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Chapter4
DeterminingAggregateProduction
BriefChapterSummary
4.1TheAggregateProductionFunction(pages106–116)
LearningObjective1
Describetheaggregateproductionfunction.
?Long-runincreasesinrealGDPpercapitacanbeexplainedbyanaggregateprodufunction,whichisanequationthatshowstherelationshipbetweeninputsemployedfirmsandthemaximumoutputtheinputscanproduce.TheCobb-Douglasproductio
functiondoesagoodjobofaccountingforU.S.dataonthegrowthofrealGDP.
4.2AModelofRealGDPintheLongRun(pages116–120)
LearningObjective2
ExplainhowrealGDPisdeterminedinthelongrun.
?Amodelofasingle,representativefirmcanbeusedtoexplainhowallfirmschoose
inputsinordertoproducetheirprofit-maximizingamountsofoutputs.Theequilibrium
quantitiesofinputscanbecombinedwiththeaggregateproductionfunctiontodeterminethelong-runequilibriumlevelofrealGDP.
4.3AccountingforGrowthinRealGDP(pages120–126)
LearningObjective3
Discussthecontributionsofcapital,labor,andefficiencytothegrowthrateofreal
GDP.
?Growthaccountingallowsustodeterminehowmuchofthegrowthrateofrealduetolabor,capital,andtotalfactorproductivity.Themostimportantdeterminantseconomicgrowtharefactorssuchaschangesintechnology,increasesinlaborskills,improvementsinmanagerialtechniques.
4.4GDPperHourWorkedAmongCountries(pages127–131)
LearningObjective4
Understandthatdifferencesinefficiencyexplaindifferencesinlaborproductivity
acrosscountries.
?DifferencesintotalfactorproductivityhelptoexplainthedifferencesinGDPperworkedacrosscountries.Totalfactorproductivityincludestheeffectofknowledge,
governmentinstitutions,macroeconomicpolicies,geography,andthequalityofthelaborforce.
52
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CHAPTER4|DeterminingAggregateProduction53
4ATheCobb–DouglasProductionFunctionandConstantReturnsto
Scale(pages140–142)
LearningObjective4A
DeriveimportantpropertiesoftheCobb–Douglasproductionfunction.
?TheCobb-Douglasproductionfunctionhasseveralusefulcharacteristics,includingconstantreturnstoscale.
ListofKeyTerms
Aggregateproductionfunct,ionp.107.AnequationthatshowstherelationshipbetweentheinputsemployedbyfirmsandthemaximumoutputfirmscanproducewiththoseCapital-laborratop.123.Thedollarvalueofcapitalgoodsperunitoflabor;measureeitherthedollarvalueofcapitaldividedbythetotalnumberofhoursworked,orasdollarvalueofcapitaldividedbythetotalnumberofworkers.
Cobb-Douglasproductionfunct,ionp.108.Aproductionfunctionthattakestheform
Y=AKaL1a.
Constantreturnsto,scapl.e107.Apropertyofaproductionfunctionsuchthatifallinincreasebythesamepercentage,realGDPincreasesbythesamepercentage.
MarginalproductofcapMitKl),(p.109.Theextraoutputafirmreceivesfromaddingonemoreunitofcapital,holdingallotherinputsandefficiencyconstant.
Marginalproductofla),(p.111.Theextraoutputafirmreceivesfromaddingonmoreunitoflabor,holdingallotherinputsandefficiencyconstant.
Profit,p.116.Totalrevenueminustotalcost.
TotalfactorproductiviyFP)p.108.AnindexoftheoveralllevelofefficiencyoftransformingcapitalandlaborintorealGDP.
ChapterOutline
THESURPRISINGECONOMICRISEOFINDIA
Between1990and2010,realGDPinIndiagrewatanaverageannualrateof4.7%,well
abovetheaveragegrowthrateof1.4%experiencedbytheUnitedStates.Aftercenturipoverty,Indiahasbeguntoclosethegapbetweenitsstandardoflivingandthestalivinginhigh-incomecountriessuchastheUnitedStatesandthecountriesofWestern
Europe.ButIndiaremainsapoorcountry,withapopulationover1.2billion,morethofwhomareemployedinagriculture.Still,therapidgrowththatbeganinthe1990s
provideshopeforabetterlife.Explainingeconomicgrowthcanbecomplex.ThischafocusesonafewkeyideasthatexplainwhatdeterminesthelevelofGDPinthelon
TeachingTips
KeyIssueR:ealGDPhasincreasedsubstantialvyertimeiheUnitedStatesandother
developedcountries.
