Roee GutmanAssociate Professor of Biostatistics

Department of Biotatistics, Brown UniversityProvidence, RI 02912 USA

T +1 (401) 863-2682B rgutman@stat.brown.eduhttp://rgutman.50webs.com

Education2011 Ph.D. Statistics, Harvard University, Cambridge, MA.

Advisors Prof. Donald B. Rubin & Prof. Jun S. LiuPh.D. Thesis Topics and Applications in Missing Data and Causality

2007 AM Statistics, Harvard University, Cambridge, MA.2004 M.Sc. Statistics, summa cum laude, Tel Aviv University, Faculty of Exact Sciences, School of

Mathematics, Tel Aviv, Israel.Thesis

AdvisorYosef Hochberg

MastersThesis

Improved Multiple Test Procedures for Discrete Distributions: New Ideas and Analytical Review.

1999 B.Sc., magna cum laude, Tel Aviv University, Faculty of Exact Sciences, School of Mathematics, TelAviv, Israel.

Major Statistics and Computer Science (including Operations Research)

ExperienceAcademic Appointments

2018–Current Associate Professor of Biostatistics (Tenured), Brown University, Department of Biostatistics.2011–2018 Assistant Professor of Biostatistics (Tenure Track), Brown University, Department of

Biostatistics.2007–2011 Research Assistant, Harvard University, Department of Statistics.

Industry1999–2006 Officer (Captain), Technological Intelligence Unit, Israel Defense Forces. Last position was head of

section, managed seven programmers.1998–1999 Head of computer lab, School of Social Work, Tel Aviv University.

Publications (students marked with *)

Refereed Publications[1] Equating Health Assessment Questionnaires Using Multivariate Ordinal Probit Models., *C. Gu, R.

Gutman, Annals of Applied Statistics, (Accepted 2018)[2] Delayed Childbearing as a Growing Previously Unrecognized Contributor to the National Plural Birth

Excess., E. Adashi, R. Gutman, Obstetrics and Gynecology, 132(4):999-1006, 2018.[3] A New Data Resource to Examine Meals on Wheels Clients’ Healthcare Utilization and Costs., M.

Shan*, R. Gutman, D. Dosa, P. L. Gozalo, J. A. Ogarek, S. Kler, K. S. Thomas, Medical Care,(Accepted 2018).

[4] The Impact of Medicaid Managed Care Plan Type on Continuous Medicaid Enrollment: A NaturalExperiment., S. H. Gordon, Y. Lee, C. D. Ndumele, P. M. Vivier, R. Gutman, S. Swaminathan, E.A. Gadbois, R. R. Shield, A. J. H. Kind, and A. N. Trivedi, Health services research, 53(5):3770-3789,2018

[5] Adjusting Medicare Advantage Plan Blood Pressure, Diabetes, and Cholesterol Control Quality Rankingsfor Socioeconomic Status: A Retrospective Study, S. N.M. Durfey, A. J.H Kind, R. Gutman, K.Monteiro, W. R. Buckingham, E. H. DuGoff, A. N Trivedi, Health Affairs, 37(7):1065-1072, 2018

[6] The association of proxy care engagement with proxy reports of patient experience and quality of life.,*J. Roydhouse, R. Gutman, N. Keating, V. Mor, I. Wilson, Heath Services Research, 53(5):3809-3824,2018

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[7] Assessing the Effect of Recent Incarceration in Prison on HIV Care Retention and Viral Suppressionin Two States., M. Costa, B. Montague, L. Solomon, C. Sammartino, R. Gutman, C. Zibman, D.Rosen, J. Rich, Journal of Urban Health, 95(4):499-507, 2018

[8] Racial differences in presentations and predictors of acute pain following motor vehicle collision., *F.Beaudoin, R. Gutman, W. Zhai, R.C Merchant, M.A Clark, K.A Bollen, P. Hendry, M.C Kurz,D. Peak, C. Lewandowski, C. Pearson, B. O’Neil, P. Mitchell, R. Domeier, S.A McLean, PAIN,159(6):1056-1063, 2018.

[9] Proxy and patient reports of health-related quality of life in a national cancer survey., *J. Roydhouse,R. Gutman, N. Keating, V. Mor, I. Wilson, Health and quality of life outcomes, 16(6), 2018.

[10] A Bayesian procedure for estimating the causal effects of nursing home bed-hold policy., R. Gutman,O. Intrator, A. Lancaster, Biostatistics, 19(4):444–460, 2018.

[11] Metformin Safety Warnings and Diabetes Drug Prescribing Patterns for Older Nursing Home Residents,*A.R. Zullo, D.D. Dore, R. Gutman, V. Mor, C.A. Alvarez, R.J. Smith, Journal of the AmericanMedical Directors Association, 18(10): 879-884.e7, 2017.

[12] Immunochemotherapy regimens in Waldenstrom macroglobulinemia: a comparative, population-basedanalysis, A.J. Olszewski, *C. Chen, R. Gutman, S.P. Treon, J.J. Castillo, British Journal ofHaematology, 179(1): 106-115, 2017.

