格鲁吉亚2023世行企业调查实施报告(英文)_第1页
格鲁吉亚2023世行企业调查实施报告(英文)_第2页
格鲁吉亚2023世行企业调查实施报告(英文)_第3页
格鲁吉亚2023世行企业调查实施报告(英文)_第4页
格鲁吉亚2023世行企业调查实施报告(英文)_第5页
已阅读5页,还剩20页未读 继续免费阅读

下载本文档

版权说明:本文档由用户提供并上传,收益归属内容提供方,若内容存在侵权,请进行举报或认领

文档简介

1

TheGeorgia2023WorldBankEnterpriseSurveyImplementationReport

I.Introduction

ThisdocumentprovidesinformationontheWorldBankEnterpriseSurveys(WBES)implementedinGeorgiabetweenApril2023andSeptember2023.TheWBEScollectbothobjectivedatabasedonfirms’day-to-dayexperiences,andperceptionsofenterprisesregardingthebusinessenvironmentinwhichtheyoperate.TheWBESarealsousedtobuildapanelofenterprisedatathatmakesitpossibletotrackchangesinthebusinessenvironmentovertime.1

Thisreportdescribesthesamplingdesignofthesurvey,thedatasetstructureaswellasadditionalinformationthatmaybeusefulwhenusingthedata,suchasinformationonsurveynon-responseandtheappropriateuseofthesamplingweights.

II.SamplingStructure

TheWBESusestratifiedrandomsampling,wherethepopulationofestablishmentsisfirstseparatedintonon-overlappinggroups,calledstrata,andthenrespondentsareselectedthroughsimplerandomsamplingfromeachstratum.ThedetailedmethodologyisprovidedintheSamplingNote.2Stratifiedrandomsamplinghasseveraladvantagesoversimplerandomsampling.Inparticular,it:

•producesunbiasedestimatesofthewholepopulationoruniverseofinference,aswellasatthelevelsofstratification

•ensuresrepresentativenessbyincludingobservationsinallofthosecategories

•producesmorepreciseestimatesforagivensamplesizeorbudgetallocation,and

•mayreduceimplementationcostsbysplittingthepopulationintoconvenientsubdivisions.

TheWBEStypicallyusethreelevelsofstratification:industryclassification,establishmentsize,andsubnationalregion(usedincombination).Startingin2022,theWBESbasestheindustryclassificationonISICRev.4(withearliersurveysusingISICRev.3.1).3Forregionalcoveragewithinacountry,theWBEShasnationalcoverage.

II.1StratificationCategories

TheGeorgia2023WBESusesthefollowingstratificationcategories:

1A“panelinterview”referstoaninterviewwithabusinessthatwasalsointerviewedinthepreviousWBES.

2TheSamplingNoteisavailableat:

/content/dam/enterprisesurveys/documents/methodology/Sampling_Note-

Consolidated-2-16-22.pdf.

Forfurthermethodologicalbackgroundsee,RichardL.Scheaffer;Mendenhall,W.;

Lyman,R.,“ElementarySurveySampling”,FifthEdition,1996.

3TheWBESuniverseincludes:allmanufacturing(ISIC4.0codes10-32),services(ISIC4.0codes33,41-43,45-47,49-56,58,61,62,69-75,79,95).DetailsonsectoralcoverageandtheWBESuniverseofinferencecanbefoundintheEnterpriseSurveysManualandGuide(p.4).

2

•Industry:5categories:

•Withinmanufacturing:Food(ISICRev.4.0code10),andOtherManufacturing(ISICcodes11-32)

•Withinservices:Retail(ISICcode47),Hotels(ISICcode55),andOtherServices(ISICcodes33,41-46,49-53,56,58,61,62,69-75,79,95).

•Size:3categories:Small(5to19employees),Medium(20to99employees),Large(100ormoreemployees)

•Region:4categories:

•Tbilisi

•East:coveringKakhetiandKvemoKartli

•Center:coveringMtskheta-Mtianeti,ShidaKartli,Samtskhe-Javakheti,Imereti,Racha-Lechkhumi,andKvemoSvaneti

•NorthandWest:coveringAdjara,Guria,Samegrelo,andZemoSvaneti.

