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NISTAdvancedManufacturingSeries600-16
AnnualReportontheU.S.
ManufacturingEconomy:2024
DouglasThomas
Thispublicationisavailablefreeofchargefrom:
/10.6028/NIST.AMS.600-16
NISTAdvancedManufacturingSeries600-16
AnnualReportontheU.S.ManufacturingEconomy:2024
DouglasThomasAppliedEconomicsOfficeEngineeringLaboratory
Thispublicationisavailablefreeofchargefrom:
/10.6028/NIST.AMS.600-16
October2024
U.S.DepartmentofCommerce
GinaM.Raimondo,Secretary
NationalInstituteofStandardsandTechnology
LaurieE.Locascio,NISTDirectorandUnderSecretaryofCommerceforStandardsandTechnology
AMS600-16October2024
Certaincommercialequipment,instruments,software,ormaterials,commercialornon-commercial,areidentifiedin
thispaperinordertospecifytheexperimentalprocedureadequately.Suchidentificationdoesnotimply
recommendationorendorsementofanyproductorservicebyNIST,nordoesitimplythatthematerialsorequipmentidentifiedarenecessarilythebestavailableforthepurpose.
NISTTechnicalSeriesPolicies
Copyright,Use,andLicensingStatements
NISTTechnicalSeriesPublicationIdentifierSyntax
PublicationHistory
ApprovedbytheNISTEditorialReviewBoardonOctober23,2024
HowtoCitethisNISTTechnicalSeriesPublication
Thomas,Douglas.2024.AnnualReportontheU.S.ManufacturingEconomy:2024.(NationalInstituteofStandardsandTechnology,Gaithersburg,MD),NISTAdvancedManufacturingSeries600-16.
/10.6028/NIST.AMS.600-16
NISTAuthorORCIDiDs
DouglasThomas:0000-0002-8600-4795
AMS600-16October2024
i
Abstract
ThisreportprovidesastatisticalreviewoftheU.S.manufacturingindustry.Therearethree
aspectsofU.S.manufacturingthatareconsidered:(1)howtheU.S.industrycomparestoothercountries,(2)thetrendsinthedomesticindustry,and(3)theindustrytrendscomparedtothoseinothercountries.
Keywords
manufacturing;economy;supplychain;valueadded;statistics
AMS600-16October2024
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TableofContents
Preface iv
Acronyms iv
ExecutiveSummary 1
1.Introduction 3
1.1.
1.2.purposeofthisReport……………4
1.3.scgpeandAoroach………………6
2.ValueAdded 9
2.1.Intemationalcomparison…………………9
2.2.DomesticDelalls…14
3.USManufacturingSupplyChain 22
4.Employment,Compensation,Profits,andProductivity 30
5.Research,Innovation,andFactorsforDoingBusiness 40
6.Discussion 51
References 53
AppendixA.U.S.SemiconductorManufacturing 57
AppendixB.AdditiveManufacturing 61
ListofTables
Table3.1:SupplyChainEntitiesandContributions,AnnualSurveyofManufactures,2021 22
Table3.2:DirectandIndirectManufacturingValueAdded,2022($Billion) 24
Table3.3:ImportedIntermediateManufacturing($millions) 25
Table3.4:PercentofU.S.ManufacturingIndustrySupplyChain,byCountryofOrigin(2014) 26
Table3.5:DepreciableAssetsandtheRateofChange,2017($million2017) 26
Table3.6:DomesticU.S.ManufacturingSupplyChain,2022ValueAdded 27
Table3.7:2022DomesticSupplyChainEntitiesforDiscreteHigh-TechManufacturing(NAICS
333-336),ValueAdded(VA)($Billion) 28
Table3.8:2022DomesticSupplyChainEntitiesforProcessManufacturing(NAICS331,324-
325),ValueAdded(VA)($Billion) 29
Table4.1:Employment,AnnualSurveyofManufactures 30
Table4.2:EmploymentbyIndustry,byOccupation(2023):CurrentPopulationSurvey 31
