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STATISTICS Measuring the Non-Observed Economy A Handbook Copyrightedmaterial ©OECD,2002. ©Software:1987-1996,AcrobatisatrademarkofADOBE. Aallenlnddriiangnghyt,sherilreeisnmeger,vntetrdsa.ntOshmEeirCsesDoifognlriakonertsdainysyoturoittbhhueteriorcinoghoptfyrtaoingyuhsdteaetdoanmoeartcesoropifaytlw.oafrethiisspPrroohgibriatmedf.orYyoouurmupsertstorneaalttuhseePornloyg.raUmnaauntdhoarsissoecdiarteepdromdautcetriioanl,s Allrequestsshouldbemadeto: OHeEaCdDoPfuPbulbilciactaitoinosnSserSevrivciec,e, 27,57r7ue5APnardirse-CPeadsceaxl,16,France. STATISTICS Measuring the Non-Observed Economy A Handbook ORGANISATIONFORECONOMICCO-OPERATION ANDDEVELOPMENT forcePounrs3u0atnhtSteopArtteimclbeerIo1f9t6h1,eCthoenvOerngtainoinsastiigonnedforinEPcaornisomoinc14Ctoh-oDpeecreatmiboenra1n9d60D,eavnedlwohpimcehncta(mOeEiCnDt)o shallpromotepoliciesdesigned: -toachievethehighestsustainableeconomicgrowthandemploymentandarisingstandardof livinginMembercountries,whilemaintainingfinancialstability,andthustocontributetothe developmentoftheworldeconomy; -tocontributetosoundeconomicexpansioninMemberaswellasnon-membercountriesinthe processofeconomicdevelopment;and -tocontributetotheexpansionofworldtradeonamultilateral,non-discriminatorybasisin accordancewithinternationalobligations. TheoriginalMembercountriesoftheOECDareAustria,Belgium,Canada,Denmark,France, Germany,Greece,Iceland,Ireland,Italy,Luxembourg,theNetherlands,Norway,Portugal,Spain, Sweden,Switzerland,Turkey,theUnitedKingdomandtheUnitedStates.Thefollowingcountries became Members subsequently through accession at the dates indicated hereafter: lapan (28thApril1964),Finland(28thJanuary1969),Australia(7thJune1971),NewZealand(29thMay1973), Mexico(18thMay1994),theCzechRepublic(21stDecember1995),Hungary(7thMay1996),Poland (22ndNovember1996),Korea(12thDecember1996)andtheSlovakRepublic(14thDecember2000).The CommissionoftheEuropeanCommunitiestakespartintheworkoftheOECD(Article13oftheOECD Convention). ManuelsurlPaubmleiesuenrefrdanecalisescoousnolemtiiteren:onobservee ©OECD2002 Permissiontoreproduceaportionofthisworkfornon-commercialpurposesorclassroomuseshouldbeobtained throughtheCentrefrangaisd’exploitationdudroitdecopie(CFC),20,ruedesGrands-Augustins,75006Paris, 2Fpp72re5ea2r7rnm7mcRi5iesos,Psssaiiteroeoiwnlsn.otCo(ose3dh3rd-oee1upD)xlrri4do1v4d6e,ub0,cFe7erD4aooa7nrbnc7ttve0r.ae,arinfsnsa,elxadt(Me3t3Aa-hl1rl)0oo1u4r9g6p2ha33r4tt6hUoe7fSAt1Ch,9io,spfobyorrroioeCgkvChestCrhyoCOuclnloeludainrnbteaer:nymceewaxwdcwCee.epnctttoopetOyrh,rEeigCCUfiDunt.iscPtotuembo.dlmieScAtlraalttiSeooesnt.rshv,eiI2crn,et,rahupee(p5lUA0inn8cid)art7tee5i-d0oP-anS8sst4ca0atf0leo,,sr FOREWORDANDACKNOWLEDGEMENTS Completecoverageofeconomicproductionisavitalaspectofthequalityofthenationalaccounts. Thisexhaustivenessishardtoachievebecauseofthedifficultiesinaccountingforcertaintypesof productiveactivities.Activitiesthataremissingfromthebasicdatausedtocompilethenational accountsbecausetheyareunderground,illegal,informal,householdproductionforownfinaluse,or duetodeficienciesinthebasicdatacollectionsystemarereferredtoasnon-observed.Theyaresaidto comprisethenon-observedeconomy(NOE),andincludingtheminthenationalaccountsisreferredtoas measurementoftheNOE. GiventhewiderangeofpossibleapproachestoNOEmeasurement,thereisaneedtoidentifyand promoteinternationalbestpractice.ThisistheaimoftheHandbook.Itpresentsasystematicstrategy forachievingexhaustiveestimatesofgrossdomesticproductthatisconsistentwithinternational standardsand,inparticular,withthe1993SystemofNationalAccounts. TheHandbookwasputtogetherbyateamdrawnfromnationalandinternationalstatistical organisations.TheprincipalcontributorswereAdriaanBloem,ManlioCalzaroni,lacquesCharmes, MichaelColledge(editor),RalfHussmanns,YouriIvanov,BrugtKazemier,AndreiKosarev,Ronald