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THE NEW INDONESIAN EQUALISATION TRANSFER
Blane D. Lewis
To cite this article: Blane D. Lewis (2001) THE NEW INDONESIAN EQUALISATION TRANSFER, Bulletin of Indonesian Economic Studies, 37:3, 325-343, DOI: 10.1080/00074910152669163 To link to this article: http://dx.doi.org/10.1080/00074910152669163
Published online: 17 Jun 2010.
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THE
NEW
INDONES IAN
EQUALIS ATION
TRANS FER
BlaneD.Lewis*
ResearchTriangleInstitute,NorthCarolina
Thispaperexaminestheintergovernmentalgeneralpurposeequalisation transfer (DAU)thatbeganoperatingin2001.First,a description of themechanismhigh
-lightsthesignificant distributional roleplayedbythe‘balancingfactor’relativeto the‘formula’,andthekeydifferences indistribution proceduresfordistricts/mu
-nicipalities andprovinces.Second,theapproachandmethodsareempirically ana
-lysedandevaluated.ThesumsavailabletotheDAUappearmorethansufficientto meetregionalgovernments’ netexpenditurerequirements,atleastinaggregate,and givensomecaveats.Theallocationmechanismhassomedesignflawsinbothits structure andthe methodsituses tooperationalise expenditure needsandfiscal capacity.Third,anexamination ofthe‘equalising’effects ofthetransfer scheme showsthatconclusions aboutequalisation dependverymuchonhowonedefines and operationalises the concept;policy makersneedto beclearabout whatthey wanttheDAUtoaccomplishinrespectofequalisation.
INTROD UCTION
Indonesiahasembarkeduponanambi
-tiousprogramoffiscaldecentralisation.
Theeffort has its genesis in two laws,
bothpromulgated inMay1999,oneon
administrative mattersandtheotheron
fiscaland finance issues(Republik In
-donesia1999a,1999b).1Thesetwolaws
have been supplemented by a large
number of implementing regulations.
Beginninginfiscalyear2001,provincial
and local governmentsassume major
newexpenditure responsibilities. Sub
-stantial functions for provinces have
been outlined in a 1999 government
regulation(RepublikIndonesia1999c).
Local government responsibilities, re
-grettably,havebeenonlyrathervaguely
definedviaa‘negativelist’,butarenone
-theless expected to be considerable.
Kabupatenandkota(districtsandmunici
-palities)essentially becomeresponsible
forallpublicservicesthatthecentraland
provincialgovernments donotdeliver,
at least in 11 important areas: public
works, health,education and culture,
agriculture, communications,industry
andtrade,capitalinvestment, environ
-ment,land,cooperatives andlabour.
Regionalgovernments havenot,un
-fortunately,beenawardednewauthor
-ity overany majortaxbases.2Districts
and municipalities will instead be al
-lowedtocreatetheirowntaxesthrough
local by-laws, provided they satisfy a
numberof‘goodtax’criteria(Republik
Indonesia 2000d). Regional govern
-mentsalsonowgainaccesstosignificant
amounts of natural resource revenues
(fromfisheries,forestry,mining,gasand
oil)3and,inaddition,receiveashareof
personalincometax.4Furthermore, two
grants have been created: the Dana
AlokasiUmum(DAU,GeneralPurpose
Fund)andDanaAlokasiKhusus(DAK,
SpecificPurpose Fund). The latter has
notyetbeenmadefullyoperational,and
the2001fiscalyear’sallocationsarerela
-tivelyinsignificant. Thesetwotransfers
together replace the old system of
SubsidiDaerahOtonom(SDO,Autono
-mous Region Subsidy) and Instruksi
Presiden (Inpres,Presidential Instruc
-tion)grants.5
ThemaingoaloftheDAU,according
to existing lawsand regulations, is to
‘makeeven thefiscal capacities of re
-gionalgovernments tofinancetheirex
-penditureneeds’.6Ithasthereforebeen
widelyreferred to asan ‘equalisation’
grant. The DAU will be a significant
source of finance for regionalgovern
-mentsin2001andbeyond;itwillfund
approximately one-third of provincial
andbetweentwo-thirdsandthree-quar
-tersoflocalgovernmentexpendituresin
this firstyear.And itwill clearlyoffer
regionalgovernmentsmoreflexibilityin
its usethan existed undertheold sys
-tem.Forthefirsttime,regionalgovern
-mentswillhavecompleteauthorityover
howtheyspendthegrant.
Itmaybehelpfultorecogniseatthe
outsetthatallocationproceduresdiffer
significantly betweendistricts/munici
-palitiesandprovinces.Thedistribution
mechanismfordistrictsandmunicipali
-tieswasdevelopedfirst,anditwassub
-sequently discovered that the same
mechanism could not be applied to
provinces.The particular reasons for
and consequencesof thiswill become
clearer below. Whilesome descriptive
referencesare made to provinces, the
empiricalfocus of the paperis onthe
DAUallocationmechanismsfordistricts
andmunicipalities.
ItisperhapsbesttothinkoftheDAU
allocation mechanism as being devel
-opedintwostages.Thefirstconsistsof
theproceduresgeneratedbytheMinis
-tryofFinance(MOF)duringtheperiod
upto15November2000,whentheallo
-cations were first approved by the
DewanPertimbangan OtonomiDaerah
(DPOD,RegionalAutonomyAdvisory
Co uncil) and (sem i-officially) an
-nouncedtodistricts/municipalitiesand
provinces.7Soonaftertheoriginalallo
-cations were announced, certain as
-sumptions in the draft state budget
(RAPBN,RancanganAnggaranPenda
-patandanBelanjaNegara)werealtered.
These changes (relating most impor
-tantlytothepriceofoilandtheforeign
exchangerate)resultedinanincreasein
thetotalamountofmoneyavailableto
theDAU, and this aggregateincrease,
ofcourse,necessitated achangeinindi
-vidualdistrict/municipalityandprovin
-cial allocations. The MOF took this
opportunity to make so me other
changestotheallocationsystemaswell.
Thesecondstage,therefore,comprises
theadjustments madetotheoriginalal
-locationproceduresthatresultedinthe
new distributions. These latter alloca
-tionswereapprovedbytheDPODand
ratifiedintheformofaPresidential De
-cision (R epublik Indo nesia 2001a)
signedbythethenpresidenton20De
-cember2000.
THEDAU
ALLOCATIONM ECHANISM
District/M unicipalityAllocations
District/municipalityDAU allocations
maybewritten:
DAUi=BFAi*+FAi+LSAi (1)
where BFA is the balancing factor
amount(andtheasterisk denotesad
-justmentstoitasdescribedbelow),FA
istheformulaamount,andLSAisthe
lumpsumamount.Thesubscriptire
-fers to district/municipality govern
BalancingFactorAmounts.Thebalanc
-ingfactorwas,ingeneral,conceivedof
asamechanismto‘preventadownturn
inthecapacityofregionalgovernments
to finance their new responsibilities’
(Republik Indonesia2000b: article 17).
