IDEAS home Printed from https://ideas.repec.org/a/spr/sochwe/v50y2018i4d10.1007_s00355-017-1099-8.html
   My bibliography  Save this article

Estimating capabilities with random scale models: women’s freedom of movement

Author

Listed:
  • L. Andreassen

    (Statistics Norway)

  • M. L. Tommaso

    (University of Torino
    Collegio Carlo Alberto
    Frisch Center for Economic Research)

Abstract

In Sen’s capability approach well-being is evaluated not only in terms of functionings (what they do and who they are) but also in terms of capabilities (what people are free to do and to be). It implies that individuals with the same observed functionings may have different well-being because their choice sets (i.e. capabilities) are different. We utilise a Random Scale Model to measure the latent capability of Italian women to move based on observations of their realized choices. We demonstrate that such models can offer a suitable framework for measuring how individuals are restricted in their capabilities. Our estimations show that the percentage of women predicted to be restricted in their freedom of movement (have restricted capability sets) is 23–25%. If all women were unconstrained, our model predicts that 15–17% of them would choose to do more activities.

Suggested Citation

  • L. Andreassen & M. L. Tommaso, 2018. "Estimating capabilities with random scale models: women’s freedom of movement," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 50(4), pages 625-661, April.
    • Handle: RePEc:spr:sochwe:v:50:y:2018:i:4:d:10.1007_s00355-017-1099-8
    DOI: 10.1007/s00355-017-1099-8
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s00355-017-1099-8
    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/s00355-017-1099-8?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. Paul Anand & Graham Hunter & Ian Carter & Keith Dowding & Francesco Guala & Martin Van Hees, 2009. "The Development of Capability Indicators," Journal of Human Development and Capabilities, Taylor & Francis Journals, vol. 10(1), pages 125-152.
    2. Kreps, David M, 1979. "A Representation Theorem for "Preference for Flexibility"," Econometrica, Econometric Society, vol. 47(3), pages 565-577, May.
    3. McFadden, Daniel L., 1984. "Econometric analysis of qualitative response models," Handbook of Econometrics, in: Z. Griliches† & M. D. Intriligator (ed.), Handbook of Econometrics, edition 1, volume 2, chapter 24, pages 1395-1457, Elsevier.
    4. Marc Fleurbaey, 2006. "Capabilities, Functionings and Refined Functionings," Journal of Human Development and Capabilities, Taylor & Francis Journals, vol. 7(3), pages 299-310.
    5. Mukesh Eswaran & Nisha Malhotra, 2011. "Domestic violence and women's autonomy in developing countries: theory and evidence," Canadian Journal of Economics, Canadian Economics Association, vol. 44(4), pages 1222-1263, November.
    6. John Dagsvik, 2013. "Making Sen’s capability approach operational: a random scale framework," Theory and Decision, Springer, vol. 74(1), pages 75-105, January.
    7. Ilmakunnas, Seija & Pudney, Stephen, 1990. "A model of female labour supply in the presence of hours restrictions," Journal of Public Economics, Elsevier, vol. 41(2), pages 183-210, March.
    8. Francis Bloch & Vijayendra Rao, 2002. "Terror as a Bargaining Instrument: A Case Study of Dowry Violence in Rural India," American Economic Review, American Economic Association, vol. 92(4), pages 1029-1043, September.
    9. Sen, Amartya, 1991. "Welfare, preference and freedom," Journal of Econometrics, Elsevier, vol. 50(1-2), pages 15-29, October.
    10. Jaya Krishnakumar, 2007. "Going Beyond Functionings to Capabilities: An Econometric Model to Explain and Estimate Capabilities," Journal of Human Development and Capabilities, Taylor & Francis Journals, vol. 8(1), pages 39-63.
    11. Richard E. Quandt, 1956. "A Probabilistic Theory of Consumer Behavior," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(4), pages 507-536.
    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. Henderson, Heath & Follett, Lendie, 2020. "A Bayesian framework for estimating human capabilities," World Development, Elsevier, vol. 129(C).

