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Field Experiments: A Bridge Between Lab and Naturally-Occurring Data

Citations

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Cited by:

  1. Nobuyuki Hanaki & Takayuki Hoshino & Kohei Kubota & Fabrice Murtin & Masao Ogaki & Fumio Ohtake & Naoko Okuyama, 2022. "Comparing data gathered in an online and a laboratory experiment using the Trustlab platform," ISER Discussion Paper 1168, Institute of Social and Economic Research, Osaka University.
  2. Glenn W. Harrison & John A. List, 2004. "Field Experiments," Journal of Economic Literature, American Economic Association, vol. 42(4), pages 1009-1055, December.
  3. Coutts, Alexander, 2022. "Identifying communication spillovers in lab-in-the-field experiments," Journal of Development Economics, Elsevier, vol. 157(C).
  4. Morten Størling Hedegaard & Jean-Robert Tyran, 2018. "The Price of Prejudice," American Economic Journal: Applied Economics, American Economic Association, vol. 10(1), pages 40-63, January.
  5. Omar Al-Ubaydli & John A. List, 2016. "Field Experiments in Markets," NBER Working Papers 22113, National Bureau of Economic Research, Inc.
  6. Kjetil Telle, 2012. "Monitoring and enforcement of environmental regulations. Lessons from a natural field experiment in Norway," Discussion Papers 680, Statistics Norway, Research Department.
  7. Steven D. Levitt & John A. List, 2009. "Can Field Experiments Return Agricultural Economics to the Glory Days?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 91(5), pages 1259-1265.
  8. Mary F. Evans, 2016. "The Clean Air Act Watch List: An Enforcement and Compliance Natural Experiment," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 3(3), pages 627-665.
  9. 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.
  10. Ramello, Giovanni B., 2012. "Aggregate litigation and regulatory innovation: Another view of judicial efficiency," International Review of Law and Economics, Elsevier, vol. 32(1), pages 63-71.
  11. Kristin Limbach & Anne Rozan & Philipe Coent & Raphaële Préget & Sophie Thoyer, 2023. "Can collective conditionality improve agri-environmental contracts? From lab to field experiments," Review of Agricultural, Food and Environmental Studies, Springer, vol. 104(3), pages 311-340, December.
  12. Liesbeth Colen & Sergio Gomez y Paloma & Uwe Latacz-Lohmann & Marianne Lefebvre & Raphaële Préget & Sophie Thoyer, 2016. "Economic Experiments as a Tool for Agricultural Policy Evaluation: Insights from the European CAP," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 64(4), pages 667-694, December.
  13. Stefano Bonini & Olena Voloshyna, 2013. "A, B or C? Experimental Tests of IPO Mechanisms," European Financial Management, European Financial Management Association, vol. 19(2), pages 304-344, March.
  14. Te Bao & Brice Corgnet & Nobuyuki Hanaki & Katsuhiko Okada & Yohanes E. Riyanto & Jiahua Zhu, 2022. "Financial Forecasting in the Lab and the Field: Qualified Professionals vs. Smart Students," ISER Discussion Paper 1156r, Institute of Social and Economic Research, Osaka University, revised Sep 2024.
  15. Liesbeth Colen & Sergio Gomez Y Paloma & Uwe Latacz-Lohmann & Marianne Lefebvre & Sophie Thoyer & Raphaële Préget, 2015. "(How) can economic experiments inform EU agricultural policy?," JRC Research Reports JRC97340, Joint Research Centre.
  16. Hallsworth, Michael & List, John A. & Metcalfe, Robert D. & Vlaev, Ivo, 2017. "The behavioralist as tax collector: Using natural field experiments to enhance tax compliance," Journal of Public Economics, Elsevier, vol. 148(C), pages 14-31.
  17. Milad Haghani & Michiel C. J. Bliemer & John M. Rose & Harmen Oppewal & Emily Lancsar, 2021. "Hypothetical bias in stated choice experiments: Part I. Integrative synthesis of empirical evidence and conceptualisation of external validity," Papers 2102.02940, arXiv.org.
