Presenting Author: Julia Liaw

Co-Author: Meera Harhay, MD – Drexel University College of Medicine

Co-Author: Soko Setoguchi, MD, DrPH, FISPE – Rutgers Robert Wood Johnson Medical School

Co-Author: Tobias Gerhard, PhD, FISPE – Rutgers Center for Pharmacoepidemiology and Treatment Science

Co-Author: Chintan Dave, Pharm.D., PhD – Rutgers Center for Pharmacoepidemiology and Treatment Science

Presenting Author: Devin Abrahami, PhD – Brigham and Women's Hospital, Harvard Medical School

Co-Author: Elvira D'Andrea – Brigham and Women's Hospital, Harvard Medical School

Co-Author: Seoyoung Kim, MD, DSc – BWH Div of Pharmacoepidemiology and Pharmacoeconomics

Co-Author: Julie M. Paik, MD, ScD – Brigham and Women's Hospital, Harvard Medical School

Co-Author: Deborah Wexler, MD MSc – Massachusetts General Hospital

Co-Author: Elisabetta Patorno – Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA

Presenting Author: Gabriel Sanfelix-Gimeno – Foundation for the Promotion of Health and Biomedical Research of Valencia Region

Co-Author: Patricia Martínez-Ibáñez – FISABIO

Co-Author: Irene Marco-Moreno – FISABIO

Co-Author: Celia Robles-Cabaniñas – FISABIO

Co-Author: Eugenia Avelino-Hidalgo – INCLIVA

Co-Author: Laura Bellot-Pujalte – INCLIVA

Co-Author: Ignacio Barreira-Franch – INCLIVA

Co-Author: Lucía Martínez-Ibáñez – INCLIVA

Co-Author: Margarita Gimenez-Loreiro – INCLIVA

Co-Author: Marina Escrig-Veses – INCLIVA

Co-Author: Mercedes Calleja-Del-Ser – INCLIVA

Co-Author: María Bóveda-Garcia – INCLIVA

Co-Author: Clara Rodriguez-Bernal – Foundation for the Promotion of Health and Biomedical Research of the Valencia Region, Spain

Co-Author: Isabel Hurtado – Foundation for the Promotion of Health and Biomedical Research of the Valencia Region, Spain

Co-Author: Aníbal García-Sempere – FISABIO

Co-Author: Salvador Peiró – FISABIO

Co-Author: Jose Sanfélix-Genovés – FISABIO

Presenting Author: Monika P. Oktora – University Medical Center Groningen

Co-Author: Stijn De Vos – Research Institute of Pharmacy, Unit of PharmacoTherapy, -Epidemiology and Economics, University of Groningen, Groningen The Netherlands

Co-Author: Sieta de Vries – Department of Clinical Pharmacy and Pharmacology, University Medical Centre Groningen, Groningen, The Netherlands

Co-Author: Eelko Hak – Unit of PharmacoTherapy, -Epidemiology, & -Economics, Groningen Research Institute of Pharmacy, University of Groningen, 9713 AV Groningen, The Netherlands

Co-Author: Petra Denig, PharmD, PhD, FISPE – University Medical Center Groningen

Presenting Author: Laila Nabil Mahmoud Helmy Aboulatta – The University of Manitoba

Co-Author: Payam Peymani, PharmD – The University of Manitoba

Co-Author: Christine Vaccaro, BSc – College of Pharmacy, University of Manitoba

Co-Author: Christine Leong – College of Pharmacy, Rady Faculty of Health Sciences, University of Manitoba

Co-Author: Kaarina Kowalec – College of Pharmacy, Rady Faculty of Health Sciences, University of Manitoba

Co-Author: Joseph Delaney, PhD – College of Pharmacy, Rady Faculty of Health Sciences, University of Manitoba

Co-Author: Jamie Falk – College of Pharmacy, Rady Faculty of Health Sciences, University of Manitoba

Co-Author: Silvia Alessi-Severini – College of Pharmacy, Rady Faculty of Health Sciences University of Manitoba, Winnipeg, Canada.

Co-Author: Basma Aloud – University of Manitoba

Co-Author: Sherif Eltonsy – The University of Manitoba

Presenting Author: Ana C. Araujo, PharmD – INFARMED - National Authority of Medicines and Health Products, I.P.