Inactuality, it attemptstodo two dis
-tinct things at once. First, it aims to
operationalise a‘holdharmless’condi
-tion:toassureeachdistrict/municipal
-itythatitreceivesthisyear(2001)atleast
asmuch(innominalterms)asitdidin
thelastfiscalyear(2000)inannualised
SDOandInpresgrants.8Second,itseeks
toaccountforpossiblenewexpenditure
requirements thatresultfromthetrans
-ferofstaffandfunctions(i.e.salariesand
otherassociatedcosts)fromthecentral
government and its deconcentrated
agencies(kantor wilayahor kanwil and
kantordepartemenorkandep)todistricts/
municipalities. Thesenewrequirements
areassumedtobecoveredbya30%in
-crease in SDO and a 10% increase in
Inpresgrantsfromthepreviousyear.9
The basic balancing factor amount
canbewrittenas:
BFAi=1 3. ·SDOi+1 1. ·INPRESi (2)
whereSDO andInpres areannualised
nominalamountsfromFY2000.
The balancin g factor was subse
-quentlyadjustedforsomelocalgovern
-mentsaftertheaggregateamountofthe
DAUincreasedasaresultofthealtered
assum ptio ns in the draft budget.
Clearly,theallocations themselveshad
tobeadjustedtoreflectthenewbottom
line, although the particular adjust
-mentsmadetothemechanismwerenot,
ofcourse, required bytherise intotal
DAU.Adjustmentsmadeto theorigi
-nal distributions include those to in
-crease the fundingfor newly created
districts/municipalities, for example,
and were implemented by arbitrarily
increasingthecoefficients ofSDOand/
orInpresinequation(2)above.10Details
oftheseadjustmentsare notgenerally
available and theyarenotfurtherdis
-cussedhere.
Formula Amounts.In equationform,
theformulaamount(FA)fordistricts/
municipalities canbewrittenas:
FA DAU BFA FG
where DA UT1 represents the total
amountofDAUbudgetedfordistricts/
municipalities beforebasicassumptions
inthedraftbudgetwerechanged;BFA
isasdefinedabove;andFGisthefiscal
gap.
Thefiscalgapisdefinedasthediffer
-encebetween‘expenditureneeds’(EN)
and‘fiscalcapacity’(FC).Thatis:
FGi=ENi-FCi (4)
The DAU formula defines expendi
-tureneedsastheproductofaveragelo
-cal government expenditure and an
expenditure needsindex.Expenditures
areactualamountsfrom1999/2000lo
-calgovernmentbudgets(AnggaranPen
-dapatan dan Belanja Daerah, APBD).
Theneedsindexis afunctionofpopu
-lation,area,poorpopulation, andacost
element. Data for these variables are
from the most recent years available.
Variables, data yearsand datasources
arelistedintheappendix.
Morespecifically,expenditure needs,
asdefinedinthepertinentgovernment
regulation (Republik Indonesia 2000b)
canbeexpressedbytheequation:
whereAPBDEXPis local government
expenditure, Popisthepopulation, Area
issurfacearea,Povisthenumberofpoor
people,andCostisacostindex(defined
moreprecisely below).ThesubscriptT
indicatesthetotaloftheparticularvari
-ableinquestionacrossalldistricts/mu
-nicipalities, andnisthenumberoflocal
governments.11
Fiscalcapacityisdefinedinthegovern
-mentregulationastheaverageacrossall
localgovernments ofthe sumofactual
localown-sourcerevenues,propertytax,
andchangeinpropertytitletax,multiplied
byanindexoffiscalcapacity.Government
revenuesare actual amountsfrom the
1999/2000regionalbudget.Thefiscalca
-pacity index is a function of natural
resources sectoroutput, non-natural re
-sourcessectoroutput,andtheworkingage
population. Again,variables, years and
sourcesaredetailedintheappendix.
Inequationform,fiscalcapacitycan
bewritten:
where,OSRislocalown-sourcetaxand
non-taxrevenue,SPTissharedproperty
taxandsharedchangeofpropertytitle
taxrevenues,NRO is natural resource
sectoroutput,NNROisnon-naturalre
-sourcesectoroutput,GRDPisgrossre
-gionaldevelopment product,LFis the
workingagepopulation, andPopisthe
populationasbefore. Subscriptsareas
definedabove.12
Lump Sum Amounts. The difference
betweenthetotalsecondstageDAUand
thesumoftheadjustedbalancing fac
-tor and formula amounts might be
termedthe‘residual’:
Residual DAUT BFAi FAi
where DAUT2 is the total DAU after
changestothedraftbudget.The lump
sumamountreceivedbyeachlocalgov
-ernmentisgivenby:
LSA Residual
n
i= (8)
where, again,n is thenumberoflocal
governments.Table1summarisesaggre
-gatedistrict/municipality DAUtransfer
amounts by balancing, formula, and
lump sum elements before and after
draft budget assum ptions were
changed.
ProvincialAllocations
TotalannualisedSDOandInpresgrants
toprovincesinFY2000(Rp7.7trillion)
exceededthetotalamountofDAUavail
-abletoprovincesinFY2001(Rp6.1tril
-lion).Thismeantthatitwasnotpossible
to implement the same distribution
mechanism as that developed for dis
-tricts/municipalities and described
above.Adifferentsetofproceduresfor
allocating the DAU among provinces
wasthereforederived.
Theadoptedprocedureisstraight
-forwardandbeginswiththerecogni
-ti o n t ha t, i n th e f i r st r o u n d o f
estimations for districts/municipali
-ties,thebalancingfactorandformula
amountsmadeupapproximately80%
and20% of thetotal district/munici
-palityDAU,respectively.Withaview
tobeingconsistent,itwasdecidedto
usethosepercentagefiguresintheal
-location of provincial DAU. It was
thereforeresolvedtodistribute80%of
totalprovincialDAUacrossprovinces
Inpres grants and 20% as a function
ofthefiscalgap,asdescribedabove.
Inequationform:
DAU DAU
whereallvariablesareasdefined above,
andthesubscriptiandDAUT2nowap
-ply to provinces instead of districts/
municipalities.
D AUPOOLOFFINANCEAND
ALLOCATIONM ECHANIS M
D ES IGN
PoolofFinance
Bylaw,the totalpooloffinance avail
-abletotheDAUis,ataminimum,25%
ofdomesticrevenuesnetoftheportions
distributed toprovincialandlocalgov
-ernmentsthroughthe various revenue
sharingschemes.13 In2001, total DAU
amountsto Rp60.5 trillion. Intheag
-gregate,thissumappearstobesufficient
to cover the net expenditure require
-mentsofregionalgovernments.
