the reweighting technique. Our results show that basic education is beneficial to the rural poor and ethnic minorities in improving their living standards. Remittances generally improve rural welfare, but do not reduce within or between-inequality. Public policy should ensure easier access to education for the rural poor and support the self-employed to raise and stabilise income.</description><subject>2008-2012</subject><subject>Access to education</subject><subject>Arbeitskräftemobilität</subject><subject>Ausbildung/Berufliche Bildung</subject><subject>Decomposition</subject><subject>Economic models</subject><subject>Einkommen der privaten Haushalte</subject><subject>Ethnic groups</subject><subject>Ethnicity</subject><subject>Inequality</subject><subject>Low income groups</subject><subject>Ländliche Entwicklung</subject><subject>Migranten</subject><subject>Minderheitenpolitik</subject><subject>Minority groups</subject><subject>Payments</subject><subject>Privater Konsum</subject><subject>Public policy</subject><subject>Regression analysis</subject><subject>Regressionsanalyse</subject><subject>Remittances</subject><subject>Rural communities</subject><subject>Rural poverty</subject><subject>Rural schools</subject><subject>Räumliche Verteilung</subject><subject>Schulerziehung/Schulbildung</subject><subject>Self employment</subject><subject>Soziale Ungleichheit</subject><subject>Stadt-Land-Beziehungen</subject><subject>Standard of living</subject><subject>Transnationalism</subject><subject>Ungleichgewicht</subject><subject>Vietnam</subject><subject>Welfare</subject><issn>0022-0388</issn><issn>1743-9140</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>BHHNA</sourceid><recordid>eNp9kMFO3DAQhq2qSN1CH6GSpZ6zjJ04sXsqpQVWQkIgtldr1nEqrxJ7sROhvfDsOCyIG6exZr5vxvoJ-c5gyUDCKQDnUEq55MDkkomy5rX4RBasqcpCsQo-k8XMFDP0hXxNaQsAlVDNgjz9saONg_Pox0RDR--miH2xjhv0dOXtw4S9G_fUefrP2dHj8JNmBV1v2_wwYdiF5EYXPD3z2O-TTfQ3pjzMnbU3wbcvU-zp7ZRvZI_e2f_RppS76YQcddgn--21HpP1xd_786vi-uZydX52XZiq4mPRKonCNFIpUMJ2DEGWnSkbixKQ2Q0XBkTdct5BI2Vj7GZTV2XV1gjGMinKY_LjsHcXw8Nk06i3YYr5V0lzLpVUIBXLlDhQJoaUou30LroB414z0HPU-i1qPUetX6POHj14OQ_v0rtVq0o0kjcz8uuAON-FOOBjiH2rR9z3IXYRvcla-fGVZ1ilkXw</recordid><startdate>20191202</startdate><enddate>20191202</enddate><creator>Bui, Thanh P.</creator><creator>Imai, Katsushi S.</creator><general>Routledge</general><general>Taylor & Francis Ltd</general><scope>OQ6</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7U4</scope><scope>8BJ</scope><scope>BHHNA</scope><scope>DWI</scope><scope>FQK</scope><scope>JBE</scope><scope>WZK</scope><orcidid>https://orcid.org/0000-0001-7989-8914</orcidid></search><sort><creationdate>20191202</creationdate><title>Determinants of Rural-Urban Inequality in Vietnam: Detailed Decomposition Analyses Based on Unconditional Quantile Regressions</title><author>Bui, Thanh P. ; Imai, Katsushi S.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c442t-d98a5c7899095ef1a083fc37ea80a1eb25c056d22f07887cebb6434d6a0ce1853</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>2008-2012</topic><topic>Access to education</topic><topic>Arbeitskräftemobilität</topic><topic>Ausbildung/Berufliche Bildung</topic><topic>Decomposition</topic><topic>Economic models</topic><topic>Einkommen der privaten Haushalte</topic><topic>Ethnic groups</topic><topic>Ethnicity</topic><topic>Inequality</topic><topic>Low income groups</topic><topic>Ländliche Entwicklung</topic><topic>Migranten</topic><topic>Minderheitenpolitik</topic><topic>Minority groups</topic><topic>Payments</topic><topic>Privater Konsum</topic><topic>Public policy</topic><topic>Regression analysis</topic><topic>Regressionsanalyse</topic><topic>Remittances</topic><topic>Rural communities</topic><topic>Rural poverty</topic><topic>Rural schools</topic><topic>Räumliche Verteilung</topic><topic>Schulerziehung/Schulbildung</topic><topic>Self employment</topic><topic>Soziale Ungleichheit</topic><topic>Stadt-Land-Beziehungen</topic><topic>Standard of living</topic><topic>Transnationalism</topic><topic>Ungleichgewicht</topic><topic>Vietnam</topic><topic>Welfare</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Bui, Thanh P.