Understanding Labor Market Dynamics in Urban India Amidst the Pandemic: A Study Employing Supervised Learning Methods
Author
Abstract
Suggested Citation
DOI: 10.1007/s40953-024-00413-x
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- James J. Heckman, 1976. "The Common Structure of Statistical Models of Truncation, Sample Selection and Limited Dependent Variables and a Simple Estimator for Such Models," NBER Chapters, in: Annals of Economic and Social Measurement, Volume 5, number 4, pages 475-492, National Bureau of Economic Research, Inc.
- Niklas Engbom, 2022. "Labor Market Fluidity and Human Capital Accumulation," NBER Working Papers 29698, National Bureau of Economic Research, Inc.
- Gabriel Chodorow-Reich & Loukas Karabarbounis, 2016.
"The Cyclicality of the Opportunity Cost of Employment,"
Journal of Political Economy, University of Chicago Press, vol. 124(6), pages 1563-1618.
- Gabriel Chodorow-Reich & Loukas Karabarbounis, "undated". "The Cyclicality of the Opportunity Cost of Employment," Working Paper 126541, Harvard University OpenScholar.
- Gabriel Chodorow-Reich & Loukas Karabarbounis, 2015. "The Cyclicality of the Opportunity Cost of Employment," Staff Report 514, Federal Reserve Bank of Minneapolis.
- Loukas Karabarbounis & Gabriel Chodorow-Reich, 2014. "The Cyclicality of the Opportunity Cost of Employment," 2014 Meeting Papers 88, Society for Economic Dynamics.
- Gabriel Chodorow-Reich & Loukas Karabarbounis, 2013. "The Cyclicality of the Opportunity Cost of Employment," NBER Working Papers 19678, National Bureau of Economic Research, Inc.
- Jyotirmoy Bhattacharya, 2023. "Indian Urban Workers’ Labour Market Transitions," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 66(2), pages 471-494, June.
- Steven J. Davis & John Haltiwanger, 1992.
"Gross Job Creation, Gross Job Destruction, and Employment Reallocation,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(3), pages 819-863.
- Steve J. Davis & John Haltiwanger, 1990. "Gross Job Creation, Gross Job Destruction and Employment Reallocation," Working Papers 90-4, Center for Economic Studies, U.S. Census Bureau.
- Steve J. Davis & John Haltiwanger, 1991. "Gross Job Creation, Gross Job Destruction and Employment Reallocation," NBER Working Papers 3728, National Bureau of Economic Research, Inc.
- Steven J. Davis & John Haltiwanger, 1991. "Gross job creation, gross job destruction and employment reallocation," Working Paper Series, Macroeconomic Issues 91-5, Federal Reserve Bank of Chicago.
- David H. Autor, 2001.
"Wiring the Labor Market,"
Journal of Economic Perspectives, American Economic Association, vol. 15(1), pages 25-40, Winter.
- David Autor, 2000. "Wiring the Labor Market," NBER Working Papers 7959, National Bureau of Economic Research, Inc.
- Michael W. L. Elsby & Bart Hobijn & Ayşegül Şahin, 2013.
"Unemployment Dynamics in the OECD,"
The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 530-548, May.
- Michael Elsby & Bart Hobijn & Aysegul Sahin, 2008. "Unemployment Dynamics in the OECD," NBER Working Papers 14617, National Bureau of Economic Research, Inc.
- Bart Hobijn & Ayşegül Şahin, 2009. "Unemployment dynamics in the OECD," Working Paper Series 2009-04, Federal Reserve Bank of San Francisco.
- Michael W.L. Elsby & Bart Hobijn & Aysegul Sahin, 2011. "Unemployment Dynamics in the OECD," Tinbergen Institute Discussion Papers 11-159/3, Tinbergen Institute.
- Robert Shimer, 2005. "The Cyclical Behavior of Equilibrium Unemployment and Vacancies," American Economic Review, American Economic Association, vol. 95(1), pages 25-49, March.
- Robert E. Hall, 2006.
"Job Loss, Job Finding and Unemployment in the US Economy over the Past Fifty Years,"
NBER Chapters, in: NBER Macroeconomics Annual 2005, Volume 20, pages 101-166,
National Bureau of Economic Research, Inc.