Industrystrataforthemanufacturingsectorwereselectedbytheircontributiontovalueadded,toemploymentandtototalnumberofestablishments,usingUNIDOINSTAT4,availableasofspring2023.Thefoodmanufacturingrepresents17%,28%and32%oftotalvalueadded,employment,andnumberofestablishments,respectively,withinthemanufacturingsector,withtherestofthesectorsgroupedintoaresidual,"OtherManufacturing",stratum.Bynumberofestablishments,themanufacturingsectorsstratifiedseparatelyrepresent18%ofthewholeESuniverse.

ThestratafortheservicessectorwereselectedbycontributiontogrossoutputusinginformationfromtheNationalStatisticsOfficeofGeorgia(GeoStat),availableasofspring2023.TheISICcode47stratifiedseparatelyrepresents13%ofthegrossoutputin2021.

RegionstrataoftheGeorgia2023WBESwereselectedbasedonadministrativedivisions,withterritoriesgroupedtogethertoachieveminimumrequiredprecisionofestimatesatthelevelofeachstratificationregion.

II.2Universe

Theuniverseofinferenceincludesallformal(i.e.,registered)privatesectorbusinesses(withatleast1%privateownership)andwithatleastfiveemployees.Intermsofsectoralcriteria,allmanufacturingbusinesses(ISICRev4.codes10-32)areeligible;forservicesbusinesses,thosecorrespondingtotheISICRev4codes33,41-43,45-47,49-53,55-56,58,61-62,69-75,79,and95areincludedintheEnterpriseSurveys.CooperativesandcollectivesareexcludedfromtheEnterpriseSurveys.Alleligibleestablishmentsmustberegisteredwiththeregistrationagency.InthecaseofGeorgia,registrationwasfromtheNationalAgencyofPublicRegistry.Theuniversetableisthetotalnumberofeligibleestablishments,andthetableispartitionedbythestratificationgroups(industryclassification,establishmentsize,andsubnationalregion)inacountry.

3

FortheGeorgia2023WBES,theuniversetable,showninTable1below,wasobtainedfromtheNationalStatisticsOfficeofGeorgia(GeoStat)inNovember2022.

II.3SamplingFrame

TheWBESrequiresthemostcompleteandup-to-dateSamplingFrame,thelistofeligibleestablishmentswithinformationonindustryclassification,size,addressandothercontactinformationthatwillbeusedtorandomlyselectthesample.IncountrieswhereapreviousroundoftheWBESexists,theSamplingFramealsoincludesthePanelSamplingFrame,whichprovidesinformationaboutalltheestablishmentsthatparticipatedinthepreviousroundoftheWBESinthecountry.

TheSamplingFramefortheGeorgia2023WBESwasconstructedfromthefollowingsources(seecountsofestablishmentsintheframeinTable2).ThePanelSamplingFramewasconstructedusinginformationonalltheestablishmentsthatparticipatedintheGeorgia2019WBES.

TheFreshSamplingFrame,i.e.,listofestablishmentsthatareintheWBESuniverseandthathavenotparticipatedintheGeorgia2019WBES,wasobtainedfromtheNationalStatisticsOfficeofGeorgia(GeoStat)inNovember2022.

ForeveryWBES,necessarymeasuresaretakentoensurethequalityoftheframe;however,thesampleframesarenotimmunetothetypicalproblemsfoundinestablishmentsurveys:positiveratesofnon-eligibility,repetition,non-existentunits,etc.Giventheimpactthatnon-eligibleunitsincludedinthesampleuniversemayhaveontheresults,eligibilityadjustmentsmaybeneededwhencomputingtheappropriatesamplingweightsforindividualobservations(ifandonlyiftheweightsarecomputedthesamplingframethatisalsotheuniverse).Table4reportsresponseoutcomes.

II.4SampleDesign

TheWBESsampledesign,i.e.,targetnumberofinterviewsineachcombinationofstratificationcategories(cells),isgeneratedusingthetwoprimarycriteria:1)minimizethedifferencefromthepurelyproportionalsamplewithineachcell;and2)achieveasufficientsamplesizebystratificationcategorytoallowforestimatesofagivenlevelofprecision.4AdditionalinformationonthecriteriafordeterminingthesamplesizebystratificationcategoryisgivenintheSamplingNote,andadditionalinformationonthesampledesignisgivenintheEnterpriseSurveysManualandGuide.5TheoriginalsurveydesignfortheGeorgia2023WBESisgiveninTable3.

