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OECDRegionalDevelopmentStudies
SubnationalPublicEmploymentinOECDandEUCountries
TakeawaysfromtheSUBEMPPilotDatabase
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SubnationalPublicEmploymentinOECDandEUCountries
TakeawaysfromtheSUBEMPPilotDatabase
Thisreportpresentsmethodologicalconsiderationsandmainfindingsfromthedevelopmentofapilotdatabaseonsubnationalpublic
employment(SUBEMP)forOECDandEUcountries.TheresultofajointOECD-ECproject,itaimstoprovidegranularinformationonthe
characteristics(gender,age,education,employmentconditions,
occupationandpolicyareas)ofsubnationalpublicsectoremployees,inordertoassesstheircapacityandpotentialtodeliverpublicservicesand
infrastructure.Thereportalsofeaturesguidelinestoassistthe
developmentofhigh-qualitycomparablesubnationalpublicemployment
data,outliningthemethodologicalchallengesandsuccessfactors,such
asstakeholderengagementanddatadisseminationstrategies.Itcloses
withasectiononavenuesforfurtherresearchandpotentialforexpandingthedatabaseinthefuture.
JELcodes:H7;C8;H83;R5;J45
Keywords:Stateandlocalgovernment,publicemployment,regionalgovernmentanalysis
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SUBNATIONALPUBLICEMPLOYMENTINOECDANDEUCOUNTRIES©OECD2024
ABOUTTHEOECD
TheOECDisamulti-disciplinaryinter-governmentalorganisationwithmembercountrieswhichengagesinitsworkanincreasingnumberofnon-membersfromallregionsoftheworld.TheOrganisation’scoremissiontodayistohelpgovernmentsworktogethertowardsastronger,cleaner,fairerglobaleconomy.Throughitsnetworkofspecialisedcommitteesandworkinggroups,theOECDprovidesasettingwheregovernmentscomparepolicyexperiences,seekanswerstocommonproblems,identifygoodpractice,andco-ordinatedomesticandinternationalpolicies.Moreinformationavailable:.
ThisdocumentwasapprovedbytheRegionalDevelopmentPolicyCommitteebywrittenprocedureundercote[CFE/RDPC/(2024)20]on24October2024andpreparedforpublicationbytheOECDSecretariat.
ThispaperwasauthorisedforpublicationbyLamiaKamal-Chaoui,Director,CentreforEntrepreneurship,SMEs,RegionsandCities,OECD.
ThestatisticaldataforIsraelaresuppliedbyandundertheresponsibilityoftherelevantIsraeliauthorities.TheuseofsuchdatabytheOECDiswithoutprejudicetothestatusoftheGolanHeights,EastJerusalemandIsraelisettlementsintheWestBankunderthetermsofinternationallaw.
NotebytheRepublicofTürkiye:Theinformationinthisdocumentwithreferenceto“Cyprus”relatestothesouthernpartoftheIsland.ThereisnosingleauthorityrepresentingbothTurkishandGreekCypriotpeopleontheIsland.TürkiyerecognisestheTurkishRepublicofNorthernCyprus(TRNC).UntilalastingandequitablesolutionisfoundwithinthecontextoftheUnitedNations,Türkiyeshallpreserveitspositionconcerningthe“Cyprusissue”.
NotebyalltheEuropeanUnionMemberStatesoftheOECDandtheEuropeanUnion:TheRepublicofCyprusisrecognisedbyallmembersoftheUnitedNationswiththeexceptionofTürkiye.TheinformationinthisdocumentrelatestotheareaundertheeffectivecontroloftheGovernmentoftheRepublicofCyprus.
Thisdocument,aswellasanystatisticaldataandmapincludedherein,arewithoutprejudicetothestatusoforsovereigntyoveranyterritory,tothedelimitationofinternationalfrontiersandboundariesandtothenameofanyterritory,cityorarea.
