Michael Fry

Professor Fry is a Professor in the Department of Operations, Business Analytics & Information Systems, and he is currently Academic Director of the UC Center for Business Analytics. Professor Fry served as Department Head from 2014 - 2018, and he has been named a Lindner Research Fellow. Professor Fry has been a visiting professor in the Samuel Curtis Johnson Graduate School of Management at Cornell University and the Sauder School of Business at the University of British Columbia. He earned his PhD in industrial and operations engineering from the University of Michigan. His research interests are in applying analytical methods to decision-making in application areas such as supply-chain management and public-policy operations. Professor Fry has worked with many organizations in his consulting and research including Dell Computer, Coleman Company, Great American Insurance, Procter & Gamble, Cincinnati Fire Department, United States Environmental Protection Agency, Vancouver City Savings Credit Union, State of Ohio Election Commission, Mt. Sinai Hospital and many others.

Ph D: University of Michigan 2002 (Industrial and Operations Engineering)

MS: University of Michigan 1998 (Industrial and Operations Engineering)

BS: Texas A&M University 1996 (Industrial Engineering)

08-15-2014 - Head, Department of Operations, Business Analytics & Information Systems, University of Cincinnati,

08-15-2014 - Professor, Department of Operations, Business Analytics & Information Systems, University of Cincinnati,

2010 -2015 Co-owner, Optilytics, LLC,

06-2015 -08-2015 Interim Director, Center for Business Analytics,

01-2013 -08-15-2014 Assistant Director, Center for Business Analytics,

09-2008 -08-14-2014 Associate Professor, Department of Operations, Business Analytics & Information Systems, University of Cincinnati,

09-2011 -08-2012 Visiting Professor, Sauder School of Business, University of British Columbia,

09-2008 -07-2011 Visiting Associate Professor, The Johnson School, Took Professional Leave of Absence from University of Cincinnati to accept visiting faculty position at The Johnson School, Cornell University., Cornell University,

01-2002 -08-2008 Assistant Professor, Department of Quantitative Analysis and Operations, University of Cincinnati,

Investigators:Kelton, David; Fernandez, Emmanuel; Fry, Michael; Magazine, Michael; Rao, Uday 2011 -2012 University of Cincinnati Research Council Interdisciplinary Faculty Research Support Grant Program Demand Modeling, Simulation, and Optimal Operational Models for Large-Scale Problems in Manufacturing and Service Enterprises 25000 Funded Type:Grant Level:The University of Cincinnati

Investigators:Fry, Michael; Kelton, David; Allen, Ted 10-2010 -2011 National Science Foundation Collaborative Research: Designing Efficient and Equitable Allocations for Voting Systems 388446 Not Funded Type:Sponsored Research Level:Federal

Investigators:Fry, Michael; Kelton, David; Allen, Ted 2009 -2010 National Science Foundation Allocating Voting Equipment for Efficiency and Equity 385179 Not Funded Type:Sponsored Research Level:Federal

Investigators:Fry, Michael; Magazine, Michael; Rao, Uday -2007 RFID Solutions Center/US Air Force Developing Business Case Studies for Hazardous/Perishable Materials Storage 60000

Investigators:Fry, Michael; Camm, Jeff -2007 LeanCor Logistics/Starbucks Coffee Company Facility Location and Inventory Analysis of Starbuck Coffee Company 17500 Level:Private

Investigators:Fry, Michael; Ohlmann, J. -2007 Weil-Thoman Moving & Storage and Hamilton County Board of Elections Route Designs for Delivery and Pickup of Voting Booths in Hamilton County 12000

Investigators:Fry, Michael -2007 College of Business Summer Research Proposal Support Voting Machine Allocation Strategies to Promote Efficiency and Equity 10000

Investigators:Fry, Michael -2006 College of Business Summer Research Proposal Support Vehicle Routing in a Lean Manufacturing Supply Chain 10000

Investigators:Fry, Michael -2005 Copeland Corporation Development of an Interactive Inventory Tool 20000

Investigators:Fry, Michael -2005 College of Business Summer Research Proposal Support Incorporating Customer Risk Perceptions from Extreme Events into Sequential Decision Models 10000

Grant: #SES-2026594 Investigators:Bhiwapurkar, Pravin; Black, Ann; Fry, Michael; Harfmann, Anton; Linders, Annulla; Nassif, Nabil; Rebola, Claudia; Tang, Ming; Wendell, David 01-01-2021 -12-31-2021 National Science Foundation Future of Work: Understanding the interrelationships between humans and technology to improve the quality of work life in smart buildings. Role:Collaborator $149,720.00 Awarded Level:Federal

