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Title
Human Capital and Income Inequality
A Study of Knowledge-Based Industries in India
Aditya Samdershi
adityaeco99@gmail.com
Doctoral Candidate- 2014 , NUEPA
Ph.D. Supervisor
Professor N. V. Varghese
CPRHE, NUEPA
Ph.D. Proposal
Contents
 Motivation of the Study (Problem Statement)
 Challenges of Human Capital Theory
 Knowledge-Based Industries
 Conceptual and Theoretical Framework
 Theoretical Framework
 Empirical Studies
 Research Plan
 Research Questions and Objectives
 Data Sources and Methodology
 Chapter Plan
 Implications of the Study
 Scope and Implications
 The progress of technological rationality is supposed to lead
automatically the triumph of human capital over financial
capital……Inequality would thus become more meritocratic
and less static……….and economic rationality would give rise
to democratic rationality (p. 22) (Piketty, 2014)
Motivation of the Study (Problem Statement)
Challenges of Human Capital Theory
Problem Statement; Human Capital and its influence on Income Inequality
Knowledge-Based Industries
 Characteristics
– Knowledge as input, process and product (intensively and
relatively higher than physical and natural resources)
– Technology and Human Capital contributes more than
physical capital (Nagesh Kumar, 2011)
 In India, Knowledge Based Industries are engaged in; software
development, consultancy, pharmaceuticals, financial services,
engineering services, biotechnology etc.
Criterion of Identification :-
I. Not less than 60% Employee have Graduate Education
II. Not less than 60% input cost goes to Human Capital and Technology
(Derived from OECD,2008 classification)
Conceptual and Theoretical
Framework
 Three fourth of the Incomes of the world are from earnings (J.Pen, 1971)
 Earning is Determined by Productivity of Labour (Mankiw,2006)
 Human Capital Theory (Schultz1961,Becker1962,1964)
– knowledge and skills gained through education lead to rise in
productivity of labour, hence wages.
 Criticisms; a)Bowles and Gintis (1975), b) Arrow and Spence (1973)
 Job Competition Model; Thurow (1973)
 Segmented Labour Markets - Reich, Gordon and Edwards (1973), Carnoy
and Rumberger (1976)
Conceptual and Theoretical
Framework
 A Case of Knowledge-Based Economy (OECD-2008)
 Relatively – Less rigidity in Job slots.
 -- Lesser Segmentation in Knowledge workers
 -- Project mode compensation, Stock Options (KBIs
recommendations of N.R. Murthy Committee India)
Human
Capital
Theory
Labour Market
Theories on HCT
Knowledge
Based-Industries
Criticism
Of HCT
Use of Human Capital
in company valuation
Conceptual Framework and Related
Empirical Studies
 Katz and Murphy (1992, 2007)
 Dur and Tullings (1973)
Human Capital with
Technical Education
Human Capital with
General Education
Rise in
Inequality
Human Capital with
Technical Education Human Capital with
Technical EducationRise in Real wages
Reduction in Inequality
Research Questions and Objectives
 Q1. What are the factors determining earnings in
Knowledge-based industries?
 with an objective O1/ To analyse the factors responsible for
determination of wage earnings.
 The underlying idea to formulate this Research Question is; There
will be several factors responsible for determining certain wages in
this kind of industry, what is the relative impact of Human Capital
among those factors.
Research Questions and Research
Objectives
 Q2. Whether the stock of Human Capital has an
impact on distribution of wages in Knowledge-based
industries?
 with an objective O2/ To empirically examine the influence of
human capital concentration in an industry on wage distribution
 O3/ To assess the trends of distribution of human capital and income
inequality.
 The underlying idea to formulate this Research Question is to
evaluate cumulative impact of human capital on wages.
Empirical Studies and
Methodological Framework
 The Distribution of Labor Incomes: A Survey With Special Reference
to the Human Capital Approach ---Jacob Mincer (Journal of
Economic Literature), Vol. 8, No. 1, (Mar., 1970)
 This study has found the impact of human capital on wages with
some distinction of age cohort, gender etc.
ln(𝑤𝑎𝑔𝑒)𝑖𝑡= 𝛽0 + 𝐸𝑑𝑢𝑖𝑡 𝛽1
𝑇
+ 𝛽2
𝑇
𝐴𝑏𝑖𝑙𝑖𝑡𝑦𝑖 + 𝛽3
𝑇
𝐸𝑥𝑝𝑒𝑟𝑖𝑒𝑛𝑐𝑒𝑖𝑡
+ 𝛽4
𝑇
𝐸𝑥𝑝𝑒𝑟𝑖𝑒𝑛𝑐𝑒𝑖𝑡
2
+ 𝑋𝑖𝑡 𝛽5
𝑇
+ 𝜖𝑖𝑡 … … … … … … … … . . 𝑎
 For Research question one modified Mincerian equation will be used
to analyse factors determining wages in knowledge based industries.
