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No.2023-17(December)
brief
policy
KeyPoints
•InIndia,thefemalelabor
forceparticipationrateis
higherinruralareasthaninurbanareas.
•Thedistributionofjobs
ishighlyskewedtoward
agricultureintherural
economy,whichdrivesdownwagesforwomenworkers.
•Low-earning,unpaidfamilyworkandownaccount
workconstitutethehighestproportionoffemale
employmentinruralIndia,whileurbanareashave
mostlyhigher-payingregularsalariedjobs.
•Informalskilltrainingdoesnotleadtoanincreaseinwagesforwomenworkersascomparedtoformalskilltraining.
•VeryfewwomenworkersinIndiareceiveanysocialsecuritybenefits.
©2023AsianDevelopmentBankInstitute
ISSN2411-6734
DOI:
/10.56506/
BDXR3681
Thisworkislicensedundera
CreativeCommonsAttribution-NonCommercial-ShareAlike4.0InternationalLicense.
AStatisticalPortraitofthe
IndianFemaleLaborForce
CledwynFernandez,Fellow,IndianCouncilforResearchon
InternationalEconomicRelations(ICRIER),India
HavishayePuri,ResearchAssistant,ICRIER,India
1.Introduction
Thefemalelaborforceparticipationrate(FLPR)inIndiahasseenadecliningtrendsincethe1990sdespitestrongeconomicgrowth,declineinfertility,expansionofeducation,andimprovedaccesstoinfrastructure(Klasens2019).TheFLPRisanimportantmetricforaneconomyasitleadstoimprovedandsustainedgrowth.AccordingtoMcKinseyGlobalInstitute’srecentreport,ThePowerofParity:AdvancingWomen’sEqualityinAsia-Pacific,1morethan70%ofthepotentialGDPopportunitycomesfromincreasingwomen’sparticipationinthelaborforceby10percentagepoints.Therefore,itisimportantthatIndialeverageitslargefemalepopulationbyencouragingthemtojointhelaborforce.
WhilemostG20economieshavesustainedtheirFLPRlevelsovertheprevious2decades,India’strajectoryhasbeentheopposite.In2021,IndiarecordedthelowestFLPRacrossallG20economies(Figure1),showingaseculardeclinefrom2000.Onobservinghistoricaltrends,thispatternofdecliningFLPRcanbetracedbackmuchfurtherinIndia.ThecountryrecordedanFLPRof24.1%in1955,whichincreasedto33%in1972.2Sincethen,theFLPRhasseenagradualandconsistentdeclinetoabout23%2017.3However,thisdecliningtrendhasbeguntoreverse,withtheFLPRimprovingto33%in2021.4Onfurtherdisaggregationofthedata,wefindthattheincreaseinFLPRisbeingprimarilydrivenbylocationandindustry-specificfactors,suchastheincreasingparticipationofwomeninagriculturewithintheruraleconomy.
Againstthisbackground,thispolicybriefseekstoaddress2questions:(1)WhatexplainsthechangingtrendofFLPRfrom2017–2018to2021–2022and(2)WhatexplainstheheterogeneityacrossdemographyandindustriesinIndiawithregardtotheFLPR.Toanswerthesequestions,weusetheestimatesofthelatestroundofthePeriodicLabourForceSurvey(PLFS),conductedbetweenJuly2021andJune2022.
1
/featured-insights/gender-equality/the
-power-of-parity-advancing-womens-equality-in-asia-pacific.
2Nikore,M.2019.WhereAreIndia’sWorkingWomen?TheFallandFallofIndia’sFemaleLabourParticipationRate.LondonSchoolofEconomics.
3PeriodicLabourForceSurvey2017–18.
4PeriodicLabourForceSurvey2021–22.
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Figure1:FemaleLaborForceParticipationRateAcrossG20Countries(%)
80
70
60
50
40
30
20
10
0
68
64
60
56
53545353
5050
494848
4344
40
33
30
28
25
23
20
17
555655
5051
5253
48
62
52
59
52
28
51
51
24
People'sRepublicofChina
AustraliaRussianFederation
G7
RepublicofKorea
BrazilIndonesiaSouth
Africa
ArgentinaMexicoTürkiyeSaudi
Arabia
India
Avg.2001–2007Avg.2008–2014Avg.2015–2021
Note:TheG7averageincludestheEuropeanUnion.
Source:WorldBank.