Grant: #75D30122P14105 Investigators:Fry, Michael 08-01-2022 -07-31-2023 Centers for Disease Control and Prevention Enterprise Silver Membership NIOSH UC Center for Business Analytics Role:PI 15000.00 Awarded Level:Federal

Grant: #75D30123P17211 Investigators:Fry, Michael 08-01-2023 -07-31-2024 Centers for Disease Control and Prevention 2023-24 Enterprise Silver Membership NIOSH UC Center for Business Analytics Role:PI 15000.00 Hold Level:Federal

Published Abstracts

Fry, Michael;Mai, Feng;Jeff Applying Expectation-Maximization Algorithms to Vehicle-Routing Problems .[Abstract]

Magazine, Michael;Fry, Michael;Gillerlain, Zachary Carbon Footprint for Sustainability .[Abstract]

Qin, Fei;Rao, Uday;Fry, Michael Consumer Trade-in Program Design and the Quality of Returns .[Abstract]

Fry, Michael;Jeff Ohlmann;Rusty Meyers Decomposition Approach to Comprehensive Logistics Planning .[Abstract]

Fry, Michael;Muer; Operational Improvements for ICU Telemedicine Systems .[Abstract]

Other Publications

Li, Xuanjing; Liu, Dacheng; Yang, Muer; Fry, Michael; Xie, Xiaolei Can dedicated staff scheduling be better than flexible staff scheduling for tele-ICUs? Results from a discrete-event simulation model . Medical Decision Making

Becker, Christian; Fusaro, Mario; Fry, Michael; Yang, Muer; Scurlock, Corey Optimizing tele-ICU Operational Efficiency through Workflow Process and Priority Restructuring . Critical Care Medicine

Wang, Xinfang; Yang, Muer; Fry, Michael Scenario-Robust Optimization Models for Pre-positioning Relief Supplies . European Journal of Operational Research

Mai, Feng; Fry, Michael; Ohlmann, Jeff (12-2018. ) Model-Based Capacitated Clustering using Posterior Regularization .271 (3 ) , European Journal of Operational Research

Wang, Xinfang; Yang, Muer; Fry, Michael Scenario-Robust Optimization Models for Pre-positioning Relief Supplies . European Journal of Operational Research

Camm, Jeff; Fry, Michael; Shaffer, Jeffrey Allen (11-2017. ) A Practitioner"s Guide to Best Practices in Data Visualization .47 (6 ) , Interfaces

Adler, Nicole; Hermel, Dror; Hasheminia, Hamed; Fry, Michael (2016. ) A Solution Framework for the Multi-Mode Resource Constrained Cross-Dock Scheduling Problem .59 , OMEGA

Qin, Fei; Mai, Feng; Fry, Michael; Raturi, Amit (2016. ) Supply-Chain Performance Anomalies: Fairness Concerns under Private Cost Information .252 (1 ) , European Journal of Operational Research

Zhang, Ruonan; Fry, Michael; Krishnan, Harish (2015. ) Efficiency and Equity in Healthcare: An Analysis of Resource Allocation Decisions in a Long-Term Home Care Setting .53 (3 ) , INFOR: Information Systems and Operational Research

Wang, Xinfang; Yang, Muer; Fry, Michael (2015. ) Efficiency and Equity Tradeoffs in Voting Machine Allocation Problems .66 (8 ) , Journal of the Operational Research Society

Yang, Muer; Fry, Michael; Scurlock, Corey (2015. ) The ICU Will See You Now: Efficiency-Equity Based Allocation Policies for a Surgical ICU .47 (6 ) , IIE Transactions

Yang, Muer; Fry, Michael; Kelton, David; Allen, Ted (2014. ) Improving Voting Systems through Service-Operations Management .23 (7 ) , Production and Operations Management

Fry, Michael; Ohlmann, Jeffrey W Hierarchical Logistics Planning with Inventory Considerations .

Yang, Muer; Fry, Michael; Raikelkar, Jayashree; Chin, Cynthia; Anyanwu, Anelechi; Brand, Jordan; Scurlock, Corey (2013. ) A Model to Create an Efficient and Equitable Admission Policy for Patients Arriving to the Cardiothoracic Intensive Care Unit .41 (2 ) , Critical Care Medicine

Yang, Muer; Allen, Ted; Fry, Michael; Kelton, David (2013. ) The Call for Equity: Simulation-Optimization Models to Minimize the Range of Waiting Timesinimize Inequity .45 (7 ) , IIE Transactions

Fry, Michael; Shukairy, F. Alan (2012. ) Searching for Momentum in the National Football League .8 (1 ) , Journal of Quantitative Analysis in Sports

Liu, Yong; Qin, Fei; Fry, Michael; Raturi, Amit (2012. ) Multi-period Modeling of Two-way Price Commitment Under Price-dependent Demand .221 (3 ) , European Journal of Operational Research

Magazine, Michael; Gillerlain, Zachary; Fry, Michael Supply Chain Design for the Triple Bottom Line .