ThisdocumentwasproducedwiththefinancialassistanceoftheEuropeanUnion.TheviewsexpressedhereincaninnowaybetakentoreflecttheofficialopinionoftheEuropeanUnion.
©OECD(2024)Coverimage:jonghoshin/GettyImagesPlus
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ThisworkismadeavailableundertheCreativeCommonsAttribution4.0Internationallicence.Byusingthiswork,youaccepttobeboundbythetermsofthislicence(
/licenses/by/4.0/
).
Attribution–youmustcitethework.
Translations–youmustcitetheoriginalwork,identifychangestotheoriginalandaddthefollowingtext:Intheeventofanydiscrepancybetweentheoriginalworkandthetranslation,onlythetextoforiginalworkshouldbeconsideredvalid.
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Acknowledgments
ThisreportwasproducedbytheOECDCentreforEntrepreneurship,SMEs,RegionsandCities(CFE)ledbyLamiaKamal-Chaoui,Director.Itispartofthemulti-levelgovernanceProgrammeofWorfkoftheOECD’sRegionalDevelopmentPolicyCommittee.
TheprojectwascarriedoutwithfundingbytheEuropeanUnion´sDirectorate-GeneralforRegionalandUrbanPolicy(DGREGIO).
Thereportwasco-ordinatedbyAnttiMoisio,SeniorEconomistandIsidoraZapata,PolicyAnalystunderthesupervisionofIsabelleChatry,HeadofUnit,Decentralisation,SubnationalPublicFinanceandInfrastructure(DEFI),undertheRegionalDevelopmentandMulti-levelGovernance(RDG)Division,ledbyDorothéeAllain-Dupré,inCFE.ThereportwaswrittenbyBrendanIrish,JuniorPolicyAnalyst,CharlotteLafitte,PolicyAnalyst,AnttiMoisio,SeniorEconomist,andMargauxVincent,PolicyAnalyst(allCFE).ThereportincludessubstantialcontributionsfromMatthieuBerroneReyes,Consultant,AleksanderHeikkinen,DoctoralresearcherattheUniversityofHelsinki,MonikaKollar,intern(CFE),Rose-CamilleVincent,AssociateprofessorattheUtrechtUniversity,andIsidoraZapata,PolicyAnalyst(CFE).
TheOECDisgratefultoCarloGianelle,Seniorresearcherandprojectmanager,PasqualeD’Apice,EconomicAnalystandJorgeDuranLaguna,HeadofEconomicAnalysisandRegionalStatistics,and,attheEuropeanCommission(DGREGIO),andLewisDijkstra,TeamLeader,EuropeanCommission’sJointResearchCentre,fortheirexcellentcollaborationandextensiveeffortsthroughouttheimplementationoftheproject.TheOECDalsothanksNataliaNolanFlechafromtheOECDDirectorateforPublicGovernance(GOV),forhercollaborationinthepreliminaryphaseoftheproject.TheOECDwouldalsoliketothankallexpertsfromtheNationalStatisticalInstitutes,ministriesandvariousagenciesfromthecountriesinvolvedinthestudyfortheirsupportduringthedatacollectionprocess,thedataandinformationinputsandtheirfeedbackonvariousdraftversionsofthedatabases.Wethankallrespondentstothesurveysfortheyvaluablecomments.TheOECDalsoextendsitsthankstotheinternationalexperts,academicsandcountryrepresentativesthatparticipatedinthevirtualworkshopheldinDecember2022todiscussthefirststagesofdevelopmentoftheproject.
TheauthorsaregratefultoNadimAhmad,Deputy-DirectorinCFEforhisinsights,andtoexpertsinOECDStatisticsandDataDirectoratefortheirusefuladvice,helpandexpertiseinthecreationthedatabases.TheauthorsgratefullyacknowledgethecommentsandinputsreceivedfromtheDelegatesoftheOECDRegionalDevelopmentPolicyCommittee.
ThanksareextendedtoJackWatersinCFEforpreparingthereportforpublication.
