Macroeconomic Statistical Relationships in the Japanese Economy
著者 MIYAZAKI Koichi
出版者 Institute of Comparative Economic Studies, Hosei University
journal or
publication title
Journal of International Economic Studies
volume 2
page range 95‑112
year 1987‑03
URL http://doi.org/10.15002/00002072
JournaloflntemationalEconomicStudies(1987)No.2,95-112 o1987ThelnstituteofComparativeEconomicStudies,HoseiUniversity
MACROECONOMICSTATISnCALRELATIONSH四S INTHEJAPANESEECONOMY
KoichiMIYAZAKI
Em/bsso必死“ノひQ/Ebo"o、に3,〃、sei【ノ""αmy
ThispaperdiscussessomestatisticalrelationshipsobservedintheJapaneseeconomyduringaboutthel960s andl970s・Thestatisticalfactsdealtwithinthispapertaketheformofcorrelationcoefficientsbetweenvarious pairsofmacroeconomictimeseriesvariables・TheselectioncriterionfOrthepairsofeconomicvariablesisthat theyaェeinterestingtheoreticaUy,ThetaskoftheoreticaUysystematizmgtheeco肋omic勉ctsobtahDedandex‐
aminingthemmmoredetail,willbedoneinafUturepaper・A1ongwiththecorrelationcoefTicientand,msome● cases,thecorTespondinggraphs,ofeachpairofeconomicvariables,someexplanationwmbeprovidedastowhy
thepaiIisinteresting.
1.TheAveragePropensitytoSaveandNonJContractCashEamings
Letusflrstlookatthefbllowmgexample.(thepersonalpropensitytosave)vs.
(consumerTriceinf1ation)
63.6%(56-81)
62.1%(56-73)
WereadsuchanexpressionasfbUows.‘AVS.B,meansthepairofvariables concemedlnthisexampleAisthepersonalaveragepropensitytosaveandBis
consumer-pricemflation、ThesourcesanddetailedstatisticaldefmitionsofthesevariablesareglveninTheExplanationsandSourcesof、EconomicVariables,in AppendixThefigures63、6%(56-81)refertothecorrelationcoefficient(R2)
betweenAandBfbrtheperiodofl956throughl98LSimilarly62、1%(56-73)
referstothecorrelationcoefficientbetweenAandBfbrtheperiodofl956through
l973,
Thehighpositivecorrelationbetweenthesavingratioandinf1ation,indicatedin Relation(1),isinterestmgandwecontinuebyinvestigatingthecorrelationbetween
thefbllowmgvariables.
(thepersonalpropensitytosave)vs.
(therateofincreaseinthenominalwage-rate)
29.2%(56-81)(2)
81.2%(56-73)
59.9%(74-81)
*)TheR2va1uesforthecorrclationbetwecntherateofincreascofthcconsumerpriceindexandtherateof mcreaseinthemominalwage-ratearecalculatedaS25.6%(52-66),85.2%(67-73),95.5%(74-81),and
45.5%(67-81).
-95-
KoichiMIYAZAKI
Sincewealsoknowthatthereisafairlyhighpositivecorrelationbetweenconsumer-
priceinflationandnominal-wageinflation*〕Relation(1)maybeduetotherela-
tionindicatedbyRelation(2).Thisdoesnotmean,ofcourse,thatwemaintain thatthecausalorderisone-wayfromnominal-wageinflationtoconsumelTrice innation・InconnectionwithRelation(2),wealsohave
(thepersonalpropensitytosave)vs.
(thenon-contractcasheammgsratio)
86.5%(56-81)(3)
Thenon-contractcashearningsincludebonuspayments,andthenon-contractcash earningsratioistheratioofthenon-contractcashearningstototaleamingsper
regularworker,ThisRelation(3)seemstoprovideacluetounderstandin2Relation
(1).Relation(3)maybeinterpretedasfbllows:Whentherateofincreaseinthe nominalwage-rateishigh(low),thenon-contractcasheamingsratiownlbehigh (low)becausethemacroeconomicconditionswillbegood(bad)thenThehighnon- contractcashearningsratiomeansahighratioofbonuspaymentstototalearnings,andifamaJorpartofthebonuspaymentsissavedthenthepropensitytosavewill behighThefirstofthosetwosuppositionsmaybepartlysustainedbythefbllow- ingcorrelation.
(thenon-contractcasheammgsratio)vs.