Ohlmann, Jeffrey; Gibson, Matthew; Fry, Michael (2010. ) An Agent-Based Stochastic Ruler Approach for a Knapsack Problem with Sequential Competition .37 (3 ) , Computers & Operations Research

Bailey, Matthew; Fry, Michael (2010. ) What are the Odds? A Structred Approach for Unstructured Problems .10 (2 ) , INFORMS Transactions on Education

Yang, Muer; Fry, Michael; Kelton, David (2009. ) Are All Queues Created Equal? . Winter Simulation Conference Proceedings

Fry, Michael; Ohlmann, J. (2009. ) Route Design for Delivery of Voting Machines in Hamilton County, Ohio .39 (5 ) , Interfaces

Rosales, Claudia; Fry, Michael; Radhakrishnan, Rajesh (2009. ) Transfreight Reduces Costs and Balances Workload at Georgetown Crossdock .39 (4 ) , Interfaces

Bichescu, Bogdan C.; Fry, Michael; Polak, George (2009. ) Workload Balancing through Recurrent Subcontracting .18 (1 ) , Production and Operations Management

Liu, Y.; Fry, Michael; Raturi, Amit (2009. ) Retail Price Markup Commitment in Decentralized Supply Chains .192 (1 ) , European Journal of Operations Research

Bichescu, B.; Fry, Michael (2009. ) Vendor-Managed Inventory and the Effect of Channel Power .31 (1 ) , OR Spectrum

Fry, Michael; Bichescu, B. (2008. ) A Numerical Analysis of Supply Chain Performance under Split Decision Rights .37 (2 ) , Omega

Fry, Michael (2008. ) Teaching Problem Solving Techniques to MBA Students through Supply Chain Management .8 (2 ) , INFORMS Transactions on Education

Ohlmann, J.; Fry, Michael; Thomas, B. (2008. ) Vehicle Routing in a Lean Manufacturing Supply Chain .42 (3 ) , Transportation Science

Fry, Michael; Lundberg, A.; Ohlmann, J. (2007. ) A Player Selection Heuristic for a Sports League Draft .3 (2 ) , Journal of Quantitative Analysis of Sports

Fry, Michael; Magazine, Michael; Rao, Uday (2006. ) Firefighter Staffing with Temporary Absences and Wastage .54 (2 ) , Operations Research

Liu, Y.; Fry, Michael; Raturi, Amit (2006. ) Vertically Restrictive Pricing in Supply Chains with Price Dependent Demand .53 (6 ) , Naval Research Logistics

Fry, Michael; Kapuscinkski, R.; Olsen, T. (2001. ) Coordinating Production and Delivery Under a (z, Z)-type Vendor Managed Inventory Contract .3 (2 ) , Manufacturing & Service Operations Management

Published Books

Camm, Jeff; Cochran, Jim; Fry, Michael; Ohlmann, Jeff Business Analytics, 4th Edition .Cengage

Anderson, David; Sweeney, Dennis; Williams, Tom; Camm, Jeff; Cochran, Jim; Fry, Michael; Ohlmann, Jeff (2020. ) Statistics for Business and Economics, 14th Edition .Cengage

Camm, Jeffrey; Cochran, James; Fry, Michael; Ohlmann, Jeffrey; Anderson, David; Sweeney, Dennis; Williams, Tom (2019. ) Business Analytics, 3rd Edition .Cengage

Anderson, David; Sweeney, Dennis; Williams, Tom; Camm, Jeff; Cochran, Jim; Fry, Michael; Ohlmann, Jeff Modern Business Statistics, 7th Edition .Cengage

Anderson, David; Sweeney, Dennis; Williams, Tom; Camm, Jeff; Cochran, Jim; Fry, Michael; Ohlmann, Jeff (2018. ) An Introduction to Management Science, 15th Edition .Cengage

Camm, Jeff; Cochran, James; Fry, Michael; Ohlmann, Jeff; Anderson, David; Sweeney, Dennis; Williams, Tom (2017. ) Essentials of Business Analytics, 2nd Edition .Cengage

