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A Control Function Approach to Estimating Dynamic Probit Models with Endogenous Regressors, with an Application to the Study of Poverty Persistence in China

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dc.contributor.authorGiles, John
dc.contributor.authorMurtazashvili, Irina
dc.date.accessioned2012-03-19T18:41:32Z
dc.date.available2012-03-19T18:41:32Z
dc.date.issued2010-08-01
dc.description.abstractThis paper proposes a parametric approach to estimating a dynamic binary response panel data model that allows for endogenous contemporaneous regressors. This approach is of particular value for settings in which one wants to estimate the effects of an endogenous treatment on a binary outcome. The model is next used to examine the impact of rural-urban migration on the likelihood that households in rural China fall below the poverty line. In this application, it is shown that migration is important for reducing the likelihood that poor households remain in poverty and that non-poor households fall into poverty. Furthermore, it is demonstrated that failure to control for unobserved heterogeneity would lead the researcher to underestimate the impact of migrant labor markets on reducing the probability of falling into poverty.en
dc.identifierhttp://www-wds.worldbank.org/external/default/main?menuPK=64187510&pagePK=64193027&piPK=64187937&theSitePK=523679&menuPK=64187510&searchMenuPK=64187283&siteName=WDS&entityID=000158349_20100813140147
dc.identifier.doi10.1596/1813-9450-5400
dc.identifier.urihttps://hdl.handle.net/10986/3884
dc.languageEnglish
dc.relation.ispartofseriesPolicy Research working paper ; no. WPS 5400
dc.rightsCC BY 3.0 IGO
dc.rights.holderWorld Bank
dc.rights.urihttp://creativecommons.org/licenses/by/3.0/igo/
dc.subjectABSOLUTE VALUE
dc.subjectAGRICULTURAL POLICY
dc.subjectASYMMETRIC INFORMATION
dc.subjectCONSUMER PRICE INDEX
dc.subjectCONSUMPTION GROWTH
dc.subjectCOVARIANCE MATRIX
dc.subjectCULTURAL CHANGE
dc.subjectCURRENT POVERTY
dc.subjectDEPENDENT VARIABLE
dc.subjectDERIVATIVES
dc.subjectDETERMINANTS OF POVERTY
dc.subjectDEVELOPED WORLD
dc.subjectDEVELOPING COUNTRIES
dc.subjectDEVELOPING WORLD
dc.subjectDEVELOPMENT ECONOMICS
dc.subjectDEVELOPMENT RESEARCH
dc.subjectDUMMY VARIABLE
dc.subjectDUMMY VARIABLES
dc.subjectDURABLE
dc.subjectDURABLE GOODS
dc.subjectDURABLES
dc.subjectDYNAMIC PANEL
dc.subjectECONOMIC ACTIVITY
dc.subjectECONOMIC DEVELOPMENT
dc.subjectECONOMIC POLICY
dc.subjectECONOMIC STUDIES
dc.subjectECONOMIC TRANSITION
dc.subjectECONOMICS
dc.subjectECONOMICS LETTERS
dc.subjectEDUCATIONAL ATTAINMENT
dc.subjectEMPIRICAL APPLICATION
dc.subjectEMPIRICAL EVIDENCE
dc.subjectEMPIRICAL STUDIES
dc.subjectEMPLOYMENT OPPORTUNITIES
dc.subjectERROR TERM
dc.subjectESTIMATES OF POVERTY
dc.subjectESTIMATION RESULTS
dc.subjectEXPENDITURE
dc.subjectEXPENDITURES
dc.subjectEXPLANATORY VARIABLES
dc.subjectFARM EMPLOYMENT
dc.subjectFARMERS
dc.subjectFINANCIAL SUPPORT
dc.subjectGEOGRAPHIC POVERTY TRAPS
dc.subjectGROWTH RATE
dc.subjectHOUSEHOLD COMPOSITION
dc.subjectHOUSEHOLD CONSUMPTION
dc.subjectHOUSEHOLD CONSUMPTION PER CAPITA
dc.subjectHOUSEHOLD INCOME
dc.subjectHOUSEHOLD POVERTY
dc.subjectHOUSEHOLD SIZE
dc.subjectHOUSEHOLD SURVEY
dc.subjectHOUSEHOLD SURVEYS
dc.subjectHOUSING
dc.subjectHUMAN CAPITAL
dc.subjectHUMAN DEVELOPMENT
dc.subjectHUMAN RESOURCES
dc.subjectIMPACT OF MIGRATION
dc.subjectIMPACT ON POVERTY
dc.subjectIMPACT ON POVERTY REDUCTION
dc.subjectINCOME
dc.subjectINCOME INEQUALITY
dc.subjectINDICATORS OF POVERTY
dc.subjectINEQUALITY
dc.subjectINSTRUMENT
dc.subjectINSURANCE
dc.subjectINSURANCE MARKETS
dc.subjectINTERNATIONAL BANK
dc.subjectINVESTMENT DECISIONS
dc.subjectLABOR FORCE
dc.subjectLABOR MARKET