ThissurveyhasbeenconductedannuallybytheNationalStatisticsOffice(NSO)since2017–2018andiswidelyusedtoestimateIndia’slabormarketstatisticsacrossruralandurbanareas.
2.GeneralTrends
TheFLPRtrendisbroadlyexplainedthroughdemandandsupplysidefactorsinacademicliterature.Kapsosetal.(2014)explainthelowFLPRinIndiathroughdemand-sidefactors.Theauthorspointtothefactthatgendersegregationofoccupationandthelackofgrowthindemandforlaborinsectorsdominatedbywomenhaveresultedinlowparticipation.Inessence,boththenumberandtypeofjobsmatter(DasandDesai2003).KhatiwadaandVeloso(2019)discusshownewtypesofworkindevelopingAsiainfluenceaccesstoemergingopportunities.Theyfurtheremphasizehowmenhavetraditionallyhadaccesstoagreaterproportionoftheseopportunities.Similarly,MehrotraandParida(2017)pointoutthattheuseofseeddrillers,harvesters,andthreshershasdisproportionatelydisplacedfemaleworkersfromtheworkforce.Onthesupplyside,KlasenandPieters(2015)identifytheforcesforthestagnatingFLPRinIndiausingmicro-leveldata.Theauthorsconcludethatmaleincomeandeducationreducesfemalelaborforceparticipation.
Thepositiveeffectofhighereducationismoderatedbyopposingfactorslikesocialconstraints.Thus,factorssuchashouseholdincome,societalandculturalnorms,andmigrationcouldaffecttheFLPRinIndia.Inthissection,wepresentsomegeneralobservationsforthefemalelaborforceinIndiabyanalyzingitaccordingtogeography,demographics,industry,andoccupations.
TheFLPRabovetheageof15hasshownsolidimprovementinIndiafrom23%in2017–2018to33%in2021–2022.Remarkably,thistrendhasbeenconsistentthroughoutthevariousstates,withveryfewexceptions.However,thereisacleardividewithintheFLPRacrossstates.WhilestateswithinthenortheastofthecountryandthoseprimarilyadjacenttotheHimalayaslikeHimachalPradesh(66%),Uttarakhand(33%),Sikkim(58%),Meghalaya(50%),andNagaland(51%)havearelativelyhigherFLPRascomparedwiththeIndianaverage(33%);statesalongtheIndo-GangeticplainslikePunjab(24%),Haryana(19%),Delhi(12%),UttarPradesh(26%),Bihar(10%),andWestBengal(28%)haveperformedpoorlyascomparedwiththerestofthecountry.StatessituatedinsouthernandwesternpartsofthecountryarebetterperformersthantherestofIndia,withTelangana(45%)andAndhraPradesh(43%)leadingtheFLPRmetric,followedbyTamilNadu(41%),Maharashtra(38%),Kerala(37%),andGujarat(34%).
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Giventhat79%ofIndia’sfemalelaborforceissituatedinruralareas,theFLPRtrendisdominatedbystructuralchangesintheruraleconomy.TheFLPRinruralareashasincreasedatafasterpacefrom25%in2017–2018to37%in2021–2022ascomparedwithachangefrom20%to24%inurbanareas.AsKapsosetal.(2014)observe,thelabormarketdifferssignificantlybetweentheruralandurbanregionsofthecountry.Thesedifferingoutcomesareprimarilydrivenbythedominanceofagricultureinruralareasandthediversifiedcompositionofsectorswithinurbanareas.Asaresult,sectoraldivergenceisthedrivingfactorofthedifferingpaceofFLPRchangeinboththeregions.Thus,fortheremainderoftheanalysis,wedividethefemalelaborforceintoruralandurbancohortsandexaminetheresultsforeach.
2.1DemographicIndicators
AsshowninFigure2,wefindthattheruralFLPRisconsistentlyhigherthantheurbanFLPRacrossallincomedeciles(asproxiedbythedecilesofUsualMonthlyPerCapitaExpenditure[UMPCE]decileclasses).AnotherinterestingfindingisthattheFLPRishigherasthepopulation5getsricherinIndia.TheFLPRis20%in
Figure2:IncomeDecileClassesandFLPRinIndia,2021–2022
IncomeDeciles
90–100
80–90
70–80
60–70
50–60
40–50
30–40
20–30
10–20
0–10
25.7
34.8
21.6
33.7
20.7
30.7
19.7
29.1
18.9
27.6
18.1
26.2
17.4
24.6
16.4
23.6
15.3
22.3
14.6
20.1
010203040
FLPR(%)
UrbanRural
Source:Authors’computationofthePLFSdata.
thebottom10%ofruralpopulationbutchangesto35%inthetop10%.Thischangeisrelativelysimilarinurbanareas,wheretheFLPRis15%inthebottom10%oftheurbanpopulationand26%inthetop10%.ThistrendisconsistentacrossmoststatesinIndia,withafewoutliers(TableA2.1intheonlineAppendix2).