Anderson, David; Sweeney, Dennis; Williams, Tom; Camm, Jeff; Fry, Michael; Cochran, Jim; Ohlmann, Jeff (2016. ) Quantitative Methods for Business, 13th Edition .Cengage

Anderson, David; Sweeney, Dennis; Williams, Tom; Camm, Jeff; Cochran, James; Fry, Michael; Ohlmann, Jeffrey (2016. ) An Introduction to Management Science, 14th Edition .South-Western, Cengage Learning

Faulin, Javier; Fry, Michael; Juan, Angel; Grasman, Scott (2012. ) Decision Making in Service Industries: A Practical Approach .CRC Press

Anderson, David; Sweeney, Dennis; Williams, Tom; Camm, Jeff; Cochran, James; Fry, Michael; Ohlmann, Jeffrey (2012. ) Quantitative Methods for Business, 12th Edition .South-Western, Cengage Learning

Fry, Michael Anthology of Operations Research in Sports .Palgrave/INFORMS

Book Chapter

Fry, Michael; Yang, Muer (2013 ) Using OR to Overcome Challenges in Implementing New Voting Technologies Wiley Encyclopedia of Operations Research and Management Science

Huang, Yi-Chin; Fry, Michael; Lin, Alex C. (2012 ) Logistics and Retail Pharmacies: Providing Cost-Effective Home Delivery of Prescriptions Taylor and Francis, Decision Making in Service Industries: A Practical Approach

Fry, Michael (2011 ) Vendor-Managed Inventory Hoboken, NJ, USA, John Wiley & Sons, Inc.

Bichescu, Bogdan C; Fry, Michael (2009 ) Vendor-Managed Inventory and the Effect of Channel Power Springer

Fry, Michael; Kapuscinski, R.; Olsen, T. (2001 ) Vendor Managed Inventory in a Production Constrained Setting New Directions in Supply-Chain Management: Technology, Strategy, and

Invited Presentations

Fry, Michael (07-2019. ) An Application of Prescriptive Analytics: Voting Machine Allocation Problem .Leadership Ohio Academy, Cincinnati, OH. Seminar. .

Fry, Michael; Wegryn, Glenn (04-2019. ) UPS George D. Smith Prize Finalist Presentation .Analytics Conference 2019, INFORMS, Austin, TX. Conference. .

Fry, Michael (09-2017. ) Analytics to Improve Decision Making Under Unvertainty .Center for Clinical Effectiveness and Patient-Centered Research, University of Cincinnati College of Medicine, Cincinnati, OH. Seminar. .

Fry, Michael (09-2017. ) Data Visualization and Analytics .Introduction to Medical Informatics, University of Cincinnati Informatics, Cincinnati Children"s Hospital. Seminar. . Level:Local

Fry, Michael (04-2017. ) Analytics Programs at the University of Cincinnati: A Partnership with Industry .Data Science and Advanced Analytics Forum, SAS, Cary, NC. Conference. . Level:International

Fry, Michael (02-2017. ) Analytics and Uncertainty .Lunch and Learn, CPCU, Fairfield, OH. Seminar. .

Fry, Michael; (03-2016. ) State of Supply Chain Analytics Research .Supply Chain Analytics, Ohio State University Operations Excellence Center, Columbus, OH. Conference. .

Camm, Jeffrey D.; Fry, Michael; (10-30-2014. ) Analytics @ UC .Seminar at GE Aviation, GE Aviation, Cincinnati, Ohio. Seminar. . Level:Regional

Qin, Fei; Rao, Uday; Fry, Michael (11-16-2013. ) Consumer Trade-in Program Design and the Role of Retailers .DSI Annual Meeting 2013, Decision Science Institute, Baltimore, Maryland. Conference. . Level:International

Qin, Fei; Rao, Uday; Fry, Michael (10-08-2013. ) Consumer Trade-in Program Design and the Role of Retailers .INFORMS Annual 2013, Institute for Operations Research and the Management Sciences, Minneapolis,MN. Conference. . Level:International

Fry, Michael (10-2012. ) Are All Queues Created Equal? An Analysis of Election Operations under New Voting Technologies .Ralph St. John Seminar, Bowling Green State University,

Fry, Michael; Ohlmann, Jeffrey (10-2011. ) Teaching OR through SpORts Analytics .INFORMS Teaching Colloquium, INFORMS, Charlotte, NC. Level:International

Magazine, Michael; Gillerlain, Zachary; Fry, Michael (2010. ) INFORMS,

Magazine, Michael; Gillerlain, Zachary; Fry, Michael (11-2010. ) Locating Stores to Improve the Triple Bottom Line .INFORMS, Austin, TX.

