The Sound of Others: Surprising Evidence of Conformist Behavior
Author
Abstract
Suggested Citation
Download full text from publisher
Other versions of this item:
- Paolo Crosetto & Antonio Filippin, 2017. "The Sound of Others: Surprising Evidence of Conformist Behavior," Southern Economic Journal, John Wiley & Sons, vol. 83(4), pages 1038-1051, April.
- Paolo Crosetto & Antonio Filippin, 2017. "The sound of others: surprising evidence of conformist behavior," Post-Print halshs-01547110, HAL.
- Crosetto, P. & Filippin, A., 2015. "The sound of others: suprising evidence of conformist behavior," Working Papers 2015-07, Grenoble Applied Economics Laboratory (GAEL).
References listed on IDEAS
- Filippin, Antonio & Crosetto, Paolo, 2014.
"A Reconsideration of Gender Differences in Risk Attitudes,"
IZA Discussion Papers
8184, Institute of Labor Economics (IZA).
- Antonio Filippin & Paolo Crosetto, 2014. "A reconsideration of gender differences in risk attitudes," Post-Print hal-01997771, HAL.
- Filippin, A. & Crosetto, P., 2014. "A reconsideration of gender differences in risk attitudes," Working Papers 2014-01, Grenoble Applied Economics Laboratory (GAEL).
- Antonio Filippin & Paolo Crosetto, 2016. "A Reconsideration of Gender Differences in Risk Attitudes," Post-Print hal-01356905, HAL.
- Antonio FILIPPIN & Paolo CROSETTO, 2014. "A Reconsideration of Gender Differences in Risk Attitudes," Departmental Working Papers 2014-01, Department of Economics, Management and Quantitative Methods at Università degli Studi di Milano.
- Robert S. Shupp & Arlington W. Williams, 2008.
"Risk preference differentials of small groups and individuals,"
Economic Journal, Royal Economic Society, vol. 118(525), pages 258-283, January.
- RobertS. Shupp & ArlingtonW. Williams, 2008. "Risk preference differentials of small groups and individuals," Economic Journal, Royal Economic Society, vol. 118(525), pages 258-283, January.
- Robert S. Shupp & Arlington Williams, 2003. "Risk Preference Differentials of Small Groups and Individuals," Working Papers 200301, Ball State University, Department of Economics, revised Apr 2006.
- Robert S. Shupp & Arlington W. Williams, 2006. "Risk Preference Differentials of Small Groups and Individuals," CAEPR Working Papers 2006-006, Center for Applied Economics and Policy Research, Department of Economics, Indiana University Bloomington.
- Bicchieri, Cristina & Erte, Xiao, 2007. "Do the right thing: But only if others do so," MPRA Paper 4609, University Library of Munich, Germany.
- Paolo Crosetto & Antonio Filippin, 2013.
"The “bomb” risk elicitation task,"
Journal of Risk and Uncertainty, Springer, vol. 47(1), pages 31-65, August.
- Paolo Crosetto & Antonio Filippin, 2012. "The "Bomb" Risk Elicitation Task," Jena Economics Research Papers 2012-035, Friedrich-Schiller-University Jena.
- Crosetto, Paolo & Filippin, Antonio, 2012. "The "Bomb" Risk Elicitation Task," IZA Discussion Papers 6710, Institute of Labor Economics (IZA).
- Paolo Crosetto & Antonio Filippin, 2012. "The "Bomb" Risk Elicitation Task," SOEPpapers on Multidisciplinary Panel Data Research 517, DIW Berlin, The German Socio-Economic Panel (SOEP).
- Antonio Filippin & Paolo Crosetto, 2016.
"Click‘n’Roll: No Evidence of Illusion of Control,"
De Economist, Springer, vol. 164(3), pages 281-295, September.
- Filippin, A. & Crosetto, P., 2015. "Click'n'Roll: No evidence of illusion of control," Working Papers 2015-06, Grenoble Applied Economics Laboratory (GAEL).
