Carlos Dobkin’s research while affiliated with Massachusetts Institute of Technology and other places

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Publications (35)


Myth and Measurement — The Case of Medical Bankruptcies
  • Article

March 2018

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84 Reads

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35 Citations

The New-England Medical Review and Journal

Carlos Dobkin

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Amy Finkelstein

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Raymond Peter Kluender

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Though there is compelling evidence that medical expenses do cause bankruptcies in the United States, they may cause far fewer than has been claimed. Overemphasizing such events may distract from an understanding of the true nature of health-related economic hardship.


The Economic Consequences of Hospital Admissions

February 2018

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110 Reads

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341 Citations

American Economic Review

We use an event study approach to examine the economic consequences of hospital admissions for adults in two datasets: survey data from the Health and Retirement Study, and hospitalization data linked to credit reports. For non-elderly adults with health insurance, hospital admissions increase out-of-pocket medical spending, unpaid medical bills, and bankruptcy, and reduce earnings, income, access to credit, and consumer borrowing. The earnings decline is substantial compared to the out-of-pocket spending increase, and is minimally insured prior to age-eligibility for Social Security Retirement Income. Relative to the insured non-elderly, the uninsured non-elderly experience much larger increases in unpaid medical bills and bankruptcy rates following a hospital admission. Hospital admissions trigger fewer than 5 percent of all bankruptcies in our sample.


The Economic Consequences of Hospital Admissions

February 2018

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106 Reads

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153 Citations

American Economic Review

We use an event study approach to examine the economic consequences of hospital admissions for adults in two datasets: survey data from the Health and Retirement Study, and hospitalization data linked to credit reports. For non-elderly adults with health insurance, hospital admissions increase out-of-pocket medical spending, unpaid medical bills, and bankruptcy, and reduce earnings, income, access to credit, and consumer borrowing. The earnings decline is substantial compared to the out-of-pocket spending increase, and is minimally insured prior to age-eligibility for Social Security Retirement Income. Relative to the insured non-elderly, the uninsured non-elderly experience much larger increases in unpaid medical bills and bankruptcy rates following a hospital admission. Hospital admissions trigger fewer than 5 percent of all bankruptcies in our sample.


The Effects of the Minimum Legal Drinking Age on Morbidity

June 2016

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127 Reads

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34 Citations

Review of Economics and Statistics

Despite the fact that nonfatal injuries are much more common than fatal ones, most studies examining the health effects of tighter alcohol control have focused on fatalities. We provide the first comprehensive quasi-experimental evaluation of the effect of the minimum legal drinking age in the United States on injuries serious enough to require treatment in a hospital. Using a near census of emergency department (ED) and hospital discharge records from several large states we document that at age 21, ED visits and hospital admissions increase by 69.4 and 9.2 per 10,000 person-years respectively. These increases are due mainly to an increase in the rate at which young men experience accidental injuries, alcohol overdoses, and injuries inflicted by others – providing the literature's first direct evidence that easing access to alcohol increases the risk of violent victimization. Our results indicate that the literature's disproportionate focus on mortality leads to a significant underestimation the benefits of tighter alcohol control.. We thank Phil Cook and seminar participants at the 2010 American Society of Health Economists Conference for valuable comments. Some of the results in this paper are based on confidential data. Readers can contact the authors for information on obtaining access. We gratefully acknowledge grant support from NIH/NIAAA #RO1 AA017302-01. The usual caveats apply.


The Mechanisms of Alcohol Control

April 2016

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64 Reads

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35 Citations

The Journal of Human Resources

A substantial economics literature documents that tighter alcohol controls reduce alcohol-related harms, but far less is known about mechanisms. We use the universe of Canadian mortality records to document that Canada's Minimum Legal Drinking Age (MLDA) significantly reduces mortality rates of young men but has much smaller effects on women. Using drinking data that are far more detailed than in prior work, we document that the MLDA substantially reduces 'extreme' drinking among men but not women. Our results suggest that alcohol control efforts targeting young adults should focus on reducing extreme drinking behavior.


The Minimum Legal Drinking Age and Crime

May 2015

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542 Reads

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59 Citations

Review of Economics and Statistics

We use variation from the minimum legal drinking age to estimate the causal effect of access to alcohol on crime. Using a census of arrests in California and a regression discontinuity design, we find that individuals just over age 21 are 5.9% more likely to be arrested than individuals just under 21. This increase is mostly due to assaults, alcohol-related offenses, and nuisance crimes. These results suggest that policies that restrict access to alcohol have the potential to substantially reduce crime.