(therateofincreaseinthenominalwage-rate)
37.9%(54-81)(seeFigl)
809%(54-73)(seeFig.1-1)(4)
83.9%(74-81)(seeFig.1-2)
2 1 7I 8 9 0 0% 0 0 0 01 0 0 回
④】ロヱー①山口三一句EEcZQ二一ロー専闇の』:】}CQ]畠①二一
 ̄
辺 囮
四国四国囮図画回国囮國|図画図画回国図画匝匝
図画 図
国
20.0025.0030.00
(%)
theNonContractCashEamingsRatio 15.00
10.00 5.00
0.0
1954-81
Fig.1
-96-
MACROECONOMICSTATlSTICALRELATIONSHIPSINTHEJAPANESEECONOMY
01 0 0 ,% 0 0 0
4! 6 3 0 2 1 ④一旬隼①胃三一呵昌EC室⑩二]臣一色:⑭8■ご◎⑭】■崖①二] 回国回国
図画画
国画画同同 国
図画 図 回
国 国
1 、50 15.00 17.50 20.00 22.50 25.00 27,50
(%)
thelVon・ContractCashEarningsRatio (1954-73)
Fig.1-1
01 0 0 0% 0 0 0
71 8 9 0 2 1
①』畠農因三一句唇ECZ⑩二】E:35臣ご◎①]畠⑭二]
回
囮固
囮
固四図
回2 00 25.50 26.00 26.50 27.00 27.50 28.00
(%)
tlMJNonContractCasllEarningSRatio (1974-81)
Fig.1-2
Itseemsimportanttodistinguishovertimeworkhoursfromthenon-contractcash earningsinthiscontext、For,asthefbllowingresultindicates,thecorrelationbe-
tweenthesetwoisnegativeforl954-81.
(thenon-contractcashearningsratio)vs.
(thenon-scheduledworkhoursratio)
-23.7%(54-81)(5)
wherethenon-scheduledworkhoursconsistofovertimeworkhourswhichiscalled
`zangy6、workhoursNeverthelessitisremarkabletoseethat
(thenon-scheduledworkhoUrsratio)vs.
-97-
KoichiMIYAZAK1
(thejob-offBrratio)
00%(56-81)(6)
whichindicatesthattheoveraUcorrelationbetweenthenon-scheduledworkhours ratioandthejob-offerratio(thatis,theratioofjob-offerstoapplicants,ofnon‐
regularandpart-timeworkers)iszeroComparethisRelation(6)withthefbllowing
Relation(7).
(thenon-contractcasheamingsratio)vs.
(thejob-offbrratio)
37.0%(56-81)
70.0%(56-73)(seeFig2-1)(7)
89.0%(74-81)(seeFig.2-2)
1.80
囮囮回匝
画1.20
苗崖出④学云)’二.『⑲二]
画画 図画匝 回
囮 国 回
0.60
国匡1厘
0.0
24.0026.0028.00
(%)
theNon、ContrnctCushEarningsRatio 22.00
20.00 18.00
16.00
(1956-73)
Fig.2-1
1.25 回
C宮甸些出①軍()tpC『④吾
1.00
図画固囮
両一0.75
回固
0.5
27.0027.5028.00
(%)
theNon・ContTactCashEarningsRatio 26.50
26.60 25.50
25.00
(1974-81)
Fig.2-2 -98-
MACROECONOMICSTATISTICALRELATIONSHIPSINTHEJAPANESEECONOMY
Thus,thebetterthejob-ofTercondition,thehigherthenon-contractcashearnings・
ThecloserelationbetweenRelations(4)and(7)willbeveryclearlysustainedby Relation(8)inthefbUowingsectionThisRelation(8)indicatesthatthedemand‐
fb形laborcondition(whichistakenasanmnportantmacroeconomiccondition)is highlycorrelatedwiththerateofmcreasemthenominalwage-rate.
2.TheJob-offerRatioasanlndexofWorkIntensity
Firstletushavealookatthefbllowing.(thejob-offbrratio)vs.
