IDEAS home Printed from https://ideas.repec.org/a/eee/joepsy/v62y2017icp17-32.html
   My bibliography  Save this article

Searching for preference stability in a state dependent world

Author

Listed:
  • Dasgupta, Utteeyo
  • Gangadharan, Lata
  • Maitra, Pushkar
  • Mani, Subha

Abstract

We evaluate stability of preference using a randomized intervention that exogenously changes the income opportunity set of participants. We use a unique panel data, comprising of surveys and lab-in-the-field experiments conducted before and after the intervention, to examine whether our elicited measures of preferences (risk, competitiveness, and confidence) remain stable. We find that after accounting for the change in the income opportunity set, the elicited preferences indeed appear to be temporally stable under a state dependent framework. Consequently, even though we find across subject variation in preferences, the average measure of preferences remain temporally stable, providing support to a representative agent model of decision-making with temporally stable preferences.

Suggested Citation

  • Dasgupta, Utteeyo & Gangadharan, Lata & Maitra, Pushkar & Mani, Subha, 2017. "Searching for preference stability in a state dependent world," Journal of Economic Psychology, Elsevier, vol. 62(C), pages 17-32.
    • Handle: RePEc:eee:joepsy:v:62:y:2017:i:c:p:17-32
    DOI: 10.1016/j.joep.2017.05.001
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0167487016305840
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.joep.2017.05.001?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. Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), 2011. "Handbook of the Economics of Education," Handbook of the Economics of Education, Elsevier, edition 1, volume 4, number 4, June.
    2. Dasgupta, Utteeyo & Mani, Subha & Sharma, Smriti & Singhal, Saurabh, 2016. "Eliciting Risk Preferences: Firefighting in the Field," IZA Discussion Papers 9765, Institute of Labor Economics (IZA).
    3. Claudia R. Sahm, 2012. "How Much Does Risk Tolerance Change?," Quarterly Journal of Finance (QJF), World Scientific Publishing Co. Pte. Ltd., vol. 2(04), pages 1-38.
    4. Maitra, Pushkar & Mani, Subha, 2017. "Learning and earning: Evidence from a randomized evaluation in India," Labour Economics, Elsevier, vol. 45(C), pages 116-130.
    5. Booth, Alison & Nolen, Patrick, 2012. "Choosing to compete: How different are girls and boys?," Journal of Economic Behavior & Organization, Elsevier, vol. 81(2), pages 542-555.
    6. Ingvild Almås & Alexander W. Cappelen & Kjell G. Salvanes & Erik Ø. Sørensen & Bertil Tungodden, 2016. "Willingness to Compete: Family Matters," Management Science, INFORMS, vol. 62(8), pages 2149-2162, August.
    7. Becchetti, Leonardo & Castriota, Stefano & Conzo, Pierluigi, 2017. "Disaster, Aid, and Preferences: The Long-run Impact of the Tsunami on Giving in Sri Lanka," World Development, Elsevier, vol. 94(C), pages 157-173.
    8. Lex Borghans & Angela Lee Duckworth & James J. Heckman & Bas ter Weel, 2008. "The Economics and Psychology of Personality Traits," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    9. Carlsson, Fredrik & Johansson-Stenman, Olof & Nam, Pham Khanh, 2014. "Social preferences are stable over long periods of time," Journal of Public Economics, Elsevier, vol. 117(C), pages 104-114.