Fry, Michael; Shukairy, F. Alan (10-2009. ) Searching for Momentum in the NFL .INFORMS Annual Conference, INFORMS, San Diego, CA. Level:International

Fry, Michael; Ohlmann, Jeffrey W (10-2008. ) Route Design for Delivery of Voting Machines in Hamilton County, Ohio .INFORMS Conference, INFORMS, Washington, DC. Level:International

Fry, Michael (10-2008. ) Determining Optimal Firefighter Staffing Levels .The Johnson School Invited Seminar Series in Operations Management, Cornelll University, Ithaca, NY.

Fry, Michael (04-2008. ) Route Designs for Lean Supply Chains .University of Alabama Invited Research Seminar, Tuscaloosa, AL.

Rosales, Claudia; Fry, Michael (11-04-2007. ) Optimal Inbound Trailer Allocation at a Crossdock-Optimizing Operations and Balancing Workload .INFORMS National Conference, INFORMS, Seattle, WA, USA. Level:International

Fry, Michael (05-2007. ) Defining Research Expectations for New Faculty Members .POMS Conference, Dallas, TX.

Fry, Michael (05-1999. ) The State of Graduate Education from a Ph.D. Student Perspective .INFORMS Cincinnati Conference,

04-2019 UPS George D. Smith Prize Led application and presentation on behalf of OBAIS Department for 2019 INFORMS UPS George D. Smith Prize Award Level:International Type:Leadership

05-2013 Lindner Research Fellow Level:College Type:Scholarship/Research

03-2013 Michael L. Dean Excellence in Classroom Education and Learning Graduate Teaching Award Level:College Type:Teaching

11-2011 Best Paper Prize, 2nd Place Best paper prize received for work, "Using Operations Research to Improve Voting Systems." Level:International Type:Scholarship/Research

03-2010 Elected to Supply Chain Thoughtleaders Council Level:International Type:Leadership

06-2008 Daniel H. Wagner Prize for Excellence in Operations Research Practice Finalist Level:International Type:Scholarship/Research

