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运营大数据

斯坦福大学商学院博士；斯坦福大学工程硕士；斯坦福大学数学和计算机科学学士。

担任硅谷和中国多家创业企业的顾问

— 2007年，生产与运营管理学会(poms)为tsay博士颁发韦翰·斯金纳教学创新奖。 poms是国际领先的运营管理专业学会，在60个国家拥有2000多名会员。 每年颁发一次这样的奖励。

— dr. andy tsay曾八次获“列维商学院院长研究、教学及服务杰出表现奖”，还曾获其他几十个校级奖项。

tsay, a.a., "supply chain control with quantity flexibility," ph.d. dissertation, graduate school of business, stanford u., 1995, 229 pages.

farlow, d., c.a. holloway, g. schmidt, and a.a. tsay, "supplier management at sun microsystems (a): managing the supplier relationship," case study, graduate school of business, stanford u., 1996, 17 pages. distributed by harvard business school press.

farlow, d., c.a. holloway, g. schmidt, and a.a. tsay, "supplier management at sun microsystems (b): managing risk in the supplier relationship," case study, graduate school of business, stanford u., 1996, 8 pages. distributed by harvard business school press.

tsay, a.a., s. nahmias, and n. agrawal, "modeling supply chain contracts: a review," quantitative models for supply chain management (volume 17 of international series in operations research and management science), s. tayur, r. ganeshan, and m. magazine (eds.), kluwer academic publishers, boston, ma, 1998, pp.299-336.

tsay, a.a., "the quantity flexibility contract and supplier-customer incentives," management science, 45:10 (1999), pp.1339-1358.

tsay, a.a. and w.s. lovejoy, "quantity flexibility contracts and supply chain performance," manufacturing & service operations management, 1:2 (1999), pp.89-111.

tsay, a.a. and n. agrawal, "channel dynamics under price and service competition," manufacturing & service operations management, 2:4 (2000), pp.372-391.

agrawal, n. and a.a. tsay, "intrafirm incentives and supply chain performance," supply chain structures: coordination, information, and optimization (volume 42 of international series in operations research & management science), j.s. song and d.d. yao (eds.), kluwer academic publishers, boston, ma, 2001, pp.44-72.

tsay, a.a., "managing retail channel overstock: markdown money and return policies," journal of retailing, 77:4 (2001), pp.457-492.

agrawal, n., s.a. smith, and a.a. tsay, "multi-vendor sourcing in a retail supply chain," production & operations management, 11:2 (2002), pp.157-182.

smith, s.a., n. agrawal, and a.a. tsay, "sam: a decision support system for retail supply chain planning for private-label merchandise with multiple vendors," supply chain management: models, applications and research directions (volume 62 of series in applied optimization), j. guenes, p.m. pardalos, and h.e. romeijn (eds.), kluwer academic publishers, dordrecht, 2002, pp.163-198.

tsay, a.a., "risk sensitivity in distribution channel partnerships: implications for manufacturer return policies," journal of retailing, 78:2 (2002), pp.147-160.

tsay, a.a. and n. agrawal, "channel conflict and coordination in the e-commerce age," production & operations management, 13:1 (2004), pp.93-110.

tsay, a.a. and n. agrawal, "modeling conflict and coordination in multi-channel distribution systems: a review," handbook of quantitative supply chain analysis: modeling in the e-business era (volume 74 of international series in operations research and management science), d. simchi-levi, s.d. wu, and z.m. shen (eds.), kluwer academic publishers, 2004, pp. 557-607.

amaral, j., c.a. billington, and a.a. tsay, "outsourcing production without losing control," supply chain management review, 8:8 (nov-dec 2004), pp.44-52.

amaral, j., c.a. billington, and a.a. tsay, "safeguarding the promise of production outsourcing," interfaces, 36:3 (2006), pp.220-233. in 2019 this journal's name became informs journal on applied analytics.

amaral, j. and a.a. tsay, "the outsourcing game: a teaching simulation of power dynamics in outsourced supply chains," operations management education review, 2:1 (2008), pp. 69-96.

roth, a.v., a.a. tsay, m.e. pullman, and j.v. gray, "unraveling the food supply chain: strategic insights from china and the 2007 recalls," journal of supply chain management, 44:1 (2008), pp.22-39. winner of emerald management reviews citations of excellence award (2012), awarded to 50 most impactful articles out of ~15,000, chosen from top 300 management journals worldwide.