- Filippin, Antonio & Crosetto, Paolo, 2015. "Click'n'Roll: No Evidence of Illusion of Control," IZA Discussion Papers 9030, Institute of Labor Economics (IZA).
- Thomas Dohmen & Armin Falk & David Huffman & Uwe Sunde & Jürgen Schupp & Gert G. Wagner, 2011.
"Individual Risk Attitudes: Measurement, Determinants, And Behavioral Consequences,"
Journal of the European Economic Association, European Economic Association, vol. 9(3), pages 522-550, June.
- Dohmen, T.J. & Falk, A. & Huffman, D. & Sunde, U. & Schupp, J. & Wagner, G.G., 2009. "Individual risk attitudes: measurement, determinants and behavioral consequences," Research Memorandum 039, Maastricht University, Maastricht Research School of Economics of Technology and Organization (METEOR).
- Dohmen, T.J. & Falk, A. & Huffman, D. & Sunde, U. & Schupp, J., 2009. "Individual risk attitudes: measurement, determinants and behavioral consequences," ROA Research Memorandum 006, Maastricht University, Research Centre for Education and the Labour Market (ROA).
- Dohmen, Thomas J. & Falk, Armin & Huffman, David & Sunde, Uwe & Schupp, Jürgen & Wagner, Gert G., 2009. "Individual risk attitudes: Measurement, determinants and behavioral consequences," Munich Reprints in Economics 20049, University of Munich, Department of Economics.
- Dohmen, Thomas J. & Falk, Armin & Huffman, David & Sunde, Uwe & Schupp, Jürgen & Wagner, Gert G., 2011. "Individual risk attitudes: Measurement, determinants, and behavioral consequences," Munich Reprints in Economics 20048, University of Munich, Department of Economics.
- Angela A. Hung & Charles R. Plott, 2001.
"Information Cascades: Replication and an Extension to Majority Rule and Conformity-Rewarding Institutions,"
American Economic Review, American Economic Association, vol. 91(5), pages 1508-1520, December.
- Plott, Charles & Hung, Angela, 1998. "Information Cascades: Replication and an Extension to Majority Rule and Conformity Rewarding Institutions," Working Papers 1051, California Institute of Technology, Division of the Humanities and Social Sciences.
- Gary Charness & Uri Gneezy, 2010.
"Portfolio Choice And Risk Attitudes: An Experiment,"
Economic Inquiry, Western Economic Association International, vol. 48(1), pages 133-146, January.
- Charness, Gary & Gneezy, Uri, 2003. "Portfolio Choice and Risk Attitudes: An Experiment," University of California at Santa Barbara, Economics Working Paper Series qt7vz7w609, Department of Economics, UC Santa Barbara.
- 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.
- Toke Fosgaard & Lars Gaarn Hansen & Marco Piovesan, 2012. "Separating Will from Grace: An Experiment on Conformity and Awareness in Cheating," IFRO Working Paper 2012/15, University of Copenhagen, Department of Food and Resource Economics.
- Maria Bigoni & Marco Casari & Andrzej Skrzypacz & Giancarlo Spagnolo, 2015.
"Time Horizon and Cooperation in Continuous Time,"
Econometrica, Econometric Society, vol. 83, pages 587-616, March.
- M. Bigoni & M. Casari & A. Skrzypacz & G. Spagnolo, 2011. "Time Horizon and Cooperation in Continuous Time," Working Papers wp796, Dipartimento Scienze Economiche, Universita' di Bologna.
- Bigoni, Maria & Casari, Marco & Skrzypacz, Andrzej & Spagnolo, Giancarlo, 2013. "Time Horizon and Cooperation in Continuous Time," Research Papers 2088r, Stanford University, Graduate School of Business.
- Bigoni, Maria & Casari, Marco & Skrzypacz, Andrzej & Spagnolo, Giancarlo, 2011. "Time Horizon and Cooperation in Continuous Time," Research Papers 2088, Stanford University, Graduate School of Business.