The Effect of Health Insurance on Emergency Department Visits: Evidence from an Age-Based Eligibility Threshold

March 2014

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91 Reads

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52 Citations

Review of Economics and Statistics

Health insurance affects the rate at which individuals visit hospitals and emergency departments (EDs). We identify the causal effect of losing health insurance using a regression discontinuity design. We compare individuals just before and after their twenty third birthday, which insurers have used as a cutoff after which students are no longer eligible for their parents' health insurance: 1.5% of young adults lose their health insurance upon turning 23, and this transition leads to a 1.6% decrease in ED visits and a 0.8% decrease in hospital stays. We discuss why these estimates are larger than those observed among teenage populations. © 2014 by the President and Fellows of Harvard College and the Massachusetts Institute of Technology.



Figure 1: Distribution of Student Attendance  
Table 2: Comparison of Mandatory and Non-Mandatory Attendance Groups 
Figure 2: Percent of Students Present on Each Day in Classes with Attendance Policy  
Figure 3: Class Attendance Over the Support of Midterm Score  
Figure 4: Class Attendance Over Support of Midterm Score  

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Causes and Consequences of Skipping Class in College
  • Article
  • Full-text available

May 2012

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18,240 Reads

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21 Citations

In this paper we estimate the effect of class attendance on exam performance by implementing a policy in three large economics classes that required students scoring below the median on the midterm exam to attend class. This policy generated a large discontinuity in the rate of post-midterm attendance. We estimate that near the threshold, the post-midterm attendance rate was 36 percentage points higher for those students facing compulsory attendance. The discontinuous attendance policy is also associated with a significant difference in performance on the final exam. We estimate that a 10 percentage point increase in a student's overall attendance rate results in a 0.20 standard deviation increase in the final exam score. Given the large estimated effect of attendance on exam performance, we then consider what motivates student absenteeism by implementing two campus wide surveys of lecture attendance. First, we observe characteristics and attendance rates of 180 large lecture courses and find little relationship between attendance and factors within the instructor's control. Next, we conduct a web survey of undergraduates, where students primarily report missing class due to sleep, feeling that lecture was not worthwhile, or needing to prepare for another class.

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The Minimum Legal Drinking Age and Public Health

May 2011

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1,019 Reads

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95 Citations

Journal of Economic Perspectives

The Amethyst Initiative, signed by more than 100 college presidents and other higher education officials calls for a reexamination of the minimum legal drinking age in the United States. A central argument of the initiative is that the U.S. minimum legal drinking age policy results in more dangerous drinking than would occur if the legal drinking age were lower. A companion organization called Choose Responsibility explicitly proposes "a series of changes that will allow 18-20 year-olds to purchase, possess and consume alcoholic beverages." Does the age-21 drinking limit in the United States reduce alcohol consumption by young adults and its harms, or as the signatories of the Amethyst Initiative contend, is it "not working"? In this paper, we summarize a large and compelling body of empirical evidence which shows that one of the central claims of the signatories of the Amethyst Initiative is incorrect: setting the minimum legal drinking age at 21 clearly reduces alcohol consumption and its major harms. We use a panel fixed effects approach and a regression discontinuity approach to estimate the effects of the minimum legal drinking age on mortality, and we also discuss what is known about the relationship between the minimum legal drinking age and other adverse outcomes such as nonfatal injury and crime. We document the effect of the minimum legal drinking age on alcohol consumption and estimate the costs of adverse alcohol-related events on a per-drink basis. Finally we consider implications for the correct choice of a minimum legal drinking age.


Citations (34)


... The study also considered the effects of other essential criminal indicators at the macro-level as control variables in the regression. For instance, past studies have revealed that overconsumption of alcohol increases an individual's tendency to behave more aggressively and even violently (Yamamura, 2009;Carpenter & Dobkin, 2010;Markowitz, 2005). ...

Reference:

Is Police Force Size Related to Crime Rates?
Alcohol Regulation and Crime
  • Citing Chapter
  • January 2011

... Markowitz and Ding (2020) point out that tax policy cannot on its own modify heavy drinkers' behavior and that policies such as minimum unit pricing could be effective tools, since they can target the cost of the cheapest alcoholic beverages that the heaviest drinkers favor, without penalizing light or moderate drinkers (Holmes and others 2014;Sharma, Etilé, and Sinha 2016;Calcott 2019). Other complementary regulatory policies include adjusting the legal drinking age, limiting alcoholic beverage sales days and hours, and liquor sales monopolies (Carpenter, Dobkin, and Warman 2016;Fletcher 2019;Markowitz and Ding 2020). ...

