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Human Capital : Theory
and Application
Who Are Workers?
(Human Resources)
Cost?
Assets?
Business partner?
Agenda
Introduction
Schooling and Signaling
On the Job Training
Application-Executive Pay Issue
Discussion
Introduction
Human capital refers to the knowledge and
acquired skills a person has that increase his
or her ability to conduct activities with
economic value
Workers add to their stock of human capital
throughout their lives, especially via education
and job experience
Combination of …. (Fitz-enz, 2000)
• traits brought into job
• ability to learn
• motivation to share
Individual Input
(Investment)
Education Outcomes
Social Input
(Investment)
Productivity Earnings
Citizenship
Social
Efficacy
*Source : Swanson & Holton III, 2001, p.110
A Model of Human Capital Theory
Evolution of Human Capital Theory
Foundations
A. Smith, J. S. Mill, A. Marshall
J. Mincer (1958) : Yrs of work forgone to pursue
education were rationally compensated with high
wage
S. Fabricant (1959) : Intangible assets
G. Becker (1960) : ROR of difference in education
T. Schultz (1961) : US income has been increased in
higher rate than combined amount of land, working
hours and capital used to produce
Nobel Prize Winners
T. Schultz, G. Becker,
M. Friedman, S. Kuznets, R. Solow
The Schooling Model
A person’s decision maximizes the present value
of lifetime earnings
The rate of discount (r) plays a crucial role in
determining whether a person chooses to go to
school
Wage-Schooling Locus : salary for each level of
schooling
Marginal Rate of Return to Schooling : How much
earnings increase if a person stays in school 1
more year
Stopping rule : when it is optimal to quit school
and enter job market (MRR=r)
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w
r
w
r
w
r
W
r
W
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Potential Earnings Streams
MRR
r
r’
Schooling Decision
Factors That Lead Different Level
of Schooling
Differences in the Rate of Discount
Different schooling decisions simply place them at
different points of the common locus
Differences in Ability
Higher ability levels shift the MRR to the right, so,
earnings gain resulting from an additional year of
schooling outweighs the increase in forgone earning
Signaling
Education does(needs) not increase
productivity at all, but signal a worker’s
qualifications to potential employers who do
not have private information
Education increases earnings not because it
increases productivity but because it certifies
that the worker is cut out for smart worker
Self selection constraints
1. Level of education of signaling must be such that
non-smart workers are unwilling or unable to attain it.
2. Achieving given level of education must be cheaper for
the high smart workers than for non-smart worker
$
W
T1 T2
NSW’s
edu
cost
curve SW’s
edu
cost
curve
Self-Selection
On the Job Training
Training increases a worker’s productivity (HC
stock) after training
Training is an investment with initial costs and
expected future returns
The returns are lost in the event of a separation
• Should the firm invest?
Not if the skills are easily portable (worker can leave)
• Should the worker invest?
Not if the skills are firm-specific (firm can layoff)
Who Bears Costs of Firm Specific
Training?
Since there is no commitment to stay on the
part of the worker after training occurred
firms will not want to bear the costs of
training when skills are general
Since there is no certainty that the job will
remain profitable in the future, the employee
will not want to bear the costs of training for
skills that can be valued only by the current
employer (specific)
Transferable Human Capital
training
Time
w1
VMP=W2
The employee will want to bear the full cost
by accepting lower wage during training
Firm-Specific Human Capital
training
Time
w1
w2
The employer will want to bear the full
cost by paying above the market value
to reduce turnover
VMP
Predictions of Human Capital
When skills are transferable…
Employees should be bearing the cost
• Wages of trainees (compared to non trainees)
should be lower during training
• Employer can offer what the market pays for
the new skills acquired after training
Given that training increases skills
• Wages of trainees (compared to non trainees)
should be greater after training at a given
employer
Predictions of the Human Capital
(Cont.)
To reduce transaction costs after firm-
specific training
• Workers should be paid above the market value
of their transferable skills.
• Paying above market should minimize
transaction(search) cost.
But—if contracts can be renegotiated, the
firm does not have to raise wages until
faced with a potential quit (Beaudry and
DiNardo ).
The Mincer equation captures the important
empirical regularities
1) increase in earnings with schooling
2) concavity of log earnings in experience
3) parallelism in log earnings experiences
profiles for different education groups
log w = rs + β1t – β2t2 + other variables
Mincer Equation (1994)
*See the attached file for the further discussion
Executive Pay
(Murphy & Zabojnik, 2004)
Base salary and bonuses of Forbes 800
CEOs increased from $700,000 in 1970 to
2.2 million in 2000
In 1980, CEOs received about 42 times the
average of workers. By 2000, they were
paid 475 times the average workers
(Milkovich & Newman,2002)
20 Top-Paid CEOs in 2003
Name Company
2003
Salary
and
Bonus
Long-
term
Comp.