Co-Author: Rita Casal – iMed.ULisboa – Research Institute for Medicines, Faculty of Pharmacy, University of Lisbon

Co-Author: João Goulão – SICAD - General-Directorate for Intervention on Addictive Behaviours and Dependencies

Co-Author: Ana Martins – iMed.ULisboa – Research Institute for Medicines, Faculty of Pharmacy, University of Lisbon

Presenting Author: Orges Alabaku – University of Pittsburgh

Co-Author: Katie Suda, PharmD, MS – University of Pittsburgh

Co-Author: Simone Vigod, MD, MSc – University of Toronto

Co-Author: Mina Tadrous, PharmD, PhD, MS

Presenting Author: Grace (Hsin Min) Wang – University of Florida Department of Pharmaceutical Outcomes and Policy

Co-Author: Steven Smith – 2. Department of Pharmacotherapy & Translational Research, University of Florida College of Pharmacy, Gainesville, Florida, United States

Co-Author: Earl J. Morris, IV, PharmD, MPH – University of Florida - Department of Pharmaceutical Outcomes & Policy

Co-Author: Scott M. Vouri, PharmD, PharmD, PhD, PhD – University of Florida College of Pharmacy

Presenting Author: Anne Mobley Butler, PhD – Washington University School of Medicine

Co-Author: Derek Brown, PhD – Washington University School of Medicine

Co-Author: Michael Durkin, MD, MPH – Washington University School of Medicine

Co-Author: John Sahrmann, MA – Washington University School of Medicine

Co-Author: Katelin B. Nickel – Washington University School of Medicine

Co-Author: Caroline O'Neil, MA, MPH – Washington University School of Medicine

Co-Author: Margaret Olsen, PhD, MPH – Washington University School of Medicine

Co-Author: David Hyun, MD – Pew Charitable Trusts

Co-Author: Rachel Zetts, MPH – Pew Charitable Trusts

Co-Author: Jason Newland, MD, MEd – Washington University School of Medicine

Presenting Author: Nils Skajaa

Co-Author: Devin Abrahami, PhD – Brigham and Women's Hospital, Harvard Medical School

Co-Author: Kasper Adelborg – Department of Clinical Epidemiology, Department of Clinical Medicine, Aarhus University & Aarhus University Hospital, Aarhus, Denmark

Co-Author: Henrik Toft Sørensen, MD, PhD, DMSc, DSc – Department of Clinical Epidemiology, Aarhus University and Aarhus University Hospital, Aarhus, Denmark

Co-Author: Julie Lauffenburger, PharmD, PhD – BWH Div of Pharmacoepidemiology and Pharmacoeconomics

Co-Author: Elvira D'Andrea – Brigham and Women's Hospital, Harvard Medical School

Co-Author: Lee H Schwamm – Mass General Hospital

Co-Author: Elisabetta Patorno – Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA

Presenting Author: Macarius M. Donneyong, PhD – The Ohio State University

Presenting Author: Marie Linder, PhD, MSc – Karolinska Institutet

Co-Author: Carolyn E. Cesta, PhD – Karolinska Institutet

Co-Author: Helena Kopp Kallner – Department of Clinical Sciences at Danderyd Hospital, Karolinska Institute, SE-171 77 Stockholm, Sweden

Co-Author: silvia Segovia Chacón, RNM, MSc – Department of Medicine Solna, Center for Pharmacoepidemiology, Karolinska Institutet, Stockholm, Sweden

Co-Author: Sofie Graner, MD PhD – Center for Pharmacoepidemiology, Karolinska Insitutet

Presenting Author: Kristian Svendsen, PhD – University of Tromso

Presenting Author: Xinchun GU – The University of Manchester

Co-Author: Teng-Chou Chen, n/a – the University of Manchester

Co-Author: Douglas Steinke, PhD, FISPE – University of Manchester

Co-Author: Li-Chia Chen – University of Manchester

Presenting Author: Svetla Slavova, PhD

Co-Author: Feitong Lei – University of Kentucky College of Public Health

Co-Author: Daniela Moga, MD, PhD – University of Kentucky College of Pharmacy

Co-Author: Emily Slade, PhD – Department of Biostatistics, College of Public Health, University of Kentucky

