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Stephen Vincent, Principal Investigator ReCAP Status Review of the Updated Rural Access Index (RAI)

ReCAP Status Review of the Updated Rural Access … › Library › Vincent-CDS-2018-ReCAP...ReCAP RAI Status Review - SuM4All RAWG 23 May 2018 Leipzig 16 17 Proposed methodology:

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StephenVincent,PrincipalInvestigator

ReCAPStatusReviewoftheUpdatedRuralAccessIndex(RAI)

EstablishmentoftheRAIin2005/2006

ReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig 2

2006

ReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig

THE WORLD BANK GROUP WASHINGTON, D.C.

Rural Access Index: A Key Development Indicator

Peter Roberts Shyam KC Cordula Rastogi

TRANSPORT SECTOR BOARD

TRANSPORT PAPERS TP-10

MARCH 2006

36006

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THE WORLD BANK GROUP WASHINGTON, D.C.

Rural Access Index: A Key Development Indicator

Peter Roberts Shyam KC Cordula Rastogi

TRANSPORT SECTOR BOARD

TRANSPORT PAPERS TP-10

MARCH 2006

36006Pu

blic

Dis

clos

ure

Auth

oriz

edPu

blic

Dis

clos

ure

Auth

oriz

edPu

blic

Dis

clos

ure

Auth

oriz

edPu

blic

Dis

clos

ure

Auth

oriz

ed

THE WORLD BANK GROUP WASHINGTON, D.C.

Rural Access Index: A Key Development Indicator

Peter Roberts Shyam KC Cordula Rastogi

TRANSPORT SECTOR BOARD

TRANSPORT PAPERS TP-10

MARCH 2006

36006

Publ

ic D

iscl

osur

e Au

thor

ized

Publ

ic D

iscl

osur

e Au

thor

ized

Publ

ic D

iscl

osur

e Au

thor

ized

Publ

ic D

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e Au

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3

DefinitionoftheRAI

‘RuralAccessIndex’isthepercentageofruralpeoplewholivewithin2km(typicallyequivalenttoawalkof20minutes)ofanall-seasonroadasaproportionofthetotalruralpopulation.

ReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig

NotebyPeterRobertsDatedSeptember2005

4

DefinitionoftheRAI(continued)

An“all-season-road”isaroadthatismotorableallyearroundbytheprevailingmeansofruraltransport*…Predictableinterruptionsofshortdurationduringinclementweather(egheavyrainfall)areaccepted...*In2005assumedtobe‘apick-uporatruckwhichdoes

nothavefour-wheel-drive’. ReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig

NotebyPeterRobertsDatedSeptember2005

5

TheRuralAccessIndex(RAI)

ReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig

20to30minuteswal

k

=approx2km

6

MeasurementofRAITwomainapproaches:

(a) Householdsurveysthatincludeinformationaboutaccesstotransport.

(b) Mapdatatodeterminehowmanypeoplelivewithinthespecifiedcatchmentsoftheroadnetwork.

ReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig

NotebyPeterRobertsDatedSeptember2005

7

RequirementforRAIAdoptedfortheResultsMeasurementSystem(RMS)ofIDA-14.“…TheIndexwasdevelopedinresponsetotheconsensusledbyborrowersthatitidentifiesanimportantpriorityforpovertyreductionstrategiesinviewoftheestablishedlinksbetweenphysicalisolationandpoverty...”

ReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig

2006TransportPaper

8

“2006”RAIdata

64countries-32IDAand32non-IDA

26countriesbasedon5typesofhouseholdsurveys10countriesbasedonGISanalysis22countriesestimatedusingmodellingtechniques*

*includingUgandaandZambia

ReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig 9

InstitutionalisationoftheRAI2006-Intendedtoincludeasuitablequestioninregularhouseholdsurveys(egevery3years)

Straightforwardprocessingofsurveydata(“…onedayofexperiencedstatisticalinput…”)

àWhydidn’tthishappen?

ReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig 10

2016-SDGIndicator9.1.1

ReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig 11

SDGTarget9.1Developquality,reliable,sustainableandresilientinfrastructure,includingregionalandtrans-borderinfrastructure,tosupporteconomicdevelopmentandhumanwell-being,withafocusonaffordableandequitableaccessforall.

SDGIndicator9.1.1Proportionoftheruralpopulationwholivewithin2kmofanall-seasonroad.

WorldBankisthe“custodian”ofSDGIndicator9.1.1

ReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig 12

UNInter-agencyandExpertGrouponSDGIndicators(IAEG-SDGs)

§  InternationallyrepresentativegroupwithmembersfromNationalStatisticalOffices(NSOs).

§  Recommendedtheinitial2016listofSDGindicators.

§  RecommendsstatusofeachIndicator(TierI,IIorIII).

§  IsreviewingthelistofIndicatorsandin2020willrecommendanyadditions,deletions,refinementsoradjustmentsneeded(reviewedagainin2025).

ReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig 13

SDGIndicator“Tier”system(Note:Abbreviated)

TierI: Regularlyproducedforatleast50%ofcountries.

TierII:Conceptuallyclear,establishedmethodology,butnotregularlyproduced.

TierIII:Nointernationallyestablishedmethodologyorstandards,buttheyarebeingdeveloped.

ReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig

CurrentratingofSDGIndicator9.1.1,theRAI

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2016–WorldBank

NewtechnologiestomeasuretheRAI

ReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig 15

2015/2016UKAidfunding,throughReCAP,toupdatemethodofmeasuringtheRAIPilotmeasurementsin8ReCAPcountriesSupportmovingSDGIndicator9.1.1toTierII/TierI

ReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig 16

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Proposedmethodology:Conceptuallythesame,butmeasureddifferentlyusingnewdataandtechnologies

•  Globaldefinition:–  Shareoftheruralpopulationwholivewithin2kmofan“all-season”≈“goodorfair”road

•  Flexibility,dependingon:– Whatdatadowehaveinournormaloperations?– Whatdatacanweupdateregularly,asweimplementroadworks?

•  Otherissues:–  Proximitytoroadnetworkormarketetc.?–  2kmor5kmor25minutes?– Whatroads?

•  Seethemethodologyreport

ReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig

Sustainability

Consistency

Simplicity

Operational relevance

http://documents.worldbank.org/curated/en/367391472117815229/Measuring-rural-access-using-new-technologies

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Takingadvantageofavailable(andsustainable)spatialdata,RAIiscalculatedbyspatialsoftware

ReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig

•  Wheredopeoplelive?–  Globalpopulationdataareavailable

•  Wheredoestheroadnetworkexist?–  Georeferencedroadnetwork(government-owned,opendata)

•  Inwhatcondition?–  Dataexist,thoughoftenfragmented–  Relevantissues:Howtomaintainroadassetmanagementsystem?

•  Overlappingtheabove,theRAIisestimatedbyspatialsoftware

Comparisonof2006and2016results

ReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig 19

RAI2006 RAI2016

Comparisonof2006and2016results

ReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig 20

RAI2006 RAI2016 Approximatemodellingmethods

Issomeoftheruralroadnetworkmissing?

Actually17%in2006report-Extensiveruralroadimprovementssince

DetailedGIS

mappingofruralroads

All-seasonnetworkdifficulttodefineinmountainareas

Isthedefinitionoftheboundarybetweenurbanandruralareasconsistentbetweencountries?

RuralroadsinTanzaniaworsethanin2006?

Notin2006report

2018–RAIStatusReview

ReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig 21

ReCAPRAIStatusReview§  ConcernsraisedbyReCAPmembercountries;technicaldifferencesbetweennewmethodologyandoriginalmethodology,anddifferencesinresults.

§  RequirementidentifiedforstatusreviewbyReCAPtodetermineappropriatewayforward–3TaskGroups:

TG1:AstatusreviewandwayforwardrecommendationTG2:ConsolidationandRevisionTG3:ApplicationinReCAPcountries

ReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig 22

ReCAPRAIStatusReview-method§  Literaturereview&consultationwithspecialists

§  MeetingsatWorldBank

§  ConsultationswithAfDB,ADB,IDB

§  CountryvisitsEthiopia,Uganda,Nepal,Bangladesh(roadsauthorities/departments&statisticaloffices)

§  WiderconsultationthroughReCAPmailinglist

ReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig 23

DiscussionsatWorldBank§  Backgroundtothedevelopmentof2016RAImeasurements.Measurementsformorecountrieshavenowbeenmade.

