305 Colonial Penn Center
3641 Locust Walk
Philadelphia, PA 19104
Research Interests: applied microeconomics, emergency medical services, health economics, industrial organization, nonprofit organizations, post-acute care, primary care, regulation
Links: CV
PhD, University of Chicago, 2004; MA, Tel-Aviv University, 1997; BA, Tel-Aviv University, 1995
National Bureau of Economic Research Dissertation Fellowship Award 2003-04; University of Pennsylvania Research Foundation Award 2006 and 2009; Leonard Davis Institute of Health Economics Pilot Project Program Award 2007 and 2009; Center for Health Management Research Grant Award, 2008; National Institute of Health Grant Award 2008; Wharton School Excellence-in-Teaching Award for the Undergraduate Division, 2014
Academic Positions Held
Wharton: 2004-present
Senior Fellow, The Leonard Davis Institute of Health Economics: 2004-present
Research Associate, Health Care Program, National Bureau of Economic Research: 2010-present
For more information, go to my Personal Website and my Personal Statement
Cory Capps, Dennis Carlton, Guy David (Under Review), Antitrust Treatment of Nonprofits: Should Hospitals Receive Special Care?.
Abstract: Nonprofit hospitals receive favorable tax treatment in exchange for providing socially beneficial activities. Extending this rationale suggests that nonprofit hospital mergers should be evaluated differently than mergers of for-profit hospitals because suppression of competition may also allow nonprofits to cross-subsidize care for the poor. Using detailed California data, we find no evidence that nonprofit hospitals are more likely than for-profit hospitals to provide more charity care or offer unprofitable services in response to an increase in market power. Therefore, we find no empirical justification for different antitrust standards for nonprofit hospitals, as some courts have suggested.
Guy David and Sara Markowitz (Under Review), Side Effects of Competition: the Role of Advertising and Promotion in Pharmaceutical Markets.
Abstract: The extent of pharmaceutical advertising and promotion can be characterized by a balancing act between profitable demand expansions and potentially unfavorable subsequent regulatory actions. However, this balance also depends on the nature of competition (e.g. monopoly versus oligopoly). In this paper we model the firm’s behavior under different competitive scenarios and test the model’s predictions using a novel combination of sales, promotion, advertising, and adverse event reports data. We focus on the market for erectile dysfunction drugs as the basis for estimation. This market is ideal for analysis as it is characterized by an abrupt shift in structure, all drugs are branded, the drugs are associated with adverse health events, and have extensive advertising and promotion. We find that advertising and promotion expenditures increase own market share but also increase the share of adverse drug reactions. Competitors’ spending decreases market share, while also having an influence on adverse drug reactions.
Molly Candon, Alon Bergman, Amber Rose, Hummy Song, Guy David, Joanne Spetz (2023), The Relationship Between Scope of Practice Laws for Task Delegation and Nurse Turnover in Home Health, Journal of the American Medical Directors Association, 24 (11), pp. 1773-1778. 10.1016/j.jamda.2023.07.023
Alon Bergman, Guy David, Hummy Song (2023), “I Quit”: Schedule Volatility as a Driver of Voluntary Employee Turnover, Manufacturing & Service Operations Management, 25 (4), pp. 1416-1435. 10.1287/msom.2023.1205
Atul Gupta, Guy David, Lucy Kim (2023), The Effect of Performance Pay Incentives on Market Frictions: Evidence from Medicare, International Journal of Health Economics and Management , 23 (1) (March), pp. 27-57.
Alon Bergman, Hummy Song, Guy David, Joanne Spetz, Molly Candon (2022), The Role of Schedule Volatility in Home Health Nursing Turnover, Medical Care Research and Review, 79 (3), pp. 382-393. 10.1177/10775587211034310
Hummy Song, Elena Andreyeva, Guy David (2022), Time is the Wisest Counselor of All: The Value of Provider-Patient Engagement Length in Home Health Care, Management Science, 68 (1), pp. 420-441. 10.1287/mnsc.2020.3921
Ari B. Friedman, Stephanie Gervasi, Hummy Song, Amelia Bond, Angela T. Chen, Alon Bergman, Guy David, Julie M. Bailey, Ronald Brooks (2022), Telemedicine Catches On: Changes in the Utilization of Telemedicine Services During the Covid-19 Pandemic, American Journal of Managed Care, 28 (1). 10.37765/ajmc.2022.88771
Hummy Song, Ryan M. McKenna, Angela T. Chen, Guy David (2021), The Impact of the Non-essential Business Closure Policy on Covid-19 Infection Rates, International Journal of Health Economics and Management, 21 (4), pp. 387-426. 10.1007/s10754-021-09302-9
Hummy Song, Alon Bergman, Angela T. Chen, Dan Ellis, Guy David, Ari B. Friedman, Amelia M. Bond, Julie M. Bailey, Ronald Brooks (2021), Disruptions in Preventive Care: Mammograms During the Covid-19 Pandemic, Health Services Research, 56 (1), pp. 95-101. 10.1111/1475-6773.13596
This course provides an application of economic principles to the health care ecosystem, focusing primarily on the US health care sector. By recognizing the importance of scarcity and incentives, this course will focus on the critical economic issues in producing, financing, and delivering efficient and equitable health care. In particular, the course will discuss the tension between cost, access and quality of care; analyze the determinants of demand for medical care; discuss the role of health insurance and the complexities it brings; study the unique role of physicians in guiding and shaping the allocation of resources in medical care markets; and analyze competition in medical care markets, especially among hospitals. Special emphasis will be placed on the evaluation of policy instruments such as government regulation, antitrust laws, and public health programs. Knowledge of calculus and basic microeconomics is highly recommended. Students who take HCMG 3220 may not also take HCMG 3520 for further credit.
