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Formative Indicators and Effects of a Causal Model for Household Human Capital with Application

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  • Camilo Dagum
  • Giorgio Vittadini
  • Pietro Giorgio Lovaglio

Abstract

Dagum and Slottje (2000) estimated household human capital (HC) as a latent variable (LV) and proposed its monetary estimation by means of an actuarial approach. This paper introduces an improved method for the estimation of household HC as an LV by means of formative and reflective indicators in agreement with the accepted economic definition of HC. The monetary value of HC is used in a recursive causal model to obtain short- and long-term multipliers that measure the direct and total effects of the variables that determine household HC. The new method is applied to estimate US household HC for year 2004.

Suggested Citation

  • Camilo Dagum & Giorgio Vittadini & Pietro Giorgio Lovaglio, 2007. "Formative Indicators and Effects of a Causal Model for Household Human Capital with Application," Econometric Reviews, Taylor & Francis Journals, vol. 26(5), pages 579-596.
    • Handle: RePEc:taf:emetrv:v:26:y:2007:i:5:p:579-596
    DOI: 10.1080/07474930701512246
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    References listed on IDEAS

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    1. Dale W. Jorgenson, 1995. "Productivity, Volume 1: Postwar US Economic Growth," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262100495, April.
    2. John W. Kendrick, 1976. "The Formation and Stocks of Total Capital," NBER Books, National Bureau of Economic Research, Inc, number kend76-1.
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    Cited by:

    1. Pietro Giorgio Lovaglio & Giuseppe Folloni, 2011. "The estimation of Human Capital in structural models with flexible specification," Working Papers 11, AlmaLaurea Inter-University Consortium.
    2. Rosanna Cataldo & Maria Gabriella Grassia & Natale Carlo Lauro & Elena Ragazzi & Lisa Sella, 2016. "Individual Disadvantage and Training Policies: The Makings of "Model-based" Composite Indicators," IRCrES Working Paper 201602, CNR-IRCrES Research Institute on Sustainable Economic Growth - Moncalieri (TO) ITALY - former Institute for Economic Research on Firms and Growth - Torino (TO) ITALY.
    3. Giuseppe Folloni & Giorgio Vittadini, 2010. "Human Capital Measurement: A Survey," Journal of Economic Surveys, Wiley Blackwell, vol. 24(2), pages 248-279, April.
    4. Pietro Giorgio Lovaglio & Gianmarco Vacca & Stefano Verzillo, 2016. "Human capital estimation in higher education," Advances in Data Analysis and Classification, Springer;German Classification Society - Gesellschaft für Klassifikation (GfKl);Japanese Classification Society (JCS);Classification and Data Analysis Group of the Italian Statistical Society (CLADAG);International Federation of Classification Societies (IFCS), vol. 10(4), pages 465-489, December.
    5. Anna Simonetto & Emma Zavarrone, 2015. "A micro approach to cognitive skills’ growth in a university context," Quality & Quantity: International Journal of Methodology, Springer, vol. 49(3), pages 1013-1022, May.
    6. Philip Kostov & Julie Le Gallo, 2018. "What role for human capital in the growth process: new evidence from endogenous latent factor panel quantile regressions," Scottish Journal of Political Economy, Scottish Economic Society, vol. 65(5), pages 501-527, November.
    7. Pietro Giorgio Lovaglio, 2010. "The Estimation Of Human Capital By Administrative Archives In A Static And Longitudinal Perspective: The Case Of Milan," Journal of Economic Surveys, Wiley Blackwell, vol. 24(2), pages 280-308, April.
    8. Lovaglio, Pietro Giorgio, 2008. "Process of accumulation of Italian human capital," Structural Change and Economic Dynamics, Elsevier, vol. 19(4), pages 342-356, December.

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