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Human Development Report 2019List of surveys and other data sources used for estimation of the 2018 Inequality-adjusted HDICountrySurvey and yearIncome (y), consumption (c), assets based income (y*)EducationIncome or consumption NoteAfghanistanDHS 2015dAlbaniaDHS 2017/2018dy*AlgeriaMICS 2013ey*AngolaDHS 2015/2016dy*AndorraUIS table 2015gArgentinaEncuesta Permanente de Hogares Continua (EPHC) 2015hyArmeniaDHS 2016dy*AustraliaUIS table 2016Survey of Income and Housing (SIH) 2014g, byAustriaEU SILC 2017cyAzerbaijanUIS table 2016Household survey on monitoring social assistance (HSMTSA)2011g, ayBahamasUIS table 2010-gBahrain UIS table 2016-gBangladeshUIS table 2017DHS 2014g, dy*BarbadosMICS 2012WIID 2010e, fcBelarusMICS 2012WIID 2014e, fyBelgiumEU SILC 2017cyBelizeMICS 2011ey*BeninDHS 2017/18dy*BhutanUIS table 2012WIID 2017g, fcBoliviaEncuesta de Hogares 2015hyBosnia and HerzegovinaUIS table 2016MICS 2012g, ecBrazilPesquisa Nacional per Amostra de Domicilios (PNAD) 2015hyBulgariaEU SILC 2017cyBurkina FasoUIS table 2014WIID 2014g, fy*BurundiDHS 2017dy*Cabo VerdeUIS table 2015-gCambodiaDHS 2014dy*CameroonMICS 2014ey*CanadaCanadian Income Survey (CIS)? 2013byCentral African RepublicMICS 2010ey*ChadDHS 2015dy*ChileUIS Table 2017Encuesta de Caracterización Socio-económica Nacional (CASEN) 2015g, byChinaChinese Household Income Survey (CHIP), 2013byColombiaUIS table 2016GEIH-National 2015g, byComorosDHS 2012dy*CongoMICS 2014/15ey*Congo (Democratic Republic of the)UIS table 2016DHS 2013/2014g, dy*Costa RicaUIS table2016WIID 2017g,fyC?te d'IvoireUIS table 2014 DHS 2011/2012g,dy*CroatiaEU SILC 2017cyCubaMICS 2014-eCyprusEU SILC 2017cyCzech RepublicEU SILC 2017cyDenmarkEU SILC 2017cyDjiboutiWIID 2013e, fyDominican RepublicEncuesta Nacional de Fuerza de Trabajo 2015hyEcuadorUIS table 2016Encuesta Nacional de Empleo, Desempleo y Subempleo (ENEMDU) 2015g, hyEgyptUIS table 2012Egypt Labor Market Panel Survey (ELMPS) 2012g, byEl SalvadorUIS table 2017Encuesta de Hogares de Propósitos Múltiples (EHPM) 2015g, hyEstoniaEU SILC 2017cyEswatini (Kingdom of)MICS 2014ey*EthiopiaDHS 2016dy*FinlandEU SILC 2017cyFranceEU SILC 2017cyGabonDHS 2012WIID 2017d, fyGambiaDHS 2013dy*GeorgiaIntegrated household survey (HIS) 2016byGermanyEU SILC 2017cyGhanaDHS 2014dy*GreeceEU SILC 2017cyGuatemalaNational Survey of Living Conditions (ENCOVI), 2014byGuineaDHS 2012dy*Guinea-BissauMICS 2014ey*GuyanaMICS 2014ey*HaitiDHS 2016/17dy*HondurasUIS table 2016Encuesta Permanente de Hogares de Propósitos Múltiples 2015g, hyHong Kong, China (SAR)UIS table 2017WIID 2011g, fcHungaryEU SILC 2017cyIcelandEU SILC 2017cyIndiaDHS 2016dy*IndonesiaDHS 2017dy*IranUIS table 2016 WIID 2013g, fcIraqMICS 2018ey*IrelandEU SILC 2017cyIsraelUIS table 2015Household Expenditure Survey (HES) 2016g, byItalyEU SILC 2017cyJamaicaMICS 2011ey*JapanUIS table 2010 WIID 2013g, fyJordanDHS 2017/18dy*KazakhstanMICS 2015ey*KenyaDHS 2014dy*Kiribati-aKorea (Republic of)Household income and expenditure survey (HIES) and Farm household income and expenditure survey (FHES) 2012byKuwaitUIS table 2018-gKyrgyzstanMICS 2014ey*Lao People's Democratic RepublicMICS 2017ey*LatviaEU SILC 2017cyLebanonNational household survey 2011-acLesothoDHS 2014dy*LiberiaDHS 2013dy*LithuaniaEU SILC 2017cyLuxembourgEU SILC 2017cyMadagascarMICS 2012DHS 2013e, dy*MalawiDHS 2016dy*MalaysiaUIS table 2016-gMaldivesDHS2016/17dy*MaliUIS table 2016MICS 2015g, ey*MaltaEU