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54Hubbard,O’Brien,andRafferty|Macroeconomics
KeyQuestio:nWhatarethemainfactorsthatdeterminethegrowthrateofrealGDP?
4.1TheAggregateProductionFunction(pages106–116)
LearningObjective:Describetheaggregateproductionfunction.
Thelong-runincreaseinrealGDPpercapitaisthebestmeasureofthequantity
andservicesavailableperperson.ThechapterbeginstodevelopamodeltoexplainrealGDPandthenadjuststhemodeltoexplainrealGDPpercapita.
From1949to2010,theaverageannualgrowthrateofrealGDPintheUnitedSt
3.3percent.The’sfiprrmoductionfunctionistherelationshipbetweentheinputsemployedbyafirmandthemaximumoutputthefirmcanproducewiththoseinputs.Afirm’s
technologyistheprocessesitusestoturninputsintooutputsofgoodsandservices.
Onamacroeconomiclevelwecansaythattheaggregateproductionfunctiiosnanequationthatshowstherelationshipbetweentheinputsemployedbyfirmsandthemaximumoutputfirmscanproducewiththoseinputs.Atthemacroeconomiclevel,we
measureoutputasrealGDPandincludeonlylaborandcapitalasinputs.Ageneral
oftheaggregateproductioncanbewrittenas:
Y(K,L),oF(K,L),
where
Y=realGDP
K=quantityofcapitalgoodsavailabletocafpitma,sorckthe
L=quantityoflabor
A=indexofhowefficientlytheeconomytransformscapitalandlaborintorealTechnology,governmentregulationsandinstitutions,thequalityofthelaborforce,andteffectofan’tiogneographyaresomeofthefactorsthatcanafe.ctthevalueof
A.TheCobb–DouglasProductionFunction
Theeconomicgrowthmodelinthischapterassumesthattheproductionfunctionhas
constantreturnstoslnes.tantreturnstoscaeapropertyofaproductionfunctionsuchthatifallinputsincreasebythesamepercentage,realGDPincreasesbythesamepercentage.MacroeconomistsoftenworkwithaparticularproductionCft–ion.TheDouglasproductionfunctionisaproductionfunctionthattakehKeαL1,rm
where:
α=capistal’shareinnationalincome
1–α=laor’shareinnationalincome
ForaCobb–Douglasproductionfunctionwithconstantreturnstoscale,theexponentsof
thecapitalandlaborvariablessumtoone.ThisfunctiondoesagoodjobofaccouU.S.dataonthegrowthofrealGDP.Since1949,theshareofincomegoingtothecapitalintheU.S.hasbeenaboutone-thirdandtheaverageshareofincomegoinghasbeenabouttwo-thirds.Equation(4.1)i–sDotuhgelasCooductionfunctionwithα
havingavalueofone-third:
YK?L?(4.1)
Inthisfunctini,scalledthetotalfactorproductivity.fchtrproductivity
(TFP)isanindexoftheoveralllevelofefficiencyoftransformingcapitalandlabor
GDP.Ifcapital,labor,ortotalfactorincrease,realGDPalsoincreases.Graphsofthe
?2012PearsonEducation,Inc.PublishingasPrenticeHall
CHAPTER4|DeterminingAggregateProduction55
productionfunctioncanbedrawnwith)ealonGDte(verticalaxisandeitherthevalue
ofcapitalK)(orlabnthehorizontalaxis.Byshowingtheproductionfunctionthis
way,totalfactorproductiAvtyan(deitherlabororcapitalareheldconstant.
B.TheMarginalProductsofCapitalandLabor
Therearethreeimportantfeaturesoftheproductionfunctiongraphthatholdstotalfaproductivityandlaborconstant.First,theproductionfunctionslopesupward.The
marginalproductofcapMitlK)stheextraoutputafirmreceivesfromaddingone
moreunitofcapital,holdingallotherinputsandefficiencyconstant.FortheCobb-DouproductionfunctionofEquation(4.1),themarginalproductofcapitalis:
MPK=|3||K|.(4.2)
(1(Y
Second,theproductionfunctionflattensoutasthecapitalstockincreases.Thatis,
slopeoftheproductionfunctiondecreasesasthecapitalstockincreases.Thisflattening
occursbecauseofdiminishingmarginalreturns.Holdinglaborandefficiencyconstant,thmarginalproductofcapitaldecreasesasthecapitalstockincreases.Thethirdfeatureo
productionfunctionistherelationshipbetweenthemarginalproductofcapitalandtheslopeoftheproductionfunction.Thisslopeis:
Change爄n爎eal燝DP
.