  18. John A. List, 2024. "Optimally generate policy-based evidence before scaling," Nature, Nature, vol. 626(7999), pages 491-499, February.
  19. Haghani, Milad & Bliemer, Michiel C.J. & Rose, John M. & Oppewal, Harmen & Lancsar, Emily, 2021. "Hypothetical bias in stated choice experiments: Part II. Conceptualisation of external validity, sources and explanations of bias and effectiveness of mitigation methods," Journal of choice modelling, Elsevier, vol. 41(C).
  20. List, Annika J. & List, John A. & Samek, Anya, 2017. "Discrimination among pre-school children: Field experimental evidence," Economics Letters, Elsevier, vol. 157(C), pages 159-162.
  21. Omar Al-Ubaydli & John A. List, 2013. "On the Generalizability of Experimental Results in Economics: With a Response to Commentors," CESifo Working Paper Series 4543, CESifo.
  22. Sabina Albrecht & David Smerdon, 2022. "The social capital effects of refugee resettlement on host communities," The Economic Record, The Economic Society of Australia, vol. 98(320), pages 80-112, March.
  23. Loukas Balafoutas & Rudolf Kerschbamer & Matthias Sutter, 2017. "Second‐Degree Moral Hazard In A Real‐World Credence Goods Market," Economic Journal, Royal Economic Society, vol. 127(599), pages 1-18, February.
  24. Ouazad, Amine & Page, Lionel, 2013. "Students' perceptions of teacher biases: Experimental economics in schools," Journal of Public Economics, Elsevier, vol. 105(C), pages 116-130.
  25. Daniel Rondeau & John List, 2008. "Matching and challenge gifts to charity: evidence from laboratory and natural field experiments," Experimental Economics, Springer;Economic Science Association, vol. 11(3), pages 253-267, September.
  26. Alevy, Jonathan E. & Cristi, Oscar & Melo, Oscar, 2010. "Right-to-Choose Auctions: A Field Study of Water Markets in the Limari Valley of Chile," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 39(2), pages 1-14, April.
  27. John List, 2022. "2021 Summary Data of Natural Field Experiments Published on Fieldexperiments.com," Natural Field Experiments 00747, The Field Experiments Website.
  28. Shchetinin, Oleg, 2009. "Contracting Under Reciprocal Altruism," MPRA Paper 13457, University Library of Munich, Germany.
  29. Jeffrey C. Ely & Tanjim Hossain, 2009. "Sniping and Squatting in Auction Markets," American Economic Journal: Microeconomics, American Economic Association, vol. 1(2), pages 68-94, August.
  30. Nicolas Jacquemet & Olivier L’Haridon & Isabelle Vialle, 2014. "Marché du travail, évaluation et économie expérimentale," Revue française d'économie, Presses de Sciences-Po, vol. 0(1), pages 189-226.
  31. Loukas Balafoutas & Adrian Beck & Rudolf Kerschbamer & Matthias Sutter, 2013. "What Drives Taxi Drivers? A Field Experiment on Fraud in a Market for Credence Goods," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 80(3), pages 876-891.
  32. John A. List, 2014. "Using Field Experiments to Change the Template of How We Teach Economics," The Journal of Economic Education, Taylor & Francis Journals, vol. 45(2), pages 81-89, June.
  33. Graham, John R. & Grennan, Jillian & Harvey, Campbell R. & Rajgopal, Shivaram, 2022. "Corporate culture: Evidence from the field," Journal of Financial Economics, Elsevier, vol. 146(2), pages 552-593.
  34. repec:cup:judgdm:v:3:y:2008:i::p:162-173 is not listed on IDEAS
  35. Melo, Grace & Palma, Marco A. & Ribera, Luis A., 2024. "Are experts overoptimistic about the success of food market labeling information?," 2024 Annual Meeting, July 28-30, New Orleans, LA 343870, Agricultural and Applied Economics Association.
  36. Maarten Voors & Eleonora Nillesen & Philip Verwimp & Erwin Bulte & Robert Lensink & Daan van Soest, 2010. "Does Conflict affect Preferences? Results from Field Experiments in Burundi," HiCN Working Papers 71, Households in Conflict Network.