Total
Pay
Reuben Mark Colgate-Palmolive 5.1 136.0 141.1
Steven Jobs Apple Computer 0.0 74.8 74.8
George David United Technologies 4.2 66.2 70.4
Henry Silverman Cendant 17.3 37.2 54.5
Sanford Weill Citigroup 30.7 23.4 54.1
Richard Fuld Lehman Brothers 7.4 45.5 52.9
Lew Frankfort Coach 1.9 43.8 45.7
Lawrence Ellison Oracle 0.1 40.5 40.6
Howard Solomon Forest Laboratories 1.4 34.6 36.0
Richard Kovacevich Wells Fargo 8.5 27.4 35.9
Charles Cawley MBNA 7.5 27.4 34.9
James Cayne Bear Stearns 11.2 22.7 33.9
Douglas Berthiaume Waters 1.2 32.2 33.4
James Moffett Freeport McMoRan 11.4 21.9 33.3
Todd Nelson Apollo Group 4.5 28.3 32.8
H. Lawrence Culp Danaher 3.8 28.2 32.0
Ray Irani Occidental Petroleum 4.8 27.1 31.9
Charles Prince Citigroup 7.6 23.8 31.4
Brian Roberts Comcast 8.4 22.6 31.0
R. Lawrence Montgomery Kohl's 1.0 29.2 30.2
Possible Explanations on CEO
Compensation
Social Comparison : relationship to others
Economic Approach : reward to success,
depends on company size
Agency Theory : self-motivated behavior
Fat-Cat Theory : rent seeking
Human Capital Theory : increasing investment
on human capital, type of required skill
Hiring Sources-Internal or External
*Source : Murphy & Zabojnik, 2004
Hiring from Outside
Hiring from outside
• foregoes valuable specific skills available only through
internal promotions
• able to hire from a larger opportunity set of managers
• allows better matching of managers and firms
Demougin & Siow (1994)
• Outside hires involve hiring and replacement costs which
are assumed to be higher than the costs of training and
promoting from within
• Internal labor market with high value for firm-specific skills
Executives as Human Capital
As firm-specific capital becomes relatively less
important, the benefit of better matching becomes
large relative to the cost of (lost) specific capital
• prevalence of outside hires will increase
• higher wages for outside hires as the general component of
skills becomes relatively more important than the firm-
specific part of skills
Potential reason for increasing pay + increasing
outside hire is the change in the composition of
managerial skills toward more general (market
valued) skills
 CEOs skills are transferable across firms and industries
 Greater breadth of knowledge helps management of any
company
 Any firm-specific information is more easily accessible than
before (computerization)
Discussions
Is education really improving productivity
or just signaling?
How can we measure the value of human
capital?
What are the implications of human
capital theories for HRD specialists?

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Human Capital : Theory And Application

  • 1. Human Capital : Theory and Application
  • 2. Who Are Workers? (Human Resources) Cost? Assets? Business partner?
  • 3. Agenda Introduction Schooling and Signaling On the Job Training Application-Executive Pay Issue Discussion
  • 4. Introduction Human capital refers to the knowledge and acquired skills a person has that increase his or her ability to conduct activities with economic value Workers add to their stock of human capital throughout their lives, especially via education and job experience Combination of …. (Fitz-enz, 2000) • traits brought into job • ability to learn • motivation to share
  • 5. Individual Input (Investment) Education Outcomes Social Input (Investment) Productivity Earnings Citizenship Social Efficacy *Source : Swanson & Holton III, 2001, p.110 A Model of Human Capital Theory
  • 6. Evolution of Human Capital Theory Foundations A. Smith, J. S. Mill, A. Marshall J. Mincer (1958) : Yrs of work forgone to pursue education were rationally compensated with high wage S. Fabricant (1959) : Intangible assets G. Becker (1960) : ROR of difference in education T. Schultz (1961) : US income has been increased in higher rate than combined amount of land, working hours and capital used to produce Nobel Prize Winners T. Schultz, G. Becker, M. Friedman, S. Kuznets, R. Solow
  • 7. The Schooling Model A person’s decision maximizes the present value of lifetime earnings The rate of discount (r) plays a crucial role in determining whether a person chooses to go to school Wage-Schooling Locus : salary for each level of schooling Marginal Rate of Return to Schooling : How much earnings increase if a person stays in school 1 more year Stopping rule : when it is optimal to quit school and enter job market (MRR=r) 46432 )1( ... )1()1()1()1( r w r w r w r W r W TPV gradgradgradunderunder grad          
  • 10. Factors That Lead Different Level of Schooling Differences in the Rate of Discount Different schooling decisions simply place them at different points of the common locus Differences in Ability Higher ability levels shift the MRR to the right, so, earnings gain resulting from an additional year of schooling outweighs the increase in forgone earning
  • 11. Signaling Education does(needs) not increase productivity at all, but signal a worker’s qualifications to potential employers who do not have private information Education increases earnings not because it increases productivity but because it certifies that the worker is cut out for smart worker Self selection constraints 1. Level of education of signaling must be such that non-smart workers are unwilling or unable to attain it. 2. Achieving given level of education must be cheaper for the high smart workers than for non-smart worker