Co-Author: Lindsey Hammerslag – Institute for Biomedical Informatics, College of Medicine, University of Kentucky

Co-Author: Nabarun Dasgupta – UNC Gillings School of Global Public Health

Co-Author: Michelle Lofwall, MD – Departments of Behavioral Science and Psychiatry, University of Kentucky

Co-Author: Patricia Freeman, RPh, PhD, FAPhA, FNAP – University of Kentucky

Co-Author: Bethany L. DiPrete, PhD – University of North Carolina at Chapel Hill

Presenting Author: Gillian E. Caughey, PhD, BSc – University of South Australia

Co-Author: Catherine Lang – Registry of Senior Australians, South Australian Health and Medical Research Institute

Co-Author: Janet Sluggett – Registry of Senior Australians, South Australian Health and Medical Research Institute

Co-Author: Steve Wesselingh – Registry of Senior Australians, South Australian Health and Medical Research Institute

Co-Author: Maria Inacio – Registry of Senior Australians, South Australian Health and Medical Research Institute

Presenting Author: Junqing Xie – CSM, NDORMS, University of Oxford

Co-Author: Victoria Y. Strauss – Boehringer Ingelheim Pharma GmbH & Co. KG

Co-Author: Gary S Collins – Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology & Musculoskeletal Sciences, University of Oxford, Oxford, UK

Co-Author: Sara Khalid – CSM, NDORMS, University of Oxford

Co-Author: Antonella Delmestri, PhD – Pharmaco- and Device Epidemiology, Centre for Statistics in Medicine - Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Botnar Research Centre, University of Oxford, Windmill Road, Oxford

Co-Author: Aleksandra Turkiewicz – 4. Clinical Epidemiology Unit, Orthopaedics, Clinical Sciences, Lund, Lund University, Lund, Sweden

Co-Author: martin Englund – 4. Clinical Epidemiology Unit, Orthopaedics, Clinical Sciences, Lund, Lund University, Lund, Sweden

Co-Author: Mina Tadrous, PharmD, PhD, MS

Co-Author: Carlen Reyes – Institut Universitari d�Investigaci� en Atenci� Prim�ria Jordi Gol

Co-Author: Daniel Prieto-Alhambra, MD, MSc, PhD, FISPE – CSM, NDORMS, University of Oxford

Presenting Author: Pilar Hernandez-Con – University of Florida Department of Pharmaceutical Outcomes and Policy

Co-Author: Haesuk Park – University of Florida

Co-Author: Michael Maguire, MS – Department of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida

Co-Author: Shailina Keshwani, MS – Department of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida

Co-Author: Juan Hincapie-Castillo, PharmD, MS, PhD – University of North Carolina at Chapel Hill

Presenting Author: Bethany L. DiPrete, PhD – University of North Carolina at Chapel Hill

Co-Author: Shabbar Ranapurwala, PhD, MPH – Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina, USA

Co-Author: Courtney N. Maierhofer – UNC Gillings School of Global Public Health

Co-Author: Naoko Fulcher, MS – Injury Prevention Research Center, University of North Carolina, Chapel Hill, North Carolina, USA

Co-Author: Paul Chelminski, MD, MPH, FACP – Department of Medicine, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA

Co-Author: Christopher Ringwalt, DrPH – Injury Prevention Research Center, University of North Carolina, Chapel Hill, North Carolina, USA

Co-Author: Timothy Ives, PharmD, MPH, FCCP – Department of Medicine, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA

Co-Author: Nabarun Dasgupta – UNC Gillings School of Global Public Health

Co-Author: Vivian Go, PhD – Department of Health Behavior, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina, USA

Co-Author: Brian Pence, PhD – Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina, USA

Presenting Author: Daniala L. Weir – Utrecht University

Co-Author: Kay James – University of Toronto

Co-Author: Kednapa Thavorn – Ottawa Hospital Research Institute

Co-Author: Sara Guilcher – University of Toronto

Co-Author: Salmaan Kanji – Ottawa Hospital

Co-Author: Sunita Mulpuru – Ottawa Hospital

Co-Author: Chris Bai – University of Toronto

Co-Author: Walter Wodchis – University of Toronto

Presenting Author: Motomori O. Lewis, BS – University of Florida Department of Pharmaceutical Outcomes and Policy