Table4.3:ManufacturingEmployment(Thousands):CurrentEmploymentStatistics 32
Table4.4:FatalOccupationalInjuriesbyEventorExposure 33
Table4.5:TotalRecordableCasesofNonfatalInjuriesandIllnesses 33
Table5.1:WorldEconomicForumCompetitivenessIndexIndicators-Selectionofthose
RelevanttoStandards,Technology,andInformationDisseminationSolutions,RankingsOutof
141Countries(LowerisBetter) 47
Table6.1:RankingsforaSelectionofMetricsandCountries(LowerisBetter) 52
TableB.6.2:ApproximationofU.S.ShipmentsandValueAddedofGoodsProducedusing
AdditiveManufacturing 61
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ListofFigures
Figure1.1:IllustrationofObjectives-DriveInputsandNegativeExternalitiesDownwhile
IncreasingProductionOutputandProductFunction 4
Figure1.2:DataCategorizationforExaminingtheEconomicsofManufacturing 5
Figure1.3:IllustrationoftheFeasibilityofDataCollectionandAvailability 8
Figure2.1:National25-YearCompoundAnnualGrowth,byCountry(1997to2022):Higheris
Better 10
Figure2.2:National5-YearCompoundAnnualGrowth,byCountry(2017to2022):Higheris
Better 10
Figure2.3:ManufacturingValueAdded,Top10ManufacturingCountries(1970to2022) 11
Figure2.4:Manufacturing'sShareofNationalGDP(Constant2015Dollars) 12
Figure2.5:ManufacturingValueAddedPerCapita,Top10LargestManufacturingCountries
(1970to2022):HigherisBetter 12
Figure2.6:ManufacturingPerCapitaRanking,1970-2022:LowerisBetter 13
Figure2.7:GlobalManufacturingValueAddedbyIndustry,byCountry/Region(2020) 14
Figure2.8:CumulativePercentChangeinValueAdded(2017ChainedDollars) 15
Figure2.9:ValueAddedforDurableGoodsbyType(billionsofchaineddollars),2009-2023 16
Figure2.10:ValueAddedforNondurableGoodsbyType(billionsofchaineddollars),2009-
2023 16
Figure2.11:ManufacturingValueAddedbySubsector(billionsofchaineddollars),2005-2022
17
Figure2.12:Current-CostNetStock:PrivateEquipment,Manufacturing(2005-2022) 18
Figure2.13:Current-CostNetStock:PrivateStructures,Manufacturing(2005-2022) 19
Figure2.14:Current-CostNetStock:IntellectualPropertyProducts,Manufacturing(2005-2022)
20
Figure2.15:Current-CostNetStockinManufacturing,byType(2005-2022) 21
Figure3.1:ManufacturingSupplyChain,2021 23
Figure4.1:CumulativeChangeinPercentinManufacturingEmployment(SeasonallyAdjusted)
andNumberofJobOpenings(seasonallyAdjusted),2005-2023 32
Figure4.2:ManufacturingFatalitiesandInjuries 34
Figure4.3:AverageWeeklyHoursforAllEmployees(SeasonallyAdjusted) 34
Figure4.4:AverageHourlyWagesforManufacturingandPrivateIndustry(Seasonally
Adjusted) 35
Figure4.5:EmployeeCompensation(Hourly) 36
Figure4.6:Inflation-CumulativePercentChangeintheProducerPriceIndex(SellingPrice
Received),2005-2024 36
Figure4.7:ProfitsforCorporations 37
Figure4.8:NonfarmProprietor'sIncome 38
Figure4.9:ManufacturingLaborProductivityIndex(2017BaseYear=100) 38
Figure4.10:ManufacturingTotalFactorProductivityIndex 39
Figure4.11:OutputperLaborHour(TopTenLargestManufacturingCountriesfromFigure2.3)
39
Figure5.1:PatentApplications(Residents)perMillionPeople,TopTenLargestManufacturing
Countries(1990-2020) 40
Figure5.2:ResearchandDevelopmentExpendituresasaPercentofGDP,TopTenLargest
ManufacturingCountries 41
