Nolan H. Miller’s research while affiliated with University of Illinois, Urbana-Champaign and other places

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Publications (42)


Solomonic Separation: Risk Decisions as Productivity Indicators
  • Article

December 2012

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23 Reads

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4 Citations

Journal of Risk and Uncertainty

Nolan H. Miller

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A principal provides budgets to agents (e.g., divisions of a firm or the principal's children) whose expenditures provide her benefits, either materially or because of altruism. Only agents know their potential to generate benefits. We prove that if the more "productive" agents are also more risk-tolerant (as holds in the sample of individuals we surveyed), the principal can screen agents and bolster target efficiency by offering a choice between a nonrandom budget and a two-outcome risky budget. When, at very low allocations, the ratio of the more risk-averse type's marginal utility to that of the other type is unbounded above (e.g., as with CRRA), the first-best is approached. -- A biblical opening enlivens the analysis.Institutional subscribers to the NBER working paper series, and residents of developing countries may download this paper without additional charge at www.nber.org.


Do Consumer Price Subsidies Really Improve Nutrition?

November 2011

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162 Reads

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65 Citations

Review of Economics and Statistics

Many developing countries use food-price subsidies or controls to improve nutrition. However, subsidizing goods on which households spend a high proportion of their budget can create large wealth effects. Consumers may then substitute towards foods with higher non-nutritional attributes (e.g., taste), but lower nutritional content per unit of currency, weakening or perhaps even reversing the subsidy's intended impact. We analyze data from a randomized program of large price subsidies for poor households in two provinces of China and find no evidence that the subsidies improved nutrition. In fact, it may have had a negative impact for some households. (JEL I38; O12; Q18).


Figure 1: Marginal Benefit: ar > 1.
Table 1 : Variable names and summary statistics, N = 11,936.
Figure 2: Optimal Time Allocation: ar > 1.
Table 2 : Selected estimates of OLS and two-stage least squares.
Table 3 : Selected estimates of ordered probit single equation model and ordered probit control function model.

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Demanding Customers: Consumerist Patients and Quality of Care
  • Article
  • Full-text available

January 2011

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198 Reads

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10 Citations

The B.E. Journal of Economic Analysis & Policy

Consumerism arises when patients acquire and use medical information from sources other than their physicians. This practice has been hailed as a means of improving quality. This need not be the result. Our theoretical model identifies a channel through which consumerism may reduce quality: consumerist patients place additional demands on their doctors’ time, thus imposing a negative externality on other patients. Relative to a world in which consumerism does not exist, consumerism may harm other consumerists, non-consumerists, or both. Data from a large national survey of physicians confirm the negative effects of consumerism: high levels of consumerist patients are associated with lower perceived quality among physicians.

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Solomonic Separation: Gauging Preference Intensity Through Risk Taking

January 2011

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32 Reads

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2 Citations

A principal provides budgets to agents (e.g., divisions of a firm or the principal's children) whose expenditures provide her benefits, either directly or through altruism. Initially, only agents know their levels of potential benefits. We prove that if the more "productive" agents are also more risk-tolerant (as holds in the sample we surveyed), the principal can screen agents and bolster target efficiency by offering a choice between a nonrandom budget and a two-outcome risky budget. When the more risk-averse type's utility is unbounded below (e.g., as with CRRA), the first-best is approached. — A biblical opening enlivens the analysis.. We thank John Pratt for help with the proof of Lemma 1. We thank Carmen Tanner and Michael Kosfeld for help with the survey, Mario Häfeli and Ramona Westermann for research assistance, and participants in various seminars for comments. Wagner thanks the SFI, the NCCR FINRISK and the RPP "Finance and Financial Markets" for support.


A Revealed Preference Approach to Measuring Hunger and Undernutrition

November 2010

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271 Reads

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74 Citations

Caloric intake and minimum calorie thresholds are widely used in developing countries to assess hunger and nutrition, and to construct poverty lines. However, it is generally recognized that the sufficiency of an individual's caloric intake cannot be determined, due to: a lack of consensus on the true thresholds; the fact that any such thresholds are individual-varying and unobservable; imperfect nutrient absorption; and the weak and non-monotonic empirical relationship between calories and wealth. We propose a revealed preference approach to measuring hunger and undernutrition that overcomes these challenges. Low caloric intake is associated with a large utility penalty (e.g., physical discomfort). The corresponding high marginal utility of calories causes a utility-maximizing consumer to primarily consume the cheapest available source of calories (a staple). Once they have surpassed subsistence, the marginal utility of calories declines significantly and they substitute towards foods with higher levels of non-nutritional attributes (e.g., taste). Thus, though any individual's requirements are unobserved, their choice to switch away from the staple reveals they are above that requirement. Accordingly, the percent of calories obtained from the staple can be used to indicate nutritional sufficiency. We also provide an application for China that shows the desirable empirical properties of this approach.Institutional subscribers to the NBER working paper series, and residents of developing countries may download this paper without additional charge at www.nber.org.


