35220113Vol.35No.2March201173PopulationResearch*【】LogitMNL2009。103.67%、。、、、。【】Logit【】。610074FactorsAffectingDecisiononEmploymentDestinationforRuralMigrantWorkersLiuJiaqiangWangChunruiLiuJiahanAbstractUsingdatafromasurveyconductedin2009coveringfourselectedareasinChinathispaperexaminespatternsandinfluencingfactorsforruralmigrantworkers'choiceinemploymentdes-tinations.Thereareindividualfamilyandcommunitycharacteristicsthataresignificantlyassociatedwithemploymentdestinationsageskillsmechanizationoffamilyagriculturalproductionandnon-agriculturalincomeratioofthemigrantsanddevelopmentleveloftheirplaceoforiginhavesignificantnegativeimpactonselectingoutsideprovinceemployment.Economicfactorshaveadominantroleinselectingemploymentdestinations.Migrationnetworktransportationfacilitationandthehouseholdregistrationsystemarealsoamongtheimportantfactorsaffectingemploymentdestinations.Policyimplicationsarealsodiscussedinthepaper.KeywordsRuralMigrantWorkersEmploymentDestinationMultinationalLogitModelAuthorsLiuJiaqiangisProfessorCenterforWesternChinaEconomicResearchSouthwesternUniversityofFinanceandEconomicsWangChunruiisAssistantResearcherInstituteofRuralEco-nomicResearchHebeiAcademyofSocialScienceLiuJiahanisPhDCandidateCenterforWesternChinaEconomicResearchSouthwesternUniversityofFinanceandEconomics.Emailliujq62@ya-hoo.com.cn*“211”211D3Y03。74351“”。①。90“”、“”2008“”、。“”“”、、。20092297820081.9%。1453320083.5%2010。。、、。。。、。、“”。22.1。。、、“”SimonH.1955。20042007。。。Todaro1969。———①2009200838.94%199018.71%。275、、、Schultz1961。。、、。StarkO.&Tay-lorJ.E.19912002。、2009、200120062007。、2007、、3。、、2009。。2006Logit2007Logit。2.220099~12“”。60051380.31%412。、、。1128145、51、35131。。44。。4、、①40.29%、16.50%、26.46%、16.75%。63.83%36.17%19~3157.77%。①、。4。763548.06%9.76。①3~6141“”56.06%“”“、”11.17%32.77%。、、、60.44%、30.58%、7.03%1.94%30.10%57.28%12.62%、“”。。1Table1DescriptiveStatisticsofVariables=1=2=3=44122.1971.141=14120.6380.48141231.74010.9834129.7572.671=14120.6040.490412660.218476.203%4120.2590.211%4120.7050.227、4121.7890.6374125.0874.2714121.9000.7844121.5050.7134121.8250.6314124.3966.955=14050.3800.486=3。。、、、。。、、、、、、、、、、、1。①3691215。277。2.3“”、“”、“”“”。。。、1、2、3。。。4。Mc-Fadden1973。JijUij=zijβ+εij1i=12…nj=1234Uijijzijij、、εij。JijJjUij。jProbUij>Uikk≠jk=12…J2Uij。εijj=1234。Yi=jijProbYi=j=ProbUij>Uikk≠jk=1234=ezijβ∑Jj=1ezijβ3Logit。3β。HausmanandMcFadden1984MNLLogitindependenceofirrelevantalternativesIIA。IIAMNLLogitIIA。Hausman-HausmanHausmanχ238=35.232p0.5981IIAMNL。34=1、、2。78352LogitTable2MultinationalLogitProbabilityModelEstimationResultsofEmploymentDestinationforRuralWorkers=2mfx=3mfx=4mfx=1=1LnIinc.=1-0.000322-0.05060.02120.03790.05180.0371-0.0007470.00208-0.00367**0.001640.002130.001760.004370.0141-0.009080.006830.009260.006800.005290.0354-0.0636*0.03690.04820.03850.01310.0544-0.0798***0.02620.03340.02500.03980.04320.03630.08540.1120.0829-0.09960.277**-0.201***0.08260.1130.07610.0993**-0.00168-0.183***0.04040.05300.04380.1350.0128-0.0707*0.09810.08840.03890.0157***-0.0225***0.002660.003990.006590.00435-0.0837**0.1030.02260.03850.06630.0491-0.101***0.06930.08160.03810.06510.05060.00434-0.0160-0.0757*0.04330.06200.03950.02950.0249-0.103**0.09920.09500.04010.0966**-0.0990*0.02260.04390.05680.04000.158-0.003670.03290.1090.09020.0841-0.0104**-0.00318-0.0003340.004270.004290.00287-0.102***0.05810.103**0.03410.04930.0407Observations405PseudoR20.1197IIAχ238=35.232p=0.5981***、**、*1%、5%、10%STATA10.0。mfx=dy/dxmfxy=Pr=1、y=Pr=1y=Pr=1x0、1mfx=Pr=1x=1-Pr=1x=0。279、。1、、、。103.67%。7.98%。-6.36%。。2。。2.77%-2.01%。。“、”7.07%~18.30%9.93%。1.57%2.25%。。①“”、“”8.37%9.10%。3。7.57%。、9.66%15.80%。1、1.04%0.32%。。-10.20%10.30%。。42009Logit1。。2①、、、。8035。、、。3。4。5。。、、、。。。20101“”、。“”“”。。、、、。、。。。。、、、、。“4050”、“”“”。。、。、、、、。。281、“”“”。。、、“、”。、、、。“”“”。/References1SimonH.1955.ABehavioralModelofRationalChoice.QuarterlyJournalofEconomics199~118.2..2004491~101HeDaan.2004.BehaviouralEconomicManDegreesofRealizationofLimitedRationality.SocialSciencesinChina491~101.3..2007629~32LiGuanghaiandChenTong.2007.StudyonFuzzyComprehensiveEvaluationofBehaviorDecisionMakingBasedonBoundedRationality.JournalofChinaUniversityofGeosciencesSocialSciencesEdition629~32.4Todaro.M.P.1969.AModelofMigrationandUrbanUnemploymentinLessDevelopedCountries.AmericanEconomicReview1105~133.5TheodoreW.Schultz.1961.InvestmentinHumanCapitalTheAmericanEconomicReview11~17.6.———.2009656~64BaiJiyang.2009.AnalysisoftheSpatialSelectionMechanismofMigrantsFromthePerspectiveofHumanCapitalandSocialCapital.JournalofSouthwestUniversityofScienceandTechnology656~64.7Stark0.andTaylorJ.E.1991.MigrationIncentivesMigrationTypesTheRoleofRelativePrivation.TheEconomicJournal4081163~1178.8.———.200241~7CaiFangandDuYang.2002.Dual-CauseMigrationandItsPolicyImplicationsTestingARelativePovertyHypothe-sis.ChineseJournalofPopulationScience41~7.9..2001156~61DuanChengrong.2001.DeterminantsofMigrationDestinationofInter-ProvincialMigrants.PopulationResearch156-61.10.、.2006142~52ZhouHao.2006.CapitalFormsGovernmentalPoliciesandInter-ProvincialMigration.ChineseJournalofPopulationScience142-52.11..2007542~51T