 For RQ2/ Cumulative distribution function will be used to assess
distributional component.
Data Sources:-
 Based on KBI’s definition Two typical and relatively identical firms
with employees strength more than 700 will be selected.
 Stratified Random Sample from the occupational designation
 Primary Survey Based on questionnaires covering
Human capital factors, structural and institutional
factors, professional and motivational factors.
Managers/
Executives
Support Services
Professionals Technical Assistants
Knowledge
Workers
ISCO-2008
Chapter Plan
I. Introduction
II. Review of Literature
III. Description of Data and Methodology
Classification of Knowledge-Based Industries.
Defining Characteristics
Outline of Questionnaire
IV. Analytical Background (Preparing for the Stage of Analysis)
Data Cleaning
Defining variable
Providing Justification for variables
V. Determinants of Earning (Analysis)
VI. Impact of Human Capital on Income Inequality (Analysis)
V II. Discussion on Results
VIII. Conclusion
Bibliography
Scope and Implication of the Study
 This study is analytical in its nature and scope, and it
will follow the assumptions of Human Capital Theory
and labour market imperfections.
 Combating Inequality more precisely with an
instrument of “Targeted investment in Education” for
underprivileged sections of society.
 Contributing to the literature on human capital theory in
the context of Knowledge-based Industries and its
characteristics.
Acknowledgement
 However, the domain of Human Capital Theory is not new
to doctoral researches but, formulating a new proposal
became possible with the guidance and support of several
human agencies. I must acknowledge their contributions
to this proposal.
 Professor N.V.Varghese, (CPRHE, NUEPA)
 Dr. Garima Malik (CPRHE, NUEPA)
 I have also consulted several faculty members and Research
Scholars of NUEPA and some are from outside NUEPA for preparing
this proposal.
 I also make my claim for shortcomings of this proposal.
Research Proposal Final aditya (proposal presenttation ppt) aaa

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Research Proposal Final aditya (proposal presenttation ppt) aaa

  • 1. Title Human Capital and Income Inequality A Study of Knowledge-Based Industries in India Aditya Samdershi adityaeco99@gmail.com Doctoral Candidate- 2014 , NUEPA Ph.D. Supervisor Professor N. V. Varghese CPRHE, NUEPA Ph.D. Proposal
  • 2. Contents  Motivation of the Study (Problem Statement)  Challenges of Human Capital Theory  Knowledge-Based Industries  Conceptual and Theoretical Framework  Theoretical Framework  Empirical Studies  Research Plan  Research Questions and Objectives  Data Sources and Methodology  Chapter Plan  Implications of the Study  Scope and Implications
  • 3.  The progress of technological rationality is supposed to lead automatically the triumph of human capital over financial capital……Inequality would thus become more meritocratic and less static……….and economic rationality would give rise to democratic rationality (p. 22) (Piketty, 2014) Motivation of the Study (Problem Statement) Challenges of Human Capital Theory Problem Statement; Human Capital and its influence on Income Inequality
  • 4. Knowledge-Based Industries  Characteristics – Knowledge as input, process and product (intensively and relatively higher than physical and natural resources) – Technology and Human Capital contributes more than physical capital (Nagesh Kumar, 2011)  In India, Knowledge Based Industries are engaged in; software development, consultancy, pharmaceuticals, financial services, engineering services, biotechnology etc. Criterion of Identification :- I. Not less than 60% Employee have Graduate Education II. Not less than 60% input cost goes to Human Capital and Technology (Derived from OECD,2008 classification)
  • 5. Conceptual and Theoretical Framework  Three fourth of the Incomes of the world are from earnings (J.Pen, 1971)  Earning is Determined by Productivity of Labour (Mankiw,2006)  Human Capital Theory (Schultz1961,Becker1962,1964) – knowledge and skills gained through education lead to rise in productivity of labour, hence wages.  Criticisms; a)Bowles and Gintis (1975), b) Arrow and Spence (1973)  Job Competition Model; Thurow (1973)  Segmented Labour Markets - Reich, Gordon and Edwards (1973), Carnoy and Rumberger (1976)
  • 6. Conceptual and Theoretical Framework  A Case of Knowledge-Based Economy (OECD-2008)  Relatively – Less rigidity in Job slots.  -- Lesser Segmentation in Knowledge workers  -- Project mode compensation, Stock Options (KBIs recommendations of N.R. Murthy Committee India) Human Capital Theory Labour Market Theories on HCT Knowledge Based-Industries Criticism Of HCT Use of Human Capital in company valuation
  • 7. Conceptual Framework and Related Empirical Studies  Katz and Murphy (1992, 2007)  Dur and Tullings (1973) Human Capital with Technical Education Human Capital with General Education Rise in Inequality Human Capital with Technical Education Human Capital with Technical EducationRise in Real wages Reduction in Inequality
  • 8. Research Questions and Objectives  Q1. What are the factors determining earnings in Knowledge-based industries?  with an objective O1/ To analyse the factors responsible for determination of wage earnings.  The underlying idea to formulate this Research Question is; There will be several factors responsible for determining certain wages in this kind of industry, what is the relative impact of Human Capital among those factors.