    10. Krupka, Erin L. & Stephens, Melvin, 2013. "The stability of measured time preferences," Journal of Economic Behavior & Organization, Elsevier, vol. 85(C), pages 11-19.
    11. Michael Daly & Liam Delaney & Colm P. Harmon, 2009. "Psychological and Biological Foundations of Time Preference," Journal of the European Economic Association, MIT Press, vol. 7(2-3), pages 659-669, 04-05.
    12. Matthias Benz & Stephan Meier, 2008. "Do people behave in experiments as in the field?—evidence from donations," Experimental Economics, Springer;Economic Science Association, vol. 11(3), pages 268-281, September.
    13. Duflo, Esther & Glennerster, Rachel & Kremer, Michael, 2008. "Using Randomization in Development Economics Research: A Toolkit," Handbook of Development Economics, in: T. Paul Schultz & John A. Strauss (ed.), Handbook of Development Economics, edition 1, volume 4, chapter 61, pages 3895-3962, Elsevier.
    14. Cobb-Clark, Deborah A. & Schurer, Stefanie, 2012. "The stability of big-five personality traits," Economics Letters, Elsevier, vol. 115(1), pages 11-15.
    15. Juan Camilo Cardenas & Jeffrey Carpenter, 2008. "Behavioural Development Economics: Lessons from Field Labs in the Developing World," Journal of Development Studies, Taylor & Francis Journals, vol. 44(3), pages 311-338.
    16. James J. Heckman & Jora Stixrud & Sergio Urzua, 2006. "The Effects of Cognitive and Noncognitive Abilities on Labor Market Outcomes and Social Behavior," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 411-482, July.
    17. Eckel, Catherine C. & El-Gamal, Mahmoud A. & Wilson, Rick K., 2009. "Risk loving after the storm: A Bayesian-Network study of Hurricane Katrina evacuees," Journal of Economic Behavior & Organization, Elsevier, vol. 69(2), pages 110-124, February.
    18. Markus K. Brunnermeier & Stefan Nagel, 2008. "Do Wealth Fluctuations Generate Time-Varying Risk Aversion? Micro-evidence on Individuals," American Economic Review, American Economic Association, vol. 98(3), pages 713-736, June.
    19. Stefan Zeisberger & Dennis Vrecko & Thomas Langer, 2012. "Measuring the time stability of Prospect Theory preferences," Theory and Decision, Springer, vol. 72(3), pages 359-386, March.
    20. Almlund, Mathilde & Duckworth, Angela Lee & Heckman, James & Kautz, Tim, 2011. "Personality Psychology and Economics," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 4, chapter 0, pages 1-181, Elsevier.
    21. Lukas Menkhoff & Sahra Sakha, 2016. "Determinants of Risk Aversion over Time: Experimental Evidence from Rural Thailand," Discussion Papers of DIW Berlin 1582, DIW Berlin, German Institute for Economic Research.
    22. Thomas Dohmen & Armin Falk & David Huffman & Uwe Sunde, 2012. "The Intergenerational Transmission of Risk and Trust Attitudes," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(2), pages 645-677.
    23. James Heckman & Rodrigo Pinto & Peter Savelyev, 2013. "Understanding the Mechanisms through Which an Influential Early Childhood Program Boosted Adult Outcomes," American Economic Review, American Economic Association, vol. 103(6), pages 2052-2086, October.
    24. Jeffrey A. Flory & Andreas Leibbrandt & John A. List, 2015. "Do Competitive Workplaces Deter Female Workers? A Large-Scale Natural Field Experiment on Job Entry Decisions," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(1), pages 122-155.