  37. John A. List, 2011. "The Market for Charitable Giving," Journal of Economic Perspectives, American Economic Association, vol. 25(2), pages 157-180, Spring.
  38. Stéphan Marette & Jutta Roosen & Sandrine Blanchemanche, 2008. "Taxes and subsidies to change eating habits when information is not enough: an application to fish consumption," Journal of Regulatory Economics, Springer, vol. 34(2), pages 119-143, October.
  39. Payzan-LeNestour, Elise & Pradier, Lionnel & Putniņš, Tālis J., 2023. "Biased risk perceptions: Evidence from the laboratory and financial markets," Journal of Banking & Finance, Elsevier, vol. 154(C).
  40. John List & Sally Sadoff & Mathis Wagner, 2011. "So you want to run an experiment, now what? Some simple rules of thumb for optimal experimental design," Experimental Economics, Springer;Economic Science Association, vol. 14(4), pages 439-457, November.
  41. Kausel, Edgar E. & Reyes, Tomas & Larach, Francisco & Chacon, Alvaro & Enei, Gonzalo, 2024. "Does enhancing the vividness in connection with the future self increase savings behavior? A field experiment," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 110(C).
  42. List, John A. & Mason, Charles F., 2011. "Are CEOs expected utility maximizers?," Journal of Econometrics, Elsevier, vol. 162(1), pages 114-123, May.
  43. Dolores Messer & Stefan C. Wolter, 2009. "Money Matters - Evidence from a Large-Scale Randomized Field Experiment with Vouchers for Adult Training," CESifo Working Paper Series 2548, CESifo.
  44. Frank van Tongeren & John Beghin & Stéphane Marette, 2009. "A Cost-Benefit Framework for the Assessment of Non-Tariff Measures in Agro-Food Trade," OECD Food, Agriculture and Fisheries Papers 21, OECD Publishing.
  45. Mike Lindow & David DeFranza & Arul Mishra & Himanshu Mishra, 2021. "Scared into Action: How Partisanship and Fear are Associated with Reactions to Public Health Directives," Papers 2101.05365, arXiv.org.
  46. Frey, Bruno S. & Gallus, Jana, 2014. "Aggregate effects of behavioral anomalies: A new research area," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 8, pages 1-15.
  47. Charness, Gary & Gneezy, Uri & Kuhn, Michael A., 2013. "Experimental methods: Extra-laboratory experiments-extending the reach of experimental economics," Journal of Economic Behavior & Organization, Elsevier, vol. 91(C), pages 93-100.
  48. Levitt, Steven D. & List, John A., 2009. "Field experiments in economics: The past, the present, and the future," European Economic Review, Elsevier, vol. 53(1), pages 1-18, January.
  49. Lahey, Joanna N. & Beasley, Ryan A., 2009. "Computerizing audit studies," Journal of Economic Behavior & Organization, Elsevier, vol. 70(3), pages 508-514, June.
  50. Steven D. Levitt & John A. List, 2011. "Was There Really a Hawthorne Effect at the Hawthorne Plant? An Analysis of the Original Illumination Experiments," American Economic Journal: Applied Economics, American Economic Association, vol. 3(1), pages 224-238, January.
  51. Dichev, Ilia D. & Graham, John R. & Harvey, Campbell R. & Rajgopal, Shiva, 2013. "Earnings quality: Evidence from the field," Journal of Accounting and Economics, Elsevier, vol. 56(2), pages 1-33.
  52. John A. List, 2020. "Non est Disputandum de Generalizability? A Glimpse into The External Validity Trial," NBER Working Papers 27535, National Bureau of Economic Research, Inc.
  53. Jeffrey Carpenter & Cristina Connolly & Caitlin Myers, 2008. "Altruistic behavior in a representative dictator experiment," Experimental Economics, Springer;Economic Science Association, vol. 11(3), pages 282-298, September.
  54. Sara Gil-Gallen and Anne-Gaëlle Maltese, 2023. "How can technologies help disclose new insights into collective behaviors?," Journal of Behavioral Economics for Policy, Society for the Advancement of Behavioral Economics (SABE), vol. 7(2), pages 21-32, December.