This assertion requires alittle more
explanation. Strictly speaking,whatis
actually required by regional govern
-ments,intheformofDAU,isafunction
oftheirspecificserviceresponsibilities,
thelegitimatecosts related tocarrying
outthoseresponsibilities, andtheother
fiscalresources(i.e.revenuesfromown
sourcesandothertransfers)thatregional
governments mightreasonably be ex
-pected to have at their disposal to fi
-nance the delivery of such services.
Unfortunately,thesethreethingsarenot
knownwithanydegreeofcertainty.The
statementabovethattheDAUis,into
-tal, sufficient tocover netexpenditure
needsisbasedmerelyonacomparison
ofpastexpenditures (bothautonomous
regional government and deconcen
-trated agency expenditures), pastrev
-enues(own-sourceandsharedproperty
taxrevenues),andprojectednewshared
revenues andothergrants(fromnatu
-ral resources,incometax,andthespe
-cific-purpose transfer),and noton real
needs and capacities. Table 2 summa
-risesthepertinentdata.
Also by law,provinces receive 10%
anddistricts/municipalities receive90%
ofthetotalamountoftheDAU.14In2001,
these sharing arrangements meanthat
provinces and districts/municipalities
takeinRp 6.1trillion andRp 54.5tril
-TABLE1 SummaryofDistrict/MunicipalityDAUAmountsBefore(DAUT1) andAfter(DAUT2)DraftBudgetChanges
DAU DAUT1 DAUT2
Component (Rptrillion) (%) (Rptrillion) (%)
Balancingfactor 40.4 80.1 44.0 80.9 Formulaelement 10.1 19.9 10.1 18.5 Lumpsum n.a. n.a. 0.4 0.6 Total 50.4 100.0 54.5 100.0
lion,respectively,inDAUdistributions.
Again,theseamountsappeartobesuf
-ficient to cover both provincial and
district/municipality expenditure re
-quirements,intheaggregate,andbythe
standards adopted above. This state
-mentismadewithsomewhatlesscon
-fidence for provinces than it is for
districts/municipalities.
Astable2shows,theDAU,together
with other sources of provincial rev
-enue, appears to be just adequate to
covertotal expected expendituresfor
provinces. Given the uncertainty sur
-roundingtheseestimates,itwouldnot
beverysurprisingifprovinceswereto
experienceanaggregateshortfallinfi
-nancing.Ontheotherhand,districts/
municipalities seem to have signifi
-cantlymorethanenoughintheaggre
-gate to cover their net expenditure
requirements.15Eventheuncertaintyof
thedatashouldnotthrowthisconclu
-sionintodoubt.Inanycase,thesecon
-c lu si o ns abo ut th e adeq uac y o f
provincial and district/municipality
DAU allocations are made with the
same caveat about the nature of the
dataas ismadeabove for overall ad
-equacyofDAUfunding.
Itisimportanttostressthatthenew
spendingrequirementsofprovincesand
TABLE2 EstimatedRegionalGovernmentFinances,2001a (Rptrillion)
All Provinces Districts/Municipalities
Expenditure
Routine 31.6 8.4 23.2 Development 15.0 5.5 9.4
Ex-kanwil/kandep 18.2 3.2 15.0
Total 64.8 17.1 47.6 R evenue
OSR 10.5 6.5 4.1
SPT 5.6 2.3 3.4
SNRR 11.5 2.7 8.8
PIT 3.1 1.2 1.9
DAK 0.7 n.a. 0.9
Total 31.7 12.7 19.0 Revenue– expenditure –33.1 –4.4 –28.7
DAU 60.5 6.1 54.5
S urplus 27.5 1.6 25.8
a‘Routine’and‘Development’arebasedonactualexpendituresbyregionalgovernments in
1999/2000.‘Ex-kanwil/kandep‘isfromplannedroutineexpendituresbythedeconcentrated agenciesinFY2000.‘OSR’isown-sourcerevenueand‘SPT’issharedrevenuesfromprop
-ertytaxandtransfer oftitleonpropertytax, bothderivedfrom 1999/2000.‘SNRR’and ‘PIT’areestimatedsharedrevenuesfromnaturalresourcesandpersonalincometax,re
-spectively,bothfor2001.‘DAK’isthe2001budgetedamountforthespecificpurposegrant. Allfigureshavebeenannualisedandadjustedforexpectedincreasesinsalaryandinflation whereappropriate.
districts/municipalities include only
ro utine-side expenditures o f the
(form er) deconcentrated agencies
(kanwilandkandep).Thatis,onlykanwil
andkandepstaffcostsandassociatedrou
-tineexpenditures(DaftarIsianKegiatan,
DIK)haveofficiallybeenturnedoverto
provincesanddistricts/municipalities.
Regionaldevelopmentspending(Daftar
Isian Proyek, DIP) has not explicitly
been decentralised yet. This regional
DIPspendinginFY2000amountedto
approximately Rp 25 trillion (in
annualised amounts). Under the as
-sumptionthatresponsibility fordevel
-opment activities formerly carried out
bydeconcentratedagencieshasnotbeen
devolved, one reasonable conclusion
hereisthatthecentralgovernmenthas
transferred too much revenue to local
governments, givenothersourcesoffi
-nance available. Among other things,
thisimpliesanaddedandunfortunate
pressure onan alreadyoverburdened
central government budget.16 In addi
-tion,theanalysis suggests thatthear
-rangem ents for s haring the DAU
between provinces and districts/mu
-nicipalities may not be appropriate,
giventheextenttowhichtheirrespec
-tivenet expenditure requirementsare
coveredbygeneraltransfers.
AllocationM echanismD esign
There area numberofdesignand op
-erational flaws in theDAU allocation
mechanism,andsomeofthemoresig
-nificantarediscussedbrieflyhere.
HoldHarmlessProvisions.Typically,a
holdharmlessprovisionwouldbestruc
-turedintoanallocationmechanismwith
a view to assuring local governments
thattheywillreceivenolessthanacer
-tainamount.Inthecurrentcontext,that
guaranteedamountisintendedtobethe
sum of last year’s SDO and Inpres
grants.Buttheparticularholdharmless
mechanismemployed hereassures all
regions(at bothprovincialanddistrict
level) that they receive that pledged
amountplussomeadditionalallocation
(derived from the formula). This sug
-geststhestrongpossibilityofsignificant
‘overfunding’ forsome regions,above
thelevelatypicalholdharmlessprovi
-sionwouldimply.
NewandOldExpenditureRequirements.