roth, a.v., a.a. tsay, m.e. pullman, and j.v. gray, "reaping what you sow?," international commerce review, 8:1 (2008), pp.36-47.

billington, c.a., f. jager, and a.a. tsay, "engineering a lower tax bill," cpo agenda, winter 2008-09, pp.50-54.

amaral, j. and a.a. tsay, "how to win 'spend' and influence partners: lessons in behavioral operations from the outsourcing game," production & operations management, 18:6 (2009), pp. 621-634.

billington, c.a. and a.a. tsay, "maximizing profits. procurement's new role?," imd perspectives for managers, 175 (2009).

tsay, a.a., "business process outsourcing," wiley encyclopedia of operations research and management science (eorms), cochran, james j.; cox, louis anthony jr.; keskinocak, pinar; kharoufeh, jeffrey p.; smith, j. cole (eds), john wiley & sons, inc., hoboken, nj, february 2011. http://onlinelibrary.wiley.com/book/10.1002/9780470400531.

tsay, a.a., "supply chain outsourcing," wiley encyclopedia of operations research and management science (eorms), cochran, james j.; cox, louis anthony jr.; keskinocak, pinar; kharoufeh, jeffrey p.; smith, j. cole (eds), john wiley & sons, inc., hoboken, nj, february 2011. http://onlinelibrary.wiley.com/book/10.1002/9780470400531.

kalyanam, k. and a.a. tsay, "free riding and conflict in hybrid shopping environments: implications for retailers, manufacturers, and regulators," the antitrust bulletin, 58:1 (2013), pp. 19-68.

liu, b., g. cai, and a.a. tsay, "advertising in asymmetric competing supply chains," production & operations management, 23:11 (2014), pp. 1845-1858.

tsay, a.a., "designing and controlling the outsourced supply chain," foundations and trends in technology, information and operations management, 7:1-2 (2014), pp. 1-160.doi: 10.1561/0200000030   also packaged as a 174-page book. download free pdf .the provides full background information.

cheng, z., a.a. tsay, and x. yang, "a stochastic decision model for strategic supplier relationship portfolio management," international journal of advanced operations management, 7:1 (2015), pp. 1-21.

wang, l., g. cai, a.a. tsay, and a.j. vakharia, "reverse channel design: profitability vs. environmental benefits," sustainability in logistics and supply chain management: new designs and strategies, w. kersten, t. blecker and c.m. ringle (eds.), epubli gmbh berlin, 2015, pp. 153-181.

cohen, m.a., s. cui, r. ernst, a. huchzermeier, p. kouvelis, h.l. lee, h. matsuo, m. steuber, and a.a. tsay, "insights from the global supply chain benchmark study 2015 – off-, on- or reshoring: benchmarking of current manufacturing location decisions," the global supply chain benchmark consortium, march 2016. http://opim.wharton.upenn.edu/fd/resources/partnerships.html

shunko, m., h.t. do, and a.a. tsay, "supply chain strategies and international tax arbitrage," production & operations management, 26:2 (2017), pp. 231-251.

cheng, z., x. yang, and a.a. tsay, "designing compound supply contracts in open supply chains facing uncertain demand and price," annals of operations research, 257:1-2 (2017), pp.519-536.

wang, l., g. cai, a.a. tsay, and a.j. vakharia, "design of the reverse channel for remanufacturing: must profit-maximization harm the environment?," production & operations management, 26:8 (2017), pp.1585-1603.

zheng, xiaona, luping sun, and a.a. tsay, "distribution channel strategies and retailer collusion in a supply chain with multiple retailers," asia-pacific journal of operational research, 35:3 (2018), pp.1850014-1 - 1850014-27.

tsay, a.a., j.v. gray, i.j. noh, j.t. mahoney, "a review of production and operations management research on outsourcing in supply chains: implications for the theory of the firm," production & service operations management, 27:7 (2018), pp.1177-1220.

cohen, m.a., s. cui, r. ernst, a. huchzermeier, p. kouvelis, h.l. lee, h. matsuo, m. steuber, and a.a. tsay, "benchmarking global production sourcing decisions: where and why firms off- and reshore," manufacturing & service operations management, 20:3 (2018), pp.389–402.

shunko, m., h.t. do, and a.a. tsay, "erratum for supply chain strategies and international tax arbitrage," production and operations management, 27:11 (2018), pp.2091.