Doug Lorenz, PhD

Doug Lorenz imageBioinformatics and Biostatistics
Associate Professor
Room 134, 485 E. Gray St.
Louisville, KY 40202
Phone: 1-502-852-3635

Google Scholar

My NCBI Bibliography


PhD (2011), Applied and Industrial Mathematics, University of Louisville
MSPH (2002), Biostatistics-Decision Science, University of Louisville
MA (2001), Mathematics, University of Louisville
BS (1999), Mathematics, English Minor, University of Louisville

Background and Research

I joined the Department of Bioinformatics and Biostatistics in 2003, as a statistician with the Statistical Consulting Center. After completing my PhD in Applied and Industrial Mathematics, I joined the faculty of the Department in the Fall of 2011. My primary research collaboration is with the Pediatric Emergency Division at Northwestern University and Lurie Children's Hospital in which I provide biostatistical support to faculty, fellows, residents and attendings with their research. Some notable projects include identifying discriminating characteristics of abused children in the pediatric emergency setting and deriving clinical decision tools for the detection and management of pediatric pneumonia. My methodological research primarily focuses on methods for clustered data under informative cluster size and informative within-cluster covariate distributions. I also have interest in the areas of survival analysis and multistate models. Previously, I conducted collaborative research with Susan Harkema, PhD in spinal cord injury rehabilitation.


My current primary teaching responsibility is the core sequence in introductory biostatistics for Master of Public Health (MPH) students (PHST 500 and 501). I am also program director for the online MS in Biostatistics, for which I also teach the course in Survival Analysis (PHST 683). In previous years, I have taught several other courses for our MS and PhD degrees in biostatistics and have supervised several students in MPH practica, MSc in CIS projects, MS practica and theses, and PhD dissertations.

Professional Memberships and Certifications

I am a member of the American Statistical Association (ASA), former treasurer of the Kentucky Chapter, and was accredited by the ASA in 2010 (PStat®). I am an elected member of Delta Omega (Beta Pi Chapter), the national public health honor society, a Commonwealth Scholar of the Commonwealth Institute of Kentucky, and School of Public Health and Information Science Alumni Fellow (2021).

Research Funding

Pierce, M.C. (PI).PAR-19-274. Department of Health andHumanServices, National Institutes of Health, Eunice Kennedy
Shriver National Institute of Child Health and Human Development. Validation of a fracture injury plausibility model
(FxIPAM) for discriminating abusive and accidental fractures. Role: Co-Investigator. (Pending)

Pierce MC (PI). Clinical Decision Rules to Discriminate Bruising Caused by Physical Child Abuse. Department of Health and Human Services, National Institutes of Health, Eunice Kennedy Shriver National Institute of Child Health and Human Development. 1R01HD060997-01A2. 4/2011 through 4/2016. Role: Co-investigator

Harkema, S.J. (PI). ES2-CHN-2013(SH). Recovery of Cardiovascular Function with Epidural Stimulation After Human Spinal Cord Injury Christopher and Dana Reeve Foundation. Role: Biostatistician.

Behrman, A. (PI). Award No. 260284. Neuromuscular Recovery Scale for Pediatric Spinal Cord Injury. Craig
H. Neilsen Foundation. Role: Co-Principal Investigator.

Harkema, S.J. (PI). 1U59DD000838. Development of Neural Recovery Rehabilitation and Research Centers
for Functional Health and Quality of Life Improvements after Neurologic Injury: The NeuroRecovery
Network Christopher and Dana Reeve Foundation. Role: Biostatistician.

Ovechkin A. (PI). NIH. R01HL103750-04. Respiratory motor control and blood pressure regulation after spinal cord injury. Department of Health and Human Services, National Institutes of Health. Role: Co-Principal Investigator.

Behrman, A. (PI). Award No. 164521. A New Measure of Neurological and Behavioral Recovery after Spinal Cord Injury. Craig H. Nielsen Foundation. Role: Co-Principal Investigator.

