IDEAS home Printed from https://ideas.repec.org/p/wbk/wbrwps/5968.html
   My bibliography  Save this paper

Poor, or just feeling poor ? on using subjective data in measuring poverty

Author

Listed:
  • Ravallion, Martin

Abstract

The challenges faced in calibrating poverty and welfare measures to objective data have long been recognized. Until recently, most economists have resisted a seemingly obvious solution, namely to ask people themselves:"Do you feel poor?"The paper studies the case for and against this approach. It is argued that, while one would not want to use self-assessments as welfare metrics in their own right, there is scope for using such data to help calibrate multidimensional measures. Indeed, the idea of a"social subjective poverty line"(below which people tend to think they are poor, but above which they do not) is arguably the most conceptually appealing way of defining poverty. However, the paper points to a number of concerns that have received insufficient attention, including the choice of covariates, survey design issues, measurement errors, frame-of-reference effects, and latent heterogeneity in personality traits and personal tradeoffs. Directions for future research are identified.

Suggested Citation

  • Ravallion, Martin, 2012. "Poor, or just feeling poor ? on using subjective data in measuring poverty," Policy Research Working Paper Series 5968, The World Bank.
  • Handle: RePEc:wbk:wbrwps:5968
    as

    Download full text from publisher

    File URL: http://www-wds.worldbank.org/external/default/WDSContentServer/WDSP/IB/2012/02/13/000158349_20120213135845/Rendered/PDF/WPS5968.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Mark P. Taylor, 2006. "Tell me why I don't like Mondays: investigating day of the week effects on job satisfaction and psychological well‐being," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 169(1), pages 127-142, January.
    2. Michael Lokshin & Martin Ravallion, 2008. "Testing for an economic gradient in health status using subjective data," Health Economics, John Wiley & Sons, Ltd., vol. 17(11), pages 1237-1259.
    3. AndrewE. Clark & Claudia Senik, 2010. "Who Compares to Whom? The Anatomy of Income Comparisons in Europe," Economic Journal, Royal Economic Society, vol. 120(544), pages 573-594, May.
    4. Michael Lokshin & Nithin Umapathi & Stefano Paternostro, 2006. "Robustness of subjective welfare analysis in a poor developing country: Madagascar 2001," Journal of Development Studies, Taylor & Francis Journals, vol. 42(4), pages 559-591.
    5. Gero Carletto & Alberto Zezza, 2006. "Being poor, feeling poorer: Combining objective and subjective measures of welfare in Albania," Journal of Development Studies, Taylor & Francis Journals, vol. 42(5), pages 739-760.
    6. van de Stadt, Huib & Kapteyn, Arie & van de Geer, Sara, 1985. "The Relativity of Utility: Evidence from Panel Data," The Review of Economics and Statistics, MIT Press, vol. 67(2), pages 179-187, May.
    7. Betsey Stevenson & Justin Wolfers, 2008. "Economic Growth and Subjective Well-Being: Reassessing the Easterlin Paradox," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 39(1 (Spring), pages 1-102.
    8. Atkinson, A B, 1987. "On the Measurement of Poverty," Econometrica, Econometric Society, vol. 55(4), pages 749-764, July.
    9. Kingdon, Geeta Gandhi & Knight, John, 2007. "Community, comparisons and subjective well-being in a divided society," Journal of Economic Behavior & Organization, Elsevier, vol. 64(1), pages 69-90, September.
    10. Pollak, Robert A., 1991. "Welfare comparisons and situation comparisons," Journal of Econometrics, Elsevier, vol. 50(1-2), pages 31-48, October.
    11. Erzo F. P. Luttmer, 2005. "Neighbors as Negatives: Relative Earnings and Well-Being," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(3), pages 963-1002.
    12. Bruno S. Frey & Alois Stutzer, 2002. "What Can Economists Learn from Happiness Research?," Journal of Economic Literature, American Economic Association, vol. 40(2), pages 402-435, June.
    13. Geeta G. Kingdon & John Knight, 2003. "Well-being poverty versus income poverty and capabilities poverty?," CSAE Working Paper Series 2003-16, Centre for the Study of African Economies, University of Oxford.
    14. Arie Kapteyn & Peter Kooreman & Rob Willemse, 1988. "Some Methodological Issues in the Implementation of Subjective Poverty Definitions," Journal of Human Resources, University of Wisconsin Press, vol. 23(2), pages 222-242.