§  SDGIndicatordefinitionscanonlybechangedin2020or2025.Hence,leaveIndicator9.1.1unchanged;bettertoaddanadditional,new,SDGIndicatoriftheRAIdoesnottrulyreflectruralaccessissues.

§  AseparateinitiativeatWorldBankhasestimatedtheRAIinover100countriesusingopendatasources.

ReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig 24

RegionaldevelopmentbanksAfricanDevelopmentBank

AsianDevelopmentBank

Inter-AmericanDevelopmentBank

§  RAIusedasaprojectlevelimpactindicatoron26projects.

§  ProjectsincludestrengtheningthecapacityoftheNSOtomeasuretheRAI.

§  Ruralprojectsviewedfromperspectiveofsupportingagriculturalproduction.

§  StatisticspriorityisonTierIandIISDGIndicators.

§  LackofsuitabledatatomeasureRAI.§  Measureimprovementsinaccessto

healthcentres,schoolsetcinstead.

ReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig 25

Countryvisits-AfricaEthiopiaUganda

§  Householdsurveymethodsusedfor10yearstomonitorprogresswithruralroadsprogramme.

§  GISmethodsbeingusedtomeasureaveragewalkingtimetoaroad.

§  RAImeasurementsusedtomeasureimpactofruralroadsprogramme

§  RAIisnotused.§  Ruralroadmappingincomplete.§  BureauofStatisticssurveyevery4yearsincludes

assessmentofdistancetoroad,whetherroadisopenallyearround,anddistancetopublictransport.

ReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig 26

Countryvisits-AsiaNepal

Bangladesh

§  Recentlychangeto753urbanandruralmunicipalities.Workingtoachieveroadaccesstoeverymunicipality–Localplans&GISdata.

§  Someroadsclosedintherainyseason,buthealthcentres&schoolsbeyondclosures,andcropsmovedwhenroadsre-opened.

§  ComprehensiveGISofallruralroads.§  SpreadsheetmethodofcalculatingRAI.§  Highlevelofruralaccess(RAI=84%)§  Onlypavedroadsareall-seasonReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig 27

NationalStatisticalOffices§  TheNationalStatisticalOffices(NSOs)werevisitedaspartofallfourcountryvisits.

§  AllNSOswerehelpful.SomealreadyhadabrieftocoordinatethemeasurementofSDGIndicators.

§  NotethattheSDGIndicatorsareaboutstatistics,notengineering!

§  SeveralcountrieshadcarriedoutrecenthouseholdsurveyswhichcouldhaveincludedanRAIquestion.

ReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig 28

Widerconsultation§  TheRAIisnotaverygoodindicator,butitisbetterthanno

indicatoratall.

§  Traveltimewalkingtoaroadisabettermeasurethandistance,differenttypesofterrainhaveamajoreffect.

§  Consideranintegratedapproachtoruraltransport,combiningnon-motorisedandintermediatetransportalongtrailsandpathswithmotorisedtransportusingruralroads.

§  Whenroadsdeterioratesothatbusservicescannotoperate,motorcyclesandthree-wheelersprovideanalternative.

§  Alsoconsiderthereliabilityofthetransportservicesavailable,forexampletravelopportunities/day.

ReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig 29

Financingofinfrastructure&maintenance§  WhatlevelofRAIcan

beachievedwithinrealisticinfrastructurespending?

§  WhatlevelofRAIcanbesustainedbyfutureroadmaintenancefinance?

§  See2008AICDanalysis&recentMyanmarstudy.