Furthermore,intheruraleconomy,thevastmajorityofthefemalelaborforceisemployedinagricultureacrossallincomedeciles(Figure3).However,thisproportiondeclinesasthepopulationgetsricher,from81%inthebottom10%ofthepopulationto63%inthetop10%.Thisiscomplementedbyaconsistentincreaseofwomenworkersinmanufacturingandservicesaswethemoveuptheincomedeciles.Withinurbanareas,theproportionofwomenworkinginmanufacturingandrelatedindustriesconsistentlydeclinesfrom33%forthelowestincomedecileto13%forthehighestincomedecile.Conversely,theproportionofwomenworkingintheservicesindustryincreasesfrom46%forthelowestincomedecileto85%forthehighestincomedecile.Agriculturefollowsasimilartrajectoryaswithruralareas,withtheshareofwomenworkersdecliningasthepopulationgetsricher.
Consistentwithindustrytrends,thehighestFLPRinruralareasisfoundinhouseholdsthateithersupplycasuallabortoagricultureorareself-employed(Figure4).Incontrast,withinurbanareas(withahighshareoftheservicesector),thehighestFLPRiswithinhouseholdsthatearnaregularsalary.Wetakedetailedlookatfemaleemploymenttrendswithindifferentsectorsoftheeconomyinthenextsubsection.
ComparingtheFLPRacrosseducationlevels,weseeaU-shapedrelationship(inbothruralandurbanareas);wheretheFLPRreachesitsnadirforwomenhavingachievedsecondary/highersecondaryeducationandisrelativelyhigherfortheoppositeends(Figure5a).Inbothrural(59%),andurban(48%)areas,itishighestforwomenwhohaveearnedadiplomaorcertificate.Thosewithapostgraduatedegreeorabovecomenext(47%inurbanareasand42%inruralareas).
LookingattheFLPRacrossmaritalstatus,wefindthatmarriedwomenhaveasignificantlyhigherFLPRthanwomenwhohaveneverbeenmarriedinruralareasandalmostsimilarparticipationratewithinurbanareas.(Figure5b).OnanalyzingtheFLPRbyagegroup(Figure6),weseethattheFLPRisthehighest
5Thisresultisforahouseholdlevelanalysis.
AStatisticalPortraitoftheIndianFemaleLaborForce3
IncomeDeciles
Rural
0–1010–2020–3030–4040–5050–6060–7070–8080–90
90–100
Urban
0–1010–2020–3030–4040–5050–6060–7070–8080–90
90–100
3
2927
23
UrbanHHType
Regular
Others
Casuallabourwage/salaryearningSelf-employed
RuralHHType
Others
Casuallabourin:non-agriculture Casuallabourin:agriculture Regularwage/salaryearningSelf-employedin:non-agricultureSelf-employedin:agriculture
51
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Figure3:DistributionofFemaleWorkersbyIncomeDecileClassesAcrossSectors,2021–2022(%)
0102030405060708090100
81
84
83
81
78
77
76
74
70
63
33
39
32
33
34
33
30
28
72
85
16
15
52
52
11
11
10
11
6
6
6
9
10
43
46
65
61
53
57
22
21
21
13
13
13
18
10
13
12
15
15
17
14
14
11
8
8
3
7
7
uAgricultureuIndustryServices
Source:Authors’computationofthePLFSdata.
Figure4:FLPRbyHouseholdTypeAboveAge15,2021–2022(%)
1
36
33
28
43
0102030405060
FLPR(%)
Source:Authors’computationofthePLFSdata.