Figure5.3:ManufacturingEnterpriseResearchandDevelopmentExpenditures(PPPConverted
$Billion2015),Top10LargestManufacturingCountries 42
Figure5.4:ResearchersperMillionPeople,Ranking 43
Figure5.5:JournalArticles,Top10Countries 44
AMS600-16October2024
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Figure5.6:MerchandiseExports,TopTenExporters 45
Figure5.7:IMDWorldCompetitivenessRankingsfortheUS:LowerisBetter(i.e.,aRankof1is
BetterthanaRankof67)-67countriesranked 45
Figure5.8:WorldEconomicForum2019GlobalCompetitivenessIndex:U.S.PillarRankings:
LowerisBetter 46
Figure5.9:RankingsfromtheCompetitiveIndustrialPerformanceIndex2024,150Total
Countries 48
Figure5.10:FactorsImpactingU.S.Business(AnnualSurveyofEntrepreneurs),2022 49
Figure5.11:Made-in-CountryIndex,2017 49
Figure5.12:IpsosNationalBrandsIndex,2023 50
Preface
ThisstudywasconductedbytheAppliedEconomicsOffice(AEO)intheEngineering
Laboratory(EL)attheNationalInstituteofStandardsandTechnology(NIST).ThestudyprovidesaggregatemanufacturingindustrydataandindustrysubsectordatatodevelopaquantitativedepictionoftheU.S.manufacturingindustry.
Acronyms
AM:AdditiveManufacturing
ASM:AnnualSurveyofManufactures
ATP:AdvancedTechnologyProgram
BEA:BureauofEconomicAnalysis
BLS:BureauofLaborStatistics
CAG:CompoundAnnualGrowth
CEO:ChiefExecutiveOfficer
DARPA:DefenseAdvancedResearchProjectsAgency
GDP:GrossDomesticProduct
ISIC:InternationalStandardIndustrialClassification
NAICS:NorthAmericanIndustryClassificationSystem
NIST:NationalInstituteofStandardsandTechnology
OECD:OrganizationforEconomicCooperationandDevelopment
PPP:PurchasingPowerParity
R&D:ResearchandDevelopment
SBIR:SmallBusinessInnovationResearchProgram
SIC:StandardIndustrialClassification
STEP:StandardfortheExchangeofProductModelData
USGS:UnitedStatesGeologicalSurvey
VA:ValueAdded
AMS600-16October2024
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ExecutiveSummary
ThisreportprovidesastatisticalreviewoftheU.S.manufacturingindustry.Thereare
threeaspectsofU.S.manufacturingthatareconsidered:(1)howtheU.S.industry
comparestoothercountries,(2)thetrendsinthedomesticindustry,and(3)theindustrytrendscomparedtothoseinothercountries.TheU.S.remainsamajormanufacturing
nation;however,othercountriesarerisingrapidly.
AlthoughU.S.manufacturingperformswellinmanyrespects,thereareopportunitiesforadvancingcompetitiveness.ThiswillrequirestrategicplacementofresourcestoensurethatU.S.investmentshavethehighestreturnpossible.
Competitiveness-ManufacturingIndustrySize:In2022,therewas$15.0trillionofvalueadded(i.e.,GDP)inglobalmanufacturinginconstant2015dollars,whichis
17.5%ofthevalueaddedbyallindustries($86.1trillion),accordingtotheUnitedNationsStatisticsDivision.TheU.S.accountedfor$2.6trillion(15.1%)in
manufacturingvaluedaddedwhileChinaaccountedfor$5.1trillion(31.0%).Directand
indirect(i.e.,purchasesfromotherindustries)manufacturingaccountsfor17.1%of
GDP.Amongthetenlargestmanufacturingcountries,theU.S.isthe2ndlargest
manufacturingvalueaddedpercapita(see
Figure2.5)
andoutofallcountriesthemostrecentU.S.rankis16th,asillustratedin
Figure2.6.
In2020,ChinaproducedmorethantheU.S.in9ofthe11subsectorsshownin
Figure2.7.
