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Not Everyone Is Engaged: An Innovative Approach to Measure Engagement Levels on the Labor Market

Author

Listed:
  • Chartouni, Carole

    (Georgetown University)

  • Holzmann, Robert

    (University of New South Wales)

  • Paez, Gustavo N.

    (Universidad de los Andes)

Abstract

Individuals' level of engagement on the labor market is hypothesized to be of critical importance for labor market outcomes. Based on a recent labor market survey in the Kingdom of Saudi Arabia (KSA), this paper develops an innovative index to measure individuals' labor market engagement across three dimensions: preferences, intensity, and barriers. The index can also to be used to cluster individuals with similar engagement levels to target labor market interventions more effectively and may be used to roughly measure the effectiveness of labor market interventions across time, as it can calculate the score for out-of-sample individuals. The index is computed individually and in aggregate for six labor market groups: employed, unemployed, and out-of-the-labor force, each separately for men and women. The methodology includes: (i) identifying labor subgroups and engagement dimensions, (ii) identifying relevant variables within each group and dimension, (iii) constructing an index for each group and dimension that captures the relative status of an individual against his/her reference group, and (iv) synthesizing the different engagement dimensions into a single indicator. Findings confirm the strong heterogeneity of labor market engagement in the KSA and the usefulness of differentiating interventions for job searchers depending on which cluster they belong to.

Suggested Citation

  • Chartouni, Carole & Holzmann, Robert & Paez, Gustavo N., 2019. "Not Everyone Is Engaged: An Innovative Approach to Measure Engagement Levels on the Labor Market," IZA Discussion Papers 12138, Institute of Labor Economics (IZA).
    • Handle: RePEc:iza:izadps:dp12138
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    References listed on IDEAS

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    1. Beatrix Eugster & Rafael Lalive & Andreas Steinhauer & Josef Zweimüller, 2017. "Culture, Work Attitudes, and Job Search: Evidence from the Swiss Language Border," Journal of the European Economic Association, European Economic Association, vol. 15(5), pages 1056-1100.
    2. Jehoon Park, 2018. "Asian Economic Integration," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 54(7), pages 1461-1462, May.
    3. Ivy Drafor, 2017. "A principal component analysis of the determinants of spatial disparity between rural and urban localities of Ghana," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 44(6), pages 715-731, June.
    4. Rodrigo Fernandez & Herwig Immervoll & Daniele Pacifico & Céline Thévenot, 2016. "Faces of joblessness: Characterising employment barriers to inform policy," OECD Social, Employment and Migration Working Papers 192, OECD Publishing.
    5. Johann Fuchs & Doris Söhnlein & Brigitte Weber & Enzo Weber, 2018. "Stochastic Forecasting of Labor Supply and Population: An Integrated Model," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 37(1), pages 33-58, February.
    6. Deon Filmer & Lant Pritchett, 2001. "Estimating Wealth Effects Without Expenditure Data—Or Tears: An Application To Educational Enrollments In States Of India," Demography, Springer;Population Association of America (PAA), vol. 38(1), pages 115-132, February.
    7. Herwig Immervoll & Stefano Scarpetta, 2012. "Activation and employment support policies in OECD countries. An overview of current approaches," IZA Journal of Labor Policy, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 1(1), pages 1-20, December.
    8. Huh, Hyeon-Seung & Park, Cyn-Young, 2018. "Asia-Pacific regional integration index: Construction, interpretation, and comparison," Journal of Asian Economics, Elsevier, vol. 54(C), pages 22-38.
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    More about this item

    Keywords

    intervention evaluation; index construction; labor market surveys; labor market programs; principal component method; profiling;
    All these keywords.

    JEL classification:

    • C38 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Classification Methdos; Cluster Analysis; Principal Components; Factor Analysis
    • C43 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Index Numbers and Aggregation
    • J08 - Labor and Demographic Economics - - General - - - Labor Economics Policies

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