[13] PRagmatic trial Of Video Education in Nursing Homes (PROVEN): A Model for Pragmatic ClusterRandomized Trials in the Nursing Home Setting, V. Mor, A. Volandes, R. Gutman, C. Gatsonis, S.Mitchell, Clinical Trials 14(2): 140-151, 2017.

[14] Matching to estimate the causal effects from multiple treatments, *M.J. Lopez, R. Gutman, StatisticalScience 32(3): 432-454, 2017.

[15] Differences between Proxy and Patient Assessments of Cancer Care Experiences and Quality Ratings,*J. Roydhouse, R. Gutman, N. Keating, V. Mor, I. Wilson, Health Services Research, Accepted(2016).

[16] Persistent pain after motor vehicle crash: Comparative effectiveness of opioid analgesics versus non-steroidal anti-inflammatory drugs prescribed from the emergency department - A propensity matchedanalysis., *F. Beaudoin, R. Gutman, R.C Merchant, M.A Clark, R. Swor, J. Jones, D. Lee, D. Peak,R. Domeier, N. Rathlev, S.A McLean, PAIN, 158(2):289-295, 2017.

[17] Combining Item Response Theory with Multiple Imputation to Equate Health Assessment Question-naires, *C. Gu, R. Gutman, Biometrics, 73(3):990-998, 2017.

[18] Increased risk of axial fractures in patients with untreated chronic lymphocytic leukemia: a population-based analysis, A.J. Olszewski, R. Gutman, C.B. Eaton, Haematologica, 101(12):e488-e491, 2016.

[19] National Trends in Treatment Initiation for Nursing Home Residents with Diabetes Mellitus, 2008-2010,*A.R. Zullo, D.D. Dore, L. Daiello, R.R. Baier, R. Gutman, D.R. Gifford, R.J. Smith, Journal of theAmerican Medical Directors Association, 17(7):602-8, 2016.

[20] National Glucose-Lowering Treatment Complexity Is Greater in Nursing Home Residents thanCommunity-Dwelling Adults., *A.R. Zullo, D.D. Dore, R. Gutman, V. Mor, R. J. Smith, Jour-nal of the American Geriatrics Society., 64(11) : e233-e235, 2016.

[21] Systematic Assessment of Linkage to Care for Persons with HIV Released from Corrections FacilitiesUsing Existing Datasets, B.T. Montague, D.L. Rosen, C. Sammartino, M. Costa, R. Gutman, L.Solomon, J.D. Rich, AIDS Patient Care and STDs, 30(2), 84-91, 2016.

[22] Associations of Mindfulness with Glucose Regulation and Diabetes, E.B. Loucks, S.E. Gilman, W.B.Britton, R. Gutman, C.B. Eaton, S.L. Buka, American Journal of Health Behavior, 40(2), 258-267(10), 2016.

[23] Associations of dispositional mindfulness with obesity and central adiposity: the New England FamilyStudy, E.B. Loucks, W.B. Britton, C.J. Howe, R. Gutman, S.E. Gilman, J. Brewer, C.B. Eaton, S.L.Buka, International journal of behavioral medicine, 23(2), 224-233, 2016.

[24] Error Adjustments for File Linking Methods Using Encrypted Unique Client Identifier (eUCI) withApplication to Recently Released HIV+ Prisoners, R. Gutman, C.J. Sammartino, T.C. Green, B.T.Montague, Statistics in Medicine, 35(1), 115-129, 2016.

[25] Estimation of Causal Effects of Binary Treatments in Unconfounded Studies, R. Gutman, D.B.Rubin, Statistics in Medicine, 34(26), 3381-3398, 2015.

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[26] Estimation of causal effects of binary treatments in unconfounded studies with one continuous covariate.,R. Gutman, D.B. Rubin, Statistical Methods in Medical Research, 26(3), 1199-1215, 2017.

[27] Estimating the Average Treatment Effects of Nutritional Label Use Using Subclassification with Regres-sion Adjustment, *M.J. Lopez, R. Gutman, Statistical Methods in Medical Research, 26(2), 839-864,2017.

[28] Detection and expansion of gene modules based on evolutionary history, Y. Li, S.E. Calvo, R. Gutman,J.S. Liu, V.K. Mootha, Cell, 158(1), 213-225, 2014.

[29] Different analyses estimate different parameters of the effect of erythropoietin stimulating agents onsurvival in end stage renal disease: a comparison of payment policy analysis, instrumental variables,and multiple imputation of potential outcomes, D.D. Dore, S. Swaminathan, R. Gutman, A.N. Trivedi,V. Mor, Journal of Clinical Epidemiology, 66(8), S42-S50, 2013.

[30] Monitoring methods in the surgical arena : Assumptions and potential pitfalls, R. Gutman, H.Gutman, European Journal of Surgical Oncology, 39(6), 575–583, 2013.

