{"id":"https://openalex.org/W7123342003","doi":"https://doi.org/10.36713/epra25711","title":"AN ANALYSIS OF OCCUPATIONAL SHORTAGE IN INDIA IN POST COVID PANDEMIC PERIOD","display_name":"AN ANALYSIS OF OCCUPATIONAL SHORTAGE IN INDIA IN POST COVID PANDEMIC PERIOD","publication_year":2026,"publication_date":"2026-01-13","ids":{"openalex":"https://openalex.org/W7123342003","doi":"https://doi.org/10.36713/epra25711"},"language":null,"primary_location":{"id":"doi:10.36713/epra25711","doi":"https://doi.org/10.36713/epra25711","is_oa":true,"landing_page_url":"https://doi.org/10.36713/epra25711","pdf_url":null,"source":{"id":"https://openalex.org/S4210188286","display_name":"EPRA International Journal of Research & Development (IJRD)","issn_l":"2455-7838","issn":["2455-7838"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPRA International Journal of Research & Development (IJRD)","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.36713/epra25711","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085108406","display_name":"Shivansh Tripathi","orcid":"https://orcid.org/0009-0001-2511-4077","observed_orcids":["https://orcid.org/0009-0001-2511-4077"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Shivansh Tripathi","raw_affiliation_strings":["Lucknow, 226025, Uttar Pradesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lucknow, 226025, Uttar Pradesh","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5085108406"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.02334882,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"84","last_page":"84"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13411","display_name":"Labor Market and Education","score":0.9585000276565552,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13411","display_name":"Labor Market and Education","score":0.9585000276565552,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10208","display_name":"Labor market dynamics and wage inequality","score":0.01640000008046627,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13762","display_name":"Education and Labor Relations","score":0.00430000014603138,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/occupational-shortages","display_name":"occupational shortages","score":0.8330000042915344},{"id":"https://openalex.org/keywords/labor-market","display_name":"labor market","score":0.49799999594688416},{"id":"https://openalex.org/keywords/skilled-labor-shortage","display_name":"skilled labor shortage","score":0.7329999804496765},{"id":"https://openalex.org/keywords/disguised-employment","display_name":"disguised employment","score":0.8399999737739563},{"id":"https://openalex.org/keywords/regional-labour-market-disparities","display_name":"regional labour market disparities","score":0.8019999861717224},{"id":"https://openalex.org/keywords/health-workforce-shortage","display_name":"health workforce shortage","score":0.5839999914169312},{"id":"https://openalex.org/keywords/skills-policy","display_name":"skills policy","score":0.7940000295639038},{"id":"https://openalex.org/keywords/demographic-dividend","display_name":"demographic dividend","score":0.8740000128746033},{"id":"https://openalex.org/keywords/india","display_name":"India","score":0.8859999775886536}],"concepts":[{"id":"https://openalex.org/C194051981","wikidata":"https://www.wikidata.org/wiki/Q1337691","display_name":"Economic shortage","level":3,"score":0.6401000022888184},{"id":"https://openalex.org/C4249254","wikidata":"https://www.wikidata.org/wiki/Q3044431","display_name":"Demographic economics","level":1,"score":0.49799999594688416},{"id":"https://openalex.org/C89623803","wikidata":"https://www.wikidata.org/wiki/Q12184","display_name":"Pandemic","level":5,"score":0.45399999618530273},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4526999890804291},{"id":"https://openalex.org/C2776689383","wikidata":"https://www.wikidata.org/wiki/Q2717283","display_name":"Labour supply","level":2,"score":0.42179998755455017},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.412200003862381},{"id":"https://openalex.org/C145236788","wikidata":"https://www.wikidata.org/wiki/Q28161","display_name":"Labour economics","level":1,"score":0.40549999475479126},{"id":"https://openalex.org/C521751864","wikidata":"https://www.wikidata.org/wiki/Q1729207","display_name":"Christian ministry","level":2,"score":0.39890000224113464},{"id":"https://openalex.org/C187155963","wikidata":"https://www.wikidata.org/wiki/Q629029","display_name":"Occupational safety and health","level":2,"score":0.37610000371932983},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.3741999864578247},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.3702000081539154},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3671000003814697},{"id":"https://openalex.org/C47768531","wikidata":"https://www.wikidata.org/wiki/Q1127188","display_name":"Development economics","level":1,"score":0.35659998655319214},{"id":"https://openalex.org/C154193497","wikidata":"https://www.wikidata.org/wiki/Q3958441","display_name":"Economic sector","level":2,"score":0.34049999713897705},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.32850000262260437},{"id":"https://openalex.org/C6422946","wikidata":"https://www.wikidata.org/wiki/Q857354","display_name":"Panel data","level":2,"score":0.27469998598098755},{"id":"https://openalex.org/C169685871","wikidata":"https://www.wikidata.org/wiki/Q55639","display_name":"Secondary sector of the economy","level":2,"score":0.27309998869895935},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.26460000872612},{"id":"https://openalex.org/C2778139618","wikidata":"https://www.wikidata.org/wiki/Q13440398","display_name":"Workforce","level":2,"score":0.26019999384880066},{"id":"https://openalex.org/C166052673","wikidata":"https://www.wikidata.org/wiki/Q83021","display_name":"Empirical