(therateofinclCaseinthenommalwage-rate)
91.1%(56-73)(seeFig.3-1)
76.2%(74-81)(seeFig3-2) (8)
01 0 0 0% 0 0 0 4く6 8 0 2 1 ①曽座‐①欝三一目』EcZ⑭二]g①:①出目】]。①]何酉①二一
国
囮固唾
画
図画回国囮|型回
国国
国 画
0.0 0.30 0.60 0.90 1.20 1.50 1.80
(%)
theJob・OlYerRatio 1956-73)
Fig.3-1
7く8 9 0 2 1 ①]畠‐馳甸三一甸昌ECze二]巨一①⑩ロ①b回国c①]畠の君の
、00
%) 厄
00
囮 囮
回国00
図圃匝1
0
0.50 0.62 0.75 0.87 1.00 1.12 1.25
(1974-81) theJobOfferRatio (%)
Fig.3-2
99
KoichiMIYAZAKI
ThisrelationmaybesaidtobeananalogueofthePhnlipscurvewhichwasoriginally atrade-offrelationshipbetweentherateofunemploymentandtherateofmcrease
inthenominalwage-rateThehighcorrelationofRelation(8)canbeinterpretedtomeanthat,whenthelabormalket(fbrpart-timeworkers,etc)istight,sothat
thereexistssomeexcessdemandinthelabormarket,andtherateofincreaseinthenominalwage-rateisgreater(whichisthePhillipsexplanation).However,thereis anotherwayofexplainingRelation(8).Thatis,somegeneralbusinesscondition,
suchasthatmeasuredbythejob-ofTerfatio,willbepositivelycorrelatedwiththe
revenueconditionsoffirms・Therevenueconditioncouldbeimprovedbynotonlyg1℃aterquantitiessoldbutalsobyanaccelerationoftheinflationofthepricesof theproducts・Whenthefirm,srevenueconditionsarebetter,thelaborunionswill obtainahigherrateofincreaseinthenominalwage-rateThisexplanationdiffers fromthefbrmerexplanationinthatitdoesnotdependontheassumptionthat
thereexistsanexcessdemand(orexcesssupply)inthelabormalketwheneverthenominalwage-rateincreases(decreases).Infactwehavethefbllowingrelation- shipsinfnvorofthislatterexplanation
(therateofincreaseinthenominalwage-rate)vs.
(thewholesale-pricemnation)
35.6%(52-81)(seeFig.4)
88.0%(67-73)(seeFig4-1)(9)
66.8%(74-81)(seeFig.4-2)
01 0 0 0 0 0 0% 7く8 9 0 2 1
旦畠「・欝彦一目一E・Z。二一E『。:::己。2畠。言
画
回国画 囮同同囮回国図 国岡、同国画同両 囮図画画
国画
回 画
国
37.50
(%)
30.00 22.50
15.00 7.50
7.50 0.0
theRateoflnCreaSeintlleWhoIesaIePricelndex (1952-81)
Fig.4
-100-
MACROECONOMICSTATISTICALRELATIONSHIPSINTHEJAPANESEECONOMY
01 0 0 0% 0 0 0 7く8 9 0 2 1 .]畠‐・凶”二一:肩・Z。二]E・鋤55巨『]:]畠。二一
固画因 匝1岡同
-7.50
(1967-73)
0.0 7.50 15.0022.5030.0037.50
(%)
theRateoflncreaseintIueWholesalePricelndex
Fig、4-1
7I 8 9 0 2 1 2塁‐・凹慰芦一画EE・Z。二]巨一・緬圃・』・ここ:】凸。吾
、00
%) 回
、00
固固
00
四 囮
四回
、0
-7.50 0.0 7.50 15.00 22.50 30.00 37.50
(%)
theRateoflncreaseintheWhoIesaIePricelndex (1974-81)
Fig.42
-101-
KoichiMIYAZAKI
(thejob-offErratio)vs.
(wholesale-priceinHation)
444%(58-66)
83.0%(67-73)
87.0%(74-81)
(seeFig.5-1)
(seeFig5-2)
(10)
1. 80
◎二飼笙h⑩逵○0三.『④言
1. 50
画 回
回国回
20 1.
画
,OL
-3.50 0.17.50
(%)
14.00 10.50
7,00 3.50
0.0
theRMeoflnc】・CascintheWIuoIcsalePricelndGx (1967-73)
Fig.5-1
、25
回
C宕甸便{埆四逹○’一s『①二]
1.00
0.75
回国囮
国回回
0.50L
-7.50 37.50
(%)
30.00 22.50
15.00 7.50
0.0
tlueRntGOflncreaseintheWl1olesalePricelndGx (1974-81)
Fig.5-2
-102-
MACROECONOMICSTATISTICALRELATIONSHIPSINTHEJAPANESEECONOMY
BehindRelation(9),thatis,thecorrelationbetweenthewage-rateinflationandthe wholesale-priceinfIation,boththecommoditymarketandthelabormarket(inthe aggregate)shouldbeconsidered・Thecosteffbctofariseinthenommalwage-rate istoshiftupwardthesupplycurvesfbrallcommodities,whichtendstoraisethe generallevelof(wholesale)prices・Further,commoditypricemflationtendsto shiftupthemargmalefficiencyschedulefbrcapital(i、e,thedemandcurvefbr investment)andhencetoshiftupthedemandcurvefbrlabor・Therefbreprice
inHationhasatendencytoraisethenominalwage-ratedeterminedinthelabormarket、Thelattercausaleffectfromprice-inflationtowage-infIationmaybecoL nectedwiththePhillipsPMundelleffbct,thatis,whentheexpectedprice-inflationis
high,thedemandfbrcommoditiesisstron9.ThiSefTectisalsorelatedtoRelation(10)abovaArisemtheexpectedrateofprice-inflationtendstoshiftupthede- mandculvefbrmvestmentHenceitalsotendstoshiftupboththeaggregate
demandculvefbrcommoditiesandthedemandculvefbrlabor、Therefbreittendstoraisethejob-offerratiQWeassumeherethatwhentheactualwholesale-price infIationrateishigh,theexpectedwholesale-priceinnationisalsohigh,sothatthe actualinflationtendstobecorrelatedpositivelywiththejob-ofTerratio・
However,thecausalorderfromthejob-offbrratiotoinnationcannotbeeasily neglected・Whenthedemandfbrlaborisstrong,thewage-innationwnlbehigh,so
thattheprice-mflationwillbealsohighduetocosteffects・
Directlyrelatedtothetitleofthissectionisthefbllowing.
