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Full-Text Articles in Social and Behavioral Sciences
Experiment-As-Market: Incorporating Welfare Into Randomized Controlled Trials, Yusuke Narita
Experiment-As-Market: Incorporating Welfare Into Randomized Controlled Trials, Yusuke Narita
Cowles Foundation Discussion Papers
Randomized Controlled Trials (RCTs) enroll hundreds of millions of subjects and involve many human lives. To improve subjects’ welfare, I propose a design of RCTs that I call Experiment-as-Market (EXAM). EXAM produces a Pareto efficient allocation of treatment assignment probabilities, is asymptotically incentive compatible for preference elicitation, and unbiasedly estimates any causal effect estimable with standard RCTs. I quantify these properties by applying EXAM to a water cleaning experiment in Kenya (Kremer et al., 2011). In this empirical setting, compared to standard RCTs, EXAM substantially improves subjects’ predicted well-being while reaching similar treatment effect estimates with similar precision.
Toward An Ethical Experiment, Yusuke Narita
Toward An Ethical Experiment, Yusuke Narita
Cowles Foundation Discussion Papers
Randomized Controlled Trials (RCTs) enroll hundreds of millions of subjects and involve many human lives. To improve subjects’ welfare, I propose an alternative design of RCTs that I call Experiment-as-Market (EXAM). EXAM Pareto optimally randomly assigns each treatment to subjects predicted to experience better treatment effects or to subjects with stronger preferences for the treatment. EXAM is also asymptotically incentive compatible for preference elicitation. Finally, EXAM unbiasedly estimates any causal effect estimable with standard RCTs. I quantify the welfare, incentive, and information properties by applying EXAM to a water cleaning experiment in Kenya (Kremer et al., 2011). Compared to standard …
Can Markets Save Lives? An Experimental Investigation Of A Market For Organ Donations, Cary Deck, Erik O. Kimbrough
Can Markets Save Lives? An Experimental Investigation Of A Market For Organ Donations, Cary Deck, Erik O. Kimbrough
ESI Working Papers
Many people die while waiting for organ transplants even though the number of usable organs is far larger than the number needed for transplant. Governments have devised many policies aimed at increasing available transplant organs with variable success. However, with few exceptions, policy makers are reluctant to establish markets for organs despite the potential for mutually beneficial exchanges. We ask whether organ markets could save lives. Controlled laboratory methods are ideal for this inquiry because human lives would be involved when implementing field trials. Our results suggest that markets can increase the supply of organs available for transplant, but that …