The connection between obtaining higher paying jobs and undertaking some seemingly irrelevant activity is interpreted as “social culture.” In the context of a society trying to adopt a new technology, I show that by allowing the firms to give preferential treatment to workers based on some “cultural activity,” the society can partially overcome an informational free-riding problem. Therefore, social culture may affect the economic performance by altering the effective production technology of the economy. (JEL P17, Z13)
American Economic Review2017107(2), 562-591open access
We propose a novel and easy-to-implement approach to detect potential overbilling based on the hours worked implied by the service codes which physicians submit to Medicare. Using the Medicare Part B Fee- for-Service (FFS) Physician Utilization and Payment Data in 2012 and 2013 released by the Centers for Medicare and Medicaid Services, we construct estimates for physicians' hours spent on Medicare beneficiaries. We find that about 2,300 physicians, representing about 3 percent of those with 20 or more hours of Medicare Part B FFS services, have billed Medicare over 100 hours per week. We consider these implausibly long hours.
Journal of Political Economy2020128(11), 4258-4336
We present and empirically implement an equilibrium labor market search model where risk-averse workers facing medical expenditure shocks are matched with firms making health insurance coverage decisions. We use our estimated model to evaluate the equilibrium impact of many health care reform proposals, including the 2010 Affordable Care Act (ACA). We use the estimates of the early impact of the ACA as a model validation. We find that income-based subsidies for health insurance premiums are crucial for the sustainability of the ACA, while the ACA can still substantially reduce the uninsured rate without the individual or the employer mandate.
Understanding the nature and sources of human identity is an important objective in the study of a variety of social problems. Scholarly and popular writing on the cultural determinants of economic disadvantage underscores this point. Some analysts (e.g., Edward Banfield, 1970; Thomas Sowell, 1994; John McWhorter, 2000; John Ogbu, 2003) have hypothesized that a causal connection exists between the poor social performance of a group of people and their “culture.” That disadvantaged people harbor “dysfunctional” notions about identity has been offered as an explanation of a group’s welfare dependency, or its low academic proficiency. It has been said, for instance, that people fare poorly because they focus overly much on their own victimization, or because they disassociate themselves from their more successful fellows, and so on. At the root of such cultural criticism lies the presumption that the disadvantaged should “reform” themselves: If those people would only see themselves differently, the critics hint, they could be so much better off. This mode of social explanation easily accommodates racial overtones. With the present paper we intend to raise serious doubts about such normative criticisms of the poor when applied to their conceptions of identity. We show that the identities adopted by a group of people can be perfectly consistent with rational individual choices, even though feasible alternative configurations may exist under which everyone would be better off. Indeed, we argue that identity choice by interactive agents with ongoing economic relations has a “tragedy of the commons” quality about it: the profile of dominant strategies for the agents can yield a Pareto-inferior collective outcome. Preaching “identity reform” to such people is a bit like trying to counter an overfishing problem by lecturing fishermen on the moral need for forbearance! We wish to be explicit and clear at the outset about what we have in mind when using the term “identity.” Human identity includes both a personal and a social aspect. Social identity deals with how an individual is perceived and categorized by others (e.g., Erving Goffman, 1963). In contrast, personal identity, which is the subject of this paper, and which psychologists sometimes call “ego identity,” deals with a person’s answer to the question: “Who am I?” Our proposed model of personal identity posits that, to answer this question, an agent must provide a “narrative” about her personal history. That is, she has to summarize her life experiences. Because a full personal history is (necessarily) a very complex object, and since their cognitive capacities are limited, answering the “Who Am I?” question requires agents to project elaborate personal accounts onto manageable categories of self-description. We think of an agent’s identity as the mechanism she uses to convert complex personal history into a more simplified account of herself. A group’s “collective identity” is any self-representational mode of this sort which has been adopted in common by (most of) the agents in that group. We formalize the problem of selective selfrepresentation and use the resulting framework to study the efficiency implications of the “identity” choices people make. This, we believe, is one way that economic analysis can contribute to the study of identity-related issues.
Matsumoto (2020) pointed out data and coding errors in Fang and Gong (2017). We show that these errors have limited impacts: all qualitative findings remain after correcting them. Matsumoto also discussed potential service overcounting in the aggregated utilization data we used to illustrate our method, and then quantified the extent of overcounting with a sample of Medicare claims. We acknowledge the issue but discuss the noise and the bias in his quantification. Overall, our proposed method remains useful, as regulators who are interested in applying the method are unlikely to be subject to the data limitations. (JEL H51, I13, I18, J22, J44)
We investigate the effects of the institutional settings of the US health care system on individuals' life-cycle medical expenditures. Health is a form of general human capital; labor turnover and labor-market frictions prevent an employer-employee pair from capturing the entire surplus from investment in an employee’s health. Thus, the pair underinvests in health during working years, thereby increasing medical expenditures during retirement. We provide empirical evidence consistent with the comparative statics predictions of our model using the Medical Expenditure Panel Survey (MEPS) and the Health and Retirement Study (HRS). Our estimates suggest significant inefficiencies in health investment in the United States.
We propose a simple model of trooper behavior to design empirical tests for whether troopers of different races are monolithic in their search behavior, and whether they exhibit relative racial prejudice in motor vehicle searches. Our test of relative racial prejudice provides a partial solution to the well-known inframarginality and omitted-variables problems associated with outcome tests. When applied to a unique dataset from Florida, our tests soundly reject the hypothesis that troopers of different races are monolithic in their search behavior, but the tests fail to reject the hypothesis that troopers of different races do not exhibit relative racial prejudice.
We report results from a randomized natural field experiment conducted in a restaurant dining setting to distinguish the observational learning effect from the saliency effect. We find that, when customers are given ranking information of the five most popular dishes, the demand for those dishes increases by 13 to 20 percent. We do not find a significant saliency effect. We also find modest evidence that the observational learning effects are stronger among infrequent customers, and that dining satisfaction is increased when customers are presented with the information of the top five dishes, but not when presented with only names of some sample dishes. (JEL C93, D83).
The Review of Economics and Statistics201597(2), 287-300
We report results from a large, randomized field to study how access to formal microinsurance affects production and economic development. We induce exogenous variation in insurance coverage at the village level by randomly assigning performance incentives to the village animal husbandry worker who is responsible for signing farmers up for the insurance. We find that promoting greater adoption of insurance significantly increases farmers' sow production, and this effect seems to persist in the longer run; moreover, the increase in sow production in response to the sow insurance does not seem to be the result of the substitution of other livestock.
Abstract We study how firms build relations with local governments in emerging markets without established rules of political lobbying. We document that following a turnover of the Party Secretary or mayor of a city in China, firms (especially privately owned enterprises, POEs hereafter) headquartered in that city significantly increase their “perk spending,” for example, expenses for travel and entertainment among others. Both the instrumental-variable-based results and heterogeneity analysis are consistent with the interpretation that the perk spending is used to build relations with local governments. In addition, we find that local political turnover in a city tends to be followed by changes of the Chairmen or the CEOs of state-owned enterprises that are controlled by the local government. We also discuss and rule out several alternative explanations for the above findings.