Sisto, S.A. (PI). Health Outcomes after Locomotor Training across the NeuroRecovery Network. Craig H. Neilsen Foundation. Role: Co-Principal Investigator.

Harkema, S.J. (PI). NOA3-2010(SH) Natural Progression & Recovery of Cardiovascular Parameters Following Traumatic Spinal Cord Injury. Christopher and Dana Reeve Foundation. Role: Biostatistician.

Harkema, S.J. (PI). 5R01NS049209 Plasticity of Human Spinal Neural Networks After Injury. National Institutes of Health. Role: Biostatistician.

Pfieffer, M.P. (PI). 1R21CA115345. A Telehealth Intervention to Improve Symptom Management for Patients with Head and Neck Cancer. National Cancer Institute, National Institutes of Health. Role: Biostatistician.

Ruble, L.A. (PI). 1R34MH073071. Outcomes of Teacher Training on Autism. Department of Health and Human Services, National Institutes of Health. Role: Biostatistician.

Barnett, R. (PI). PO25900700013372. Air Toxic Monitoring and Risk Management Program. Kentucky Natural Resource Council. Role: Co-Principal Investigator.

Newton, T.L. (PI). R21AG0249002-02. Intimate partner violence and inflammatory processes. National Insititute on Aging, National Institutes of Health. Role: Biostatistical consultant.


Book Chapters

  1. Datta, S., Lorenz, D.J., Datta, S. Approximate U-statistics for State Waiting Times Under Right Censoring. In Modern Nonparametric, Robust and Multivariate Methods: Festschrift in Honour of Hannu Oja, Springer International Publishing Switzerland. 2015.
  2. Lorenz, D.J., Gill, R.S., Mitra, R., Datta, S. Using RNA-seq Data to Detect Differentially Expressed Genes. In Statistical Analysis of Next Generation Sequence Data, Springer-Verlag. 2014.

Methodological Manuscripts

  1. Gregg, M.E., Datta, S., Lorenz, D.J. Variance estimation in tests of clustered categorical data with informative cluster size. Statistical Methods in Medical Research. 2020 Nov;29(11):3396-3408. doi: 10.1177/0962280220928572.
  2. Gregg, M.E., Datta, S., Lorenz, D.J. A log rank test for clustered data with informative within-cluster group size. Statistics in Medicine. 30 November 2018; 37(27):4071-82. DOI: 10.1002/sim.7899. PMID: 30003565.
  3. Lorenz, D. Correction for “A log rank test for clustered data with informative within-cluster group size” by Mary
    E. Gregg, Somnath Datta, and Doug Lorenz. Statistics in Medicine2019 Jul 30;38(17):3304. DOI: 10:1002/sim.8161. PMID: 31264734.
  4. Lorenz, D.J., Levy, S., Datta, S. Inferring marginal association with paired and unpaired clustered data. Statistical Methods in Medical Research. 2018; 27(6): 1806-1817. DOI: 10.1177/0962280216669184. PMID:
    27655806. PMCID: PMC5524605.
  5. Lorenz, D.J., Datta, S. A nonparametric analysis of waiting times from a multistate model using a novel linear hazards model approach. Electronic Journal of Statistics. 2015; 9: 419-443. DOI: 10.1214/15-EJS1003.
  6. Lorenz, D.J., Datta S. Comparing waiting times in a multi-stage model: A log-rank approach. Journal of
    Statistical Planning and Inference
    . 2012; 142(10): 2832-2843. DOI: 10.1016/j.jspi.2012.04.003.
  7. Lorenz, D.J., Datta, S., Harkema S.J. Marginal association measures for clustered data. Statistics in Medicine.
    30 Nov. 2011; 30(27): 3181-91. DOI: 10.1002/sim.4368. PMID: 21953204.