The DAUallocation mechanism treats
newandoldexpenditure requirements
quite differently. As explained above,
newexpenditure requirements, thatis,
thosethatderivefromthedecentralisa
-tionofnewserviceresponsibilities, are
estimated asthesumof30% and10%,
respectively, of last year ’s SDO and
Inprespaymentsforallregions.Thedis
-tribution mechanism guarantees this
amounttoeachregion,regardlessoffis
-calcapacity.Ontheotherhand,oldex
-penditure requirements areaccounted
forintheformulaelementofthemecha
-nism;thatis,theyarefirstoffsetbypo
-tentially available revenues and then
thatnetamountrelative tothesumof
allsuchamountsisusedtoallocatere
-sidualDAU.Themore consistentway
tohaveaccountedfornewexpenditure
needswouldhavebeentoincludethese
estimated requirements intheformula
term.
Inaddition,theaccuracyofthesepar
-tialSDOandInpresdistributions asan
estimate of new expenditure require
-mentscanatleastbequestioned. Anal
-ternative proxy that might have been
used for estimating those needs was
deconcentratedagency(kandep)routine
(DIK)anddevelopment (DIP)expendi
-tureonthosefunctionstobetransferred
tolocalgovernments. Whileitmustbe
admittedthat region-specific informa
-tion on deconcentrated development
coststobetransferred wasoftensome
-what suspect, reliable deconcentrated
expenditure dataontheroutinesidedid
thetimetheallocationtoolswerebeing
designedandoperationalised.
Specification of Cost Index. The main
problemwiththecostindexconcernsits
specification, more particularly the
methodbywhich itinfluencesaverage
expenditures in the determination of
expenditure requirements. Usually a
costindexwouldbeappliedtothemeas
-ure of expenditure directly (that is,
multiplicatively).So,forexample,ifthe
costfactorinoneregionwere10%higher
thanthebase(typicallysetequalto100),
expenditurerequirements wouldbead
-justedby10%inthemoreexpensivere
-gion,allotherthings remainingequal.
Inthecurrentcase,thecostfactorinflu
-encesaverageexpenditures afteritsef
-fects have been averaged with three
other index variables. So, to continue
withtheexample,ifaparticularregion’s
costsare10%higherthanthebase,ex
-penditure requirements are adjusted
upwardbyonly2.5%,otherthingsbe
-ingequal.
WeightsofVariousFactorsAffectingthe Expenditure NeedsIndex.Theoverallex
-penditureneedsindex iscalculated as
the unweighted average of the indi
-vidualindexvariables.Thatis,eachin
-dex variable is assumed to be equally
importantin determining expenditure
requirements.Thisisaquestionable no
-tion.International experienceandcom
-mon sense suggest that population is
probably moreimportantthan areaor
poverty, for example, in determining
overallspendingneeds.Ifthisisthecase,
then the population variable should
havereceived alargerweightthanthe
otherindexvariablesindeterminingthe
overallindex.
Specification ofAverageRevenuePoten
-tial.Ascanbeseeninequation(6),fiscal
capacity is defined as average (own
-sourceplusproperty-related)revenues
multipliedbyacapacityindex.Thedefi
-nitionpositsthatbothown-sourceand
sharedrevenuepotentialaredetermined
byconditionsintheparticularjurisdic
-tionand,moreover,suggeststhatlocal
governmentshavesomecontroloverthe
extent towhich collection matchespo
-tential.But,inreality,localgovernments
have much influence only over their
own-sourcerevenues.Sharedrevenues,
including those basedontheproperty
tax,aredeterminedbythecentralgov
-ernment.Thisfactsuggeststhatamore
appropriate formulation wouldbeone
thatpositsfiscalcapacityasaseparate
function of potential own-source rev
-enues,ontheonehand,andsharedrev
-enues, on the other. That is, fiscal
capacity would be set equal to own
-sourcerevenuecapacityplussharedrev
-enues, where the latter are the exact
amountsasdeterminedbycentralgov
-ernment.
Specification of Fiscal Capacity Index
Factors. Average revenue as defined
aboveisadjustedforregion-specificca
-pacityvariablesinordertocomeupwith
anestimateofeachregion’sfiscalcapac
-ity.Therearetwocriticismsthatmight
bemadeaboutthespecification ofthese
fiscalcapacityindexvariables.Thefirst
concerns the selection of variables.
WhileGRDPisclearlyimportantinde
-terminingpotentiallocalrevenues, the
rationale for usin g both NRO and
NNROasseparatefactorsisnotclear.17
Theuseoflabourforcesizeasavari
-ablethatinfluencesfiscalcapacityisalso
somewhat unusual. Typically, one
thinksoflabourasaninputinthepro
-duction process, that is,as a determi
-nant ofoutput and income.From this
perspective,theDAUfiscalcapacityfor
-mulation employs both input (labour
force)andoutput(GRDP)measuresto
determine potential local government
revenues.
Thesecondproblemconcernstheac
-tualstructureofthesub-indexesthem
each individual indexwas formed by
takingthevalueofthevariableanddi
-viding by theaveragevalue across all
regions.This has some logic to it, of
course.Onthefiscalcapacityside,how
-ever,theindexesareformedthroughthe
useof ‘location quotients’. Here,what
becomesimportantisaregion’sshareof
NRO (and NNRO) in total GRDP as
comparedtonationalNRO(andNNRO)
asa shareof total GRDP across allre
-gions.Thisisatleastinconsistent with
methodsusedfordefiningtheexpendi
-tureneedsindex.
Natural Resource Revenues in Fiscal
Capacity.Perhapsthegreatestproblem
intheestimationoffiscalcapacitycon
-cernstheissueofnaturalresourcerev
-enues. Put simply, natural resource
revenuesarebasicallyignoredinthede
-terminationofcapacity.Inessence,DAU
distributions are awarded on top of
thesesharedresources.Thisisasignifi
-cantwindfall gainforthose localgov
-ernmentsthatreceivelargeamountsof
sharedrevenuesfromnaturalresources.
And,ofcourse,itdiminishestheDAU
allocations thatallotherregionswould
otherwise havereceived. Clearly such
shared revenues should have been
addedtoown-sourcerevenuepotential
alongwithallsharedrevenuesinthede
-termination offiscalcapacity.18Indeed,
reasonableestimatesofthesesharedrev
-enuesexistedatthetimetheDAUallo
-cationmethodswerebeingdiscussed.
D AUEQUALISATION
PERFORM ANCE
The above critique of the allocation
mechanismhassuggestedtheexistence
ofdesignandoperational flaws.Some
of these shortcomings have possible
negativeimplications fordistributional
equity.Forexample,totheextent that
the(augmented)hold harmless condi
-tionassuressomelocalgovernments of
levelsoffundingthatexceedtheirneeds,
thenotherplacesmightwellreceiveless
thantheyrequire.Asanotherexample,
recall the argument thatphysical area
hasbeen undulystressed indetermin
-ingexpenditurerequirements,andnatu
-ral resource transfers inadequately
accountedforinmeasuringfiscalcapac
-ity.Asitturnsout,manyregionswith
largeareasalsotendtoberichinnatu
-ralresourcerevenues;19theirlocalgov
-ernm ents have therefore had their
expenditure needs overestimated and
their fiscal capacities underestimated.
