About

Dr. Maxim Terekhov is a Ph.D. Candidate in the Department of Information System and Operations Management at the University of Florida, Warrington College of Business.

Dr. Maxim Terekhov is a performance-focused leader with a distinguished career driving the design and implementation of advanced analytical tools, including data capture, integration, analysis, and reporting solutions to enhance decision-making. He is skilled in collaborating with business, leadership, teams and partners to identify needs, define strategy, and guide the delivery of tools, systems, interfaces and analytics to measure performance against goals, identify trends, and respond immediately to new opportunities or issues.

Dr. Maxim Terekhov is an ASA certified professional statistician and SAS certified programmer with over 10 years of experience in data analysis, predictive modeling and data mining, design, development, testing, implementation and documentation. He is proficient in statistical data analysis, simulation, optimization, linear and nonlinear programming, price elasticity models, regression analysis, including linear, logistic, penalized, Cox prop hazard, fixed, random, and mixed effects, boosted regression, machine learning, including neural networks, clustering, and other techniques implemented using R, SAS, Python, Data Robot, Stata, and other tools.

Prior to joining the University of Florida, Dr. Terekhov earned his M.S. in Biostatistics at Middle Tennessee State University. He also holds an M.B.A. degree from Middle Tennessee State University and a Bachelors degree in Mathematics and Engineering from the Moscow Engineering Physics Institute.

Research Interests

Dr. Terekhov’s primary research interests span across enterprise information, decision support systems, and include data science and machine learning applications in healthcare and financial technologies. Teaching experience includes undergraduate-level courses such as decision analysis, queueing, and project management.

His work is motivated by emerging practice and research issues in the industry, where Dr. Terekhov advanced as a performance-focused leader with a distinguished career driving the design and implementation of advanced analytical tools, including data capture, integration, analysis, and reporting solutions that generate actionable insights to enhance decision-making. Dr. Terekhov is skilled in collaborating with business, leadership, teams and other stakeholders to identify needs, define strategy, and guide the delivery of tools, systems, interfaces and analytics to measure performance against goals, identify trends, and respond immediately to new opportunities or business issues.

His research has been presented at Informs and POMS, published in Production and Operations Management journal, with multiple healthcare-related papers circulated in the official journal of the American Society of Anesthesiologists.

Additional research interests include Economics of Information Systems, Healthcare Analytics, Fintech, Social Media Analytics, Decision Support Systems, Data Science, Machine Learning, and Artificial Intelligence.