  55. Lukas Menkhoff & Maik Schmeling & Ulrich Schmidt, 2010. "Are All Professional Investors Sophisticated?," German Economic Review, Verein für Socialpolitik, vol. 11(4), pages 418-440, November.
  56. Nicolas Jacquemet & Olivier L’Haridon & Isabelle Vialle, 2014. "Marché du travail, évaluation et économie expérimentale," Revue française d'économie, Presses de Sciences-Po, vol. 0(1), pages 189-226.
  57. Klaus Moeltner & James J. Murphy & John K. Stranlund & Maria Alejandra Velez, 2013. "Institutional heterogeneity in social dilemma games: a Bayesian examination," Chapters, in: John A. List & Michael K. Price (ed.), Handbook on Experimental Economics and the Environment, chapter 2, pages 67-88, Edward Elgar Publishing.
  58. Angus Deaton, 2010. "Instruments, Randomization, and Learning about Development," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 424-455, June.
  59. Trevor Harris & Shiva Rajgopal, 2022. "Foreign Currency: Accounting, Communication and Management of Risks," Foundations and Trends(R) in Accounting, now publishers, vol. 16(3), pages 184-307, March.
  60. Angus Deaton, 2009. "Instruments of development: Randomization in the tropics, and the search for the elusive keys to economic development," Working Papers 1128, Princeton University, Woodrow Wilson School of Public and International Affairs, Center for Health and Wellbeing..
  61. Catherine Eckel, 2005. "Subsidizing Charitable Contributions: A Field Test Comparing Matching and Rebate Subsidies," Working Papers 2098, The Field Experiments Website.
  62. Reutemann, Tim & Engel, Stefanie & Pareja, Eliana, 2016. "How (not) to pay — Field experimental evidence on the design of REDD+ payments," Ecological Economics, Elsevier, vol. 129(C), pages 220-229.
  63. repec:dpr:wpaper:1156 is not listed on IDEAS
  64. Jeffrey Flory & Uri Gneezy & Kenneth Leonard & John List, 2012. "Sex, competitiveness, and investment in offspring: On the origin of preferences," Artefactual Field Experiments 00072, The Field Experiments Website.
  65. Nobuyuki Hanaki & Keigo Inukai & Takehito Masuda & Yuta Shimodaira, 2022. "Comparing behavior between a large sample of smart students and a representative sample of Japanese adults," ISER Discussion Paper 1160, Institute of Social and Economic Research, Osaka University.
  66. Casati, Mirta & Stranieri, Stefanella & Rommel, Jens & Medici, Riccardo & Soregaroli, Claudio, 2022. "The impact of a carbon footprint label on food orders: A natural field experiment in a full-service restaurant," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322144, Agricultural and Applied Economics Association.
  67. Cecchi, Francesco & Melesse, Mequanint Biset, 2016. "Formal law and customary change: A lab-in-field experiment in Ethiopia," Journal of Economic Behavior & Organization, Elsevier, vol. 125(C), pages 67-85.
  68. John List, 2021. "The Voltage Effect in Behavioral Economics," Artefactual Field Experiments 00733, The Field Experiments Website.
  69. Olivier Armantier & Amadou Boly, 2008. "Can Corruption Be Studied in the Lab? Comparing a Field and a Lab Experiment," CIRANO Working Papers 2008s-26, CIRANO.
  70. Juan-Camilo Cardenas & Marco Janssen & Francois Bousquet, 2013. "Dynamics of rules and resources: three new field experiments on water, forests and fisheries," Chapters, in: John A. List & Michael K. Price (ed.), Handbook on Experimental Economics and the Environment, chapter 11, pages 319-345, Edward Elgar Publishing.
  71. List, John A. & Reiley, David, 2008. "Field Experiments in Economics: Palgrave Entry," IZA Discussion Papers 3273, Institute of Labor Economics (IZA).
  72. Menkhoff, Lukas & Schmeling, Maik & Schmidt, Ulrich, 2013. "Overconfidence, experience, and professionalism: An experimental study," Journal of Economic Behavior & Organization, Elsevier, vol. 86(C), pages 92-101.