HCMG3220001 ( Syllabus )
The purpose of this course is to apply economics to an analysis of the health care industry, with special emphasis on the unique characteristics of the US healthcare markets, from pre-hospital to post-acute care. This course focuses on salient economic features of health care delivery, including: the role of nonprofit providers, the effects of regulation and antitrust activity on hospitals, the degree of input substitutability within hospitals, the nature of competition in home health care, public versus private provision of emergency medical services, the effect of specialty hospitals and ambulatory surgery centers, the economics of direct-to-consumer advertising and its effect on drug safety, defining and improving medical performance in hospitals, specialization and investment in physical and human capital, and shifting of services between inpatient and outpatient settings and its effect on health care costs and quality.
HCMG3520001 ( Syllabus )
This course is intended to provide entering doctoral students with information on the variety of health economics models, methods, topics, and publication outlets valued and used by faculty in the HCMG doctoral program and outside of it. The course has two main parts: the first, to acquaint students with theoretical modeling tools used frequently by health economists. This part of the course involves a number of lectures coupled with students' presentations from the health economics, management and operations research community at Penn on a research method or strategy they have found helpful and they think is important for all doctoral students to know.
HCMG9000001 ( Syllabus )
The course provides an application of economic models to demand, supply, and their interaction in the medical economy. Influences on demand, especially health status, insurance coverage, and income will be analyzed. Physician decisions on the pricing and form of their own services, and on the advice they offer about other services, will be considered. Competition in medical care markets, especially for hospital services, will be studied. Special emphasis will be placed on government as demander of medical care services. Changes in Medicare and regulation of managed care are among the public policy issues to be addressed. Prerequisite: If course requirement not met, permission of instructor required.
Health economics applies economic principles to the health care sector. By recognizing the importance of scarcity and incentives, it focuses on the critical economic issues in producing, delivering, and financing health care. It analyzes determinants of demand for medical care, the unique role of physicians in resource allocation, the role of health insurance, and competition in medical care markets.
This course surveys health economics through its principles, insurance, physicians, hospitals and related care, and regulation and integration. Dynamic lectures cover the role of economics in health; differences between health economics and other branches of the discipline; supply, demand, and equilibrium; and the iron triangle of health care (access, cost, and quality). Key health insurance concepts are introduced—risk aversion, moral hazard, cost sharing, and adverse selection—along with a practical overview of the calculations that underlie pricing decisions. You will learn about the relationship between physicians and patients, supplier-induced demand, alternative payment models, the economics of primary care and of specialization, and the role of nonprofit and for-profit hospitals in the health care system. The course concludes with the legal and regulatory structures that govern hospital systems and hospitals’ regional market power, by examining vertical and horizontal integration, price discrimination, price fixing, mergers, and antitrust laws. In the final assignment, you will apply course concepts to health equity issues.
The course provides an application of economic models to demand, supply, and their interaction in the medical economy. Influences on demand, especially health status, insurance coverage, and income will be analyzed. Physician decisions on the pricing and form of their own services, and on the advice they offer about other services, will be considered. Competition in medical care markets, especially for hospital services, will be studied. Special emphasis will be placed on government as demander of medical care services. Changes in Medicare and regulation of managed care are among the public policy issues to be addressed. Prerequisite: If course requirement not met, permission of instructor required.
This course provides an application of economic principles to the health care sector. By recognizing the importance of scarcity and incentives, this course will focus on the critical economic issues in producing, delivering, and financing health care. In particular, the course will analyze determinants of demand for medical care, such as health status, insurance coverage, and income; the unique role of physicians in guiding and shaping the allocation of resources in medical care markets; and competition in medical care markets, especially among hospitals. Special emphasis will be placed on the evaluation of policy instruments such as government regulation, antitrust laws, 'sin taxes' on cigarettes and alcohol, and public health programs. Students who take HCMG 302 may not also take HCMG 202 (ECON 039) for further credit.; knowledge of calculus and basic microeconomics is recommended.
