IDEAS home Printed from https://ideas.repec.org/a/ddj/fseeai/y2019i3p72-84.html
   My bibliography  Save this article

An Exercise in Cross-Validation of Data on Employment and Unemployment

Author

Listed:
  • Inamdar NIRAD

    (Indian Institute of Management, Lucknow, India)

Abstract

This paper compares two well-known resources of socioeconomic data of India – one from National Sample Survey Office (NSSO) 68th round and one from India Human Development Survey 2nd round (IHDS-II). Academic research hinges on validation of underlying data, especially in the socioeconomic field, since it can have Government policy implications. This study compares the two data sources from the same time frame (2011 – 2012) on relevant parameters pertaining to employment and unemployment. In particular, for the greater part of the study, we focus on women. First, we identify some factors influencing the labour force participation rate (LFPR) and stock of persons’ unemployment rate (SPUR) of women – sector, marital status, education, relation to household head, religion, social group and household size. We perform a series of Probit analyses these separately to determine which factors are significant for LFPR and SPUR. Then, we combine and include their interaction effects. At every step, we compare the results from NSSO and IHDS-II to cross-validate them. We find that for LFPR, both data sources give similar results that all variables are significant, but for SPUR, they give different results. Finally, we perform Kolmogorov-Smirnov (K-S) tests and observe that both samples are normally distributed. However, given the disparity of results in a majority of analyses, one cannot say that the two data sources are similar. Therefore, in the absence of cross-validation of data from NSSO & IHDS-II, the scope for further research is to include a third data source and derive results from similar analyses. Finally, a comprehensive study would entail proposing a consolidated model, based on three sources.

Suggested Citation

  • Inamdar NIRAD, 2019. "An Exercise in Cross-Validation of Data on Employment and Unemployment," Economics and Applied Informatics, "Dunarea de Jos" University of Galati, Faculty of Economics and Business Administration, issue 3, pages 72-84.
    • Handle: RePEc:ddj:fseeai:y:2019:i:3:p:72-84
    DOI: https://doi.org/10.35219/eai1584040957
    as

    Download full text from publisher

    File URL: http://eia.feaa.ugal.ro/images/eia/2019_3/Inamdar_Nirad.pdf
    Download Restriction: no
    File URL: https://libkey.io/https://doi.org/10.35219/eai1584040957?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Sarkar, Sudipa & Sahoo, Soham & Klasen, Stephan, 2019. "Employment transitions of women in India: A panel analysis," World Development, Elsevier, vol. 115(C), pages 291-309.
    2. Awadhesh Pratap SINGH, 2016. "Do Technology Spillovers Accelerate Performance of Firms? Unravelling a Puzzle from Indian Manufacturing Industry," Economics and Applied Informatics, "Dunarea de Jos" University of Galati, Faculty of Economics and Business Administration, issue 3, pages 108-120.
    3. Awadhesh Pratap SINGH, 2017. "Merge or Acquire - A Strategic Framework," Economics and Applied Informatics, "Dunarea de Jos" University of Galati, Faculty of Economics and Business Administration, issue 3, pages 125-139.
    4. Kaushik Bhattacharya, 2003. "How good is the BankScope database? A cross-validation exercise with correction factors for market concentration measures," BIS Working Papers 133, Bank for International Settlements.
    Full references (including those not matched with items on IDEAS)

