IDEAS home Printed from https://ideas.repec.org/a/sbe/breart/v38y2018i1a56157.html
   My bibliography  Save this article

Correcting the population of Brazilian municipalities using the Jackknife

Author

Listed:
  • Mattos, Enlinson
  • Santos, Pedro

Abstract

Este trabalho propõe um método para identificar e corrigir a distorção observada na distribuição de população dos municípios brasileiros presente nos dados de Censo Demográfico (Monasterio, 2014). Essa distorção se caracteriza por uma concentração elevada de municípios com valores de população próximos das faixas usadas como critério de distribuição de fundos para os municípios do Brasil (Fundo de Participação de Municípios, FPM). O método proposto utiliza dois passos. Primeiro, busca identificar os municípios candidatos a ajuste, através de um método Jackknife, e segundo, sugere uma correção para sua população de acordo com um modelo linear que segue a Lei de Zipf de distribuição de população de cidades (ZIPF, 1949). Após a detecção e correção da população daqueles municípios, apresentamos o teste de McCrary (2007) o qual não aponta mais descontinuidades significativas na distribuição da população dos municípios para os anos de 2000, 2007 e 2010 sugerindo o sucesso do procedimento. Mais importante, não é encontrada alteração significativa na distribuição do FPM após esta correção.

Suggested Citation

  • Mattos, Enlinson & Santos, Pedro, 2018. "Correcting the population of Brazilian municipalities using the Jackknife," Brazilian Review of Econometrics, Sociedade Brasileira de Econometria - SBE, vol. 38(1), May.
  • Handle: RePEc:sbe:breart:v:38:y:2018:i:1:a:56157
    as

    Download full text from publisher

    File URL: https://periodicos.fgv.br/bre/article/view/56157
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Fernanda Brollo & Tommaso Nannicini & Roberto Perotti & Guido Tabellini, 2013. "The Political Resource Curse," American Economic Review, American Economic Association, vol. 103(5), pages 1759-1796, August.
    2. Litschig, Stephan, 2012. "Are rules-based government programs shielded from special-interest politics? Evidence from revenue-sharing transfers in Brazil," Journal of Public Economics, Elsevier, vol. 96(11), pages 1047-1060.
    3. Andrew C. Eggers & Ronny Freier & Veronica Grembi & Tommaso Nannicini, 2018. "Regression Discontinuity Designs Based on Population Thresholds: Pitfalls and Solutions," American Journal of Political Science, John Wiley & Sons, vol. 62(1), pages 210-229, January.
    4. Ponczek, Vladimir & Mattos, Enlison, 2013. "Efeitos da Divisão Municipal na oferta de Bens Públicos e Indicadores Sociais," Revista Brasileira de Economia - RBE, EPGE Brazilian School of Economics and Finance - FGV EPGE (Brazil), vol. 67(3), September.
    5. Maria Sousa & Borko Stošić, 2005. "Technical Efficiency of the Brazilian Municipalities: Correcting Nonparametric Frontier Measurements for Outliers," Journal of Productivity Analysis, Springer, vol. 24(2), pages 157-181, October.
    6. Xavier Gabaix, 1999. "Zipf's Law for Cities: An Explanation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(3), pages 739-767.
    7. Gerard, Francois & Rokkanen, Miikka & Rothe, Christoph, 2015. "Identification and Inference in Regression Discontinuity Designs with a Manipulated Running Variable," IZA Discussion Papers 9604, Institute of Labor Economics (IZA).
    8. McCrary, Justin, 2008. "Manipulation of the running variable in the regression discontinuity design: A density test," Journal of Econometrics, Elsevier, vol. 142(2), pages 698-714, February.
    9. Stephan Litschig & Kevin M. Morrison, 2013. "The Impact of Intergovernmental Transfers on Education Outcomes and Poverty Reduction," American Economic Journal: Applied Economics, American Economic Association, vol. 5(4), pages 206-240, October.
    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. Marcelo Castro & Enlinson Mattos & Fernanda Patriota, 2021. "The effects of health spending on the propagation of infectious diseases," Health Economics, John Wiley & Sons, Ltd., vol. 30(10), pages 2323-2344, September.

