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ADECOMP: Stata module to estimate Shapley Decomposition by Components of a Welfare Measure

Author

Listed:
  • Joao Pedro Azevedo

    (World Bank)

  • Minh Cong Nguyen

    (World Bank)

  • Viviane Sanfelice

    (World Bank)

Programming Language

Stata

Abstract

adecomp implements the Shapley decomposition of changes in a welfare indicator as proposed by Azevedo, Sanfelice and Nguyen (2012). Following Barros et al. (2006), this method takes advantage of the additivity property of a welfare aggregate to construct a counterfactual unconditional distribution of the welfare aggregate by changing each component at a time to calculate their contribution to the observed changes in poverty, inequality and the growth incidence curve. This method can be applied in the context of both repeated cross-section surveys and longitudinal surveys, however the interpretation of the results will change as discussed by Azevedo, Sanfelice and Nguyen (2012).

Suggested Citation

  • Joao Pedro Azevedo & Minh Cong Nguyen & Viviane Sanfelice, 2012. "ADECOMP: Stata module to estimate Shapley Decomposition by Components of a Welfare Measure," Statistical Software Components S457562, Boston College Department of Economics, revised 12 Jan 2019.
    • Handle: RePEc:boc:bocode:s457562
    Note: This module should be installed from within Stata by typing "ssc install adecomp". The module is made available under terms of the GPL v3 (https://www.gnu.org/licenses/gpl-3.0.txt). Windows users should not attempt to download these files with a web browser.
    as

    Download full text from publisher

    File URL: http://fmwww.bc.edu/repec/bocode/a/adecomp.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/a/adecomp.sthlp
    File Function: help file
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/_/_ex_adecomp.ado
    File Function: example file
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/e/exdata_adecomp.dta
    File Function: example data file
    Download Restriction: no
    ---><---

    Citations

    Blog mentions

    As found by EconAcademics.org, the blog aggregator for Economics research:
    1. Explorando los cambios de la pobreza en Argentina: 2003-2015
      by Leopoldo Tornarolli in Foco Económico on 2019-05-22 21:12:45

    Citations

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

    1. Azevedo, Joao Pedro & Atamanov, Aziz & Rajabov, Alisher, 2014. "Poverty reduction and shared prosperity in Tajikistan : a diagnostic," Policy Research Working Paper Series 6923, The World Bank.
    2. Yingfeng Fang & Fen Zhang, 2021. "The Future Path To China’s Poverty Reduction—Dynamic Decomposition Analysis With The Evolution Of China’s Poverty Reduction Policies," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 158(2), pages 507-538, December.
    3. World Bank Group, 2016. "Iran Economic Monitor, Fall 2016," World Bank Publications - Reports 25865, The World Bank Group.
    4. Piotr Paradowski & Joanna Wolszczak-Derlacz & Eva Sierminska, 2020. "Inequality, Poverty and Child Benefits: Evidence from a Natural Experiment," LIS Working papers 799, LIS Cross-National Data Center in Luxembourg.
    5. 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.
    6. Azevedo, Joao Pedro & Atamanov, Aziz, 2014. "Pathways to the middle class in Turkey : how have reducing poverty and boosting shared prosperity helped?," Policy Research Working Paper Series 6834, The World Bank.
    7. Jessica Bracco, Leonardo Gasparini, Leopoldo Tornarolli, 2019. "Explorando los cambios de la pobreza en Argentina: 2003-2015," Económica, Departamento de Economía, Facultad de Ciencias Económicas, Universidad Nacional de La Plata, vol. 65, pages 69-124, January-D.
    8. Azevedo, Joao Pedro & Inchauste, Gabriela & Sanfelice, Viviane, 2013. "Decomposing the recent inequality decline in Latin America," Policy Research Working Paper Series 6715, The World Bank.
    9. Pérez Pérez,Jorge Eduardo & Rodriguez Castelan,Carlos & Trujillo,Jose Daniel & Valderrama,Daniel, 2015. "Unpacking the MPI : a decomposition approach of changes in multidimensional poverty headcounts," Policy Research Working Paper Series 7514, The World Bank.
    10. Marta Castilho & Marta Menéndez & Aude A. Sztulman, 2015. "Poverty and Inequality Dynamics in Manaus: Legacy of a Free Trade Zone?," Working Papers halshs-01245394, HAL.
    11. Mr. Antonio David & Mr. Martin Petri, 2013. "Inclusive Growth and the Incidence of Fiscal Policy in Mauritius: Much Progress, But More Could be Done," IMF Working Papers 2013/116, International Monetary Fund.
    12. 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.
    13. Arturo Martinez & Francisco Perales, 2017. "The Dynamics of Multidimensional Poverty in Contemporary Australia," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 130(2), pages 479-496, January.

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