Competitiveness-ManufacturingGrowth:Compoundreal(i.e.,controllingfor
inflation)annualgrowthintheU.S.between1997and2022(i.e.,25-yeargrowth)was
1.7%,whichplacestheU.S.belowthe50thpercentile.ThecompoundannualgrowthfortheU.S.between2017and2022(i.e.,5-yeargrowth)was1.5%.ThisputstheU.S.justbelowthe50thpercentile,aboveCanadaandGermanyamongothers.
Competitiveness-Productivity:Laborproductivityformanufacturingincreasedby
0.4%betweenthesecondquarterof2023andthesecondquarterof2024,asillustratedin
Figure4.9.
Thefive-yearcompoundannualgrowthis0.4%.ForU.S.manufacturing,totalfactorproductivitydecreased1.3%from2021to2022andhasa5-yearcompoundannualgrowthrateof0.1%,asillustratedin
Figure4.10.
ProductivityintheU.S.is
relativelyhighcomparedtoothercountries.Asillustratedin
Figure4.11,
theU.S.is
rankedninthinoutputperhouramong142countriesusingdatafromtheConference
Board.Inrecentyears,productivitygrowthhasbeennegativeorhascometoaplateauinmanycountriesandtheU.S.seemstobefollowingthispatternofslowgrowth.Therearecompetingexplanationsforwhyproductivityhasslowed,suchasanagingpopulation,
inequality,orotherfactors.Anumberoftheexplanationsequatetolowlevelsofcapitalinvestment.Itisalsoimportanttonotethatproductivityisdifficulttomeasureandevenmoredifficulttocompareacrosscountries.Moreover,theevidencedoesnotseemto
supportanyparticularexplanationoveranotherastowhyproductivityappearstohavestalled.
AMS600-16October2024
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Competitiveness-EconomicEnvironment:Thereisnoagreeduponmeasurefor
research,innovation,andotherfactorsfordoingbusiness,butthereareanumberof
commonmeasuresthatareused.TherankingoftheU.S.inthesemeasureshasmixed
results,rankinghighinsomeandlowerinothers.Forinstance,theU.S.ranks4thin
patentapplicationspermillionpeoplebutranks18thinresearcherspercapitaand24thinjournalarticlepublicationspercapita.TheIMDWorldCompetitivenessIndex,which
measurescompetitivenessforconductingbusiness,rankedtheU.S.12thin
competitivenessforconductingbusinessandtheWorldEconomicForum,whichassessesthecompetitivenessindeterminingproductivity,rankedtheU.S.5th.Notethatneitherofthesearespecifictomanufacturing,though.TheCompetitiveIndustrialPerformance
Index,whichmeasurescapacitytoproduceandexportmanufacturedgoods;
technologicaldeepeningandupgrading;andworldimpact,rankedtheU.S.as6th.
DomesticSpecifics-TypesofGoodsProduced:ThelargestmanufacturingsubsectorintheU.S.ischemicalmanufacturingfollowedbyfood,beverage,andtobaccoproducts
andthencomputerandelectronicproducts,asseenin
Figure2.11.
Discretetechnologyproductsaccountedfor39%ofU.S.manufacturing.
DomesticSpecifics-ManufacturingSupplyChainCosts:High-costsupplychain
industries/activitiesmightposeasopportunitiesforadvancingcompetitiveness.For
discretetechnologyproducts,thelargestsupplychainitems,basedonNAICScode,
includewholesaletrade,primarymetals,fabricatedmetals,managementofcompanies
andenterprises,andchemicalproducts.Forprocessmanufacturing,thelargestitemswereoilandgasextraction;wholesaletrade;managementofcompaniesandenterprises;and
miscellaneousprofessional,scientific,andtechnicalservices.
DomesticSpecifics-ManufacturingSafety,Compensation,andProfits:Asillustratedin
Figure4.5,
employeecompensationinmanufacturing,whichincludesbenefits,hashad
afive-yearcompoundannualgrowthof-1.9%.Inrecentyears,manufacturing
compensationhashadanegativetrendwhilethatofprivateindustryhashadapositive
trend.Compensationinmanufacturing,whichincludesbenefits,stillslightlyexceedsthatofthetotalprivateindustry;however,thedifferencehasnarrowedsignificantly.Intermsofsafetyinmanufacturing,injuriesandtheinjuryratehavegenerallytrendeddownwardsince2002,asseenin
Figure4.2
whilefatalitieshasplateauedorevenincreasedslightlyinrecentyears.