4Additionalconstraintsarealsoconsideredinthedesignstage.Thesearegenerallypracticalandinclude,forexample,havingasufficientnumberofavailablecontactsinthesample.

5TheEnterpriseSurveysManualandGuideisavailableat:

/content/dam/enterprisesurveys/documents/methodology/Enterprise-Surveys-

Manual-and-Guide.pdf

4

III.DataCollection

ThedetailedinformationontheWBESmethodologyanddatacollectionisprovidedintheEnterpriseSurveysManualandGuide.TheinterviewsfortheGeorgia2023WBESwereconductedbetweenApril2023andSeptember2023.TheinterviewswereconductedinGeorgian.Formonetaryvariables,thecurrencywasGeorgianLari(GEL).

III.1Questionnaire

ThestandardWBESquestionnairecoversseveraltopicsregardingthebusinessenvironmentandbusinessperformance.Thesetopicsincludegeneralfirmcharacteristics,infrastructure,salesandsupplies,managementpractices,competition,innovation,capacity,landandpermits,finance,business-governmentrelations,exposuretobribery,labor,andperformance.InformationaboutthegeneralstructureofthequestionnaireisavailableintheEnterpriseSurveysManualandGuide.

ThequestionnaireimplementedintheGeorgia2022WBESincludedadditionalquestionstailoredfortheBusinessReadyreportcoveringinfrastructure,trade,governmentregulations,finance,labor,andothertopics.

III.2Contractor

ThefieldworkfortheGeorgia2023WBESwasimplementedbyACT-Georgia.TheselectionfortheimplementingagencyfollowedthestandardWorldBankprocurementpracticesthataredescribedinmoredetailintheEnterpriseSurveysManualandGuide.

III.3Samplingandscreening

SamplesaredrawnbytheEnterpriseSurveysteaminbatches,followingthestratificationandsampledesign.ThecontractorconductedathoroughscreeningprocessbeforeschedulingtheESinterviews.ResultsofthescreeningareprovidedusingtheeligibilityandstatuscodesaslistedinTable4.Incasesofunitnon-response(eitherarefusaloraninabilitytoobtainaninterviewafterexhaustiveattempts),thecontractorproceededwiththecontactthatappearednextinthelistdrawnintherespectivecell.Theprocessofsamplingandscreeningisdescribedinmoredetailinthe

EnterpriseSurveysManualandGuide.

III.4Surveyresponse

Inallsurveys,includingtheWBES,somerespondentschoosenottoparticipate.TheEnterpriseAnalysisteamandthecontractortakeallnecessarymeasurestoboostparticipation,throughvariousmethodsofrecruitment.Thepropermanagementofthescreeningprocessandsamplereplacementensuresthattheresultingsampleremainsrandom.

Themainmeasureofsurveyparticipationistheyield,whichistheratioofthetotalnumberofachievedinterviewstothetotalnumberofcontactedestablishments.Therearetwomainelementsthatboostyields.Firstisthesurveyparticipationrate,measuredastheshareofestablishmentsthatparticipatedamongthosethatcanbeassumedtohavebeeneligible.Thesecondelementisthequalityofframe.Ifonlyasmallfractionofthecontactedestablishmentsisactuallyeligibletoparticipateinthesurvey,thenthesamplingframeisfarfromideal.Thisqualityis

5

measuredbytheratioofthetotalnumberofestablishmentsthatcanbeassumedtobeeligiblefortheWBESwiththetotalnumberofcontactedestablishmentsintheframe.Inotherwords:

yield=surveyresponserate*Rateofqualityoftheframe

whichcanrewrittenasfollows:

Table5providesthesemeasuresfortheGeorgia2023WBESandacrossitsstratificationlevels.

III.5AchievedSample

Tables6and7providecountoftheWBESinterviewscollectedforeachstratificationcell,i.e.,brokendownbyindustry,establishmentsize,andregion.Table6reportsfullsample,whileTable7showscountsofonlypanelinterviews.

