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Spatial Dynamics and Heterogeneity in the Cyclicality of Real Wages

The Review of Economics and Statistics 1999 81(2), 227-236
Neither the issue of how local and aggregate labor markets interact over time-nor the issue of how heterogeneity by education, race, and other factors interacts with these spatial dynamics-has previously been explored in the literature on the cyclicality of real wages. This study investigates how real wages respond to local and aggregate unemployment rates over time, and explores possible heterogeneities in the responses. Results, based upon data from the Panel Study of Income Dynamics, indicate that real wages move procyclically with both aggregate and local markets, but that the response to local changes occurs with a lag; that rates of return to education are procyclical overall for aggregate labor markets, but tend to be countercyclical for blacks; and that wages of union, manufacturing, blue-collar, and black workers tend to be less procyclical, even countercyclical for black college graduates. Overall, we find substantial spatial dynamics and heterogeneity in the cyclicality of real wages.

On Policies to Reward the Value Added by Educators

The Review of Economics and Statistics 1999 81(4), 720-727
One current educational reform seeks to reward the “value added” by teachers and schools based on the average change in pupil test scores over time. In this paper, we outline the conditions under which the average change in scores is sufficient to rank schools in terms of value added. A key condition is that socioeconomic outcomes be a linear function of test scores. Absent this condition, one can still derive the optimal value-added policy if one knows the relationship between test scores and socioeconomic outcomes, and the distribution of test scores both before and after the intervention.Using the National Longitudinal Survey of Youth, we find a nonlinear relationship between test scores and one important outcome: log wages. We find no consistent pattern in the curvature of log wage returns to test scores (whether percentiles, scaled, or raw scores). This implies that, used alone, the average gain in test scores is an inadequate measure of school performance and current value-added methodology may misdirect school resources.

Bootstrap Variance Estimation of Nonlinear Functions of Parameters: An Application to Long-Run Elasticities of Energy Demand

The Review of Economics and Statistics 1999 81(4), 728-733
In many practical applications, one is interested in obtaining confidence intervals for nonlinear functions of the parameters. This paper considers the following different methods: Fieller's method, Taylor's series expansion, and bootstrap methods. Compared to some of the earlier results in the empirical studies that are against the application of bootstrap, our results suggest a different conclusion in favor of the bootstrap methods.

Hedging Winner's Curse with Multiple Bids: Evidence from the Portuguese Treasury Bill Auction

The Review of Economics and Statistics 1999 81(3), 448-465
Auctions of government securities typically permit bidders to enter multiple price-quantity bids. Despite the widespread adoption of this institutional feature and its use by bidders, the motivations behind its use and its effects on auction outcomes are not well understood theoretically and have been little explored empirically. This paper proposes that bidders use multiple bids to adjust for winner's curse: By spreading her bids, a bidder aligns her outcome more closely to the aggregate outcome of the auction. This hypothesis is tested using bidding data from treasury bill auctions in Portugal. I find that, ceteris paribus, a bidder submits a greater number of bids and disperses prices on these bids more widely when there is a greater potential for winner's curse. In particular, both these measures of bid-spreading increase with the volatility of market interest rates and the expected number of participating well-informed bidders.

Measuring Business Cycles: Approximate Band-Pass Filters for Economic Time Series

The Review of Economics and Statistics 1999 81(4), 575-593 open access
Band-pass filters are useful in a wide range of economic contexts. This paper develops a set of approximate band-pass filters and illustrates their application to measuring the business-cycle component of macroeconomic activity. Detailed comparisons are made with several alternative filters commonly used for extracting business-cycle components.

High-Yield Bond Default and Call Risks

The Review of Economics and Statistics 1999 81(3), 409-419
This paper empirically investigates high-yield bond default and call behavior using a competing risks hazard model that simultaneously estimates the impact of bond age, issue-specific characteristics and business conditions on both events. Results reveal nonmonotonic aging effects: default rates increase and then drop while call rates first increase and then level off. Rating and coupon size affect default risk, while maturity and issue size impact only call rates. Defaults are more likely when economic conditions have worsened and no improvement is anticipated. Calls are more likely when interest rates have decreased but are expected to rise.

Transition Models with Measurement Errors

The Review of Economics and Statistics 1999 81(3), 466-474
In this paper, we estimate a transition model that allows for measurement errors in the data. The measurement errors arise because the survey design is partly retrospective, so that individuals sometimes forget or misclassify their past labor market transitions. The observed data are adjusted for errors via a measurement-error mechanism. The parameters of the distribution of the true data, and those of the measurement-error mechanism are estimated by a two-stage method. The results, based on the 1990-1992 French labor force survey, show that neglecting measurement errors leads to an underestimation of the average durations spent in labor market states. The estimates of some important transition probabilities between states are also biased by the measurement errors.

Estimating the Effect of Racial Discrimination on First Job Wage Offers

The Review of Economics and Statistics 1999 81(3), 384-392
In this paper we develop and implement a method for bounding the extent to which labor market discrimination can account for racial wage differentials. The method is based on a two-sided, search-matching model that formally accounts for unobserved heterogeneity and unobserved offered wages. We find that racial differences in offered wages are proportionately twice (three times) as large as racial differences in accepted wages for high-school dropouts (high-school graduates). The results indicate that discrimination could account for the entire racial wage-offer differential for high-school dropouts and for high-school graduates, i.e., the bound on the extent of discrimination is not informative.

A New Look at Firm Market Value, Investment, and Adjustment Costs

The Review of Economics and Statistics 1999 81(2), 250-260
We demonstrate that the conventional practice of running firm investment regressions on beginning-of-period average Q cannot recover structural parameters related to adjustment costs. We propose two new methods of estimating these structural parameters by using financial market information (average Q's). We find that the sensitivity of investment to Q is more than ten times higher than estimated in conventional Q regressions. Furthermore, a firm's investment rate is more responsive to expected future Q the higher the level of this Q; i.e., investment is a convex function of fundamentals. The cost of installing new capital is estimated to be approximately 10% to 13% of the total investment cost (including purchase) at usual rates of investment.

Evidence on the Employer Size-Wage Premium from Worker-Establishment Matched Data

The Review of Economics and Statistics 1999 81(1), 15-26 open access
In spite of the large and growing importance of the employer size-wage premium, previous attempts to account for this premium using observable worker or employer characteristics have had limited success. The problem is that, while most theoretical explanations for the size-wage premium are based on the matching of employers and employees, previous empirical work has relied on either worker surveys with little information about the employer, or establishment surveys with little information about the workers. In contrast, this study uses the newly created Worker-Establishment Characteristic Database, which contains linked employer-employee data for a large sample of U.S. manufacturing workers and establishments, to examine seven explanations for the employer size-wage premium. A number of the explanations can account for some of the observed cross-sectional variation in worker wages. However, none of the explanations can fully account for the employer size-wage premium. In the end there remains a large, significant, and unexplained premium paid to workers of large employers.