Co-Author: Lili Zhou, PhD, MS, MSPH – BeiGene

Co-Author: Walid Gellad, MD, MPH – Center for Pharmaceutical Policy and Prescribing, Health Policy Institute, University of Pittsburgh

Co-Author: Juan Hincapie-Castillo, PharmD, MS, PhD – University of North Carolina at Chapel Hill

Co-Author: Diana Wilkie, PhD, RN, FAAN – Biobehavioral Nursing Science, University of Florida

Co-Author: Richard Segal, PhD – Department of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida

Co-Author: Debbie Wilson, PhD, RN – Department of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida

Co-Author: Weihsuan Jenny Lo-Ciganic, PhD – University of Florida Department of Pharmaceutical Outcomes and Policy

Presenting Author: Greg A. Carney, PhD – University of British Columbia

Co-Author: Colin Dormuth – University of British Columbia

Co-Author: Lina Al-Sakran, PhD – University of British Columbia

Co-Author: Anat Fisher, MD, PhD – University of British Columbia

Co-Author: Malcolm Maclure – University of British Columbia

Presenting Author: Weihsuan Jenny Lo-Ciganic, PhD – University of Florida Department of Pharmaceutical Outcomes and Policy

Co-Author: Juan Hincapie-Castillo, PharmD, MS, PhD – University of North Carolina at Chapel Hill

Co-Author: Ching-Yuan Chang – Department of Pharmaceutical Outcomes & Policy, College of Pharmacy, University of Florida

Co-Author: Bobby Jones – Department of Pharmaceutical Outcomes & Policy, College of Pharmacy, University of Florida

Co-Author: Haesuk Park – University of Florida

Co-Author: Coy Heldermon, M.D., Ph.D. – Department of Medicine, College of Medicine, University of Florida

Co-Author: Vakaramoko Diaby, Ph.D., M.Sc., – University of Florida

Co-Author: Debbie Wilson, PhD, RN – Department of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida

Presenting Author: Lotte Rasmussen – University of Southern Denmark

Co-Author: Peter Jensen – Clinical Pharmacology, Pharmacy and Environmental Medicine, Department of Public Health, University of Southern Denmark, Denmark

Co-Author: Johan Reutfors – Centre for Pharmacoepidemiology, Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden

Co-Author: Lena Brandt – Centre for Pharmacoepidemiology, Clinical Epidemiology Division, Department of Medicine Solna, Karolinska Institute, Stockholm, Sweden

Co-Author: Kari Furu – Department of Chronic Diseases, Norwegian Institute of Public Health, Norway

Co-Author: Svetlana Skurtveit – Department of Mental Disorders, Norwegian Institute of Public Health, Norway

Co-Author: Randi Selmer – Department of Chronic Diseases, Norwegian Institute of Public Health, Norway

Co-Author: Per Damkier, MD, PhD – Department of Clinical Pharmacology, Odense University Hospital, Denmark and Department of Clinical Research, University of Southern Denmark, Denmark

Co-Author: Mette Bliddal, PhD – University of Southern Denmark (Department of Clinical Research)

Co-Author: Rikke Wesselhoeft – University of Southern Denmark

Presenting Author: Adrienne YL Chan – The University of Hong Kong

Co-Author: Tian-Tian Ma – Laboratory of Data Discovery for Health (D24H), Hong Kong Science and Technology Park, Hong Kong

Co-Author: Wallis Lau – Research Department of Practice and Policy, School of Pharmacy, University College London, London, United Kingdom

Co-Author: Patrick Ip – Department of Paediatrics and Adolescent Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong

Co-Author: David Coghill – Departments of Paediatrics and Psychiatry, Faculty of Medicine Dentistry and Health Sciences, University of Melbourne, Melbourne, Australia

Co-Author: Le GAO – University of Hong Kong

Co-Author: Yogini Jani, PhD – University College London (UCL)

Co-Author: Yingfen Hsia – School of Pharmacy, Queen's University, Belfast, United Kingdom