    15. Udaya Wagle, 2008. "Multidimensional Poverty Measurement," Economic Studies in Inequality, Social Exclusion, and Well-Being, Springer, number 978-0-387-75875-6, Fall.
    16. Theodossiou, I., 1998. "The effects of low-pay and unemployment on psychological well-being: A logistic regression approach," Journal of Health Economics, Elsevier, vol. 17(1), pages 85-104, January.
    17. Martin Ravallion & Shaohua Chen, 2011. "Weakly Relative Poverty," The Review of Economics and Statistics, MIT Press, vol. 93(4), pages 1251-1261, November.
    18. Kapteyn, Arie, 1994. "The Measurement of Household Cost Functions: Revealed Preference versus Subjective Measures," Journal of Population Economics, Springer;European Society for Population Economics, vol. 7(4), pages 333-350, November.
    19. James J. Heckman & Sergio Urzua & Edward Vytlacil, 2006. "Understanding Instrumental Variables in Models with Essential Heterogeneity," The Review of Economics and Statistics, MIT Press, vol. 88(3), pages 389-432, August.
    20. Browning, Martin, 1992. "Children and Household Economic Behavior," Journal of Economic Literature, American Economic Association, vol. 30(3), pages 1434-1475, September.
    21. Krueger, Alan B. & Schkade, David A., 2008. "The reliability of subjective well-being measures," Journal of Public Economics, Elsevier, vol. 92(8-9), pages 1833-1845, August.
    22. Ravallion, Martin & Lokshin, Michael, 2010. "Who cares about relative deprivation?," Journal of Economic Behavior & Organization, Elsevier, vol. 73(2), pages 171-185, February.
    23. Beegle, Kathleen & Himelein, Kristen & Ravallion, Martin, 2012. "Frame-of-reference bias in subjective welfare," Journal of Economic Behavior & Organization, Elsevier, vol. 81(2), pages 556-570.
    24. Gabriella Conti & Stephen Pudney, 2011. "Survey Design and the Analysis of Satisfaction," The Review of Economics and Statistics, MIT Press, vol. 93(3), pages 1087-1093, August.
    25. John A. Bishop & Feijun Luo & Xi Pan, 2006. "Economic Transition And Subjective Poverty In Urban China," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 52(4), pages 625-641, December.
    26. Knight, John & Gunatilaka, Ramani, 2012. "Income, aspirations and the Hedonic Treadmill in a poor society," Journal of Economic Behavior & Organization, Elsevier, vol. 82(1), pages 67-81.
    27. Danziger, Sheldon, et al, 1984. "The Direct Measurement of Welfare Levels: How Much Does It Cost to Make Ends Meet?," The Review of Economics and Statistics, MIT Press, vol. 66(3), pages 500-505, August.
    28. Andrew E. Clark & Paul Frijters & Michael A. Shields, 2008. "Relative Income, Happiness, and Utility: An Explanation for the Easterlin Paradox and Other Puzzles," Journal of Economic Literature, American Economic Association, vol. 46(1), pages 95-144, March.
    29. Senik, Claudia, 2004. "When information dominates comparison: Learning from Russian subjective panel data," Journal of Public Economics, Elsevier, vol. 88(9-10), pages 2099-2123, August.
    30. Nicolai Kristensen & Niels Westergaard-Nielsen, 2007. "Reliability of job satisfaction measures," Journal of Happiness Studies, Springer, vol. 8(2), pages 273-292, June.
    31. Mariano Rojas, 2007. "A Subjective Well-being Equivalence Scale for Mexico: Estimation and Poverty and Income-distribution Implications," Oxford Development Studies, Taylor & Francis Journals, vol. 35(3), pages 273-293.
    32. Kristensen, Nicolai & Johansson, Edvard, 2008. "New evidence on cross-country differences in job satisfaction using anchoring vignettes," Labour Economics, Elsevier, vol. 15(1), pages 96-117, February.
    33. King, Gary & Wand, Jonathan, 2007. "Comparing Incomparable Survey Responses: Evaluating and Selecting Anchoring Vignettes," Political Analysis, Cambridge University Press, vol. 15(1), pages 46-66, January.
    34. Sendhil Mullainathan & Marianne Bertrand, 2001. "Do People Mean What They Say? Implications for Subjective Survey Data," American Economic Review, American Economic Association, vol. 91(2), pages 67-72, May.
    35. Klaas de Vos & Thesia I. Garner, 1991. "An Evaluation Of Subjective Poverty Definitions: Comparing Results From The U.S. And The Netherlands," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 37(3), pages 267-285, September.
    36. Theo Goedhart & Victor Halberstadt & Arie Kapteyn & Bernard van Praag, 1977. "The Poverty Line: Concept and Measurement," Journal of Human Resources, University of Wisconsin Press, vol. 12(4), pages 503-520.
    37. Slesnick, Daniel T, 1993. "Gaining Ground: Poverty in the Postwar United States," Journal of Political Economy, University of Chicago Press, vol. 101(1), pages 1-38, February.