(thejob-ofTerratio)vs.(theoperatingratio)
67.8%(61-81)(seeFig6)(11)
130.
(1975=10 0
0) 画
囮 囮
回
● ● nm叩)(、叩》(四〃】口■■△■■■△ 可■0一一一■墜凶臣一一⑤■①(]〔)④二』
0 囮
図画匝回四回
回 回
図画囮国
囮
100. 0
0.50 0.75 1.00 1.25 1.50 1.75 2.00
(%)
theJobOHerRatio (1961-81)
Fig.6
Theoperatmgratioor,capacityutUizationrate,isdefinedasthedegreeofutUiza- tionofproductioncapacity,thatis,theratiooftheproductionindextotheproduc- tioncapacitymdex・Theoperatmgratioishighwhentheexistingcapitalstock (machinery,equipmentandbuildingsfbrproductiveuse)isheavilyutilized、Relation
-103-
KoichiMIYAZAKI
(11)indicatesthatproductioncapacityismoreheavilyutUizedwhenthedemand forlabor,fbrbothregularandpart-timeworker,isstrongerProductioncapacityis moreutilizedwhenandonlywhenlaborismoreintensivelyemployed.`Employed, meansherethatpotentialproductivity,mainlyofregularworkers,isrealizedMore intensiveuseoftheworkhoursoftheaverageregularworker,ratherthanextraor additionalworkhours,iswhatitmeanstosaythatlaborismoreintensivelyem- ployedTheaboveRelation(9)issignifIcantinthatitstatisticallyconnectsthe degreeofworkintensityofanaverageworkhourofaregularworlGerwiththe demand-and-supplyconditionofthenon-regularlabormarketindicatedbythejob‐
offCrratioByRelation(11)wecanexaminethedemandconditionofllotonly non-regular,butalsoregularlabor,asindicatedbythejob-offBrratio・
Thejob-offbrratio,ortheratioofjob-offerstoapplicants,indicatesameasure ofstrengthofthedemandfbrnon-regularworkers,thosepeoplewhoarebetween jobsandpart-timeworkers・Itdoesnotmcludenewgraduates・Itdoesnotdirectly
measuredemandconditionsfOrregularworkers・However,sincetheoperatingratio andthedegreeofutUizationofproductioncapacitywillbehighwhenthejob-offer ratioishigh(Relation(11)),thejob-offerratiomayalsobeviewedasanindicatorof demandconditionsfbrregularworkers・Those(regular)alreadyemployedworkers maybefimctioningasflexible,buffe猴likesuppliersofadditionallabor,additional inthesenseofanadditiontotheintensityofworkincludedmoneunitofabsolute wolktime・Theadditionallaborinthissensewillbeinevitablyconcealedbehindthe statisticalfiguresofthejob-offerratio、Thejob-offerratiooftentakesafigurewide- lydifferentfiomunity,andwewouldnotbewrongintakingitasimplyingarela‐
tivelylargeexcessoftotaldemand(supply)overtotalsupply(demand)oflabor.
3.TheJob-offerRatioamdlnfIation
AlongwithRelation(10)wealsohavethefbllowingrelationships(l2Ml3),
and(14).
(thejob-offerratio)vs.(consumelTriceinflation)
55.5%(56-74)
50.3%(58-66) (12)
88.6%(67-73)
69.3%(74-81)
Thedemand-fo形laborconditionindicatedbythejob-offerratioisalsohighly correlatedwithfbreigneconomicconditionssuchastheimport-andexport-price
innations.