ADBIPolicyBriefNo.2023-17(December)4
5
0
Currentlymarried
Nevermarried
Currentlymarried
Widowed
Separated
Nevermarried
Urban
Widowed
Separated
Rural
13
10
6
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Figure5a:FLPRbyEducationLevelAbove15Years,2021–2022(%)
70
60
50
40
30
20
10
0
Notliterate
Literatewithoutformalschooling
Literate:primaryandbelow
Middle
Secondary
Highersecondary
Diploma/certicatecourse
Graduate
Postgraduateandabove
UrbanRural
Source:Authors’computationofthePLFSdata.
Figure5b:FLPRbyMaritalStatusforWomenAbove15Years,2021–2022(%)
70
61
60
53
50
42
40
34
30
24
24
23
18
20
10
Figure6:FLPRbyAgeGroup,2021–2022(%)
60
50
40
30
20
10
0
5656
54
52
47
44
3334
34
31
32
30
29
28
24
25
23
13
RuralUrban
15–1920–2425–2930–3435–3940–4445–4950–5455–5960–6465andabove
Source:Authors’computationofthePLFSdata.
AStatisticalPortraitoftheIndianFemaleLaborForce5
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(approximately55%)withintheagesubsetof35–54fortheruraleconomy.However,fortheurbaneconomy,theFLPRisuniformlydistributedacrossallagecategories.Thus,onecaninferthattheFLPRishighlyskewedtowardmiddle-agecategoriesintheruralareas,butmoremoderatelydistributedacrossawideragecohortintheurbancontext.
2.2SectoralIndicators
Asdiscussedearlier,FLPRamongwomenworkersgrewatamuchfasterpaceinruralareasascomparedwiththeurbanregionsofthecountryfrom2017–2018to2021–2022.Thebulk(80%)ofthisincreaseinruralareashasbeenduetotheincreaseinemploymentofwomeninagriculture.Incontrast,theincreaseinurbanareasisspreadacrossawiderangeofsectorsincludingmanufacturingandrelatedindustries;trade,retailandwholesaleservices;agriculture;andbusinessandprofessionalservices.Thus,whiletheoverallemploymentrateisonlyametric,itiscriticaltounderstandthequalityofjobsthatwomenareengagedin.Asectoralanalysisacrossruralandurbanareasprovidesasnapshotofthedifferentindustriesinwhichthefemalelaborforceisinvolved.
AsshowninFigure7,intheruraleconomy,76%ofthejobsforwomenareintheagriculturalsector(having
increasedfrom73%in2017–2018),while8%ofthewomenareemployedacrossmanufacturingindustries.Attheurbanlevel,thefemaleworkforceismorebroadlydistributedacrossvarioussectors.Manufacturingandrelatedindustriesmakeuproughly25%offemaleemployment,closelyfollowedbyserviceindustrieslikeeducation(12%);trade,retailandwholesale(12%);householdservices(10%);andbusinessandprofessionalservices(9%).Interestingly,agricultureonlyaccountsfor11%offemaleemploymentinurbanIndia.Apartfromafewoutliers,thestate-wisedistributionoffemaleemploymentbyindustry(FigureA2.1intheonlineAppendix2)showsasimilartrend,whichisconsistentwiththenationaltrend.
GiventhatthemanufacturingsectorisamajoremployerofwomeninIndia,wefurtherdisaggregatetheemploymenttrendswithinmanufacturingandrelatedindustriesforurbanandruralIndia(Figure8).Thetrendisuniformacrossbothruralandurbancontexts,withavastmajorityoffemalejobsbeingconcentratedintextiles;leatherandapparel;andfood,beverages,andtobaccoindustries.Withintheseindustries,thelargestsharesoffemaleemploymentareinapparelmanufacturingandtobacco.Otherimportantindustriesincludemetalandpaper-basedproductindustriesinruralareasandminingaswellaschemicalandpharmaceuticalindustriesinurbanareas.
Figure7:ShareofFemaleEmploymentbyIndustry,2021–2022(%)
100
90
80
70
60
50
40
30
20
10
0
3
3
3
3
8
10
3
9
12
12
76
25
11
3
5
6
Rural
Urban
Agriculture
Industry
Education
Trade,Retail,andWholesaleServices
BusinessandProfessionalServices
Construction
HouseholdServices
Healthcare
OtherServices
HotelsandRestaurants
PublicAdministrationandDefense
TransportServices
Media,Entertainment,andCulture
TelecomandBroadcasting
Source:Authors’computationofthePLFSdata.