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SUBNATIONALPUBLICEMPLOYMENTINOECDANDEUCOUNTRIES©OECD2024
Tableofcontents
Acknowledgments3
ExecutiveSummary6
1Introduction9
2BuildingthePilotdatabaseonsubnationalpublicemployment11
2.1.Keydefinitionsrelatedtosubnationalpublicemployment11
2.2.Scopeandlimitationofthepilotdatabase15
2.3.DatacollectionstrategyfordevelopingSUBEMPandmainoutcomes16
2.4.StructureofthePilotSUBEMPdatabases23
2.5.Mainchallengesandmethodologicaltake-aways25
3SubnationalpublicemploymentintheOECDandEU:acomparative
analysis31
3.1.RecenttrendsonsubnationalstaffexpenditureacrosstheOECDandtheEU31
3.2.Keyfindingsonsubnationalpublicemploymentacrosslevelsofgovernment33
3.3.Exploringdisaggregateddataonsubnationalpublicemployment46
4Avenuesforfutureresearchandmethodologicalguidance55
4.1.Avenuesforfutureresearch55
4.2.Methodologicalguidanceforbetterdataonsubnationalpublicemployment56
References58
Notes59
AnnexA.Detailedtaxonomy60
AnnexB.Allocationofsubnationalresponsibilitiesincountriesincludedin
thesample68
AnnexC.Sourcesforsubnationalpublicemploymentdata80
FIGURES
Figure2.1.OECDdataqueries20
Figure2.2.HierarchyofvariablesincludedintheSUBEMPdatabase21
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Figure2.3.OverviewofAggregatedSUBEMPdatabase22
Figure2.4.AggregatedSUBEMPdatatable(extractforthestatesectorfor2021)23
Figure3.1.Shareofstaffexpenditureintotalregionalgovernmentandmunicipalgovernment
expenditure(2021)32
Figure3.2.Subnationalgovernmentstaffexpenditurebyfunctions(COFOG)(2021)33
Figure3.3.Municipalpublicemployeesper1000inhabitants,bygender34
Figure3.4.Regionalpublicemployeesper1000inhabitants,bygender35
Figure3.5.Shareoffemalepublicemployeesacrosslevelsofgovernment36
Figure3.6.Distributionofmunicipalpublicemployeesbyage37
Figure3.7.Distributionofregionalpublicemployeesbyage38
Figure3.8.Distributionofpublicemployeesbyeducationlevel39
Figure3.9.Distributionofpublicemployeesbyeducationlevelandbyfunctions(COFOG)40
Figure3.10.Distributionofpublicemploymentbyeducationlevelandbygender41
Figure3.11.Distributionofpublicemployeesbyworkinghours42
Figure3.12.Distributionofpublicemployeesbytypesofcontracts43
Figure3.13.Distributionofsubnationalpublicemployeesbyfunctionsofgovernment46
Figure3.14.Averagenumberofmunicipalemployeesandshareofwomen,bymunicipalsize47
Figure3.15.Numberofmunicipalpublicemployeesper1000inhabitants48
Figure3.16.Shareofwomenasa%oftotalmunicipalpublicemployees49
Figure3.17.PercentageoffemaleamongmunicipalgovernmentemployeesinMexicoand
Sweden50
Figure3.18.PercentageoffemaleamongmunicipalgovernmentmanagersinPortugalandChile
51
Figure3.19.Averagenumberofregionalpublicemployeesandshareofwomen,byregions’size
52
Figure3.20.Numberofregionalpublicemployeesper1000inhabitants53
Figure3.21.Shareofwomenintotalregionalpublicemployees54
TABLES
Table2.1.Overviewofsubnationalpublicemploymentdatabases’decompositionsinselected
countries17
Table2.2.VariablesincludedintheOECDtaxonomyonsubnationalpublicemployment18
Table2.3.Sampleofcountriesincludedinthedatabase23
Table2.4.Listofvariablescollectedbycountry,ataggregatedanddisaggregatedlevels25
TableAB.1.Mainresponsibilityofsubnationalgovernmentsbyfunctionalclassification68
TableAC.1.Sourcesforsubnationalpublicemploymentdata80
BOXES
Box2.1.Definitionsofsubnationalgovernments13
Box2.2.Definitionofpublicservicepersonnel14