[31] A Bayesian Procedure for File Linking to Analyze End-of-Life Medical Costs, R. Gutman, C.Afendulis, A.M. Zaslavsky, Journal of the American Statistical Association, 108(501),34–47, 2013.

[32] Robust Estimation of Causal Effects of Binary Treatments in Unconfounded Studies with DichotomousOutcomes, R. Gutman, D.B. Rubin, Statistics in Medicine, 32(11), 1795–814, 2013.

[33] Discussion of Bayesian Effect Estimation Accounting for Adjustment Uncertainty, R. Gutman, D.B.Rubin, Biometrics, 68, 671–675, 2012.

[34] Rasch Model and its Extensions for Analysis of Aphasic Deficits in Syntactic Comprehension, R.Gutman, G. DeDe, D. Caplan, J.S. Liu, Journal of the American Statistical Association, 106:496,1304–1316, 2011.

[35] Rasch Models of Aphasic Performance On Syntactic Comprehension Tests, R. Gutman, G. DeDe, J.Michaud, J.S. Liu, D. Caplan, Cognitive Neuropsychology, 27:3, 230-244, 2010.

[36] Phase Coupled Meta-analysis: sensitive detection of oscillations in cell cycle gene expression, asapplied to fission yeast., S. Pyne, R. Gutman, C.S. Kim, B. Futcher BMC Genomics, 10:440, 2009.

[37] Dissecting the fission yeast regulatory network reveals phase-specific control elements of its cell cycle.,P.R. Bushel, N.A. Heard, R. Gutman, L. Liu, S.D. Peddada, S. Pyne, BMC Systems Biology, 3:93,2009.

[38] Testing treatment effects in unconfounded studies under model misspecification: logistic regression,discretization, and their combination., M.Z. Cangul, Y.R. Chretien, R. Gutman, D.B. Rubin Statisticsin Medicine, 28(20):2531-51, 2009.

[39] “Gloves-and-Socks" Melanoma: Does Histology Make a Difference?, E. Soudry, H. Gutman, M. Fein-messer, R. Gutman , J. Schachter, Dermatologic Surgery, 34: 1372-1378, 2008.

[40] Improved Multiple Test Procedures for Discrete Distributions: New Ideas and Analytical Review., R.Gutman, Y. Hochberg, Journal of Statistical Planning and Inference, Volume 137:2380-2393, 2007.

[41] Breast Cancer in Octogenarians., E. Evron, H. Goldberg, A. Kuzmin, R. Gutman, S. Rizel, A. Sela,H. Gutman, Cancer 106:1664-8, 2006.

[42] QuasiMotiFinder: protein annotation by searching for evolutionarily conserved motif-like patterns.,R. Gutman, C. Berezin, R. Wollman, Y. Rosenberg, N. Ben-Tal, Nucleic Acids Research, 33 (WebServer issue):W255-W261, 2005.

[43] Pattern of Failure in Patients with Malignant Melanoma Treated with High-Dose INF-alfa-2b in theAdjuvant Setting, J. Schachter, B. Brenner, E. Fenig, R. Gutman, A. Sulkes, H. Gutman, MelanomaResearch, 13:93-96, 2003.

[44] Impaired Platelet Aggregation in Melanoma Patients Treated with INF-.-2b Adjuvant Therapy, H.Gutman, J. Schachter, E. Stopel, R. Gutman, J. Lahav, Cancer, 94: 780-5, 2002.Non–Refereed Publications

[45] Combining Inexactly-Matched Datasets to Analyze End-of-Life Medical Costs, R. Gutman, A.M.Zaslavsky, In JSM Proceedings, Section on Bayesian Statistical Science. Alexandria, VA: AmericanStatistical Association. 2009.

[46] Improved Multiple Test Procedures for Discrete Distributions: New Ideas and Analytical Review., R.Gutman, M.Sc. Thesis Faculty of Exact Sciences, School of Mathematics, Tel Aviv University, TelAviv, Israel, 2004.

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Submitted and In Preparation[47] Matching Estimators for Causal effects With Multiple Treatments, *A. Scotina,R. Gutman, Submitted

to Statistical Methods in Medical Research.[48] Matching Algorithms for Causal Inference with Multiple Treatments, *A. Scotina, R. Gutman,

Submitted to Statistics in Medicine.[49] Are High-Quality Hospitals More Efficient in Medicare?, Y. N. Brice, R. Gutman, K. E. Joynt

Maddox, Submitted to Applied Health Economics.[50] A Propensity Matched Analysis of Total Costs of Care in Medical Foster Homes Compared to Commu-

nity Nursing Homes, C. Levy, E. A. Whitfield , R. Gutman, Submitted to HSR.[51] Combining Predictive Mean Matching with the Penalized Spline of Propensity Prediction for Multiple

Imputation, *J. Xu, R. Gutman, Submitted to Journal of Survey Statistics and Methodology.[52] Optimal Sample Size for Cluster Randomized Trials Based on Simulation and Randomization Distribu-

tion, *R. Zhai, R. Gutman, In Preparation.[53] The Impact of Proxy Reporting on Health-Related Quality of Life in a National Cancer Survey., *J.

