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Center for Health Incentives and Behavioral Economics (CHIBE)
  1. Research

Publications

Take a look at CHIBE’s publications, which are helping advance the science of using behavioral economics to improve health and leading to discoveries around how our minds work.

Detection of Medication Taking Using a Wrist-Worn Commercially Available Wearable Device

JCO Clinical Cancer Informatics
December 21, 2023
Amy I. Laughlin, Quy Cao, Richard Bryson, Virginia Haughey, Rashad Abdul-Salaam, Virgilio Gonzenbach, Mridini Rudraraju, Igor Eydman, Christopher M Tweed, Glenn J. Fala, Kash Patel, Kevin R. Fox, C. William Hanson, Justin E. Bekelman, Haochang Shou

Protocol for a Pragmatic Stepped Wedge Cluster Randomized Clinical Trial Testing Behavioral Economic Implementation Strategies To Increase Supplemental Breast MRI Screening Among Patients With Extremely Dense Breasts

Implementation Science
November 24, 2023
Anne Marie McCarthy, Claudia Fernandez Perez, Rinad S. Beidas, Justin E. Bekelman, Daniel Blumenthal, Elizabeth Mack, Anna-Marika Bauer, Sarah Ehsan, Emily F. Conant, Bernadette C. Wheeler, Carmen E. Guerra, Linda W. Nunes, Peter Gabriel, Abigail Doucette, E. Paul Wileyto, Alison M. Buttenheim, David A. Asch, Katharine A. Rendle, Rachel C. Shelton, Oluwadamilola M. Fayanju, Sue Ware, Martina Plag, Steven Hyland, Tracy Gionta, Lawrence N. Shulman, Robert Schnoll

Protocol To Evaluate Sequential Electronic Health Record-Based Strategies To Increase Genetic Testing for Breast and Ovarian Cancer Risk Across Diverse Patient Populations in Gynecology Practices

Implementation Science
November 6, 2023
Heather Symecko, Robert Schnoll, Rinad S. Beidas, Justin E. Bekelman, Daniel Blumenthal, Anna-Marika Bauer, Peter Gabriel, Leland Boisseau, Abigail Doucette, Jacquelyn Powers, Jacqueline Cappadocia, Danielle B. McKenna, Robert Richardville, Lauren Cuff, Ryan Offer, Elizabeth G. Clement, Alison M. Buttenheim, David A. Asch, Katharine A. Rendle, Rachel C. Shelton, Oluwadamilola M. Fayanju, E. Paul Wileyto, Martina Plag, Sue Ware, Lawrence N. Shulman, Katherine L. Nathanson & Susan M. Domchek

Estimating Pack-Year Eligibility for Lung Cancer Screening Using 2 Yes or No Questions

JAMA Network Open
August 7, 2023
Katharine A. Rendle, Jennifer P. Steltz, Sarah Cohen, Marilyn M. Schapira, Richard C. Wender, Justin E. Bekelman, Anil Vachani

Cluster Randomized Pragmatic Clinical Trial Testing Behavioral Economic Implementation Strategies to Improve Tobacco Treatment for Patients With Cancer Who Smoke

Journal of Clinical Oncology
July 20, 2023
Brian P. Jenssen, MD, MSHP; Robert Schnoll, PhD; Rinad S. Beidas, PhD; Justin Bekelman , MD; Anna-Marika Bauer, MRA; Sarah Evers-Casey, MPH, CTTS-M; Tierney Fisher, DNP, CRNP; Callie Scott, MSc; Jody Nicoloso, BA, CTTS-M; Peter Gabriel, MD; David A. Asch, MD, MBA; Alison M. Buttenheim, PhD, MBA; Jessica Chen, MBA, CPHIMS, SHIMSS; Julissa Melo, MHI; Dwayne Grant, MS; Michael Horst, PhD, MPHS, MS; Randall Oyer, MD9; Lawrence N. Shulman, MD; Alicia B.W. Clifton, MDP; Adina Lieberman, MPH; Tasnim Salam, MBE, MPH; Katharine A. Rendle, PhD, MSW, MPH,11; Krisda H. Chaiyachati, MD, MPH, MSHP; Rachel C. Shelton, ScD, MPH; Oluwadamilola Fayanju, MD, MA, MPHS; E. Paul Wileyto, PhD; Sue Ware, BS; Daniel Blumenthal, BA; Daniel Ragusano, BS; and Frank T. Leone, MD, MS

Behavioural Economic Interventions To Embed Palliative Care in Community Oncology (BE-EPIC): Study Protocol for the BE-EPIC Randomised Controlled Trial