- Maria Bigoni & Marco Casari & Andrzej Skrzypacz & Giancarlo Spagnolo, 2011. "Time Horizon and Cooperation in Continuous Time," EIEF Working Papers Series 1116, Einaudi Institute for Economics and Finance (EIEF), revised Jan 2013.
- Ernst Fehr & Klaus M. Schmidt, 1999.
"A Theory of Fairness, Competition, and Cooperation,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(3), pages 817-868.
- Fehr, Ernst & Schmidt, Klaus M., . "A theory of fairness, competition, and cooperation," Chapters in Economics,, University of Munich, Department of Economics.
- Ernst Fehr & Klaus M. Schmidt, "undated". "A Theory of Fairness, Competition and Cooperation," IEW - Working Papers 004, Institute for Empirical Research in Economics - University of Zurich.
- Fehr, Ernst & Schmidt, Klaus M., 1999. "A theory of fairness, competition, and cooperation," Munich Reprints in Economics 20650, University of Munich, Department of Economics.
- Fehr, Ernst & Schmidt, Klaus M., 1998. "A Theory of Fairness, Competition and Cooperation," CEPR Discussion Papers 1812, C.E.P.R. Discussion Papers.
- Bikhchandani, Sushil & Hirshleifer, David & Welch, Ivo, 1992.
"A Theory of Fads, Fashion, Custom, and Cultural Change in Informational Cascades,"
Journal of Political Economy, University of Chicago Press, vol. 100(5), pages 992-1026, October.
- Sushil Bikhchandani & David Hirshleifer & Ivo Welch, 2010. "A theory of Fads, Fashion, Custom and cultural change as informational Cascades," Levine's Working Paper Archive 1193, David K. Levine.
- Bernheim, B Douglas, 1994. "A Theory of Conformity," Journal of Political Economy, University of Chicago Press, vol. 102(5), pages 841-877, October.
- Anderson, Lisa R & Holt, Charles A, 1997. "Information Cascades in the Laboratory," American Economic Review, American Economic Association, vol. 87(5), pages 847-862, December.
- Corazzini, Luca & Greiner, Ben, 2007.
"Herding, social preferences and (non-)conformity,"
Economics Letters, Elsevier, vol. 97(1), pages 74-80, October.
- Luca Corazzini & Ben Greiner, 2005. "Herding, Social Preferences and (Non-) Conformity," Working Paper Series in Economics 21, University of Cologne, Department of Economics, revised 24 Jan 2007.
- Anthony Ziegelmeyer & Frédéric Koessler & Juergen Bracht & Eyal Winter, 2010.
"Fragility of information cascades: an experimental study using elicited beliefs,"
Experimental Economics, Springer;Economic Science Association, vol. 13(2), pages 121-145, June.
- Frederic Koessler & Anthony Ziegelmeyer & Juergen Bracht & Eyal Winter, 2008. "Fragility of Information Cascades: An Experimental Study using Elicited Beliefs," Jena Economics Research Papers 2008-094, Friedrich-Schiller-University Jena.
- Anthony Ziegelmeyer & Frédéric Koessler & Juergen Bracht & Eyal Winter, 2010. "Fragility of Information Cascades: An Experimental Study Using Elicited Beliefs," Post-Print halshs-00754435, HAL.
- Anthony Ziegelmeyer & Frédéric Koessler & Juergen Bracht & Eyal Winter, 2010. "Fragility of Information Cascades: An Experimental Study Using Elicited Beliefs," PSE-Ecole d'économie de Paris (Postprint) halshs-00754435, HAL.
- Jacob K. Goeree & Leeat Yariv, 2015. "Conformity in the lab," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 1(1), pages 15-28, July.
- Bardsley, Nicholas & Sausgruber, Rupert, 2005. "Conformity and reciprocity in public good provision," Journal of Economic Psychology, Elsevier, vol. 26(5), pages 664-681, October.
- Paolo Crosetto & Antonio Filippin, 2017. "The Sound of Others: Surprising Evidence of Conformist Behavior," Post-Print hal-01607409, HAL.
