{"title":"印度就业增长强度的决定因素:面板数据透视","authors":"Mohd Irshad, S. H. Qayed","doi":"10.1177/09763996231175989","DOIUrl":null,"url":null,"abstract":"This study examines the employment elasticity of growth at the sectoral level using the KLEMS database for the period 1980–1981 to 2018–2019. After estimating elasticity, we employ the dynamic ordinary least square (DOLS) technique to investigate its determinants. The elasticity for the overall period falls between 0.91 and −0.039. Elasticity estimation at the sub-period level varies across three different sub-periods. Agriculture, hunting, forestry and fishing, and mining and quarrying observed negative elasticity of −0.58 and −0.63, respectively, whereas services and construction show the highest positive elasticity. The DOLS estimation shows that in the full panel, labour quality and wages positively impact employment elasticity of growth, whereas the dummy representing the reforms of 1991 negatively impacts employment elasticity. The magnitude of the coefficient of the workers involved in strikes and lockouts and days lost due to strikes is zero although it is significant. The sectoral analysis shows that the sign and significance of the coefficients vary across the industries except for labour quality. Labour quality is positively significant for almost all the industries in both equations. Wages and employment elasticity observe unique patterns, for example relatively highest and lowest-paying sectors observe reduced employment elasticity. Finally, we suggest that specific policy formulation and efforts are needed to be in place to promote quality of labour and relish real demographic dividends.","PeriodicalId":41791,"journal":{"name":"Millennial Asia","volume":" ","pages":""},"PeriodicalIF":1.3000,"publicationDate":"2023-07-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Determinants of Employment Intensity of Growth in India: An Insight from Panel Data\",\"authors\":\"Mohd Irshad, S. H. Qayed\",\"doi\":\"10.1177/09763996231175989\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This study examines the employment elasticity of growth at the sectoral level using the KLEMS database for the period 1980–1981 to 2018–2019. After estimating elasticity, we employ the dynamic ordinary least square (DOLS) technique to investigate its determinants. The elasticity for the overall period falls between 0.91 and −0.039. Elasticity estimation at the sub-period level varies across three different sub-periods. Agriculture, hunting, forestry and fishing, and mining and quarrying observed negative elasticity of −0.58 and −0.63, respectively, whereas services and construction show the highest positive elasticity. The DOLS estimation shows that in the full panel, labour quality and wages positively impact employment elasticity of growth, whereas the dummy representing the reforms of 1991 negatively impacts employment elasticity. The magnitude of the coefficient of the workers involved in strikes and lockouts and days lost due to strikes is zero although it is significant. The sectoral analysis shows that the sign and significance of the coefficients vary across the industries except for labour quality. Labour quality is positively significant for almost all the industries in both equations. Wages and employment elasticity observe unique patterns, for example relatively highest and lowest-paying sectors observe reduced employment elasticity. Finally, we suggest that specific policy formulation and efforts are needed to be in place to promote quality of labour and relish real demographic dividends.\",\"PeriodicalId\":41791,\"journal\":{\"name\":\"Millennial Asia\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":1.3000,\"publicationDate\":\"2023-07-14\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Millennial Asia\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1177/09763996231175989\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"AREA STUDIES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Millennial Asia","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1177/09763996231175989","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AREA STUDIES","Score":null,"Total":0}
Determinants of Employment Intensity of Growth in India: An Insight from Panel Data
This study examines the employment elasticity of growth at the sectoral level using the KLEMS database for the period 1980–1981 to 2018–2019. After estimating elasticity, we employ the dynamic ordinary least square (DOLS) technique to investigate its determinants. The elasticity for the overall period falls between 0.91 and −0.039. Elasticity estimation at the sub-period level varies across three different sub-periods. Agriculture, hunting, forestry and fishing, and mining and quarrying observed negative elasticity of −0.58 and −0.63, respectively, whereas services and construction show the highest positive elasticity. The DOLS estimation shows that in the full panel, labour quality and wages positively impact employment elasticity of growth, whereas the dummy representing the reforms of 1991 negatively impacts employment elasticity. The magnitude of the coefficient of the workers involved in strikes and lockouts and days lost due to strikes is zero although it is significant. The sectoral analysis shows that the sign and significance of the coefficients vary across the industries except for labour quality. Labour quality is positively significant for almost all the industries in both equations. Wages and employment elasticity observe unique patterns, for example relatively highest and lowest-paying sectors observe reduced employment elasticity. Finally, we suggest that specific policy formulation and efforts are needed to be in place to promote quality of labour and relish real demographic dividends.
期刊介绍:
Millennial Asia: An International Journal of Asian Studies is a multidisciplinary, refereed biannual journal of the Association of Asia Scholars (AAS)–an association of the alumni of the Asian Scholarship Foundation (ASF). It aims to encourage multifaceted, multidisciplinary and interdisciplinary research on Asia, in order to understand its fast changing context as a growth pole of global economy. By providing a forum for Asian scholars situated globally, it promotes dialogue between the global academic community, civil society and policy makers on Asian issues. The journal examines Asia on a regional and comparative basis, emphasizing patterns and tendencies that go beyond national borders and are globally relevant. Modern and contemporary Asia has witnessed dynamic transformations in cultures, societies, economies and political institutions, among others. It confronts issues of collective identity formation, ecological crisis, rapid economic change and resurgence of religion and communal identifies while embracing globalization. An analysis of past experiences can help produce a deeper understanding of contemporary change. In particular, the journal is interested in locating contemporary changes within a historical perspective, through the use of interdisciplinary and multidisciplinary approaches. This way, it hopes to promote comparative studies involving Asia’s various regions. The journal brings out both thematic and general issues and the thrust areas are: Asian integration, Asian economies, sociology, culture, politics, governance, security, development issues, arts and literature and any other such issue as the editorial board may deem fit. The core fields include development encompassing agriculture, industry, regional trade, social sectors like health and education and development policy across the region and in specific countries in a comparative perspective.