(thejob-ofTerratio)vs.(import-goodpriceinflation)
770%(58-66)
840%(67-73)(13)
79.4%(74-81)
and(thejob-offerratio)vs.(export-goodpriceinflation)
13.4%(58-66)
81.3%(67-73)(14)
97.2%(74-81)
-104-
MACROECONOMICSTATISTICALRELATIONSHIPSINTHEJAPANESEECONOMY
AsstatisticallyverifIedbelow(Relation(15)),theimport-goodpriceinflationand theexport-goodpriceinnationarehighlycolTelatedwitheachother,sothatwemay regardbothofthesemeasuresasmdicatorsofthewolldeconomicconditionFrom thisviewpomt,Relations(13)and(14)canbeinterpretedtosignifythesamething:
thatthedomesticdemand-fbHaborishighlyaffectedbyconditionsoftheworld
economy.
(import-goodpriceinflation)vs.
(export-goodpricemnation)
48.6%(58-66)
86.4%(67-73)(15)
87.7%(74-81)
AtthebeginningofSection2,wesawthehighcorrelationbetweenthejob-offer ratioandthenominalwageinflation,andconsideredtwopossibleexplanations・
Thesecondofthoseappearsmorepersuasivethanbefbre,ifwetakefbreigneco‐
nomicfactorsinconsiderationThisisbecausethenominal-wageinnationissome- whatconPelatedwiththeimport-goodpricemflation.
(import-goodpricemflation)vs.
(therateofmcreasemthenominalwage-rate)
40.0%(53-73) (16)
50.5%(74-81)
TwoviewpomtsregardmgRelation(16)arepossible・Oneistoviewitasfairly correlate。,andtheotheristoviewitasalowcorrc1ationFromtheflrstview,the correlationbetweenthejob-offbrratioandthenominal-wagemflatio、(Relation (8))looksaboutthesameastheco汀elationbetweenthejob-ofTerratioandthe import(orexport)-goodpricemflation(Relation(13)or(14))andwemayexplain thefbnnerinawaysimilartothatoftheexplanationfbrthelatter・Thatis,the demand-fblmaborconditionmdicatedbythejob-offerratioisgoodifthedemand fbrcommoditiesisstrong,andthecommoditydemandwnlbestrongwhenthe domesticandwolldpricemflations,includmgthenommalPwageinnation,arehigh・
ThesecondexplanationinSection2saysthatthebusinessconditions(orthelevel ofcommodity-demand)isgoodifdomesticpricemflationishigh,andwemayex‐
tendsuchapropositiontotheworldeconomy・Namely,whentheimportorexport‐
goodpricemflationishigdl,worldcommoditydemandisstrong,sothatthedome3 ticjob-offerratioishigh・Andbehmdthisproposition,thePhnnps-Mundellrelation maybeconsideredasitspossiblethoereticalbasia
Ontheotherhand,ifwetakethesecondviewtoregardRelation(16),asbemg nothighlyconPelated,itwmbemorepersuasivetosaythatstrongerdomesticde‐
mandfbrgoodsandlaborraiseswage-mnationFor,ifthecorrelationbetweenthe nominal-wageinnationandtheworldpricemflationisnotstrong,whereasthe colTelationbetweenthefbrmerandthejob-offerratiojSstrong(Relation(8)),then wewmhavetosaythatitwnlbethejob-offerratioratherthantheworldprice infl9tionthatmorestronglyexplamsthemovementofnominal-wageinflation
Above,wedistinguishedbetweentwoviewsastohowstronglytoregardthe correlationmRelation(16).NowletustumtoRelation(10)inSection2・As statedmthatsection,therecanbetwoexplanationsfOrthisRelation(10Loneis toexplainitbythecausalorderfromwholesale-pricemflationtothejob-offerratio,
-105-
KoichjMIYAZAKI
andtheotheristoexplainitbythereverseorderThefirstisrelatedtothePhmipsF
Mundelleffect、Relation(10),concerningtherelationshipbetweenthejob-offer ratioandthedomesticpricemflation,providespercentagefiguねsaslargeasthosewhichRelations(13)or(14)show(whichrelatethejob-offbrratiotofOreignprice
inflation).Inthisconnectionwealsohave
(wholesale-pricemnation)vs.
(import-goodpriceinnation)
889%(53-81)
76.1%(53-73)(17)
92.9%(74-81)
(wholesale-pIicemnation)vs.