Forthosethatinvestinmanufacturing,corporateprofitshavehadafive-yearcompoundannualgrowthof11.1%,asillustrated
Figure4.7,
andnonfarmproprietors’incomeformanufacturinghashadafive-yearcompoundannualgrowthrateof14.9%,asillustratedin
Figure4.8.
AMS600-16October2024
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1.Introduction
1.1.Background
PublicentitieshaveasignificantroleintheU.S.innovationprocess(BlockandKeller2016).Thefederalgovernmenthashadasubstantialimpactindeveloping,supporting,
andnurturingnumerousinnovationsandindustries,includingtheInternet,
telecommunications,aerospace,semiconductors,computers,pharmaceuticals,and
nuclearpoweramongothers,manyofwhichmaynothavecometofruitionwithout
publicsupport(WessnerandWolff2012).AlthoughtheDefenseAdvancedResearchProjectsAgency(DARPA),SmallBusinessInnovationResearchProgram(SBIR),and
AdvancedTechnologyProgram(ATP)havereceivedattentioninthescholarly
community,thereisgenerallylimitedawarenessofthegovernment’sroleinU.S.
innovation.ThevastnessanddiversityofU.S.federalresearchanddevelopment
programsalongwiththeirchangingnaturemakethemdifficulttocategorizeandevaluate(BlockandKeller2016),buttheirimpactisoftensignificant.Forinstance,theoriginsofGooglearerootedinapublicgrantthroughtheNationalScienceFoundation(National
ScienceFoundation2004;BlockandKeller2016).Oneobjectiveofpublicinnovationistoenhanceeconomicsecurityandimproveourqualityoflife(NationalInstituteof
StandardsandTechnology2018),whichisachievedinpartbyadvancingefficiencyin
whichresourcesareconsumedorimpactedbyproduction.Thisincludesdecreasing
inputs,whichamounttocosts,andnegativeexternalities(e.g.,environmentalimpacts)
whileincreasingoutput,(i.e.,theproductsproduced),andthefunctionoftheproduct
(e.g.,theusefulnessorqualityoftheproduct),asseenin
Figure1.1.
Inpursuitofthis
goal,theNationalInstituteofStandardsandTechnology(NIST)hasexpendedresourcesonanumberofprojects,suchassupportforthedevelopmentoftheInternational
StandardfortheExchangeofProductModelData(STEP)(RobertD.Niehaus,Inc2014),whichreducestheneedforduplicativeeffortssuchasre-enteringdesigndata.
AMS600-16October2024
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Figure1.1:IllustrationofObjectives-DriveInputsandNegativeExternalitiesDownwhileIncreasingProductionOutputandProductFunction
1.2.PurposeofthisReport
ThepurposeofthisreportistocharacterizeU.S.innovationandindustrial
competitivenessinmanufacturing,asitrelatestotheobjectivesillustratedin
Figure1.1.
ItincludestrackingdomesticmanufacturingactivityanditssupplychaininordertodevelopaquantitativedepictionofU.S.manufacturinginthecontextofthedomesticeconomyandglobalindustry.Therearefiveaspectsthatencapsulatetheinformationdiscussedinthisreport:
?GrowthandSize:ThesizeoftheU.S.manufacturingindustryanditsgrowthrateascomparedtoothercountriesrevealstherelativecompetitivenessofthe
industry.
oMetrics:Valueadded,valueaddedpercapita,assets,andcompoundannualgrowth
?Productivity:Itisnecessarytouseresourcesefficientlytohaveacompetitivemanufacturingindustry.Productivityisamajordriverofthegrowthandsizeoftheindustry.
oMetrics:Laborproductivityindex,totalfactorproductivityindex,outputperhour
?EconomicEnvironment:Anumberoffactors,includingresearch,policies,andsocietaltrends,canaffecttheproductivityandsizeoftheindustry.
