Human Capital Measurement

OVERVIEW: Most knowledge-intensive organizations recognize that their source of competitive advantage comes from human capital. Yet few reliable metrics exist for measuring its value. A new metric draws on actuarial principles and replacement cost to estimate the expected economic contribution of individuals to an organization. The metric begins with an employee's wages plus benefits and then incorporates a series of additional costs: separation and sourcing costs; job vacancy costs; learning curve opportunity costs; and new hire risk costs. Factors such as employee tenure and age are also considered. The metric has many potential applications, from sizing retention bonuses for individuals to estimating a minimum return on people for an entire business segment.

[1]  John W. Graham,et al.  Stocks and Depreciation of Human Capital: New Evidence from a Present-Value Perspective , 1979 .

[2]  Mark Blaug,et al.  Economics of education , 1966 .

[3]  David Card Estimating the Return to Schooling: Progress on Some Persistent Econometric Problems , 2000 .

[4]  J. Kendrick The formation and stocks of total capital , 1978 .

[5]  Allan Drazen,et al.  Threshold Externalities in Economic Development , 1990 .

[6]  T. Schultz Investment in Man: An Economist's View , 1959, Social Service Review.

[7]  Peter J. Klenow,et al.  Does Schooling Cause Growth , 2000 .

[8]  David Card The Causal Effect of Education on Learning , 1999 .

[9]  John Van Reenen,et al.  The Returns to Education: Macroeconomics , 2003 .

[10]  G. Peri,et al.  Identifying Human Capital Externalities. Theory with Applications , 2006 .

[11]  Robert J. Barro,et al.  Economic Growth in a Cross Section of Countries , 1991 .

[12]  L. Pritchett Where Has All the Education Gone? , 1996 .

[13]  M. Hill,et al.  Nonlinear Multivariate Analysis. , 1990 .

[14]  Burton A. Weisbrod,et al.  The Valuation of Human Capital , 1961, Journal of Political Economy.

[15]  L. Wößmann,et al.  Second thoughts on development accounting , 2002 .

[16]  L. Lau Education and productivity in developing countries : an aggregate production function approach , 1991 .

[17]  Herman Aguinis Regression Analysis for Categorical Moderators , 2003 .

[18]  Marcelo Soto,et al.  Growth and human capital: good data, good results , 2001 .

[19]  M. Spence Competition in Salaries, Credentials, and Signaling Prerequisites for Jobs , 1976 .

[20]  Takahiro Hoshino,et al.  A LATENT VARIABLE MODEL WITH NON-IGNORABLE MISSING DATA , 2005 .

[21]  L. Oxley,et al.  Cost- and Income-based Measures of Human Capital , 2003 .

[22]  Deon Filmer,et al.  What Educational Production Functions Really Show: A Positive Theory of Education Spending , 1997 .

[23]  Daniel J. Slottje,et al.  A new method to estimate the level and distribution of household human capital with application , 2000 .

[24]  R. Barro,et al.  International Data on Educational Attainment Updates and Implications , 2000 .

[25]  J. Mincer Investment in Human Capital and Personal Income Distribution , 1958, Journal of Political Economy.

[26]  G. Becker,et al.  Investment in Human Capital: A Theoretical Analysis , 1962, Journal of Political Economy.

[27]  S. Collins,et al.  The Empirics of Growth: An Update , 2003 .

[28]  B. Kiker The Historical Roots of the Concept of Human Capital , 1966, Journal of Political Economy.

[29]  Dale W. Jorgenson,et al.  The Accumulation of Human and Nonhuman Capital, 1948-84 , 1989 .

[30]  J. Angrist,et al.  Consequences of Employment Protection? The Case of the Americans with Disabilities Act , 1998, Journal of Political Economy.

[31]  Eric Flamholtz,et al.  Human Resource Accounting: Advances in Concepts, Methods and Applications , 1999 .