    38. Sabina Alkire, Maria Emma Santos, 2010. "Acute Multidimensional Poverty: A New Index for Developing Countries," OPHI Working Papers 38, Queen Elizabeth House, University of Oxford.
    39. Corazzini, Luca & Esposito, Lucio & Majorano, Francesca, 2011. "Exploring the absolutist vs relativist perception of poverty using a cross-country questionnaire survey," Journal of Economic Psychology, Elsevier, vol. 32(2), pages 273-283, March.
    40. C. Graham & S. Pettinato, 2002. "Frustrated Achievers: Winners, Losers and Subjective Well-Being in New Market Economies," Journal of Development Studies, Taylor & Francis Journals, vol. 38(4), pages 100-140.
    41. Heckman, James J., 2011. "Integrating Personality Psychology into Economics," IZA Discussion Papers 5950, Institute of Labor Economics (IZA).
    42. Ravallion, Martin, 1990. "Income Effects on Undernutrition," Economic Development and Cultural Change, University of Chicago Press, vol. 38(3), pages 489-515, April.
    43. Zheng, Buhong, 1997. "Aggregate Poverty Measures," Journal of Economic Surveys, Wiley Blackwell, vol. 11(2), pages 123-162, June.
    44. Lanjouw, Peter & Ravallion, Martin, 1995. "Poverty and Household Size," Economic Journal, Royal Economic Society, vol. 105(433), pages 1415-1434, November.
    45. John Knight & Ramani Gunatilaka, 2010. "The Rural-Urban Divide in China: Income but Not Happiness?," Journal of Development Studies, Taylor & Francis Journals, vol. 46(3), pages 506-534.
    46. Easterlin, Richard A., 1974. "Does Economic Growth Improve the Human Lot? Some Empirical Evidence," MPRA Paper 111773, University Library of Munich, Germany.
    47. Blackorby, Charles & Donaldson, David, 1987. "Welfare ratios and distributionally sensitive cost-benefit analysis," Journal of Public Economics, Elsevier, vol. 34(3), pages 265-290, December.
    48. de Vos, Klaas & Garner, Thesia I, 1991. "An Evaluation of Subjective Poverty Definitions: Comparing Results from the U.S. and the Netherlands," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 37(3), pages 267-285, September.
    49. Buhong Zheng, 1997. "Aggregate Poverty Measures," Journal of Economic Surveys, Wiley Blackwell, vol. 11(2), pages 123-162, June.
    50. Ravallion, Martin & Lokshin, Michael, 2000. "Who wants to redistribute?: The tunnel effect in 1990s Russia," Journal of Public Economics, Elsevier, vol. 76(1), pages 87-104, April.
    51. Javier Herrera & Mireille Razafindrakoto & François Roubaud, 2006. "The determinants of subjective poverty: A comparative analysis between Madagascar and Peru," Working Papers DT/2006/01, DIAL (Développement, Institutions et Mondialisation).
    52. Sen, Amartya, 1983. "Poor, Relatively Speaking," Oxford Economic Papers, Oxford University Press, vol. 35(2), pages 153-169, July.
    53. Geeta Gandhi Kingdon & John Knight, 2006. "Subjective well-being poverty vs. Income poverty and capabilities poverty?," Journal of Development Studies, Taylor & Francis Journals, vol. 42(7), pages 1199-1224.
    54. Björn Gustafsson & Li Shi & Hiroshi Sato, 2004. "Can a subjective poverty line be applied to China? Assessing poverty among urban residents in 1999," Journal of International Development, John Wiley & Sons, Ltd., vol. 16(8), pages 1089-1107.
    55. Blundell,R. W. & Preston,Ian & Walker,Ian (ed.), 1994. "The Measurement of Household Welfare," Cambridge Books, Cambridge University Press, number 9780521451956.
    56. Carolina Castilla, 2010. "Subjective Poverty and Reference-Dependence: Income over Time, Aspirations and Reference Groups," WIDER Working Paper Series wp-2010-076, World Institute for Development Economic Research (UNU-WIDER).
    57. J. Solnick, Sara & Hemenway, David, 1998. "Is more always better?: A survey on positional concerns," Journal of Economic Behavior & Organization, Elsevier, vol. 37(3), pages 373-383, November.
    58. Ada Ferrer-i-Carbonell & Bernard Van Praag, 2001. "Poverty in Russia," Journal of Happiness Studies, Springer, vol. 2(2), pages 147-172, June.
    59. Gerrit Mueller & Erik Plug, 2006. "Estimating the Effect of Personality on Male and Female Earnings," ILR Review, Cornell University, ILR School, vol. 60(1), pages 3-22, October.
    60. Michael Lokshin & Martin Ravallion, 2008. "Testing for an economic gradient in health status using subjective data," Health Economics, John Wiley & Sons, Ltd., vol. 17(11), pages 1237-1259, November.
    Full references (including those not matched with items on IDEAS)