III.6SamplingWeights

SincetheWBESusesstratifiedrandomsampling,individualobservationsshouldbeproperlyweightedwhenmakinginferencesaboutthepopulation,sinceunweightedestimatesarebiasedunlesssamplesizesareproportionaltothesizeofeachstratum.ForeachWBES,specialcareisgiventocorrectlycomputesamplingweights.WhenevertheUniverseisusedtodrawthesample(i.e.,SamplingFrameisthesameastheUniverse)itisimperativetoaccuratelyadjusttheuniversewithineachstratumtoaccountforthepresenceofineligibleestablishments(e.g.,thefirmdiscontinuedbusinesses,orisdeemedineligibleduetoitsbusinessactivityorhavingfewerthanfiveemployees).Propertreatmentofpanelestablishmentsisalsocrucial.DetailsabouthowtheWBESsamplingweightsarecalculatedaregivenintheSamplingNote.

FortheGeorgia2023WBES,thefollowingstratawerecombinedduetolackofcompletedinterviewsinthecorrespondingsubsetofstrata:mediumandlargefirmswerecombinedin:(i)East,Retail;(ii)East,OtherServices;(iii)Center,Hotels;and(iv)NorthandWest,Retail.

Threeversionsofsamplingweightsarecalculated,dependingontheassumptionsthatdetermineeligibilityofestablishmentstobecountedtowardstheWBESuniverse.Theseassumptionsarecalledweak,medium,andstrong;andaredefinedasgiveninthetablebelow.PrevalenceofeachoftheseoutcomesfortheGeorgia2023WBESisgiveninTable4.AllindicatorsandanalysisconductedbytheEnterpriseSurveysteamusethesamplingweightsbasedonthemedianassumption.Tables8-10reportestimateduniversebasedontherespectiveassumption.

6

Assumption

EligibilitycodesforinclusionintheWBESuniverse

Strict

1,2,3,4,16

Median

1,2,3,4,16,10,11,13

Weak

1,2,3,4,16,10,11,13,91,92,93,94,12

Fordescriptionsofeacheligibilitycode,seeTable4.

III.7Itemresponserates

Itemresponseratemustbedifferentiatedfromsurveyresponserates.Thelatterreferstoparticipationinthesurveyitself(seeSectionIII.4)whereastheformerreferstotheabsenceofresponsestospecificsurveyquestions.6TheWBES,asanysurvey,sufferfromitemnon-response;anddifferentstrategiesareusedbythedatacollectionteamtoaddressthis.Inparticular:

•Forsensitivequestions,suchasoncorruptionortaxevasion,enumeratorswereinstructedtocollecttherefusaltorespond(-8)asaseparateresponsecategoryfromdon’tknow(-9).

•Establishmentswithincompleteinformationwerere-contactedtofillgaps.

Table11providesitemresponseratesforseveralkeyvariables,brokendownacrossthestratificationlevels.ACT-Georgiareportedthatanumberofrespondentswereirritatedandrefusedtoanswerquestionsonsalesandcosts;inonecasecompletelystoppingtheinterview.However,theitemresponserateswerehighoverall,withrespondentslisteningtothequestionswithinterestandactivelyparticipatedinthesurvey.

III.8DatabaseStructure

TheWBESdatafilesareorganizedinwaysthatreflectthecorrespondingquestionnaire.Thevariablesthatarestandardacrosscountrieshavethefirstletterintheirnamecorrespondtothequestionnairesectionwherethevariablebelongsinthequestionnaire,i.e.,a1denotessectionA.Allvariablesarenumericwiththeexceptionofthosevariableswithan“x”attheendoftheirnames.Thesuffix“x”denotesthatthevariableisalpha-numeric.TheGeorgia-specificoptionsusedinvariableb1arestoredinvariablenamedb1_GEO.

