IDEAS home Printed from https://ideas.repec.org/a/spr/stmapp/v11y2002i3d10.1007_bf02509832.html
   My bibliography  Save this article

Panel regression models for measuring multidimensional poverty dynamics

Author

Listed:
  • Gianni Betti

    (Università di Siena)

  • Antonella D’Agostino

    (Università di Napoli “Parthenope”)

  • Laura Neri

    (Università di Siena)

Abstract

This work concerns the study of poverty dynamics and the analysis of the influencing socio-demographic factors. A fuzzy and multidimensional approach has been chosen in order to define two different poverty measures. A panel regression model has been estimated and particular attention has been paid to the treatment of the unobservable heterogeneity among longitudinal units. The specified model combines autoregression with variance components. The empirical analysis has been conducted using the data set of the British Household Panel Survey (BHPS) from 1991 to 1997.

Suggested Citation

  • Gianni Betti & Antonella D’Agostino & Laura Neri, 2002. "Panel regression models for measuring multidimensional poverty dynamics," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 11(3), pages 359-369, October.
    • Handle: RePEc:spr:stmapp:v:11:y:2002:i:3:d:10.1007_bf02509832
    DOI: 10.1007/BF02509832
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/BF02509832
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/BF02509832?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. N/A, 1998. "Statistical Appendix," National Institute Economic Review, National Institute of Economic and Social Research, vol. 166(1), pages 108-117, October.
    2. Lillard, Lee A & Willis, Robert J, 1978. "Dynamic Aspects of Earning Mobility," Econometrica, Econometric Society, vol. 46(5), pages 985-1012, September.
    3. Ann Huff Stevens, 1999. "Climbing out of Poverty, Falling Back in: Measuring the Persistence of Poverty Over Multiple Spells," Journal of Human Resources, University of Wisconsin Press, vol. 34(3), pages 557-588.
    4. Lindsey, J. K., 1999. "Models for Repeated Measurements," OUP Catalogue, Oxford University Press, edition 2, number 9780198505594.
    5. N/A, 1998. "Statistical Appendix," National Institute Economic Review, National Institute of Economic and Social Research, vol. 164(1), pages 115-124, April.
    6. N/A, 1998. "Statistical Appendix," National Institute Economic Review, National Institute of Economic and Social Research, vol. 163(1), pages 116-125, January.
    7. N/A, 1998. "Statistical Appendix," National Institute Economic Review, National Institute of Economic and Social Research, vol. 165(1), pages 115-124, July.
    8. McClements, L. D., 1977. "Equivalence scales for children," Journal of Public Economics, Elsevier, vol. 8(2), pages 191-210, October.
    9. Anderson, T. W. & Hsiao, Cheng, 1982. "Formulation and estimation of dynamic models using panel data," Journal of Econometrics, Elsevier, vol. 18(1), pages 47-82, January.
    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. Rolf Aaberge & Andrea Brandolini, 2014. "Multidimensional poverty and inequality," Discussion Papers 792, Statistics Norway, Research Department.
    2. Vijay Verma & Gianni Betti & Francesca Gagliardi, 2017. "Fuzzy Measures of Longitudinal Poverty in a Comparative Perspective," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 130(2), pages 435-454, January.
    3. Sung-Geun Kim, 2015. "Fuzzy Multidimensional Poverty Measurement: An Analysis of Statistical Behaviors," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 120(3), pages 635-667, February.
    4. Anh Thu Quang Pham & Pundarik Mukhopadhaya & Ha Vu, 2021. "Estimating poverty and vulnerability to monetary and non-monetary poverty: the case of Vietnam," Empirical Economics, Springer, vol. 61(6), pages 3125-3177, December.
    5. Gianni Betti & Francesca Gagliardi & Achille Lemmi & Vijay Verma, 2015. "Comparative measures of multidimensional deprivation in the European Union," Empirical Economics, Springer, vol. 49(3), pages 1071-1100, November.
    6. Cecilia Albert Verdú & María A. Davia Rodríguez, 2009. "Monetary poverty, education exclusion and material deprivation amongst youth in Spain," Alcamentos 0903, Universidad de Alcalá, Departamento de Economía..
    7. Gianni Betti & Francesca Gagliardi & Salvucci Vincenzo, 2014. "Multidimensional And Fuzzy Measures Of Poverty At Regional Level In Mozambique," Economy of region, Centre for Economic Security, Institute of Economics of Ural Branch of Russian Academy of Sciences, vol. 1(4), pages 114-128.
    8. Antonio Acconcia & Maria Carannante & Michelangelo Misuraca & Germana Scepi, 2020. "Measuring Vulnerability to Poverty with Latent Transition Analysis," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 151(1), pages 1-31, August.
    9. Gianni Betti & Bruno Cheli & Riccardo Cambini, 2004. "A statistical model for the dynamics between two fuzzy states: theory and an application to poverty analysis," Metron - International Journal of Statistics, Dipartimento di Statistica, Probabilità e Statistiche Applicate - University of Rome, vol. 0(3), pages 391-411.

