Macroeconomic Shocks and Local Labor Market Outcomes in the Short and Long Run


Book Description

This dissertation analyzes how local labor markets respond to macroeconomic shocks, such as changes in the global price of commodities or international migration flows, based on their predetermined characteristics. I further investigate how short-run elasticities of employment, population and earnings to such economic shocks differ from the long-run ones. Last, I analyze which econometrics methods are best suited to estimate such responses over time. Chapter 1 analyzes how resource-rich local labor markets adjust to large swings in the global price of natural resources. I provide a novel dynamic analysis of the consequences of natural resource price cycles by measuring the economic performance of oil-rich areas in the U.S. over three decades (1970-2000). I find that the consequences of booms are different from the consequences of busts. Oil-rich economies adjust quickly to the new long-run equilibrium during booms by increasing local employment, nominal wages and income from capital. Migration responses are limited, which is consistent with the small real wage gains that occur because of contemporaneous large increases in local prices. The negative impact of a bust is borne locally through higher nonemployment and exacerbated by a large reduction in human capital investments observed during the preceding boom. The adverse long-run effects of boom-bust cycles mainly depress the lower end of the income distribution. Chapter 2, joint with Giovanni Peri, analyzes important correlations between immigration and labor market outcomes of native workers in the US. Using data on local labor markets, states and regions we first look at simple correlations and then we use regression analysis with an increasing number of controls for observed and unobserved factors. We review the potential methods to separate the part of this correlation that captures the causal link from immigrants to native labor outcomes and we show estimates obtained with 2SLS method using the popular shift-share instrument. One fact emerging from all the specifications is that the net growth of immigrant labor has a zero to positive correlation with changes in native wages and native employment, in aggregate and by skill group. We review the literature on the channels and the mechanisms that allow local economies to absorb immigrants with no negative (and possibly positive) impact on the labor demand for natives. Finally, Chapter 3 analyzes the identification of treatment effects delayed in time. Applied economists are increasingly interested in recovering the causal effect of a treatment over time, although the methods they use often ignore that outcomes and regressors may have internal propagation dynamics. Typical applications include geographic unit-by-time panel data in nonexperimental settings, such those analyzed in Chapters 1 and 2. In those contexts the elasticities of labor market outcomes to macro shocks in the short run may differ substantially from those in the long run. This chapter illustrates by means of two simple Monte Carlo simulations that traditional regression methods fail to recover such delayed effects. I find that distributed lags models in panel settings are substantially biased unless under trivial conditions with no internal propagation dynamics in both outcomes and regressors. In contrast, local projections methods perform significantly better. Most importantly, they can easily accommodate Arellano and Bond (1991) instruments thus reducing the bias further even in the presence of lagged dependent variables.




The Dynamic Effects of Local Labor Market Shocks on Small Firms in The United States


Book Description

We use payroll data on over 1 million workers at 80,000 small firms to construct county-month measures of employment, hours, and wages that correct for dynamic changes in sample composition in response to business cycle fluctuations. We use this to estimate the response of small firms' employment, hours and wages following tighter local labor market conditions. We find that employment and hours per worker fall and wages rise. This is consistent with the predictions of the response to a demand shock in the well-known “jobs ladder” model of labor markets. To check this interpretation, we show our results hold when instrumenting for local demand using county-level Department of Defense contract spending. Correction for dynamic sample bias is important -- without it, the hours fall by only one third as much and wages increase by double.




How Effects of Local Labor Demand Shocks Vary with Local Labor Market Conditions


Book Description

This paper estimates how effects of shocks to local labor demand on local labor market outcomes vary with initial local economic conditions. The data are on U.S. metro areas from 1979 to 2011. The paper finds that demand shocks to local job growth have greater effects in reducing local unemployment rates if the local economy is initially depressed than if the local economy is booming. Demand shocks have greater effects on local wage rates if the local unemployment rate is initially low, but lesser effects if local job growth is initially high. These different effects of local demand shocks imply that social benefits of adding jobs are two to three times greater per job in more depressed local labor markets, compared to more booming local labor markets.