    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. Marcelo Castro & Enlinson Mattos & Fernanda Patriota, 2021. "The effects of health spending on the propagation of infectious diseases," Health Economics, John Wiley & Sons, Ltd., vol. 30(10), pages 2323-2344, September.
    2. Lucie Gadenne, 2017. "Tax Me, but Spend Wisely? Sources of Public Finance and Government Accountability," American Economic Journal: Applied Economics, American Economic Association, vol. 9(1), pages 274-314, January.
    3. Anna Harvey, 2020. "Applying regression discontinuity designs to American political development," Public Choice, Springer, vol. 185(3), pages 377-399, December.
    4. Dirk Foremny & Jordi Jofre-Monseny & Albert Solé-Ollé, 2015. "'Hold that Ghost': Using Notches to Identify Manipulation of Population-Based Grants," CESifo Working Paper Series 5578, CESifo.
    5. Raphael Corbi & Elias Papaioannou & Paolo Surico, 2019. "Regional Transfer Multipliers," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(5), pages 1901-1934.
    6. Castro, Marcelo Araújo & Mattos, Enlinson & Patriota, Fernanda, 2016. "Spatial spillovers and political coordination in public health provision," Textos para discussão 417, FGV EESP - Escola de Economia de São Paulo, Fundação Getulio Vargas (Brazil).
    7. Kristof De Witte & Benny Geys, 2015. "Strategic Housing Policy, Migration and Sorting around Population Thresholds," CESifo Working Paper Series 5639, CESifo.
    8. De Witte, Kristof & Geys, Benny & Schönhage, Nanna Lauritz, 2018. "Strategic public policy around population thresholds," Journal of Urban Economics, Elsevier, vol. 106(C), pages 46-58.
    9. Kantorowicz, Jarosław, 2017. "Electoral systems and fiscal policy outcomes: Evidence from Poland," European Journal of Political Economy, Elsevier, vol. 47(C), pages 36-60.
    10. Thushyanthan Baskaran & Zohal Hessami, 2017. "Political alignment and intergovernmental transfers in parliamentary systems: evidence from Germany," Public Choice, Springer, vol. 171(1), pages 75-98, April.
    11. Bastos, Paulo & Straume, Odd Rune, 2016. "Preschool Education in Brazil: Does Public Supply Crowd Out Private Enrollment?," World Development, Elsevier, vol. 78(C), pages 496-510.
    12. Ricardo Dahis & Christiane Szerman, 2023. "Decentralizing Development: Evidence from Government Splits," Monash Economics Working Papers 2023-18, Monash University, Department of Economics.
    13. Sanz, Carlos, 2017. "The Effect of Electoral Systems on Voter Turnout: Evidence from a Natural Experiment," Political Science Research and Methods, Cambridge University Press, vol. 5(4), pages 689-710, October.
    14. Rougier, Eric & Combarnous, François & Fauré, Yves-André, 2018. "The “Local Economy” Effect of Social Transfers: An Empirical Assessment of the Impact of the Bolsa Família Program on Local Productive Structure and Economic Growth," World Development, Elsevier, vol. 103(C), pages 199-215.
    15. Paulo Arvate & Enlinson Mattos, Fabiana Rocha, 2015. "Intergovernmental transfers and public spending in Brazilian municipalities," Working Papers, Department of Economics 2015_03, University of São Paulo (FEA-USP).
    16. Eric ROUGIER & François COMBARNOUS & Yves-André FAURE, 2017. "The ‘local economy’ effect of social transfers: A municipality-level analysis of the local growth impact of the Bolsa Familia Programme in the Brazilian Nordeste," Cahiers du GREThA (2007-2019) 2017-09, Groupe de Recherche en Economie Théorique et Appliquée (GREThA).
    17. Britto, Diogo G.C. & Fiorin, Stefano, 2020. "Corruption and legislature size: Evidence from Brazil," European Journal of Political Economy, Elsevier, vol. 65(C).
    18. Dahis, Ricardo & Szerman, Christiane, 2024. "Decentralizing Development: Evidence from Government Splits," IZA Discussion Papers 16761, Institute of Labor Economics (IZA).
    19. Matakos, Konstantinos & Savolainen, Riikka & Troumpounis, Orestis & Tukiainen, Janne & Xefteris, Dimitrios, 2018. "Electoral Institutions and Intraparty Cohesion," Working Papers 109, VATT Institute for Economic Research.
    20. Vuković, Vuk, 2020. "Corruption and re-election: how much can politicians steal before getting punished?," Journal of Comparative Economics, Elsevier, vol. 48(1), pages 124-143.

    More about this item

    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:sbe:breart:v:38:y:2018:i:1:a:56157. 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: Núcleo de Computação da FGV EPGE (email available below). General contact details of provider: https://edirc.repec.org/data/sbeeeea.html .

    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.