    25. Deborah A. Cobb‐Clark & Stefanie Schurer, 2013. "Two Economists' Musings on the Stability of Locus of Control," Economic Journal, Royal Economic Society, vol. 0, pages 358-400, August.
    26. Jeanette Brosig & Thomas Riechmann & Joachim Weimann, 2007. "Selfish in the end? An investigation of consistency and stability of individual behaviour," FEMM Working Papers 07005, Otto-von-Guericke University Magdeburg, Faculty of Economics and Management.
    27. Jordi Brandts & Gary Charness, 2000. "Hot vs. Cold: Sequential Responses and Preference Stability in Experimental Games," Experimental Economics, Springer;Economic Science Association, vol. 2(3), pages 227-238, March.
    28. Uri Gneezy & Jan Potters, 1997. "An Experiment on Risk Taking and Evaluation Periods," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(2), pages 631-645.
    29. Pierre‐André Chiappori & Monica Paiella, 2011. "Relative Risk Aversion Is Constant: Evidence From Panel Data," Journal of the European Economic Association, European Economic Association, vol. 9(6), pages 1021-1052, December.
    30. Maarten J. Voors & Eleonora E. M. Nillesen & Philip Verwimp & Erwin H. Bulte & Robert Lensink & Daan P. Van Soest, 2012. "Violent Conflict and Behavior: A Field Experiment in Burundi," American Economic Review, American Economic Association, vol. 102(2), pages 941-964, April.
    31. Volk, Stefan & Thöni, Christian & Ruigrok, Winfried, 2012. "Temporal stability and psychological foundations of cooperation preferences," Journal of Economic Behavior & Organization, Elsevier, vol. 81(2), pages 664-676.
    32. Ariely, Dan & Loewenstein, George & Prelec, Drazen, 2006. "Tom Sawyer and the construction of value," Journal of Economic Behavior & Organization, Elsevier, vol. 60(1), pages 1-10, May.
    33. Mark Dean & Anja Sautmann, 2014. "Credit Constraints and the Measurement of Time Preferences," Working Papers 2014-1, Brown University, Department of Economics.
    34. Chetan Dave & Catherine Eckel & Cathleen Johnson & Christian Rojas, 2010. "Eliciting risk preferences: When is simple better?," Journal of Risk and Uncertainty, Springer, vol. 41(3), pages 219-243, December.
    35. Stigler, George J & Becker, Gary S, 1977. "De Gustibus Non Est Disputandum," American Economic Review, American Economic Association, vol. 67(2), pages 76-90, March.
    36. Dan Lovallo & Colin Camerer, 1999. "Overconfidence and Excess Entry: An Experimental Approach," American Economic Review, American Economic Association, vol. 89(1), pages 306-318, March.
    37. Dasgupta, Utteeyo & Gangadharan, Lata & Maitra, Pushkar & Mani, Subha & Subramanian, Samyukta, 2015. "Choosing to be trained: Do behavioral traits matter?," Journal of Economic Behavior & Organization, Elsevier, vol. 110(C), pages 145-159.
    38. Stephan Meier & Charles D. Sprenger, 2015. "Temporal Stability of Time Preferences," The Review of Economics and Statistics, MIT Press, vol. 97(2), pages 273-286, May.
    39. Lisa Cameron & Manisha Shah, 2015. "Risk-Taking Behavior in the Wake of Natural Disasters," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 484-515.
    40. Katerina Straznicka, 2012. "Temporal stability of risk preference measures," Working Papers halshs-00768437, HAL.