The Effect of Labor Market Shocks Across the Life Cycle


Book Description

Adverse economic shocks occur frequently and may cause individuals to reevaluate key life decisions in ways that have lasting consequences for themselves and the broader economy. These life decisions are fundamentally tied to specific periods of an individual's career, and economic shocks may therefore have substantially different impacts on individuals -- and the broader economy -- depending on when they occur. We exploit mass layoffs and establishment closures to examine the impact of adverse shocks across the life cycle on labor market outcomes and major life decisions: human capital investment, mobility, family structure, and retirement. Our results reveal substantial heterogeneity on labor market effects and life decisions in response to economic shocks across the life cycle. Individuals at the beginning of their careers invest in human capital and relocate to new local labor markets, individuals in the middle of their careers reduce fertility and adjust family formation decisions, and individuals at the end of their careers permanently exit the workforce and retire. As a consequence of the differential interactions between economic shocks and life decisions, the very long-term career implications of labor shocks vary considerably depending on when the shock occurs. We also document important heterogeneity across genders and education levels, both with respect to the immediate impact as well as the sum total of all these effects in the very long-term. We conclude that effects of adverse labor shocks are both more varied and more extensive than has previously been recognized, and that focusing on average effects among workers across the life cycle misses a great deal.




Hysteresis in Labor Markets? Evidence from Professional Long-Term Forecasts


Book Description

We explore the long-term impact of economic booms on labor market outcomes using a novel approach based on revisions to professional forecasts over the past 30 years for 34 advanced economies. We find that when employment rises unexpectedly, forecasters typically raise their long-term forecasts of employment by more than one-for-one and also expect a strong rise in labor force participation, suggesting more persistent effects than is traditionally assumed. Economic booms associated with changes in aggregate demand, when inflation is rising and unemployment falling unexpectedly, also come with persistent long-term effects on expected employment and labor force participation, suggesting positive hysteresis. Our forecast evaluation tests indicate that forecasters are, on average, unbiased in their assessment of these positive, persistent effects.




Handbook of Labor Economics


Book Description

A guide to the continually evolving field of labour economics.




Comparative Analysis of Labor Market Outcomes


Book Description

We analyze a 1960-96 panel of OECD countries to explain why the US moved from relatively high to relatively low unemployment over the last three decades. We find that while macroeconomic and demographic shocks and changing labor market institutions explain a modest portion of this change, the interaction of these shocks and labor market institutions is the most important factor explaining the shift in US relative unemployment. Our finding of the central importance of these interactions is consistent with Blanchard and Wolfers (2000). We also show that, controlling for country- and time-specific effects, high employment is associated with low wage levels and high levels of wage inequality. These findings suggest that US relative unemployment has fallen in recent years in part because its more flexible labor market institutions allow shocks to affect real and relative wages to a greater degree than is true in other countries. Disaggregating, we find that the employment of both younger and older people fell sharply in other countries relative to the United States since the 1970s, with much smaller differences in outcomes among the prime-aged. In the late 1990s, the US had lower unemployment than our models predict, suggesting exceptionally favorable recent US experience




Hysteresis and Business Cycles


Book Description

Traditionally, economic growth and business cycles have been treated independently. However, the dependence of GDP levels on its history of shocks, what economists refer to as “hysteresis,” argues for unifying the analysis of growth and cycles. In this paper, we review the recent empirical and theoretical literature that motivate this paradigm shift. The renewed interest in hysteresis has been sparked by the persistence of the Global Financial Crisis and fears of a slow recovery from the Covid-19 crisis. The findings of the recent literature have far-reaching conceptual and policy implications. In recessions, monetary and fiscal policies need to be more active to avoid the permanent scars of a downturn. And in good times, running a high-pressure economy could have permanent positive effects.




