Productivity and Earnings
1. The Self-Sufficiency Project: Human Capital and Search
The Self-Sufficiency Project (SSP) was a large social experiment in British Columbia and New Brunswick designed to study the effects of providing cash payments for work rather than welfare for individuals on income assistance for an extended period of time. Audra Bowlus, Lance Lochner, Masashi Miyairi, and Chris Robinson use data from the experiment to estimate a lifecycle model in which individuals can improve their wages through human capital accumulation and job search. They then use estimates of their model to explore the effects of changing various parameters of the SSP (e.g. cash payment amount, required period on income assistance to qualify for cash payments).
2. Returns to Schooling
Economists have been estimating the return to human capital in the labor market for decades. James J. Heckman, Lance Lochner, and Petra Todd estimate the internal rate of return to different schooling levels in the U.S. from 1950-2000. Unlike most studies which simply estimate Mincer rates of return, their estimates account for a general relationship between schooling, experience and earnings. They also account for taxes on labor earnings as well as tuition costs associated with post-secondary school.
Related Publications and Working Papers:
Heckman, James J., Lance Lochner and Petra Todd, "Earnings Functions and Rates of Return," Journal of Human Capital, 2(1), Spring 2008: 1-31.
Heckman, James J., Lance Lochner and Petra Todd, "Earnings Functions, Rates of Return, and Treatment Effects: The Mincer Equation and Beyond," in E. Hanushek and F. Welch (eds.), Handbook of the Economics of Education, Vol. 1, Chapter 7, Amsterdam: Elsevier Science, 2006.
Press References:
"Editorial shorts: Midwest needs bigger share of R&D dollars," StarTribune.com, July 7, 2008.
3. Human Capital Prices, Productivity and Growth
This line of research examines the role of human capital accumulation via education and on-the-job training in the determination of a country’s productivity level and growth. It aims to separately identify the prices and quantities of human capital stocks for different education groups over time while allowing for technological innovation in the production of human capital and changes in education choices made by individuals. Audra Bowlus and Chris Robinson study the accumulation of human capital over the life cycle, the role of technological innovation in the determination of the return to post-secondary education, and the importance of the growth in human capital stocks to growth in GDP. They also conduct Canada-U.S. comparisons and find that increased human capital production is an important determinant of growth in both countries and that it more than accounts for the rise in total factor productivity estimates over the period studied. Furthermore, human capital stocks per capita are higher in the U.S. than Canada due to more individuals choosing higher levels of education as well as the U.S. education system generating a higher output of human capital for each education level.
Related Publications and Working Papers:
Audra J. Bowlus and Chris Robinson, "Human Capital Prices, Productivity and Growth" (CIBC Working Paper #2010-4), 2010.
Bowlus, Audra, and Chris Robinson, "Human Capital Prices, Productivity and Growth." Second Revision, American Economic Review (CIBC Working Paper #2008-5), 2005.
Bowlus, Audra, Haoming Liu, and Chris Robinson, "Human Capital, Productivity and Growth" (CIBC Working Paper #2005-2), 2005.
Bowlus, Audra, and Chris Robinson, "The Contribution of Post-Secondary Education to Human Capital Stocks in Canada and the United States" (CIBC Working Paper #2005-1), 2005.
4. Human Capital and Displaced Workers
Modern economies have a substantial amount of labour mobility as industries grow and decline and labour is reallocated across sectors. There is great concern for the consequences of this mobility for displaced workers, especially in terms of wages. This work relates the consequences for displaced workers to the specificity of human capital and how transferable it is across occupations. It develops a method of comparing occupation switches in terms of their closeness with respect to the underlying human capital or skills. It shows that many different occupations are quite close together in terms of the underlying skills and that workers avoid large wage losses by making moves between close occupations.
Related Publications and Working Papers:
Poletaev, Maxim, and Chris Robinson, "Human Capital Specificity: Evidence from the Dictionary of Occupation Titles and Displaced Worker Surveys 1984-2000." (JOLE 2008, Lewis Prize).
Poletaev, Maxim, and Chris Robinson, "Human Capital Specificity: Direct and Indirect Evidence from Canadian and US Panels and Displaced Worker Surveys" (CIBC Working Paper #2004-2), 2004.
Press References:
Interview: Chris Robinson on CBC Radio Canada International, April 18, 2012.
