IDEAS home Printed from https://ideas.repec.org/p/not/notcdx/2016-13.html
   My bibliography  Save this paper

Preferences for truth-telling

Author

Listed:
  • Johannes Abeler

    (University of Oxford, IZA and CESifo)

  • Daniele Nosenzo

    (University of Nottingham, School of Economics)

  • Collin Raymond

    (Amherst College)

Abstract

Private information is at the heart of many economic activities. For decades, economists have assumed that individuals are willing to misreport private information if this maximizes their material payoff. We combine data from 72 experimental studies in economics, psychology and sociology, and show that, in fact, people lie surprisingly little. We then formalize a wide range of potential explanations for the observed behavior, identify testable predictions that can distinguish between the models and conduct new experiments to do so. None of the most popular explanations suggested in the literature can explain the data. We show that only combining a preference for being honest with a preference for being seen as honest can organize the empirical evidence.

Suggested Citation

  • Johannes Abeler & Daniele Nosenzo & Collin Raymond, 2016. "Preferences for truth-telling," Discussion Papers 2016-13, The Centre for Decision Research and Experimental Economics, School of Economics, University of Nottingham.
  • Handle: RePEc:not:notcdx:2016-13
    as

    Download full text from publisher

    File URL: https://www.nottingham.ac.uk/cedex/documents/papers/cedex-discussion-paper-2016-13.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Giovanna d’Adda & Donja Darai & Nicola Pavanini & Roberto A. Weber, 2017. "Do Leaders Affect Ethical Conduct?," Journal of the European Economic Association, European Economic Association, vol. 15(6), pages 1177-1213.
    2. Zhixin Dai & Fabio Galeotti & Marie Claire Villeval, 2018. "Cheating in the Lab Predicts Fraud in the Field: An Experiment in Public Transportation," Management Science, INFORMS, vol. 64(3), pages 1081-1100, March.
    3. Utikal, Verena & Fischbacher, Urs, 2013. "Disadvantageous lies in individual decisions," Journal of Economic Behavior & Organization, Elsevier, vol. 85(C), pages 108-111.
    4. Johannes Abeler & Armin Falk & Lorenz Goette & David Huffman, 2011. "Reference Points and Effort Provision," American Economic Review, American Economic Association, vol. 101(2), pages 470-492, April.
    5. Mariana Blanco & Juan Camilo Cárdenas, 2015. "Honesty after a labor relationship," Documentos de Trabajo 13883, Universidad del Rosario.
    6. Muehlheusser, Gerd & Roider, Andreas & Wallmeier, Niklas, 2015. "Gender differences in honesty: Groups versus individuals," Economics Letters, Elsevier, vol. 128(C), pages 25-29.
    7. Jean Tirole & Roland Bénabou, 2006. "Incentives and Prosocial Behavior," American Economic Review, American Economic Association, vol. 96(5), pages 1652-1678, December.
    8. Ben Greiner, 2015. "Subject pool recruitment procedures: organizing experiments with ORSEE," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 1(1), pages 114-125, July.
    9. Tore Ellingsen & Magnus Johannesson, 2004. "Promises, Threats and Fairness," Economic Journal, Royal Economic Society, vol. 114(495), pages 397-420, April.
    10. Potters, Jan & Stoop, Jan, 2016. "Do cheaters in the lab also cheat in the field?," European Economic Review, Elsevier, vol. 87(C), pages 26-33.
    11. Muñoz-Izquierdo, Nora & Gil-Gómez de Liaño, Beatriz & Rin-Sánchez, Francisco Daniel & Pascual-Ezama, David, 2014. "Economists: cheaters with altruistic instincts," MPRA Paper 60678, University Library of Munich, Germany.
    12. Houser, Daniel & List, John A. & Piovesan, Marco & Samek, Anya & Winter, Joachim, 2016. "Dishonesty: From parents to children," European Economic Review, Elsevier, vol. 82(C), pages 242-254.
