Knowledge that Transforms

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The Industrial Organization of Online Education

American Economic Review 2014 104(5), 519-522
Online education has flexibility and cost advantages over in-class teaching and these advantages will grow with improvements in information technology. We consider likely market structures given that the quality aspects of online education exhibit endogenous fixed costs. Concentration in the market for courses could be high, as it is currently in the market for textbooks. The not-for-profit sector will exhibit lower costs, lower concentration, and possibly zero price.

Does Money Illusion Matter?: Comment

American Economic Review 2014 104(3), 1047-1062 open access
This paper experimentally investigates whether money illusion generates substantial nominal inertia. Building on the design of Fehr and Tyran (2001), we find no evidence that agents choose high nominal payoffs over high real payoffs. However, participants do select prices associated with high nominal payoffs within a set of maximum real payoffs as a heuristic to simplify their decision task. The cognitive challenge of this task explains the majority of the magnitude of nominal inertia; money illusion exerts only a second-order effect. The duration of nominal inertia depends primarily on participants' best response functions, not the prevalence of money illusion.

Aligned Delegation

American Economic Review 2014 104(1), 66-83
A principal delegates multiple decisions to an agent, who has private information relevant to each decision. The principal is uncertain about the agent's preferences. I solve for max-min optimal mechanisms—those which maximize the principal's payoff against the worst case agent preference types. These mechanisms are characterized by a property I call “aligned delegation”: all agent types play identically, as if they shared the principal's preferences. Max-min optimal mechanisms may take the simple forms of ranking mechanisms, budgets, or sequential quotas.

Rational Attention and Adaptive Coding: A Puzzle and a Solution

American Economic Review 2014 104(5), 507-513 open access
Adaptive Coding is the property of the brain to adjust its response to statistical properties of the environment. Its effect is an improved discrimination among signals under the constraints on the dynamic range of its response. It can thus be considered the neural correspondent of Rational Attention, which models how a rational decisionmaker allocates attention among different informative signals. There is strong evidence of existence of widespread adaptive coding. Adaptive coding introduces a dependence of choice from the environment which is not observed in behavior. We discuss potential solutions and propose Hebbian learning as a potentially satisfactory answer.

Income and Democracy: Comment

American Economic Review 2014 104(2), 707-719
Acemoglu et al. (2008) document that the correlation between income per capita and democracy disappears when including time and country fixed effects. While their results are robust for the full sample, we find evidence for significant but heterogeneous effects of income on democracy: negative for former colonies, but positive for non-colonies. Within the sample of colonies we detect heterogeneous effects related to colonial history and early institutions. The zero mean effect estimated by Acemoglu et al. (2008) is consistent with effects of opposite signs in the different subsamples. Our findings are robust to the use of alternative data and estimation techniques.

Tenure, Experience, Human Capital, and Wages: A Tractable Equilibrium Search Model of Wage Dynamics

American Economic Review 2014 104(6), 1551-1596 open access
We develop and estimate an equilibrium job search model of worker careers, allowing for human capital accumulation, employer heterogeneity, and individual-level shocks. Wage growth is decomposed into contributions of human capital and job search, within and between jobs. Human capital accumulation is largest for highly educated workers. The contribution from job search to wage growth, both within and between jobs, declines over the first ten years of a career—the “job-shopping” phase of a working life—after which workers settle into high-quality jobs using outside offers to generate gradual wage increases, thus reaping the benefits from competition between employers.

Behavioral Implementation

American Economic Review 2014 104(10), 2975-3002 open access
Implementation theory assumes that participants' choices are rational, in the sense of being consistent with the maximization of a context-independent preference. The paper investigates implementation under complete information when individuals' choices need not be rational.

Private Equity Premium Puzzle Revisited

American Economic Review 2014 104(10), 3297-3334
This paper revisits the results of Moskowitz and Vissing-Jørgensen (2002) on returns to entrepreneurial investments in the United States. Following the authors' methodology and new data from the Survey of Consumer Finances, I find that the “private equity premium puzzle” does not survive the period of high public equity returns in the 1990s. The difference between private and public equity returns is positive and large period-by-period between 1999 and 2007. Whereas in the 2008–2010 period, overlapping with the Great Recession, public and private equities performances are substantially closer. I validate these results in the aggregate data going back to the 1960s.

Patent Laws, Product Life-Cycle Lengths, and Multinational Activity

American Economic Review 2014 104(7), 1979-2013
Do intellectual property rights influence multinationals' manufacturing location decisions? My theoretical model indicates that countries with strong patent laws attract multinational activity, but only in sectors with relatively long product life cycles. By contrast, firms with short life-cycle technologies are insensitive, because offshore imitation is less likely to succeed before obsolescence. I document strong empirical regularities consistent with the model using a panel dataset on the global operations of US-based multinational firms and a new measure of product obsolescence. Moreover, my identification strategy allows me to isolate the causal effect of patent laws on multinational activity.

Consumption Inequality over the Last Half Century: Some Evidence Using the New PSID Consumption Measure

American Economic Review 2014 104(5), 122-126
This paper contributes to the debate regarding trends in consumption inequality in the United States. We present a new measure of consumption inequality based on the redesigned 1999-2011 PSID. We impute consumption to the families observed before 1999 using the more comprehensive consumption data available from 1999 onward. One advantage of this procedure is in sample verification of the quality of the imputation procedure; another is that it yields a long time series (1967-2010). Consumption inequality was stable in the 1970s, as was income inequality. It increased significantly after 1980. The Great Recession was associated with a decline in consumption inequality.