Selected Collaborative Manuscripts

  1. Pierce, M.C., Kaczor, K., Lorenz, D., Bertocci, G., Fingarson, A.K.,Makoroff, K., Berger, R.P., Bennett, B.,Magana,
    J., Staley, S., Ramaiah, V., Fortin, F., Currie, M., Herman, B.E., Herr, S., Hymel, K.P., Jenny, C., Sheehan, K., Zuckerbraun, N., Hickey, S.,Meyers, G., Leventhal, J.M. Bruising characteristics predict abuse in young children: a validated clinical decision rule. JAMA Network Open, 2021 Apr 1;4(4):e215832. doi:10.1001/jamanetworkopen.2021.5832. PMID: 33852003. PMCID: PMC8047759.
  2. Ramgopal, S., Lorenz, D., Navanandan, N., Cotter, J., Shah, S., Ruddy, R.M., Ambroggio, L., Florin, T.A. Validation
    of prediction models for pneumonia among children in the emergency department. Pediatrics. 2022 Jul 1;150(1)
    e2021055641. doi: 10.1542/peds.2021-055641. PMID: 35748157
  3. Witting, C., Simon, N.J., Lorenz, D., Murphy, J., Nelson, J., Lehnig, K., Alpern, E.R. Sepsis electronic decisionsupport
    screen across age groups in a pediatric emergency department. Pediatric Emergency Care. Pediatr Emerg Care.
    2022 Apr 5. doi: 10.1097/PEC.0000000000002709. PMID: 35383693
  4. Schinasi,D.A., Colgan, J., Nadel, F.M., Hales, R.L., Lorenz, D., Donoghue, A.J.Abrief just-in-time sedation training
    in the pediatric emergency department improves performance during adverse events encountered in simulated procedural
    sedations. Pediatric Emergency Care.March, 2022. 38 (3): p e1046-e1052. doi: 10.1097/PEC.0000000000002652.
    PMID: 35226626.
  5. Baca, J.E., Foster, C.C., Simon, N.E., Lorenz, D., Gregg, M.E., Schinasi,D.A. Children’s Hospital Transfers from Referring
    Emergency Departments: Which Patients Bypassed the Pediatric Emergency Department? Pediatric Emergency
    Care. March, 2022. 38 (3): p e1030-e1035. doi: 10.1097/PEC.0000000000002657. PMID: 35226629.
  6. Zhou, A.Z., Lorenz, D., Simon, N.J., Florin, T. Emergency Department and Ambulatory Diagnosis and Management
    of Constipation in the United States, 2006-2017. Academic Journal of Emergency Medicine. 2022 Feb 3;54:91-96. doi:
    10.1016/j.ajem.2022.01.065. Online ahead of print. PMID: 35151017
  7. Ramgopal, S., Ambroggio, L., Lorenz, D., Shah, S., Ruddy, R.M., Florin, T.A. A Prediction Model for Pediatric Radiographic Pneumonia. Pediatrics. 2022 Jan 1;149(1):e2021051405. doi: 10.1542/peds.2021-051405. PMID: 34845493.
  8. Hoffman, J. Hall, M., Lorenz, D., Berry, J. Emergency Department Visits for Suicidal Ideation and Self-Harm in Rural
    and Urban Youth. J Pediatr. 2021 Nov;238:282-289.e1. doi: 10.1016/j.jpeds.2021.07.013. PMID: 34274309
  9. Florin,T.A., Ambroggio, L., Lorenz,D., Kachelmeyer, A., Ruddy, R.M., Kuppermann, N., Shah, S. Development and
    Internal Validation of a PredictionModel to Risk Stratify Children with Community-Acquired Pneumonia. Clinical
    Infectious Diseases. 2020 Nov 7:ciaa1690. DOI: 10.1093/cid/ciaa1690. PMID: 33159514
  10. Fortin, K., Bertocci, G., Nicholas, J.L., Lorenz, D.J., Pierce, M.C. Long bone fracture characteristics in children with
    medical conditions linked to bone health. Child Abuse and Neglect. 2020Mar 2;103:104396.