Roydhouse, R. Gutman, N. Keating, V. Mor, I. Wilson, In preparation.[54] Developing and Evaluating Methods for Estimating Race/Ethnicity in an Incomplete Dataset using

Address, Surname and Family ID, *G. Silva, R. Gutman, Submitted to Health Services and OutcomesResearch Methods.

[55] Provider profiling and causal inference using hierarchical mixture models, *M. Lopez, R. Gutman, Inpreparation.

PresentationsInvited Talks

2019 Multiple Imputation Procedure for Record Linkage and Causal Inference to Estimate the Effects ofHome-delivered Meals, R. Gutman, Models and Machine Learning for Causal Inference andDecision Making in Health Research, Providence, RI (January 2019).

2018 Estimating the Effects of Health and Medical Interventions using Multiple Imputations and FileLinking Techniques, R. Gutman, Advance-CTR Statistical Methods in Translational ScienceSymposium, Providence, RI (June 2018).

2018 Lightning Introduction to Casual Inference, R. Gutman, Advance-CTR Statistical Methods inTranslational Science Symposium, Providence, RI (June 2018).

2018 Bayesian Procedures for File Linking with Application to Health Services Research, R. Gutman,Department of Industrial Engineering and Management, Ben Gurion University of theNegev, Beer-Sheva, Israel (June 2018).

2018 Robust Estimation of Causal Effects to Evaluate the Effects of Opioids versus NSAIDS on PersistentPain, R. Gutman, Israeli Statistical Association 2018, Weizmann Institute of Science, Israel (May2018).

2018 Estimating the effects of Meals on Wheels through Linkage to Claims Data Sources , R. Gutman,ICHPS 2018, Charleston, SC (Jan 2018).

2017 Is Medical Foster Care a cost-effective substitute for Nursing Home Care?, R. Gutman & C. Levi,HERC Health Economics Seminar, Cyberseminar (Sep 2017).

2017 Combining IRT with Multiple Imputation to Crosswalk between Health Assessment Questionnaires, R.Gutman, 9th meeting of the Eastern Mediterranean Region of the International BiometricSociety (EMR-IBS), Thessaloniki, Greece (May 2017).

2017 Combining IRT with Multiple Imputation to Crosswalk between Health Assessment Questionnaires, R.Gutman, ENAR, Washington, DC (March 2017).

2017 Beyond Difference-in-Differences – A Bayesian Procedure to Estimate the Effects of Nursing HomeBed-Hold Policies, R. Gutman, Department of Statistics and Operation Research, School ofMathematics, Tel Aviv University, Tel Aviv, Israel (January 2017).

2016 Combining IRT with Multiple Imputation to Crosswalk between Health Assessment Questionnaires, R.Gutman, Joint Statistical Meeting, Chicago, IL (August 2016).

2016 Causal Inference in Health-care Studies with Multiple Treatments, R. Gutman, Academy HealthAnnual Research Meeting, Boston, MA (June 2016).

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2016 Combining IRT with Multiple Imputation to Crosswalk between Health Assessment Questionnaires, R.Gutman, International Chinese Statistical Association, Atlanta, GA (June 2016).

2016 Beyond Difference-in-Difference to Analyze Changes in Bed-Hold Policy for Nursing Homes, R.Gutman, New England Statistical Symposium, New Haven, CT (April 2016).

2016 Bayesian Procedures for File Linking with Application to Health Services Research, R. Gutman,Working Group on Statistical Methods in Epidemiology at Harvard School of PublicHealth, Dept. of Biostatistics, Harvard University, Boston, MA (March 2016).

2015 Error Adjustments for File-Linking Methods Using Encrypted Unique Client Identifier (eUCI) withApplication to Recently Released HIV+ Prisoners, R. Gutman, International Conference forHealth Policy Statistics, Providence, RI (October 2015).

2015 Robust Estimation of Causal Effects with Application to Erythropoiesis-stimulating Agents for End-stage Renal Disease, R. Gutman, Quantitative Methods Core Methods Seminar, University ofMassachusetts Medical School, Worcester, MA (September 2015).

2015 Nationwide Surveillance of Linkage to HIV Care on Release from Corrections, Josiah Rich, BrianMontague, R. Gutman, Bureau of Justice Statistics & HRSA HIV/AIDS Bureau, WashingtonDC & Rockville MD, USA (April 2015).

2015 Robust Estimation of Causal Effects with Application to Erythropoiesis-stimulating Agents for End-stageRenal Disease, R. Gutman, The Department of Epidemiology, Biostatistics and OccupationalHealth, McGill University, Montreal, Canada (March 2015).

2014 Discussion: The Effect of Jurisdictional Competition for Corporate Charters on Financial accountingMeasures of Firm Performance, R. Gutman, Journal of Law, Finance & Accounting, NYU, NY,USA (September 2014).

