-
作者:Bar-Gill, Sagit; Brynjolfsson, Erik; Hak, Nir
作者单位:Tel Aviv University; National Bureau of Economic Research; Uber Technologies, Inc.
摘要:As digitization sweeps across industries and markets, analytics and data-driven decision making (DDD) are becoming increasingly important. The adoption of analytics and DDD has been slower in small-to-medium enterprises (SMEs) compared with large firms, and reliable causal estimates of the impacts of analytics tools for small businesses have been lacking. We derive experiment-based estimates of the impact of an analytics tool on SME outcomes, analyzing the randomized introduction of eBay's Sel...
-
作者:Guo, Liang
作者单位:City University of Hong Kong
摘要:Recent years have seen a growth in customized products and services. As a prerequisite for customization, private information on individual customers' quality preferences needs to be uncovered. Sellers can listen to customers about their stated or self-reported preferences through direct communication (e.g., conversation, survey). Alternatively, customer preferences can be inferred from their behavior when they are given the rights to self-design the quality. In this research we endogenize the...
-
作者:Lassance, Nathan; Martin-Utrera, Alberto; Simaan, Majeed
作者单位:Iowa State University; Stevens Institute of Technology
摘要:We derive analytical expressions for the risk of an investor's expected utility under parameter uncertainty. In particular, our analysis focuses on characterizing the out-of-sample utility variance of three portfolios: the classic mean-variance portfolio, the minimum-variance portfolio, and a shrinkage portfolio that combines both. We then use our analytical expressions to study a robustness measure that balances out-of-sample utility mean and volatility. We show that neither the sample mean-v...
-
作者:Epure, Mircea; Mihai, Irina; Minolu, Camelia; Peydro, Jos-Luis
作者单位:Pompeu Fabra University; Barcelona School of Economics; Bucharest University of Economic Studies; Federal Reserve System - USA; Federal Reserve Bank - Atlanta; Imperial College London; Pompeu Fabra University
摘要:We show that macroprudential policies dampen the impact of global financial conditions on local bank credit cycles. For identification, we exploit variation in the U.S. volatility index (VIX) and household and business credit registers in an emerging market economy in which banks depend on foreign funding and macroprudential measures vary over the full cycle. Our results suggest that when the VIX is low, tighter macroprudential policies reduce household lending, notably for riskier (foreign cu...
-
作者:Hagiu, Andrei; Wright, Julian
作者单位:Boston University; National University of Singapore
摘要:Choosing how easy to make it for buyers to discover new sellers is a key design decision for platforms. On one hand, enabling more discoverability generates more transactions and can be more attractive for sellers because they anticipate being discovered by new buyers. On the other hand, discoverability can make sellers more reluctant to participate because they anticipate their existing buyers will discover and purchase from other sellers. We model this fundamental trade-off and study how a p...
-
作者:Deschamps, Pierre
作者单位:Stockholm University
摘要:Women are underrepresented in many prestigious positions. Could increasing the share of women in hiring committees boost the rates at which women are hired into these positions? I use a difference-in-differences design to examine the effects of a French law on academic hiring committees that required each gender to represent a share of at least 40% of members. Contrary to the objectives of the law, I show that the reform backfired and significantly lowered women's probability of being hired. B...
-
作者:Lim, Jong Myeong; Song, Hummy; Yang, Julius J.
作者单位:University of Miami; University of Pennsylvania; Harvard University; Harvard University Medical Affiliates; Beth Israel Deaconess Medical Center
摘要:Off-service placement is a common capacity-pooling strategy that hospitals utilize to address mismatches in supply and demand that arise from the day-to-day variation in patient demand. This strategy involves placing patients in a bed in a unit that is designated for another specialty service. Building on prior work that documents the negative first order effects of off-service placement on patients who are placed off service themselves, we quantify the spillover effects of this practice on pa...
-
作者:Rosokha, Yaroslav; Wei, Chen
作者单位:Purdue University System; Purdue University; Washington University (WUSTL)
摘要:We study a social dilemma in a single-queue system in which human servers have discretion over the effort with which to process orders that arrive stochastically. We show theoretically that the efficient outcome in the form of high effort can be sustained in the subgame-perfect equilibrium if the interactions are long term (even when each server has a short-term incentive to free-ride and provide low effort). In addition, we show that queue visibility plays an important role in the type of str...
-
作者:Johnson, Justin P.; Jungbauer, Thomas; Preuss, Marcel
作者单位:Cornell University
摘要:Invoking a property rights approach, we examine how competition between advertising exchanges influences the targeting options that these exchanges make available to advertisers. When advertisers have strong property rights over data regarding consumers' active purchase interests, competition between ad exchanges leads to too little sharing of data. This may harm consumers, who receive too few pertinent ads, and advertisers themselves can also be harmed due to a situation resembling a prisoner...
-
作者:Basu, Amit; Bhaskaran, Sreekumar; Mukherjee, Rajiv
作者单位:Southern Methodist University; Texas A&M University System; Texas A&M University College Station; Mays Business School
摘要:Firms seeking business partners and individuals seeking life partners face several challenges in addition to finding available candidates. One of these challenges is uncertainty about a candidate's compatibility with the match-seeker on various subjective criteria. Another challenge is authentication of objective quality features, particularly in online settings where credentials can be easily misrepresented. Online matching platforms can address these challenges through counseling services th...