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作者：Long, Xiaoyang; Sun, Jiankun; Dai, Hengchen; Zhang, Dennis; Zhang, Jianfeng; Chen, Yujie; Hu, Haoyuan; Zhao, Binqiang
作者单位：University of Wisconsin System; University of Wisconsin Madison; Imperial College London; University of California System; University of California Los Angeles; Washington University (WUSTL); Alibaba Group
摘要：Problem definition: Online retailing platforms are increasingly relying on personalized recommender systems to help guide consumer choice. An important but understudied question in such settings is how many products to include in a recommendation set. In this work, we study how the number of recommended products influences consumers' search and purchase behavior in an online personalized recommender system within a retargeting setting. Methodology/results: Via a field experiment involving 1.6 ...
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作者：Guo, Xiaojia; Lichtendahl, Kenneth C.; Grushka-Cockayne, Yael
作者单位：University System of Maryland; University of Maryland College Park; Alphabet Inc.; Google Incorporated; University of Virginia
摘要：Problem definition: We study the problem of forecasting an entire demand distribution for a new product before and after its launch. Firms need accurate distributional forecasts of demand to make operational decisions about capacity, inventory, and marketing expenditures. We introduce a unified, robust, and interpretable approach to producing these pre- and postlaunch distributional forecasts. Methodology/results: Our approach is inspired by Bayesian model averaging. Each candidate model in ou...
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作者：Damavandi, Hoorsana; Astvansh, Vivek
作者单位：University of Tennessee System; University of Tennessee Knoxville; McGill University; McGill University; Indiana University System; Indiana University Bloomington; Indiana University System; Indiana University Bloomington
摘要：Problem definition: The paucity of data on governmental regulatory agencies' product safety defect investigations has restricted our knowledge about (1) the determinants of a regulator's decisions to open or close an investigation, (2) the process it follows between opening and closing of an investigation, and (3) the outcomes of the investigation when it is closed. Methodology/results: The authors view a safety regulator's opening and closing of a product defect investigation as a decision of...
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作者：Swaminathan, Jayashankar M.
作者单位：University of North Carolina; University of North Carolina Chapel Hill
摘要：Problem definition: A fundamental issue faced by operations management researcher relates to striking the right balance between rigor and relevance in their work. Another important aspect of operations management research relates to influencing and positively impacting businesses and society at large. We constantly struggle to achieve these objectives. Methodology/results: This MSOM Fellow forum article discusses key opportunities for increasing the relevance and impact of Operations Managemen...
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作者：Sun, Xichen; Rajapakshe, Tharanga; Oliva, Rogelio
作者单位：Tilburg University; State University System of Florida; University of Florida; Texas A&M University System; Texas A&M University College Station
摘要：Problem definition: To investigate the interplay between servicizing and remanufacturing, two widely used strategies in the circular economy, and its impact on firms' economic and environmental performance, we consider a profit-maximizing manufacturer who explores the possibility of jointly adopting the two strategies. Methodology and results: We develop optimization models that capture the main attributes for servicizing (pay-per-use, demand pooling) and remanufacturing (lower production cost...
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作者：Liu, Yiqiu; Shi, Pengyi; Helm, Jonathan E.; Oyen, Mark P. Van; Ying, Lei; Hucshka, Todd
作者单位：South China University of Technology; Purdue University System; Purdue University; Indiana University System; Indiana University Bloomington; IU Kelley School of Business; University of Michigan System; University of Michigan; University of Michigan System; University of Michigan; Mayo Clinic
摘要：Problem definition: Coordinated care network (CCN) is a burgeoning paradigm where patients' diagnosis and treatment plans are developed based on collaboration between multiple, colocated medical specialties to holistically address patients' health needs. A primary performance metric for CCNs is how quickly patients can complete their itinerary of appointments at multiple medical services in the network. Rapid completion is critical to care delivery but also presents a major operational challen...