2014 Beyond Difference-in-Difference to Analyze Changes in Bed-Hold Policy for Nursing Homes, R.Gutman, Joint Statistical Meeting, Boston, MA, USA (August 2014).

2014 Full Bayesian Procedure for File Linking to Analyze End-of-Life Medical Costs, R. Gutman, Compu-tational Methods for Survey and Census Data in the Social Sciences, Centre de recherchesmathématiques, Université de Montréal, Montreal, Canada (June 2014).

2014 Beyond Difference-in-Difference to Analyze Changes in Bed-Hold Policy for Nursing Homes, R.Gutman, Atlantic Causal Inference Conference, Brown University, RI, USA (May 2014).

2014 Robust Estimation of Causal Effects of Erythropoiesis-stimulating Agents (ESAs) on Mortality, R.Gutman, ENAR, Baltimore, MD, USA (March 2014).

2014 Full Bayesian Procedure for File Linking to Analyze End-of-Life Medical Costs, R. Gutman, SAMSI,Computational Methods for Censuses and Surveys, Washington, DC, USA (January 2014).

2013 Robust Estimation of Causal Effects with Application to Erythropoiesis-stimulating Agents for End-stage Renal Disease, R. Gutman, Department of Statistical Science, Duke University, NC, USA(November 2013).

2013 Analyses That Inform Policy Decisions Are, De Facto, Causal, R. Gutman, Joint StatisticalMeeting, Montreal Canada (August 2013).

2013 A robust outcome-free procedure for interval estimation of causal effects, R. Gutman, 15th IMS NewResearchers Conference, Montreal Canada (August 2013).

2013 Robust Estimation of Causal Effects of Erythropoiesis-Stimulating Agents on Mortality, R. Gutman,7th meeting of the Eastern Mediterranean Region of the International Biometric Society(EMR-IBS), Tel Aviv, Israel (April 2013)

2013 A Robust Outcome-Free Procedure for Interval Estimation of Causal Effects, R. Gutman, Depart-ment of Statistics, University of Waterloo, ON, Canada (March 2013).

2012 An Outcome-Free Procedure for Interval Estimation of Causal Effects, R. Gutman, Department ofStatistics, University of Connecticut, CT, USA (October 2012).

2011 An Outcome-Free Procedure for Interval Estimation of Causal Effects, R. Gutman, Department ofBiostatistics (Environmental Statistics Seminar), Harvard University, MA, USA (November2011).

Contributed Talks Presented by Me2012 A Robust Outcome-free Procedure for Interval Estimation of Causal Effects, R. Gutman and D.B.

Rubin, International Society for Bayesian Analysis World Meeting, Kyoto, Japan (June2012).

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2010 Full Bayesian Procedure for File Linking to Analyze End-of-Life Medical Costs, R. Gutman andA.M. Zaslavsky, Joint Statistical Meeting, Washington, DC, USA (August 2010).

2009 Combining Inexactly-Matched Data Sets to Analyze End-of-Life Medical Costs, R. Gutman and A.M.Zaslavsky, Joint Statistical Meeting, Washington, DC, USA (August 2009).

2008 Rasch and Mixture of Generalized Linear Mixed Models for Analysis of Aphasic Deficits of SyntacticComprehension, R. Gutman, G. DeDe, D. Caplan and J.S. Liu, Joint Statistical Meeting, Denver,Colorado, USA (August 2008).

Short Courses2016 Introduction to Causal Inference in Medicine and Health Service Research, R. Gutman, Evidence

Synthesis Academy, Providence, RI (May 2016).2015 Causal Inference in Healthcare Studies with Multiple Treatments, R. Gutman and M.J Lopez,

International Conference on Health Policy Statistics, Providence, RI (October 2015).2012 Causality 101: Instrumental Variables and Principal Stratification, R. Gutman, Department of

Biostatistics, The Brown University ARCH Summer Research Workshop (July 2012).

Poster Presentation2016 Combining IRT with Multiple Imputation to Crosswalk between Health Assessment Questionnaires, R.

Gutman, Academy Health Annual Research Meeting, Boston, MA (June 2016).2012 An Outcome-Free Procedure for Interval Estimation of Causal Effects, R. Gutman, and D.B. Rubin,

Workshop on Causal Inference and Graphical Models, Department of Statistics, Universityof Florida, January (2012).

Talks Presented by Others2017 Power and Money: Optimal Sample Size for Cluster Randomized Trials Based on the Randomization

Distribution, R. Zhai, R. Gutman, BIOSTATMCW, Milwaukee, WI, USA (September 2017).2016 Using Machine Learning Algorithms for Handling Missingness: Application to Predicting Drug-Disease

and Drug-Drug Interactions, R. Zhai, R. Gutman, Joint Statistical Meeting, Chicago, IL, USA(August 2016).

2016 Bayesian Multiple Imputation Procedures to Equate Health Assessment Questionnaires, C. Gu, R.Gutman, Joint Statistical Meeting, Chicago, IL, USA (August 2016).