Th e negative impact of this on the
equityofdistributions shouldbeclear.
Below,twoseparatestandardsareused
toexaminetheimpactofsuchpotential
problemsonachievement ofthegoalof
equalisation.20
Since the equalisation goal of the
DAUtransfer scheme, asstatedin the
law and relevant government regula
-tion,isto‘makeeventhefiscalcapaci
-tiesofregionalgovernments tofinance
theirexpenditure needs’,itisclearthat
apropertestofthemechanism’sequali
-sationeffectswouldrequire,inthefirst
instance,goodmeasuresofexpenditure
needsandfiscalcapacities.Buttheabove
examination oftheDAU formula sug
-gests thatcurrent methodsof estimat
-ingneedsandcapacitiesaresomewhat
flawed.
The analysis proceeds therefore by
firstprovidinganalternativemeasureof
fiscalcapacity.Theargumentisthatthis
revisedmethodisareasonablysensible
one,ingeneral,andclearlybetterthan
that currently employed. Deriving a
soundmeasureofexpenditure needsis
more problematic, given our lack of
knowledgeabout exact local level ex
-penditure assignments and legitimate
costsofservice deliveryacross various
sectors.Complications inthederivation
ofpracticable estimatesforexpenditure
needsareignoredforthetimebeing.The
methodofexaminingequalisation car
-riedoutbelow.
Revised fiscal capacity (FC*) is de
-finedbythefollowing.
FCi*=OSRˆ i+SPTi+SNRRi (10)
whereOSRˆ isaproxyforpotentialown
-sourcerevenuesandiscalculatedasthe
predicted value that obtains from re
-gressingactualOSRagainstGRDP21and
a dummy variable for urban status
(equalto0forkabupatenand1forkota);22
SPTis shared property-based taxes as
before;andSNRRisanestimateofac
-tual natural resource revenues to be
transferred to local governments in
2001.23
The firstapproachtoexaminingthe
equalisation question focuses on the
variationinpotentialrevenues.IfDAU
transfers are to ‘equalise’ it might be
reasonabletoexpect,ataminimum,that
thevariationinrevenuecapacityamong
localgovernments would be less after
transfersaremadethanbefore.Table3
provides so me info rm ation on the
regional variation in revenues from
differentsources using three standard
measures.
Thetableshowsthecoefficientofvari
-ation(i.e.thestandarddeviationdivided
bytheaverage)of percapita potential
revenues,thestandarddeviationofthe
natural logarithm ofper capita poten
-tialrevenues,andtheginicoefficient of
percapita potentialrevenuesacrossall
local governments in the sample.The
basecaserelatestopotentialown-source
revenuesas estimated above. To these
potential own-source revenues (OSRˆ ),
areadded,insuccession, shared prop
-erty-relatedtaxrevenues(SPT),shared
naturalresourcerevenues(SNRR),DAU
balancing factor am ounts, DAU
formula-derived amounts, and finally
DAUlump sum amounts.(Recallthat
thelatterthreetogethercomprisetotal
DAU.)Eachmeasureinthetableshows
the variation-cum-equality (smaller
variationsinthedistribution areindica
-tive ofgreater equality) of thesum of
percapitapotentialrevenues(uptoand
includingthatrevenuesourcefoundon
theparticularlineofthetable)acrossthe
sampleofalllocalgovernments.
Thetableshowsthat,regardlessofthe
particular measureused,the variation
inpotentialrevenuesisloweraftertotal
DAUallocations areincorporated than
before.(Thatis,thecoefficient ofvaria
-tion, the standard deviation of loga
-rithms,and theginicoefficient decline
from2.229,0.966and0.602beforeDAU
transfersareadded,to0.905,0.575and
0.308,respectively,afterthesetransfers
TABLE3 VariationinPotentialRevenuesacrossLocalGovernments
Potential Coefficient of StandardDeviationof Gini Revenues Variation Logarithms Coefficient
OSRˆ 1.734 0.723 0.408 +SPT 1.178 0.673 0.364 +SNRR 2.229 0.966 0.602 +DAUbalancingamounts 0.991 0.588 0.320 +DAUformulaamounts 0.905 0.574 0.308 +DAUlumpsums 0.905 0.575 0.308
are incorporated.) In otherwords, the
distribution of per capita revenues is
moreequalafter thetransfersthanbe
-fore.Thegeneralconclusionthatcanbe
drawnfrom this analysis is that DAU
transfersappeartobeequalising,atleast
undertheadmittedlysomewhat weak
standardconsideredhere.
Furthermore, thetablesuggeststhat
theformulacomponentofthetransfers
issomewhat moreequalising thanthe
balancingamount.(That,istherelevant
measuresdeclineafterformulaamounts
areaddedtobalancing factordistribu
-tions.)Thetableprovidesotherinterest
-ingresults.Itshows,forexample,that
the transfer of property-related taxes
tends to equalise the distribution of
own-source revenues.And it demon
-stratestheratherextremeunequalising
effectofthenaturalresourcetransfers.
Thereareat leasttwopossible criti
-cisms of this methodof assessing the
equalisation effectsoftheDAUalloca
-tion mechanism.The firstis thatit has
notexplicitlyincorporated thenotionof
expenditure needs. One way to get
aroundthis,ofcourse,wouldbetoex
-aminethevariation inthedistribution
oftheratioofpotentialrevenuestoex
-penditureneedsacrossalllocalgovern
-ments before and after transfers. The
abovementioneddifficulties associated
with deriving a single measure of ex
-penditureneedswouldseemtoprohibit
suchan approach,at leastforthetime
being.
Thesecondandrelatedconcernisthat
themethodignorestheimportantsimul
-taneousrelationshipamongexpenditure
needs, fiscal capacities, and transfers.
That is, in examining the equalisation
performance of the DAU alloc ation
scheme,itwouldbeusefultoknowhow
transfersvaryinamountwithrespectto
variationsinexpenditure needsandfis
-calcapacities.Moreparticularly,froman
equalisation pointofview, it mightbe
expectedthatasexpenditure needsrise,
transfersshouldincrease,fiscalcapaci
-tiesremainingthesame.And,asfiscal
capacities increase, itmight be argued
that transfersshould become smaller,
holding expenditure needs constant.
Thisisperhapsaslightlystricterstand
-ard of equalisation than the one em
-ployedjustabove.