(export-goodpriceinflation)
16.2%(53-57)
59.3%(58-66) (18)
74.6%(67-73)
905%(74-81)
WeremarkthatthecolTelationsbetweenthedomesticwholesale-priceinflationand thefbreigninflationratesarehighermthemorerecentperiodsthaninearlierones・
Togetherwiththeserelationships(17)and(18),Relation(10)inSection2 seemsverysimnartoRelations(13)and(14).Andasimilareconomiclogiccanbe consideredbehindanyoneofthosethreerelationsllips、Thatis,thehigheristherate ofmfIation,thebetterwUlbethedomesticdemandfOrlabor、Furthermore,ifwe canassumethatthedomesticeconomicconditionshavelittleinfluenceonworld inflation(thesocalled‘smallcountry,assumption),wecamothelpbutexplain Relations(13)and(14)bythecausalorderfiomworldinfIationtothejob-offer ratio・AndthePhiUip3Mundelleffect(seethepartofSection3belowRelation(10))
wouldberelevantinthiscontext・ByRelations(17)and(18),wewillarguethat wholesale-pricemflationoccursbecauseworldmnationoccursfbrwewillnotbe abletoarguetheotherwayaroundbythesmall-countryassumptionThehighcor‐
relationofRelation(10)mSection2willthenbeexplainedbythecausalorder fiFomwholesale-pnceinnationtothejob-ofHerratio・
HoweveritisstiUanopenquestionastowhetherthesmalLcountryassumptiOn appliestotheJapaneseeconomy,anditshouldbeinvestigatedastowhatperiods itmaybesoregarded、Therefbre,itisstilltobedecidedwhichcausalorderingis thestrongerinexplammgRelation(10)inSection2.
4.EconomicGrowthandtheLaborProductivity A1ongwithRelatioM11)inSection2,wealsohave
(theoperatingratio)vs.
(therateofincreasemlabo形productivity)
43.3%(61-81)
47.4%(61-73)
21.0%(74-81) (19)
-106-
MACROECONOMICSTATISTICALRELATIONSHIPSINTHEJAPANESEECONOMY
whichshowsthattherateofincreasemlabolTroductivity(productionperworker)
ispositivelycorrelatedwiththeoperatingratio・ThereasonfOrthisresultmaybe clalifiedbythefbllowing.
(therateofincreaseinlabolTroductivity)vs.
(therateofincreaseinindustrialproduction)
802%(61-81)(20)
Thatis,therateofincreaseinlabolTroductivityishighwhentherateofincrease inthelevelofrealindustlialproductionishighlnotherwords,laborTroductivity increasesmorewhenthedemandfbrcommoditiesrisesatagreaterpace,andthe operatingratioandthejob-offerratioarebothlarge
lntheprocessofeconomicgrowth,thelevelofrealinvestment(peryear)will increaseatamoreorlesssteadyrateandtherateofincreaseinrealinvestmentmay beexpectedtobepositivelycorrelatedwiththedemand-for-1aborconditionHow‐
everwehavethefbllowingresult.
(therateofincreaseinrealprivateinvestment)vs
(thejob-offerratio)
00%(56-81)(21)
Thisresultiscontrarytotheaboveexpectation・Inasimnarsensewealsohave
(therateofincreaseinrealGNP)vs.
(thejob-offbrratio)
0.0%(56-81)(22)
Howeveritisremarkableand,inasense,alittlesurprisingthattherateofincrease inrealprivateinvestmentishighlypositivelycorrelatedwithrhelare〃j"creqsein thelevelofthejob-ofYerratioitself
(therateofincreaseinrealprivateinvestment)vs.
(therateofincreaseinthejob-offcrratio)
63.7%(57-81)(seeFig.7)(23)
50.0 (%)
旨⑩E]晩①シニの温夛官色【甸彰崖匡①吻呵①出U臣『]C①】甸崖①二]
囮 国回 国回 囮図画 画 画囮 画匝 回
25.0 回
図 囮
回回 囮
国国 回
0.0
囮
25.0
52.5 17.535.052,5
(%)
theRateoflncreaseintheJobOflCrRatio
35.0 17,5 0.0
Fig.7
(1957-81
107
KoichiMIYAZAKI
Theresultofsuchahighcorrelationdoesnotdiffereveninthecaseinwhich investmentcoversnotonlyprivatebutalsopublicinvestmentaswellashousing (thatis,coversall`realdomesticcapitalfbrmation').
(therateofincreaseinrealdomesticcapitalfbrmation)vs.
(therateofincreaseinthejob-offerratio)
619%(57-81)(24)
Inpart,thepercentagefigureinRelation(24)isashighasthatofRelation(23)
becausetheshareofprivatemvestmentintotalcapitalfbmationislalgelnasimilar
sensewealsohave
(therateofincreaseinrealprivatecapitalfbrmation)vs.