§  MaximumachievableRAIiscountryspecific.ReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig

INVESTING IN TRANSPORT INFRASTRUCTURE IN SUB-SAHARAN AFRICA

3

Urban connectivity. Sub-SaharanAfrica’s cities have strikinglyunderdeveloped urban networks,reaching only about 128 meters of roadper thousand residents compared to700 meters per thousand in the low-income countries of the developingworld. Urban connectivity is based onthe concept of ready access to a one-lane paved road capable of supportingyear-round access by a bus service orequivalent motorized vehicle, such asan ambulance or a fire engine.

Knowing the population and areaof each of about 140 cities in Sub-Saharan Africa, we were able to estimate the paved road length that would be necessary to ensure that noresident had to walk more than a specified distance to a paved road that could sustain a bus route, andachieve a minimum length of paved road per urban resident. We added to that distance a grid of roads of ahigher standard that would serve as radial and principal roads. In doing so, we took into account projectedgrowth in the urban population up to the year 2015.

Different levels of ambition

For each of these dimensions of connectivity, two levels of ambition are considered.

Base (or ideal) scenario. The base scenario assumes that all regional and national connectivitystandards will be met using paved roads, of at least 2-lanes for regional and at least 1-lane for nationalconnectivity. The RAI will be 75 percent, achieved through the use of single-surface-treatment roads.Urban connectivity aims for a target of 500 meters walking distance to an all-season road, met usingasphalt roads and at least 300m of paved road per 1,000 urban residents.

Pragmatic scenario. In recognition that the base scenario may prove to be prohibitively costly forsome countries, an alternative pragmatic scenario was also considered. The pragmatic scenario aims tomeet a similar degree of regional and national connectivity at a lower cost, essentially by reducing thestandards of infrastructure (for example, by substituting a single-surface-treatment road for an asphaltroad) and by lowering the target condition (for example, maintaining infrastructure to at least faircondition rather than to good condition). The pragmatic scenario also reduces the level of ambition forrural and urban connectivity. The RAI target drops from 75 percent to 50 percent, and it may be met usingall-weather gravel roads rather than single-surface-treatment roads. The urban accessibility target dropsfrom 500 meters to 1,000 meters maximum walking distance to an all-season paved road capable ofsupporting a bus service, and at least 150 meters of paved road per 1,000 urban residents. Both thesecriteria would be met using an all weather gravel road rather than a paved road.

Figure A Length of network needed to reach different levels of theRural Accessibility Index

R2 = 0.97

0%

10%

20%

30%

40%

50%

60%

70%

80%

90%

100%

- 200 400 600 800 1,000 1,200 1,400 1,600

Thousands of kilometers of all season road needed

Rur

al A

cces

sibi

lity

Inde

xRA

I

Thousandkmof“all-season”road

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EffectofuseofmotorcyclesonRAI§  Extensiveuseofmotorcyclesinsomecountries.

§  Motorcyclescanaccessareasthatlargervehiclescannot.

§  RecentLiberiastudyhighlightsextensiveuseofmotorcyclesforaccesstohealthcare,educationetc.

àAllowthemeasurementofanadditional,extra,‘countryRAI’value,forexamplethedifferencethatconsideringmotorcycleswouldmake.

ReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig 31

MovingfromSDGIndicatorTierIIItoTierII

§  Needawelldefinedandwidelyaccepted(egbyregionaldevelopmentbanks)methodology.

§  Needmeasurementsforasignificantnumberofcountries(20to40?),andaclearplanforbothmanymorecountrymeasurementsandhowallcountrymeasurementswillberepeatedinthefuture.

§  NeedtoinvolveNSOs(asrequiredbyIAEG-SDGs).

ReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig 32

Alternativemethodsofmeasurement§  TheInternationalRoughnessIndex(IRI)ismeasuredbymanydifferentmethods.

§  Similarly,thereisonlyoneactualvalueoftheRuralAccessIndex(RAI)inacountry,howeveritismeasured.

§  ToachieveasignificantinternationalcoverageofRAImeasurementsasrapidlyaspossible,theRAImeasurementmethodologyshouldallowtheuseofalternativemeasurementmethods.

ReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig 33

Accuracy§  Theaccuracyofeachdatasetneedstobeassessedandpublished.

§  Considertheaccuracyofeachdatasource,hencecalculateoveralllikelyaccuracy,andpossibleerror.