BMJ Open
March 24, 2023
Ravi B. Parikh, Ramy Sedhom, William J. Ferrell, Katherine Villarin, Kara Berwanger, Bethann Scarborough, Randall Oyer, Pallavi Kumar, Niharika Ganta, Shanthi Sivendran, Jinbo Chen, Kevin G. Volpp, Justin E. Bekelman

Long-Term Effect of Machine Learning–Triggered Behavioral Nudges on Serious Illness Conversations and End-of-Life Outcomes Among Patients With Cancer

JAMA Oncology
January 12, 2023
Christopher R. Manz, MD; Yichen Zhang, PhD; Kan Chen, MA; Qi Long, PhD; Dylan S. Small, PhD; Chalanda N. Evans, BS; Corey Chivers, PhD; Susan H. Regli, PhD; C. William Hanson, MD; Justin E. Bekelman, MD; Jennifer Braun, MHA, RN, BSN; Charles A. L. Rareshide, MS; Nina O’Connor, MD; Pallavi Kumar, MD, MPH; Lynn M. Schuchter, MD; Lawrence N. Shulman, MD; Mitesh S. Patel, MD, MBA; Ravi B. Parikh, MD, MPP

Development of Machine Learning Algorithms Incorporating Electronic Health Record Data, Patient-Reported Outcomes, or Both to Predict Mortality for Outpatients With Cancer

JCO Clinical Cancer Informatics
December 8, 2022
Ravi B. Parikh, Jill S. Hasler, Yichen Zhang, Manqing Liu, Corey Chivers, William Ferrell, Peter E. Gabriel, Caryn Lerman, Justin E. Bekelman, Jinbo Chen

Association of Oncologist Participation in Medicare’s Oncology Care Model With Patient Receipt of Novel Cancer Therapies

JAMA Network Open
September 29, 2022
Christopher R. Manz, Angela C. Tramontano, Hajime Uno, Ravi B. Parikh, Justin E. Bekelman, Deborah Schrag

Trends in Medically Integrated Dispensing Among Oncology Practices

JCO Oncology Practice
July 13, 2022
Genevieve P. Kanter, Ravi B Parikh, Michael J. Fisch, David Debono, Justin Bekelman, Yao Xu, Stephanie Schauder, Gosia Sylwestrzak, John J. Barron, Rebecca Cobb, Dima M. Qato, Mireille Jacobson

Rationale and protocol for a cluster randomized pragmatic clinical trial testing behavioral economic implementation strategies to improve tobacco treatment rates for cancer patients who smoke

Implementation Science
July 15, 2021
Jenssen BP, Beidas R, Bekelman J, Asch DA, Buttenheim A, Leone F

From Race-Based to Precision Oncology: Leveraging Behavioral Economics and the Electronic Health Record to Advance Health Equity in Cancer Care

JCO Precision Oncology
February 17, 2021
Kelsey S. Lau-Min, Carmen E. Guerra, Katherine L. Nathanson and Justin E. Bekelman

Effect of Integrating Machine Learning Mortality Estimates With Behavioral Nudges to Clinicians on Serious Illness Conversations Among Patients With Cancer

JAMA Oncology
October 15, 2020
Christopher R. Manz, Ravi B. Parikh, Dylan S. Small, Chalanda N. Evans, Corey Chivers, Susan H. Regli, C. William Hanson, Justin E. Bekelman, Charles A. L. Rareshide, Nina O’Connor, Lynn M. Schuchter, Lawrence N. Shulman, Mitesh S. Patel

Association Between a National Insurer’s Pay-for-Performance Program for Oncology and Changes in Prescribing of Evidence-Based Cancer Drugs and Spending

Journal of Clinical Oncology
October 6, 2020
Justin E. Bekelman, Atul Gupta, Ezra Fishman, David Debono, Michael J. Fisch, Ying Liu, Gosia Sylwestrzak, John Barron, and Amol S. Navathe

Validation of a Machine Learning Algorithm to Predict 180-Day Mortality for Outpatients With Cancer

JAMA Oncology
September 24, 2020
Christopher R. Manz, Jinbo Chen, Manqing Liu, Corey Chivers, Susan Harkness Regli, Jennifer Braun, Michael Draugelis, C. William Hanson, Lawrence N. Shulman, Lynn M. Schuchter, Nina O’Connor, Justin E. Bekelman, Mitesh S. Patel, Ravi B. Parikh

The Changing Characteristics of Technologies Covered by Medicare’s New Technology Add-on Payment Program

JAMA Network
August 27, 2020
Christopher R. Manz, Justin E. Bekelman, Jalpa A. Doshi