Do Consumer Price Subsidies Really Improve Nutrition?

June 2010

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51 Reads

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43 Citations

Review of Economics and Statistics

The impact of a stronger work requirement for welfare recipients in a workfare program is studied in an efficiency wage model where a representative firm chooses its level of monitoring activities. A stricter workfare policy raises employment as well as the monitoring intensity. It typically increases profits and reduces the tax rate. The impact on the net wage is ambiguous. Utility levels of employed workers and welfare recipients may increase even if the net wage declines. The utility differential between these two groups of workers shrinks.


Figure 1: Intrade.com daily closing prices for the " Brown Victory " and " Coakley Victory " contracts, which paid $100 if the appropriate candidate won.  
Table 1 : Main Results
Table 2 : Individual Managed-Care Firms
Figure 3: Cumulative abnormal return (equally weighted) by event day for firms in the SPISP Equipment, Facilities, Managed Care and Pharmaceuticals subsectors.
Table 5 : Robustness
What Does Health Reform Mean for the Health Care Industry? Evidence from the Massachusetts Special Senate Election

January 2010

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117 Reads

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12 Citations

American Economic Journal Economic Policy

President Obama's health insurance reform efforts, as embodied in the bills passed by the House and Senate in late 2009 and signed into law in March of 2010, have been described both as a boon and a death blow for private insurance industries. Using stock-price data on health care firms in the S&P health index, we exploit Republican Scott Brown's surprise victory in the Massachusetts Special Senate election to fill the seat of the late Ted Kennedy, which stripped Democrats of the 60-vote majority needed to pass the bill in the Senate, to evaluate the market's assessment of health reform on the health care industry. We find that the reduced likelihood of Health Reform’s passage after the Brown election led to a significant increase in health industry stocks and average cumulative abnormal returns of 1.2 percent, corresponding to an increase in total market value of approximately 14.5billion.Focusingonmanagedcare(insurance)firms,wefindanaveragecumulativeabnormalreturnof6.5percent(a14.5 billion. Focusing on managed care (insurance) firms, we find an average cumulative abnormal return of 6.5 percent (a 6.7 billion increase in market value), with individual firms’ cumulative abnormal returns ranging from around 5 to 9 percent.


The Impact of Food Price Increases on Caloric Intake in China

December 2008

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117 Reads

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41 Citations

Agricultural Economics

World food prices have increased dramatically in recent years. We use panel data from 2006 to examine the impact of these increases on the consumption and nutrition of poor households in two Chinese provinces. We find that households in Hunan suffered no nutrition declines. Households in Gansu experienced a small decline in calories, though the decline is on par with usual seasonal effects. The overall nutritional impact of the world price increase was small because households were able to substitute to cheaper foods and because the domestic prices of staple foods remained low due to government intervention in grain markets.


Outcome Commitments in Third Party Intervention: Theory and Application to U.S. Policy in Iraq

October 2008

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19 Reads

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2 Citations

SSRN Electronic Journal

This paper presents a model of strategic interaction in which a third party intervenes on behalf of a government in its conflict with insurgents. It examines whether it is better for the intervenor to adopt an input-based strategy (i.e., specify the total resources it will spend) or an outcome-based strategy (i.e., specify the goal that it will achieve), and it shows that outcome- based strategies are better for the intervenor than input-based ones if and only if in the absence of intervention the insurgents are stronger than the government. A system of benchmarks that are tied to the efforts of both parties outperforms both input-based and outcome-based strategies. Lessons from the theory are applied to U.S. strategy in Iraq.


Demanding Customers: Consumerist Patients and Quality of Care

September 2008

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43 Reads

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2 Citations

SSRN Electronic Journal

Consumerism arises when patients acquire and use medical information from sources apart from their physicians, such as the Internet and direct-to-patient advertising. Consumerism has been hailed as a means of improving quality. This need not be the result. Consumerist patients place additional demands on their doctors' time, thus imposing a negative externality on other patients. Our theoretical model has the physician treat both consumerist and ordinary patient under a binding time budget. Relative to a world in which consumerism does not exist, consumerism is never Pareto improving, and in some cases harms both consumerist and ordinary patients. Data from a large national survey of physicians shows that high levels of consumerism are associated with lower perceived quality. Three different measures of quality were employed. The analysis uses instrumental variables to control for the endogeneity of consumerism. A control function approach is employed, since our dependent variable is ordered and categorical, not continuous.


Citations (32)


... Strategic trade policy [1][2][3][4][5][6] is one of the most researched areas of international trade. Governments benefit from trade policy by providing a strategic advantage to their domestic companies and companies compete imperfectly with each other. ...

Reference:

Two-part trade policy in the reciprocal market model
Strategic Trade and Delegated Competition
  • Citing Article
  • January 2003

SSRN Electronic Journal

... Allowing for risk aversion in our case would only strengthen our conclusions. This is because there is evidence that productivity is correlated with risk tolerance (see Miller et al., 2013). In our model it is the high-productivity firms, i.e. the more risk tolerant, which are willing to bear the risk of the costly signal. ...