Change爄n燾apital爏tock
Thisisanotherexpressionforthemarginalproductofcapital.Duetodiminishing
marginalreturns,themarginalproductofcapitalandtheslopeoftheproductionfunc
decreaseastheeconomyaccumulatesmorecapitalgoods.
Everythingthatappliesofcapitalalsoappliestanoductoflabor
(MPL)istheextraoutputafirmreceivesfromaddingonemoreunitoflabor,ho
otherinputsandefficiencyconstant.FortheCobb-DouglasproductionfunctionshowninEquation(4.1),themarginalproductoflaboris:
MPL=|3||L|.(4.3)
(2(Y
Theshapeoftheaggregateproductionfunctionflattensoutasthequantityoflaborincreases.Therefore,themarginalproductoflabordecreasesasmorelaborisadded,solaborexperiencesdiminishingmarginalreturns.Allcountrieshavedownward-slopingmarginalproductofcapitalandmarginalproductoflaborcurvesbecausediminishingmarginalreturnsapplytoalltypesofcapitalandlabor.
C.CalculatingTotalFactorProductivity
TheCobb-DouglasproductionfunctioninEquation(4.1)showsrealGDPasafunctionoftotalfactorproductivity,capital,andlabor.Itisnotpossible“ovteorallobeleotfhe
efficiency”tocalculatetotalfactorproductivitydirectly.BecausewecanobserverealG
capital,laborandlabor’sshareofincome,andcapital’sshareofincome,wecanuseEquation(4.1)fortheaggregateproductionfunctionAtoasc:alculate
A牋=Y.(4.4)
KL
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56Hubbard,O’Brien,andRafferty|Macroeconomics
D.ChangesinCapital,Labor,andTotalFactorProductivity
Ifeitherlaborortotalfactorproductivityincreases,theproductionfunctionshiftsupwaandrealGDPincreases.Increasesinthecapitalstockwouldalsoshifttheproduction
functionupwardandincreaserealGDP.Increasesinlabororthecapitalstockaresubdiminishingmarginalreturns.Increasesintotalfactorproductivityarenotsubjectto
diminishingmarginalreturns.
TeachingTips
MakingtheConnectiononpage114discussesforeigndirectinvestmentandrealGDP
growthinChina.TheWorldBankhasmoreinformationanddataonthesetopicsfor
andothercountriesat.
Table4.1onpage115visuallysummarizesthechangestoanaggregateproductionfunction.
4.2AModelofRealGDPintheLongRun(pages116–120)
LearningObjective:ExplainhowrealGDPisdeterminedinthelongrun.
ToexplainhowrealGDPisdetermined,weneedtoexplainhowfirmschoosetheqofcapitalgoodstopurchaseandlabortohire.Weassumethatfirmsaremotivateddesiretomaximizeprofit,whichisequaltototalrevenueminustotalcost.Economists
assumethat(1)firmspurchasecapitalandhirelaboronlyifdoingsomaximizesproffirmsoperatepirfectlycompetitivemark,etsoeachfirmpriaker,(3)firmstake
thepricesofcapitalgoodsandlaborasgiven,and(4)firmsdecidehowmuchcaplabortohireandhowmuchoutputtoproduceusingtheavailabletechnologybasedpricesofoutputandinputs.
Wecanuseasimplemolrepresentthebehaviorofasinglerepresentativefirm.Thefirmproducesoup,ut,andsellsitattheperfectlycompePt.itivTeheprfiicrem,takesthenominalwagerateW,,andtnhoeminalrentalcostof,cRa,pitagiven.The’sfitroalrevenueiPsY.ThefmtotalcostWLisK.Profitsare:
Profit=Reven–ueCost
ProfitY–W(LK)
ProfitY–WL–RK
A.TheMarketsforCapitalandLabor
Thedemandandsupplymodelcanbeusedtoexplainthequantitiesoapitalandlaborfirmshire.Wetreatthesupplyofcapitalandlaborasfixedandunresponsivetomarket
prices.Weassumethatthefirmdoingthehiringissmallrelativetothemarket.Thefromhiringonemoreworkerequalsthepriceofoutputmultipliedbytheextraoutpu
hiringtheworker.Thechangeinprofitfromhiringonemoreworkeristhedifferencebetweentheadditionalrevenueearnedandtheadditionalcostpaid:
?ProfitPL–W.