The difficulty, again, concerns esti
-mating expenditure needs. However,
whileitmaynotbepossibletoderivea
plausiblesinglemeasureofexpenditure
needs,someof thefactorsthatare im
-portantindetermining needsareinfact
wellknowningeneralterms.Andsome
of these determinants are, of course,
thosethatwereusedinthecurrentDAU
methodology forestimatingneeds.That
is, population, area,poverty, and rela
-tivecostfactors,insomeweightedcom
-bination, all clearly help todetermine
real requirements, and thereforetrans
-fers.Theapproachuseddirectlybelow
assumesthatthesefourvariables,along
with‘urbanisation’,helpdetermineex
-penditure requirementsand influence
allocations. But ratherthan specifying
exactlyhowtheydothisapriori,asthe
currentDAUformulamechanismdoes,
themethodemployedherewill‘letthe
datadecide’.24
Itispositedthattransfersareafunc
-tion of fiscal capacity—as defined in
equation(10) above—and expenditure
needs, and a simple linear regression
techniqueisusedtooperationalise the
relationship. M ore specifically, per
capitatransfersareregressedagainstper
capitafiscalcapacity(FISKPC);‘cost-in
-dexadjusted’25population(POPCST),
area (AREACST), and poverty rate
(POVCST);26andadummyvariablefor
urbanisation (KOTA,set equal to0for
kabupatenand1forkota).27Themultipli
-cative specification of the basic fiscal
needs variables is suggested by the
argued in the previous section of the
paper.Allvariables(exceptthedummy,
ofcourse)areenteredintotheequation
inlogarithmic form.
Table4providestheresultsoftheor
-dinaryleastsquares(OLS)regression.28
PanelsA,BandCofthetableshowthe
standardregressionoutputforthreedif
-ferentdependent variables: total per
capita DAU transfers (DAUPC), per
capita bala ncing factor amo unts
(BALPC), and per capita for mula
amounts (FORMPC), respectively. In
each case,the sameindependent vari
-ables,asdescribedabove,areused.
Theresultsare somewhatmixed. In
allcases,as(cost-adjusted)areaandpov
-ertyincrease,percapitatransfers(into
-talandbycomponentpart)increaseas
well, all other thingsbeing constant;
TABLE4 Equalisation Performance oftheDAUModel:RegressionResults
Unstandardised Standardised t Coefficients Coefficients
B Beta
PanelA:DependentVariableDAUPC
(Constant) 7.168 35.955 * FISKPC 0.130 0.256 6.042 * POPCST –0.448 –0.680 –18.722 * AREACST 0.075 0.289 5.497 * POVCST 0.119 0.165 4.815 * KOTA 0.002 0.001 0.023
AdjustedRSquared:0.752
PanelB :DependentVariableBALPC
(Constant) 7.401 33.589 * FISKPC 0.140 0.273 5.896 * POPCST –0.456 –0.684 –17.241 * AREACST 0.031 0.118 2.051 * POVCST 0.095 0.130 3.470 * KOTA –0.138 –0.108 –1.825
AdjustedRSquared:0.703
PanelC:DependentVariableFO RM PC
(Constant) 3.330 13.032 * FISKPC 0.038 0.064 1.379 Ê POPCST –0.355 –0.458 –11.570 * AREACST 0.250 0.815 14.236 * POVCST 0.241 0.283 7.599 * KOTA 0.579 0.388 6.594 * AdjustedRSquared:0.705
*Denotesthattheestimatedunstandardised coefficient issignificantly differentfromzero atthe0.05level.
sucharesultisgenerallysupportiveof
equalisation goals. Interestingly, the
dummyvariableforurbanisation issig
-nificantonlyforformula-drivenalloca
-tions;here,municipalities receivelarger
percapitatransfers,allotherthingsre
-mainingthe same. Municipal statusis
notimportantforbalancingfactordis
-tributionsorforDAUtransfersoverall.
It is typically argued thatcities have
greater per capita service delivery re
-sponsibilities than ruralareas;ifthisis
true,then theresults heresuggestthat
urbanregionshavenot,ingeneral,been
allocated transfers in sufficient
amounts—theirexpenditure needsare
probablygreaterbuttheydonotreceive
largeramountsofDAU.Notethatthere
arenoaprioriexpectations aboutthesig
-nificanceorsignofthecoefficient ofthe
(cost-adjusted)populationvariable.As
itturnsout,populationisthemost im
-portantvariable overall in explaining
variation in per capita transfers (as
judgedbythevaluesofthestandardised
betacoefficients),andtheresultshereare
indicative of an assumption of econo
-miesofscaleintheprovisionofservices
financedbytransfers.Thatis,aspopu
-lationincreases,percapitatransfersde
-crease.Of course,much more analysis
wouldneedto bedone toconfirm the
actual existence of such economies of
scale.
Attentionis nowdirected to the in
-fluenceofthefiscalcapacityvariablein
determining transfers.PanelAoftable
4showsthat,aspercapitafiscalcapac
-ity increases, per capita transfers in
-creaseas well,allotherthings (thatis,
expenditureneeds)remainingthesame.
ThissuggeststhatcurrentDAUalloca
-tions,intotal,areunequalising withre
-gard to fiscal capacity. The results in
panelBdemonstrate thatthebalancing
factorappearstobeunequalisingbythis
standardaswell.And,aspanelCshows,
theformula-drivenamountsappearto
beneutralwithregardtofiscalcapacity
equalisation. Thatis,whereas the rel
-evantcoefficient ispositive(suggesting
unequalisingeffects),itisnotstatistically
significant.
SUMM ARYAND CONCLUSIONS
Thepaperdemonstrates thesignificant
roleindistributions playedbythe‘bal
-ancing factor ’relative to the‘formula’
thatwassomuchdiscussedintherun
-uptothe2001fiscalyear.Thebalancing
factorallocatesatleast80%ofthetotal
grant for regional governments. This
maysurprisesomewhohaveassumed
thattheformulaasitappearsinthegov
-ernmentregulationdrivestheallocation
results.Inaddition,thepaperhighlights
key differences in distribution proce
-dures for districts/municipalities and
provinces.
Aratherdetailedanalysisofthenew
transferschemeconcludesthatthesums
availabletotheDAUappeartobemore
thansufficienttomeetthenetexpendi
-ture requirements of regionalgovern
-ments, at least in the aggregate, and
givensomebasiccaveats.Theaggregate
overfunding of regional governments
has obvious negative implications for
thecentralgovernmentbudget.
This conclusion on theadequacyof
fundscanbemadewithagooddealof
confidencefordistricts/municipalities,
but it is somewhat more tenuous for
provinces.Thesurplusoftotaldistrict/
municipality revenuesoverexpenditure
requirementsisverylargeindeed,while
thatforprovincesismuchsmaller.Thus
thecurrentarrangementsforsharingthe
DAU betweendistricts/municipalities
(90%) and provinces (10%)may bein
-appropriate.
The examination of the allocation
mechanism itself reveals a numberof
designandoperationalflaws,inbothits
basicstructureandthemethodsituses
-calcapacity.It is argued that some of
these shortcomings potentially have
rather negative consequences for the
equitabledistribution oftransfers.