    13. Matsushima, Hitoshi, 2008. "Role of honesty in full implementation," Journal of Economic Theory, Elsevier, vol. 139(1), pages 353-359, March.
    14. Pascual-Ezama, David & Fosgaard, Toke R. & Cardenas, Juan Camilo & Kujal, Praveen & Veszteg, Robert & Gil-Gómez de Liaño, Beatriz & Gunia, Brian & Weichselbaumer, Doris & Hilken, Katharina & Antinyan,, 2015. "Context-dependent cheating: Experimental evidence from 16 countries," Journal of Economic Behavior & Organization, Elsevier, vol. 116(C), pages 379-386.
    15. Botond Kőszegi & Matthew Rabin, 2006. "A Model of Reference-Dependent Preferences," The Quarterly Journal of Economics, Oxford University Press, vol. 121(4), pages 1133-1165.
    16. David Hugh-Jones, 2015. "Honesty and beliefs about honesty in 15 countries," University of East Anglia School of Economics Working Paper Series 2015-01, School of Economics, University of East Anglia, Norwich, UK..
    17. Conrads, Julian & Irlenbusch, Bernd & Rilke, Rainer Michael & Schielke, Anne & Walkowitz, Gari, 2014. "Honesty in tournaments," Economics Letters, Elsevier, vol. 123(1), pages 90-93.
    18. Rema Hanna & Shing-Yi Wang, 2013. "Dishonesty and Selection into Public Service," NBER Working Papers 19649, National Bureau of Economic Research, Inc.
    19. Erik Eyster & Matthew Rabin, 2005. "Cursed Equilibrium," Econometrica, Econometric Society, vol. 73(5), pages 1623-1672, September.
    20. Navin Kartik, 2009. "Strategic Communication with Lying Costs," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 76(4), pages 1359-1395.
    21. Andreas Diekmann & Wojtek Przepiorka & Heiko Rauhut, 2015. "Lifting the veil of ignorance: An experiment on the contagiousness of norm violations," Rationality and Society, , vol. 27(3), pages 309-333, August.
    22. Rajna Gibson & Carmen Tanner & Alexander F. Wagner, 2013. "Preferences for Truthfulness: Heterogeneity among and within Individuals," American Economic Review, American Economic Association, vol. 103(1), pages 532-548, February.
    23. Cadsby, C. Bram & Du, Ninghua & Song, Fei, 2016. "In-group favoritism and moral decision-making," Journal of Economic Behavior & Organization, Elsevier, vol. 128(C), pages 59-71.
    24. Battigalli, Pierpaolo & Dufwenberg, Martin, 2009. "Dynamic psychological games," Journal of Economic Theory, Elsevier, vol. 144(1), pages 1-35, January.
    25. Tore Ellingsen & Robert Östling, 2010. "When Does Communication Improve Coordination?," American Economic Review, American Economic Association, vol. 100(4), pages 1695-1724, September.
    26. Johnson, Noel D. & Mislin, Alexandra A., 2011. "Trust games: A meta-analysis," Journal of Economic Psychology, Elsevier, vol. 32(5), pages 865-889.
    27. Fosgaard, Toke Reinholt & Hansen, Lars Gaarn & Piovesan, Marco, 2013. "Separating Will from Grace: An experiment on conformity and awareness in cheating," Journal of Economic Behavior & Organization, Elsevier, vol. 93(C), pages 279-284.
    28. 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.
    29. Doru Cojoc & Adrian Stoian, 2014. "Dishonesty and charitable behavior," Experimental Economics, Springer;Economic Science Association, vol. 17(4), pages 717-732, December.
    30. Julian Conrads, 2014. "The Effect of Communication Channels on Lying," Cologne Graduate School Working Paper Series 05-06, Cologne Graduate School in Management, Economics and Social Sciences.
    31. Ernst Fehr & Klaus M. Schmidt, 1999. "A Theory of Fairness, Competition, and Cooperation," The Quarterly Journal of Economics, Oxford University Press, vol. 114(3), pages 817-868.
    32. Axel Ockenfels & Gary E. Bolton, 2000. "ERC: A Theory of Equity, Reciprocity, and Competition," American Economic Review, American Economic Association, vol. 90(1), pages 166-193, March.