    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. Andreassen, Leif & Dagsvik, John & Di Tommaso, Maria Laura, 2013. "Measuring capabilities with random scale models. Women’s freedom of movement," Department of Economics and Statistics Cognetti de Martiis. Working Papers 201334, University of Turin.
    2. John K. Dagsvik & Zhiyang Jia, 2008. "An Alternative Approach to Labor Supply Modeling. Emphasizing Job-type as Choice Variable," Discussion Papers 550, Statistics Norway, Research Department.
    3. Barbera, S. & Bossert, W. & Pattanaik, P.K., 2001. "Ranking Sets of Objects," Cahiers de recherche 2001-02, Centre interuniversitaire de recherche en économie quantitative, CIREQ.
    4. Roy, Shalini & Hidrobo, Melissa & Hoddinott, John F. & Ahmed, Akhter, 2021. "Transfers, behavior change communication, and intimate partner violence: Post-program evidence from rural Bangladesh," IFPRI book chapters, in: Securing food for all in Bangladesh, chapter 15, pages 549-590, International Food Policy Research Institute (IFPRI).
    5. John K. Dagsvik & Steinar StrØm, 2006. "Sectoral labour supply, choice restrictions and functional form," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(6), pages 803-826, September.
    6. Anand, Paul & Gray, Alastair & Liberini, Federica & Roope, Laurence & Smith, Ron & Thomas, Ranjeeta, 2015. "Wellbeing over 50," The Journal of the Economics of Ageing, Elsevier, vol. 6(C), pages 68-78.
    7. Díaz, Juan-José & Saldarriaga, Victor, 2023. "A drop of love? Rainfall shocks and spousal abuse: Evidence from rural Peru," Journal of Health Economics, Elsevier, vol. 89(C).
    8. Mamatzakis, Emmanuel C. & Tsionas, Mike G., 2021. "Making inference of British household's happiness efficiency: A Bayesian latent model," European Journal of Operational Research, Elsevier, vol. 294(1), pages 312-326.
    9. La Mattina, Giulia, 2017. "Civil conflict, domestic violence and intra-household bargaining in post-genocide Rwanda," Journal of Development Economics, Elsevier, vol. 124(C), pages 168-198.
    10. Rolf Aaberge & Ugo Colombino, 2014. "Labour Supply Models," Contributions to Economic Analysis, in: Handbook of Microsimulation Modelling, volume 127, pages 167-221, Emerald Group Publishing Limited.
    11. Antoinette Baujard, 2006. "Conceptions of freedom and ranking opportunity sets. A typology," Economics Working Paper Archive (University of Rennes 1 & University of Caen) 200611, Center for Research in Economics and Management (CREM), University of Rennes 1, University of Caen and CNRS.
    12. Pakrashi, Debayan & Saha, Sarani, 2020. "Intergenerational consequences of maternal domestic violence: Effect on nutritional status of children," GLO Discussion Paper Series 551, Global Labor Organization (GLO).
    13. Auriol, Emmanuelle & Platteau, Jean-Philippe & Camilotti, Giula, 2017. "Eradicating Women-Hurting Customs: What Role for Social Engineering?," CEPR Discussion Papers 12107, C.E.P.R. Discussion Papers.
    14. Shah,Manisha & Seager,Jennifer & Montalvao Machado,Joao H. C. & Goldstein,Markus P., 2022. "Two Sides of Gender : Sex, Power, and Adolescence," Policy Research Working Paper Series 10072, The World Bank.
    15. Hamid Hasan, 2019. "Confidence in Subjective Evaluation of Human Well-Being in Sen’s Capabilities Perspective," Journal of Happiness Studies, Springer, vol. 20(1), pages 1-17, January.
    16. Eckehard F. Rosenbaum, 2000. "On Measuring Freedom," Journal of Theoretical Politics, , vol. 12(2), pages 205-227, April.
    17. Anand, Paul & Krishnakumar, Jaya & Tran, Ngoc Bich, 2011. "Measuring welfare: Latent variable models for happiness and capabilities in the presence of unobservable heterogeneity," Journal of Public Economics, Elsevier, vol. 95(3), pages 205-215.
    18. Auriol, Emmanuelle & Camilotti, Giula & Platteau, Jean-Philippe, 2017. "Eradicating Women-Hurting Customs: What Role for Social Engineering?," CEPR Discussion Papers 12107, C.E.P.R. Discussion Papers.
    19. Lessmann, Ortrud, 2012. "Applying the Capability Approach Empirically: An Overview with Special Attention to Labor," management revue. Socio-economic Studies, Rainer Hampp Verlag, vol. 23(2), pages 98-118.
    20. Siwan Anderson, 2022. "Unbundling female empowerment," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 55(4), pages 1671-1701, November.

    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:spr:sochwe:v:50:y:2018:i:4:d:10.1007_s00355-017-1099-8. 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.