(therateofincreaseinthejob-ofYerratio)
61.4%(57-81)(25)
Theseresultsmayindicatethatthelevelofthejob-offerratiofluctuatesinabusi- nesscycle,risinginthephaseofrecoveryorexpansionandfallinginthephaseof recessionorcontractionTheeconomywillkeepgrowing,onanaverage,insucha
`businesscycle,,sothatrealinvestmentitselfwillalsotendtogrow・Thusrherare
〃j"creaseinthejob-offerratiomaybeviewedasanindicatorofadifferentaspect ofbusinessconditionsthanthejob-offerratioitselfNowitisinterestingtoseethat
(therateofincreaseinlabomroductivity)vs.
(therateofincreasemthejob-offerratio)
88」%(61-81)(seeFig8)(26)
100.0
(%)
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50.0
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0.0
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0.0 4.00 8.00 12.0016.0020.00
(%)
theRateofIncreaseinLaboT-Probuctivity
Fig.8
thatis,therateofincreaseinlabor-productivityisstronglycolTelatedwiththeindex ofthechmgemthedemand-fblLIaborconditionlfwetakethelevelofthejob‐
offbrratioitselfinsteadofitsrateofincrease,wehavethefbllowingresult.
(therateofincreaseinlabor-productivity)vs.
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MACROECONOMICSTATISTICALRELATIONSHIPSINTHEJAPANESEECONOMY
(thejob-offerratio)
28.8%(61-73) (27)
-86%(74-81)
SeealsoRelation(19).ThoughRelation(19)showsafairlygoodcorrelation (43.3%)betweentheoperatingratioandtherateofincreaseinlabolTroductivity,
thepictureofthebusinesscycleamidgeneraleconomicgrowth,discussedabove,
willbefUrtherconfIrmedbythefbllowingresult.
(therateofincreaseintheoperatingratio)vs.
(therateofincreaseinlabor-productivity)
83.4%(62-81)(seeFig.9)
98.4%(62-66) (28)
90.5%(67-73)
97.0%(74-81)
回国回国囮図
01 0 0 0 0% 0 0
● ● ● 8く9 0 9 1
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回国囮 囮 回
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15.00 10.00 5.00 0.0 5.0010.0015.00
(%)
theRateoflncreaseintheOperatingRatio (1962-81
Fig.9
ThustheoperatmgratiotendstoincreasemoreinthephaseofrecoveryorexpaL sionandless(algebraically)inthephaseofrecessionorcontraction,aroundthe generaltrendofsteadyeconomicgrowth
ThefbllowingRelation(29)seemsunderstandableasconsistentwithRelation (23)and(26).
(therateofincreaseinrealprivateinvestment)vs.
(therateofincreaseinlabolTroductivity)
61.9%(61-81)(29)
Itisinterestingtoseethat
(therateofmcreaseinthejob-offerratio)vs.
(therateofincreasemtheoperatingratio)
77.4%(62-81)(seeFiglO)(30)
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KoichiMIYAZAKU
01 0 0 0 0% 0 0 0 0く5 5 1
昌扇崖揖・岩‐□。『。二]言…:E]}:》畠。二一 回国回国国図回
四画囮図画
国画回 回 囮
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囮
-15.00-10.00-5.00
(1962-81)
0.0 5.0010.0015.00
(%)
theRateoflncreulseintheOperatingRatio Fig.10
thiscompareswithRelation(11)inSection2,whichrelatesthejob-offerratioand theoperatingratiothemselves,andgivesacorrelationcoefficientof67.8%(61-
81).
5.ThelmcreaseinLaborProductivityandtheRateoftheWagelnflation
LetuslookatthefbUowingrelation
(thcrateofincreaseinlabor-productivity)vs.
(therateofincreaseinthenominalwage-rate)
2.0%(61-81)
359%(61-73)(31)
-20.7%(74-81)
Macroeconomicsoftenteachesthatthellighertherateofincreaseinlabo形
productivity,thehigherwillbetherateofincreaseinthenominalwage-rate・But thisconventionalassertionmaybeempiricallyrejectedbytheaboveRelation(31).
However,whenweconsiderthefirstdifYerencesinwage-infIation,wegetthefbllow‐
ingresultofRelation(32).
(theincreasefTomthepreviousyearoftherateofincreaseinthe nominalwage-rate)vs.