12-2007 INFORMS Outstanding Young Member Award Type:Scholarship/Research

2007 POMS Emerging Scholars Participant

11-2007 Scholar Exchange Participant, Audencia University Level:International

2006 Daniel J. Westerbeck Junior Faculty Graduate Teaching Award

2003 INFORMS Young Researchers Roundtable Member Appointed 2003

2001 Rackham Pre-doctoral Fellowship Nominee

11-2000 INFORMS Doctoral Colloquium

11-2000 MSOM Student Paper Competition Finalist

1999 Intel Foundation Graduate Fellow 1998-1999

1998 Graduate Assistant in the Area of National Needs Fellow 1997-1998

1997 University of Michigan Dean’s Fellow 1996-1997

Namavari, Hamed Status:In-Process 2016

Reyes, Joe Master"s Thesis Committee Chair Status:In-Process 2016

Singh, Ishan Master"s Thesis Committee Member Status:Completed 08-2016

He, Yunzheng Master"s Thesis Committee Chair Status:Completed 12-2015

Das, Auroshis Master"s Thesis Committee Member Status:Completed 2015

Saeugling, Lee Master"s Thesis Committee Member Status:Completed 2015

Yang, Zhenrui Master"s Thesis Committee Member Status:Completed 2015

Barker, Brad Master"s Thesis Committee Member 2015

Yang, Yang Master"s Thesis Committee Chair Status:Completed 08-2015

Mai, Feng Dissertation Committee Chair Status:Completed 06-2015

Singh, Apury Master"s Thesis Committee Chair Status:Completed 04-2015

Adhikarla, Swati Master"s Thesis Committee Member Status:Completed 04-2015

Rajendran, Vignesh Master"s Thesis Committee Chair Status:In-Process 2014

Kumbara, Abhi Master"s Thesis Committee Member Status:In-Process 2014

Fant, Chris Master"s Thesis Committee Member 2014

Mai, Lingchong Master"s Thesis Committee Member 2014

Schmucki, Matt Master"s Thesis Committee Member 2014

Narayanaswamy, Subramanian Master"s Thesis Committee Member 2014

Phipps, Joshua Master"s Thesis Committee Chair Status:In-Process 2014

Jacobsen, Ole Master"s Thesis Committee Chair 2014

Qin, Fei Dissertation Committee Chair Status:In-Process 2014

Kuppusamy, Saravanan Dissertation Committee Member Status:Completed 08-2014

Roa, Kevin Master"s Thesis Committee Chair Status:Completed 2013

Prasser, Ryan Master"s Thesis Committee Chair Status:Completed 2013

Song, Weijing Master"s Thesis Committee Chair Status:Completed 2013

Guo, Zhen Master"s Thesis Committee Member Status:Completed 2013

Hermel, Dror Dissertation Committee Member Status:In-Process 2013

Yang, Muer Dissertation Committee Chair Status:Completed 2012

Rosales, Claudia Dissertation Committee Member 2011

Bernstein, Michael Master"s Thesis Committee Member Status:Completed 2010

Huang, Yi-Chin Cher Master"s Thesis Committee Chair Status:In-Process 2010

Platt, Michael Master"s Thesis Committee Member Status:Completed 06-2009

Vaysman, Larisa Master"s Thesis Committee Chair Status:In-Process 06-2009

Liu, Jun Dissertation Defense Committee Member Status:In-Process 12-2008

Shukairy, Alan Master"s Thesis Committee Chair 2008

Shane, Michael Supervised Teaching Activity Status:Completed 08-2008

Rosales, Claudia Master"s Thesis Committee Chair 09-2007

Healey, Jonathan Master"s Thesis Committee Member Status:Completed 09-2007

Healey, Jonathan Master"s Thesis Committee Member Status:Completed 11-2006

Lundberg, Andrew Master"s Thesis Committee Chair Status:Completed 08-2006

LaRosa, Rachel Master"s Thesis Committee Member Status:Completed 08-2006

Bichescu, Bogdan Dissertation Committee Chair Status:Completed 07-2006

Carter, Robert Master"s Thesis Committee Member Status:Completed 05-2006

Liu, Yong Dissertation Committee Chair Status:Completed 12-2005

Huang, Ying Master"s Thesis Committee Member Status:Completed 11-2005

Bichescu, Bicky Master"s Thesis Committee Chair Status:Completed 08-2005

Bessire, Paul Master"s Thesis Committee Chair Status:Completed 06-2005

Reddy, Neelima Master"s Thesis Committee Member Status:Completed 06-2005

Radhakrishnan, Rajesh Master"s Thesis Committee Member Status:Completed 02-2004

Kulkarni, Samir Master"s Thesis Committee Member Status:Completed 02-2004

Eisner, Neil Master"s Thesis Committee Chair Status:Completed 10-2003

INTERalliance (Prepare and teach local high-school students who are attending the week-long INTERalliance camp at UC focused on analytics. Students visit company partners and work on project throughout the week that is presented in front of judges (including me) and parents. ) Workshop Organizer Type:Community Service Level:Public 2018

Speaking on Analytics at UC (Give various presentation on analytics in general and analytics capabilities at UC to various industry groups. ) Guest Speaker Type:Community Service Level:Public 01-2015

Ohio & Kentucky Chief Data Officers Inner Circle (Serve on governing body of Cincinnati CDO. Attend meetings, act as discussion leader, represent UC as well as higher-education analytics programs in general. ) Board Member Type:Community Service Level:Public 03-2014

Ohio Automotive Industry Council Attendee, Meeting Type:Community Service Level:Public 12-2009 -12-2009

Analytics Cluster Hire Steering Committee Committee Member Type:University Level:University 04-2015

School of Criminal Justice PhD Program Review (Perform program review for UC School of Criminal Justice PhD Program. ) Committee Member Type:University Level:University 08-2017 -12-2017

College of Medicine, Department of Biomedical Informatics Hiring Committee Committee Member Type:University Level:University 03-2015 -01-2016

IT & Computing Task Force Committee Member Type:University Level:University 2013 -2014

APICS Student Chapter Faculty Advisor Type:Departmental Service Level:Department 2012 -2013

Hot Topics in Supply Chain Management Conference Committee Member Type:Departmental Service Level:Department 2004 -2013

MBA Case Competition Judge Type:Departmental Service Level:Department 2012 -2012

DRPT Committee Committee Member Type:Departmental Service Level:Department 10-2010 -2011

QAOM Seminar Series (Organize QAOM Seminar Series ) Committee Chair Type:Departmental Service Level:Department 2010 -2011

APICS Student Chapter Faculty Advisor Type:Departmental Service Level:Department 08-2009 -09-2010

APICS Student Chapter Faculty Advisor Type:Departmental Service Level:Department 2006 -2008

DRPT Committee Committee Member Type:Departmental Service Level:Department 2002 -2005

Department Head Search Committee Committee Member Type:Departmental Service Level:Department 2003 -2003