5. Human Capital, Occupation Mobility and Occupation Distance
This work develops further the measures of occupation distance and underlying skill sets used in the earlier work for displaced workers and compares involuntary and voluntary occupational mobility. It shows the usefulness of occupation distance measures and underlying skill portfolios in understanding the differences between involuntary and voluntary mobility. The median distance in voluntary and involuntary mobility is quite similar, but the direction is very different. The involuntary mobility is generally a downward move, while voluntary mobility shows more experimentation in the form of horizontal moves and more career paths in the form of upward moves. These new measures will contribute to a better understanding of earnings over the lifecycle, and why some workers do better than others. The Canada-US comparison will shed light on differences in mobility and labour market adjustment in the two countries.
Related Publications and Working Papers:
Robinson, Chris, "Occupational Mobility, Occupation Distance and Basic Skills: Evidence from Job-based Skill Measures." Working Paper, 2010.
Robinson, Chris, "Voluntary and Involuntary Mobility Across Occupations and Skill Portfolios." Working paper, 2010.
6. Immigration, Human Capital, and Public Policy
Skilled immigrants provide an important source of human capital growth for countries like Canada and the United States. The traditional view of international migration was that it typically represents a permanent decision. More recently there is evidence that international migration is more like internal migration, where moves are not typically considered permanent. Especially for skilled workers, there is increasing global competition in a global labour market. This work provides evidence from immigrants to Canada since the early 1980s that those admitted under the skilled worker or business visa class are highly mobile. The estimates suggest that one third of those that land in Canada will leave again, most within the first five years. This suggests that immigration policy needs to balance priorities between attracting immigrants and retaining them. Retention will become increasingly important if Canada is to get the full benefit of recruiting skilled workers.
Related Publications and Working Papers:
Aydemir, Abdurrahman, and Chris Robinson, "Global Labour Markets, Return and Onward Migration," Canadian Journal of Economics, 41(4), 2008.
Press References:
"Fewer jobs for skilled immigrants, Six out of 10 leave Canada within a year of arriving: federal study," Carmela Fragomeni, The Hamilton Spectator, March 2, 2006.
"Many skilled immigrants aren't staying; Report details newcomer 'brain drain' 1 in 6 males leaves Canada in first year," Nicholas Keung, Toronto Star, March 2, 2006.
7. Lifetime Labor Income Inequality Over Time and Across Countries
Because individuals are subject to shocks that make them change positions within earnings distributions over time, cross-sectional survey data only offers an incomplete picture of earnings inequality across countries or across different groups within the same country. In order to account for such sources of instability as unemployment risk and, more generally, earnings mobility, it is essential to consider long-run measures of earnings inequality. This research develops methodologies that allow for the construction of lifetime labor income values and subsequent lifetime inequality measures using relatively short panel data sets. Using these methodologies the authors show that the large increase in cross-section earnings inequality in the U.S. over the 1980s and 1990s was not offset by an increase in mobility, rather lifetime earnings inequality rose as well. Conducting cross-country comparisons they show that North American style economies (U.S., Canada, and the UK) have relatively similar levels of lifetime inequality as central European economies such as France and Germany despite having much higher cross-section earnings inequality. In essence, the high degree of mobility in the U.S., Canada and the UK helps offset the higher cross-section inequality resulting in reduced levels of lifetime earnings inequality.
Related Publications and Working Papers:
Bowlus, Audra J. and Jean-Marc Robin, "An International Comparison of Lifetime Inequality: How Continental Europe Resembles North America," Journal of the European Economic Association, forthcoming.
Bowlus, Audra J. and Jean-Marc Robin, "Twenty Years of Rising Inequality in U.S. Lifetime Labour Income Values," Review of Economic Studies 71 (3), 2004, 709-742.
8. Uncertainty and the Specificity of Human Capital
Differences in uncertainty faced by workers and firms should affect the demand for general vs. specific human capital. While general human capital may be less productive, it can easily be reallocated across firms. Accordingly, the fraction of individuals with specific human capital will depend on the amount of uncertainty in the economy. Martin Gervais, Igor Livshits, and Cesaire Meh develop a framework for analyzing this issue. Their framework predicts that while economies with more specific human capital tend to be more productive, they also tend to be more vulnerable to turbulence. This helps shed some light on the experience of Japan, where human capital is notoriously specific: while Japan benefited from this predominately specific labor force in tranquil times, this specificity may also have been at the heart of its prolonged stagnation.