The Mechanisms of Alcohol Control
  • Citing Article
  • January 2014

SSRN Electronic Journal

... In Section 5, we illustrate how DML can be leveraged to reduce the dependence on functional forms in staggered adoption designs. We revisit the analysis of Dobkin et al. (2018), who study the economic consequences of hospital admission. We estimate group-time average treatment effects on the treated under a conditional parallel trends assumption, and show how DML inference applies to dynamic average treatment effects. ...

The Economic Consequences of Hospital Admissions
  • Citing Article
  • February 2018

American Economic Review

... Medical costs are a significant contributor to household debt and bankruptcy in the USA (Gross and Notowidigdo 2011;Dobkin et al. 2018b). Yet, there is still little work connecting direct evidence on elicited subjective beliefs regarding future health care costs with changes in the debt held by households. ...

Myth and Measurement — The Case of Medical Bankruptcies
  • Citing Article
  • March 2018

The New-England Medical Review and Journal

... The first pathway involves a direct increase in medical expenditures resulting from health shocks. Research by Dobkin et al. [27] demonstrates that hospitalization shocks lead to a direct rise in out-of-pocket medical costs. The second pathway is indirect, arising from a reduction in disposable income and a diminished household labor supply [14,[28][29][30]. ...

The Economic Consequences of Hospital Admissions
  • Citing Article
  • February 2018

American Economic Review

... One such channel is educational attainment. A large volume of literature shows that children who enter school relatively later tend to earn more years of education (e.g., Angrist & Krueger, 1992;Black et al., 2011;Dobkin & Ferreira, 2010). Women are less likely to have a child during their educational period due to the incapacitation or incarceration effect, so more education leads to delay in the timing of childbirths. ...

Do School Entry Laws Affect Educational Attainment and Labor Market Outcomes?
  • Citing Article
  • January 2007

SSRN Electronic Journal

... Numerous studies indicate that alcohol consumption increases sharply at the age when individuals gain the right to consume and/or purchase alcohol (e.g. see Crost and Guerrero, 2012;Deza, 2015;Carpenter, Dobkin and Warman, 2016;Lindo et al., 2016). This 'first-stage' evidence motivates the importance of further studying spillover effects of drinking on various physical, mental, and psychological disorders. ...

The Mechanisms of Alcohol Control
  • Citing Article
  • April 2016

The Journal of Human Resources

... Adolescent alcohol use is a public health problem in the USA. The number of law enforcement personnel, especially number of police officers, has an impact on preventing underage drinking (Carpenter and Dobkin, 2015). So, an increase in the number of police officers has the potential to control underage drinking as well as possibly affecting crime. 1 Data for the number of law enforcement personnel come from the FBI's statistics department. ...

The Minimum Legal Drinking Age and Crime
  • Citing Article
  • May 2015

Review of Economics and Statistics

... Thus, [26], have shown that micro health insurance has contributed to the financial protection of its beneficiaries, reducing catastrophic health expenditure and reducing the use of health care services. Anderson et al. [27] only conclude that not having insurance leads to a significant reduction in the number of emergency department visits, and hospital admissions for inpatients. In addition, [28] have shown the effectiveness of cash transfer policies as one of the elements in the composition of social safety nets in improving children's health, reducing the risk of morbidity, improving nutrition, and reducing the use of health services due to an improvement in their health status. ...

The Effect of Health Insurance on Emergency Department Visits: Evidence from an Age-Based Eligibility Threshold
  • Citing Article
  • March 2014

Review of Economics and Statistics

... More recently, Dobkin and Shabani (2009) deployed confidential data from the National Health Interview Study (NHIS), which included both birth date (for assignment to draft-eligibility status) and veteran status for a two-stage least squares (2SLS) estimation of Vietnam-era military service on health behaviors and morbidity. In the cross-sectional ordinary least squares (OLS) analysis, they found significant, deleterious effects. ...

The Long Term Health Effects of Military Service: Evidence from the National Health Interview Survey and the Vietnam Era Draft Lottery
  • Citing Article