- Gert G. Wagner & Joachim R. Frick & Jürgen Schupp, 2007.
"The German Socio-Economic Panel Study (SOEP) – Scope, Evolution and Enhancements,"
Schmollers Jahrbuch : Journal of Applied Social Science Studies / Zeitschrift für Wirtschafts- und Sozialwissenschaften, Duncker & Humblot, Berlin, vol. 127(1), pages 139-169.
- Gert G. Wagner & Joachim R. Frick & Jürgen Schupp, 2007. "The German Socio-Economic Panel Study (SOEP): Scope, Evolution and Enhancements," SOEPpapers on Multidisciplinary Panel Data Research 1, DIW Berlin, The German Socio-Economic Panel (SOEP).
- Rachel Croson & Uri Gneezy, 2009. "Gender Differences in Preferences," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 448-474, June.
- Charness, Gary & Gneezy, Uri, 2012. "Strong Evidence for Gender Differences in Risk Taking," Journal of Economic Behavior & Organization, Elsevier, vol. 83(1), pages 50-58.
- Abhijit V. Banerjee, 1992. "A Simple Model of Herd Behavior," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(3), pages 797-817.
- Antonio Filippin & Paolo Crosetto, 2016.
"A Reconsideration of Gender Differences in Risk Attitudes,"
Management Science, INFORMS, vol. 62(11), pages 3138-3160, November.
- Filippin, Antonio & Crosetto, Paolo, 2014. "A Reconsideration of Gender Differences in Risk Attitudes," IZA Discussion Papers 8184, Institute of Labor Economics (IZA).
- Antonio Filippin & Paolo Crosetto, 2014. "A reconsideration of gender differences in risk attitudes," Post-Print hal-01997771, HAL.
- Filippin, A. & Crosetto, P., 2014. "A reconsideration of gender differences in risk attitudes," Working Papers 2014-01, Grenoble Applied Economics Laboratory (GAEL).
- Antonio Filippin & Paolo Crosetto, 2016. "A Reconsideration of Gender Differences in Risk Attitudes," Post-Print hal-01356905, HAL.
- Antonio FILIPPIN & Paolo CROSETTO, 2014. "A Reconsideration of Gender Differences in Risk Attitudes," Departmental Working Papers 2014-01, Department of Economics, Management and Quantitative Methods at Università degli Studi di Milano.
- Daniel Friedman & Ryan Oprea, 2012. "A Continuous Dilemma," American Economic Review, American Economic Association, vol. 102(1), pages 337-363, February.
- Sushil Bikhchandani & David Hirshleifer & Ivo Welch, 1998. "Learning from the Behavior of Others: Conformity, Fads, and Informational Cascades," Journal of Economic Perspectives, American Economic Association, vol. 12(3), pages 151-170, Summer.
- Thöni, Christian & Gächter, Simon, 2015. "Peer effects and social preferences in voluntary cooperation: A theoretical and experimental analysis," Journal of Economic Psychology, Elsevier, vol. 48(C), pages 72-88.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Antonio Filippin & Paolo Crosetto, 2016.
"Click‘n’Roll: No Evidence of Illusion of Control,"
De Economist, Springer, vol. 164(3), pages 281-295, September.
- Filippin, A. & Crosetto, P., 2015. "Click'n'Roll: No evidence of illusion of control," Working Papers 2015-06, Grenoble Applied Economics Laboratory (GAEL).
- Filippin, Antonio & Crosetto, Paolo, 2015. "Click'n'Roll: No Evidence of Illusion of Control," IZA Discussion Papers 9030, Institute of Labor Economics (IZA).
- Francesca Gioia, 2017. "Peer effects on risk behaviour: the importance of group identity," Experimental Economics, Springer;Economic Science Association, vol. 20(1), pages 100-129, March.
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.- Diefeng Peng & Yulei Rao & Xianming Sun & Erte Xiao, 2019. "Optional Disclosure and Observational Learning," Monash Economics Working Papers 05-18, Monash University, Department of Economics.