Co-Author: Li Wei – Research Department of Practice and Policy, School of Pharmacy, University College London, London, United Kingdom

Co-Author: Katja Taxis, MD, PhD, FISPE – University of Groningen

Co-Author: Emily Simonoff – Department of Child and Adolescent Psychiatry, King's College London, Institute of Psychiatry, Psychology and Neuroscience, London, United Kingdom

Co-Author: David Taylor – South London and Maudsley NHS Foundation Trust, Denmark Hill, Camberwell, London, United Kingdom

Co-Author: Terry Y. Lum – Department of Social Work and Social Administration, Faculty of Social Sciences, The University of Hong Kong, Hong Kong

Co-Author: Kenneth Man, PhD – University of Hong Kong

Co-Author: Ian Wong – Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China

Presenting Author: Claudia Bruno, BSc – School of Population Health, UNSW Sydney

Co-Author: Alys Havard – National Drug and Alcohol Research Centre, Faculty of Medicine and Health, University of New South Wales, Sydney, Australia

Co-Author: Malcolm Gillies, BSc (Hons), PhD, MBiostat – Centre for Big Data Research in Health, Faculty of Medicine and Health, University of New South Wales, Sydney, Australia

Co-Author: David Coghill – Departments of Paediatrics and Psychiatry, Faculty of Medicine Dentistry and Health Sciences, University of Melbourne, Melbourne, Australia

Co-Author: Jonathan Brett – Centre for Big Data Research in Health, Faculty of Medicine and Health, University of New South Wales, Sydney, Australia

Co-Author: Adam Guastella – Brain and Mind Centre, Children's Hospital Westmead Clinical School, Faculty of Medicine and Health, University of Sydney, Sydney, Australia

Co-Author: Sallie-Anne Pearson, PhD – Centre for Big Data Research in Health, Faculty of Medicine and Health, University of New South Wales, Sydney, Australia

Co-Author: Helga Zoega – Centre for Big Data Research in Health, Faculty of Medicine and Health, University of New South Wales, Sydney, Australia

Presenting Author: Kate M. Chitty – The University of Sydney

Co-Author: Nicholas Buckley – University of Sydney

Co-Author: Jessy Lim – Biomedical Informatics and Digital Health, The University of Sydney

Co-Author: Zein Ali – The University of Sydney

Co-Author: Jennifer Schumann – Victorian Institute of Forensic Medicine

Co-Author: Rose Cairns – Biomedical Informatics and Digital Health, The University of Sydney

Co-Author: Benjamin Daniels – Centre for Big Data Research in Health

Co-Author: David Preen – University of Western Australia

Co-Author: Andrea Schaffer, MSc, MBiostat, PhD – University of Oxford

Presenting Author: Chun SIng Lam, Pharm – Chinese University of Hong Kong

Co-Author: Chui Ping Lee – School of Pharmacy, Faculty of Medicine, The Chinese University of Hong Kong

Co-Author: Joey Wing Yan Chan – Li Chiu Kong Family Sleep Assessment Unit, Department of Psychiatry, Faculty of Medicine, The Chinese University of Hong Kong

Co-Author: Yin Ting Cheung, PhD – School of Pharmacy, Faculty of Medicine, The Chinese University of Hong Kong

Presenting Author: Jannat Saini – University of Maryland, Baltimore ISPE Student Chapter

Co-Author: Danya Qato, PharmD, MPH, PhD – Department of Pharmaceutical Health Services Research, University of Maryland School of Pharmacy, Baltimore, MD, USA

Co-Author: Susan DosReis, FISPE – Pharmaceutical Health Services Research, School of Pharmacy

Presenting Author: Tanja Mueller, PhD – University of Strathclyde

Co-Author: Euan Proud – Public Health Scotland

Co-Author: Holly Tibble – University of Edinburgh

Co-Author: Elliott Hall – Public Health Scotland

Co-Author: Amanj Kurdi, PhD – University of Strathclyde

Co-Author: Marion Bennie – University of Strathclyde

Presenting Author: Mette Bliddal, PhD – University of Southern Denmark (Department of Clinical Research)