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CHAPTER4|DeterminingAggregateProduction57
ThefirmwillhireadditionalworkerssoPnLgs.Thealwag,ew,isthe
nominalwagedividedbythepriceofoutput,sothefirmwillhireadditionalwork
asthemarginalproductoflaborisgreaterthantherealwage:
W
MPL>
P
.
Themarginalproductoflaborwilldecreaseasthefirmhiresmoreworkers—duetodiminishingmarginalreturns.Thefirmwillcontinuetohiremorelaboruntil
W
MPL=
P
.
Iftherealwagedecreases,thefirmwillhireadditionalworkersuntilthemarginal
productoflaborfallsenoughtorestoretheaboveequality.Iftherealwagedecreasfirmwilllayoffworkersuntilthemarginalproductoflaborrisesenoughtorestorethe
equality.Therefore,themarginalproductoflaborcurveisthedemandforlaborcursimilarargumentcanbemadeaboutafirmhiringcapital.Thechangeinprofitfrom
purchasingonemorecapitalgood,holdingthequantityoflaborconstant,is:
?ProfitPK–R.
Thefirmwillpurchasecapitalgoodswheneverthechangeinprofitisgreaterthan
orwheneverP×MPK>R.Therealrentalpriceofcapitatlh,e,ominalrentalprice
dividedbythepriceofoutput.Thefirmmaximizesprofit,sothefirmwillpurchase
goodswhenever:
R
MPK>
P
.
Themarginalproductwilldecreaseasthefirmpurchasesmorecapitalgoodsduetodiminishingmarginalreturns.Thefirmwillcontinuetopurchasecapitaluntil:
R
MPK=
P
.
Iftherentalcostdecreases,thefirmwillpurchasemorecapitalgoodsuntilthemaproductofcapitalfallsenoughtorestoretheaboveequality,andiftherentalpricerfirmwillletitscapitalstockwearoutuntilthemarginalproductofcapitalrisesenrestoretheequality.Therefore,themarginalproductofcapitalcurveisthedemandcforcapitalgoods.Whatistrueaboutasinglefirmistrueforeveryfirmintheeconomy.
Economistsoftenspeakoftheaggregatelabormarkaentdtheaggregatecapitalmar.ketThedemandcurvesslopedownward,reflectingdiminishingmarginalreturnstocapitalanlabor.Thesupplycurvesareverticallines,reflectingtheassumptionthatthequantity
supplieddoesnotrespondtochangesinprice.Theintersectionsofthedemandandcurvesdeterminetheequilibriumquantitiesofcapitalandlabor.
B.CombiningtheFactorMarketswiththeAggregateProductionFunction
Wecancombinetheequilibriumquantitiesofcapitalandlaborwiththeaggregateproductionfunctiontodeterminethelong-runequilibriumlevelofrealGDP.
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58Hubbard,O’Brien,andRafferty|Macroeconomics
C.WhatHasHappenedtotheRealWageandtheRealRentalCostofCapitalOverTime?
Therealrentalcostofcapital,calculatedasthemarginalproductofcapital,hasave$0.116ofrealGDPperdollarofcapitalbetween1949and2009andhasneverbeenfar
fromthisaverage.Therealwage,calculatedasthemarginalproductoflabor,hasincdramaticallysince1949.Therealwagewas$9.67perhourin1949,androseto$3hourin2009,foranaverageannualgrowthrateof2.2%.
D.Aggregation
Inreality,workersandfirmsarenotinterchangeable.Forexample,manyfinancialfirmsoffworkersduring2007–2009duetothefinancialcrisisandthefallingdemandfor
financialservices.Theseworkershaveaspecificsetofskillsthatdonotreadilytranothersectors.Likewise,capitalgoods,suchassoftware,thatareusefulinthefinancial
sector,arenotnecessarilyusefulinhighwayconstruction.Thesameistrueforthe
aggregateproductionfunction.Inreality,everyfirmhasitsownproductionfunction.
4.3AccountingforGrowthinRealGDP(pages120–126)
LearningObjective:Discussthecontributionsofcapital,labor,andefficiencytothe
growthrateofrealGDP.
ThecapitatockfortheUnitedStatwes7.4timeslargerin2009thanitwasin1949,
whilelaborandtotalfactorproductivitywerebothabouttwiceaslargein2009asRobertSolowofMIThasdevelopedaprocedureknownasgrowthaccountingtodeterhowmuchofthegrowthrateinrealGDPisduetoeachofthethreecauses.