    DOI: 10.1016/j.chiabu.2020.104396. PMID: 32135374.
  11. Fingarson, A.K., Lorenz, D.J., Pierce, M.C., Kaczor, K., Bennett, B., Berger, R.P., Currie, M., Herr, S., Hickey, S.,Magana,
    J., Makoro€, K., Williams, M., Young, A., Sheehan, K., Zuckerbraun, N., Thompson, R., Pierce, M.C. Who’s
    watching the children? Caregiver features associated with physical child abuse vs. accidental injury. Journal of Pediatrics.
    pii: S0022-3476(19)30657-2. DOI: 10.1016/j.jpeds.2019.05.040. PMID: 31255388.
  12. Behrman, A.L., Trimble, S.A., Argetsinger, L., Roberts, M., Mulcahey, M.J., Clayton, L.R., Gregg, M.E., Lorenz, D.,
    Ardolino, A. Interrater Reliability of the Pediatric Neuromuscular Recovery Scale for Spinal Cord Injury. Top Spinal
    Cord Inj Rehabil. 2019 Spring;25(2):121-131. DOI: 10.1310/sci2502-121. PMID: 31068744.
  13. Rosado, N., Charleston, E., Gregg, M.E., Lorenz, D. Characteristics of accidental versus abusive pediatric burn injuries
    in an urban burn center over a 14 year period. Journal of Burn Care and Research. 2019 Jun 21;40(4):437-443. DOI:
    10.1093/jbcr/irz032. PMID: 30869138.
  14. Young, A., Pierce, M.C., Kaczor, K., Lorenz, D.J., Hickey, S., Berger, S.P., Schmidt, S.M., Fingarson, A., Fortin, K., Thompson, R. Are negative/unrealistic parent descriptors of infant attributes associated with physical abuse? Child Abuse and Neglect. 2018 Jun;80:41-51. DOI: 10.1016/j.chiabu.2018.03.020. PMID:
    29567456. PMCID: PMC5953822.
  15. Lorenz, D.J., Pierce, M.C., Kaczor, K., Berger, R.P., Bertocci, G., Herman, B.E., Herr, S., Hymel, K.P., Jenny, C., Leventhal, J.M., Sheehan, K., Zuckerbraun, N. Classifying injuries in young children as abusive or accidental: reliability and accuracy of an expert panel approach. Journal of Pediatrics. Mar 15. pii:
    S0022-3476(18)30057-X. DOI: 10.1016/j.jpeds.2018.01.033. PMID: 29550228.
  16. Morrison, S., Lorenz, D.J., Eskay, C., Forrest, G., Basso, D.M.. Longitudinal recovery and reduced costs after 120
    sessions of locomotor training for motor incomplete spinal cord injury. Arch Phys Med Rehabil. 2018 March, 99(3):
    555-562. DOI: 10.1016/j.apmr.2017.10.003. PMID: 29107040.
  17. Pierce, M.C., Kaczor, K., Acker, D.,Webb, T., Brenzel, A., Lorenz, D.J., Young, A., Thompson, R. History, injury, and psychosocial risk factor commonalities among cases of fatal and near-fatal physical child abuse. Child Abuse and Neglect. 2017 May 10;69:263-277. doi: 10.1016/j.chiabu.2017.04.033. PMID: 28500923
  18. Harkema, S.J., Shogren, C., Ardolino, E., Lorenz, D.J.. Assessment of functional improvement without compensation for human spinal cord injury: extending the Neuromuscular Recovery Scale to the upper extremities. Journal of Neurotrauma. 2016 Dec 15;33(24):2181-2190. DOI: 10.1089/neu.2015.4213. PMID: 27071494
  19. Thompson, R., Kaczor, K., Lorenz, D.J., Bennett, B.L., Meyers, G., Pierce, M.C. Is the Use of Physical Discipline
    Associated with Aggressive Behaviors in Young Children? Acad Pediatr. 2017 Jan - Feb;17(1):34-44. DOI: 10.1016/j.acap.2016.02.014. PMID: 26924534
