IDEAS home Printed from https://ideas.repec.org/a/ijm/journl/v11y2018i2p191-213.html
   My bibliography  Save this article

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
    as

    Download full text from publisher

    File URL: https://microsimulation.org/IJM/V11_2/IJM_11_2_6.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    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. repec:bla:revinw:v:47:y:2001:i:2:p:139-63 is not listed on IDEAS
    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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Konstantins Benkovskis & Olegs Matvejevs, 2023. "The New Version of Latvian CGE Model," Working Papers 2023/02, Latvijas Banka.
    2. Konstantins Benkovskis & Ludmila Fadejeva & Anna Pluta & Anna Zasova, 2023. "Keeping the best of two worlds: Linking CGE and microsimulation models for policy analysis," Working Papers 2023/01, Latvijas Banka.
    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.

    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. 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. Camara, Alhassane & Savard, Luc, 2023. "Impact of agricultural input subsidy policy on market participation and income distribution in Africa: A bottom-up/top-down approach," Economic Modelling, Elsevier, vol. 129(C).
    3. Maheshwar Rao & Robert Tanton & Yogi Vidyattama, 2013. "‘A Systems Approach to Analyse the Impacts of Water Policy Reform in the Murray-Darling Basin: a conceptual and an analytical framework’," NATSEM Working Paper Series 13/22, University of Canberra, National Centre for Social and Economic Modelling.
    4. Touhami Abdelkhalek & Dorothee Boccanfuso, 2023. "Is the Moroccan Fiscal System Progressive ? A Shapley Decomposition," Policy briefs on Economic Trends and Policies 2342, Policy Center for the New South.
    5. Céline DE QUATREBARBES & Luc SAVARD & Dorothée BOCCANFUSO, 2011. "Can the removal of VAT Exemptions support the Poor? The Case of Niger," Working Papers 201106, CERDI.
    6. Ferreira , Francisco H. G., 2010. "Distributions in motion: economic growth, inequality, and poverty dynamics," Policy Research Working Paper Series 5424, The World Bank.
    7. Maurizio Bussolo & Rafael E De Hoyos & Denis Medvedev, 2010. "Economic growth and income distribution: linking macro-economic models with household survey data at the global level," International Journal of Microsimulation, International Microsimulation Association, vol. 3(1), pages 92-103.
    8. Florent Bresson & Jean-Yves Duclos & Flaviana Palmisano, 2019. "Intertemporal pro-poorness," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 52(1), pages 65-96, January.
    9. Dorothée Boccanfuso & Massa Coulibaly & Luc Savard & Govinda Timilsina, 2018. "Macroeconomic and Distributional Impacts of Jatropha Based Biodiesel in Mali," Economies, MDPI, vol. 6(4), pages 1-22, November.
    10. Bourguignon, François & Bussolo, Maurizio, 2013. "Income Distribution in Computable General Equilibrium Modeling," Handbook of Computable General Equilibrium Modeling, in: Peter B. Dixon & Dale Jorgenson (ed.), Handbook of Computable General Equilibrium Modeling, edition 1, volume 1, chapter 0, pages 1383-1437, Elsevier.
    11. Touhami Abdelkhalek & Dorothée Boccanfuso, 2023. "Is the Moroccan Fiscal System Progressive ? A Shapley Decomposition," CIRANO Working Papers 2023s-22, CIRANO.
    12. Mager, Gregor & Faße, Anja, 2021. "The Contribution of Smallholders´ Livelihood Activities on Income Inequality and Poverty: Case Study from Rural Tanzania," 2021 Conference, August 17-31, 2021, Virtual 315405, International Association of Agricultural Economists.
    13. Nabil Annabi & Fatou Cissé & John Cockburn & Bernard Decaluwé, 2005. "Trade Liberalisation, Growth and Poverty in Senegal: a Dynamic Microsimulation CGE Model Analysis," Cahiers de recherche 0512, CIRPEE.
    14. Dorothée BOCCANFUSO & Massa COULABY & Govinda R TIMILSINA & Luc SAVARD, 2010. "Economic and Distributional Impact of Bio-Fuels in Mali," EcoMod2010 259600032, EcoMod.
    15. Olivier Bargain, 2017. "Welfare analysis and redistributive policies," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 15(4), pages 393-419, December.
    16. Sırma Şeker & Stephen Jenkins, 2015. "Poverty trends in Turkey," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 13(3), pages 401-424, September.
    17. Abdelkrim Araar & Paolo Verme, 2019. "Prices and Welfare," Springer Books, Springer, number 978-3-030-17423-1, December.
    18. Alessandra Brito & Miguel Foguel & Celia Kerstenetzky, 2017. "The contribution of minimum wage valorization policy to the decline in household income inequality in Brazil: A decomposition approach," Journal of Post Keynesian Economics, Taylor & Francis Journals, vol. 40(4), pages 540-575, October.
    19. Robles, Adrian & Robles, Marcos, 2016. "Changes in Welfare with a Heterogeneous Workforce: The Case of Peru," IDB Publications (Working Papers) 7507, Inter-American Development Bank.
    20. Simin SEURY, 2009. "Inward Foreign Investment, Corruption and Firm's Ability: Firm-level Evidence from the Transition Economies," EcoMod2009 21500083, EcoMod.

    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

    Statistics

    Access and download statistics

    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:ijm:journl:v11:y:2018:i:2:p:191-213. 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: Jinjing Li (email available below). General contact details of provider: http://www.microsimulation.pub .

    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.