- Robert E. Hall, 2005. "Job Loss, Job Finding, and Unemployment in the U.S. Economy Over the Past Fifty Years," NBER Working Papers 11678, National Bureau of Economic Research, Inc.
- Amit Basole, 2022. "Structural Transformation and Employment Generation in India: Past Performance and the Way Forward," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 65(2), pages 295-320, June.
- Robert Shimer, 2012.
"Reassessing the Ins and Outs of Unemployment,"
Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 15(2), pages 127-148, April.
- Robert Shimer, 2007. "Reassessing the Ins and Outs of Unemployment," NBER Working Papers 13421, National Bureau of Economic Research, Inc.
- Mortensen, Dale & Pissarides, Christopher, 2011.
"Job Creation and Job Destruction in the Theory of Unemployment,"
Ekonomicheskaya Politika / Economic Policy, Russian Presidential Academy of National Economy and Public Administration, vol. 1, pages 1-19.
- Dale T. Mortensen & Christopher A. Pissarides, 1994. "Job Creation and Job Destruction in the Theory of Unemployment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 61(3), pages 397-415.
- Dale T. Mortensen & Christopher A. Pissarides, 1993. "Job Creation and Job Destruction in the Theory of Unemployment," CEP Discussion Papers dp0110, Centre for Economic Performance, LSE.
- Paaritosh Nath & S. Nelson Mandela & Aishwarya Gawali, 2023. "Loss, Recovery and the Long Road Ahead: Tracking India's Informal Workers Through the Pandemic," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 66(1), pages 329-354, March.
- Kevin Donovan & Will Jianyu Lu & Todd Schoellman, 2023.
"Labor Market Dynamics and Development,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 138(4), pages 2287-2325.
- Kevin Donovan & Will Jianyu Lu & Todd Schoellman, 2020. "Labor Market Dynamics and Development," Staff Report 596, Federal Reserve Bank of Minneapolis.
- Steven J. Davis & John C. Haltiwanger & Scott Schuh, 1998. "Job Creation and Destruction," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262540932, December.
- Jitender Singh, 2023. "Unemployment Fluctuations in Urban Labour Market in India," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 66(1), pages 81-111, March.
- Oliver Jean Blanchard & Peter Diamond, 1990. "The Cyclical Behovior of the Gross Flows of U.S. Workers," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 21(2), pages 85-156.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Shigeru Fujita, 2011.
"Dynamics of worker flows and vacancies: evidence from the sign restriction approach,"
Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 26(1), pages 89-121, January/F.
- Shigeru Fujita, 2009. "Dynamics of worker flows and vacancies: evidence from the sign restriction approach," Working Papers 07-12, Federal Reserve Bank of Philadelphia.
- Gomes, Pedro, 2012.
"Labour market flows: Facts from the United Kingdom,"
Labour Economics, Elsevier, vol. 19(2), pages 165-175.
- Gomes, Pedro, 2009. "Labour market flows: facts from the United Kingdom," Bank of England working papers 367, Bank of England.
- Gomes, Pedro Maia, 2010. "Labour Market Flows: Facts from the United Kingdom," IZA Discussion Papers 5327, Institute of Labor Economics (IZA).
- Hairault, Jean-Olivier & Zhutova, Anastasia, 2018.
"The cyclicality of labor-market flows: A multiple-shock approach,"
European Economic Review, Elsevier, vol. 103(C), pages 150-172.
- Hairault, Jean-Olivier & Zhutova, Anastasia, 2014. "The Cyclicality of Labor Market Flows: A Multiple-Shock Approach," IZA Discussion Papers 8558, Institute of Labor Economics (IZA).
- Jean-Olivier Hairault & Anastasia Zhutova, 2018. "The cyclicality of labor-market flows: A multiple-shock approach," PSE-Ecole d'économie de Paris (Postprint) halshs-01802891, HAL.
- Jean-Olivier Hairault & Anastasia Zhutova, 2018. "The cyclicality of labor-market flows: A multiple-shock approach," Post-Print halshs-01802891, HAL.
- Barnichon, Regis, 2012.