    41. Lex Borghans & Bart H. H. Golsteyn & James J. Heckman & Huub Meijers, 2009. "Gender Differences in Risk Aversion and Ambiguity Aversion," Journal of the European Economic Association, MIT Press, vol. 7(2-3), pages 649-658, 04-05.
    42. Eva Wölbert & Arno Riedl, 2013. "Measuring Time and Risk Preferences: Realiability, Stability, Domain Specificity," CESifo Working Paper Series 4339, CESifo.
    43. Hirschman, Albert O., 1985. "Against Parsimony: Three Easy Ways of Complicating some Categories of Economic Discourse," Economics and Philosophy, Cambridge University Press, vol. 1(1), pages 7-21, April.
    44. Paolo Crosetto & Antonio Filippin, 2016. "A theoretical and experimental appraisal of four risk elicitation methods," Experimental Economics, Springer;Economic Science Association, vol. 19(3), pages 613-641, September.
    45. Deck, Cary & Lee, Jungmin & Reyes, Javier A. & Rosen, Christopher C., 2013. "A failed attempt to explain within subject variation in risk taking behavior using domain specific risk attitudes," Journal of Economic Behavior & Organization, Elsevier, vol. 87(C), pages 1-24.
    46. Angela C. M. de Oliveira & Catherine Eckel & Rachel T. A. Croson, 2012. "The Stability of Social Preferences in a Low-Income Neighborhood," Southern Economic Journal, John Wiley & Sons, vol. 79(1), pages 15-45, July.
    47. Heckman, James J., 2011. "Integrating Personality Psychology into Economics," IZA Discussion Papers 5950, Institute of Labor Economics (IZA).
    48. Katerina Straznicka, 2012. "Temporal stability of risk preference measures," Working Papers 1236, Groupe d'Analyse et de Théorie Economique Lyon St-Étienne (GATE Lyon St-Étienne), Université de Lyon.
    49. repec:bla:econom:v:54:y:1987:i:214:p:207-21 is not listed on IDEAS
    50. Pollak, Robert A., 1976. "Habit formation and long-run utility functions," Journal of Economic Theory, Elsevier, vol. 13(2), pages 272-297, October.
    51. Lönnqvist, Jan-Erik & Verkasalo, Markku & Walkowitz, Gari & Wichardt, Philipp C., 2015. "Measuring individual risk attitudes in the lab: Task or ask? An empirical comparison," Journal of Economic Behavior & Organization, Elsevier, vol. 119(C), pages 254-266.
    52. Samuel Bowles, 1998. "Endogenous Preferences: The Cultural Consequences of Markets and Other Economic Institutions," Journal of Economic Literature, American Economic Association, vol. 36(1), pages 75-111, March.
    53. Jeffrey A. Flory & Andreas Leibbrandt & John A. List, 2010. "Do Competitive Work Places Deter Female Workers? A Large-Scale Natural Field Experiment on Gender Differences in Job-Entry Decisions," NBER Working Papers 16546, National Bureau of Economic Research, Inc.
    54. Lex Borghans & Bart H.H. Golsteyn & James J. Heckman & Huub Meijers, 2009. "Gender Differences in Risk Aversion and Ambiguity," Working Papers 200903, Geary Institute, University College Dublin.
    55. Chuang, Yating & Schechter, Laura, 2015. "Stability of experimental and survey measures of risk, time, and social preferences: A review and some new results," Journal of Development Economics, Elsevier, vol. 117(C), pages 151-170.
    56. Jule Specht & Boris Egloff & Stefan C. Schmukle, 2011. "Stability and Change of Personality across the Life Course: The Impact of Age and Major Life Events on Mean-Level and Rank-Order Stability of the Big Five," SOEPpapers on Multidisciplinary Panel Data Research 377, DIW Berlin, The German Socio-Economic Panel (SOEP).