dc.subjectLABOR MARKETS
dc.subjectLABOR SUPPLY
dc.subjectLAGGED DEPENDENT
dc.subjectLAND HOLDINGS
dc.subjectLOCAL ECONOMY
dc.subjectMACROECONOMIC SHOCKS
dc.subjectMARRIED WOMEN
dc.subjectMEAN VALUE
dc.subjectMICRO MODEL
dc.subjectMIGRANT
dc.subjectMIGRANT LABOR
dc.subjectNEGATIVE SHOCKS
dc.subjectNON-POOR HOUSEHOLDS
dc.subjectNORMAL DISTRIBUTION
dc.subject0 HYPOTHESIS
dc.subjectNUMBER OF HOUSEHOLDS
dc.subjectNUMBER OF MIGRANTS
dc.subjectNUTRITION
dc.subjectPERSISTENT POVERTY
dc.subjectPOLICY CHANGES
dc.subjectPOLICY DECISIONS
dc.subjectPOLICY RESEARCH
dc.subjectPOLICY RESEARCH WORKING PAPER
dc.subjectPOLITICAL ECONOMY
dc.subjectPOOR
dc.subjectPOOR HOUSEHOLDS
dc.subjectPOPULATION AND DEVELOPMENT
dc.subjectPOPULATION CENSUS
dc.subjectPOST-REFORM
dc.subjectPOVERTY ALLEVIATION
dc.subjectPOVERTY LINE
dc.subjectPOVERTY PERSISTENCE
dc.subjectPOVERTY REDUCTION
dc.subjectPOVERTY STATUS
dc.subjectPROGRESS
dc.subjectPROPERTY RIGHTS
dc.subjectPUBLIC SERVICES
dc.subjectQUALITATIVE DATA
dc.subjectRAPID GROWTH
dc.subjectREDUCED FORM EQUATION
dc.subjectREGISTRATION SYSTEM
dc.subjectREMITTANCES
dc.subjectREMOTE REGIONS
dc.subjectRESIDENCE STATUS
dc.subjectRESPECT
dc.subjectRETURN
dc.subjectRETURNS
dc.subjectRURAL
dc.subjectRURAL COMMUNITIES
dc.subjectRURAL CONSUMER
dc.subjectRURAL COUNTIES
dc.subjectRURAL ECONOMY
dc.subjectRURAL HOUSEHOLD
dc.subjectRURAL HOUSEHOLDS
dc.subjectRURAL LABOR
dc.subjectRURAL LIVING STANDARDS
dc.subjectRURAL MIGRANTS
dc.subjectRURAL MIGRATION
dc.subjectRURAL RESIDENTS
dc.subjectRURAL VILLAGES
dc.subjectSAVINGS
dc.subjectSERIAL CORRELATION
dc.subjectSOCIAL NETWORKS
dc.subjectSTATE UNIVERSITY
dc.subjectUNEMPLOYMENT
dc.subjectURBAN AREAS
dc.subjectURBAN MIGRATION
dc.subjectVALUATION
dc.subjectVILLAGE LEADERS
dc.subjectVILLAGE LEVEL
dc.subjectWORKFORCE
dc.titleA Control Function Approach to Estimating Dynamic Probit Models with Endogenous Regressors, with an Application to the Study of Poverty Persistence in Chinaen
dspace.entity.typePublication
okr.crossref.titleA Control Function Approach To Estimating Dynamic Probit Models With Endogenous Regressors, With An Application To The Study Of Poverty Persistence In China
okr.date.disclosure2010-08-13
okr.date.doiregistration2025-04-10T11:43:02.186790Z
okr.doctypePublications & Research::Policy Research Working Paper
okr.docurlhttp://www-wds.worldbank.org/external/default/main?menuPK=64187510&pagePK=64193027&piPK=64187937&theSitePK=523679&menuPK=64187510&searchMenuPK=64187283&siteName=WDS&entityID=000158349_20100813140147
okr.globalpracticePoverty
okr.globalpracticeHealth, Nutrition, and Population
okr.guid213661468214813670
okr.identifier.doi10.1596/1813-9450-5400
okr.identifier.externaldocumentum000158349_20100813140147
okr.identifier.internaldocumentum12650078
okr.identifier.reportWPS5400
okr.language.supporteden
okr.pdfurlhttp://www-wds.worldbank.org/external/default/WDSContentServer/WDSP/IB/2010/08/13/000158349_20100813140147/Rendered/PDF/WPS5400.pdfen
okr.region.administrativeEast Asia and Pacific
okr.region.administrativeEast Asia and Pacific
okr.region.countryChina
okr.region.geographicalEast Asia
okr.region.geographicalAsia
okr.sectorHealth and other social services :: Other social services
okr.topicHealth, Nutrition and Population::Population Policies
okr.topicPoverty Reduction::Rural Poverty Reduction
okr.topicPoverty Reduction::Achieving Shared Growth
okr.topicHealth, Nutrition and Population
okr.unitDevelopment Research Group (DECRG)
okr.unitDECRG: Human Development (DECHD)
okr.volume1 of 1
relation.isSeriesOfPublication26e071dc-b0bf-409c-b982-df2970295c87
relation.isSeriesOfPublication.latestForDiscovery26e071dc-b0bf-409c-b982-df2970295c87
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