(therateofincreaseinlabolTroductivity)
544%(61-81)(seeFigll)
69.8%(61-66)
(32)
69.1%(67-73)
39.4%(74-81)
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MACROECONOM1CSTATISTICALRELATIONSHlPSINTHEJAPANESEECONOMY
01 0 0 0 0 0 0% 8く9 0 9 1
倉冨一]目で2巳阻Csq』E④爵色』U目}。④]呵崖①二] 回国回国四国匝匝図画図画
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囚 囮
-12.00-8.00-4.000.04.008.00
(%)
thelncTeasefromthePreviousYearo【theRateMIncreaseintheNominalWuge-Rate 16.00
Fig.11
Itisremarkabletoseethatthemcreqsemtherateofincreaseinthenominalwage- rateissignificantlyandpositivelycorrelatedwiththerateofincreaseinlabor- productivity(Theincreaseofthewage-inflationmayofcoursetakenegativevalueS).
ThisRelation(32)maybeunderstandableasconsistentwithRelation(8)inSection 2andRelations(28)and(30).Therateofincreaseinlabor-productivityishigh whentherateofincreaseininvestmentishighThegrowthrateofthelevelof production,andhencetherateofincreaseinlabor-productivity,willbehigher ifthegrowthrateofdemandfbrcommoditiesishigher、Andthegrowthrateof investmentishigherwhenthegrowthrateofdemandfbrcommoditiesishigher、
Butthegrowthrateofinvestmentishighlycorrelatedwiththe(rateoOj"creasc mthejob-offerratioratherthanwiththejob-offerratioitself(Relation(23))
Thejob-offerratioisstronglycorrelatedwithwage-inHation,sothatwealsohave asimilarhighcorrelationbetweentheminincrementalterms・HenceRelation(32).
ThisrefbrsusbacktoRelation(29)above・Inatheoreticalmodelofsteadyeco‐
nomicgrowth,labor-productivitymayriseataconstantrate,andinvestmentmay rlsealsoataconstantrate、Fromadifferentstandpoint,investmentraisespro‐
ductivity・Thirdly,asindicatedabove,theaggregatedemandfbrcommoditiestends tokeepstepwiththelevelofinvestmenLThesethreefactorsseemtoliebehind Relation(29).
Appemdix
TheSourcesandExplanationsoftheEconomicVariables
(1)personalpropensitytosave:KejzajYmmz,theEconomicPlanningBureau,
definedaspersonalsavingdividedbypersonaldisposableincome.
(2)consumer-priceinflation:Ecollo"zlicSmrjsがCSA"""α/,theBankofJapan,
definedastherateofincreaseintheconsumerpriceindexforallofJapan,
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KoichiMIYAZAKI
comparedwiththefigureoftheyearbefbre.
(3)rateofincreaseinthenominalwage-rate:ESA,comparedwiththefigureof theyearbefbre,manufacturing.
(4)non-contractcasheamingsratio:ES。,definedastheaveragenon-contract cashearningsdividedbytotalearningsforregularworker.
(5)non-scheduledworkhoursratio:ESA,definedasnon-scheduledaverage monthlyworkhoursfbrregularworkers,dividedbytotalaveragemonthly workhours,allindustriesexceptselvices.
(6)job-ofYerratio:EM,definedastheratioofjob-offerstoapplicants.
(7)wholesale-priceinHation:EEA,。efmedastherateofincreaseinthewholesale priceindex,comparedwiththefigureoftheyearbefbre
(8)operatingratio:ESAdefinedastheratiooftheindexofproductiontothe indexofproductivecapacity(bothseasonallyadjusted)totheproduction capacityindexusmgcomparablecommodities.
(9)import-goodpriceinHation:ESAdefinedastherateofincreaseintheim- portpriceindex,comparedwiththefigureoftheyearbefbre
(10)export-goodpriceinfIation:ESA,definedastherateofincreaseintheexport priceindex,comparedwiththefigureoftheyearbefbre.
(11)rateofincreaseinlabo炉productivity:ESA.
(12)rateofincreaseinindustrialproduction:ESA,definedastherateofincrease intheindexofindustrialproduction,inmmingandmanufacturing,compared withtheHgureoftheyearbefbre.
(13)realprivateinvestment:BIM,definedastherealgrossfixedcapitalfbnnation ofmachineryandequipmentintheprivatesector,anitemincludedinreal grossdomesticcapitalfbrmation.
(14)realdomesticcapitalfbrmation:ERAdefinedasrealgrossdomesticcapital fbrmationofprivateandgovernmentsectorsincludingincreaseininventories.
(15)rea]privatecapitalfbrmation:ESA,definedastherealgrossflxedcapital fOrmationoftheprivatesectorincludingprivateresidentialinvestment,
machineryandequipment.
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