§  Whendifferentmethodsgivedifferentresults,theyaremeasuringthesamething(RAI),sotheaccuracyrangesshouldoverlapiftheassessmentsarecorrect.

ReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig

Metho

dA-

Metho

dB

RAI

overlap

34

ActualRAI

possibleerrorranges

Correctionfactors?§  Insomecases,theremaybeaknownsystematicerror,forexamplesomeruralroadsaremissing.

§  Whereaknownerrorexists,forexampletheruralroadnetworkisincomplete,estimateandapplyacorrectionfactor.

ReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig

Stan

dardM

etho

d

RAI

35

MeasuredvalueofRAI

correctionfactorforknown

systematicerror

calculatedvalue

NationallyAppropriateActions?SuggestedindiscussionmeetingatADB:

§  Learnfromclimatechange’NationallyAppropriateMitigationActions’(NAMA).

§  Agreeruralaccessibilityactionsneededspecifictoacountry(egbasedonSuM4Allrecommendations?)

§  Agreeamethodofmonitoringprogresstowardsachievingtheseactions.

§  àMonitorprogress.CouldthisbeanSDGIndicator?

ReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig 36

Recommendations

ReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig 37

(1)RAIDatabase§  DevelopadatabaseofallUNcountries.

§  DetailsofwhenSDGIndicator9.1.1(theRAI)isexpectedtobemeasured,andtheagencyleadingthismeasurement.

§  IncludedetailsofexistingmeasurementsoftheRAI.

ReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig 38

RECOMMENDATIONS-ReCAPTG2

(2)RAIMeasurementMethodologyGuidelines

§  Allowalternativemethodsofmeasurement.

§  Accuracymustbeverified,preferablybyNSO.

§  InadditiontothestandardmeasurementoftheRAI,allowanadditionalcountryvaluetobecalculated,forexampleincludingmotorcycles.

ReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig 39

RECOMMENDATIONS-ReCAPTG2

OverviewofRAIMeasurementMethodology

ReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig 40

CostDatasourcesTimescaleRepeatability

Statisticalmethod-Householdsurvey

Wholecountrymethod

-GISanalysis-Spreadsheetanalysis

VerificationbyNSO

ReviewandconsolidationbyWorldBank

Regionalsupportfromregionaldevelopmentbanks&

UNstatisticsspecialists

RAIMeasurementGuidelines

(3)RAIWebpage

§  AccesstoRAIDatabaseandGuidelines

§  Knowledgeexchange

§  Rolesoforganisationsandcontactpoints

ReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig 41

RECOMMENDATIONS-ReCAPTG2

§  Decideactionsneeded,financing,&dates

§  TargetNovember2018

ReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig 42

(4)ScheduletomoveSDGIndicator9.1.1toTierII

RECOMMENDATIONS-ReCAPTG2

(5)DevelopalternativeSDGIndicator(s)forruralaccess

§  Betterreflectcontemporaryruralaccessissues.§  Addressaccesstofacilitiesandprovisionoftransportservices.

§  WorkwithSuM4AllRAWG–for2020SDGreview§  Possiblealternativeapproachoffirstassessingthequalityofthenationalplanforruralaccess,andthenmeasuringprogresstowardsachievingit.

ReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig 43

RECOMMENDATIONS-ReCAPTG2

(6)Furtherresearch

§  Consultationwithadditionalorganisations.

§  ComparativestudiesbetweendifferentmethodsofmeasuringtheRAI.

§  Potentialuseofsmartphonedata.

ReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig 44

RECOMMENDATIONS-ReCAPTG2

ApplicationinReCAPCountries§  SupportmeasurementoftheRAIinselectedReCAPcountries.

§  RegionalcoordinationofRAImeasurementbyregionaldevelopmentbanks.

§  DeterminethemaximumsustainableleveloftheRAIthatcouldbeachievedineachcountry.

ReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig 45

RECOMMENDATIONS-ReCAPTG3

Discussion

ReCAPRAIStatusReview-SuM4AllRAWG23May2018Leipzig 46