AMS600-16October2024
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oMetrics:ResearchanddevelopmentexpendituresasapercentofGDP,
journalarticlespercapita,researcherspercapita,competitivenessindices,inflation,patents
?StakeholderImpact:Owners,employees,andotherstakeholdersinvesttheirresourcesintomanufacturingwiththepurposeofreceivingsomebenefit.Thecostsandreturnthattheyreceivecandriveindustryproductivityandgrowth.However,dataislimitedonthistopicarea.
oMetrics:Numberofemployees,compensation,safetyincidents,profits,exports,hoursworked
?AreasforAdvancement:Itisimportanttoidentifyareasofinvestmentthathavethepotentialtohaveahighreturn,whichcanfacilitateproductivityandgrowthinmanufacturing.
oMetrics:High-costsupplychaincomponents,countrycomparisonindices
Currently,thisannualreportdiscussesitemsrelatedtoinputsforproductionandoutputsfromproduction.Itdoesnotdiscussnegativeexternalities,theinputsthatareusedinthefunctionofaproduct(e.g.,gasolineforanautomobile),orthefunctionoftheproduct;
however,theseitemsmightbeincludedinfuturereports.
Manufacturingmetricscanbecategorizedbystakeholder,scale,andmetrictype(see
Figure1.2)
.Stakeholdersincludetheindividualsthathaveaninterestinmanufacturing.
Allthemetricsinthisreportrelatedirectlyorindirectlytoalloraselectionof
stakeholders.Thebenefitsforsomestakeholdersarecostsforotherstakeholders.For
Stakeholders
OwnersEmployeesConsumers
Citizens
Context:Compared
overtimeand/or
between
countries/industries
IndirectMeasure
Scale
Nominal
Normalized
DirectMeasure
Figure1.2:DataCategorizationforExaminingtheEconomicsofManufacturing
AMS600-16October2024
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instance,thepriceofaproductisacosttotheconsumerbutrepresentscompensationandprofitfortheproducers.Thescaleindicateswhetherthemetricisnominal(e.g.,thetotalU.S.manufacturingrevenue)orisadjustedtoanotionallycommonscale(e.g.,revenue
percapita).Themetrictypedistinguisheswhetherthemetricmeasuresmanufacturingactivitiesdirectly(e.g.,totalemployment)ormeasuresthosethingsthataffect
manufacturing(e.g.,researchanddevelopment).Thesemetricsarethencomparedovertimeand/orbetweenindustriestoprovidecontexttoU.S.manufacturingactivities.
1.3.ScopeandApproach
Therearenumerousaspectsonecouldexamineinmanufacturing.ThisreportdiscussesasubsetofstakeholdersandfocusesonU.S.manufacturing.Amongthemanydatasets
available,itutilizesthosethatareprominentandareconsistentwitheconomicstandards.Thesecriteriaarefurtherdiscussedbelow.
Stakeholders:Thisreportfocusesontheemployeesandtheowners/investors,asthedataavailablefacilitatesexaminingtheseentities.Futureworkmaymovetowardexaminingotherstakeholdersinmanufacturing,suchastheconsumersandgeneralpublic.
GeographicScope:Manychangeagentsareconcernedwithacertaingroupofpeopleororganizations.SinceNISTisconcernedwith"U.S.innovationandcompetitiveness,"thisreportfocusesonactivitieswithinnationalborders.Inaworldofglobalization,thiseffortischallenging,assomeofthepartsandmaterialsbeingusedinU.S.-basedmanufacturingactivitiesareimported.Theimportedvaluesarearelativelysmallpercentageoftotal
activity,buttheyareimportantinregardtoafirm’sproduction.NIST,however,
promotesU.S.innovationandindustrialcompetitiveness;therefore,considerationoftheseimportedgoodsandservicesareoutsideofthescopeofthisreport.