The paper shows that conclusions
abouttheequalising effectsofthecur
-renttransferschemedependverymuch
onhowonedefinesandoperationalises
theconceptof‘equalisation’.Itconsid
-erstwobasicstandardsofequalisation.
Thefirstfocusesonvariationamonglo
-calgovernments inpotentialpercapita
revenuesbeforeandaftertheallocation
oftransfers.Thisvariationis shownto
besmallerafterthedistribution oftrans
-fersthanbeforetheallocationsaremade,
suggestingthattheDAUmechanismis
equalising.
Thesecondstandardconcentrates on
the effect on per capita transfers of
changesin expenditure needsand per
capita fiscal capacities. The analysis
shows that, for the most part, as ex
-penditureneeds(asmeasuredbya set
of determinants) increase, per capita
transfersalsoincrease,aswouldbeex
-pected.Unfortunately,aspercapitafis
-calcapacitiesincrease,percapitagrants
rise too,everythingelseremainingthe
same.Thus,by thislatterand perhaps
stricter standard, DAU allocations ap
-pear to beunequalising, at least with
regardtofiscalcapacity.
Government decision makers have
committedthemselvestoimprovingthe
DAU distribution mechanism in the
verynearterm,withrevisionsinplace
perhaps by asearly as the2002 fiscal
year. The analysis here suggests that
policymakersandmodellersneedtobe
moreclearaboutwhatitistheyaretry
-ingtoaccomplishthroughtheDAU,es
-pecially in respect of its equalising
effects.Inaddition,decisionmakersand
theirstaffneedtoexaminethepossible
consequences of alternative allocation
specifications morerigorouslythanwas
thecasethispastyear.Withoutbothan
explicitrecognitionofpolicypreferences
inrespectofequalisationandothergoals
and a thorough investigation of how
wellvariousalternatives underconsid
-erationwilldeliverpreferredoutcomes,
theallocationsystemwillprobablycon
-tin ue to perform in a substandard
NOTES
* Theauthorcurrentlyservesasseniorad
-visertotheMinistryofFinanceunderthe PERFORMproject,whichisfinancedby the United StatesAgencyfor Interna
-tionalDevelopment(USAID).Theviews expressedhereare thoseofthe author andshouldnotbeattributedeithertothe MinistryofFinanceortoUSAID.Anear
-lierversionofthepaperwaspresented at the International Regional Science Conference inJakarta on 20–21 March 2001(Lewis2001).Theauthorwouldlike tothankBertHofman,JorgeMartinez, StefanoPipernoandBobSearleforuse
-ful discussionson the DAU,and two anonymous referees forhelpful com
-mentsonanearlierdraftofthispaper. 1 SeeBooth(1999)foradescription ofthe
mainprovisionsofthetwolaws. 2 Thepotentialbenefitsof decentralising
appropriatetaxingandchargingauthor
-itytolowerlevelgovernments arewell known:theyincludemobilisation ofin
-creasedlocalrevenuesandenhancement of localgovernment accountability to constituentsthroughtheestablishmentof stronglinkages betweenserviceprovi
-sionand payments forsuch. SeeAlm, AtenandBahl(2001)forastandarddis
-cussionofthelatterpointintheIndone
-siancontext.
3 Althoughallregionalgovernments gain toacertainextentfromnaturalresource revenue sharing, the benefits are, of course,veryunevenlydistributed, with thebulkoftransfersgoingtoprovincial and localgovernments inAceh, Riau, EastKalimantanandPapua(IrianJaya). 4 Beginningin2001,20% of personal in
-cometax isto beallocated toregional governments,withprovinces and dis
-tricts/municipalitiesreceiving40%and 60%respectivelyoftotalsharedamounts. Distributionstoprovincesaretobebased ontheresidenceofregisteredtaxpayers. Allocationsto districts/municipalities aredeterminedbytherelevantprovince, andmayormaynotbesharedonaderi
-vationbasis(RepublikIndonesia2000c). Clearlythese sharedtaxesarealsodis
-tributedratherunevenlyamongregional governments.
5 Thereareseveralgoodexaminations of theSDOandInpressystem.Forastand
-ardreferenceandpartialreviewofother analysesseeShah,QureshiandBinder (1994).OnInpresgrantsseealsoSilveret al.(2001),inthisissue.
6 See RepublikIndonesia(2000b), article 15,forthepreciselanguage.
7 TheDPODprovidesadvicetothepresi
-dentontheformation,abolitionandan
-nexation of regionalgovernments; the financialbalancebetweenthecentreand regionalgovernments;andregionalgov
-ernmentcapacitytocarryoutdesignated functions. The DPOD comprises,most importantly,theMinisterofHomeAffairs and Regional Autonom y (chair), the MinisterofFinance(vicechair),andrep
-resentatives fromassociations ofprovin
-cial,districtandmunicipalgovernments, as wellasrepresentativesfromprovin
-cial,districtandmunicipalparliaments. TheDPODhastwoSecretariats, onefor RegionalAutonomyandoneforFinan
-cialBalance.ThelatterapprovestheDAU distributions andforwardstheminthe form of a recom me ndation to the president.
8 FY2000wasanine-monthfiscalyear,a bridgebetweenthe previoussystemof April–Marchfinancialyearsandthenew systeminwhichthecalendarandfinan
-cialyearscoincide.
9 Theseestimatesarebasedonsimilarin
-creasesinaggregateSDOandInpresal
-locationsbetweenFY1999/2000andFY 2000.Theincreasesweresimplyassumed tohaveresultedfromthetransfertolo
-calgovernments ofstaffandassociated costsfromthesixnationalleveldepart
-mentsandagenciesthatwereliquidated during thatfiscal year.Theliquidated institutions includetheDepartments of Transmigration, Tourismand Culture, Cooperatives,SocialAffairs,Information, andPublicWorks.
10 Newdistricts/municipalities donotre
-ceiveaformulaamountasdescribedim
11 The indexvariables aresuggested by Law25/1999.Itisassumedthatthetotal numberofpeople, the sizeof the geo
-graphic area,andthe number of poor peopleare allpositivelyrelated toex
-penditureneeds.The costindex isin
-tende d to m easure unavoid able differences incostsfacedby localgov
-ernments,and thesecostsareassumed tobepositivelyrelatedto expenditure requirements.Internationally,suchcom
-pensationfordifferencesinthesecosts(as opposedtothose thatmightarisefrom localpolicydecisions)isoftendefended onequitygrounds.
12 Again,theseindex variables aresug
-gestedbyLaw25/1999,andallareas
-sum ed po sitively to influence fiscal capacity.
13TheDAUminimumof25%ofdomestic revenuesissetbyLaw25/1999.Govern
-mentRegulation 104 (article 16)inter
-prets ‘domesticrevenues’ tobe those revenuesnetofamountsdistributedun
-derthevariousrevenuesharingschemes (RepublikIndonesia2000b).