    33. Salvatore Di Falco & Brice Magdalou & David Masclet & Marie-Claire Villeval & Marc Willnger, 2016. "Can transparency of information reduce embezzlement? Experimental Evidence from Tanzania," Working Papers 04-16, LAMETA, Universtiy of Montpellier.
    34. Alain Cohn & Michel André Maréchal & Thomas Noll, 2015. "Bad Boys: How Criminal Identity Salience Affects Rule Violation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(4), pages 1289-1308.
    35. Serra-Garcia, Marta & van Damme, Eric & Potters, Jan, 2011. "Hiding an inconvenient truth: Lies and vagueness," Games and Economic Behavior, Elsevier, vol. 73(1), pages 244-261, September.
    36. Toke Reinholt Fosgaard, 2013. "Asymmetric default bias in dishonesty – how defaults work but only when in one’s favor," IFRO Working Paper 2013/8, University of Copenhagen, Department of Food and Resource Economics.
    37. Vincent P. Crawford & Miguel A. Costa-Gomes & Nagore Iriberri, 2013. "Structural Models of Nonequilibrium Strategic Thinking: Theory, Evidence, and Applications," Journal of Economic Literature, American Economic Association, vol. 51(1), pages 5-62, March.
    38. Gill, David & Prowse, Victoria & Vlassopoulos, Michael, 2013. "Cheating in the workplace: An experimental study of the impact of bonuses and productivity," Journal of Economic Behavior & Organization, Elsevier, vol. 96(C), pages 120-134.
    39. Bucciol, Alessandro & Piovesan, Marco, 2011. "Luck or cheating? A field experiment on honesty with children," Journal of Economic Psychology, Elsevier, vol. 32(1), pages 73-78, February.
    40. Urs Fischbacher, 2007. "z-Tree: Zurich toolbox for ready-made economic experiments," Experimental Economics, Springer;Economic Science Association, vol. 10(2), pages 171-178, June.
    41. Johannes Abeler & Daniele Nosenzo & Collin Raymond, 2019. "Preferences for Truth‐Telling," Econometrica, Econometric Society, vol. 87(4), pages 1115-1153, July.
    42. Jacobsen, Catrine & Piovesan, Marco, 2016. "Tax me if you can: An artifactual field experiment on dishonesty," Journal of Economic Behavior & Organization, Elsevier, vol. 124(C), pages 7-14.
    43. Grossman, Zachary, 2015. "Self-signaling and social-signaling in giving," Journal of Economic Behavior & Organization, Elsevier, vol. 117(C), pages 26-39.
    44. Christoph Engel, 2011. "Dictator games: a meta study," Experimental Economics, Springer;Economic Science Association, vol. 14(4), pages 583-610, November.
    45. Julie Chytilova & Vaclav Korbel, 2014. "Individual and Group Cheating Behavior: A Field Experiment with Adolescents," Working Papers IES 2014/06, Charles University Prague, Faculty of Social Sciences, Institute of Economic Studies, revised Mar 2014.
    46. Jiang, Ting, 2013. "Cheating in mind games: The subtlety of rules matters," Journal of Economic Behavior & Organization, Elsevier, vol. 93(C), pages 328-336.
    47. Kiryl Khalmetski & Dirk Sliwka, 2019. "Disguising Lies—Image Concerns and Partial Lying in Cheating Games," American Economic Journal: Microeconomics, American Economic Association, vol. 11(4), pages 79-110, November.
    48. Weibull, Jörgen & Villa, Edgar, 2005. "Crime, punishment and social norms," SSE/EFI Working Paper Series in Economics and Finance 610, Stockholm School of Economics.
    49. James Andreoni & B. Douglas Bernheim, 2009. "Social Image and the 50-50 Norm: A Theoretical and Experimental Analysis of Audience Effects," Econometrica, Econometric Society, vol. 77(5), pages 1607-1636, September.
    50. Botond Koszegi & Matthew Rabin, 2007. "Reference-Dependent Risk Attitudes," American Economic Review, American Economic Association, vol. 97(4), pages 1047-1073, September.
    51. Matthias Wibral & Thomas Dohmen & Dietrich Klingmüller & Bernd Weber & Armin Falk, 2012. "Testosterone Administration Reduces Lying in Men," PLOS ONE, Public Library of Science, vol. 7(10), pages 1-5, October.
    52. repec:oup:restud:v:84:y::i:1:p:143-181. is not listed on IDEAS
    53. David K. Levine, 1998. "Modeling Altruism and Spitefulness in Experiment," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 1(3), pages 593-622, July.
    54. Drupp, Moritz A. & Khadjavi, Menusch & Quaas, Martin F., 2016. "Truth-telling and the regulator: Evidence from a field experiment with commercial fishermen," Kiel Working Papers 2063, Kiel Institute for the World Economy (IfW Kiel).
    55. Pierpaolo Battigalli & Martin Dufwenberg, 2007. "Guilt in Games," American Economic Review, American Economic Association, vol. 97(2), pages 170-176, May.
    56. Meub, Lukas & Proeger, Till & Schneider, Tim & Bizer, Kilian, 2015. "The victim matters: Experimental evidence on lying, moral costs and moral cleansing," University of Göttingen Working Papers in Economics 233, University of Goettingen, Department of Economics.
    57. Ploner, Matteo & Regner, Tobias, 2013. "Self-image and moral balancing: An experimental analysis," Journal of Economic Behavior & Organization, Elsevier, vol. 93(C), pages 374-383.
    58. Joseph Tao-yi Wang & Michael Spezio & Colin F. Camerer, 2010. "Pinocchio's Pupil: Using Eyetracking and Pupil Dilation to Understand Truth Telling and Deception in Sender-Receiver Games," American Economic Review, American Economic Association, vol. 100(3), pages 984-1007, June.
    59. Shalvi, Shaul & Dana, Jason & Handgraaf, Michel J.J. & De Dreu, Carsten K.W., 2011. "Justified ethicality: Observing desired counterfactuals modifies ethical perceptions and behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 115(2), pages 181-190, July.
    60. Hessel Oosterbeek & Randolph Sloof & Gijs van de Kuilen, 2004. "Cultural Differences in Ultimatum Game Experiments: Evidence from a Meta-Analysis," Experimental Economics, Springer;Economic Science Association, vol. 7(2), pages 171-188, June.
    61. Charness, Gary & Dufwenberg, Martin, 2003. "Promises & Partnership," Research Papers in Economics 2003:3, Stockholm University, Department of Economics.
    62. Shalvi, Shaul & Leiser, David, 2013. "Moral firmness," Journal of Economic Behavior & Organization, Elsevier, vol. 93(C), pages 400-407.
    63. Conrads, Julian & Lotz, Sebastian, 2015. "The effect of communication channels on dishonest behavior," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 58(C), pages 88-93.
    64. Uri Gneezy, 2005. "Deception: The Role of Consequences," American Economic Review, American Economic Association, vol. 95(1), pages 384-394, March.
    65. Stefano Demichelis & Jorgen W. Weibull, 2008. "Language, Meaning, and Games: A Model of Communication, Coordination, and Evolution," American Economic Review, American Economic Association, vol. 98(4), pages 1292-1311, September.
    66. Ruffle, Bradley & Tobol, Yossef, 2013. "Honest on Mondays: Honesty and the Temporal Distance between Decisions and Payoffs," IZA Discussion Papers 7312, Institute of Labor Economics (IZA).
    67. Nicole Ruedy & Maurice Schweitzer, 2010. "In the Moment: The Effect of Mindfulness on Ethical Decision Making," Journal of Business Ethics, Springer, vol. 95(1), pages 73-87, September.
    68. Gary Charness & Martin Dufwenberg, 2006. "Promises and Partnership," Econometrica, Econometric Society, vol. 74(6), pages 1579-1601, November.
    69. Heiko Rauhut, 2013. "Beliefs about Lying and Spreading of Dishonesty: Undetected Lies and Their Constructive and Destructive Social Dynamics in Dice Experiments," PLOS ONE, Public Library of Science, vol. 8(11), pages 1-8, November.