Full Time MBA Teaching Committee (Review, evaluate, coordinate teaching in full-time MBA courses. ) Committee Member Type:University/College Service Level:University 08-2018

Executive Committee Committee Member Type:University/College Service Level:University 08-2014 -08-2018

Career Services Hiring Committee Committee Member Type:University/College Service Level:University 05-2017 -05-2017

MBA Case Competition Judge Type:University/College Service Level:University 2013 -2013

College Strategy Committee Committee Member Type:University/College Service Level:University 09-2012 -2013

Certificate in Operations Excellence (Program Coordinator for Certificate in Operations Excellence ) Committee Chair Type:University/College Service Level:University 09-2010 -09-2011

MBA Case Competition Judge Type:University/College Service Level:University 2010 -2010

MBA Admissions Committee Committee Member Type:University/College Service Level:University 01-2010 -05-2010

MBA Admissions Committee Committee Member Type:University/College Service Level:University 2007 -2008

College of Business Awards Committee Committee Member Type:University/College Service Level:University 2007 -2007

Undergraduate Programs Committee Committee Member Type:University/College Service Level:University 2003 -2004

INFORMS University Analytics Program Industry Committee (Committee to evaluation how well academic analytics programs are preparing graduates for industry positions in the field of analytics. ) Committee Member Type:Prof. Org. Level:Service to Professional Associations 08-2018

George Nicholson Prize Committee (Award committee for most prestigious INFORMS Student Paper competition: George Nicholson Prize. ) Committee Member Type:Prof. Org. Level:Service to Professional Associations 2017

INFORMS Meeting of Analytics Program Directors (Organize meeting for Masters Program Directors of Analytics programs. ) Co-Chairperson Type:Prof. Org. Level:Service to Professional Associations 2017

Production and Operations Management Journal Editorial Review Board Member Type:Prof. Org. Level:Service to Professional Associations 04-2015

Promotion and Tenure Letters (Write letters for promotion and tenure cases at other universities including Indiana, Alabama, others. ) Type:Prof. Org. Level:Service to Professional Associations 01-2015

OMEGA: The International Journal of Management Science Editor, Associate Editor Type:Prof. Org. Level:Service to Professional Associations 2014

Journal of Quantitative Analysis in Sports, Editorial Board Member Type:Prof. Org. Level:Service to Professional Associations 2005

Management Science, Manufacturing & Service Operations Management, IIE Transactions, Naval Research Logistics, Interfaces, Annals of OR, Production and Operations, Management, European Journal of Operations Research, Computers & Industrial Engineering, Omega, INFORMS Transactions on Education, Journal of Quantitative Analysis in Sports, OR Spectrum Referee Type:Prof. Org. Level:Service to Professional Associations 01-2002

INFORMS Journal of Applied Analytics Review Committee (Assemble and direct review team to evaluate INFORMS Journal of Applied Analytics (formerly, interfaces) including the performance of the journal and the current editor. Determine if editor should be reappointed to position. ) Chairperson Type:Prof. Org. Level:Service to Professional Associations 2018 -2019

INFORMS Impact Prize Chairperson Type:Prof. Org. Level:Service to Professional Associations 2015 -2018

INFORMS Innovation in Analytics Prize Committee Member Type:Prof. Org. Level:Service to Professional Associations 2015 -2016

INFORMS Poster Competition Subject Matter Expert Type:Prof. Org. Level:Service to Professional Associations 07-2016 -11-2016

Supply Chain Thought Leaders Conference Co-Chairperson Type:Prof. Org. Level:Service to Professional Associations 01-2016 -07-2016

INFORMS IMPACT Prize Committee Member Type:Prof. Org. Level:Service to Professional Associations 2011 -2014

INFORMS Cincinnati/Dayton Chapter Secretary Type:Prof. Org. Level:Service to Professional Associations 2012 -2013

POMS Supply Chain College Student Paper Competition Chairperson Type:Prof. Org. Level:Service to Professional Associations 2012 -2013

INFORMS Sections/Societies Committee Member Type:Prof. Org. Level:Service to Professional Associations 2011 -2013

INFORMS SPPSN Paper Competition Committee Member Type:Prof. Org. Level:Service to Professional Associations 2012 -2012

POMS Student Paper Competition Committee Member Type:Prof. Org. Level:Service to Professional Associations 2011 -2012

Interfaces (Special Issue Editor on Analytics in Sports ) Editor, Journal Editor Type:Prof. Org. Level:Service to Professional Associations 2009 -2012

INFORMS Poster Session Judge Type:Prof. Org. Level:Service to Professional Associations 2011 -2011