  • 13. On the Job Training Training increases a worker’s productivity (HC stock) after training Training is an investment with initial costs and expected future returns The returns are lost in the event of a separation • Should the firm invest? Not if the skills are easily portable (worker can leave) • Should the worker invest? Not if the skills are firm-specific (firm can layoff)
  • 14. Who Bears Costs of Firm Specific Training? Since there is no commitment to stay on the part of the worker after training occurred firms will not want to bear the costs of training when skills are general Since there is no certainty that the job will remain profitable in the future, the employee will not want to bear the costs of training for skills that can be valued only by the current employer (specific)
  • 15. Transferable Human Capital training Time w1 VMP=W2 The employee will want to bear the full cost by accepting lower wage during training
  • 16. Firm-Specific Human Capital training Time w1 w2 The employer will want to bear the full cost by paying above the market value to reduce turnover VMP
  • 17. Predictions of Human Capital When skills are transferable… Employees should be bearing the cost • Wages of trainees (compared to non trainees) should be lower during training • Employer can offer what the market pays for the new skills acquired after training Given that training increases skills • Wages of trainees (compared to non trainees) should be greater after training at a given employer
  • 18. Predictions of the Human Capital (Cont.) To reduce transaction costs after firm- specific training • Workers should be paid above the market value of their transferable skills. • Paying above market should minimize transaction(search) cost. But—if contracts can be renegotiated, the firm does not have to raise wages until faced with a potential quit (Beaudry and DiNardo ).
  • 19. The Mincer equation captures the important empirical regularities 1) increase in earnings with schooling 2) concavity of log earnings in experience 3) parallelism in log earnings experiences profiles for different education groups log w = rs + β1t – β2t2 + other variables Mincer Equation (1994) *See the attached file for the further discussion
  • 20. Executive Pay (Murphy & Zabojnik, 2004) Base salary and bonuses of Forbes 800 CEOs increased from $700,000 in 1970 to 2.2 million in 2000 In 1980, CEOs received about 42 times the average of workers. By 2000, they were paid 475 times the average workers (Milkovich & Newman,2002)
  • 21. 20 Top-Paid CEOs in 2003 Name Company 2003 Salary and Bonus Long- term Comp. Total Pay Reuben Mark Colgate-Palmolive 5.1 136.0 141.1 Steven Jobs Apple Computer 0.0 74.8 74.8 George David United Technologies 4.2 66.2 70.4 Henry Silverman Cendant 17.3 37.2 54.5 Sanford Weill Citigroup 30.7 23.4 54.1 Richard Fuld Lehman Brothers 7.4 45.5 52.9 Lew Frankfort Coach 1.9 43.8 45.7 Lawrence Ellison Oracle 0.1 40.5 40.6 Howard Solomon Forest Laboratories 1.4 34.6 36.0 Richard Kovacevich Wells Fargo 8.5 27.4 35.9 Charles Cawley MBNA 7.5 27.4 34.9 James Cayne Bear Stearns 11.2 22.7 33.9 Douglas Berthiaume Waters 1.2 32.2 33.4 James Moffett Freeport McMoRan 11.4 21.9 33.3 Todd Nelson Apollo Group 4.5 28.3 32.8 H. Lawrence Culp Danaher 3.8 28.2 32.0 Ray Irani Occidental Petroleum 4.8 27.1 31.9 Charles Prince Citigroup 7.6 23.8 31.4 Brian Roberts Comcast 8.4 22.6 31.0 R. Lawrence Montgomery Kohl's 1.0 29.2 30.2
  • 22. Possible Explanations on CEO Compensation Social Comparison : relationship to others Economic Approach : reward to success, depends on company size Agency Theory : self-motivated behavior Fat-Cat Theory : rent seeking Human Capital Theory : increasing investment on human capital, type of required skill
  • 23. Hiring Sources-Internal or External *Source : Murphy & Zabojnik, 2004
  • 24. Hiring from Outside Hiring from outside • foregoes valuable specific skills available only through internal promotions • able to hire from a larger opportunity set of managers • allows better matching of managers and firms Demougin & Siow (1994) • Outside hires involve hiring and replacement costs which are assumed to be higher than the costs of training and promoting from within • Internal labor market with high value for firm-specific skills
  • 25. Executives as Human Capital As firm-specific capital becomes relatively less important, the benefit of better matching becomes large relative to the cost of (lost) specific capital • prevalence of outside hires will increase • higher wages for outside hires as the general component of skills becomes relatively more important than the firm- specific part of skills Potential reason for increasing pay + increasing outside hire is the change in the composition of managerial skills toward more general (market valued) skills  CEOs skills are transferable across firms and industries  Greater breadth of knowledge helps management of any company  Any firm-specific information is more easily accessible than before (computerization)
  • 26. Discussions Is education really improving productivity or just signaling? How can we measure the value of human capital? What are the implications of human capital theories for HRD specialists?