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Beth Duff-Brown
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The 2020 murder of George Floyd in Minneapolis highlighted the harms of racially discriminatory policing and inspired global protests against police brutality. For many, Floyd’s death and the live courtroom trial of the officer charged with his murder was their first real exposure to police killings.

Not for J’Mag Karbeah, PhD, a health services researcher at the University of Minnesota School of Public Health. She had already begun to ask herself how these police killings of Black men were affecting the mental and physical health of Black people — particularly among mothers and adolescents. 

“As a maternal and child health researcher, after each event, I found myself asking: `How do these traumatic events impact the health of the community, especially mothers and people who can get pregnant? How do you steel yourself to bring children into this world knowing what potential harms might happen to them?’”

Police Brutality Not New

Police brutality has been part of the American fabric since its beginnings, from the slave patrols of the early 1700s to the advent of television bringing racialized police attacks on Blacks into American homes during the civil rights movement. In the last decade, bodycams and social media have put a spotlight on police killings, with Eric Garner’s death by police chokehold in 2014 going viral due to his friend catching the homicide on his smartphone.

J'Mag Karbeah speaks at Stanford Health Policy

 

According to the Washington Post’s police shootings database, as of March 7 there have been 8,283 people killed by the police in the United States since Garner’s death. Last year alone, 1,098 Americans were killed by officers — the deadliest year for civilian killings by police. 

As the Washington Post database notes, half the people shot and killed by police are white, but Black people are shot at a disproportionate rate. They account for less than 14% of the U.S. population — but are twice as likely to be gunned down and killed than whites.

Yet there is little research or discussion about the public health implications of police contact, whether it’s homicide, violence, racial profiling, or harassment.

Karbeah is working to change that. She recently gave the Health Equity Lecture at Stanford Health Policy, outlining the ways in which police contact is impacting the health and well-being of communities, from pregnant women to adolescents.

How do you steel yourself to bring children into this world knowing what potential harms might happen to them?
J'Mag Karbeah, PhD
Assistant Professor at the University of Minnesota School of Public Health

 

The Fourth Encounter

“In addition to fatal encounters, researchers often discuss police brutality associated with physical, emotional, or sexual abuse perpetrated by officers,” Karbeah said. “But there is a fourth type of police encounter that is much more common and sometimes overlooked: routine contacts such as stops, frisking and searches that don’t result in detainment.”

In a study published in JAMA Open Network in December 2021, Karbeah and coauthors found that greater police presence in Black vs. white neighborhoods appears to contribute to the persistent Black-white preterm birth disparity in Minneapolis. Their research found that of 1,059 Minneapolis residents who gave birth in 2016, the odds of preterm births for those living in a neighborhood with a high police presence were 10% greater compared to their racial counterparts in low-presence neighborhoods.

The paper notes that pregnant Black women nationwide experience preterm birth at rate approximately double that of whites and Black women are also twice as likely to experience the death of an infant younger than 1 year. SHP’s Maya Rossin-Slater also bore this out in a recent study that showed that wealthy Black mothers and infants fare worse than the poorest white mothers and infants in the United States.

“Black pregnant people who live in areas with high levels of racial segregation are more likely to give birth prematurely,” Karbeah writes in the study. “Residential segregation relegates Black people to neighborhoods disproportionately affected by poverty, violence, and crime. In lieu of policy solutions to address these issues, greater police presence has been the answer in many communities.”

Karbeah points to research showing that high police presence in neighborhoods is associated with adverse psychological outcomes for Black residents. Karbeah and colleagues suggest that pregnant people may experience these same psychological effects in ways that lead to increased stress — which in turn can lead to an increase in preterm births.

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J'Mag Karbeah speaks at Stanford Health Policy

Adolescent Health and Policing

Karbeah told the SHP lecture audience that adolescent health is another key area of her research as young people carry police encounters with them into adulthood. Their brains are still developing, and decisions made during this period can shape the rest of their lives. They are coming into their own, deciding where they fit in and who they can trust.

“An important aspect of policing that often gets lost when we start to think about police contact as a determinant of health is why people might come into to contact with the police,” Karbeah said. “Instinctively you might think, well, you usually do something bad and that is why you encounter law enforcement.”

But a cultural shift in policing, she notes, has gone from police focused on responding to crimes to a proactive model in which policing is attempting to prevent crime, leading to more officers in communities, turning more civilians into potential suspects and leading to more encounters.

“Research shows that stops are associated with stigma and shame,” Karbeah said, pointing to a study published in the Journal of Adolescent Health which shows that adolescents frequently stopped by police were more likely to report heightened emotional stress and PTSD symptoms.

“These stops are seen as unsettling or traumatic for young people and can alter a youth’s self-perception and their overall well-being,” she said. “The impact of these interactions accrues over time and becomes internalized.”

A young person may be stopped by police on the way home from school, for example, and might be left with feelings of shame, prompting them to turn away from family and friends. This can have life-course implications, she said, such as substance abuse, anxiety and depression, job loss and socioeconomic shifts.

“We were honored to host Dr. Karbeah at Stanford Health Policy for the Health Equity Lecture Series,” said Sherri Rose, a professor of health policy who leads the lecture series. “Her research on police encounters and health equity tackles challenging questions that have far-reaching implications across health policy.” 

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J'Mag Karbeah, an assistant professor at the University of Minnesota School of Public Health, gives Stanford Health Policy's latest health equity lecture, Her focus was on the public health implications for Black people who are exposed to police contact.

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Stanford Department of Health Policy Health Equity Symposium Header

 

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Stanford Medicine's new Department of Health Policy held its inaugural departmental symposium on October 6, convening thought leaders and experts in medicine, law, economics and data science. Speakers discussed innovative policy work and scalable solutions for improving health equity. Panelists addressed how to reduce persistent health disparities from three angles: social determinants of health, technology and innovation, and access and affordability.

Discover the powerful role health policy can serve in ensuring the health of all people, not just a privileged few.

 

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Keynote Speaker: Kirsten Bibbins-Domingo, PhD, MD

Talk Title: Building Equity in the Research Enterprise

Editor in Chief, Journal of the American Medical Association (JAMA) and JAMA Network Professor of Epidemiology & Biostatistics and Medicine, University of California, San Francisco

 

 

 

 

 

Opening Remarks by Stanford Medicine Dean Lloyd Minor

Terrance Mayes, Associate Dean for Equity and Strategic Initiatives

 

 

Panel 1 — Social Policy: Strategies for Addressing Structural Determinants of Health

 

 

Moderator

Alyce Adams, Stanford Health Policy

Alyce Adams, Stanford Medicine Innovation Professor, Professor of Epidemiology and Population Health, Professor of Health Policy

 

 

 

Panelists

Jeremy Goldhaber-Fiebert

Jeremy Goldhaber-Fiebert, Professor of Health Policy

 

 

 

Gilbert Gonzales, Vanderbilt

Gilbert Gonzales, Assistant Professor at the Center for Medicine, Health & Society at Vanderbilt University

 

 

 

Adrienne Sabety, Stanford Health Policy

Adrienne Sabety, Assistant Professor of Health Policy

 

 

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Panel 2 — Technology: Optimizing Innovation for Health Impact and Equity

 

 

Joshua Salomon of Stanford Health Policy

Moderator: Josh Salomon, Professor of Health Policy, Director of the Prevention Policy Modeling Lab

 

 

 

 

Panelists

Joshua Makower, Stanford

Joshua Makower, Boston Scientific Applied Biomedical Engineering Professor, Director of the Stanford Byers Center for Biodesign

 

 

Grant Miller Stanford Health Policy

Grant Miller, Henry J. Kaiser, Jr. Professor, Professor of Health Policy

 

 

 

Sherri Rose Stanford Health Policy

Sherri Rose, Associate Professor of Health Policy, Co-Director of the Health Policy Data Science Lab

 

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Panel 3 — Access & Affordability: How to Finance and Deliver Health Care Innovations Equitably

 

 

Michelle Mello

Moderator: Michelle Mello, Professor of Health Policy, Professor of Law

 

 

 

Panelists

Nicole Cooper, UnitedHealth

Nicole Dickelson Cooper, Senior Vice President at UnitedHealth Group 

 

 

 

Stacie B. Dusetzina, Vanderbilt

Stacie Dusetzina, Associate Professor of Health Policy at Vanderbilt University Medical Center

 

 

 

Maria Polyakova Stanford University

Maria Polyakova, Assistant Professor of Health Policy

 

 

 

 

Vindell Washington Verily Life Sciences

Vindell Washington, Chief Clinical Officer of Verily Health Platforms and CEO of Onduo

 

 

 

 

 

#StanfordHealthEquity

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Our People, Our Reserch and Our Mission to Improve Health

 

Accreditation

In support of improving patient care, Stanford Medicine is jointly accredited by the Accreditation Council for Continuing Medical Education (ACCME), the Accreditation Council for Pharmacy Education (ACPE), and the American Nurses Credentialing Center (ANCC), to provide continuing education for the healthcare team. 

Credit Designation 
American Medical Association (AMA) 
Stanford Medicine designates this live activity for a maximum of 4.0 AMA PRA Category 1 CreditsTM.  Physicians should claim only the credit commensurate with the extent of their participation in the activity. 

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McCaw Hall, Arrillaga Alumni Center

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Beth Duff-Brown
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The Supreme Court ruling eliminating the constitutional right to an abortion could also result in women’s personal reproductive health data being used against them, warns Stanford Health Policy’s Michelle Mello.

The Dobbs v. Jackson Women’s Health Organization ruling could, for example, lead to a woman’s health data in clinician emails, electronic medical records, and online period-tracking platforms being used to incriminate her or her health-care providers, Mello said.

“Ultimately, broader information privacy laws are needed to fully protect patients and clinicians and facilities providing abortion services,” writes Mello, a professor of health policy and law in this JAMA Health Forum article with colleague Kayte Spector-Bagdady, a bioethicist from the University of Michigan. “As states splinter on abortion rights after the Dobbs Supreme Court decision, the stakes for providing robust federal protection for reproductive health information have never been higher.”

Eight states banned abortions on the same day the Dobbs ruling came down, and 13 states that had “trigger bans” that, if Roe v. Wade were struck down, would automatically prohibit abortion within 30 days. Other states are considering reactivating pre-Roe abortion bans and legislators in some states intend to introduce new legislation to curb or ban the medical procedure.”

Three Potential Scenarios

The authors note these new abortion restrictions may clash with privacy protections for health information, laying out three scenarios that could impact millions of women. And, they note, “despite popular misconceptions about the breadth of the Privacy Rule of the Health Information Portability and Accountability Act (HIPAA) and other information privacy laws, current federal law provides little protection against these scenarios.”

The first scenario is that a patient’s private health information may be sought in connection with a law-enforcement proceeding or civil lawsuit for obtaining an illegal abortion. HIPAA privacy regulations and Fourth Amendment rights against unreasonable searches and seizures won’t help physicians and hospitals resist such investigative demands, the authors write. And though physician-patient communications are ordinarily considered privileged information, the scope of that privilege varies greatly from state to state. “In many cases medical record information has been successfully used to substantiate a criminal charge,” the authors write.

Ultimately, broader information privacy laws are needed to fully protect patients and clinicians and facilities providing abortion services.
Michelle Mello
Professor of Health Policy, Law

The second privacy concern is the potential use of health-care facility records to incriminate an institution or its clinicians for providing abortion services. Relevant records could include electronic health records, employee emails or paging information and mandatory reports to state agencies. Clinicians may not realize that if they are using an institutional email address or server, their institution likely has direct access to information and communications stored there, which can be used to search for violations. State Freedom of Information Act (FOIA) laws also allow citizens to request public records from employees of government hospitals and clinics.

“Additionally, state mandatory reporting laws for child abuse might be interpreted to cover abortions — particularly if life is defined as beginning at fertilization,” the authors note.

The third scenario is that information generated from a woman’s online activity could be used to show she sought an abortion or helped someone to do so. Many women use websites and apps that are not HIPAA-regulated or protected by patient-physician privilege, such as period-tracking apps used by millions of women that collect information on the timing of menstruation and sexual activity.

“There are many instances of internet service providers sharing user data with law enforcement, and prosecutors obtaining and using cellphone data in criminal prosecutions,” write Mello and Spector-Bagdady, adding commercially collected data are also frequently sold to or shared with third parties.

“Thus, pregnant persons may unwittingly create incriminating documentation that has scant legal protection and is useful for enforcing abortion restrictions,” they said.

The immediate problem, Mello notes, is in the states that have already banned abortion or passed restrictive laws.

“There could be a problem with states trying to reach outside their borders to prosecute people, but that could well be unconstitutional,” Mello said.

Some states’ laws sweep abortion pills into the definition of illegal abortions, she said, and there are legal obstacles to supplying the pills across state lines.

“There is a lot of energy going into figuring out a workaround right now, but it’s too soon to call,” Mello said.

Recommended Protections

So how can clinicians and health-care facilities protect their patients and themselves?

When counseling patients of childbearing age about reproductive health issues, clinicians should caution their patients about putting too much medical data online and refer them to expert organizations that will help them minimize their digital footprint.

When documenting reproductive health encounters, the authors said, clinicians should ask themselves: “What information needs to be in the medical record to assure safe, good-quality care, buttress our claim for reimbursement, or comply with clear legal directives?” For example, does information about why a patient may have experienced a miscarriage need to be recorded?

Patients and clinicians should be aware that email and texting may be seen by others, so conversations among staff about reproductive health issues may best be conducted by phone or in person.

Finally, if abortion-related patient information is sought by state law enforcement officials, a facility’s attorney should be consulted about asserting physician-patient privilege and determining whether the disclosure is mandated by law.

Michelle Mello

Michelle Mello

Professor of Health Policy, Law
Focuses on issues at the intersection of law, ethics and health policy.
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Michelle Mello writes that the overturning of Roe v. Wade — ending federal protection over a woman's right to an abortion — could also expose her personal health data in court.

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Desi Small-Rodriguez
Desi Small-Rodriguez, PhD, is an Assistant Professor of Sociology and American Indian Studies at the University of California, Los Angeles. As a social demographer, she applies critical quantitative and mixed methods to research at the intersection of race, indigeneity, data, and inequality. An indigenous woman (Northern Cheyenne and Chicana), Small-Rodriguez specializes in survey research in partnership with Indigenous communities and other marginalized populations. She grounds her research in Indigenous studies, sociology of race and ethnicity, political sociology, sociology of knowledge, critical demography, health policy research, and science and technology studies. She directs the Data Warriors Lab, which is an Indigenous social science laboratory that connects researchers, students and Indigenous communities to build data that support "strong self-determined Indigenous futures."

 

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Desi Small-Rodriguez, PhD Assistant Professor, Sociology and American Indian Studies, UCLA
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Jason Wang and his team working on a project to prevent preterm births received a $150,000 grant from the Richard King Mellon Foundation to complete their randomized control trial testing a digital app that tries to prevent recurrent preterm births.

PretermConnect uses a digital strategy for prevention and follow-up of preterm births in Allegheny County, PA, to optimize the health and well-being of mothers and children. Instead of the standard care, Stanford Health Policy is collaborating with the University of Pittsburg Medical Center (UPMC) in the randomized control trial with women who have delivered a preterm baby. The women are invited to participate and then randomly put into the group that uses the digital or a control group who received paper-based discharge packets with supplemental health education on postpartum care.

“This grant allows us to continue recruiting participants through UPMC and expanding PretermConnect’s features to enhance user engagement, including a function to search for resources by geography and topic,” said Wang, MD, a professor of pediatrics and health policy. “We also intend to scale the project with additional content on high-risk infant follow-up and preterm-specific developmental care guidelines, additional engagement features — and eventually support for different languages, starting with Spanish.”

In the long term, we hope to see an overall decrease in infant morbidity and mortality, by way of reducing preterm births.
Jason Wang
Professor of Pediatrics and Health Policy

The women in the digital app group receive in-app health education and resources to improve well-being for mothers and their infants. The app includes a social interaction feature designed to foster social connections and promote self-care. They have enrolled 30 women during the pilot phase and 15 mother-infant dyads in the randomized control trial, with a goal of reaching 250.

“The digital approach also allows us to administer brief surveys and gather information on dynamic social determinants of health more frequently than can be done through traditional means,” said Shilpa Jani, an SHP project manager. She said social determinants of health — such as persistent housing instability, food insecurity and concerns of personal safety — contribute to chronic stress and health issues as well as an increased risk of pregnancy and birth complications.

“Adverse effects of social determinants of health along with health complications of preterm deliveries may exacerbate morbidities for the mother and child,” Jani said, adding that preterm-related causes of death accounted for two-thirds of infant deaths in 2019 in the United States.

Wang and Jani said the immediate project goals include increasing health education for preterm baby care, improving postpartum maternal health, and encouraging usage of local resources in Allegheny County. They eventually hope to see reductions in risk for subsequent preterm delivery and infant mortality and postpartum depression, as well as increases in mother-infant bonding and larger proportions of breastmilk feeding.

Jason Wang Stanford Health Policy

Jason Wang

Professor of Pediatrics and Health Policy
Develops tools for assessing and improving the quality of health care
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Shilpa Jani

Shilpa Jani

Research Data Analyst
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SHP researchers awarded grant to continue their clinical trial testing out a digital app they hope will prevent preterm births.

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Sherri Rose, PhD  is an Associate Professor of Health Policy at the Stanford School of Medicine and Co-Director of the Health Policy Data Science Lab. Her research is centered on developing and integrating innovative statistical machine learning approaches to improve human health and health equity. Within health policy, Dr. Rose works on risk adjustment, ethical algorithms in health care, comparative effectiveness research, and health program evaluation. She has published interdisciplinary projects across varied outlets, including BiometricsJournal of the American Statistical AssociationJournal of Health EconomicsHealth Affairs, and New England Journal of Medicine. In 2011, Dr. Rose coauthored the first book on machine learning for causal inference, with a sequel text released in 2018. She has been Co-Editor-in-Chief of the journal Biostatistics since 2019.

Dr. Rose has been honored with an NIH Director's New Innovator Award, the ISPOR Bernie J. O'Brien New Investigator Award, and multiple mid-career awards, including the Gertrude M. Cox Award and the Mortimer Spiegelman Award, the nation’s highest honor in biostatistics, given to a statistician younger than 40 who has made the most significant contributions to public health statistics. She was named a Fellow of the American Statistical Association in 2020 and received the 2021 Mortimer Spiegelman Award, which recognizes the statistician under age 40 who has made the most significant contributions to public health statistics. Her research has been featured in The New York Times, USA Today, and The Boston Globe. 

Title: New and Ongoing Projects at the Interface of Machine Learning for Health Policy

 

Register in advance for this meeting: https://stanford.zoom.us/meeting/register/tJIpdOispzojH9bzpXrF3_VpYcbPN9Hcgbbw After registering, you will receive a confirmation email containing information about joining the meeting.

Encina Commons,
615 Crothers Way
Stanford, CA 94305-6006

 

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Sherri Rose, PhD, is a Professor of Health Policy and Director of the Health Policy Data Science Lab at Stanford University. Her research is centered on developing and integrating innovative statistical machine learning approaches to improve human health and health equity. Within health policy, Dr. Rose works on ethical algorithms in health care, risk adjustment, chronic kidney disease, and health program evaluation. She has published interdisciplinary projects across varied outlets, including Biometrics, Journal of the American Statistical Association, Journal of Health Economics, Health Affairs, and New England Journal of Medicine. In 2011, Dr. Rose co-authored the first book on machine learning for causal inference, with a sequel text released in 2018.

Dr. Rose has been honored with an NIH Director’s Pioneer Award, NIH Director's New Innovator Award, the ISPOR Bernie J. O'Brien New Investigator Award, and multiple mid-career awards, including the Gertrude M. Cox Award. She is a Fellow of the American Statistical Association and received the Mortimer Spiegelman Award, which recognizes the statistician under age 40 who has made the most significant contributions to public health statistics. In 2024, she was recognized with both the ASHEcon Willard G. Manning Memorial Award for Best Research in Health Econometrics and the American Statistical Association Outstanding Statistical Application Award. Her research has been featured in The New York Times, USA Today, and The Boston Globe. She was Co-Editor-in-Chief of the journal Biostatistics from 2019-2023.

She received her PhD in Biostatistics from the University of California, Berkeley and a BS in Statistics from The George Washington University before completing an NSF Mathematical Sciences Postdoctoral Research Fellowship at Johns Hopkins University. 

Director, Health Policy Data Science Lab
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Associate Professor of Health Policy Stanford University
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Title: Customer Discrimination and Quality Signals: A Field Experiment with Healthcare Shoppers

Abstract: This paper provides evidence that customer discrimination in the market for doctors can be largely accounted for by statistical discrimination. I evaluate customer preferences in the field with an online platform where cash-paying consumers can shop and book a provider for medical procedures based on an experimental paradigm called validated incentivized conjoint analysis (VIC). Customers evaluate doctor options they know to be hypothetical to be matched with a customized menu of real doctors, preserving incentives. Racial discrimination reduces patient willingness-to-pay for black and Asian providers by 12.7% and 8.7% of the average colonoscopy price respectively; customers are willing to travel 100–250 miles to see a white doctor instead of a black doctor, and somewhere between 50–100 to 100–250 miles to see a white doctor instead of an Asian doctor. Further, providing signals of provider quality reduces this willingness-to-pay racial gap by about 90%, which suggests that statistical discrimination is an important cause of the gap. Actual booking behavior allows cross-validation of incentive compatibility of stated preference elicitation via VIC. 

Alex Chan, MPH

Alex Chan is a PhD candidate in Health Economics, and a Gerhard Casper Stanford Graduate Fellow. He has research interests in health economics, experimental economics, market design, and labor economics. His projects look at the causes and consequences of discrimination and diversity in medicine, U.S. Health Policy (especially organ transplantation), and market design in health policy and medicine. He holds an MPH from Harvard University. Before Stanford, he developed extensive experience in the healthcare industry starting as a McKinsey consultant, and most recently as Senior Vice President of Market Strategy with Optum/UnitedHealth before joining academia.

Personal Website: https://www.alexchan.net 

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PhD Candidate in Health Economics Department of Health Policy, Stanford University
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Timothy J. Layton, PhD

Associate Professor of Health Care Policy, Department of Health Care Policy, Harvard Medical School

His research focuses on the economics of health insurance markets with particular emphasis on understanding insurer behavior in those markets and designing optimal health plan payment systems. 

Dr. Layton and his collaborators are using economic models of health insurer behavior to design payment systems that combat inefficiencies caused by adverse selection. In one project, he and his coauthors are deriving new methods for designing health plan payment systems that set payments to insurers in a way that discourages insurers from inefficiently rationing care used by sick individuals with multiple chronic conditions. This work focuses on designing payment systems for the state and federal Health Insurance Marketplaces, as well as the Dutch health insurance market and the Medicare Advantage program.

Stay Tuned for Details

Timothy J. Layton Associate Professor Department of Health Care Policy, Harvard Medical School
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Amanda Starc, Ph.D.

Associate Professor of Strategy at the Kellogg School of Management
Faculty Research Fellow at the National Bureau of Economic Research (NBER)

Professor Amanda Starc received her BA in Economics from Case Western Reserve University, and her PhD in Business Economics from Harvard University. Dr. Starc's research interests include industrial organization and health economics. Her research examines the Medicare Advantage, Medicare Part D, and Medicare Supplement ("Medigap") markets, as well as consumer behavior in insurance exchanges. Recent work measures the effectiveness of direct-to-consumer advertising of pharmaceuticals. Her work links models of consumer choice and supply side incentives, and uses a range of econometric techniques to analyze data.

This will be an in-person event: Encina Commons, Conference Rom 119, with a boxed lunch served.

Amanda Starc Associate Professor Northwestern University, Kellogg School of Management
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