  20. Pierce, M.C., Magana, J.N., Kaczor, K., Lorenz, D.J., Meyers, G., Bennett, B.L., Kanegaye, J.T. The Prevalence of Bruising Among Infants in Pediatric Emergency Departments. Annals Emerg Med. 2016. 67: 1-8. DOI: 10.1016/j.annemergmed.2015.06.021. PMID: 26233923.
  21. Tester, N.J., Lorenz, D.J., Suter, S.P., Beuhner, J., Falanga, D., Watson, E., Velozo C.A., Behrman A.L., Basso M. Responsiveness of the Neuromuscular Recovery Scale during Outpatient Activity-Dependent Rehabilitation for Spinal Cord Injury. Neurorehabilitation and Neural Repair. 2016; 30(27): 528-538. DOI: 10.1177/1545968315605181. PMID: 26359344
  22. Behrman, A.L., Velozo, C., Suter, S., Lorenz, D., Basso, D.M. Test-retest reliability of the Neuromuscular Recovery Scale. Arch Phys Med Rehabil. 2015;96:1375-84. DOI: 10.1016/j.apmr.2015.03.022. PMID: 25883038
  23. Basso, D.M., Velozo, C., Lorenz, D., Suter, S., Behrman, A.L. Interrater reliability of theNeuromuscular Recovery Scale for spinal cord injury. Arch Phys Med Rehabil. 2015;96:1397-403. DOI: 10.1016/j.apmr.2014.11.026. PMID: 25546720
  24. Velozo, C., Moorhouse, M., Ardolino, E., Lorenz, D., Suter, S., Basso, D.M., Behrman, A.L. Validity of the Neuromuscular Recovery Scale: A measurement model approach. Arch Phys Med Rehabil. 2015;96:1385-96. DOI: 10.1016/j.apmr.2015.04.004. PMID: 25912666
  25. Forrest, G.F., Hutchinson, K.J., Lorenz, D.J., VanHiel, L., Basso, M., Sisto, S.A. Are the 10 Meter and 6 Minute Walk Tests Redundant in Patients with Spinal Cord injury? PLOS One. 2014; 9(5):e94108. DOI: 10.1371/journal.pone.0094108. PMID: 24788068.
  26. Helm, C.W., Lorenz, D.J., Meyer, N.J., Rising, W.R., Wilff, J.L. Retinoids for preventing the progression of cervical intra-epithelial neoplasia. Cochrane Database Syst Rev, 2013 Jun 6; (6):CD003296. DOI:10.1002/14651858.CD003296.pub3. PMID: 23740788
  27. Hymel, K.P., Wilson, D.F., Boos, S.C., Pullin, D.A., Homa, K., Lorenz, D.J., Herman, B.E., Graf, J.M., Isaac, R., Narang, S.K., Armijo-Garcia, V. Derivation of a clinical prediction rule for pediatric abusive head trauma. Pediatr Crit Care Med. 2013 Feb;14(2):210-20. DOI: 10.1097/PCC.0b013e3182712b09. PMID: 23314183.
  28. Lorenz, D.J., Datta, S., Harkema, S.J. Longitudinal patterns of functional recovery in patients with incomplete spinal cord injury receiving activity-based rehabilitation. Arch Phys Med Rehabil. Sep. 2012; 93(9): 1541-1552. DOI: 10.1016/j.apmr.2012.01.027. PMID: 22920451.
  29. Datta, S., Lorenz, D.J, Harkema, S.J. A dynamic longitudinal evaluation of the utility of the Berg Balance Scale in patients with motor incomplete spinal cord injury. Arch Phys Med Rehabil. Sep. 2012; 93(9): 1565-1573. DOI: 10.1016/j.apmr.2012.01.026. PMID: 22920453.
  30. Forrest, G.F., Lorenz, D.J., Hutchinson, K., Van Hiel, L., Basso, D.M., Datta, S., Sisto, S.A., Harkema, S.J. Ambulation and balance outcomes measure different aspects of recovery in individuals with chronic incomplete spinal cord injury. Arch Phys Med Rehabil. Sep. 2012; 93(9): 1553-1564. DOI: 10.1016/j.apmr.2011.08.051.PMID: 22920452.