INFORMS Cincinnati-Dayton Chapter Treasurer Type:Prof. Org. Level:Service to Professional Associations 2010 -2011

INFORMS Midwest Conference (Supply Chain Cluster Chair for INFORMS-Midwest Conference ) Track Organizer Type:Prof. Org. Level:Service to Professional Associations 2010 -2011

Decision Sciences Journal, Editorial Review Board Member Type:Prof. Org. Level:Service to Professional Associations 2007 -2011

Greater Cincinnati Chapter of Council of Supply Chain Management Professionals (formerly Council of Logistics Management) Officer, Other Officer Type:Prof. Org. Level:Service to Professional Associations 2002 -2010

INFORMS Interactive Session Poster Judge Type:Prof. Org. Level:Service to Professional Associations 11-2010 -11-2010

Production & Operations Management Student Paper Competition (Chair of Supply Chain College"s Student Paper Competition. ) Co-Chairperson Type:Prof. Org. Level:Service to Professional Associations 12-2009 -05-2010

POMS Vancouver Conference Track Organizer Type:Prof. Org. Level:Service to Professional Associations 09-2009 -05-2010

POMS Orlando Conference (Conference Co-chair for Supply Chain College track of talks. ) Track Organizer Type:Prof. Org. Level:Service to Professional Associations 2008 -2009

INFORMS Cincinnati/Dayton Chapter Secretary Type:Prof. Org. Level:Service to Professional Associations 2007 -2008

Hong Kong Research Grants Council Reviewer, Ad Hoc Reviewer Type:Prof. Org. Level:Service to Professional Associations 2005 -2008

INFORMS International Conference Conference-Related Type:Prof. Org. Level:Service to Professional Associations -2007

POMS Conference Conference-Related Type:Prof. Org. Level:Service to Professional Associations -2007

MSOM Conference, Proceedings Review Board Type:Prof. Org. Level:Service to Professional Associations -2006

INFORMS Invited Sessions Organizing Committee Type:Prof. Org. Level:Service to Professional Associations -2005

International Conference on Operations and Supply Chain Management, Review Committee Reviewer, Conference Paper Type:Prof. Org. Level:Service to Professional Associations -2005

Supply Chain Management: A Value Network Approach, John Wiley & Sons Reviewer, Textbook Type:Prof. Org. Level:Service to Professional Associations -2005

INFORMS National Conference (San Francisco, CA, 2005 ; Atlanta, GA, 2003 ; San Jose, CA, 2002 ) Conference-Related Type:Prof. Org. Level:Service to Professional Associations 2002 -2005

Undergraduate Programs Committee Member Type:Prof. Org. Level:Service to Professional Associations 2003 -2004

INFORMS International Conference Conference-Related Type:Prof. Org. Level:Service to Professional Associations -2001

Council of Supply Chain Management Professionals,

Junior Facility Interest Group (JFIG) Institute for Operations Research and the Management Sciences,

Manufacturing and Service Operations Management (MSOM) Subdivision Institute for Operations Research and the Management Sciences,

OR in Sports (SpORts) Section Institute for Operations Research and the Management Sciences,

Omega Rho Honor Society,

College of Supply Chain Management Production and Operations Management Society,

The Association for Operations Management,

01-2015: Decision Sciences Institute,

DECISION MODELING

MS CAPSTONE(INTERN)

MS CAPSTONE(INTERN)

SUPPLY CHAIN MGMT

MS CAPSTONEINTERN

DECISION MODELING

SUPPLY CHAIN MGMT

Decision Modeling

Decision Modeling

Independent Study in Business Analytics

Independent Study in Operations Management

Independent Study in Business Analytics

Independent Study in Business Analytics

Independent Study in IS

Independent Study in Operations Management

IND STUDY IN OM

SUPPLY CHAIN MGMT

SUPPLY CHAIN STRAT

CASE STUDIES

SUPPLY CHAIN MGMT

SUPPLY CHAIN STRAT

Supply Chain Management

Supply Chain Strategy & Analysis

Supply Chain Mgmt

Supply Chain Strategy & Analysis

Mgt of Operations

Supply Chain Mgmt

Supply Chain Strategy & Analysis

Mgt of Operations

Supply Chain Strategy & Analysis

QA in Sports - Honors

Supply Chain Mgmt

Supply Chain Strategy & Analysis

Mgt of Operations

Special Topics in OM

Supply Chain Mgmt

Mgt of Operations

Mgt of Operations

PRISM I

Supply Chain Mgmt

PRISM I

Supply Chain Mgmt

Supply Chain Strat