"Vacancy posting, job separation and unemployment fluctuations,"
Journal of Economic Dynamics and Control, Elsevier, vol. 36(3), pages 315-330.
- Régis Barnichon, 2009. "Vacancy posting, job separation and unemployment fluctuations," Finance and Economics Discussion Series 2009-35, Board of Governors of the Federal Reserve System (U.S.).
- Domenico Ferraro, 2018.
"The Asymmetric Cyclical Behavior of the U.S. Labor Market,"
Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 30, pages 145-162, October.
- Domenico Ferraro, 2014. "The Asymmetric Cyclical Behavior of the U.S. Labor Market," 2014 Meeting Papers 1104, Society for Economic Dynamics.
- Domenico Ferraro, 2018. "Online Appendix to "The Asymmetric Cyclical Behavior of the U.S. Labor Market"," Online Appendices 16-161, Review of Economic Dynamics.
- Domenico Ferraro, 2018. "Code and data files for "The Asymmetric Cyclical Behavior of the U.S. Labor Market"," Computer Codes 16-161, Review of Economic Dynamics.
- Christopher A. Pissarides, 2009.
"The Unemployment Volatility Puzzle: Is Wage Stickiness the Answer?,"
Econometrica, Econometric Society, vol. 77(5), pages 1339-1369, September.
- Christopher A. Pissarides, 2007. "The Unemployment Volatility Puzzle: Is Wage Stickiness the Answer?," CEP Discussion Papers dp0839, Centre for Economic Performance, LSE.
- Pissarides, Christopher, 2007. "The unemployment volatility puzzle: is wage stickiness the answer?," LSE Research Online Documents on Economics 4460, London School of Economics and Political Science, LSE Library.
- Jyotirmoy Bhattacharya, 2023. "Indian Urban Workers’ Labour Market Transitions," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 66(2), pages 471-494, June.
- Patrick Fracois & Huw Lloyd-Ellis, 2005. "Schumpeterian Restructuring," Working Paper 1039, Economics Department, Queen's University.
- Kohlbrecher, Britta & Merkl, Christian & Nordmeier, Daniela, 2016.
"Revisiting the matching function,"
Journal of Economic Dynamics and Control, Elsevier, vol. 69(C), pages 350-374.
- Kohlbrecher, Britta & Merkl, Christian & Nordmeier, Daniela, 2014. "Revisiting the Matching Function," IZA Discussion Papers 8515, Institute of Labor Economics (IZA).
- Kohlbrecher, Britta & Merkl, Christian & Nordmeier, Daniela, 2016. "Revisiting the matching function," FAU Discussion Papers in Economics 06/2016, Friedrich-Alexander University Erlangen-Nuremberg, Institute for Economics.
- Britta Kohlbrecher & Christian Merkl & Daniela Nordmeier, 2016. "Revisiting the Matching Function," CESifo Working Paper Series 5924, CESifo.
- Kohlbrecher, Britta & Merkl, Christian & Nordmeier, Daniela, 2014. "Revisiting the matching function," Kiel Working Papers 1909, Kiel Institute for the World Economy (IfW Kiel).
- Kohlbrecher, Britta & Merkl, Christian & Nordmeier, Daniela, 2014. "Revisiting the matching function," IAB-Discussion Paper 201405, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
- Lin, Ching-Yang & Miyamoto, Hiroaki, 2012.
"Gross worker flows and unemployment dynamics in Japan,"
Journal of the Japanese and International Economies, Elsevier, vol. 26(1), pages 44-61.
- Ching-Yang Lin & Hiroaki Miyamoto, 2010. "Gross Worker Flows and Unemployment Dynamics in Japan," Working Papers EMS_2010_07, Research Institute, International University of Japan.
- Yaniv Yedid-Levi, 2016.
"Why does employment in all major sectors move together over the business cycle?,"
Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 22, pages 131-156, October.
- Yaniv Yedid-Levi, 2012. "Why Does Employment in All Major Sectors Move Together over the Business Cycle?," 2012 Meeting Papers 677, Society for Economic Dynamics.