SILC 2017cyMauritaniaMICS 2011ey*MauritiusContinuos multi purpose household survey 2012 (I2D2)WIID 2012a, fyMexicoUIS table 2016MICS 2015g, hyMicronesia (federated States of)WIID 2013fyMoldova (Republic of)MICS 2012ey*MongoliaMICS 2014ey*MontenegroMICS 2013WIID 2014e, fyMozambiqueDHS 2011dy*MyanmarMICS 2016WIID 2010e,fyNamibiaDHS 2013dy*NepalDHS 2016dy*NetherlandsEU SILC 2017cyNew ZealandUIS table 2015WIID 2014g, fcNicaraguaEncuesta Nacional de Hogares sobre Medición de Niveles de Vida (EMNV) 2014hcNigerDHS 2012WIID 2014d, fyNigeriaMICS 2017ey*North MacedoniaMICS 2011WIID 2014e, fyNorwayEU SILC 2017cyOmanUIS table 2015WIID 2015g, fPakistanDHS 2017/18dy*PalauUIS table 2013-gPalestine (State of)UIS table 2016WIID 2017g, fyPanamaEncuesta de Hogares (EH) 2015hcPapua New GuineaHousehold and Income Expenditure Survey 2010-aParaguayUIS table 2016Encuesta Permanente de Hogares (EPH) 2016g, byPeruENAHO 2015byPhilippinesDHS 2017dy*PolandEU SILC 2017cyPortugalEU SILC 2017cyQatarUIS table 2016-gRomaniaEU SILC 2017cyRussian FederationRussian longitudinal monitoring survey 2016bcRwandaDHS 2014/2015dy*Saint LuciaUIS table 2013MICS 2012g, ey*SamoaUIS table 2011-gSao Tome and PrincipeMICS 2014ey*Saudi ArabiaUIS table 2013-gSenegalDHS 2017dy*SerbiaEU SILC 2017eySeychellesWIID 2013fySierra LeoneMICS 2017ey*SlovakiaEU SILC 2017cySloveniaEU SILC 2017cySouth AfricaDHS 2016dy*South SudanMICS 2010ey*SpainEU SILC 2017cySri LankaUIS table 2016WIID 2012g, fcSudanMICS 2014ey*SurinameUIS table 2012MICS 2010g, ey*Eswatini (Kingdom of)MICS 2014ey*SwedenEU SILC 2017cySwitzerlandEU SILC 2016cyTajikistanDHS 2017dy*Tanzania (United Republic of)DHS 2016dy*ThailandUIS table 2016MICS 2013g, ecTimor-LesteDHS 2016dy*TogoDHS 2013/2014dy*TongaUIS table 2011-gTunisiaUIS table 2016MICS 2011/2012g, ey*TurkeyUIS table 2015WIID 2013 g, fyTurkmenistanMICS 2016ey*UgandaDHS 2016WIID 2017d, fyUkraineMICS 2012WIID 2014e, fyUnited Arab EmiratesUIS table 2016gUnited KingdomEU SILC 2017cyUnited StatesCurrent Population Survey 2016byUruguayEncuesta Continua de Hogares 2016hyUzbekistanUIS table 2016-gVanuatuWIID2010fcVenezuela (Bolivarian Republic of)UIS table 2016WIID 2013g,fyViet NamMICS 2013/2014LIS 2014eyYemenDHS 2013dy*ZambiaDHS 2013/2014dy*ZimbabweDHS 2015dy*Note:a Survey is a part of the World Bank’s International Income Distribution Database. Information available at . Data are not publicly available b Survey is part of the Luxembourg Income Study (LIS) Database. c Survey is a part of the EU Survey of Income and Living Conditions d Demographic and Health Survey. . Income is imputed using the assets index distribution and the method for simulation of income distribution by Harttgen and Vollmer, 2013.”Using an Asset Index to Simulate Household Income.” Economic Letters 121(2): 257-262. e UNICEF’s Multiple Indicators Cluster Survey. Income is imputed using the assets index distribution and the method for simulation of income distribution by Harttgen and Vollmer, 2013.”Using an Asset Index to Simulate Household Income.” Economic Letters 121(2): 257-262. f Income inequality is estimated from the distribution percentiles reported in the UN University WIDER World Income Inequality Database (WIID): g Inequality in education attainment obtained from the UNESCO Institute for Statistics’ education attainment table h Socio-economic database for Latin America and the Caribbean (SEDLAC) ................
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