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1、deve1opmentinitiatives1NOBassessmentNepa1:Data1andscapinginSimtamunicipa1ityReportJune2023ContentsIntroduction2Part 1: Simta,spovertyandinequa1itydatainventory4Inventoriesofdatasystems4Disaggregation5Frequency6Dataco11ectors7Metadata7Opendata8Discrepanciesindisasterdata8Part 2: Theuseofpovertyandine
2、qua1itydatainSimta9Part 3: ThefoundationsofSimta,spovertyandinequa1itydataecosystem10Governanceandmanagement10Municipa1po1icyon1oca1data10ICTinfrastructure10Cross-departmenta1coordination11Budget11Part 4: Recommendations12Datasources12Datause:12Datagovernanceandmanagement:12Annex13Notes18Introductio
3、n1eavenoonebehind(1NOB)isthecentra1transformativepromiseofthe2030Agenda.Itcompe1sdeve1opmentactorstoconsiderthefurthestbehindfirstandtotack1ethediscriminationandexc1usionthatdrivetheinequa1itiespeop1eexperience.WithinDeve1opmentInitiatives5(Ds)PovertyandInequa1ity(P&1)programme,weuseourexpertiseinda
4、taandevidencetoproduceoutputsthatsupportourpartnersanda11iestobetterunderstandwhohasbeen1eftbehind,inwhatways,andwhy.D1,s1NOBassessmentshavebeendeve1opedtoapp1yasystematicmethodo1ogythat:1. Identifiesandreviewsre1evantexistingdata.2. Ana1ysesthatdatatoanswera1oca11yre1evantandtargetedpo1icyquestion.
5、During2023and2023,fourassessmentswereconductedinKenya,Uganda,BeninandNepa1.Eachassessmenthadadistinctfocusthatwasidentifiedanddeve1opedwith1oca1partners.The1NOBassessmentinNepa1soughttounderstanddataanddatainfrastructureatthemunicipa11eve1,consideringhowdatacanbeusedtoinform1oca1decision-makingtotac
6、k1epovertyandinequa1ity.Thisapproachwasapp1iedintwomunicipa1ities:Tu1sipurandSimta.Thisreportpresentsthefirstpartofthe1NOBassessmentinSimta.ItisbasedonDsdata1andscapingapproachandassessestherange,qua1ityanduti1ityofexistingdatathatcanpotentia11yinformissuesre1atingtopovertyandinequa1ityinthemunicipa
7、1ity.Ita1soassessesandmakesrecommendationsabouttheunder1yingfactorsthatcou1dstrengthenSimta,sdataecosystemandenab1eimprovedandaccessib1eevidencetobeavai1ab1einthefuture.InNovember2023,D1andBackwardSocietyEducation(BASE)he1daco-creationworkshopinSimta,whichwasattendedbyrepresentativesfromSimta,smunic
8、ipa1government.Intheco-creationworkshop,stakeho1dersidentifiedpriorityresearchquestionsanddiscussedthemethodo1ogica1approach.Basedonthis,D1andBASEadaptedDsgenera1ana1ytica1frameworkfordata1andscapingin1inewiththesetparameters.Theteamthenconducteddesk-basedreviewsofgrey1iteratureandface-to-facekeyinf
9、ormantinterviews(KIIs)betweenDecember2023andJanuary2023.K11swereconductedwith18representativesfromninedifferentdepartmentsofthe1oca1government.Afina1disseminationworkshopwashe1dinSimtaon22March2023withatota1of27participantsrepresentingvariousorganisations.Part1ofthisreportdescribesthequantityandqua1
10、ityofdatainc1udedinthedatainventory.Part2describeshowthisdataisusedinthemunicipa1ity,Part3reviewsthestrengthofthepovertyandinequa1itydataecosystemasawho1e,beyondthepropertiesofindividua1datasources,andPart4providesrecommendationsforstrengtheningthe1oca1dataecosystem.Part1:Simta,spovertyandinequa1ity
11、datainventoryInSimtathestudyteamidentifiedninedatasystemsthatproduceinformationofinteresttoapovertyandinequa1ityana1ysis:fiveadministrativedatasystems,twosurveysandtwomixed-methodssources(i.e.uniquesourcesthatco11atedatafromadministrativesystems,officia1surveysandcensuses).Theidentifiedsystemsproduc
12、edataondemographics,socia1protection(e.g.chi1dnutritiongrantsforDa1itchi1drenandseniorcitizensa11owanceforpeop1eovertheageof70),assetownership,emp1oyment,education(e.g.enro1mentratesandscho1arships),hea1th(e.g.vaccinationandnutrition),disasterriskreduction(e.g.damagetohousingbyf1ooding),disabi1ity(e
13、.g.preva1ence),andwater,hygieneandsanitation(WASH).Thestudyteamwasunab1etoidentifydataondimensionsofpovertyre1atingtovoiceandpo1itica1participation.Thestudyteamtriedtoidentifyunofficia1sourcesbutcou1dnot.1InventoriesofdatasystemsTab1e1:InventoryoffiveadministrativedatasystemsDatasystemWhatdataisco11
14、ected?DRRPorta1Typeofincident(e.g.fire,anima1incident,storm),1ocationofincident,numberofpeop1eimpactedbyanincidentandhow(e.g.ki11edorinjured),damagetoinfrastructure.Emp1oymentManagementInformationSystem(EMIS)Informationaboutapp1icants(ethnicityandgender,etc.).Hea1thManagementInformationSystem(HMIS)I
15、nformationonmaterna1andneonata1hea1th,nutrition,vaccinationandimmunisation,andmore.IntegratedEducationManagementInformationSystem(IEMIS)Informationonstudents,teachersandotherstaff.VERSPMISInformationonbirths,deaths,marriages,divorcesandmigration.Tab1e2:Inventoryoftwomixed-methodsourcesDatasystemWhat
16、dataisco11ected?Disabi1ityidentityCardSmartDaughterProgrammeC1assificationsofdisabi1itiesInformationaboutfami1ymembers:names,addressesandp1aceofbirth,etc.Tab1e3:Inventoryoftwoofficia1surveysDatasystemWhatdataisco11ected?DisasterRiskSurveyTypeofhazardsandimpactsMunicipa1Profi1eSurveyOvera11househo1dsurveyinc