2014 Matching to Estimate the Causal Effects from Multiple Treatments, M. Lopez, R. Gutman, JointStatistical Meeting, Boston, MA, USA (August 2014).

2013 Estimating the Average Treatment Effects of Nutritional Label Use Using Subclassification with Regres-sion Adjustment, M. Lopez, R. Gutman, Joint Statistical Meeting, Montreal, Canada (August2013).

2012 Nutritional label use and causal effects on body mass index, M. Lopez, R. Gutman, New EnglandStatistical Symposium, Boston University, Boston, MA, USA (April 2012).

2008 Rasch Models of Aphasic Deficits of Syntactic Comprehension, D. Caplan, G. DeDe, R. Gutman,J.S. Liu and G. Waters, Clinical Aphasiology Conference, Teton Village, WY, USA (May 2008).

2007 "Gloves and Socks" Melanoma: Does Histology Make a Difference? , E. Soudry, H. Gutman, M.Feinmesser, R. Gutman and J. Schachter, The Society of Surgical Oncology’s 60th AnnualCancer Symposium, Washington, DC, USA (March 2007).

2003 Impaired Platelet Aggregation in Melanoma Patients Treated with INF-α-2b Adjuvant Therapy , H.Gutman, J. Schachter, E. Stopel, R. Gutman and J. Lahav, Research Fair, Sackler Faculty ofMedicine, Tel Aviv University, Tel Aviv, Israel (April 2003).

2002 Patients with Melanoma Given INF-α-2b Adjuvant Therapy Have Impaired Aggregation of Platelets.,H. Gutman, J. Schachter, E. Stopel, R. Gutman and J. Lahav, The 7th World Congresson Advances in Oncology, and 5th International Symposium on Molecular Medicine,Hersonissos, Crete, Greece (October 2002).

Research GrantsActive

[1] Improving CER/PCOR Methods for Analyzing Linked Data Sources in the Absence ofUnique Identifier

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Role: PIAgency: PCORIPeriod: 10/1/18 - 09/30/22Amount:$728,016

[2] Innovative Approaches to Examine Post-Acute Care Outcomes of Older Adults withTraumatic Brain Injury

Role: Co-PIProject PI:ThomasAgency: NIAPeriod: 10/1/18 - 3/31/20Amount: $285,308

[3] Claude D. Pepper Older Americans Independence Center at YaleRole: Brown subcontract PIProject PI:AlloreAgency: NIAPeriod: 10/01/18-06/30/19Amount: $61,535

[4] Effectiveness of Medicaid’s Home- and Community-Based Services for Persons withMultiple Sclerosis

Role: InvestigatorProject PI:ShiremanAgency: National Multiple Sclerosis SocietyPeriod: 10/1/2014 - 9/30/2017Amount: $560,861

[5] Medicaid Managed Care and the Quality of Care for Women and Children: Evaluating aRandomized Trial of Enrollment in a Medicaid-Focused or Commercial Health InsurancePlan

Role: InvestigatorProject PI:TrivediAgency: HRSAPeriod: 4/1/15 – 3/31/18Amount: $594,648

[6] Researcher Training and Workforce Development in Methods and Standards for Con-ducting Patient Centered Outcomes

Role: InvestigatorProject PI:SchmidAgency: AHRQPeriod: 06/01/14 – 05/31/19Amount: $272,305

[7] Pragmatic Trial of Video Intervention for Advance Care Planning in Nursing HomesRole: InvestigatorProject PI:MorAgency: UH2/UH3/NIHPeriod: 08/15/14-05/31/19Amount: $2,920,367

[8] METRIcAL – Music & Memory: a Pragmatic TRIal for Nursing Home Residents withALzheimer’s Disease

Role: InvestigatorProject PI:MorAgency: NIAPeriod: 09/15/17-08/31/22Amount: $399,984

[9] Implementing and Evaluating INTERACT in VA CLCs

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Role: Brown SubcontractProject PI:MorAgency: VAPeriod: 4/1/13-3/31/16Amount: $454,321

[10] Center of Innovation (COIN), Long-term Services and Supports for Vulnerable VeteransRole: Brown SubcontractProject PI:MorAgency: VAPeriod: 10/01/13 – 09/30/18

[11] Changing Long Term Care in America: Policies, Markets, Strategies, and OutcomesRole: InvestigatorProject PI:MorAgency: NIAPeriod: 12/1/13 - 11/30/18Amount: $5,149,670

[12] Aging, comorbid conditions, and health care utilization in persons with HIVRole: InvestigatorProject PI:WilsonAgency: NIMHPeriod: 04/01/14 - 03/31/18Amount: $1,999,264

[13] Effect of Iatrogenic Delivery at 34-38 Weeks’ Gestation on Pregnancy OutcomeRole: InvestigatorProject PI:SavitzAgency: WIH/NICHHDPeriod: 05/01/14 – 04/30/19Amount: $105,612