    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. Jenkins, Stephen P., 2011. "Has the Instability of Personal Incomes been Increasing?," National Institute Economic Review, National Institute of Economic and Social Research, vol. 218, pages 33-43, October.
    2. Arnstein Aassve & Simon Burgess & Matt Dickson & Carol Propper, 2005. "Modelling Poverty by not Modelling Poverty: An Application of a Simultaneous Hazards Approach to the UK," The Centre for Market and Public Organisation 05/134, The Centre for Market and Public Organisation, University of Bristol, UK.
    3. repec:dau:papers:123456789/4994 is not listed on IDEAS
    4. Martin Biewen, 2005. "The Covariance Structure of East and West German Incomes and its Implications for the Persistence of Poverty and Inequality," German Economic Review, Verein für Socialpolitik, vol. 6(4), pages 445-469, November.
    5. Federico Zincenko & Walter Sosa-Escudero & Gabriel Montes-Rojas, 2014. "Robust tests for time-invariant individual heterogeneity versus dynamic state dependence," Empirical Economics, Springer, vol. 47(4), pages 1365-1387, December.
    6. Stephanie Riegg Cellini & Signe-Mary McKernan & Caroline Ratcliffe, 2008. "The dynamics of poverty in the United States: A review of data, methods, and findings," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 27(3), pages 577-605.
    7. Fuwa, Nobuhiko, 2003. "Pathways from Poverty toward Middle Class: Determinants of Socio-economic Class Mobility in the Rural Philippines," MPRA Paper 23690, University Library of Munich, Germany.
    8. Geert Dhaene & Koen Jochmans, 2015. "Split-panel Jackknife Estimation of Fixed-effect Models," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(3), pages 991-1030.
    9. Marjan, MAES, 2008. "Poverty persistence among Belgian elderly in the transition from work to retirement : an empirical analysis," Discussion Papers (ECON - Département des Sciences Economiques) 2008042, Université catholique de Louvain, Département des Sciences Economiques.
    10. Lorenzo Cappellari & Stephen P. Jenkins, 2004. "Modelling low income transitions," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 19(5), pages 593-610.
    11. Nicolai Suppa, 2017. "Transitions in Poverty and Deprivations: An Analysis of Multidimensional Poverty Dynamics," SOEPpapers on Multidisciplinary Panel Data Research 894, DIW Berlin, The German Socio-Economic Panel (SOEP).
    12. Elena Giarda & Gloria Moroni, 2018. "The Degree of Poverty Persistence and the Role of Regional Disparities in Italy in Comparison with France, Spain and the UK," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 136(1), pages 163-202, February.
    13. Palme, Marten, 1995. "Earnings mobility and distribution: Comparing statistical models on Swedish data," Labour Economics, Elsevier, vol. 2(3), pages 213-247, September.
    14. Martin Browning & Mette Ejrnæs & Javier Alvarez, 2010. "Modelling Income Processes with Lots of Heterogeneity," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 77(4), pages 1353-1381.
    15. Spryskov Dmitry, 2003. "Below the Poverty Line: Duration of Poverty in Russia," EERC Working Paper Series 03-04e, EERC Research Network, Russia and CIS.
    16. Bera, Anil K. & Sosa-Escudero, Walter & Yoon, Mann, 2001. "Tests for the error component model in the presence of local misspecification," Journal of Econometrics, Elsevier, vol. 101(1), pages 1-23, March.
    17. Francesco Devicienti, 2002. "Poverty persistence in Britain: A multivariate analysis using the BHPS, 1991–1997," Journal of Economics, Springer, vol. 9(1), pages 307-340, December.
    18. Francesco Devicienti, 2011. "Estimating poverty persistence in Britain," Empirical Economics, Springer, vol. 40(3), pages 657-686, May.
    19. Thomas E. MaCurdy, 1981. "Multiple Time-Serie3 Models Applied to Panel Data," NBER Working Papers 0646, National Bureau of Economic Research, Inc.
    20. Jimmy Skoglund & Sune Karlsson, 2002. "Asymptotics for random effects models with serial correlation," 10th International Conference on Panel Data, Berlin, July 5-6, 2002 A6-1, International Conferences on Panel Data.
    21. Walter Sosa-Escudero & Mariana Marchionni & Omar Arias, 2011. "Sources of Income Persistence: Evidence from Rural El Salvador," Journal of Income Distribution, Ad libros publications inc., vol. 20(1), pages 3-28, March.

    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:spr:stmapp:v:11:y:2002:i:3:d:10.1007_bf02509832. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.