overview
Andrew's research interests include productivity and efficiency measurement, benchmarking, and production economics. He is an associate editor of IIE Transactions and a member of IIE, INFORMS, National Eagle Scout Association, and German Club of Virginia Tech. He is a co-organizer for the Spring 2016 NSF Workshop to Redefine Broader Impacts.
education and training
- Ph.D. in Industrial and Systems Engineering, minor in Econometrics, Georgia Institute of Technology - (Atlanta, Georgia, United States) 2006
- M.Sc. in Industrial and Systems Engineering, Georgia Institute of Technology - (Atlanta, Georgia, United States) 2002
- B.Sc. in Industrial and Systems Engineering, minor in Economics and Business, Virginia Tech - (Blacksburg, Virginia, United States) 2001
selected publications
Academic Articles60
- Preciado Arreola, J. L., Johnson, A. L., Chen, X. C., & Morita, H. (2020). Estimating stochastic production frontiers: A one-stage multivariate semiparametric Bayesian concave regression method. European Journal of Operational Research. 287(2), 699-711.
- Kuosmanen, T., & Johnson, A. L. (2020). Conditional Yardstick Competition in Energy Regulation. Energy Journal. 41(01), 67-92.
- Preciado Arreola, J. L., Yagi, D., & Johnson, A. L. (2020). Insights from machine learning for evaluating production function estimators on manufacturing survey data. Journal of Productivity Analysis. 53(2), 181-225.
- Layer, K., Johnson, A. L., Sickles, R. C., & Ferrier, G. D. (2020). Direction selection in stochastic directional distance functions. European Journal of Operational Research. 280(1), 351-364.
- Yagi, D., Chen, Y., Johnson, A. L., & Kuosmanen, T. (2020). Shape-Constrained Kernel-Weighted Least Squares: Estimating Production Functions for Chilean Manufacturing Industries. Journal of business & economic statistics. 38(1), 43-54.
Chapters6
- Johnson, A. L., & Lee, C. (2017). PREDICTIVE EFFICIENCY ANALYSIS. Advances in DEA Theory and Applications. 404-418. John Wiley & Sons, Ltd.
- Johnson, A. L. (2017). STOCHASTIC DEA. Advances in DEA Theory and Applications. 85-99. John Wiley & Sons, Ltd.
- Johnson, A. L., & Kuosmanen, T. (2015). An Introduction to CNLS and StoNED Methods for Efficiency Analysis: Economic Insights and Computational Aspects. Benchmarking for Performance Evaluation. 117-186. Springer India.
- Kuosmanen, T., Johnson, A., & Saastamoinen, A. (2015). Stochastic Nonparametric Approach to Efficiency Analysis: A Unified Framework. International Series in Operations Research and Management Science. International Series in Operations Research & Management Science. 191-244. Springer US.
- Lee, C. Y., & Johnson, A. L. (2013). Handbook of Industrial and Systems Engineering. Badiru, A. B. (Eds.), Handbook of Industrial and Systems Engineering, Second Edition. 17-44. CRC Press.
Conference Papers4
- Johnson, A., Carlo, H. J., Jimenez, J. A., Nazzal, D., & Lasrado, V. (2009). A greedy heuristic for locating crossovers in conveyor-based AMHS in wafer fabs. Proceedings of the ... Winter Simulation Conference. Winter Simulation Conference, 2009 Winter Simulation Conference - (WSC 2009). 1667-1676.
- Johnson, A. L., & McGinnis, L. F. (2009). The hyperbolic-oriented efficiency measure as a remedy to infeasibility of super efficiency models. JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY. 60(11), 1511-1517.
- Johnson, A., Carlo, H. J., Jimenez, J. A., Nazzal, D., Lasrado, V., & IEEE. (2009). A GREEDY HEURISTIC FOR LOCATING CROSSOVERS IN CONVEYOR-BASED AMHS IN WAFER FABS. Proceedings of the ... Winter Simulation Conference. Winter Simulation Conference. 1634-+.
- Nazzal, D., Johnson, A., Carlo, H. J., & Jimenez, J. A. (2008). An analytical model for conveyor based AMHS in semiconductor wafer fabs. Proceedings of the ... Winter Simulation Conference. Winter Simulation Conference, 2008 Winter Simulation Conference (WSC). 2148-2155.
recent teaching activities
- ENGR402 Hnr-interdisc Design Ii Instructor
- ISEN302 Econ Anly Engr Project Instructor
- ISEN302 Econ Anly Engr Project: Grc Instructor
- ISEN410 Advanced Engineering Economy Instructor
- ISEN605 Matl Handling Systems Instructor
chaired theses and dissertations
- Yagi, Daisuke (2018-08). Theory and Application of Local Weighted Shape Constrained Estimators for Analyzing Census of Manufacturing Data. (Doctoral Dissertation)
- Preciado Arreola, Jose Luis (2016-05). Functional Estimator Selection Techniques for Production Functions and Frontiers. (Doctoral Dissertation)
- Crispim Sarmento, Marcella (2016-04). Identification of Benchmark and Investigation of Cost Drivers in Hospital Industry: How Inefficient are U.S. Hospitals?. (Master's Thesis)
- Mekaroonreung, Maethee (2012-10). Production Economics Modeling and Analysis of Polluting firms: The Production Frontier Approach. (Doctoral Dissertation)
Email
ajohnson@tamu.edu
First Name
Andrew
Last Name
Johnson
mailing address
Texas A&M University; Industrial Engineering; 3131 TAMU
College Station, TX 77843-3131
USA