Publications

AuthorsTitlePublicationVolumeNumberPagesYearPublisher
Terekhov, Maxim A; Emre Demirezen; Haldun Aytug; Emerging Practice and Research Issues in the Health Insurance IndustryProduction and Operations Management Journalahead of print2023Wiley-Blackwell
Gruss, Calvin; Terekhov, Maxim A; Ehrenfeld, Jesse M; Kunic, Russell J; Wanderer, Jonathan P; Estimating virtual neck circumference for preoperative STOP-BANG assessment: a retrospective cohort studyCanadian Journal of Anesthesia/Journal canadien d’anesthésie631120-1222016Springer
Herline, A; Cone, M; McEvoy, M; Wanderer, J; Terekhov, M; Martin, B; Muldoon, R; Geiger, T; 30-DAY OUTCOMES AFTER INITITATION OF A MULTISPECIALTY-ENHANCED RECOVERY AFTER SURGERY PATHWAY (ERAS) FOR COLON AND RECTAL RESECTIONSDISEASES OF THE COLON & RECTUM585E253-E2542015LIPPINCOTT WILLIAMS & WILKINS TWO COMMERCE SQ, 2001 MARKET ST, PHILADELPHIA …
Ehrenfeld, Jesse M; Wanderer, Jonathan P; Terekhov, Maxim; Rothman, Brian S; Sandberg, Warren S; The Impact of Perioperative Systems Design on Diabetic Patient Outcomes
Terekhov, Maxim; Ehrenfeld, Jesse M; Guillamondegui, Oscar; Wanderer, Jonathan P; Anesthesia Staff Breaks are Associated With a Reduction in Postoperative Adverse Outcomes
McEvoy, Matthew D; Wanderer, Jonathan P; King, Adam B; Geiger, Timothy M; Tiwari, Vikram; Terekhov, Maxim; Ehrenfeld, Jesse M; Furman, William R; Lee, Lorri A; Sandberg, Warren S; A perioperative consult service results in reduction in cost and length of stay for colorectal surgical patients: evidence from a healthcare redesign projectPerioperative Medicine5132016BioMed Central
Terekhov, Maxim A; Ehrenfeld, Jesse M; Wanderer, Jonathan P; Preoperative Surgical Risk Predictions Are Not Meaningfully Improved by Including the Surgical Apgar ScoreAn Analysis of the Risk Quantification Index and Present-On-Admission Risk ModelsThe Journal of the American Society of Anesthesiologists12351059-10662015The American Society of Anesthesiologists
Terekhov, Maxim A; Ehrenfeld, Jesse M; Wanderer, Jonathan P; Predilection for Poor Prediction with the Surgical Apgar Score ReplyANESTHESIOLOGY12451196-11972016LIPPINCOTT WILLIAMS & WILKINS TWO COMMERCE SQ, 2001 MARKET ST, PHILADELPHIA …
Terekhov, Maxim A; Ehrenfeld, Jesse M; Wanderer, Jonathan P; Preoperative Surgical Risk Predictions Are Not Meaningfully Improved by Including the Surgical Apgar Score: An Analysis of the Risk Quantification Index and Present-on-Admission Risk ModelsSurvey of Anesthesiology6031272016LWW
Bulka, Catherine M; Terekhov, Maxim A; Martin, Barbara J; Dmochowski, Roger R; Hayes, Rachel M; Ehrenfeld, Jesse M; Nondepolarizing neuromuscular blocking agents, reversal, and risk of postoperative pneumoniaThe Journal of the American Society of Anesthesiologists1254647-6552016The American Society of Anesthesiologists
Terekhov, Maxim A; Ehrenfeld, Jesse M; Dutton, Richard P; Guillamondegui, Oscar D; Martin, Barbara J; Wanderer, Jonathan P; Intraoperative Care Transitions Are Not Associated with Postoperative Adverse OutcomesThe Journal of the American Society of Anesthesiologists1254690-6992016The American Society of Anesthesiologists
Coute, Ryan A; Ehrenfeld, Jesse M; Gupta, Deepak K; Terekhov, Maxim A; Wanderer, Jonathan P; Electronically self-assessed functional capacity and exercise testing: A comparison of the DASI and PROMIS toolsAmerican Heart Journal2017Mosby
Bulka, CM; Terekhov, MA; Martin, BJ; Dmochowski, RR; Hayes, RM; Ehrenfeld, JM; Nondepolarizing Neuromuscular Blocking Agents, Reversal, and Risk of Postoperative PneumoniaSurvey of Anesthesiology611242017LWW
Terekhov, Maxim A; Ehrenfeld, Jesse M; Wanderer, Jonathan P; Preoperative Surgical Risk Predictions Are Not Meaningfully Improved by Including the Surgical Apgar ScoreANESTHESIOLOGY12351059-10662015LIPPINCOTT WILLIAMS & WILKINS TWO COMMERCE SQ, 2001 MARKET ST, PHILADELPHIA …
Ehrenfeld, Jesse M; Wanderer, Jonathan P; Terekhov, Maxim; Rothman, Brian S; Sandberg, Warren S; A perioperative systems design to improve intraoperative glucose monitoring is associated with a reduction in surgical site infections in a diabetic patient populationThe Journal of the American Society of Anesthesiologists1263431-4402017The American Society of Anesthesiologists
Shi, H; Terekhov, M; Ehrenfeld, JM; Wanderer, JP; SIGNIFICANT REDUCTION IN PREOPERATIVE TESTING AT A PREOPERATIVE EVALUATION CLINIC IS NOT ASSOCIATED WITH INCREASE IN DAY OF SURGERY TESTING OR CASE CANCELLATIONSANESTHESIA AND ANALGESIA1222016LIPPINCOTT WILLIAMS & WILKINS TWO COMMERCE SQ, 2001 MARKET ST, PHILADELPHIA …
Ehrenfeld, JM; Terekhov, M; Dmochowski, R; Martin, B; Hayes, RM; Bulka, C; NON-DEPOLARIZING NEUROMUSCULAR BLOCKING AGENTS, REVERSAL, AND RISK OF POSTOPERATIVE PNEUMONIAANESTHESIA AND ANALGESIA1222016LIPPINCOTT WILLIAMS & WILKINS TWO COMMERCE SQ, 2001 MARKET ST, PHILADELPHIA …
Shi, H; Terekhov, M; Ehrenfeld, JM; McEvoy, MD; King, AB; Wanderer, JP; IMPLEMENTATION OF CLINICAL CARE PATHWAYS IS ASSOCIATED WITH A GENERALIZED INCREASE IN THE USE OF NON-OPIOID MULTIMODAL ANALGESIAANESTHESIA AND ANALGESIA1222016LIPPINCOTT WILLIAMS & WILKINS TWO COMMERCE SQ, 2001 MARKET ST, PHILADELPHIA …
Hagaman, Daniel H; Ehrenfeld, Jesse M; Terekhov, Maxim; Kla, Koffi M; Hamm, Julie; Brumley, Miriam; Wanderer, Jonathan P; Compliance is Contagious: Using Informatics Methods to Measure the Spread of a Documentation Standard From a Preoperative ClinicJournal of PeriAnesthesia Nursing2017WB Saunders
Nelson, Sara E; Li, Gen; Shi, Hanyuan; Terekhov, Maxim; Ehrenfeld, Jesse M; Wanderer, Jonathan P; The impact of reduction of testing at a preoperative evaluation clinic for elective cases: value added without adverse outcomesJournal of clinical anesthesia5592-992019Elsevier

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Paper accepted by the Production and Operations Management journal

I am excited to announce that my recent paper titled “Emerging Practice and Research Issues in the Health Insurance Industry” was accepted by the Production and Operations Management journal. This work summarizes emerging practice and research issues in the health insurance industry. I provide an industry overview, epitomize business analytics applications, and outline current and …

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