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A Top-Down with Behaviour (TDB) Microsimulation Toolkit for Distributive Analysis

Author

Listed:
  • Luca Tiberti

    (Partnership for Economic Policy (PEP) and Université Laval, Québec, Canada.)

  • Martin Cicowiez

    (Partnership for Economic Policy (PEP) and Université Laval, La Plata, Argentina.)

  • John Cockburn

    (Partnership for Economic Policy (PEP), Nairobi, Kenya.)

Abstract

Computable General Equilibrium (CGE) models are often combined with microsimulation (MS) models to perform distributive impact analysis for fiscal or structural policies, or external shocks. This paper describes a user-friendly Stata-based toolkit to perform MSs combined with CGE models in a top-down fashion. The toolkit is organized in various modules, which can be easily adapted to the users’ needs. It first estimates income generation by type of work and skill of workers. Then it estimates households’ specific price deflators based on individual utility. The changes estimated by a CGE model (or from other sources) in the employment (by skill and sector), in the wage payroll (by skill), in the revenues from self-employment activities (by skill) as well as in the commodities prices are fed into the MS model in a consistent way. Once the new vector of real consumption or revenue is estimated, it performs a series of distributive analysis, such as the computation of standard poverty and inequality indices, their decomposition by income

Suggested Citation

  • Luca Tiberti & Martin Cicowiez & John Cockburn, 2018. "A Top-Down with Behaviour (TDB) Microsimulation Toolkit for Distributive Analysis," International Journal of Microsimulation, International Microsimulation Association, vol. 11(2), pages 191-213.
  • Handle: RePEc:ijm:journl:v11:y:2018:i:2:p:191-213
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    References listed on IDEAS

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    1. Luca Tiberti & John Cockburn & Martín Cicowiez, 2017. "A top-down behaviour (TDB) microsimulation toolkit for distributive analysis," Working Papers PMMA 2017-24, PEP-PMMA.
    2. G. A. Meagher & Nisha Agrawal, 1986. "Taxation Reform and Income Distribution in Australia," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 19(3), pages 33-56, September.
    3. Debowicz, Darío, 2016. "Does the microsimulation approach used in macro–micro modelling matter? An application to the distributional effects of capital outflows during Argentina's Currency Board regime," Economic Modelling, Elsevier, vol. 54(C), pages 591-599.
    4. Anne‐Sophie Robilliard & Sherman Robinson, 2003. "Reconciling Household Surveys and National Accounts Data Using a Cross Entropy Estimation Method," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 49(3), pages 395-406, September.
    5. François Bourguignon & Martin Fournier & Marc Gurgand, 2007. "Selection Bias Corrections Based On The Multinomial Logit Model: Monte Carlo Comparisons," Journal of Economic Surveys, Wiley Blackwell, vol. 21(1), pages 174-205, February.
    6. François Bourguignon & Maurizio Bussolo & Luis Pereira, 2008. "The Impact of Macroeconomic Policies on Poverty and Income Distribution," PSE-Ecole d'économie de Paris (Postprint) halshs-00754864, HAL.
    7. Bourguignon, Francois & Fournier, M & Gurgand, M, 2001. "Fast Development with a Stable Income Distribution: Taiwan, 1979-94," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 47(2), pages 139-163, June.
    8. Anthony Shorrocks, 2013. "Decomposition procedures for distributional analysis: a unified framework based on the Shapley value," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 11(1), pages 99-126, March.
    9. Ravallion, Martin & Chen, Shaohua, 2003. "Measuring pro-poor growth," Economics Letters, Elsevier, vol. 78(1), pages 93-99, January.
    10. King, Mervyn A., 1983. "Welfare analysis of tax reforms using household data," Journal of Public Economics, Elsevier, vol. 21(2), pages 183-214, July.
    11. Grimm, M., 2005. "Educational policies and poverty reduction in Cote d'Ivoire," Journal of Policy Modeling, Elsevier, vol. 27(2), pages 231-247, March.
    12. repec:dau:papers:123456789/5130 is not listed on IDEAS
    13. Azevedo, Joao Pedro & Inchauste, Gabriela & Olivieri, Sergio & Saavedra, Jaime & Winkler, Hernan, 2013. "Is labor income responsible for poverty reduction ? a decomposition approach," Policy Research Working Paper Series 6414, The World Bank.
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    Cited by:

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    3. Tapias, J., 2021. "Temporary employment, informality, poverty and inequality," Documentos de trabajo - Alianza EFI 20047, Alianza EFI.
    4. Diallo, Souleymane Sadio & Mevel-Bidau, Simon, 2021. "Poverty Impact Assessment of the AfCFTA’s Implementation: A Macro-Micro Simulation Approach," Conference papers 333275, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.

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    More about this item

    Keywords

    CGE-MICROSIMULATION MODEL; POVERTY AND DISTRIBUTIVE ANALYSIS; UGANDA;
    All these keywords.

    JEL classification:

    • D58 - Microeconomics - - General Equilibrium and Disequilibrium - - - Computable and Other Applied General Equilibrium Models
    • C50 - Mathematical and Quantitative Methods - - Econometric Modeling - - - General
    • I32 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Measurement and Analysis of Poverty

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