[32]  P. Bentler On the fit of models to covariances and methodology to the Bulletin. , 1992, Psychological bulletin.

[33]  Eric A. Hanushek,et al.  Measuring Investment in Education , 1996 .

[34]  A. E. Hofflander THE HUMAN LIFE VALUE: AN HISTORICAL PERSPECTIVE , 1966 .

[35]  B. Lev Intangibles: Management, Measurement, and Reporting , 2001 .

[36]  Tong Hun Lee,et al.  Human capital and economic growth Tests based on the international evaluation of educational achievement , 1995 .

[37]  Highlights From the 2003 International Adult Literacy and Lifeskills Survey (ALL). Issue Brief NCES 2005-117rev. , 2005 .

[38]  G. Psacharopoulos Returns to investment in education: A global update , 1994 .

[39]  Harry C. Triandis,et al.  The Human Organization: Its Management and Value. , 1967 .

[40]  Pamela Mathews,et al.  The HR Scorecard: Linking People, Strategy and Performance , 2002, Journal of the Australian and New Zealand Academy of Management.

[41]  A Forward-Looking Measure of the Stock of Human Capital in New Zealand , 2006 .

[42]  Forrest W. Young,et al.  Regression with qualitative and quantitative variables: An alternating least squares method with optimal scaling features , 1976 .

[43]  D. Weil,et al.  A Contribution to the Empirics of Economic Growth Author ( s ) : , 2008 .

[44]  Byeongju Jeong,et al.  Measurement of human capital input across countries: a method based on the laborer's income , 2002 .

[45]  J. Knight,et al.  Public Sector Employment, Rent Seeking and Economic Growth , 1991 .

[46]  H. Beebout Investment in human capital , 1973 .

[47]  K. Arrow Higher education as a filter , 1973 .

[48]  H. Patrinos,et al.  Returns to investment in education: a further update , 2002 .

[49]  Herman Wold,et al.  Soft modelling: The Basic Design and Some Extensions , 1982 .

[50]  Nassau William Senior,et al.  An Outline of the Science of Political Economy , 1940 .

[51]  R. Eisner The total incomes system of accounts , 1989 .

[52]  James E. Rauch,et al.  Productivity Gains from Geographic Concentration of Human Capital: Evidence from the Cities , 1991 .

[53]  P. Romer Endogenous Technological Change , 1989, Journal of Political Economy.

[54]  S. Rosen Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition , 1974, Journal of Political Economy.

[55]  J. Mincer Schooling, Experience, and Earnings , 1976 .

[56]  Dale W. Jorgenson,et al.  Investment in Education and U.S. Economic Growth , 1992 .

[57]  Eric Flamholtz,et al.  Human resource accounting , 1988 .

[58]  L. Wößmann,et al.  Specifying Human Capital , 2003 .

[59]  J. Heckman,et al.  Understanding the Role of Cognitive Ability in Accounting for the Recent Rise in the Economic Return to Education , 1998 .

[60]  A Labor-Income-Based Measure of the Value of Human Capital: An Application to the States of the United States , 1995 .

[61]  Robert Haveman,et al.  Schooling and Economic Well-Being: The Role of Nonmarket Effects , 1984 .

[62]  Jonathan R.W. Temple,et al.  The New Growth Evidence , 1999 .

[63]  Ian Walker,et al.  The Returns to Education: Microeconomics , 2003 .

[64]  Jerik Hanushek,et al.  Schooling, Labor-force Quality, and the Growth of Nations , 2000 .

[65]  James Symons,et al.  Do Peer Groups Matter? Peer Group Versus Schooling Effects on Academic Attainment , 2003 .

[66]  E. Swanson,et al.  A new database on human capital stock in developing and industrial countries: Sources, methodology, and results , 1995 .

[67]  Bernhard Felderer,et al.  Why Growth Rates Differ , 1967 .

[68]  B. Leeuwen,et al.  An Estimation of the Human Capital Stock in Eastern and Central Europe , 2005 .