    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.
    1. Mathur MAYANK, 2020. "Macroeconomic View of Mergers and Acquisitions in the Technology Industry," Economics and Applied Informatics, "Dunarea de Jos" University of Galati, Faculty of Economics and Business Administration, issue 1, pages 147-155.
    2. PRATAP SINGH Awadhesh, 2020. "Does Better Management Of Financial Obligation Promote Productivity?," Studies in Business and Economics, Lucian Blaga University of Sibiu, Faculty of Economic Sciences, vol. 15(1), pages 212-222, April.
    3. Vikrant KULKARNI, 2018. "Exploring the FDI Impact on Currency Devaluation," Economics and Applied Informatics, "Dunarea de Jos" University of Galati, Faculty of Economics and Business Administration, issue 3, pages 73-77.
    4. Diwakar PURI, 2018. "Developing the Scale to Measure Employer Attractiveness," Economics and Applied Informatics, "Dunarea de Jos" University of Galati, Faculty of Economics and Business Administration, issue 3, pages 99-123.
    5. Panchanan Das, 2023. "Creation and Destruction of Jobs in Urban Labour Market: Role of Gender, Caste and Religion in India," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 66(1), pages 225-237, March.
    6. Sahoo, Soham & Klasen, Stephan, 2018. "Gender Segregation in Education and Its Implications for Labour Market Outcomes: Evidence from India," IZA Discussion Papers 11660, Institute of Labor Economics (IZA).
    7. Chhavi Tiwari & Srinivas Goli & Anu Rammohan, 2022. "Reproductive Burden and Its Impact on Female Labor Market Outcomes in India: Evidence from Longitudinal Analyses," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 41(6), pages 2493-2529, December.
    8. Samuel Fosu & Albert Danso & Henry Agyei-Boapeah & Collins G. Ntim & Emmanuel Adegbite, 2020. "Credit information sharing and loan default in developing countries: the moderating effect of banking market concentration and national governance quality," Review of Quantitative Finance and Accounting, Springer, vol. 55(1), pages 55-103, July.
    9. Yasser Razak Hussain & Pranab Mukhopadhyay, 2023. "How Much do Education, Experience, and Social Networks Impact Earnings in India? A Panel Data Analysis Disaggregated by Class, Gender, Caste and Religion," SAGE Open, , vol. 13(4), pages 21582440231, December.
    10. Koolwal, Gayatri B., 2021. "Improving the measurement of rural women's employment: Global momentum and survey priorities," World Development, Elsevier, vol. 147(C).
    11. Mr. Anil Ari & Sophia Chen & Mr. Lev Ratnovski, 2019. "The Dynamics of Non-Performing Loans during Banking Crises: A New Database," IMF Working Papers 2019/272, International Monetary Fund.
    12. Deshpande, Ashwini & Kabeer, Naila, 2024. "Norms that matter: Exploring the distribution of women’s work between income generation, expenditure-saving and unpaid domestic responsibilities in India," World Development, Elsevier, vol. 174(C).
    13. Lele, Uma, 2024. "Determinants of Female Labor Force Participation in India," IAAE 2024 Conference, August 2-7, 2024, New Delhi, India 344351, International Association of Agricultural Economists (IAAE).
    14. Rakshit, Sonali & Sahoo, Soham, 2023. "Biased teachers and gender gap in learning outcomes: Evidence from India," Journal of Development Economics, Elsevier, vol. 161(C).
    15. Kusumawardhani, Niken & Pramana, Rezanti & Saputri, Nurmala Selly & Suryadarma, Daniel, 2023. "Heterogeneous impact of internet availability on female labor market outcomes in an emerging economy: Evidence from Indonesia," World Development, Elsevier, vol. 164(C).
    16. Ashwini Deshpande & Naila Kabeer, 2021. "Norms that matter: Exploring the distribution of women's work between income generation, expenditure-saving, and unpaid domestic responsibilities in India," WIDER Working Paper Series wp-2021-130, World Institute for Development Economic Research (UNU-WIDER).
    17. Canessa, Eugenia & Giannelli, Gianna Claudia, 2021. "Women's Employment and Natural Shocks," IZA Discussion Papers 14055, Institute of Labor Economics (IZA).
    18. Tomáš Klinger & Petr Teply, 2014. "Modelling Interconnections in the Global Financial System in the Light of Systemic Risk," ACTA VSFS, University of Finance and Administration, vol. 8(1), pages 64-88.
    19. Vidhya Unnikrishnan & Kunal Sen, 2020. "Old-age pensions and female labour supply in India," WIDER Working Paper Series wp-2020-90, World Institute for Development Economic Research (UNU-WIDER).
    20. Korte, Josef, 2015. "Catharsis—The real effects of bank insolvency and resolution," Journal of Financial Stability, Elsevier, vol. 16(C), pages 213-231.

    Corrections

    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:ddj:fseeai:y:2019:i:3:p:72-84. 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: Gianina Mihai (email available below). General contact details of provider: https://edirc.repec.org/data/fegalro.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.