Luttikhuizen,SabinaRonconi,ManikShrestha,SeppoVarjonen,PetervandeVenandDenisWard. DerekBladesprovideddetailedcommentsonallchapters.Helpfuladviceandcommentswerealso receivedfromMishaBelkindas,PeterHarper,AnneHarrison,RalfHein,VictorHolovko,OlgaIvanova, IrinaMasakova,PaulMcCarthy,BrianNewson,VitezslavOndrus,GerhardReinecke,SilkeStapel, AlexanderSurinovand|iriVopravil.ParticularthanksareduetotheItalianNationalStatisticalInstitute llstat),theRussianFederationStateStatisticalCommittee,andStatisticsNetherlandsfortheiractive supportofthisproject. AnelectroniccopyoftheHandbookandsupportingdocumentationareavailableontheInternetat www.oecd.org.CommentsontheHandbookarewelcomedandshouldbee-mailedtonoehandbook@oecd.org. Theywillbetakenintoaccountinanyfuturerevision. EnricoGiovannini ChiefStatisticianandDirectoroftheStatisticsDirectorate OrganisationforEconomicCo-operationandDevelopment CarolS.Carson Director StatisticsDepartment InternationalMonetaryFund AbimbolaSylvesterYoung Director BureauofStatistics InternationalLabourOrganisation MikhailKorolev Chairman InterstateStatisticalCommitteeoftheCommonwealthofIndependentStates ©OECD2002 7 TABLEOFCONTENTS ForewordandAcknowledgements 3 AbbreviationsandAcronyms 7 ChapterI. Introduction 9 Chapter2. ConceptualFramework 1 Chapter3. NotionsoftheNon-ObservedEconomy 35 Chapter4. AssessmentofNationalAccounts 49 Chapter5. NationalAccountsMethodstoAchieveExhaustiveness 67 Chapter6, AssessmentandImprovementofDataCollectionProgramme 95 Chapter7. ImplementationStrategy 123 Chapter8. UndergroundProduction 137 Chapter9. IllegalProduction 149 Chapter10.InformalSectorProduction 159 Chapter11.HouseholdProductionforOwnFinalUse 177 Chapter12.Macro-modelMethods 185 Annexes 1. References 195 2. Glossary 205 3. DataRequirementsandSources 231 4. AnalyticalFrameworksfortheNon-ObservedEconomy 238 5. IMFDataQualityAssessment-GenericFramework 247 ListofFigures 23..11.. l(1st9a9t3anSaNlyAtiFciaglurfera1m7.e1w)orPokpulationandlabourconcepts 2437 3.2. Productionincomeframework 47 45..11.. EEsxtaimmpalteioonfosftrGucDtPurbeyofindpauttaoqfuallaibtoyuarsmseestshmoednt(Iftralaimanewaoprpkrofaorchn)ationalaccountsestimates 8603 7.1. ElementsofNOEmeasurementimplementationstrategy 127 7.2. Enterprisesinhouseholdsectorbytypeofproduction 133 10.1.FifteenthICLS:Frameworkforinformalsectordefinition 164 ListofTables 33..12.. UClnaistsibfyicaacttiiovnitoyfbNyOcEaubsyercelgaissstirfaitciaotnioonfoufnnitosn-aonbdselarbvoeudraicntpiuvitties 4456 ©OECD2002 MeasuringtheNon-ObservedEconomy:AHandbook 4.1. Primaryincomeofhouseholdsaccordingtothenationalaccountsandincometaxstatistics 4.2. UpfopretrheliNmeitthoefrulnadnedrsgr19o7u7n-d19t8r5ansactionsmissingfrompersonalexpenditure 5527 4.3. UpperlimitofundergroundtransactionsmissingfromexpenditurebasedGDP 57 4.4. NOEupperboundfortheNetherlands,1979 59 46..15.. ESuurrovsetyatrengaitsitornaatiloancacnodunctosllpercotcieonsschtaarbalcet,elriasyteircs1:bQyuasnitzietoaftievneteorvperrivsieew 16068 ABBREVIATIONSANDACRONYMS (SeeAnnex2fordefinitionsofterms) 11999638SSNNAA SSyysstteemmooffNNaattiioonnaallAAccccoouunnttss11999638 COICOP ClassificationofIndividualConsumptionbyPurpose CPC CentralProductClassification CDPQIAF CDaotnasuQumaelritPyriAcsesIensdsemxentFramework(IMF) ESA1995 EuropeanSystemofAccounts1995 FGIDSPIM FGirnoasnsciDaolmIenstteircmePdrioadtuicotnServicesIndirectlyMeasured GDDS GeneralDataDisseminationStandard(IMF) GFCF GrossFixedCapitalFormation HGoEsSkomstat SHtoautseeShtoatlidstEicxaplenCdoimtmuirteteSuer(vaebybreviationderivedfromtheRussian) HS HarmonisedSystem ICLS InternationalConferenceofLabourStatisticians IMF InternationalMonetaryFund INSEE InstitutNationaldelaStatistiqueetdesEtudesEconomiques,France ISIC,Rev.3 