    57. Steffen Andersen & Glenn W. Harrison & Morten I. Lau & E. Elisabet Rutström, 2008. "Lost In State Space: Are Preferences Stable?," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 49(3), pages 1091-1112, August.
    58. John Knight & Sharada Weir & Tassew Woldehanna, 2003. "The role of education in facilitating risk-taking and innovation in agriculture," Journal of Development Studies, Taylor & Francis Journals, vol. 39(6), pages 1-22.
    59. Dasgupta, Utteeyo & Mani, Subha & Sharma, Smriti & Singhal, Saurabh, 2016. "Eliciting Risk Preferences: Firefighting in the Field," IZA Discussion Papers 9765, Institute of Labor Economics (IZA).
    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. Glenn W. Harrison & Morten I. Lau & Hong Il Yoo, 2020. "Risk Attitudes, Sample Selection, and Attrition in a Longitudinal Field Experiment," The Review of Economics and Statistics, MIT Press, vol. 102(3), pages 552-568, July.
    2. Nicolás Salamanca & Buly A. Cardak & Edwin Ip & Joe Vecci, 2023. "Time-stability of risk preferences: A new approach with evidence from developed and developing countries," Discussion Papers 2305, University of Exeter, Department of Economics.
    3. Mika Akesaka & Peter Eibich & Chie Hanaoka & Hitoshi Shigeoka, 2023. "Temporal Instability of Risk Preference among the Poor: Evidence from Payday Cycles," American Economic Journal: Applied Economics, American Economic Association, vol. 15(4), pages 68-99, October.
    4. Ostermair, Christoph, 2022. "An experimental investigation of the Allais paradox with subjective probabilities and correlated outcomes," Journal of Economic Psychology, Elsevier, vol. 93(C).
    5. Jason Delaney & Sarah Jacobson & Thorsten Moenig, 2020. "Preference discovery," Experimental Economics, Springer;Economic Science Association, vol. 23(3), pages 694-715, September.
    6. Pushkar Maitra & Ananta Neelim, 2021. "Behavioural characteristics, stability of preferences and entrepreneurial success," Chapters, in: Ananish Chaudhuri (ed.), A Research Agenda for Experimental Economics, chapter 5, pages 93-118, Edward Elgar Publishing.
    7. Utteeyo Dasgupta & Subha Mani & Smriti Sharma & Saurabh Singhal, 2022. "Effects of Peers and Rank on Cognition, Preferences, and Personality," The Review of Economics and Statistics, MIT Press, vol. 104(3), pages 587-601, May.
    8. Maggioni, Mario A. & Rossignoli, Domenico & Beretta, Simona & Balestri, Sara, 2018. "Trust behind bars: Measuring change in inmates’ prosocial preferences," Journal of Economic Psychology, Elsevier, vol. 64(C), pages 89-104.
    9. Clist, Paul & Hong, Ying-yi, 2023. "Do international students learn foreign preferences? The interplay of language, identity and assimilation," Journal of Economic Psychology, Elsevier, vol. 98(C).
    10. Aragón, Fernando M. & Molina, Oswaldo & Outes-León, Ingo W., 2020. "Property rights and risk aversion: Evidence from a titling program," World Development, Elsevier, vol. 134(C).
    11. Franco, Catalina & Mahadevan, Meera, 2021. "Behavioral dynamics in transitions from college to the workforce," Journal of Economic Behavior & Organization, Elsevier, vol. 188(C), pages 567-590.
    12. Anwesha Bandyopadhyay & Lutfunnahar Begum & Philip J. Grossman, 2021. "Gender differences in the stability of risk attitudes," Journal of Risk and Uncertainty, Springer, vol. 63(2), pages 169-201, October.