    70. repec:cup:judgdm:v:9:y:2014:i:1:p:58-64 is not listed on IDEAS
    71. Akerlof, George A, 1983. "Loyalty Filters," American Economic Review, American Economic Association, vol. 73(1), pages 54-63, March.
    72. Ruffle, Bradley J. & Tobol, Yossef, 2014. "Honest on Mondays: Honesty and the temporal separation between decisions and payoffs," European Economic Review, Elsevier, vol. 65(C), pages 126-135.
    73. Ma, Ching-to Albert & McGuire, Thomas G, 1997. "Optimal Health Insurance and Provider Payment," American Economic Review, American Economic Association, vol. 87(4), pages 685-704, September.
    74. Conrads, Julian & Irlenbusch, Bernd & Rilke, Rainer Michael & Walkowitz, Gari, 2013. "Lying and team incentives," Journal of Economic Psychology, Elsevier, vol. 34(C), pages 1-7.
    75. Stahl, Dale II & Wilson, Paul W., 1994. "Experimental evidence on players' models of other players," Journal of Economic Behavior & Organization, Elsevier, vol. 25(3), pages 309-327, December.
    76. Stefano Dellavigna & John A. List & Ulrike Malmendier & Gautam Rao, 2017. "Voting to Tell Others," Review of Economic Studies, Oxford University Press, vol. 84(1), pages 143-181.
    77. Allingham, Michael G. & Sandmo, Agnar, 1972. "Income tax evasion: a theoretical analysis," Journal of Public Economics, Elsevier, vol. 1(3-4), pages 323-338, November.
    78. Hao, Li & Houser, Daniel, 2017. "Perceptions, intentions, and cheating," Journal of Economic Behavior & Organization, Elsevier, vol. 133(C), pages 52-73.
    79. Abeler, Johannes & Becker, Anke & Falk, Armin, 2014. "Representative evidence on lying costs," Journal of Public Economics, Elsevier, vol. 113(C), pages 96-104.
    80. Gneezy, Uri & Rockenbach, Bettina & Serra-Garcia, Marta, 2013. "Measuring lying aversion," Journal of Economic Behavior & Organization, Elsevier, vol. 93(C), pages 293-300.
    81. Crawford, Vincent P & Sobel, Joel, 1982. "Strategic Information Transmission," Econometrica, Econometric Society, vol. 50(6), pages 1431-1451, November.
    82. Ariely, Dan & Garcia-Rada, Ximena & Hornuf, Lars & Mann, Heather, 2014. "The (True) Legacy of Two Really Existing Economic Systems," Discussion Papers in Economics 20974, University of Munich, Department of Economics.
    83. Clot, Sophie & Grolleau, Gilles & Ibanez, Lisette, 2014. "Smug Alert! Exploring self-licensing behavior in a cheating game," Economics Letters, Elsevier, vol. 123(2), pages 191-194.
    84. Kartik, Navin & Ottaviani, Marco & Squintani, Francesco, 2007. "Credulity, lies, and costly talk," Journal of Economic Theory, Elsevier, vol. 134(1), pages 93-116, May.
    85. Sebastian Barfort & Nikolaj Harmon & Frederik Hjorth & Asmus Leth Olsen, 2015. "Dishonesty and Selection into Public Service in Denmark: Who Runs the World’s Least Corrupt Public Sector?," Discussion Papers 15-12, University of Copenhagen. Department of Economics.
    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. Garbarino, Ellen & Slonim, Robert & Villeval, Marie Claire, 2019. "Loss aversion and lying behavior," Journal of Economic Behavior & Organization, Elsevier, vol. 158(C), pages 379-393.
    2. Ellen Garbarino & Robert Slonim & Marie Claire Villeval, 2019. "Loss aversion and lying behavior," Post-Print halshs-01981542, HAL.
    3. Ellen Garbarino & Robert Slonim & Marie Claire Villeval, 2016. "Loss Aversion and lying behavior: Theory, estimation and empirical evidence," Working Papers halshs-01404333, HAL.
    4. Marie Claire Villeval, 2019. "Comportements (non) éthiques et stratégies morales," Revue économique, Presses de Sciences-Po, vol. 70(6), pages 1021-1046.
    5. Sanjit Dhami, 2017. "Human Ethics and Virtues: Rethinking the Homo-Economicus Model," CESifo Working Paper Series 6836, CESifo.