Box2.3.Definitionsofaggregatedanddisaggregateddata15
Box2.4.Overviewoffunctionalclassificationsystemsforpublicemployees19
Box2.5.LabourForceSurveysversusNationalAccountstatistics27
Box2.6.Goodpracticesfordisseminationofsubnationalpublicemploymentdata30
Box3.1.Publicemploymentframeworks44
Box4.1.WaysforwardforenhancingthePilotSUBEMPdatabases57
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SUBNATIONALPUBLICEMPLOYMENTINOECDANDEUCOUNTRIES©OECD2024
ExecutiveSummary
RationaleandmethodologyfordevelopingthePilotSUBEMPdatabases
ThePilotSubnationalPublicEmploymentdatabaseaimstoprovidegranularinformationonthecharacteristicsofsubnationalpublicsectoremployees(gender,age,education,employmentconditions,occupationandpolicyareas),toassesstheircapacityandpotentialtodeliverpublicservicesandinfrastructureandprovideguidanceontheneedsandgapsinhumanresourcesmanagementatthesubnationalgovernmentlevel.
•Thedatabaseincludesdatafor26countriesfromtheOECDandtheEU,includingeightfederalandquasi-federalcountriesand18unitarycountries,withdataforthelatestavailableyear(rangingfrom2018to2023dependingoneachcountry).
•Buildingonexistinginternationalnomenclatureofemploymentandeconomicactivities,aswellasaninventoryofpubliclyavailablesubnationalpublicemploymentdata,theOECDdevelopedapilottaxonomyofsubnationalpublicemployment.Theaimofthetaxonomyistocoverthebroadestrangeofcountriespossible,whileensuringcomparabilitythroughcommondenominators.
•Thedatabaseisstructuredaroundsevendimensionsthatprovideinformationonthecharacteristicsandworkingenvironmentofsubnationalpublicpersonnel,i.e.gender,age,education,conditionsofemployment,workinghours,occupation,andpolicyareasinwhichtheywork(e.g.coreservices,healthoreducation).Theseemploymentspecificitiesdiffergreatlyacrosscountriesdependingonthewaytheseservicesareprovided,significantlyimpactingthelevelsofpublicemployment.However,notalldimensionsareavailableforallcountries.
•Genderisthemostwidespreaddimensioninsubnationalpublicemploymentdata.12countrieshavedataonsubnationalpublicemploymentwiththegenderdimensionatbothaggregatedanddisaggregatedlevels;additional8countrieshavesuchdataonlyattheaggregatedlevel,andonly6countriesdonotprovidethegenderdimensioninthesubnationalpublicemploymentdata.
•Thesecondmostcommoncategoryofdataavailableisclassificationbypolicyarea,orfunctionofgovernment(distinguishingbetweenemployeesinthehealthandeducationsectors,andothersectors),whichexistsfor11countriesattheaggregatedlevel.
•Classificationsbyage,occupation,employmentconditionandtimeequivalencewerefoundinninecountriesattheaggregatedlevel,andineightcountriesforeducationlevel.
•Finland,SwedenandBelgiumstandoutfromthesampleofcountrieswithdetaileddata,encompassingfourcategoriesormore,atthedisaggregatedlevel,i.e.forindividualsubnationalgovernments.
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SUBNATIONALPUBLICEMPLOYMENTINOECDANDEUCOUNTRIES©OECD2024
Methodologicalchallengesandconsiderationsrelativetosubnationalpublicemploymentspecificities:
•ThesystemsandstructuresofsubnationalpublicemploymentvarysignificantlyacrossOECDandEUcountries,duetovariousdefinitionsofpublicservicepersonnel(encompassingcivilservantsandpublicemployees),butalsotodifferencesinthescopeofsubnationalgovernmentresponsibilitiesandtheoutsourcingofservicesatthesubnationallevel,limitingtheabilitytocomparesubnationalemploymentstatisticsacrosscountries.