InternationalStandardIndustrialClassification,Revision3(UnitedNations) INNNsSSOtaSOEt INNNtaaoattnliii-ooaonnnbaaNsllaetSSrittvaaotteniiadsslttiEiSccctaaaloltniOSsofytfmsiicytcaeelmInstitute NPISH Non-profitInstitutionsServingHouseholds SPPDIDS PSpreocdiuaclerDaPtraicDeiIsnsdeemxinationStandard(IMF) VAT ValueAddedTax ©OECD2002 ChapterI INTRODUCTION 1.2. ScopeandObjectives 12 1.3. HandbookUsers 13 1.4. ConceptsandTerminology 13 1.5. MeasurementStrategy 14 1.6. RoadmaptoHandbook 15 ByChapterContent 15 ByUser 16 ©OECD2002 1. INTRODUCTION a1s.1p.ectGofoothdeiqruaqluiatlyitnyaitsiotnhaeleaxctceonutnttoswahreicvhitatlhefyorceocvoenroamllicecpoonliocmyicmaakcitinvgitiaensd.Erxesheaaurscthi.veAncoivmeproargteanits difficulttoachievebecauseofthewiderangeofeconomicactivities,someofwhicharedeliberately concealedfromobservationbythoseresponsibleforthem. 1.2. Lackofcoveragecausesproblemsforusersbothintermsoflevelsandtrends.Levelsofgross domesticproduct(GDP)andotherdataaredownwardbiased,thusgivinganinaccurateimpressionofthe economyandimpedinginternationalcomparability.Thiscanbeofgreatsignificanceinsituationswhere, fmoeraesxuarmepdleb,ymGonDePtapreyrchoenatdribourteinovnsirmoanmdeentoarlrescteainvdeadrdbsyaarceomunetarsyudreedpebnydpoonlliuttsaGntDPemoirsswihoennppeorveurnittyoifs GDP.Similarly,biasesintrendestimatescanbeexpectediftheeconomicactivitiesmissingfromGDP growatdifferentratesfromthoseincluded.Forexample,itisoftenconjecturedthatundergroundand informalsectoractivitiesareexpandingatpreciselythetimetheofficialeconomyiscontracting 1.3. Forthenationalaccountants,lackofcoveragecausesimbalancesintheinternalconsistencyof theaccountsbecausepartsofeconomictransactionsmaybemeasuredwhilstotherpartsarenot.For example,householdexpendituresongoodsandservicesproducedundergroundmaybemeasured becausethepurchasershavenoreasontohidetheirpurchases,whereasthecorrespondingproduction activitiesarenotreportedbytheproducers. o1.f4t.ensAuggloetstofthmaetdtihaeaGtDtePntfiiognuriessppauibdlitsohtehdebpyosnsaitbiilointaylostfatmiisstsicianlgoeffciocneosmeixcclaucdtieviltairesg,eapanrdtsreopfotrhtes economy.Thesereportschallengethecredibilityofnationalaccountsestimatesandoftenquote assessmentsoftheunderestimation.Theproblemisthatmanymediareportsarebasedonresearch methodologieswithone,orboth,oftwomajorweaknesses.First,thesemethodsfrequentlyfailto defineexactlywhatistobemeasuredandthus,possibly,missed.Thislackofprecisionregardingthe measurementtargetisepitomisedbythewiderangeofdifferenttermsincommonuse-hidden economy,shadoweconomy,paralleleconomy,subterraneaneconomy,informaleconomy,cash economy,blackmarket-tomentionjustafew.Thereisnocommonunderstandingwhethertheyall meanthesamething,andifnot,whatrelationshipstheyhavetooneanother.Capitalflight,taxevasion, shuttletrade,theftandextortionarealllumpedtogetherasundesirableorillegalactivitiesthatare beinggrosslyunderestimatedbytheofficialfigures. 1.5. The second problem isthe dependence ofmany estimation methods upon simplistic assumptionsthatcannotbejustified.Forexample,theso-called"monetarymodels"assumethat changesinthepatternsofcurrencydemandcanbeattributedentirelyto,andreflectaccurately, changesinmissingeconomicactivities.Anotherpopularmodelisbasedonchangesinconsumptionof electricitySuchmethodsmakeinadequateuseofthewealthofpertinenteconomicdataavailableand thereisnoobviouswayinwhichtheirfindingscanbecombinedwithotherstoprovidemorereliable measures. o1f.6f.icesOdnoenootfetxhpelarienastohneisrtohwatntmheetsehomdascrsuof-fmicoidenetllsy,gaentdsothmusucuhserasttsenutpipoonsiestthhaattontahteironmaletshtaotdisstiacrael neededanduseful.Thisdiscussionalsoraisesquestionsaboutwhatismeantbyinformal, underground,illegal,unmeasured,unrecorded,untaxed,etc.,activities.Flowdotheseactivitiesrelate ©OECD2002

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