- Yaniv Yedid-Levi, 2016. "Code and data files for "Why does employment in all major sectors move together over the business cycle?"," Computer Codes 14-20, Review of Economic Dynamics.
- Silva, José I. & Vázquez-Grenno, Javier, 2013.
"The ins and outs of unemployment in a two-tier labor market,"
Labour Economics, Elsevier, vol. 24(C), pages 161-169.
- Silva, José I. & Vázquez-Grenno, Javier, 2012. "The Ins and Outs of Unemployment in a Two-Tier Labor Market," Working Paper Series, Center for Labor Studies 2012:12, Uppsala University, Department of Economics.
- José I. Silva & Javier Vázquez-Grenno, 2012. "The ins and outs of unemployment in a two-tier labor market," Working Papers 2012/17, Institut d'Economia de Barcelona (IEB).
- Steven J. Davis & R. Jason Faberman & John Haltiwanger, 2006.
"The Flow Approach to Labor Markets: New Data Sources and Micro-Macro Links,"
Journal of Economic Perspectives, American Economic Association, vol. 20(3), pages 3-26, Summer.
- Steven J. Davis & R. Jason Faberman & John Haltiwanger, 2006. "The Flow Approach to Labor Markets: New Data Sources and Micro-Macro Links," NBER Working Papers 12167, National Bureau of Economic Research, Inc.
- Steven J. Davis & R. Jason Faberman & John Haltiwanger & Ron Jarmin & Javier Miranda, 2010.
"Business Volatility, Job Destruction, and Unemployment,"
American Economic Journal: Macroeconomics, American Economic Association, vol. 2(2), pages 259-287, April.
- Steven J. Davis & R. Jason Faberman & John Haltiwanger & Ron S. Jarmin & Javier Miranda, 2007. "Business volatility, job destruction and unemployment," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
- Steven J. Davis & R. Jason Faberman & John Haltiwanger & Ron Jarmin & Javier Miranda, 2008. "Business Volatility, Job Destruction, and Unemployment," NBER Working Papers 14300, National Bureau of Economic Research, Inc.
- Steven Davis & R Jason Faberman & John Haltiwanger & Ron Jarmin & Javier Miranda, 2008. "Business Volatility, Job Destruction, and Unemployment," Working Papers 08-26, Center for Economic Studies, U.S. Census Bureau.
- Steven J. Davis & R. Jason Faberman & John C. Haltiwanger & Ian Rucker, 2010.
"Adjusted Estimates of Worker Flows and Job Openings in JOLTS,"
NBER Chapters, in: Labor in the New Economy, pages 187-216,
National Bureau of Economic Research, Inc.
- Steven J. Davis & R. Jason Faberman & John C. Haltiwanger & Ian Rucker, 2008. "Adjusted Estimates of Worker Flows and Job Openings in JOLTS," NBER Working Papers 14137, National Bureau of Economic Research, Inc.
- Shibata, Ippei, 2022. "Reassessing classification errors in the analysis of labor market dynamics," Labour Economics, Elsevier, vol. 78(C).
- Robert Shimer, 2005. "The cyclicality of hires, separations, and job-to-job transitions," Review, Federal Reserve Bank of St. Louis, vol. 87(Jul), pages 493-508.
- R. Jason Faberman, 2009. "Studying the Labor Market with the Job Openings and Labor Turnover Survey," NBER Chapters, in: Producer Dynamics: New Evidence from Micro Data, pages 83-108, National Bureau of Economic Research, Inc.
- Davis, Steven J. & Faberman, Jason & Haltiwanger, John C., 2005. "The Flow Approach to Labor Markets: New Data Sources, Micro-Macro Links and the Recent Downturn," IZA Discussion Papers 1639, Institute of Labor Economics (IZA).
- Gabriele Cardullo, 2010. "Matching Models Under Scrutiny: An Appraisal Of The Shimer Puzzle," Journal of Economic Surveys, Wiley Blackwell, vol. 24(4), pages 622-656, September.
More about this item
Keywords
Employment; COVID-19; Labor market transition; KNN algorithm; Multinomial logistic regression; Urban India;All these keywords.
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:jqecon:v:22:y:2024:i:4:d:10.1007_s40953-024-00413-x. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.