Co-Author: Lotte Rasmussen – University of Southern Denmark

Co-Author: Jacob Harbo Andersen – University of Southern Denmark

Co-Author: Anton Pottegård, PhD, MSc – University of Southern Denmark

Co-Author: Trine Munk-Olsen – National Centre for Register-based Research - Aarhus University

Co-Author: Helene Kildegaard – Pharmacology and Pharmacy, Department of Public Health, University of Southern Denmark (SDU)

Co-Author: Rikke Wesselhoeft – University of Southern Denmark

Presenting Author: Carla Torre – Faculty of Pharmacy University of Lisbon

Co-Author: Antonio Teixeira Rodrigues, PharmD, PhD – School of Medicine, University of Minho

Co-Author: Mariana domingues – Faculdade de Farmácia da Universidade de Lisboa, Departamento de Farmácia, Farmacologia e Tecnologias em Saúde, Lisboa, Portugal

Co-Author: José Guerreiro – Centre for Health Evaluation and Research, National Association of Pharmacies (CEFAR/Infosaude-ANF)

Co-Author: João Rocha – Faculdade de Farmácia da Universidade de Lisboa, Departamento de Farmácia, Farmacologia e Tecnologias em Saúde, Lisboa, Portugal.

Co-Author: Bruno Sepodes – Faculdade de Farmácia da Universidade de Lisboa, Departamento de Farmácia, Farmacologia e Tecnologias em Saúde, Lisboa, Portugal

Presenting Author: Marie C. Bradley, PhD – US Food and Drug Administration

Co-Author: David Graham, MPH, MD – US Food and Drug Administration

Co-Author: Efe Eworuke, PhD – US Food and Drug Administration

Co-Author: Hana Lee – U.S. Food and Drug Administration

Co-Author: Sandia Akhtar – Acumen, LLC

Co-Author: Hai Lyu – Acumen LLC

Co-Author: Kushal Naik – Acumen LLC

Co-Author: Yoganand Chillarige, MPA – Acumen LLC

Co-Author: Francesca Cunningham, Pharm.D. – Department of Veterans Affairs

Co-Author: Diane Dong – Department of Veterans Affairs

Co-Author: Rongping Zhang – Department of Veterans Affairs

Co-Author: Noelle M. Cocoros, DSc – Harvard Pilgrim Health Care Institute

Co-Author: Austin Cosgrove – Harvard Pilgrim Healthcare Institute

Co-Author: Ashley I. Martinez, PharmD, PhD – Harvard Pilgrim Health Care Institute

Co-Author: Judith C. Maro, PhD – Harvard Pilgrim Health Care Institute

Co-Author: Andrew Weckstein – Aetion, Inc

Co-Author: Aidan Baglivo, BS – Aetion, Inc

Co-Author: Sarah Vititoe, MPH – Aetion, Inc

Co-Author: Elizabeth M. Garry, MPH, PhD – Aetion, Inc

Co-Author: Nicolle Gatto, PhD, FISPE – Aetion, Inc.

Co-Author: Jeffrey Kelman – CMS

Co-Author: Silvia Perez-Vilar, PhD – US Food and Drug Administration

Presenting Author: Katelin B. Nickel – Washington University School of Medicine

Co-Author: Anne Mobley Butler, PhD – Washington University School of Medicine

Co-Author: Michael Durkin, MD, MPH – Washington University School of Medicine

Co-Author: Margaret Olsen, PhD, MPH – Washington University School of Medicine

Co-Author: John Sahrmann, MA – Washington University School of Medicine

Co-Author: Caroline O'Neil, MA, MPH – Washington University School of Medicine

Presenting Author: Alekhya Lavu – The University of Manitoba

Co-Author: Donica Janzen – The University of Manitoba

Co-Author: Laila Nabil Mahmoud Helmy Aboulatta – The University of Manitoba

Co-Author: Payam Peymani, PharmD – The University of Manitoba

Co-Author: Brianne Desrochers – The University of Manitoba

Co-Author: Silvia Alessi-Severini – College of Pharmacy, Rady Faculty of Health Sciences University of Manitoba, Winnipeg, Canada.

