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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.

Algorithm-Based Palliative Care in Patients With Cancer: A Cluster Randomized Clinical Trial

JAMA Network Open
February 21, 2025
Ravi B. Parikh, William J. Ferrell, Yang Li, Jinbo Chen, Larry Bilbrey, Nicole Johnson, Jenna White, Ramy Sedhom, Natalie R. Dickson, Stephen Schleicher, Justin E. Bekelman, Sandhya Mudumbi

Explainable Machine Learning to Predict Treatment Response in Advanced Non-Small Cell Lung Cancer

JCO Clinical Cancer Informatics
January 3, 2025
Vinayak S Ahluwalia, Ravi B Parikh

Evaluating generalizability of oncology trial results to real-world patients using machine learning-based trial emulations

Nature Medicine
January 3, 2025
Xavier Orcutt, Kan Chen, Ronac Mamtani, Qi Long & Ravi B. Parikh

Racial Bias in Clinical and Population Health Algorithms: A Critical Review of Current Debates

Annual Reviews
December 3, 2024
Madison Coots, Kristin A. Linn, Sharad Goel, Amol S. Navathe, and Ravi B. Parikh

Association of Participation in Medicare’s Oncology Care Model With Spending, Utilization, and Quality Outcomes Among Commercially Insured and Medicare Advantage Members

Journal of Clinical Oncology
October 2, 2024
Samyukta Mullangi, Benjamin Ukert, Andrea Devries, David Debono, Jason Santos, Michael J Fisch, Stephen M Schleicher, Amol S Navathe, Justin E Bekelman, Aaron L Schwartz, Ravi B Parikh

Hospice Administrators’ and Providers’ Perspectives on Providing Upstream Palliative Care: Facilitators, Barriers, and Policy Prescriptions

Journal of Palliative Medicine
July 29, 2024
Tamar Klaiman, Jenna Steckel, Caleb Hearn, Amaya Diana, William J. Ferrell, Ezekiel J. Emanuel, Amol S. Navathe, Ravi B. Parikh

Clinician- and Patient-Directed Communication Strategies for Patients With Cancer at High Mortality Risk: A Cluster Randomized Trial

JAMA Network
July 1, 2024
Samuel U. Takvorian, Peter Gabriel, E. Paul Wileyto, Daniel Blumenthal, Sharon Tejada, Alicia B. W. Clifton, David A. Asch, Alison M. Buttenheim, Katharine A. Rendle, Rachel C. Shelton, Krisda H. Chaiyachati, Oluwadamilola M. Fayanju, Susan Ware, Lynn M. Schuchter, Pallavi Kumar, Tasnim Salam, Adina Lieberman, Daniel Ragusano, Anna-Marika Bauer, Callie A. Scott, Lawrence N. Shulman, Robert Schnoll, Rinad S. Beidas, Justin E. Bekelman, Ravi B. Parikh

The COVID-19 Pandemic Led To A Large Decline In Physician Gross Revenue Across All Specialties In 2020

Health Affairs
July 1, 2024
Ravi B Parikh, Ezekiel J Emanuel, Yueming Zhao, David R Pagnotti, Pankti S Pathak, Stuart Hagen, David A Pizza, Amol S Navathe

Clinician- and Patient-Directed Communication Strategies for Patients With Cancer at High Mortality Risk

JAMA Network Open
July 1, 2024
Samuel U. Takvorian, MD, MSHP; Peter Gabriel, MD, MSE; E. Paul Wileyto, PhD; Daniel Blumenthal, BA; Sharon Tejada, MS; Alicia B. W. Clifton, MDP; David A. Asch, MD, MBA; Alison M. Buttenheim, PhD, MBA; Katharine A. Rendle, PhD, MSW, MPH; Rachel C. Shelton, ScD, MPH; Krisda H. Chaiyachati, MD, MPH, MSHP; Oluwadamilola M. Fayanju, MD, MA, MPHS; Susan Ware, BS; Lynn M. Schuchter, MD; Pallavi Kumar, MD, MPH; Tasnim Salam, MBE, MPH; Adina Lieberman, MPH; Daniel Ragusano, MPH; Anna-Marika Bauer, MRA; Callie A. Scott, MSc; Lawrence N. Shulman, MD; Robert Schnoll, PhD; Rinad S. Beidas, PhD; Justin E. Bekelman, MD; Ravi B. Parikh, MD, MPP

Clinician Perspectives on Virtual Specialty Palliative Care for Patients With Advanced Illnesses

Journal of Palliative Medicine
May 28, 2024
Tamar Klaiman, Jenna Steckel, Caleb Hearn, Amaya Diana, William J Ferrell, Ezekiel J Emanuel, Amol S Navathe, Ravi B Parikh

Trends in low-value cancer care during the COVID-19 pandemic

The American Journal of Managed Care
April 5, 2024
Ravi B Parikh, Yasin Civelek, Pelin Ozluk, David Debono, Michael J Fisch, Gosia Sylwestrzak, Justin E Bekelman, Aaron L Schwartz

Clinician Perspectives on Virtual Specialty Palliative Care for Patients With Advanced Illnesses

Journal of Palliative Medicine
January 10, 2024
Tamar Klaiman, Jenna Steckel, Caleb Hearn, Amaya Diana, William J. Ferrell, Ezekiel J. Emanuel, Amol S. Navathe, Ravi B. Parikh

Eliminating Algorithmic Racial Bias in Clinical Decision Support Algorithms: Use Cases from the Veterans Health Administration

Health Equity
November 30, 2023
Justin M. List, Paul Palevsky, Suzanne Tamang, Susan Crowley, David Au, William C. Yarbrough, Amol S. Navathe, Craig Kreisler, Ravi B. Parikh, Jessica Wang-Rodriguez, J. Stacey Klutts, Paul Conlin, Leonard Pogach, Esther Meerwijk, and Ernest Moy

Creating a Culture for Change: Lessons From Behavioral Economics and Complexity Science To Increase Serious Illness Conversations for Patients With Cancer

Current Problems in Cancer
October 15, 2023
Ramy Sedhom, Jasmine Tomita-Barber, Christopher R. Manz, Ravi B. Parikh, Arjun Gupta, Qasim Hussaini, David Dougherty

Spending Patterns Among Commercially Insured Individuals During the COVID-19 Pandemic

American Journal of Managed Care
October 11, 2023
Ravi B. Parikh, Ezekiel J. Emanuel, Yueming Zhao, David R. Pagnotti, Stuart Hagen, David A. Pizza, Amol S. Navathe,

Remote Patient-Reported Outcomes and Activity Monitoring to Improve Patient-Clinician Communication Regarding Symptoms and Functional Status: A Randomized Controlled Trial

JCO Oncology Practice
October 10, 2023
Ravi B. Parikh, Emily Schriver, William J. Ferrell, Jonathan Wakim, Joelle Williamson, Neda Khan, Michael Kopinsky, Mohan Balachandran, Peter E. Gabriel, Lynn M. Schuchter, Mitesh S. Patel, Lawrence N. Shulman, Christopher R. Manz