ADBIPolicyBriefNo.2023-17(December)6
23
India32
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Figure8:ShareofFemaleEmploymentinManufacturingandRelatedIndustries,2021–2022(%)
Urban
Rural
2244641758
5462951
0102030405060708090100
Automobiles
CokeandRenedPetroleum
Mining
MetalandMetalProducts
Computer,Electronics,andElectricEquipment
UtilityServices
ChemicalsandPharmaceuticals
Printing,Wood,andPaper
Others
Non-MetalandNon-MetalProducts
Food,Beverage,andTobacco
Textiles,Leather,andApparel
Source:Authors’computationofthePLFSdata.
Wealsolookatgenderratios6acrossruralandurbanIndia(Figure9).Atanationallevel,womencontributeto23%oftotalemploymentinurbanareasand32%oftotalemploymentinruralareas.Withinbothruralandurbanareas,industrieslikeagriculture,education,healthcare,
andhouseholdserviceshaveahighergenderratiothanthenationalaverage.
Lookingatwages,weseethatwomeninurbanareasmake,onaverage,2.15timesasmuchaswomenin
Figure9:GenderRatiobyIndustry,2021–2022)(%)
70
48
53
50
54
46
38
41
HouseholdServices
Healthcare
Education
Agriculture
21
36
24
30
BusinessandProfessionalServices
Industry
25
17
19
19
20
16
OtherServices
PublicAdministrationandDefense
HotelsandRestaurants
—14
14
14
4
10
5
7
8
Trade,Retail,andWholesaleServices
Media,Entertainment,andCulture
TelecomandBroadcasting
Construction
TransportServices12
01020304050607080
Shareoffemaleworkersamongtotalworkers
UrbanRural
Note:Indiaindicatestheaveragegenderratioacrossindustries.
Source:Authors’computationofthePLFSdata.
6Thegenderratiohereistheshareoffemaleworkersinaparticularsectorrelativetothetotalworkersinthatsector.
AStatisticalPortraitoftheIndianFemaleLaborForce7
Mining
Food,Beverage,and
Tobacco
Textiles,Leather,and
Apparel
Printing,Wood,andPaper
CokeandRened
Petroleum
Chemicalsand
Pharmaceuticals
Non-MetalandNon-Metal
Products
MetalandMetalProducts
Computer,Electronics,and
ElectricEquipment
Automobiles
Others
UtilityServices
1
–31
–11–15
–14
–26
–40
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Figure10:MeanFemaleWageofWorkersRelativetoFemaleWorkersinIndia,2021–2022(%)
HouseholdServices
–58
–24
56
106
Healthcare
79
83
Education
–51
–9
102
Agriculture
BusinessandProfessional
58
–42
–15
–21
12
Services
Industry
OtherServices
114
101
PublicAdministrationandDefense
–22
26
–23
24
HotelsandRestaurants
Trade,Retail,andWholesale
Services
178
40
Media,Entertainment,
andCulture
83
–38
–8
36
TelecomandBroadcasting
Construction
50
97
TransportServices
–100–50050100150200
UrbanRural
Source:Authors’computationofthePLFSdata.
ruralareas.Thiswagedifferenceisprimarilydrivenbythesectorsinwhichwomenfindemploymentinboththeregions.Itisthereforeusefultocomparetherelativewagesoffemaleworkersinruralandurbanareasaccordingtotheirindustryofemployment.
Figure10showsthedifferentialbetweenthewageaccruedbywomenworkersineachindustryrelativetothemeanwageofwomenworkersinruralandurbanareas,respectively.Weobservethatwomenworkersinagricultureandhouseholdservicesreceive,onaverage,awagethatislowerthanthemeanwageofwomeninbothruralandurbanareas.Giventhatboththeseindustriescomprise77%and21%oftotalwomenemployedintheseregions,respectively,thereisanurgentneedtoshiftwomentohigher-payingindustries,particularlyinruralareas.Whilelookingatservices,industriessuchaseducation,healthcare,businessandprofessionalservices,andpublicadministrationprovidewomenwithafarbetterwagethantheaverageinbothruralandurbanareas.Withinmanufacturingandrelatedindustries,wefindthatwomenearnlessthantheaverageinbothruralandurbanareas.Thiscouldbeafunctionofthetypeofindustriesinmanufacturingwherewomenareemployed.AsFigure11illustrates,thenegativewagedifferentialofmanufacturingindustriesisprimarilydrivenbyfood,beverage,andtobacco;andtextiles,leather,andapparelindustries,wherethevastmajorityofwomenareemployedinbothruralandurbanareas.