A.AccountingforRealGDPGrowth
Weusethefollowingsymbols:
gY=growthrateofrealGDP
gK=growthrateofthecapitalstock
gL=growthrateoflaborhours
gA=growthrateoffactorproductivity
For194–92009,thesegrowthrateswere:
gY=3.29%
gK=3.39%
gL=1.09%
gA=1.41%
TheproductionfunctionofEquation(4.1)showshowcapital,labor,andtotalfactor
productivitydeterminetlelofrealGDP.Thefocusinthissecgtothisraotthe
ofrealGDPbyusingthefollowingequation:
g=g+(|1|g+(|2|g
YA3K3L.(4.5)
?2012PearsonEducation,Inc.PublishingasPrenticeHall
CHAPTER4|DeterminingAggregateProduction59
Thisisthebasicgrowthaccountingequation.Itallowsustodeterminethecontributi
eachcomponentoftheproductionfunctiontothegrowthofrealGDP.UsingthegrowthratesaboveandEquation(4.5):
ContributionoftotalfactorprodutAivit=y:1.41%
3K3
Contributionoflab:|g=(|2|(1.09)=0.73%
Contributionofcapit(|a:|g=(|1|(3.39)=1.13%
3L3
TherelativesharetothegrowthrateofrealGDPis’sthoniuptntdividedby
thegrowthrateofrealGDP.Tofindtherelativeshareofcapital,laborandtotalfactorproductivity,wecandivideEquationg(Y4:.5)by
g3g3g
1=(|gA|+(|牋1|(|gK|+(|2|(|gL|
YYY.
(4.6)
SubstitutingtheabovevaluesintoEquation(4.6),therelativeshareoftotalfactorproductivitygrowthis:
g3.29
(|gA|=(|1.41|=0.429,r42.9%.
Y
Therelativeshareofcapitalgrowthis:
3g?3.29
(|1|(|gK|=(|1|(|3.39|=0.343,r34.3%
Y
.
Therelativeshareoflaborgrowthis:
3g?3.29
(|2|(|gL|=(|2|(|1.09|=0.221,r22.1%
Y
.
ThetwomostimportantdeterminantsofthegrowthrateofrealGDParethegrowthcapitalgoodsandthegrowthrateoftotalfactorproductivity.Totalfactorproductivity
growthaloneaccountsfornearly43percentofthegrowthinU.S.realGDP.Thatmechangesintechnology,theskilllevelofthelaborforce,improvementsinorganizationotherintangiblefactorshavebeenthemostimportantdeterminantsofeconomicgrowth.
B.AccountingforLaborProductivityGrowth
Toexplainthegrowthoflaborproductivity,wecanuseamodifiedversionoftheCobb-
Douglasproductionfunction.Thefunctionhasconstantreturnstoscaleobymultiplyin
andLby/wehave:
?2012PearsonEducation,Inc.PublishingasPrenticeHall
60Hubbard,O’Brien,andRafferty|Macroeconomics
LLLL
Y=AF(|K,|=AF(|K|
Outputperhourworked,orlaborproductivityis:
Y
y=
L
.
Thecapital-laborratioisthedollarvalueofcapitalgoodsperunitoflabor,measuredaseitherthedollarvalueofcapitaldividedbythetotalnumberofhoursworkedorasthe
dollarvalueofcapitaldividedbythetotalnumberofworkers.Thecapital-laborratioc
writtenas:
K
k=
L
.
Ignoringthe1:
yf(k).
Becausetheshareofcapitalinincomeisone-third,wehave:
y=Ak13
(4.7)
Solaborproductivitydependsontotalfactorproductivityandthecapital-laborratio.
IntheappendixtothechapterthefollowingequationsfortheabsoluteandrelativecontributionstothegrowthrateofrealGDPperhourworkedarederived:
yA3K,
g=g+(|1|g
and
1=||g+|3|||g.
(g(1(g
C.TotalFactorProductivityastheUltimateSourceofGrowth
(4.8)
(4.9)
Capitalaccumulationissubjecttodiminishingmarginalreturns.Foreconomicgrowthtosustainable,itmustbedrivenbyincreasesintotalfactorproductivity.IntheUnitedentrepreneursandmanagersareundercompetitivepressurefromotherfirms.Thedrivforprofitprovidesanincentivefortechnologicalchange.Inmarketeconomies,peoplewhavetheirownmoneyonthelinemakedecisionsaboutwhichinvestmentstomakeand
whichtechnol
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