This course provides an application of economic principles to the health care ecosystem, focusing primarily on the US health care sector. By recognizing the importance of scarcity and incentives, this course will focus on the critical economic issues in producing, financing, and delivering efficient and equitable health care. In particular, the course will discuss the tension between cost, access and quality of care; analyze the determinants of demand for medical care; discuss the role of health insurance and the complexities it brings; study the unique role of physicians in guiding and shaping the allocation of resources in medical care markets; and analyze competition in medical care markets, especially among hospitals. Special emphasis will be placed on the evaluation of policy instruments such as government regulation, antitrust laws, and public health programs. Knowledge of calculus and basic microeconomics is highly recommended. Students who take HCMG 3220 may not also take HCMG 3520 for further credit.
The purpose of this course is to apply economics to an analysis of the health care industry, with special emphasis on the unique characteristics of the US healthcare markets, from pre-hospital to post-acute care. This course focuses on salient economic features of health care delivery, including: the role of nonprofit providers, the effects of regulation and antitrust activity on hospitals, the degree of input substitutability within hospitals, the nature of competition in home health care, public versus private provision of emergency medical services, the effect of specialty hospitals and ambulatory surgery centers, the economics of direct-to-consumer advertising and its effect on drug safety, defining and improving medical performance in hospitals, specialization and investment in physical and human capital, and shifting of services between inpatient and outpatient settings and its effect on health care costs and quality.
This course provides an introduction to the field of health care economics and management. Using an economic approach, the course will provide an overview of the evolution, structure and current issues in the health care ecosystem. It examines the unique features of health care services, products and markets, with a specific focus on the changing relationships between patients, physicians, hospitals, insurers, employers, communities, and government. In particular, the course focuses on three broad segments of the health care industry: payors, providers, and producers. NOTE: This is a required course for Wharton Graduate Health Care Management majors; it counts as an elective course for all other Wharton Graduate students. It is also open to Law School and Nursing School students with a joint Wharton Program.
The purpose of this course is to apply economics to an analysis of the health care industry, with special emphasis on the unique characteristics of the US healthcare markets, from pre-hospital to post-acute care. This course focuses on salient economic features of health care delivery, including: the role of nonprofit providers, the effects of regulation and antitrust activity on hospitals, the degree of input substitutability within hospitals, the nature of competition in home health care, public versus private provision of emergency medical services, the effect of specialty hospitals and ambulatory surgery centers, defining and improving medical performance in hospitals, specialization and investment in physical and human capital, shifting of services between inpatient and outpatient settings and its effect on health care costs and quality, and innovation in primary care from retail clinics to patient-centered medical homes and retainer-based medicine.
HCMG 8900-001: This course examines issues related to the Services Sector of the health care industry. For those interested in management, investing, or banking in the health care industry, the services sector will likely be the largest and most dynamic sector within all of health care. We will study key management issues related to a number of different health care services businesses with a focus on common challenges related to reimbursement, regulatory, margin, growth, and competitive issues. We will look at a number of different businesses and subsectors that may have been unfamiliar to students prior to taking the course. We will make extensive use of outside speakers, many of whom are true industry leaders within different sectors of the health care services industry. Speakers will address the current management issues they face in running their businesses as well as discuss the career decisions and leadership styles that enables them to reach the top of their profession. Students will be asked to develop a plan to both buy out and manage a specific health care services business of their choosing and will present their final plans to a panel of leading Health Care Private Equity investors who will evaluate their analysis. Prerequisites: HCMG 8410. Health Care Management MBA majors only
Global Modular Course (GMC) - see description in section details
Arranged with members of the Faculty of the Health Care Systems Department. For further information contact the Department office, Room 204, Colonial Penn Center, 3641 Locust Walk, 898-6861.
This course is intended to provide entering doctoral students with information on the variety of health economics models, methods, topics, and publication outlets valued and used by faculty in the HCMG doctoral program and outside of it. The course has two main parts: the first, to acquaint students with theoretical modeling tools used frequently by health economists. This part of the course involves a number of lectures coupled with students' presentations from the health economics, management and operations research community at Penn on a research method or strategy they have found helpful and they think is important for all doctoral students to know.
The weeklong intensive course aims at developing essential business acumen and leadership skills required to thrive in a constantly changing health care ecosystem. Taught by invited faculty who have experience working with health care leaders, this course will focus on actionable knowledge in financial acumen, strategic decision making, innovation and building high-performance teams. Through interactive mixed-mode delivery methods, faculty will share tools and frameworks, always with a focus on how to apply them, both personally and within an organizational context. Prerequisite: Permission needed from Instructor.
Special course arranged for Wharton MBA students, focused on global business, management and innovation.
Wharton academics and industry leaders weigh in on the intersection of health equity and financial wellbeing.…Read More
Knowledge at Wharton - 2/6/2024A primer on some of the programs that bring new faces and fresh ideas to Wharton’s campus in the not-so-quiet off-season.
Wharton Magazine - 04/19/2019Before Shanel Fields, WG’19, knew where she was headed for her MBA, she reached out to an emergency medical services expert at Wharton for advice on a startup idea. She was driven by the knowledge that emergency callers in low-income communities have 20 percent higher rates of “death upon arrivals,”…
Wharton Stories - 11/12/2019