  31. Behrman, A.L., Ardolino, E., VanHiel, L., Kern, M., Arkinson, D., Lorenz, D., Harkema, S. Assessment of functional improvement without compensation reduces variability of outcome measures after human spinal cord injury. Arch Phys Med Rehabil. Sep. 2012; 93(9): 1518-1529. DOI: 10.1016/j.apmr.2011.04.027. PMID:22920449.
  32. Harkema, S.J., Schmidt-Read, M., Lorenz, D., Edgerton, V.R., Behrman, A. Balance and ambulation improvements
    in individuals with chronic incomplete spinal cord injury using locomotor training-based rehabilitation. Arch Phys Med Rehabil. Sep. 2012; 93(9): 1508-1517. DOI: 10.1016/j.apmr.2011.01.024. PMID:21777905.
  33. Sisto, S.A., Lorenz, D., Hutchinson, K., Wenzel, L., Harkema, S., Krassioukov, A. Cardiovascular status of individuals with incomplete spinal cord injury from 7 Neurorecovery Network rehabilitation centers. Arch Phys Med Rehabil. Sep. 2012; 93(9): 1578-1587. DOI: 10.1016/j.apmr.2012.04.03. PMID: 22920455.
  34. Condra, C.S., Parbhu, D., Lorenz, D., Herr, S.M. Charges and complications associated with the medical evaluation of febrile infants. Pediatr Emerg Care. 2010 Mar; 26(3): 186-91. DOI: 10.1097/PEC.0b013e3181d1e180. PMID: 20179660.
  35. Pierce, M.C., Kaczor, K., Aldridge, S., O’Flynn, J., Lorenz, D.. Bruising Characteristics Discriminate Physical Child Abuse From Accidental Trauma in Young Children. Pediatrics. 2010 Jan; 125(1):67-74. 10.1542/peds.2008-3632. PMID: 19969620.
  36. Padmanabhan, P., Berkenbosch, J.W., Lorenz, D.J., Pierce, M.C. Evaluation of Cerebral Oxygenation during Procedural Sedation in Children using Near Infrared Spectroscopy. Ann Emerg Med. Aug 2009; 54(2). DOI:10.1016/j.annemergmed.2009.02.009. PMID: 19285362.
  37. Datta, S., Lorenz, D.J., Morrison, S., Ardolino, E., Harkema, S.J. A Multivariate Examination of Temporal Changes in Berg Balance Scale Items for Patients with ASIA Impairment Scale C and D Spinal Cord Injuries. Arch Phys Med Rehabili. 2009 Jul; 90(7): 1208-17. DOI: 10.1016/j.apmr.2008.09.577. PMID: 19577035.
  38. Fortu, J.M., Kim, I.K., Cooper, A., Condra, C., Lorenz, D.J., Pierce, M.C. Psychiatric patients in the pediatric emergency department undergoing routine urine toxicology screens for medical clearance: results and use. Pediatr Emerg Care. 2009 Jun; 25(6): 387-92. DOI: 10.1097/PEC.0b013e3181a79305. PMID:19458561.
  39. Warkentine, F., Pierce, M.C., Kim, I.K., Lorenz, D.J., Paul, R.I. The anatomic relationship of femoral vein to femoral artery in euvolemic pediatric patients by ultrasonography: implications for pediatric femoral central venous access. Acad Emerg Med. 2008 May 15; 15(5):426-30. DOI: 10.1111/j.1553-2712.2008.00087.x. PMID:18439197.
  40. Koller, D.M., Myers, A.B., Lorenz, D., Godambe, S.A. Effectiveness of Oxycodone, Ibuprofen, or the Combination in the Initial Management of Orthopedic Injury-Related Pain in Children. Ped Emerg Care. Sep 2007; 23(9). PMID: 17876251.
  41. Raj, A.B., Condurache, T., Bertolone, S.,Williams, D., Lorenz, D., Sobczyk,W. Qualitative assessment of ventricular
    function in sickle cell disease: e€ect of long term erythrocytapheresis. Pediatr Blood Cancer. Dec. 2005; 45(7): 976-981.
    DOI: 10.1002/pbc.20521.