- Bernado Moreno & María del Pino Ramos-Sosa & Ismael Rodríguez-Lara, 2016. "Conformity, information and truthful voting," Working Papers 2016-01, Universidad de Málaga, Department of Economic Theory, Málaga Economic Theory Research Center.
- Crawford, Ian & Harris, Donna, 2018. "Social interactions and the influence of “extremists”," Journal of Economic Behavior & Organization, Elsevier, vol. 153(C), pages 238-266.
- Jacob K. Goeree & Leeat Yariv, 2015. "Conformity in the lab," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 1(1), pages 15-28, July.
- Corazzini, Luca & Greiner, Ben, 2007.
"Herding, social preferences and (non-)conformity,"
Economics Letters, Elsevier, vol. 97(1), pages 74-80, October.
- Luca Corazzini & Ben Greiner, 2005. "Herding, Social Preferences and (Non-) Conformity," Working Paper Series in Economics 21, University of Cologne, Department of Economics, revised 24 Jan 2007.
- Drehmann, Mathias & Oechssler, Jorg & Roider, Andreas, 2007.
"Herding with and without payoff externalities -- an internet experiment,"
International Journal of Industrial Organization, Elsevier, vol. 25(2), pages 391-415, April.
- Drehmann, Mathias & Oechssler, Jörg & Roider, Andreas, 2004. "Herding with and without Payoff Externalities - An Internet Experiment," Bonn Econ Discussion Papers 15/2004, University of Bonn, Bonn Graduate School of Economics (BGSE).
- Drehmann, Mathias & Roider, Andreas & Oechssler, Joerg, 2005. "Herding With and Without Payoff Externalities - An Internet Experiment," CEPR Discussion Papers 5310, C.E.P.R. Discussion Papers.
- Dimant, Eugen, 2015.
"On Peer Effects: Behavioral Contagion of (Un)Ethical Behavior and the Role of Social Identity,"
MPRA Paper
68732, University Library of Munich, Germany.
- Eugen Dimant, 2016. "On Peer Effects: Contagion of Pro- and Anti-Social Behavior in Charitable Giving and The Role of Social Identity," PPE Working Papers 0006, Philosophy, Politics and Economics, University of Pennsylvania.
- Eugen Dimant, 2017. "On Peer Effects: Contagion of Pro- and Anti-Social Behavior and the Role of Social Cohesion," Discussion Papers 2017-06, The Centre for Decision Research and Experimental Economics, School of Economics, University of Nottingham.
- Eugen Dimant, 2018. "Contagion of Pro- and Anti-Social Behavior Among Peers and the Role of Social Proximity," Discussion Papers 2018-04, The Centre for Decision Research and Experimental Economics, School of Economics, University of Nottingham.
- Fatas, Enrique & Hargreaves Heap, Shaun P. & Rojo Arjona, David, 2018. "Preference conformism: An experiment," European Economic Review, Elsevier, vol. 105(C), pages 71-82.
- Andreoni, James & Di Girolamo, Amalia & List, John A. & Mackevicius, Claire & Samek, Anya, 2020.
"Risk preferences of children and adolescents in relation to gender, cognitive skills, soft skills, and executive functions,"
Journal of Economic Behavior & Organization, Elsevier, vol. 179(C), pages 729-742.
- James Andreoni & Amalia Di Girolamo & John List & Claire Mackevicius & Anya Samek, 2019. "Risk Preferences of Children and Adolescents in Relation to Gender, Cognitive Skills, Soft Skills, and Executive Functions," Artefactual Field Experiments 00668, The Field Experiments Website.
- James Andreoni & Amalia Di Girolamo & John A. List & Claire Mackevicius & Anya Samek, 2019. "Risk Preferences of Children and Adolescents in Relation to Gender, Cognitive Skills, Soft Skills, and Executive Functions," NBER Working Papers 25723, National Bureau of Economic Research, Inc.
- Zafar, Basit, 2011.
"An experimental investigation of why individuals conform,"
European Economic Review, Elsevier, vol. 55(6), pages 774-798, August.