    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. Chuang, Yating & Schechter, Laura, 2015. "Stability of experimental and survey measures of risk, time, and social preferences: A review and some new results," Journal of Development Economics, Elsevier, vol. 117(C), pages 151-170.
    2. Dasgupta, Utteeyo & Gangadharan, Lata & Maitra, Pushkar & Mani, Subha, 2014. "De Gustibus Non Est Disputandum: An Experimental Investigation," MPRA Paper 58010, University Library of Munich, Germany.
    3. Preuss, Malte, 2021. "Intra-individual stability of two survey measures on forward-looking attitude," Journal of Economic Behavior & Organization, Elsevier, vol. 190(C), pages 201-227.
    4. Dietmar Fehr & Yannick Reichlin, 2021. "Status, Control Beliefs, and Risk-Taking," CESifo Working Paper Series 9253, CESifo.
    5. Jetter, Michael & Magnusson, Leandro M. & Roth, Sebastian, 2020. "Becoming sensitive: Males’ risk and time preferences after the 2008 financial crisis," European Economic Review, Elsevier, vol. 128(C).
    6. Utteeyo Dasgupta & Subha Mani & Smriti Sharma & Saurabh Singhal, 2017. "Cognitive, socioemotional, and behavioural returns to college quality," WIDER Working Paper Series wp-2017-94, World Institute for Development Economic Research (UNU-WIDER).
    7. Dasgupta, Utteeyo & Mani, Subha & Sharma, Smriti & Singhal, Saurabh, 2017. "Cognitive, Socioemotional and Behavioral Returns to College Quality," IZA Discussion Papers 10701, Institute of Labor Economics (IZA).
    8. Anwesha Bandyopadhyay & Lutfunnahar Begum & Philip J. Grossman, 2021. "Gender differences in the stability of risk attitudes," Journal of Risk and Uncertainty, Springer, vol. 63(2), pages 169-201, October.
    9. Andreas C. Drichoutis & Achilleas Vassilopoulos, 2021. "Intertemporal stability of survey‐based measures of risk and time preferences," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 30(3), pages 655-683, August.
    10. Sepahvand, Mohammad H & Shahbazian, Roujman & Bali Swain, Ranjula, 2018. "Does revolution change risk attitudes? Evidence from Burkina Faso," Working Paper Series 2019:2, Uppsala University, Department of Economics.
    11. Lukas Menkhoff & Sahra Sakha, 2016. "Determinants of Risk Aversion over Time: Experimental Evidence from Rural Thailand," Discussion Papers of DIW Berlin 1582, DIW Berlin, German Institute for Economic Research.
    12. Liebenehm, Sabine & Degener, Nele & Strobl, Eric, 2018. "Rainfall shocks and risk aversion: Evidence from Southeast Asia," TVSEP Working Papers wp-006, Leibniz Universitaet Hannover, Institute for Environmental Economics and World Trade, Project TVSEP.
    13. Freudenreich, Hanna & Musshoff, Oliver & Wiercinski, Ben, 2017. "The Relationship between Farmers' Shock Experiences and their Uncertainty Preferences - Experimental Evidence from Mexico," GlobalFood Discussion Papers 256212, Georg-August-Universitaet Goettingen, GlobalFood, Department of Agricultural Economics and Rural Development.
    14. Pushkar Maitra & Ananta Neelim, 2021. "Behavioural characteristics, stability of preferences and entrepreneurial success," Chapters, in: Ananish Chaudhuri (ed.), A Research Agenda for Experimental Economics, chapter 5, pages 93-118, Edward Elgar Publishing.
    15. Gensowski, Miriam & Gørtz, Mette & Schurer, Stefanie, 2021. "Inequality in personality over the life cycle," Journal of Economic Behavior & Organization, Elsevier, vol. 184(C), pages 46-77.
    16. Hetschko, Clemens & Preuss, Malte, 2020. "Income in jeopardy: How losing employment affects the willingness to take risks," Journal of Economic Psychology, Elsevier, vol. 79(C).
    17. Rice, Nigel & Robone, Silvana, 2022. "The effects of health shocks on risk preferences: Do personality traits matter?," Journal of Economic Behavior & Organization, Elsevier, vol. 204(C), pages 356-371.
    18. Drichoutis, Andreas C. & Vassilopoulos, Achilleas, 2016. "Intertemporal stability of survey-based measures of risk and time preferences over a three-year course," MPRA Paper 73548, University Library of Munich, Germany.
    19. Kettlewell, Nathan, 2019. "Risk preference dynamics around life events," Journal of Economic Behavior & Organization, Elsevier, vol. 162(C), pages 66-84.
    20. Jonathan P. Beauchamp & David Cesarini & Magnus Johannesson, 2017. "The psychometric and empirical properties of measures of risk preferences," Journal of Risk and Uncertainty, Springer, vol. 54(3), pages 203-237, June.

    More about this item

    Keywords

    Temporal stability of preferences; State contingent preferences; Lab-in-the field experiment;
    All these keywords.

    JEL classification:

    • C9 - Mathematical and Quantitative Methods - - Design of Experiments
    • D01 - Microeconomics - - General - - - Microeconomic Behavior: Underlying Principles
    • D03 - Microeconomics - - General - - - Behavioral Microeconomics: Underlying Principles

    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:eee:joepsy:v:62:y:2017:i:c:p:17-32. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/joep .

    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.