Honors and Awards

University of Louisville "Top 4" Faculty Favorite, 2013-2014

University of Louisville Faculty Favorite, 2014-2015, 2015-2016, 2016-2017, 2017-2018, 2018-2019

Elected member, Delta Omega, Beta Pi Chapter

Commonwealth Scholar, Commonwealth Institute of Kentucky

Graduate Dean’s Citation, University of Louisville, 2011, 2002

Hohman Fellowship, Department of Mathematics, University of Louisville, 2006

Professional Service

Editorial Board Member
Annals of Biometrics & Biostatistics (2013), Journal of Medical Statistics and Informatics (2013 – 2018), International Journal of Statistics and Probability (2012 – 2014)

Pediatrics (2021, 2020, 2015, 2010), Annals of Applied Statistics (2021, 2019), Statistics in Medicine(2021, 2020, 2019, 2015), Journal of Pediatric Rehabilitation Medicine (2018), Biometrics (2018), University of Louisville Journal of Respiratory Infections (2017), The R Journal (2016), Journal of Neurology and Neuromedicine (2016), Journal of Statistical Computation and Simulation (2016), Journal of Agricultural, Biological, and Environmental Statistics (2015), Statistics and Its Interface (2012-2013), Statistics and Probability Letters (2012), BMC Bioinformatics (2012), Bioinformatics (2012), Archives of Physical Medicine and Rehabilitation (2012), Physical Therapy (2012)

Motulsky, H. Intuitive Biostatistics, 4th ed, Oxford Press.

Pennsylvania Department of Health, Commonwealth Universal Research Enhancement Programs (CURE), Spinal cord
injury research grants (Oak Ridge Associated Universities, 2022); Florida Department of Health, William G. “Bill” Bankhead, Jr., and David Coley Cancer Research Program (Oak Ridge Associated Universities, 2016); Pennsylvania Department of Health, 2008 Non-formula Grants on Autism, Antibiotic Resistance (Oak Ridge Associated Universities, 2014)

University Service
Department of Bioinformatics and Biostatistics
Online MS Program Coordinator (2017 – )
Director, Statistical Consulting Center (2016 – )
Graduate committee (admissions and curriculum, 2012 – )
Student recruitment committee (chair, 2012 – 2018)
Student grievance committee (2011 – )
Curator of department website (2011 – )
Dual Degree coordinator (2011 – )
Faculty hiring committees (2008, 2011, 2013)
System backup committee (2004 – 2006)

School of Public Health and Information Science, University of Louisville
Faculty Council (2020 - 2021)
MPH Curriculum review committee (2018 - 2019)
Student academic grievance committee (2013 – 2016, 2021)
MPH Practicum mentoring committee (2013 – 2015)
MPH Advisory committee (2013 – 2015)
Student affairs advisory council (2011 – 2013)

University of Louisville
Graduate student academic grievance committee (2021 –)
Research Computing Advisory Committee (RCAC) (2021)
Ideas to Action (i2a) Leadership Committee (2014)
Poster judge for Research! Louisville (2013, 2014, 2018, 2019)

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