•Theresponsibilitiesdevolvedtosubnationalgovernmentsvarywidelybetweencountries,affectingthedistributionofstaffamongdifferentgovernmentfunctions.Inparticular,thereisanenormousvariabilityacrosscountriesinthewayeducationandhealthservicesareorganisedanddeliveredacrosslevelsofgovernments.Onthecontrary,generalpublicservicesfunctionsandotherfunctionssuchaspublicorderandsafetyareorganisedinamorehomogeneouswayacrosscountriesandrepresentthecoresubnationalpublicadministrationactivities.
•Countriescollectdataonsubnationalpublicemploymenttoserveavarietyofpolicyobjectivesandtargets,resultingindifferencesintermsofmethodology,periodicityandtypeofdatacollected,andhinderingcomparabilityacrosscountries.Otherlimitationsarisefrompersonaldataprotectionobligations,especiallyinsmall-sizegovernmententities,andconfidentialityofdataonsalaries/remunerationsinsomecountries,whichmakesuchdatanotpubliclyavailableinmanycountries.
•ThepilottaxonomydevelopedbytheOECDwasbuilttoovercomethesechallengesandlimitations,anditwillcontinuetoevolveascountriesimplementitandrecommendwaystoimprovethistoolformoreaccuratedatacollection.
SubnationalpublicemploymentintheOECDandEU:acomparativeanalysis
Staffexpenditureattheregionalandmunicipalgovernmentlevels:
•Staffexpendituresrepresentatleast20%oftotalregionalandmunicipalgovernmentexpenditureforthemajorityofthe35countrieswithavailabledata,beingtheprimaryexpenditureitemformunicipalities(30.3%onaveragein2021)andthesecondlargestforregional/stategovernments(23.3%),aftercurrentgrantsandsubsidies.
•Educationandhealthsectorsaremajorareasofsubnationalstaffexpenditure,witheducationaccountingfor34%andhealthfor15%oftotalstaffexpenditureacrosssubnationalgovernments,in2021,onaveragefor32OECDandEUcountries.Therearestrongvariationsacrosscountries,withtheeducationsectoraccountingforupto56%ofsubnationalgovernmentstaffexpenditureinIsraeland57%inSlovenia,andthehealthsectoraccountingfor57%ofsubnationalgovernmentstaffexpenditureinItaly.
Demographicdistribution:
•Atthemunicipallevel,fourcountrieshavebetween80and100publicemployeesper1
000inhabitants(Finland,LithuaniaandDenmark),threecountrieshavebetween25and60(Sweden,SwitzerlandandBelgium),threecountrieshavebetween8and17(Spain,Portugal,France,CanadaandMexico)andsixcountrieshavefiveorless(Italy,Korea,Estonia,Chile,MaltaandCostaRica).
•Attheregionallevel,Belgiumhas47publicemployeesper1000inhabitants,thenfourcountrieshavebetween20and31publicemployeesper1000inhabitants(Spain,
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Switzerland,Denmark,andSweden),twocountrieshavebetween8and11(Canada,Mexico),andsixcountrieshavefourorless(Portugal,France,Italy,Korea,NorwayandMalta).
•TheNordiccountries,notablyFinland,SwedenandDenmark,havethehighestshareofwomeninthesubnationalpublicworkforce(respectively81.7%,77.1%and77.0%).ThelowestsharesofwomenamongpublicemployeesareencounteredinCostaRica(28.8%atthemunicipallevel),Chile(44%)andMexico(46.8%,encompassinglocalandstategovernments%)
•ThelargeshareoffemaleemployeesatthesubnationallevelintheNordiccountriesisalignedwithdataatthenationallevel,whiletheshareoffemalesatsubnationallevelislowerthanatthenationallevelinCostaRica,Chile,andMexico.Someofthesedifferencescanbeattributedtothediverseresponsibilitiesofsubnationalgovernmentsinthesecountries.