Essays on the Transmission of Economic Shocks


Book Description

This thesis explores the transmission of economic shocks. Although the thesis is structured as four stand-alone chapters, the common theme throughout is identifying the impact of economic shocks: either idiosyncratic shocks at the household-level, macroeconomic shocks emanating from foreign countries and transmitted through global markets, or countries' own macroeconomic policy changes (for example, structural reforms or trade reforms). Each chapter applies a different empirical methodology, including structural estimation, reduced form instrumental variables estimation, and growth accounting. Finally, each chapter utilizes a different dataset and country sample selection. While one chapter uses a micro dataset from household-level surveys, others use cross-country datasets at the aggregate country level. Both developed and developing countries are considered in the analyses. The thesis begins by exploring the relationship between idiosyncratic income changes and consumption changes of Australian households over the period 2001-2009. A major contribution to the literature is the use of the Household Income and Labor Dynamics of Australia dataset that includes panels on both consumption and income data. For the entire sample of Australian households, nearly full consumption smoothing exists against transitory shocks. Although less consumption smoothing exists against permanent shocks, Australian households still achieve a high degree of consumption smoothing against highly persistent shocks, particularly when compared to households in the United States. Durable purchases, female labor supply, and taxes and transfers are all found to act as consumption-smoothing mechanisms. The thesis then explores the impact of structural reforms on a comprehensive list of macro-level labor-market outcomes, including the unemployment rate, employment levels, average wage index, and labor force participation rates. After documenting the average trends across countries in the labor-market outcomes up to ten years on either side of each country's reform year, fixed-effects ordinary least squares as well as instrumental variables regressions are performed to account for likely endogeneity of structural reforms to labor-market outcomes. Overall the results suggest that structural reforms lead to positive outcomes for labor, particularly for informal workers. Redistributive effects in favor of workers, along the lines of the Stolper-Samuelson effect, may be at work. The thesis then explores the impact of trade liberalization on macroeconomic estimates of productivity using Brazil as a case study. Trade and economic reforms can affect the price of capital goods relative to other tradable and especially non-tradable goods. If the price of capital investments rises more than the price of all goods and services in the economy, mismeasurement of the price of capital caused by the divergence in these relative prices would result in an overestimated capital stock and underestimated TFP. This chapter overcomes this bias by constructing a capital price index using international trade data on capital goods' unit values then adjusts the index to reflect domestic Brazilian prices. A significant recovery between 1992 and 2006 is observed, highlighting the important role of the price deflator in growth accounting. The final chapter of this thesis proposes a methodology to measure the vulnerability of a country through exports to fluctuations in the economic activity of foreign markets. Export vulnerability depends first on the overall level of export exposure, measured as the share of exports to a foreign market in gross domestic product, and second on the sensitivity of exports to fluctuations in foreign gross domestic product. This sensitivity is captured by estimating origin-destination specific elasticities of exports with respect to changes in foreign gross domestic product using a gravity model of trade. Although the results suggest differences in elasticity estimates across regions as well as product categories, the principal source of international heterogeneity in export vulnerability results from differences in export exposure to global markets.




Local Labor Market Shocks and Family Outcomes


Book Description

While the most often-cited impacts of negative shocks to local labor market shocks are those to individuals' earnings and employment status, the repercussions of economic recession extend beyond these direct labor market effects. My dissertation research explores the effects of local labor market shocks and job displacement on families. Together, the three chapters of my dissertation contribute a better understanding of the overall welfare impacts of business cycle fluctuations. Chapter 1 examines the effect of local labor markets on fertility. To identify exogenous variation in male and female labor demand, I create indices that exploit cross-sectional variation in industry composition, changes in gender-composition within industries, and growth in national industry employment. Consistent with economic theory, I find that improvements in men's labor market conditions are associated with increases in fertility while improvements in women's labor market conditions have the opposite effect. I separately find that increases in unemployment rates are associated with small significant decreases in birth rates. In Chapter 2, I study the effect of business cycles on marriage and divorce rates. I find that increased unemployment is associated with small but significant reductions in both marriages and divorces. The results are robust to replacing general unemployment rates with alternative measures of state economic health, hold for both blacks and whites, and are concentrated among working-aged individuals. Timing analysis suggests that the effect of a shock to the unemployment rate on marriage rates is permanent, while the effect on divorce rates is temporary. In Chapter 3, Ann Stevens and I study the relationship between parental job loss and children's academic achievement using data on job loss and grade retention from the Survey of Income and Program Participation. We find that a parental job loss increases the probability of children's grade retention by 0.8 percentage points, or around 15 percent. After conditioning on child fixed effects, there is no evidence of significantly increased grade retention prior to the job loss, suggesting a causal link between the parental employment shock and children's academic difficulties. These effects are concentrated among children whose parents have a high school education or less.