14 Theprovincialanddistrict/municipality sharesoftotalDAUwerearrivedatwith
-outthe benefitof rigorous analysisof relativespendingrequirements andfis
-calcapacities. The lawdoes,however, makeprovisionforchangingthoserela
-tivesharesgivenadjustments inservice deliveryresponsibilitiesbetweenprov
-incesanddistricts/municipalities. 15 Thisdoesnotmean,ofcourse,thatallin
-dividualdistrict/municipality govern
-mentshavesufficientfunds:somelocal governments are likelyto experience shortfalls.Indeed, the centralgovern
-menthassetupa‘contingencyfund’in thisyear’sbudgettoaddressinadequa
-ciesinregionalgovernmentfunding. 16 Figurespresentedhereincorporate revi
-sionstothebudgetadoptedinlateJune 2001.
17 ThesumofthetwoisjusttotalGRDP,at least according to thedefinitions em
-ployed bythose who implemented the formula.
18 Somemayarguethatthepresenttreat
-mentofnaturalresourcerevenuesinthe allocation mechanismmust havebeen
politicallymotivated.SeeMcLeod(2000) forsuch adiscussionandanargument aboutthepossibleunconstitutionalityof thenatural resourcerevenuetransfers. Whilepoliticalmotivationscannotbedis
-counted,ofcourse,themodellersthem
-selves defendedtheirspecification on technicalgrounds.Thatis,whiletheim
-portanceofnaturalresourcerevenuesin determiningfiscal capacitywasrecog
-nised,theargumentwasmadethatthis significance wassufficientlycapturedin thefiscalcapacityindex.
19 Pearson’scorrelation coefficient fordis
-trict/municipality physical area and sharednaturalresourcerevenuesis0.463 andissignificantatthe0.01level. 20 Some mention shouldbe made here
aboutthedatasetemployedinthisanaly
-sis.Giventheunevenavailabilityofdata onthefullrangeofvariablesofinterest acrossalldistricts/municipalities,there aretwoalternative setsoflocalgovern
-ments onwhichtoperformthe exami
-nation: first, the set of alldistricts/ municipalities minusthe 78 new ones createdduringthepreviousfiscalyear; second,alldistricts/municipalities,with therelevantdataonnewdistrict/munici
-palitiescombinedto‘re-form’theorigi
-nal regions.The firstoption leads to rathersevere‘missingobservation’prob
-lemsandmakesinferencesabouttheset of districts/municipalities s uspect. Therefore,the second alternative isse
-lected.
21 Thisisa ratherstandardprocedurefor estimating potential own-source rev
-enues. There are other methods that mightbeemployed,ofcourse.Onecould use,forexample,theproductoftotalOSR dividedby total GRDP (across allre
-gions)andGRDPintheparticularregion or,evenmoresimply,onecouldemploy actualOSRasaproxyforpotentialOSR. Both these lattertechniqueswerealso tried. Thequalitative resultsreported herearenotdependentonthemethodof es ti mating pote ntial own-s ource revenues.
districts andmunicipalities.The latter aremorelikelythanaredistrictstoben
-efitfromlocal taxesonhotels,restau
-rants,entertainment, advertising, street lighting and parking, and from local charge s on garbage collection . See McLeod(2000)forageneraldiscussion oftheimportanceoftreatingdistrictsand municipalitiesdifferentlyinthecontext ofdecentralisation.
23 Ideally,sharedrevenuereceivedbydis
-tricts/municipalitiesfrom personalin
-come tax and from provincial taxes wouldalsobeincludedinthedefinition of fiscalcapacity,but no data areyet availableontheserevenuesources.There arenodataonthedistribution ofDAK amonglocalgovernments either.Asal
-readynoted,theamountsthisyearare small,inany case,and,moreover,the governmenthasarguedagainstthein
-clusionofDAKinthedefinitionoffiscal capacity,sincethegrantistobeusedto finance(sofarundefined)‘atypical’ex
-penditures.
24 Theremaybeothervariablesthatin
-fluenceexpenditureneedsandthere
-foretransfers,ofcourse.Andsomeof the more obvious ones—illiteracy, availabilityoflocalhealthcarefacili
-ties, aged population—weretried in theanalysisdescribedhere.Theuseof these variables led to unsatisfactory r es ults ; th eir em ploym en t c rea ted problemsofmulticollinearityand/or did not enhance overallexplanatory value.Thesevariableshavetherefore
not been included in the exposition here.Data on a varietyof othervari
-ablesthatmightbeusefularenoteas
-ilyavailable.
25 Thecostsemployedherearetherupiah costs(inthousands)persquaremetre of con str uctin g a standar d type of buildingandastandardtypeoffence around that building. The costindex iscalculatedbydividingeachregion’s costfigurebythe averageforthe en
-tiresample(1,348)andmultiplyingby 1 0 0 . T h e c u r r e n t D A U a ll oc a tio n mechanismusesthesamecostfigures, butthecostindexwasderivedsome
-whatdifferently.
26 The incidence of poverty isused in
-steadofthenumberofpoorpeople,in order toavoidpotentialmulticolline
-arityproblemswithpopulation. 27 Itisstandardpracticetoassessthere
-lationshipbetweenfiscalcapacityand transfersinper capitaterms.Itisnot necessaryto doso,however,and the relationship couldbeexaminedwith
-outsuchanormalisation.Thecurrent analysiswasalsocarriedoutemploy
-ing fiscal capacity and transfer vari
-ables in aggregate amounts. Such a s p e cif ica tion d oe s n ot ch a n ge t he qualitative resultsreported here. See McLeod (2000)for anargument sup
-porting a percapita approach to the allocationoftransfers.
28 TheOLStechniqueresultsinnoobvi
-ousproblemsofheteroscedasticityor autocorrelation.
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APPENDIX:VARIABLES ,DATAYEARS ANDINSTITUTIONALS OURCES
Population:1999,CentralStatisticsAgency.
PoorPopulation:1999,CentralStatisticsAgency.
WorkingAgePopulation:1999,CentralStatisticsAgency.
District/MunicipalityPhysicalArea:1998,Ministry ofHomeAffairsand Regional
Autonomy.
Construction PriceIndex:FY1999/2000,MinistryofFinanceandNationalPlanning
Agency.
GrossRegionalDomesticProduct:1998,CentralStatisticsAgency.
RegionalGovernmentExpenditures andRevenues:FY1999/2000,MinistryofFinance.
SDOandInpres(Planned):FY2000,MinistryofFinance.
NaturalResourceRevenueShares:FY2001,MinistryofFinance.
DAUAllocations:FY2001,MinistryofFinance.
Theabovedatawereaccesseddirectlyfromtherelevantinstitutional sources.
Some,suchasthoseforpopulation, poorpopulation, workingagepopulationand
grossregionaldomesticproduct,areavailableinpublishedformfromtheCentral