Related Publications and Working Papers:
Gervais, Martin, Igor Livshits, and Cesaire Meh, "Uncertainty and the Specificity of Human Capital," Journal of Economic Theory, 2008, 143, 469-498.
Gervais, Martin, and Igor Livshits, "Uncertainty, Specificity and Institutions," Working Paper, 2010.
9. Productivity Co-Movements Across Sectors
Timothy Conley and Bill Dupor develop a spatial econometric method for characterizing productivity co-movement across sectors of the U.S. economy. Input- utput relations provide an economic distance measure that is used to characterize interactions between sectors, as well as conduct estimation and inference. The model implies that covariance in productivity growth across sectors is a function of economic distance. Using two different economic distance measures, Conley and Dupor find that (1) positive cross-sector covariance of productivity growth generates a substantial fraction of the variance in aggregate productivity, (2) cross-sector productivity covariance tends to be greatest between sectors with similar input relations, and (3) there are constant to modest increasing returns to scale. They test and reject the hypothesis that these correlations are due to a common shock.
Related Publications and Working Papers:
Conley, Timothy, and Dupor, Bill D., "A Spatial Analysis of Sectoral Complementarity." Journal of Political Economy, 111(2), 2003: 311-52.
10. Productivity Heterogeneity and its Effects
A large literature has generated several stylized facts about heterogeneity of productivity at the firm level. Among these is the general understanding that even narrowly defined industries exhibit "massive" unexplained productivity dispersion, and that productivity is closely related to other dimensions of firm-level heterogeneity, such as importing, exporting, wages, etc. Most of this evidence is based on value-added models of production. Gandhi, Navarro and Rivers develop a new identification strategy for production functions based on a transformation of the firm's short-run first order condition that solves this problem. This work further shows that the standard use of value-added production functions generally leads to biased measures of productivity. Applying the new approach of Gandhi, Navarro and Rivers to plant-level data from Colombia and Chile produces fundamentally different patterns of productivity heterogeneity when compared with the biased estimates obtained from standard value-added specifications – productivity differences are orders of magnitude smaller and sometimes even change sign when using the new approach. Furthermore, value-added specifications mis-measure in an economically significant way the productivity premium of firms that export, firms that import, firms that advertise, and higher wage firms.
Related Publications and Working Papers:
Gandhi, Amit, Salvador Navarro and David Rivers, "Identification of Production Functions and Value-Added Bias: How Heterogeneous is Productivity?" Working Paper, 2011.
Also from this web page:
News and Noteworthy
- Chris Robinson discusses the transferability of skills for laid-off workers on CBC Radio Canada International.
- Todd Stinebrickner discusses post-secondary dropouts in a recent Globe and Mail article.
- Todd Stinebrickner discusses post-secondary dropout on "The Live Drive with John Tory", NEWSTALK 1010.
- Check out Terry Sicular's new book Rising Inequality in China: Challenge to a Harmonious Society
- Terry Sicular discusses savings and housing in China in the Globe and Mail.
- A recent article in The Economist discusses Terry Sicular's estimates of inequality in China.
- Lance Lochner discusses the effects of education on crime, health, and democracy with Doug Henwood on "Behind the News".
- Terry Sicular receives the prestigious Chinese Zhang Peigang Award for Outstanding Achivement in Development Economics for her recent book, Research on the Distribution of Income in China III.
Upcoming Events
- MSU/UM/UWO Labor Day Conference, University of Michigan, May 9, 2012
Recent Events
- Seminar: Numeracy and Brain Development in Children, Daniel Ansari, (Western, March 23, 2012)
- Conference on Financing Human Capital Investment (Chicago, IL, January 5, 2012)
- CIBC Centre Researchers met with Annette Ryan (Chief Economist and Dir. Gen., Economic Research and Policy Analysis Branch, Industry Canada) regarding a new Research Network on Canadian Productivity (October 11, 2011)
- CIBC Centre Researchers met with Bob Hamilton (Senior Assoc. Secretary, Treasury Board of Canada) regarding the Canada - US Regulatory Cooperation Council (August 15, 2011)
- Workshop on Labour Markets in China and North America (August 18, 2011)
- UM-MSU-UWO Labor Day Conference (May 18, 2011)