[14] Imaging Dementia-Evidence for Amyloid Scanning (IDEAS) StudyRole: InvestigatorProject PI:GatsonisAgency: ACRPeriod: 06/01/15-06/30/20Amount: $802,165

[15] Outcomes Associated with Significant Incidental Findings in Lung Cancer ScreeningRole: Co-investigatorProject PI:GareenAgency: NCIPeriod: 03/17/17 – 02/28/21

[16] Caregivers’ Reactions and Experience: Imaging Dementia Evidence for Amyloid Scan-ning

Role: Co-investigatorProject PI:MorAgency: NIAPeriod: 10/01/17-09/30/21Amount: $680,589

[17] Lung Screening: Efficacy versus EffectivenessRole: Co-investigatorProject PI:GareenAgency: NCIPeriod: 12/01/17-11/30/22Amount: $403,582

Pending[18] A Clinical Prediction Tool to Guide Prevention of Injurious Falls in the Nursing Home

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Role: Co-investigatorProject PI: BerrySubcontract:Hebrew Senior Life-HarvardPeriod: 02/01/18-01/31/22

[19] Opioid use in Post-acute Hip Fracture Care: Prescribing patterns, effectiveness, andsafety

Role: Co-investigatorProject PI:Zullo, BeaudoinAgency: NIHPeriod: 9/1/18-8/31/20Amount: $168,712

[20] Safe Cardiometabolic Drug Prescribing to Prevent Injury in the Nursing HomeRole: Co-investigatorProject PI: BerrySubcontract:Hebrew Senior Life-HarvardPeriod: 09/01/18-01/31/22

[21] Alzheimer’s Disease and Related Disorders Treatment and Outcomes in America: Chang-ing Policies and Systems

Role: Core C InvestigatorProject PI:MorAgency: NIAPeriod: 04/01/18-03/31/23Amount: $531,319

Completed[22] Estimation of Multi-Treatment Effects from Observational Data with Application to

Diabetes MellitusRole: PIAgency: PCORIPeriod: 02/1/15 - 02/01/19Amount:$700,000

[23] Merging National Hospital Trauma Registry Data with Medicare Claims and Post-AcuteCare Patient Assessments to Examine Predictors of Functional Improvement amongOlder Adults with Traumatic Brain Injury

Role: Co-PIAgency: Advanced-CTRPeriod: 08/1/17 - 08/1/18Amount:$74,924

[24] Improving Linkage to HIV Care Following Release from Incarceration (LINCS)Role: InvestigatorProject PI:Judy RichAgency: NIH/The Miriam HospitalPeriod: 11/01/12 - 06/30/15

[25] Geriatric Extended Care Data Analysis Center (GEC DAC)Role: Brown SubcontractProject PI:Orna IntratorAgency: VAPeriod: 7/1/11-8/31/13

[26] QuBBD: Estimating drug-drug and drug-disease interactions for nursing homes residentsRole: PIAgency: NSFPeriod: 09/15/15 - 08/30/17Amount:$99,998

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Service ActivitiesUniversity Services

2017-present Member, Brown University College Curriculum Committee2013-present Member, Department of Biostatistics PhD Admission Committee2012-present Director, Undergraduate Concentration in Statistics2012-present Member, Department of Biostatistics Curriculum Committee2011-present Member, School of Public Health MPH Admission Committee

2015 Member, Junior Faculty Search Committee, Department of Biostatistics2013-2015 Member, School of Public Health Curriculum Committee

2012-present Member, SPH Undergraduate Studies Committee2011-2017 Member, Department of Biostatistics Web Committee2011-2013 Member, Department of Biostatistics Master graduate Admission Committee

Professional Services2017–present Associate Editor - PLOS 12017–Present Board Member - New England Statistical Society2017–present Editorial Board - Statistical Method in Medical Research2017–present PCORI Methods Consultant

2019-2020 Chair Student Committee ICHPS 20202018 Local organizing committee - StatFest 20182018 Organizer invited session ICHPS 2018, Linking Registries and other Clinical and Administrative Data

to Enhance Comparative Effectives Research2018 Program Chair Elect - Health Policy Statics Section, American Statistical Association2018 PCORI Assessment of Prevention, Diagnosis, and Treatment Options PCORI funding announcement,

grant reviewer2016,2017 PCORI PURE Methods, grant reviewer2014,2016 NSF Ad-hoc grant reviewer

2016 Orthotics and Prosthetics Outcomes Research Program, grant reviewer2015 Organizer invited session ICHPS 2015, Linking Records from Different Sources in Health-care Applica-

tions2015 Chair of the local organizing committee of ICHPS, Providence, RI, 20152014 Organizer invited session JSM 2014, Recent Advances in Causal Inference Methods for Health Policy

and Services Research2014 Committee member Atlantic Causal Inference Conference, Brown University, Providence, RI, 2014

2011–present Peer Reviewer. Annals of Applied Statistics, Annals of Epidemiology, Bayesian Statistics, Biometrics,Biometrika, BMC Bioinformatics, BMC Research Notes, BMJ Open, Circulation, Computationaland Graphical Statistics, Educational Researcher, Epidemiology, Guilford Press, Health Services andOutcomes Research Methodology, Health Services Research, IIE Transactions, Journal of AppliedStatistics, Journal of the American Statistical Association, PLOS ONE, Quality of Life Research,Radiology, Research Synthesis Methods, Statistics in Medicine, The Social Science Journal.