Co-Author: Sherif Eltonsy – The University of Manitoba

Presenting Author: Danielle E. Robinson – Lane Clark and Peacock

Co-Author: Jonathan Pearson-Stuttard – Lane Clark and Peacock

Co-Author: Benjamin Bray – Lane Clark and Peacock

Presenting Author: Alejandro Amill-Rosario – University of Maryland School of Pharmacy

Co-Author: Haeyoung Lee – University of Maryland School of Pharmacy

Co-Author: Chengchen Zhang – University of Maryland School of Pharmacy

Co-Author: Susan DosReis, FISPE – Pharmaceutical Health Services Research, School of Pharmacy

Presenting Author: Maria C. Schneeweiss – BWH Div of Pharmacoepidemiology and Pharmacoeconomics

Co-Author: Priyanka Anand, MPH, MBBS – Brigham and Women's Hospital, Harvard Medical School

Co-Author: Sebastian Schneeweiss, ScD, MD, FISPE – BWH Div of Pharmacoepidemiology and Pharmacoeconomics

Presenting Author: Dima Qato

Co-Author: Andrew Shooshtari – University of Southern California

Co-Author: jonathan Cohen – University of Southern California

Co-Author: Prashant Yadav – Center for Global Development

Presenting Author: M�t� Szilcz – Karolinska Institutet

Co-Author: Jonas Wastesson – Department of Medical Epidemiology and Biostatistics, Karolinska Institute

Co-Author: Henrik Lindman – Department of Immunology, Genetics and Pathology, Experimental and Clinical Oncology; Clinical Oncology, Faculty of Medicine, Uppsala University Hospital, Uppsala, 751 85, Sweden

Co-Author: Kristina Johnell – Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.

Presenting Author: Wenzhen Ge, PhD – Regeneron Pharmaceuticals

Co-Author: Scott Antonia – Center for Cancer Immunotherapy, Duke University School of Medicine, Durham, NC, USA

Co-Author: Ning Wu – Regeneron Pharmaceuticals, Inc, Tarrytown, NY, USA

Co-Author: Jean-Francois Pouliot – Regeneron Pharmaceuticals, Inc, Tarrytown, NY, USA

Co-Author: Hilary Dietz – Center for Cancer Immunotherapy, Duke University School of Medicine, Durham, NC, USA

Co-Author: Jessica Jalbert, PhD – Regeneron Pharmaceuticals

Co-Author: Ruben GW Quek – Regeneron Pharmaceuticals, Inc, Tarrytown, NY, USA

Co-Author: James Harnett – Regeneron Pharmaceuticals, Inc, Tarrytown, NY, USA

Presenting Author: Giulia Hyeraci – Agenzia Regionale di Sanit� Toscana

Co-Author: Olga Paoletti – ARS Toscana, Florence, Italy

Co-Author: Luigi Francesco Iannone – Headache Centre, Careggi University Hospital, Department of Health Sciences, University of Florence, Florence, Italy

Co-Author: Rosa Gini, PhD – Agenzia Reg Della Sanit

Co-Author: Francesco De Cesaris – Headache Centre, Careggi University Hospital, Department of Health Sciences, University of Florence, Florence, Italy

Co-Author: Silvia Benemei – Headache Centre, Careggi University Hospital, Department of Health Sciences, University of Florence, Florence, Italy

Co-Author: Pierangelo Geppetti – Headache Centre, Careggi University Hospital, Department of Health Sciences, University of Florence, Florence, Italy

Co-Author: Giuseppe Roberto, PhD – Agenzia Regionale di Sanità della Toscana

Presenting Author: Juan Hincapie-Castillo, PharmD, MS, PhD – University of North Carolina at Chapel Hill

Co-Author: Weihsuan Jenny Lo-Ciganic, PhD – University of Florida Department of Pharmaceutical Outcomes and Policy

Co-Author: Ching-Yuan Chang – Department of Pharmaceutical Outcomes & Policy, College of Pharmacy, University of Florida

Co-Author: Bobby Jones – Department of Pharmaceutical Outcomes & Policy, College of Pharmacy, University of Florida

Co-Author: Haesuk Park – University of Florida

Co-Author: Coy Heldermon, M.D., Ph.D. – Department of Medicine, College of Medicine, University of Florida

Co-Author: Vakaramoko Diaby, Ph.D., M.Sc., – University of Florida

Co-Author: Debbie Wilson, PhD, RN – Department of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida