Health
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SCCEI Fall Seminar Series 


Tuesday, November 29, 2022      11:00 am -12:15 pm Pacific Time

Goldman Room E401, Encina Hall, 616 Jane Stanford Way | Zoom Meeting 


Cost-Sharing in Medical Care Can Increase Adult Mortality in Lower-Income Countries


About the Speaker

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Grant Miller

As a health and development economist based at the Stanford School of Medicine, Dr. Grant Miller's overarching focus is research and teaching aimed at developing more effective health improvement strategies for developing countries.

His agenda addresses three major interrelated themes: First, what are the major causes of population health improvement around the world and over time? His projects addressing this question are retrospective observational studies that focus both on historical health improvement and the determinants of population health in developing countries today. Second, what are the behavioral underpinnings of the major determinants of population health improvement? Policy relevance and generalizability require knowing not only which factors have contributed most to population health gains, but also why. Third, how can programs and policies use these behavioral insights to improve population health more effectively? The ultimate test of policy relevance is the ability to help formulate new strategies using these insights that are effective.


Seminar Series Moderators

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Headshot of Dr. Scott Rozelle

Scott Rozelle is the Helen F. Farnsworth Senior Fellow and the co-director of Stanford Center on China's Economy and Institutions in the Freeman Spogli Institute for International Studies and Stanford Institute for Economic Policy Research at Stanford University.  For the past 30 years, he has worked on the economics of poverty reduction. Currently, his work on poverty has its full focus on human capital, including issues of rural health, nutrition and education. For the past 20 year, Rozelle has been the chair of the International Advisory Board of the Center for Chinese Agricultural Policy, Chinese Academy of Sciences (CAS). Most recently, Rozelle's research focuses on the economics of poverty and inequality, with an emphasis on rural education, health and nutrition in China. In recognition of this work, Dr. Rozelle has received numerous honors and awards. Among them, he became a Yangtse Scholar (Changjiang Xuezhe) in Renmin University of China in 2008. In 2008 he also was awarded the Friendship Award by Premiere Wen Jiabao, the highest honor that can be bestowed on a foreigner. 

 

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hongbin li headshot

Hongbin Li is the Co-director of Stanford Center on China's Economy and Institutions, and a Senior Fellow of Stanford Institute for Economic Policy Research (SIEPR) and the Freeman Spogli Institute for International Studies (FSI). Hongbin obtained his Ph.D. in economics from Stanford University in 2001 and joined the economics department of the Chinese University of Hong Kong (CUHK), where he became full professor in 2007. He was also one of the two founding directors of the Institute of Economics and Finance at the CUHK. He taught at Tsinghua University in Beijing 2007-2016 and was C.V. Starr Chair Professor of Economics in the School of Economics and Management. He founded the Chinese College Student Survey (CCSS) in 2009 and the China Employer-Employee Survey (CEES) in 2014.

Hongbin’s research has been focused on the transition and development of the Chinese economy, and the evidence-based research results have been both widely covered by media outlets and well read by policy makers around the world. He is currently the co-editor of the Journal of Comparative Economics.


A NOTE ON LOCATION

This seminar is a hybrid event. Please join us in person in the Goldman Conference Room located within Encina Hall on the 4th floor of the East wing, or join remotely via Zoom.

Questions? Contact Heather Rahimi at hrahimi@stanford.edu


 

Scott Rozelle
Hongbin Li

Hybrid Event: Goldman Room E409, Encina Hall | Zoom Meeting

Encina Commons Room 101,
615 Crothers Way,
Stanford, CA 94305-6006

(650) 723-2714 (650) 723-1919
0
Henry J. Kaiser, Jr. Professor
Professor, Health Policy
Senior Fellow at the Freeman Spogli Institute for International Studies
Senior Fellow at the Stanford Institute for Economic Policy Research
Professor, Economics (by courtesy)
grant_miller_vert.jpeg
PhD, MPP

As a health and development economist based at the Stanford School of Medicine, Dr. Miller's overarching focus is research and teaching aimed at developing more effective health improvement strategies for developing countries.

His agenda addresses three major interrelated themes: First, what are the major causes of population health improvement around the world and over time? His projects addressing this question are retrospective observational studies that focus both on historical health improvement and the determinants of population health in developing countries today. Second, what are the behavioral underpinnings of the major determinants of population health improvement? Policy relevance and generalizability require knowing not only which factors have contributed most to population health gains, but also why. Third, how can programs and policies use these behavioral insights to improve population health more effectively? The ultimate test of policy relevance is the ability to help formulate new strategies using these insights that are effective.

Faculty Fellow, Stanford Center on Global Poverty and Development
Faculty Affiliate, Stanford Center for Latin American Studies
Faculty Affiliate, Woods Institute for the Environment
Faculty Affiliate, Interdisciplinary Program in Environment & Resources
Faculty Affiliate, Stanford Center on China's Economy and Institutions
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Asia Health Policy Postdoctoral Fellow, 2022-23
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Ph.D.

Jianan Yang joined the Walter H. Shorenstein Asia-Pacific Research Center (Shorenstein APARC) as the 2022-2023 Developing Asia Health Policy Postdoctoral Fellow. She recently obtained her Ph.D. in Economics at the University of California San Diego. She holds B.A. in Economics and Mathematics from the Renmin University of China. Her research lies in the intersection of development and health economics and revolves around what drives the sub-optimal healthcare-seeking behaviors in developing countries and how they can be improved by leveraging price or non-price mechanisms.

Yang views health as a fundamental part of human development. People in developing countries usually face additional barriers to accessing healthcare resources because of underqualified providers on the one side, lower income levels, insufficient insurance coverages, and a lack of information on the other side. Because markets in healthcare settings are usually characterized by imperfect competition and government regulations, Yang thinks it is important to evaluate the policies’ impacts on various aspects of the healthcare system. Through understanding the underlying constraints, we can think about how the policy can be designed more efficiently.

Yang’s dissertation studied how patients’ chronic condition drug utilization responds to price reductions in China. By documenting a larger increase in utilization and a meaningful reduction in underuse among the uninsured, the study suggests that the price elasticities would be higher in developing countries and there will be larger welfare benefits from such price reductions resulting from squeezing out the price markups of the pharmaceutical companies due to market power. The finding suggests that cost is a barrier to both drug take-up and adherence, especially among the lower-income population who meanwhile are more likely to not have insurance coverage.

At APARC, Yang further accessed the underlying factors affecting people’s healthcare-seeking behaviors including the role of cost, information, and behavioral bias. She also extended her research agenda to the other sectors of the healthcare system. 

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Although eyeglasses have been considered a cost-effective way to combat myopia, the empirical evidence of its impacts on improving learning outcomes is inconsistent. This paper provides empirical evidence examining the effect of providing eyeglasses on academic performance between provinces with a different economic level in western China. Overall, we find a significant impact in Intention-to-Treat analysis and a large and significant local average treatment effect of providing free eyeglasses to students in the poor province but not in the other. The difference in impact between the two provinces is not a matter of experimental design, implementation, or partial compliance. Instead, we find that the lack of impact in the wealthier provinces is mainly due to less blackboard usage in class and wealthier households. Our study found that providing free eyeglasses to disadvantaged groups boosted their academic performance more than to their counterparts.

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Huan Wang
Yue Ma
Scott Rozelle
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Background: The importance of breastfeeding in low- and middle- income countries is well recognized, yet the importance of postnatal mental health on breastfeeding practices and beliefs in these settings has been understudied. This study investigates the associations between maternal mental health problems, breastfeeding beliefs and breastfeeding practices in rural China.

 

Methods: Cross-sectional data were collected in November and December 2019 from 742 mothers of infants under 6 months old in rural Sichuan Province, China. Maternal mental health (depression, anxiety, and stress symptoms) was assessed using the Depression, Anxiety, and Stress Scale (short form). Breastfeeding beliefs were assessed using the Iowa Infant Feeding Attitude Scale and Breastfeeding Self-Efficacy Scale (short form). Breastfeeding practices were assessed through a 24-h dietary recall questionnaire. Ordinary least squares regression, multiple logistic regression and heterogeneous effects analyses were used to identify associations between symptoms of mental health problems and breastfeeding outcomes.

 

Results: The average age of sample infants was 2.7 months. Among mothers, 13% showed symptoms of depression, 16% anxiety, and 9% stress. The prevalence of exclusive breastfeeding in the previous 24 h was 38.0%. Depression symptoms were significantly associated with breastfeeding attitude and breastfeeding self-efficacy. Anxiety and stress symptoms were significantly associated with breastfeeding self-efficacy. There were no significant associations between symptoms of mental health problems and exclusive breastfeeding. The heterogeneous effects analyses revealed that less educated mothers with symptoms of stress had lower odds of exclusive breastfeeding than educated mothers without symptoms of stress. Mothers of younger infants had higher odds of exclusive breastfeeding than the mother of older infants, regardless of depression, anxiety, or stress symptoms.