TheWBESdatafilescontaintwoestablishmentidentifiers,idstdandid.Theformerisaglobaluniqueidentifierofeachestablishment,whilethelatterisuniqueidentifierwithineachsurvey.ThevariableidstdcanbeusedtomatchtheWBESestablishmentone-to-oneacrossdatabases.Thevariableswweak,wmedian,andwstrongcorrespondingtosamplingweightsbasedon,respectively,weak,median,andstrongassumptionsabouteligibility(seeSectionIII.6).Thevariablestratacorrespondstothestratumofeachobservation.7

Additionally,theWBESdatafilescontainmanystandardvariables.Thevariabled1a2_v4denotesthemainactivityoftheestablishment,asobtainedduringtheWBESinterview,codedin

6TheWBESquestionnaireisorganizedsothatthereisalwayssomeentryinthedatabasewhenthequestionwas

posed.Anemptyentrymeansthatthequestionwasnotaskedtothecorrespondingrespondent,typically,duetoskippatterns,orlackofapplicabilityofthatquestioningeneral.

7Notethatthesamplingweightsmayvarywithinstrataforpanelestablishmentsduetotheprocedureusedforprojectingtheuniversefromthepreviousroundofthesurvey.

7

thefour-digitISICRev.4.UsersshouldnotethatthisactivitymaydifferfromtheindustryclassificationgivenintheSamplingFrame,a4a.Usersaregenerallyadvisedtouseindustrycategoriesbasedontherealizedinformationind1a2_v4.Additionalsamplinginformationiscontainedinvariablesa2(region)anda6a(size).Thevariablepanelidentifiespanelestablishments,i.e.,thosethatparticipatedintheGeorgia2019WBES.Thecombinationofa4a,a2,a6a,andpanelformsstratumofeachestablishment,whichiscontainedinvariablestrata.

Thelastcompletefiscalyearforeachestablishmentiscontainedinvariablesa20m(lastmonthoflastcompletefiscalyear)anda20y(lastcompletefiscalyear).

NotethatwhenanentryintheWBESdatabaseisempty,thismeansthatthequestionwasnotaskedtothecorrespondingrespondent.Thishappenswhenthequestionisdeemedinapplicable,duetoskippatternsorotherreasons.Incaseswhenthequestionwasposed,someentryisprovided,includingdon'tknow,whichisanexampleofitemnon-response.

8

IV.UsefulLinks

TheusersoftheWBESdatamayfindthefollowinglinksuseful:

•SamplingNoteisavailableat:

/content/dam/enterprisesurveys/documents/methodolog

y/Sampling_Note-Consolidated-2-16-22.pdf

•TheEnterpriseSurveysManualandGuideisavailableat:

/content/dam/enterprisesurveys/documents/methodolog

y/Enterprise-Surveys-Manual-and-Guide.pdf

•TheWBESglobalquestionnairesareavailableat:

/en/methodology

•TheprojectsthatarecurrentlybeingimplementedbytheEnterpriseSurveysteamareavailableat:

/en/methodology/current-projects

•ThelistofallWBESdatabasesanddetailedinformationabouteachisavailablehere:

/content/dam/enterprisesurveys/documents/methodolog

y/DataDetails.xls

•ThedescriptionoftheWBESindicatorsisavailableat:

/content/dam/enterprisesurveys/documents/Indicator-

Description.pdf

9

FactSheet

SourceofUniverseTable

NationalStatisticsOfficeofGeorgia(GeoStat),obtainedinNovember2022

SourceofSamplingFrame

NationalStatisticsOfficeofGeorgia(GeoStat),obtainedinNovember2022,and2019WorldBankEnterprise

Survey

Stratificationsectors

FoodManufacturing;Othermanufacturing;Retail,Hotels,andOtherServices

Stratificationsizes

Small(5to19employees),Medium(20to99employees),Large(100+employees)

Stratificationregions

Tbilisi;East(coveringKakhetiandKvemoKartli);Center(coveringMtskheta-Mtianeti,ShidaKartli,

Samtskhe-Javakheti,Imereti,Racha-Lechkhumi,andKvemoSvaneti);NorthandWest(coveringAdjara,Guria,Samegrelo,andZemoSvaneti)

Contractor

ACT-Georgia

Fieldworkdates

April2023-September2023

Interviewlanguages

Georgian

Surveysoftware

SurveySolutions

Currencyfornominalvariables

GeorgianLari(GEL)

Referencefiscalyear

2023(592obs.)