Academic and Professional Awards2013 Brown University Richard B. Salomon Faculty Research Awards2010 JSM Student Award, Section on Health Policy Statistics, American Statistical Association2007 Harvard University Derek Bok Center, Certificate of Distinction in Teaching of Undergraduates2006 The James Mills Pierce Fellowship, Graduate School of Arts and Sciences, Harvard University

2001,2002,2005 Excellent Officer Award, Israel Defense Forces2002 Excellence Award Teaching Assistant, School of Mathematics, Faculty of Exact Sciences, Tel Aviv

University2000 The Nimrod Lapid Award for Excellence of B.Sc. Students in Statistics, School of Mathematics,

Faculty of Exact Sciences, Tel Aviv University

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1999 Dean’s Excellence Award in Statistics, Operation Research and Computer Science. School of Mathe-matics, Faculty of Exact Sciences, Tel Aviv University

Memberships2016–present AcademyHealth

2012–2013 International Society for Bayesian Analysis2007–present American Statistical Association

2009–2011 Institution of Mathematical Statistics2004–2006 Associate Member of the Ben-Tal Bioinformatics Group, Biochemistry Department, Tel Aviv University2001–2004 Member of the False Discovery Rate group, Faculty of Exact Sciences, School of Mathematics, Tel

Aviv University

TeachingCourses Taught

Spring 2015,2017

Guest Lecture, Causal Inference in Health Services Research.

–Statistics 186. Statistical Methods for Evaluating Causal Effects, Harvard University, Cambridge,MA

Fall 2014 -2018

Instructor.

–PHP 1501 (58, 68, 73, 85): Essentials of Data AnalysisFall 2014 Co-Instructor.

–EMHL 0100 (7): Statistics is EverywhereSpring 2014,2015, 2016,

2017

Co-Instructor.

–EMHL 2030 (28, 30, 21, 15): Data Driven Decision MakingSpring 2014 Instructor.

–PHP 2511 (25): Applied Regression MethodsFall 2011,

2012, 2013,2015, 2017,

2018

Instructor.

–PHP 2530 (5, 15, 5, 20, 7, 13): Bayesian Statistical MethodsSpring 2013 Instructor.

–PHP 2540 (5): Advanced Methods for Multivariate Analysis2007–2011 Teaching Fellow, Harvard University, Department of Statistics.

–Stat 110: Introduction to Probability–Stat 111: Introduction to Stochastic Processes–Stat 220: Bayesian Data Analysis–Stat 221: Statistical Computing Methods and Learning–Stat 249/149: Statistical Sleuthing through Generalized Linear ModelsMaster’s Theses Directed

2012 Ye Xu, Comparison of the Procedures for Estimation of Causal Effects.2013 Elizabeth Piette (Public Health), Attempting to Use Causal Inference Methods to Profile Health

Providers.2014 Anja Zgodic, Possible Pitfalls of Cumulative Sum Charts and Funnel Plots in Monitoring Clinical

Performance and Outcomes.2016 Valerie Langberg, Sample Size Calculation for Cluster Randomized Trials Based on the Random-

ization Distribution.2017 Chang Chen, Comparative Outcomes of Treatment Regimens in Waldenstrom Macroglobulinemia.

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Ph.D. Theses Supervised (as Primary or Sole Advisor)2014 Michael Lopez, Causal Inference for Multiple Treatments, Current Position: Assistant Professor of

Statistics, Skidmore College.2016 Chenyang Gu, Statistical Missing Data Methods with Applications to Health Services Research,

Current Position: Associate at Analysis Group.2018 Anthony Scotina, Estimation of Multi-Treatment Effects from Observational Data with Applications

to Type 2 Diabetes Mellitus, Current Position: Assistant Professor - MSTAT, Simmons College.

Current PhD Students–Mingyang Shan–Ruoshui Zhai–Gabriella SilvaPhD Committee Member–Jessica Roydhouse (HSPP - 2017)–Francesca Beaudoin (Epidemiology - 2017)–Andrew Zullo (HSPP - 2017)–Kristen McCausland (Epidemiology - 2017)Graduated Masters Students–Russell Forman (Biostatistics) (2013)–Bin Lin (Biostatistics) (2014)–Chieh Chu (Biostatistics) (2014)–Yinan Zhang (Biostatistics) (2014)Undergraduate Thesis Supervised–Jay J. Xu (Statistics) (2015)–Kavia Khosla (Public Health) (2016)–Brian Gilbert (Statistics) (2018)

Updated: 03/16/2018

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