  73. Lindahl, Therese & Bodin, Örjan & Tengö, Maria, 2015. "Governing complex commons — The role of communication for experimental learning and coordinated management," Ecological Economics, Elsevier, vol. 111(C), pages 111-120.
  74. Graham, John R. & Harvey, Campbell R. & Puri, Manju, 2013. "Managerial attitudes and corporate actions," Journal of Financial Economics, Elsevier, vol. 109(1), pages 103-121.
  75. Johannes Abeler & Daniele Nosenzo, 2013. "Self-selection into Economics Experiments is Driven by Monetary Rewards," Discussion Papers 2013-03, The Centre for Decision Research and Experimental Economics, School of Economics, University of Nottingham.
  76. Vanessa C. Burbano, 2016. "Social Responsibility Messages and Worker Wage Requirements: Field Experimental Evidence from Online Labor Marketplaces," Organization Science, INFORMS, vol. 27(4), pages 1010-1028, August.
  77. Graham, John R. & Harvey, Campbell R. & Puri, Manju, 2015. "Capital allocation and delegation of decision-making authority within firms," Journal of Financial Economics, Elsevier, vol. 115(3), pages 449-470.
  78. Jasper Knockaert & Stefanie Peer & Erik Verhoef, 2016. "Identification of self-selection biases in field experiments using stated preference experiments," Natural Field Experiments 00568, The Field Experiments Website.
  79. John List, 2021. "2021 Summary Data of Artefactual Field Experiments Published on Fieldexperiments.com," Artefactual Field Experiments 00749, The Field Experiments Website.
  80. Johannes Abeler & Daniele Nosenzo, 2015. "Self-selection into laboratory experiments: pro-social motives versus monetary incentives," Experimental Economics, Springer;Economic Science Association, vol. 18(2), pages 195-214, June.
  81. Einat Neuman & Shoshona Neuman, 2008. "Reference-dependent preferences and loss aversion: A discrete choice experiment in the health-care sector," Judgment and Decision Making, Society for Judgment and Decision Making, vol. 3, pages 162-173, February.
  82. Rachel Croson & Uri Gneezy, 2009. "Gender Differences in Preferences," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 448-474, June.
  83. Wei Gao & Xiaoli Sun & Mei Zhao & Yong Gao & Haoran Ding, 2024. "Evaluate Human Perception of the Built Environment in the Metro Station Area," Land, MDPI, vol. 13(1), pages 1-25, January.
  84. Artavia-Mora, Luis & Bedi, Arjun S. & Rieger, Matthias, 2017. "Intuitive help and punishment in the field," European Economic Review, Elsevier, vol. 92(C), pages 133-145.
  85. Horak, Sven, 2013. "Cross-cultural experimental economics and indigenous management research: Issues and contributions," Working Papers on East Asian Studies 92/2013, University of Duisburg-Essen, Institute of East Asian Studies IN-EAST.
  86. Anderson, Lisa R. & Mellor, Jennifer M., 2008. "Predicting health behaviors with an experimental measure of risk preference," Journal of Health Economics, Elsevier, vol. 27(5), pages 1260-1274, September.
  87. Nielsen, Thea, 2012. "How do Concerns about Pesticides Impact Consumer Willingness to Buy Genetically Modified French Fries in Germany? Results from a Purchasing Experiment," 2012 International European Forum, February 13-17, 2012, Innsbruck-Igls, Austria 144986, International European Forum on System Dynamics and Innovation in Food Networks.
  88. Miraldo, M & Galizzi, M & Stavropoulou, C, 2013. "Doctor-patient differences in risk preferences, and their links to decision-making: a field experiment," Working Papers 12578, Imperial College, London, Imperial College Business School.
  89. Cipriani, Giam Pietro & Lubian, Diego & Zago, Angelo, 2009. "Natural born economists?," Journal of Economic Psychology, Elsevier, vol. 30(3), pages 455-468, June.