Figure11:MeanFemaleWageofWorkersinManufacturingIndustriesRelativetoFemaleWorkersinIndia,2021–2022(%)
806040 20 0–20–40–60
–80
61
50
I
56
43
40
I
44
2331
27
32
I
17
8
11
2
–33
–56
–20
–54
Source:Authors’computationofthePLFSdata.
ADBIPolicyBriefNo.2023-17(December)
UrbanRural
8
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2.3OccupationalIndicators
Welookatthedistributionoffemaleworkersacrossoccupationstogetsomeinsightsregardingtheprofessionswherewomenareemployed.WetaketheNationalOccupationClassificationof2015(NCO-2015)asourstandardclassificationforthisanalysis.Wepresentresultsatanaggregatedivisionlevel(one-digitlevel)forwomenworkersacrossruralandurbanareas(descriptionofsuchareavailableinAppendix1,TableA1.1).Amoredisaggregatedtrend(three-digitlevel)canbefoundinTableA2.3intheonlineAppendix2.
Accordingtoourresults,ahighproportionoffemalejobsinruralareasareinagricultureandrelatedoccupations(Figure12).Thisisfollowedbyelementaryoccupationsandcraftworkers.AsseeninTableA3,evenwithinelementaryoccupations,thelargestnumberofwomenareemployedasagriculturallaborers.Otheroccupationsthatemployalargeshareofwomeninruralareasincludeconstructionandmininglaborers,shopsalespersons,andgarmentworkers.
Withinurbanareas,thefemaleworkforceisemployedacrossamorediversesetofoccupations.Figure12showsthatalargenumberofwomenworkersinurbanareasareemployedinelementaryoccupation,serviceandsalesworkers,craft-relatedworkers,managers,and
professionals.Withineachoftheseoccupationaldivisions,thereareanumberofsubgroupswherewomenworkersareconcentrated.AsshowninTableA3,asubstantialnumberofwomeninelementaryoccupationsareengagedasdomestic,hotelandofficecleaners,andfactorylaborers.Intheserviceandsalesdivision,womenareinoccupationssuchasshopsalespersonsandcooks.Womenareengagedasgarmentandhandicraftworkersincraftandrelatedtradesdivision.Amongprofessionals,womenareconcentratedintheeducationindustryasprimaryandsecondaryschoolteachers.Remarkably,morethan1outof20femaleworkersinurbanareasareinatopmanagementoccupationsuchasdirectororchiefexecutiveofficerofacompany.
Lookingatthewagesaccruedbyfemaleworkersacrossoccupationaldivisions(Figure13),wefindthatmanagers,professionals,technicians,andclericalworkersaccrueahigherwagethanthemeanwageinbothruralandurbanareasinthecountry.Agricultureandcraftworkers,ontheotherhand,earnlessthanthenationalaverageinbothruralandurbanareas.Thepictureissplitforelementaryoccupations,wherewomenworkersreceivealower-than-averagewageinurbanareas,butanabove-averagewageinruralareas.ThiscouldbebecausethevastmajorityofjobsinruralIndiaareforagriculturalworkers,whichlowerstheaveragewage.
Figure12:FemaleEmploymentbyOccupation,2021–2022(%)
100
90
80
70
60
50
40
30
20
10
0
8
22
57
14
17
26
18
10
5
4
5
5
Rural
Urban
PlantandMachineOperators,andAssemblersTechniciansandAssociateProfessionals
Professionals
CraftandRelatedTradesWorkers
SkilledAgricultural,Forestry,andFisheryWorkers
Clerks/ClericalSupportWorkers
Managers
ServiceandSalesWorkers
ElementaryOccupations
Source:Authors’computationofthePLFSdata.
9
AStatisticalPortraitoftheIndianFemaleLaborForce
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Figure13:MeanFemaleWageofWorkersin
OccupationsRelativetoFemaleWorkersinIndia,2021–2022(%)
ElementaryOccupations
PlantandMachineOperators,andAssemblers
CraftandRelatedTradesWorkers
SkilledAgricultural,Forestry,andFisheryWorkers
ServiceandSalesWorkers
Clerks/ClericalSupportWorkersTechniciansandAssociateProfessionals
Professionals
Managers
6
10
53
12
–53–13
–28
63
22
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