evidence","level":2,"score":0.25029999017715454}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.36713/epra25711","doi":"https://doi.org/10.36713/epra25711","is_oa":true,"landing_page_url":"https://doi.org/10.36713/epra25711","pdf_url":null,"source":{"id":"https://openalex.org/S4210188286","display_name":"EPRA International Journal of Research & Development (IJRD)","issn_l":"2455-7838","issn":["2455-7838"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPRA International Journal of Research & Development (IJRD)","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.36713/epra25711","doi":"https://doi.org/10.36713/epra25711","is_oa":true,"landing_page_url":"https://doi.org/10.36713/epra25711","pdf_url":null,"source":{"id":"https://openalex.org/S4210188286","display_name":"EPRA International Journal of Research & Development (IJRD)","issn_l":"2455-7838","issn":["2455-7838"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPRA International Journal of Research & Development (IJRD)","raw_type":"journal-article"},"sustainable_development_goals":[{"score":1.0,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"},{"score":0.5676000118255615,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"sustainable_development_goals_aurora":[{"score":0.45302727818489075,"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0,88,114,166,179,291],"dynamics":[1],"of":[2,30,76,209,256,264,271],"occupational":[3,49,58,101,186,210,311],"shortages":[4,59,102,144,312],"in":[5,40,47,60,100,120,130,147,163,173,228],"India":[6],"present":[7],"a":[8,31,92,105,245],"complex":[9],"and":[10,18,27,78,85,139,157,204,215,232,269,288],"multidimensional":[11],"challenge":[12],"that":[13],"permeates":[14],"various":[15,48],"industrial":[16],"sectors":[17],"economic":[19,24,233,323],"domains.":[20,141],"Despite":[21],"India's":[22,297],"robust":[23],"growth":[25],"trajectory":[26],"demographic":[28,317],"advantage":[29],"substantial":[32,127],"youth":[33],"population,":[34],"the":[35,61,68,74,183,189,197,241,254,282,315],"nation":[36],"faces":[37],"significant":[38,117],"challenges":[39],"skilled":[41],"Labour":[42,77,111,121,174,194,219,230,285,299],"availability,":[43],"creating":[44],"critical":[45],"gaps":[46],"sectors.":[50,165],"This":[51],"empirical":[52],"investigation":[53],"endeavours":[54],"to":[55,295],"analyse":[56],"these":[57,238],"post-COVID-19":[62],"landscape,":[63],"utilizing":[64],"comprehensive":[65,246],"data":[66],"from":[67],"Occupational":[69,326,328],"Shortage":[70,329],"Index":[71],"published":[72],"by":[73,96,104],"Ministry":[75],"Employment,":[79],"with":[80],"particular":[81],"emphasis":[82],"on":[83],"state-wise":[84],"regional":[86,171,229],"variations.":[87],"longitudinal":[89],"analysis":[90,168],"reveals":[91],"noteworthy":[93],"pattern":[94],"characterized":[95],"an":[97],"initial":[98],"decline":[99],"followed":[103],"recent":[106],"upward":[107],"trajectory,":[108],"suggesting":[109],"evolving":[110,322],"market":[112,122,175,286,300],"dynamics.":[113,290],"research":[115,242],"identifies":[116],"sectoral":[118],"heterogeneity":[119],"conditions.":[123,220],"Notable":[124],"findings":[125,292],"indicate":[126],"disguised":[128],"employment":[129,267],"specific":[131],"sectors,":[132],"including":[133],"personal":[134],"care":[135],"services,":[136],"educational":[137,261],"professions,":[138],"agricultural-fishery":[140],"Conversely,":[142],"acute":[143],"are":[145,277],"observed":[146],"professional":[148],"categories,":[149],"particularly":[150],"among":[151],"Chief":[152],"Executives,":[153],"Senior":[154],"Officials,":[155],"Legislators,":[156],"healthcare":[158],"practitioners,":[159],"indicating":[160],"structural":[161,226,239],"imbalances":[162],"high-skill":[164],"spatial":[167],"demonstrates":[169,192],"pronounced":[170],"disparities":[172],"conditions":[176],"across":[177],"India.":[178],"central":[180],"region":[181,191],"exhibits":[182],"most":[184],"severe":[185],"shortages,":[187,211],"while":[188,313],"northern":[190],"excess":[193],"availability.":[195],"At":[196],"state":[198],"level,":[199],"Madhya":[200],"Pradesh,":[201,203],"Uttar":[202],"Maharashtra":[205],"emerge":[206],"as":[207],"epicentres":[208],"whereas":[212],"Telangana,":[213],"Rajasthan,":[214],"Kerala":[216],"manifest":[217],"surplus":[218],"These":[221,252,274],"geographical":[222],"variations":[223],"suggest":[224],"underlying":[225],"differences":[227],"markets":[231],"development":[234,258],"patterns.":[235],"To":[236],"address":[237],"imbalances,":[240],"advocates":[243],"for":[244,280,305],"policy":[247,306],"framework":[248],"encompassing":[249],"multiple":[250],"interventions.":[251],"include":[253],"enhancement":[255],"skill":[257],"initiatives,":[259],"systematic":[260],"reforms,":[262],"promotion":[263],"regionally":[265],"balanced":[266],"generation,":[268],"strengthening":[270],"public-private":[272],"partnerships.":[273],"strategic":[275],"interventions":[276],"deemed":[278],"crucial":[279],"optimizing":[281],"alignment":[283],"between":[284],"supply":[287],"demand":[289],"contribute":[293],"significantly":[294],"understanding":[296],"post-pandemic":[298],"structure,":[301],"offering":[302],"evidence-based":[303],"insights":[304],"formulation":[307],"aimed":[308],"at":[309],"addressing":[310],"leveraging":[314],"nation's":[316],"dividend":[318],"within":[319],"its":[320],"rapidly":[321],"landscape.":[324],"Keywords:":[325],"Shortage,":[327],"Index,":[330],"Regional":[331],"Disparity":[332]},"counts_by_year":[],"updated_date":"2026-09-21T07:43:02.447757","created_date":"2026-01-14T00:00:00"}