StandardDataCategorization:DomesticdataintheU.S.tendstobeorganizedusing
NAICScodes,whicharethestandardusedbyfederalstatisticalagenciesclassifying
businessestablishmentsintheUnitedStates.NAICSwasjointlydevelopedbytheU.S.EconomicClassificationPolicyCommittee,StatisticsCanada,andMexico’sInstituto
NacionaldeEstadísticayGeografía,andwasadoptedin1997.NAICShasseveralmajorcategorieseachwithsubcategories.HistoricdataandsomeorganizationscontinuetousethepredecessorofNAICS,whichistheStandardIndustrialClassificationsystem(SIC).NAICScodesarecategorizedatvaryinglevelsofdetail.Thebroadestlevelofdetailis
thetwo-digitNAICScode,whichhas20categories.Moredetaileddataisreportedasthenumberofdigitsincrease;thus,three-digitNAICSprovidemoredetailthanthetwo-digitandthefour-digitprovidesmoredetailthanthethree-digit.Themaximumissixdigits.
Sometimesatwo,three,four,orfive-digitcodeisfollowedbyzeros,whichdonotrepresentcategories.Theyarenullorplaceholders.Forexample,thecode336000representsNAICS336.InternationaldatatendstobeintheInternationalStandardIndustrialClassification(ISIC)version3.1,arevisedUnitedNationssystemfor
classifyingeconomicdata.Manufacturingisbrokeninto23majorcategories(ISIC15
through37),withadditionalsubcategorization.ThisdatacategorizationworkssimilartoNAICSinthatadditionaldigitsrepresentadditionaldetail.
AMS600-16October2024
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DataSources:Thomas(2012)exploresanumberofdatasourcesforexaminingU.S.
manufacturingactivity(Thomas2012).ThisreportselectsfromsourcesthatarethemostprominentandrevealthemostinformationabouttheU.S.manufacturingindustry.ThesedataincludetheUnitedNationsStatisticsDivision’sNationalAccountsMainAggregatesDatabaseandtheU.S.CensusBureau’sAnnualSurveyofManufactures,amongothers.Becausethedatasourcesarescatteredacrossseveralresources,therearedifferencesin
whatyearlydataisavailableforaparticularcategoryortopic.Ineachcase,themost-up-to-dateandavailableinformationisprovidedfortherelevantcategory.
DataLimitations:Likeallcollectionsofinformation,thedataonmanufacturinghas
limitations.Ingeneral,thereare3aspectstoeconomicdataofthistype:1)breadthofthedata,2)depthofthedata,and3)thetimelinessofthedata.Thebreadthofthedatareferstothespanofitemscovered,suchasthenumberofcountriesandyears.Thedepthofthedatareferstothenumberofdetailedbreakouts,suchasvalueadded,expenditures,and
industries.Ingeneral,breadthanddeptharesuchthatwhenthenumberofitemsineacharemultipliedtogetheritequalsthenumberofobservationsinthedatasetforaparticulartimeperiod.Forinstance,ifyouhavevalueaddeddataon5industriesfor20countries
forasingleyear,thenyouwouldhave100observations(i.e.,5x20=100).The
timelinessofthedatareferstohowrecentlythedatawasreleased.Forinstance,isthe
data1yearoldor5yearsoldatrelease.Ingeneral,datacanperformwellin2ofthese3criteria,butitislesscommontoperformwellonall3duetofeasibilityofdatacollection(see
Figure1.3)
.Moreover,inthisreportthereisdatathatisveryrecent(timeliness)andspansnumeroussubsectors(depth),butitonlyrepresentstheUnitedStates.Ontheotherhand,thereisdatathatspansmultiplecountries(breadth)andsubsectorsof
manufacturing(depth);however,thisdataisfromseveralyearsago.Fortunately,industryleveltrendschangeslowly;thus,thedatamaynotbefromthemostrecentyears,butitisstillrepresentative.
AMS600-16October2024
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Timeliness
OlderNewer
Deep
Shallow
Broad
Narrow
Breadth
MoreFeasible
Lessfeasible
Figure1.3:IllustrationoftheFeasibilityofDataCollectionandAvailability
AMS600-16October2024
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2.ValueAdded
Valueaddedistheprimarymetricusedtomeasureeconomicactivity.Itisdefinedastheincreaseinthevalueofoutputatagivenstageofproduction;thatis,itisthevalueof
outp
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