Solomonic Separation: Risk Decisions as Productivity Indicators
  • Citing Article
  • December 2012

Journal of Risk and Uncertainty

... Section 4 analyzes hospital-physician interactions under the new prospective payment system. Finally, Section 5 concludes and discusses some possible extensions. 2 In a recent paper, Eggleston et al. (2001) provide a theoretical model to study how for-profit, nonprofit, and public providers respond to a prospective payment system in the presence of cost uncertainty. 3 ...

Ownership Structure and Provider Behavior
  • Citing Article

... More generally randomization may be useful whenever risk attitudes are correlated with other individual characteristics that are private information to the agents, but relevant to the government. For instance a random conscription draft with exemptions may select young men with the lowest opportunity costs (Sabin (2008)); a fairy tale king may try to evaluate how much a young prince loves his daughter by putting forward a risky fight against a dragoon, and Solomon may gauge entrepreneurship in the light of a choice involving some exposure to risk (Miller, Wagner, and Zeckauser (2010)). The present paper is concerned with a closely related line of argument developed early on in the context of the principal-agent model by Weiss (1976) and Stiglitz (1982), where randomization alleviates the incentive constraints faced by the regulator. ...

Solomonic Separation: Gauging Preference Intensity Through Risk Taking
  • Citing Article
  • January 2011

... Similarly, in families that continue childbearing to have a son, the birth of an additional girl increases family size. This creates gender inequalities in education due to girls living on average in larger families, which, according to the theory of a quality-quantity trade-off, invest less per child (Jensen 2003). In addition, high birth order children have an educational disadvantage compared to low-birth order children (Behrman and Taubman 1986;Congdon Fors and Lindskog 2023). ...

Equal treatment, unequal outcomes? Generating sex inequality through fertility behavior
  • Citing Article
  • January 2005

Robert Jensen

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John F Kennedy

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Alberto Abadie

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Richard Zeckhauser

... Suppose the seller interacts with an infinite sequence of buyers, indexed by i = 1, 2, .... Initially, the commonly held prior distribution for the seller's type is given by p (t). Let p 1 ¡ t|s 1 ¢ denote the 19 In Johnson et al. (2002), it is shown that a lower truncation of the logarithmic score can be used to induce nearly truthful revelation. 20 Hanson (2002) applies a scoring-rule based approach in a model in which a number of experts are sequentially asked their belief about the distribution of a random event, the realization of which is revealed after all experts have reported. ...

Efficient Design with Interdependent Valuations and an Informed Center
  • Citing Article
  • June 2002

SSRN Electronic Journal

... It remains to be determined if other ways of eliciting subjective values (e.g. Jensen and Miller, 2010) would lead to similar results. We think so, as the analysis of trials with identical item pairs (Figure 3) and the difference between forward and backward Reval ( Figure 7A) are inconsistent with the notion that values are static, regardless of their precise value. ...

A Revealed Preference Approach to Measuring Hunger and Undernutrition
  • Citing Article
  • November 2010

... Finally, while our analysis has found no significant association between online health information seeking and demand for physician services, it has considered only one type of health service. It is possible that health information affects differently other types of health care services, such as those specific to mental health, and other aspects such as duration and time efficiency of physician visits [48,49]. Of particular importance is whether health information helps patients to choose appropriate types and levels of health care. ...

Demanding Customers: Consumerist Patients and Quality of Care

The B.E. Journal of Economic Analysis & Policy

... L. Leroy (2009) memang menyimpulkan bahwa ketika program CCT dilengkapi dengan pemberian program bantuan pangan (in-kind transfer) terfortifikasi dan juga suplementasi mikronutrien, seperti di negara Mexico dan Nicaragua maka akan memberikan pengaruh yang signfikan terhadap pertumbuhan anak khususnya balita usia 0-24 bulan. Namun, ketika program tersebut bersifat unconditional seperti RASKIN maka tidak terdapat batasan pada penggunaan sumber daya yang dihasilkan dari income effect program tersebut (Jensen and Miller, 2011). Penelitian Dartanto et al. (2021) menyebutkan rumah tangga yang menerima program bantuan RASKIN menyebabkan terjadinya peningkatan konsumsi rokok pada masyarakat dengan status ekonomi 40% terbawah. ...

Do Consumer Price Subsidies Really Improve Nutrition?
  • Citing Article
  • November 2011

Review of Economics and Statistics

... The paper's results show that in sequential environments it is possible to implement efficiency even in settings that require both the allocation and transfers to depend only on agents' signals. Johnson et al. (2007) show that in static environments if the agents' signals are correlated and satisfy a stochastic relevance condition then efficient Bayesian implementation is (approximately) possible. The paper's results show that in sequential environments it is possible to implement efficiency even when the buyer's information is independent of any other source of information that may be available for the seller. ...

Mechanism design with multidimensional, continuous types and interdependent valuations
  • Citing Article
  • February 2007

Journal of Economic Theory