SampleSize

Total:592;Fresh:353Panel:239

Surveyresponserates

Yield:25.5%Responserate:47.3%Framequality:54%

Itemresponserates

d2:95.1%n2a:87%l1:100.0%allTFPvars.:62.6%

Additionaltopicscoveredinthe

questionnaire

QuestionsrelatedtotheBusinessReadydeport

10

Tables

Table1:Georgia2023WBESUniverse

Food

OtherManufacturing

Retail

Hotels

OtherServices

GrandTotal

Tbilisi

Small(5-19)

209

670

1074

183

3699

8,814

Tbilisi

Medium(20-99)

73

226

248

70

1035

Tbilisi

Large(100+)

24

41

75

19

194

East

Small(5-19)

65

145

276

20

468

East

Medium(20-99)

11

56

20

8

78

2,164

East

Large(100+)

3

19

3

1

5

Center

Small(5-19)

171

222

424

63

825

Center

Medium(20-99)

28

61

39

15

112

Center

Large(100+)

7

22

2

4

15

2,381

NorthandWest

Small(5-19)

143

161

428

80

1096

NorthandWest

Medium(20-99)

31

39

37

23

234

NorthandWest

Large(100+)

4

12

5

12

26

769

1,674

2,631

498

7,787

13,359

Source:NationalStatisticsOfficeofGeorgia(GeoStat),obtainedinNovember2022

OtherManufacturing

Retail

Hotels

OtherServices

GrandTotal

Table2:Georgia2023WBESSampleFrame(FreshandPanelCombined)Food

Tbilisi

Small(5-19)

214

680

1091

195

3727

9,052

Tbilisi

Medium(20-99)

80

244

257

84

1056

Tbilisi

Large(100+)

30

48

87

19

210

East

Small(5-19)

74

157

297

23

479

East

Medium(20-99)

17

72

24

13

89

2,316

East

Large(100+)

3

23

4

1

7

Center

Small(5-19)

175

233

438

77

838

Center

Medium(20-99)

39

68

43

29

123

Center

Large(100+)

9

29

2

6

20

2,569

NorthandWest

Small(5-19)

157

177

453

98

1109

NorthandWest

Medium(20-99)

46

48

48

30

254

NorthandWest

Large(100+)

8

17

7

15

36

852

1,796

2,751

590

7,948

13,937

Source:NationalStatisticsOfficeofGeorgia(GeoStat),obtainedinNovember2022

11

Table3:OriginalSurveyDesign(FreshandPanelCombined)

OtherManufacturing

Retail

Hotels

OtherServices

GrandTotal

Food

Tbilisi

Small(5-19)

5

10

15

7

42

232

Tbilisi

Medium(20-99)

5

5

5

5

13

Tbilisi

Large(100+)

8

6

11

8

5

East

Small(5-19)

28

14

22

11

7

East

Medium(20-99)

9

17

10

8

5

188

East

Large(100+)

1

12

2

1

3

Center

Small(5-19)

7

13

18

20

11

Center

Medium(20-99)

13

8

7

h

5

Center

Large(100+)

5

15

1

4

5

180

NorthandWest

Small(5-19)

16

5

20

19

14

NorthandWest

Medium(20-99)

17

5

5

11

5

NorthandWest

Large(100+)

6

10

4

8

5

120

120

120

120

120

600

Table4:ResponseOutcomes

Totals

Ratesrelativetototalcontacted

OverallContactsavailableinframe

13,937

Issued

2,377

Contacted

2,318

ScreeningphaseEligibles

648

28.0%

Screenerrefusals

461

19.9%

Assumedeligibles

1,251

54.0%

Ineligible+outoftarget

373

16.1%

Unobtainables

833

35.9%

InterviewphaseInterviewrefusals

56

2.4%

(onlyifeligible)Completeinterviews

592

25.5%

12

Table5:SurveyYieldRates

Stratification

Yield

Survey

responserate

Framequality

Panel

Fresh

19.5%

39.0%

50.1%

Panel

46.7%

69.1%

67.6%

Size

Small(5-19)

22.7%

48.0%

47.3%

Medium(20-99)

31.4%

50.1%

62.6%

Large(100+)