•Lookingattrendsforindividualmunicipalitieswithincountries,theratioofpublicemployeesperinhabitantislowerforlargermunicipalitieswithmorethan60000inhabitants,comparedtosmaller-sizemunicipalities.
•Lookingatindividualregionalgovernmentsacrossthecountriescoveredwithvaryinglevelsofresponsibility,theaveragenumberofemployeesandtheshareofwomenrangefrom28employeesonaverage(ofwhich72%arewomen)forregionswithlessthan500000inhabitants,to18employeesonaverage(ofwhich54%arewomen)forregionswithmorethan2millioninhabitants.
•Agedistributiondatarevealsamixofyoungerandolderemployees.Atmunicipallevel,Belgiumleadswiththehighestpercentageofworkersunder34(over50%),whilePortugal,Sweden,Finland,Israel,andEstoniahavebetween30%and40%oftheirworkforceover55.
Educationlevels:
•Variationineducationalattainmentacrosssubnationalpublicemployeesispartiallyexplainedbydifferingcompetencies,withsomecountrieslikePortugalshowingahighpercentageofmunicipalemployeeswithgraduate-leveleducation(71%).CostaRicaalsohasahighlyeducatedmunicipaladministration,with67%ofemployeeshavinggraduateleveleducation.Conversely,inmunicipalitiesinFinland,Sweden,andDenmark,only23%,18%,and8%ofpublicemployeesrespectivelyhavegraduateleveleducation.
•Theshareofwomenwithoutahighereducationdegree(undergraduateorabove)isbelowtheshareofmeninCostaRicaandIsrael.Conversely,itissimilarorslightlyhigherinDenmark,Estonia,Finland,andPortugal.
Employmentconditions:
•Mostsubnationalpublicemployeesworkfull-time,withsomeexceptions,forexample33%ofpublicemployeesofLänderinGermanyand17%ofmunicipalpublicemployeesinItalyareemployedpart-time.
•Asubstantialsegmentoftheworkforceatthemunicipallevelisemployedundercivilservicelaw,particularlyincountrieslikeFrance,Portugal,andMalta(over70%),underscoringtheimportanceofjobsecurityandbenefitsinthehiringpracticesofsubnationalgovernmentinthesecountries.
•Incontrast,Chileexhibitsadifferentemploymentapproachwithalargerelianceonothertypesofmodalities(e.g.temporary,fixed-termorhonorary).
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1Introduction
Subnationalgovernmentsarekeyactorsintoday’scomplexgeopoliticalandeconomicenvironment.Inatimeoftransformativechangesforpublicadministrations,decentralisationprocesseshavedevolvedfurtherresponsibilitiestosubnationalgovernmentsinkeyareassuchaspublicservicesandinfrastructureinvestment.Theyarestrategicallyplacedtoimplementplace-basedsolutionstomajorchallengessuchasthegreenanddigitaltransitions.
Subnationalgovernmentsemployasubstantialproportionofthetotalpublicworkforce,onaverage,withintheOECDandtheEU.OECDdataatthenationallevel,whichisbasedontheInternationalLabourOrganisation´s(ILO)ILOSTATdatabase,showsthat,in2019,employeesatthesubnationalgovernmentlevelmadeupmorethanhalfofallgeneralgovernmentemployees.SubnationalgovernmentemployeesalsoaccountforalargeshareoftotalpublicemployeesinsomeunitarycountriessuchasFinland,NorwayorSweden.Incontrast,countriessuchasIreland,IsraelandTürkiye,tendtohavealowshareofsubnationalgovernmentpublicemployees(OECD,2021[1]).
Giventheirsignificantrole,itisessentialtogainadeeperunderstandingofsubnationalpublicemployees-focusingontheirdemographics,genderandagedistribution,employmentconditions,andcapabilities-astheyarethed
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