Karma: An Experimental Study (2404.02687v1)
Abstract: A system of non-tradable credits that flow between individuals like karma, hence proposed under that name, is a mechanism for repeated resource allocation that comes with attractive efficiency and fairness properties, in theory. In this study, we test karma in an online experiment in which human subjects repeatedly compete for a resource with time-varying and stochastic individual preferences or urgency to acquire the resource. We confirm that karma has significant and sustained welfare benefits even in a population with no prior training. We identify mechanism usage in contexts with sporadic high urgency, more so than with frequent moderate urgency, and implemented as an easy (binary) karma bidding scheme as particularly effective for welfare improvements: relatively larger aggregate efficiency gains are realized that are (almost) Pareto superior. These findings provide guidance for further testing and for future implementation plans of such mechanisms in the real world.
- Robust Pseudo-Markets for Reusable Public Resources. In Proceedings of the 24th ACM Conference on Economics and Computation. 241.
- Roy Baumeister. 2003. The psychology of irrationality: Why people make foolish, self-defeating choices. The psychology of economic decisions 1 (2003), 3–16.
- Today Me, Tomorrow Thee: Efficient Resource Allocation in Competitive Settings using Karma Games. In IEEE Intelligent Transportation Systems Conference (ITSC). 686–693. https://doi.org/10.1109/ITSC.2019.8916911
- oTree—An open-source platform for laboratory, online, and field experiments. Journal of Behavioral and Experimental Finance 9 (2016), 88–97.
- Peter Cramton and Suzi Kerr. 2002. Tradeable carbon permit auctions: How and why to auction not grandfather. Energy policy 30, 4 (2002), 333–345.
- Ronald J. Daniels and Michael J Trebilcock. 2013. Rethinking the welfare state: Government by voucher. Routledge.
- A self-contained karma economy for the dynamic allocation of common resources. Dynamic Games and Applications (2023), 1–33.
- CARMA: Fair and efficient bottleneck congestion management with karma. arXiv preprint arXiv:2208.07113 (2022).
- From monetary to nonmonetary mechanism design via artificial currencies. Mathematics of Operations Research 46, 3 (2021), 835–855.
- The Remarkable Robustness of the Repeated Fisher Market. In Proceedings of the 22nd ACM Conference on Economics and Computation. 562–562.
- Chang-Tai Hsieh and Miguel Urquiola. 2006. The effects of generalized school choice on achievement and stratification: Evidence from Chile’s voucher program. Journal of public Economics 90, 8-9 (2006), 1477–1503.
- Analyzing scrip systems. Operations Research 62, 3 (2014), 524–534.
- Organ donation with vouchers. Journal of Economic Theory 191 (2021), 105–159.
- Traleg Kyabgon. 2015. Karma: What it is, what it isn’t, why it matters. Shambhala Publications.
- Manfred Milinski. 2016. Reputation, a universal currency for human social interactions. Philosophical Transactions of the Royal Society B: Biological Sciences 371, 1687 (2016), 20150100.
- Martin A. Nowak and Karl Sigmund. 1998. Evolution of indirect reciprocity by image scoring. Nature 393, 6685 (1998), 573–577.
- Decision fatigue: A conceptual analysis. Journal of health psychology 25, 1 (2020), 123–135.
- Canice Prendergast. 2022. The allocation of food to food banks. Journal of Political Economy 130, 8 (2022), 1993–2017.
- Marek Pycia and Peter Troyan. 2023. A theory of simplicity in games and mechanism design. Econometrica 91, 4 (2023), 1495–1526.
- Bruce Reichenbach. 1990. The law of karma: A philosophical study. Springer.
- Alvin E. Roth. 2015. Who gets what–and why: the new economics of matchmaking and market design. Houghton Mifflin Harcourt.
- Urgency-aware optimal routing in repeated games through artificial currencies. European Journal of Control 62 (2021), 22–32.
- Benjamin K. Sovacool. 2011. The policy challenges of tradable credits: A critical review of eight markets. Energy Policy 39, 2 (2011), 575–585.
- Karma: A secure economic framework for peer-to-peer resource sharing. In Workshop on Economics of Peer-to-peer Systems.
- Karma: Resource Allocation for Dynamic Demands. In 17th USENIX Symposium on Operating Systems Design and Implementation (OSDI 23).
- Claus Wedekind and Manfred Milinski. 2000. Cooperation through image scoring in humans. Science 288, 5467 (2000), 850–852.
- Hai Yang and Xiaolei Wang. 2011. Managing network mobility with tradable credits. Transportation Research Part B: Methodological 45, 3 (2011), 580–594.