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Measuring the Response of Macroeconomic Uncertainty to Shocks

The Review of Economics and Statistics 2005 87(2), 362-370 open access
Recent research documents the importance of uncertainty in determining macroeconomic outcomes, but little is known about the transmission of uncertainty across such outcomes. This paper examines the response of uncertainty about inflation and output growth to shocks documenting statistically significant size and sign bias and spillover effects. Uncertainty about inflation is a determinant of output uncertainty, whereas higher growth volatility tends to raise inflation volatility. Both inflation and growth volatility respond asymmetrically to positive and negative shocks. Negative growth and inflation shocks lead to higher and more persistent uncertainty than shocks of equal magnitude but opposite sign.

Extensive or Intensive Generosity? The Price and Income Effects of Federal Grants

The Review of Economics and Statistics 2005 87(2), 371-384
Knowing the responsiveness of state spending to federal subsidies along different dimensions allows for the optimal design of joint federal-state programs. Welfare is an important case in point: states have the ability to choose both the extent of welfare eligibility and the intensity of benefits provided through the program. This paper estimates the sensitivity of state spending to separate federal subsidies for increasing benefits and for increasing recipients. Because the federal match rate schedule changed several times during the early years that I study, I am able to estimate elasticities in a way that is not biased by the endogenous relationship between income, spending, and federal contributions. I find that state behavior is quite sensitive to these federal subsidies (and much more sensitive than a simple OLS regression would imply). A 10% increase in the cost of benefits causes a 3.8% decrease in benefit amounts, whereas a 10% increase in the cost of recipients causes a 2.8% decrease in the number of recipients. Cross price elasticities are positive, implying a substitutability of extensive for intensive generosity and making an analysis of total spending without such a decomposition misleading. States appear sensitive to their neighbors' benefit levels, and may also use nonincome recipiency requirements to adjust to changes in prices. These results suggest that the federal government has untapped policy instruments at its disposal to affect the nature of welfare spending.

Nonstationarities in Stock Returns

The Review of Economics and Statistics 2005 87(3), 503-522
The paper outlines a methodology for analyzing daily stock returns that relinquishes the assumption of global stationarity. Giving up this common working hypothesis reflects our belief that fundamental features of the financial markets are continuously and significantly changing. Our approach approximates the nonstationary data locally by stationary models. The methodology is applied to the S&P 500 series of returns covering a period of over seventy years of market activity. We find most of the dynamics of this time series to be concentrated in shifts of the unconditional variance. The forecasts based on our nonstationary unconditional modeling were found to be superior to those obtained in a stationary long-memory framework and to those based on a stationary Garch(1, 1) data-generating process.

Determinants of India's Software Exports and Goods Exports

The Review of Economics and Statistics 2005 87(4), 776-780
Recent export experience of some large, emerging economies has raised important questions about the trade determinants of the modern-services-driven sectors and the goods-production-driven sectors. In our empirical analysis of the determinants of Indian exports of software services and of the total Indian goods exports, we raise the following questions: How (dis)similar is the performance of the Indian exports of software from the determinants of India's total exports of goods? Are such differences significant? Is the pattern of the performance of the determinants stable over time? Our findings concerning the effects of size, distance, linguistic connections, and trade-facilitating networks enable us to make some important inferences of policy relevance.

Does Social Capital Promote Industrialization? Evidence from a Rapid Industrializer

The Review of Economics and Statistics 2005 87(4), 754-762
A new stylized fact in development economics is the importance of social capital in promoting economic growth. This paper examines the effect of social capital on industrialization in Indonesia. We analyze a rich set of social capital and social interaction measures, including voluntary associational activity and levels of trust and informal cooperation. The main finding is that initial social capital does not predict subsequent industrial development across 274 Indonesian districts. Though these findings are for only a single nation and may not apply everywhere, they call into question recent claims regarding social capital and economic development.

Welfare to Temporary Work: Implications for Labor Market Outcomes

The Review of Economics and Statistics 2005 87(1), 154-173
We explore the effects of temporary help employment on welfare recipients' subsequent employment and welfare dynamics. We find that any employment—in temporary help services or other sectors—yields substantial benefits compared to no employment. Although welfare recipients who go to work for temporary help service firms have lower initial wages than those with jobs in other sectors, they experience faster subsequent wage growth. Two years later, they are no less likely to be employed, their wages are close to those of other workers, and they are only slightly more likely to remain on welfare.

The Rationality of Retirement Expectations and the Role of New Information

The Review of Economics and Statistics 2005 87(3), 587-592
This paper tests the rationality of retirement expectations, controlling for sample selection and reporting biases. We find that retirement expectations in the Health and Retirement Study are consistent with the rational expectations hypothesis. We also analyze how new information affects the evolution of retirement expectations and discover that, on average, individuals correctly anticipate most uncertain events when planning their retirement, except for some health shocks, the need for additional private health coverage, and the probability of a job change. Our results support a wide variety of models in economics that assume rational behavior.

Marginal Stockholder Tax Effects and Ex-Dividend-Day Price Behavior: Evidence From Taxable Versus Nontaxable Closed-End Funds

The Review of Economics and Statistics 2005 87(3), 579-586
Almost all research on the movement of stock prices on ex-dividend days has found that prices decline by less than the dividend. Though this is consistent with tax effects, several papers have argued that this phenomenon could be caused by market microstructure effects. In this paper we make use of a natural experiment that provides support for the tax explanations of ex-dividend behavior. Some closed-end funds have taxable, and some have nontaxable, dividend distributions. Both types are subject to taxes on capital gains. The implication of this for ex-dividendday price behavior is very different between these two types of funds if taxes matter. This paper demonstrates that the direction of ex-dividendday price behavior is consistent with a tax explanation and that ex-dividend-day price behavior changes, as theory would suggest, with changes in the tax law.

Slavery and the Intergenerational Transmission of Human Capital

The Review of Economics and Statistics 2005 87(2), 217-234
How much do sins visited upon one generation harm that generation's future sons, daughters, grandsons, and granddaughters? I study this question by comparing outcomes for former slaves and their children and grandchildren to outcomes for free blacks (pre-1865) and their children and grandchildren. The outcome measures include literacy, whether a child attends school, months spent in school, years of schooling, and two measures of adult occupation. Using a variety of different comparisons (for example, within versus across regions) I find that it took roughly two generations for the descendants of slaves to catch up to the descendants of free black men and women, for those outcomes that I observe. In other words, by 1920 the remaining legacy of slavery is such that all blacks are affected equally, not just the actual descendants of slaves. There is some evidence that this convergence was facilitated by intermarriage among slave and free families. The finding of convergence is consistent with modern estimates and interpretations of father-son correlations in income and socioeconomic status. The data used are from the 1880, 1900, 1920, and 1940 1% IPUMS samples, and a 100% sample of the 1880 Census.

Exchange Rate Pass-Through into Import Prices

The Review of Economics and Statistics 2005 87(4), 679-690 open access
We provide cross-country and time series evidence on the extent of exchange rate pass-through into the import prices of 23 OECD countries. We find compelling evidence of partial pass-through in the short run, especially within manufacturing industries. Over the long run, producer-currency pricing is more prevalent for many types of imported goods. Countries with higher rates of exchange rate volatility have higher pass-through elasticities, although macroeconomic variables have played a minor role in the evolution of pass-through elasticities over time. Far more important for pass-through changes in these countries have been the dramatic shifts in the composition of country import bundles.