26.5%

42.0%

63.1%

Region

Tbilisi

21.6%

40.1%

53.8%

East

30.2%

49.2%

61.5%

Center

32.0%

57.9%

55.3%

NorthandWest

24.8%

51.6%

48.0%

Sector

Food

30.5%

53.4%

57.0%

OtherManufacturing

32.0%

52.6%

60.9%

Retail

22.5%

41.7%

54.1%

Hotels

30.0%

54.0%

55.5%

OtherServices

19.5%

40.7%

48.0%

Overall

Georgia2023

25.5%

47.3%

54.0%

Notes:theratesarecalculatedasdefinedinSectionIII.4

Table6:AchievedTotalSample(FreshandPanelCombined)

Hotels

OtherManufacturing

Retail

OtherServices

GrandTotal

Food

Tbilisi

Small(5-19)

10

15

21

9

43

283

Tbilisi

Medium(20-99)

8

15

5

9

14

Tbilisi

Large(100+)

5

17

21

8

15

East

Small(5-19)

19

14

13

7

15

East

Medium(20-99)

9

11

7

5

7

159

East

Large(100+)

1

5

1

1

1

Center

Small(5-19)

14

7

10

20

13

Center

Medium(20-99)

17

7

4

13

6

Center

Large(100+)

3

6

1

1

6

150

NorthandWest

Small(5-19)

14

13

17

14

12

NorthandWest

Medium(20-99)

12

7

6

10

7

NorthandWest

Large(100+)

5

5

2

4

5

117

122

108

101

144

592

13

Table7:AchievedPanelSample

Food

OtherManufacturing

Retail

Hotels

OtherServices

GrandTotal

Tbilisi

Small(5-19)

1

6

8

6

4

95

Tbilisi

Medium(20-99)

5

12

2

6

3

Tbilisi

Large(100+)

2

3

6

0

6

East

Small(5-19)

3

5

8

2

7

East

Medium(20-99)

5

8

3

3

3

68

East

Large(100+)

0

2

1

0

1

Center

Small(5-19)

1

3

4

9

2

Center

Medium(20-99)

6

4

1

10

2

Center

Large(100+)

2

4

0

1

3

76

NorthandWest

Small(5-19)

7

9

12

8

0

NorthandWest

Medium(20-99)

9

4

2

2

3

NorthandWest

Large(100+)

2

2

2

2

2

43

62

49

49

36

239

Table8:WeakUniverseEstimates

Food

OtherManufacturing

Retail

Hotels

OtherServices

GrandTotal

Tbilisi

Small(5-19)

182

580

980

156

3579

8187

Tbilisi

Medium(20-99)

64

198

229

61

1014

Tbilisi

Large(100+)

21

35

68

16

186

East

Small(5-19)

51

113

228

15

409

East

Medium(20-99)

9

44

0

6

0

1705

East

Large(100+)

2

15

0

1

0

MediumandLarge

East

(20+)

0

0

17

0

65

Center

Small(5-19)

128

164

331

46

683

Center

Medium(20-99)

22

46

31

0

94

Center

Large(100+)

5

16

2

0

12

1993

MediumandLarge

Center

(20+)

0

0

0

14

0

Nor

温馨提示

  • 1. 本站所有资源如无特殊说明,都需要本地电脑安装OFFICE2007和PDF阅读器。图纸软件为CAD,CAXA,PROE,UG,SolidWorks等.压缩文件请下载最新的WinRAR软件解压。
  • 2. 本站的文档不包含任何第三方提供的附件图纸等,如果需要附件,请联系上传者。文件的所有权益归上传用户所有。
  • 3. 本站RAR压缩包中若带图纸,网页内容里面会有图纸预览,若没有图纸预览就没有图纸。
  • 4. 未经权益所有人同意不得将文件中的内容挪作商业或盈利用途。
  • 5. 人人文库网仅提供信息存储空间,仅对用户上传内容的表现方式做保护处理,对用户上传分享的文档内容本身不做任何修改或编辑,并不能对任何下载内容负责。
  • 6. 下载文件中如有侵权或不适当内容,请与我们联系,我们立即纠正。
  • 7. 本站不保证下载资源的准确性、安全性和完整性, 同时也不承担用户因使用这些下载资源对自己和他人造成任何形式的伤害或损失。

评论

0/150

提交评论