    6. Dufwenberg, Martin & Dufwenberg, Martin A., 2018. "Lies in disguise – A theoretical analysis of cheating," Journal of Economic Theory, Elsevier, vol. 175(C), pages 248-264.
    7. Catrine Jacobsen & Toke Reinholt Fosgaard & David Pascual†Ezama, 2018. "Why Do We Lie? A Practical Guide To The Dishonesty Literature," Journal of Economic Surveys, Wiley Blackwell, vol. 32(2), pages 357-387, April.
    8. Zhixin Dai & Fabio Galeotti & Marie Claire Villeval, 2018. "Cheating in the Lab Predicts Fraud in the Field: An Experiment in Public Transportation," Management Science, INFORMS, vol. 64(3), pages 1081-1100, March.
    9. Bernd Irlenbusch & Marie Claire Villeval, 2015. "Behavioral ethics: how psychology influenced economics and how economics might inform psychology?," Post-Print halshs-01159696, HAL.
    10. Gary Charness & Celia Blanco-Jimenez & Lara Ezquerra & Ismael Rodriguez-Lara, 2019. "Cheating, incentives, and money manipulation," Experimental Economics, Springer;Economic Science Association, vol. 22(1), pages 155-177, March.
    11. Grosch, Kerstin & Rau, Holger A., 2017. "Gender differences in honesty: The role of social value orientation," Journal of Economic Psychology, Elsevier, vol. 62(C), pages 258-267.
    12. Khalmetski, Kiryl & Rockenbach, Bettina & Werner, Peter, 2017. "Evasive lying in strategic communication," Journal of Public Economics, Elsevier, vol. 156(C), pages 59-72.
    13. Lohse, Tim & Qari, Salmai, 2021. "Gender differences in face-to-face deceptive behavior," Journal of Economic Behavior & Organization, Elsevier, vol. 187(C), pages 1-15.
    14. Lafky, Jonathan & Lai, Ernest K. & Lim, Wooyoung, 2022. "Preferences vs. strategic thinking: An investigation of the causes of overcommunication," Games and Economic Behavior, Elsevier, vol. 136(C), pages 92-116.
    15. Abeler, Johannes & Becker, Anke & Falk, Armin, 2014. "Representative evidence on lying costs," Journal of Public Economics, Elsevier, vol. 113(C), pages 96-104.
    16. Alain Cohn & Tobias Gesche & Michel André Maréchal, 2022. "Honesty in the Digital Age," Management Science, INFORMS, vol. 68(2), pages 827-845, February.
    17. Dato, Simon & Feess, Eberhard & Nieken, Petra, 2019. "Lying and reciprocity," Games and Economic Behavior, Elsevier, vol. 118(C), pages 193-218.
    18. Peeters, Ronald & Vorsatz, Marc & Walzl, Markus, 2015. "Beliefs and truth-telling: A laboratory experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 113(C), pages 1-12.
    19. Barron, Kai & Nurminen, Tuomas, 2018. "Nudging cooperation," Discussion Papers, Research Unit: Economics of Change SP II 2018-305, WZB Berlin Social Science Center.
    20. Drupp, Moritz A. & Khadjavi, Menusch & Quaas, Martin F., 2016. "Truth-telling and the regulator: Evidence from a field experiment with commercial fishermen," Kiel Working Papers 2063, Kiel Institute for the World Economy (IfW Kiel).

    More about this item

    Keywords

    private information; honesty; truth-telling; lying; meta study;
    All these keywords.

    JEL classification:

    • D03 - Microeconomics - - General - - - Behavioral Microeconomics: Underlying Principles
    • D82 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Asymmetric and Private Information; Mechanism Design
    • H26 - Public Economics - - Taxation, Subsidies, and Revenue - - - Tax Evasion and Avoidance
    • I13 - Health, Education, and Welfare - - Health - - - Health Insurance, Public and Private
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials

    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:not:notcdx:2016-13. 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: Jose V Guinot Saporta (email available below). General contact details of provider: https://edirc.repec.org/data/cdnotuk.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.