  90. repec:bla:germec:v:11:y:2010:i::p:418-440 is not listed on IDEAS
  91. Hongbin Cai & Yuyu Chen & Hanming Fang, 2009. "Observational Learning: Evidence from a Randomized Natural Field Experiment," American Economic Review, American Economic Association, vol. 99(3), pages 864-882, June.
  92. Telle, Kjetil, 2013. "Monitoring and enforcement of environmental regulations," Journal of Public Economics, Elsevier, vol. 99(C), pages 24-34.
  93. Artavia-Mora, Luis & Bedi, Arjun S. & Rieger, Matthias, 2018. "Help, Prejudice and Headscarves," IZA Discussion Papers 11460, Institute of Labor Economics (IZA).
  94. Irene van Staveren, 2012. "An Evolutionary Efficiency Alternative to the Notion of Pareto Efficiency," Economic Thought, World Economics Association, vol. 1(1), pages 1-6, July.
  95. Andreas C. Drichoutis & Panagiotis Lazaridis & Rodolfo M. Nayga, 2009. "Would consumers value food-away-from-home products with nutritional labels?," Agribusiness, John Wiley & Sons, Ltd., vol. 25(4), pages 550-575.
  96. Astghik Mavisakalyan & Clas Weber, 2018. "Linguistic Structures And Economic Outcomes," Journal of Economic Surveys, Wiley Blackwell, vol. 32(3), pages 916-939, July.
  97. Lingli Wang & Ni Huang & Yili Hong & Luning Liu & Xunhua Guo & Guoqing Chen, 2023. "Voice‐based AI in call center customer service: A natural field experiment," Production and Operations Management, Production and Operations Management Society, vol. 32(4), pages 1002-1018, April.
  98. Blundell, Wesley, 2020. "When threats become credible: A natural experiment of environmental enforcement from Florida," Journal of Environmental Economics and Management, Elsevier, vol. 101(C).
  99. Marette, Stéphan & Roosen, Jutta & Blanchemanche, Sandrine, 2008. "Health information and substitution between fish: Lessons from laboratory and field experiments," Food Policy, Elsevier, vol. 33(3), pages 197-208, June.
  100. Jonathan H.W. Tan & Zhao Zichen & Daniel John Zizzo, 2023. "Scientific Inference from Field and Laboratory Economic Experiments: Empirical Evidence," Discussion Papers Series 663, School of Economics, University of Queensland, Australia.
  101. John List, 2007. "Experimenting with Fish has some Advantages," Artefactual Field Experiments 00387, The Field Experiments Website.
  102. Oliver P. Hauser & Francesca Gino & Michael I. Norton, 2018. "Budging beliefs, nudging behaviour," Mind & Society: Cognitive Studies in Economics and Social Sciences, Springer;Fondazione Rosselli, vol. 17(1), pages 15-26, November.
  103. Artavia-Mora, L.D., 2016. "Intuitive cooperation in The Hague : A natural field experiment," ISS Working Papers - General Series 614, International Institute of Social Studies of Erasmus University Rotterdam (ISS), The Hague.
  104. John List, 2022. "Framed Field Experiments: 2021 Summary on Fieldexperiments.com," Framed Field Experiments 00752, The Field Experiments Website.
  105. Blonz, Joshua & Palmer, Karen & Wichman, Casey & Wietelman, Derek C., 2021. "Smart Thermostats, Automation, and Time-Varying Prices," RFF Working Paper Series 21-20, Resources for the Future.
  106. Uwe Dulleck & Jonas Fooken & Yumei He, 2020. "Hukou Status and Individual-Level Labor Market Discrimination: An Experiment in China," ILR Review, Cornell University, ILR School, vol. 73(3), pages 628-649, May.
  107. Menapace, Luisa & Raffaelli, Roberta, 2013. "Do ‘locally grown’ claims influence artisanal food purchase? Evidence from a natural field experiment," 2013 Annual Meeting, August 4-6, 2013, Washington, D.C. 150282, Agricultural and Applied Economics Association.
  108. Artavia-Mora, Luis & Bedi, Arjun S. & Rieger, Matthias, 2016. "Intuitive Cooperation and Punishment in the Field," IZA Discussion Papers 9871, Institute of Labor Economics (IZA).
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