- Basit Zafar, 2009. "An experimental investigation of why individuals conform," Staff Reports 365, Federal Reserve Bank of New York.
- Delfino, Alexia & Marengo, Luigi & Ploner, Matteo, 2016.
"I did it your way. An experimental investigation of peer effects in investment choices,"
Journal of Economic Psychology, Elsevier, vol. 54(C), pages 113-123.
- Alexia Delfino & Luigi Marengo & Matteo Ploner, 2013. "I Did it Your Way. An Experimental Investigation of Peer Effects in Investment Choices," CEEL Working Papers 1305, Cognitive and Experimental Economics Laboratory, Department of Economics, University of Trento, Italia.
- March, Christoph & Ziegelmeyer, Anthony, 2020.
"Altruistic observational learning,"
Journal of Economic Theory, Elsevier, vol. 190(C).
- Christoph March & Anthony Ziegelmeyer, 2016. "Altruistic Observational Learning," CESifo Working Paper Series 5792, CESifo.
- Van Parys, Jessica & Ash, Elliott, 2018. "Sequential decision-making with group identity," Journal of Economic Psychology, Elsevier, vol. 69(C), pages 1-18.
- Hirshleifer, David & Teoh, Siew Hong, 2008.
"Thought and Behavior Contagion in Capital Markets,"
MPRA Paper
9142, University Library of Munich, Germany.
- Hirshleifer, David & Teoh, Siew Hong, 2008. "Thought and Behavior Contagion in Capital Markets," MPRA Paper 9164, University Library of Munich, Germany.
- Ambler, Kate & Godlonton, Susan & Recalde, María P., 2021.
"Follow the leader? A field experiment on social influence,"
Journal of Economic Behavior & Organization, Elsevier, vol. 188(C), pages 1280-1297.
- Kate Ambler & Susan Godlonton & MarÃa P. Recalde, 2019. "Follow the leader? A field experiment on social influence," Department of Economics Working Papers 2019-24, Department of Economics, Williams College.
- Duffy, John & Hopkins, Ed & Kornienko, Tatiana, 2021. "Lone wolf or herd animal? Information choice and learning from others," European Economic Review, Elsevier, vol. 134(C).
- Paolo Crosetto & Antonio Filippin, 2013.
"A Theoretical and Experimental Appraisal of Five Risk Elicitation Methods,"
Jena Economics Research Papers
2013-009, Friedrich-Schiller-University Jena.
- Paolo Crosetto & Antonio Filippin, 2013. "A Theoretical and Experimental Appraisal of Five Risk Elicitation Methods," SOEPpapers on Multidisciplinary Panel Data Research 547, DIW Berlin, The German Socio-Economic Panel (SOEP).
- Puput Tri Komalasari & Marwan Asri & Bernardinus M. Purwanto & Bowo Setiyono, 2022. "Herding behaviour in the capital market: What do we know and what is next?," Management Review Quarterly, Springer, vol. 72(3), pages 745-787, September.
- Duffy, John & Hopkins, Ed & Kornienko, Tatiana & Ma, Mingye, 2019. "Information choice in a social learning experiment," Games and Economic Behavior, Elsevier, vol. 118(C), pages 295-315.
- 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.
More about this item
Keywords
conformism; risk attitude; experiment;All these keywords.
JEL classification:
- C81 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Methodology for Collecting, Estimating, and Organizing Microeconomic Data; Data Access
- C91 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Individual Behavior
- D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty
NEP fields
This paper has been announced in the following NEP Reports:- NEP-EXP-2015-05-16 (Experimental Economics)
- NEP-NEU-2015-05-16 (Neuroeconomics)
- NEP-SOC-2015-05-16 (Social Norms and Social Capital)
- NEP-UPT-2015-05-16 (Utility Models and Prospect Theory)
Statistics
Access and download statisticsCorrections
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:iza:izadps:dp9029. 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: Holger Hinte (email available below). General contact details of provider: https://edirc.repec.org/data/izaaade.html .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.