    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. Ravallion, Martin & Himelein, Kristen & Beegle, Kathleen, 2013. "Can subjective questions on economic welfare be trusted ? evidence for three developing countries," Policy Research Working Paper Series 6726, The World Bank.
    2. Andrew E. Clark & Claudia Senik, 2010. "Will GDP growth increase happiness in developing countries?," PSE Working Papers halshs-00564985, HAL.
    3. Martin Ravallion & Kristen Himelein & Kathleen Beegle, 2016. "Can Subjective Questions on Economic Welfare Be Trusted?," Economic Development and Cultural Change, University of Chicago Press, vol. 64(4), pages 697-726.
    4. Ravallion, Martin & Lokshin, Michael, 2010. "Who cares about relative deprivation?," Journal of Economic Behavior & Organization, Elsevier, vol. 73(2), pages 171-185, February.
    5. Akay, Alpaslan & Bargain, Olivier & Zimmermann, Klaus F., 2012. "Relative concerns of rural-to-urban migrants in China," Journal of Economic Behavior & Organization, Elsevier, vol. 81(2), pages 421-441.
    6. Yamada, Katsunori & Sato, Masayuki, 2013. "Another avenue for anatomy of income comparisons: Evidence from hypothetical choice experiments," Journal of Economic Behavior & Organization, Elsevier, vol. 89(C), pages 35-57.
    7. Van Landeghem, Bert & Vandeplas, Anneleen, 2018. "The relationship between status and happiness: Evidence from the caste system in rural India," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 77(C), pages 62-71.
    8. Clark, Andrew E. & D'Ambrosio, Conchita, 2014. "Attitudes to Income Inequality: Experimental and Survey Evidence," IZA Discussion Papers 8136, Institute of Labor Economics (IZA).
    9. Jinan Zeidan, 2015. "Are Comparisons Luxuries? Subjective Poverty and Positional Concerns in Indonesia," AMSE Working Papers 1505, Aix-Marseille School of Economics, France.
    10. Martin Ravallion & Shaohua Chen, 2011. "Weakly Relative Poverty," The Review of Economics and Statistics, MIT Press, vol. 93(4), pages 1251-1261, November.
    11. Abel Brodeur & Sarah Flèche, 2019. "Neighbors' Income, Public Goods, and Well‐Being," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 65(2), pages 217-238, June.
    12. Akay, Alpaslan & Martinsson, Peter & Medhin, Haileselassie, 2012. "Does Positional Concern Matter in Poor Societies? Evidence from a Survey Experiment in Rural Ethiopia," World Development, Elsevier, vol. 40(2), pages 428-435.
    13. Corazzini, Luca & Esposito, Lucio & Majorano, Francesca, 2012. "Reign in hell or serve in heaven? A cross-country journey into the relative vs absolute perceptions of wellbeing," Journal of Economic Behavior & Organization, Elsevier, vol. 81(3), pages 715-730.
    14. Knight, John & Gunatilaka, Ramani, 2012. "Income, aspirations and the Hedonic Treadmill in a poor society," Journal of Economic Behavior & Organization, Elsevier, vol. 82(1), pages 67-81.
    15. Van Landeghem, Bert & Swinnen, Johan F.M. & Vranken, Liesbet, 2008. "Land and Happiness: Land Distribution and Subjective Well-Being in Moldova," 2008 International Congress, August 26-29, 2008, Ghent, Belgium 44375, European Association of Agricultural Economists.
    16. Dartanto, Teguh & Otsubo, Shigeru, 2013. "Measurements and Determinants of Multifaceted Poverty:Absolute, Relative, and Subjective Poverty in Indonesia," Working Papers 54, JICA Research Institute.
    17. Jinan Zeidan, 2015. "Are Comparisons Luxuries? Subjective Poverty and Positional Concerns in Indonesia," Working Papers halshs-01114396, HAL.
    18. Alpaslan Akay & Olivier Bargain & Klaus F. Zimmermann, 2017. "Home Sweet Home?: Macroeconomic Conditions in Home Countries and the Well-Being of Migrants," Journal of Human Resources, University of Wisconsin Press, vol. 52(2), pages 351-373.
    19. Hajdu, Tamás & Hajdu, Gábor, 2011. "A hasznosság és a relatív jövedelem kapcsolatának vizsgálata magyar adatok segítségével [Examining the relation of utility and relative income using Hungarian data]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(1), pages 56-73.
    20. Akay, Alpaslan & Bargain, Olivier B. & Giulietti, Corrado & Robalino, Juan D. & Zimmermann, Klaus F., 2016. "Remittances and relative concerns in rural China," China Economic Review, Elsevier, vol. 37(C), pages 191-207.

    More about this item

    Keywords

    Rural Poverty Reduction; Economic Theory&Research; Services&Transfers to Poor; Crime and Society;
    All these keywords.

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:wbk:wbrwps:5968. 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: Roula I. Yazigi (email available below). General contact details of provider: https://edirc.repec.org/data/dvewbus.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.