 

Conclusion: Symptoms of maternal mental health problems are significantly associated with breastfeeding attitude and self-efficacy; however, these symptoms are not associated with breastfeeding practices. Maternal educational level and infant age may play a role in mothers’ breastfeeding practices. To improve breastfeeding practices, interventions should employ a multi-dimensional approach that focuses on improving maternal mental well-being and considers demographic characteristics.

Journal Publisher
International Breastfeeding Journal
Authors
Yian Guo
Scott Rozelle
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Proper management of non-communicable diseases (NCDs) is a severe challenge to China's rural health system. This study investigates what influences the poor medical treatment of NCDs (diabetes and angina) by evaluating the “know-do gap” between provider knowledge and practice. To determine whether low levels of provider knowledge low quality of patient care is the primary constraint on the quality of NCDs diagnosis and treatment in rural China. Providers from Village Clinics (VC) and Township Health Centers (THC), and Standardized Patients (SP) were selected by a multi-stage random sampling method. Clinical vignettes were administered to 306 providers from 103 VCs and 50 THCs in rural Sichuan Province. SPs presented diabetes symptoms completed 97 interactions with providers in 46 VCs and 51 THCs; SPs presented angina symptoms completed 100 interactions with providers in 50 VCs and 50 THCs. Process quality, diagnosis quality, and treatment quality were assessed against national standards for diabetes and angina. Two-tailed T-tests and tests of proportions for continuous outcomes and tests of proportions for binary dependent variables were used to compare vignette and SP results. Differences between vignette and SP data calculated the know-do gap. Regression analyses were used to examine the providers/facility characteristics and knowledge/practice associations. THC providers demonstrated significantly more knowledge in vignettes and better practices in SP visits than VC providers. However, levels of knowledge were low overall: 48.2% of THC providers and 28.2% of VC providers properly diagnosed type 2 diabetes, while 23.8% of THC providers and 14.7% of VC providers properly diagnosed angina. With SPs, 2.1% of THC providers and 6.8% of VC providers correctly diagnosed type 2 diabetes; 25.5% of THC providers and 12.8% of VC providers correctly diagnosed angina. There were significant know-do gaps in diagnosis process quality, diagnosis quality, and treatment quality for diabetes (p < 0.01), and in diagnosis process quality (p < 0.05) and treatment quality for angina (p < 0.01). Providers in rural China display low levels of knowledge when treating diabetes and angina. Despite low knowledge, evidence of the know-do gap indicates that low-quality healthcare is the primary constraint on the quality of NCD diagnosis and treatment in rural China. Our research findings provide a new perspective for the evaluation of the medical quality and a technical basis for the development of new standardized cases in the future.

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Frontiers in Public Health
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Scott Rozelle
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Purpose: We examine how adolescent free time allocation—namely, screen time and outdoor time—is associated with mental health and academic performance in rural China.

Methods: This paper used a large random sample of rural junior high school students in Ningxia (n = 20,375; age=13.22), with data collected from self-reported demographic questionnaires (to assess free time allocation), the Strengths and Difficulties Questionnaire (to assess mental health), and a standardized math test (to measure academic performance). We utilized a multivariate OLS regression model to examine associations between free time allocation and adolescent outcomes, controlling for individual and family characteristics.

Results: Our sample’s screen time and outdoor time both averaged around 1 hour. About 10% of the sample adolescents reported behavioral difficulties, while a similar percentage (11%) reported abnormal prosocial behaviors. Adolescents with higher levels of screen time (> 2 hours) were 3 percentage points more likely to have higher levels of behavioral difficulties (p< 0.001), indicating that excessive screen time was associated with worse mental health. Meanwhile, outdoor time was associated with better mental health, and positive correlations were observed at all levels of outdoor time (compared to no outdoor time, decreasing the likelihood of higher levels of behavioral difficulties by between 3 and 4 percentage points and of lower prosocial scores by between 6 and 8 percentage points; all p’s< 0.001). For academic performance, average daily screen times of up to 1 hour and 1– 2 hours were both positively associated with standardized math scores (0.08 SD, p< 0.001; 0.07 SD, p< 0.01, respectively), whereas there were no significant associations between outdoor time and academic performance.

Conclusion: Using a large sample size, this study was the first to examine the association between adolescent free time allocation with mental health and academic performance, providing initial insights into how rural Chinese adolescents can optimize their free time.

Journal Publisher
Risk Management and Healthcare Policy
Authors
Huan Wang
Scott Rozelle
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Background
High adherence and proper usage of micronutrient powder (MNP) influence child nutritional outcomes, yet few studies explore the role of delivery patterns. This study explores the association between MNP delivery patterns and MNP feeding behaviors among Han and minority caregivers in rural Western China.