</creatorcontrib><creatorcontrib>Imai, Katsushi S.</creatorcontrib><collection>ECONIS</collection><collection>CrossRef</collection><collection>Sociological Abstracts (pre-2017)</collection><collection>International Bibliography of the Social Sciences (IBSS)</collection><collection>Sociological Abstracts</collection><collection>Sociological Abstracts</collection><collection>International Bibliography of the Social Sciences</collection><collection>International Bibliography of the Social Sciences</collection><collection>Sociological Abstracts (Ovid)</collection><jtitle>The Journal of development studies</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Bui, Thanh P.</au><au>Imai, Katsushi S.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Determinants of Rural-Urban Inequality in Vietnam: Detailed Decomposition Analyses Based on Unconditional Quantile Regressions</atitle><jtitle>The Journal of development studies</jtitle><date>2019-12-02</date><risdate>2019</risdate><volume>55</volume><issue>12</issue><spage>2610</spage><epage>2625</epage><pages>2610-2625</pages><issn>0022-0388</issn><eissn>1743-9140</eissn><abstract>This study examines determinants of the rural-urban gap of household welfare in Vietnam during 2008-2012 using national household data. We have used unconditional quantile regressions (UQR) to carry out quantile decomposition analyses to identify underlying causes for the rural-urban disparity across the entire distribution. Our analyses have overcome the limitations of Oaxaca-Blinder decomposition, namely, (i) decomposition is made only at mean and (ii) a dependent variable has a linear and parametric relationship with covariates. For these purposes, we have carried out detailed decomposition analyses and the UQR decomposition (N) combined with the reweighting technique. Our results show that basic education is beneficial to the rural poor and ethnic minorities in improving their living standards. Remittances generally improve rural welfare, but do not reduce within or between-inequality. Public policy should ensure easier access to education for the rural poor and support the self-employed to raise and stabilise income.</abstract><cop>Abingdon</cop><pub>Routledge</pub><doi>10.1080/00220388.2018.1536265</doi><tpages>16</tpages><orcidid>https://orcid.org/0000-0001-7989-8914</orcidid><oa>free_for_read</oa></addata></record> |
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source | Business Source Complete; Sociological Abstracts |
subjects | 2008-2012 Access to education Arbeitskräftemobilität Ausbildung/Berufliche Bildung Decomposition Economic models Einkommen der privaten Haushalte Ethnic groups Ethnicity Inequality Low income groups Ländliche Entwicklung Migranten Minderheitenpolitik Minority groups Payments Privater Konsum Public policy Regression analysis Regressionsanalyse Remittances Rural communities Rural poverty Rural schools Räumliche Verteilung Schulerziehung/Schulbildung Self employment Soziale Ungleichheit Stadt-Land-Beziehungen Standard of living Transnationalism Ungleichgewicht Vietnam Welfare |
title | Determinants of Rural-Urban Inequality in Vietnam: Detailed Decomposition Analyses Based on Unconditional Quantile Regressions |
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