Methods
In August 2019, a total of 1021 caregiver-child pairs were selected through a four-stage cluster sampling process. A cross-sectional survey collected information on caregiver demographics, MNP delivery patterns (channel and frequency), and MNP feeding behaviors (proper usage and adherence). Using logistic regression, we examined which delivery channels and delivery frequencies were associated with proper usage and high adherence.

Results
The results indicated that minority caregivers had lower levels of proper MNP usage than did Han caregivers (89.2%), with Tibetan caregivers’ reporting the lowest rates of adherence (32.6%). Logistic regression revealed that that township-based channel was significantly correlated with proper usage among Tibetan and Yi caregivers (Odds Ratio, OR = 2.0, p < 0.01; and OR = 3.5, p < 0.001). Overall, the township-based and home-visit channels were significantly correlated with high adherence (OR = 1.7 and OR = 2.3, respectively; p < 0.001); delivery frequency was significantly correlated with high adherence (2 months: OR = 2.2, p < 0.001 and ≤ 1 month: OR = 3.5, p < 0.001) but not correlated with proper usage among the whole sample and individual ethnic groups.

Conclusions
In conclusion, the study finds evidence of a correlation between MNP delivery channel and both proper usage and high adherence as well as a correlation between MNP delivery frequency and high adherence.

Journal Publisher
BMC Public Health
Authors
Scott Rozelle
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Global Health Economics, China, & the Science of Health Care Delivery in the Digital Age


Advances in artificial intelligence, use of "big data", digital platforms enabling mass collaboration, automation, the "internet-of-things" and other so-called "4th Industrial Revolution" (4IR) technologies are enabling a radical shift in how healthcare is delivered. Few places are attempting to integrate these technologies into healthcare as rapidly as China. This talk will discuss China's comparative advantage in the adoption of these technologies and lay out a research agenda for the economics of digital health. While these technologies bring potential to produce massive improvements in access to high-quality care and lower costs, this result is far from certain. Beyond mere technical uncertainty, 4IR technologies are likely to produce profound changes in healthcare markets by altering the nature of incentives in the health system and relationships between patients, providers, payers. Evidence on these issues is needed to inform policy and regulation aiming to maximize social value and mitigate unintended consequences. Specific applications will be drawn from online research in China and other middle-income countries.


About the Speaker

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Sean Sylvia headshot.

Sean Sylvia is an Assistant Professor of health economics at UNC. His primary research interest is in the delivery of healthcare in China and other middle-income countries. Working with multidisciplinary teams of collaborators, he conducts large-scale population-based surveys and randomized trials to develop and test new approaches to provide healthcare to the poor and marginalized. His recent work focuses on the use of information technology to expand access to quality healthcare. 


For more information, please visit his personal website.


This event will be held in-person at Stanford University, masks are not required but strongly encouraged.

Questions? Contact sccei-communications@stanford.edu


 

Philippines Room, C330, Encina Hall, Stanford University

Sean Sylvia
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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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The objectives of this paper were to examine the risk of depression and depressive symptoms among Han and minority children and adolescents in rural China, the links between academic performance and depressive symptoms, and the prevalence of these links among specific subgroups. A total of 8392 4th, 5th, and 6th grade students at 105 sample rural schools in eight low-income counties and districts in a prefectural-level city in Southwestern China were randomly selected using a three-step sampling strategy. A total of 51% of the sample were female (SD = 0.50), and the age range was 7 to 19 years (mean = 11.35 years; SD = 1.05). Using the Patient Health Questionnaire 8-item depression scale, the prevalence of depressive symptoms in the sample was assessed, while data on students’ academic performance (standardized math test) and demographic characteristics were also collected. Our results show that the rates of major depression were 19% for Han students, 18% for Tibetan students, and 22% for Yi students; the rates of severe depression were 2% for Han and Tibetan students, and 3% for Yi students. Yi students were at significantly higher risks for major and severe depression than Han students. We conducted multivariate regression and heterogeneous analyses. Academic performance was negatively and significantly correlated to depressive symptoms. Across the whole sample, students with lower math scores, minority students, boys, younger students, and students with migrant parents were most vulnerable to depressive symptoms. The heterogeneous analysis suggests that among poor-performing students, subgroups at higher risk for depression include boys, non-boarding students, and students whose mothers had graduated from high school or above. These findings indicate a need to improve mental health outcomes of rural Han and minority primary school students, targeting academic performance for possible intervention.

Journal Publisher
International Journal of Environmental Research and Public Health
Authors
Scott Rozelle
Yue Ma
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