  • 9. Research Questions and Research Objectives  Q2. Whether the stock of Human Capital has an impact on distribution of wages in Knowledge-based industries?  with an objective O2/ To empirically examine the influence of human capital concentration in an industry on wage distribution  O3/ To assess the trends of distribution of human capital and income inequality.  The underlying idea to formulate this Research Question is to evaluate cumulative impact of human capital on wages.
  • 10. Empirical Studies and Methodological Framework  The Distribution of Labor Incomes: A Survey With Special Reference to the Human Capital Approach ---Jacob Mincer (Journal of Economic Literature), Vol. 8, No. 1, (Mar., 1970)  This study has found the impact of human capital on wages with some distinction of age cohort, gender etc. ln(𝑤𝑎𝑔𝑒)𝑖𝑡= 𝛽0 + 𝐸𝑑𝑢𝑖𝑡 𝛽1 𝑇 + 𝛽2 𝑇 𝐴𝑏𝑖𝑙𝑖𝑡𝑦𝑖 + 𝛽3 𝑇 𝐸𝑥𝑝𝑒𝑟𝑖𝑒𝑛𝑐𝑒𝑖𝑡 + 𝛽4 𝑇 𝐸𝑥𝑝𝑒𝑟𝑖𝑒𝑛𝑐𝑒𝑖𝑡 2 + 𝑋𝑖𝑡 𝛽5 𝑇 + 𝜖𝑖𝑡 … … … … … … … … . . 𝑎  For Research question one modified Mincerian equation will be used to analyse factors determining wages in knowledge based industries.  For RQ2/ Cumulative distribution function will be used to assess distributional component.
  • 11. Data Sources:-  Based on KBI’s definition Two typical and relatively identical firms with employees strength more than 700 will be selected.  Stratified Random Sample from the occupational designation  Primary Survey Based on questionnaires covering Human capital factors, structural and institutional factors, professional and motivational factors. Managers/ Executives Support Services Professionals Technical Assistants Knowledge Workers ISCO-2008
  • 12. Chapter Plan I. Introduction II. Review of Literature III. Description of Data and Methodology Classification of Knowledge-Based Industries. Defining Characteristics Outline of Questionnaire IV. Analytical Background (Preparing for the Stage of Analysis) Data Cleaning Defining variable Providing Justification for variables V. Determinants of Earning (Analysis) VI. Impact of Human Capital on Income Inequality (Analysis) V II. Discussion on Results VIII. Conclusion Bibliography
  • 13. Scope and Implication of the Study  This study is analytical in its nature and scope, and it will follow the assumptions of Human Capital Theory and labour market imperfections.  Combating Inequality more precisely with an instrument of “Targeted investment in Education” for underprivileged sections of society.  Contributing to the literature on human capital theory in the context of Knowledge-based Industries and its characteristics.
  • 14. Acknowledgement  However, the domain of Human Capital Theory is not new to doctoral researches but, formulating a new proposal became possible with the guidance and support of several human agencies. I must acknowledge their contributions to this proposal.  Professor N.V.Varghese, (CPRHE, NUEPA)  Dr. Garima Malik (CPRHE, NUEPA)  I have also consulted several faculty members and Research Scholars of NUEPA and some are from outside NUEPA for preparing this proposal.  I also make my claim for shortcomings of this proposal.

Notes de l'éditeur

  1. Good Afternoon. The Chairperson, Faculties of NUEPA and Friends, My Proposed Topic is – Human Capital and Income Inequality : A Study of Knowledge-Based Industries in India. Prof. N.V. Varghese in supervisor of my Doctoral study.
  2. In this presentation I will be presenting the followings; Motivation of the Study as a Problem Statement. Conceptual and Theoretical Framework of the Study, Research Plan or Research Design and Implications of the study.
  3. One of the motivating literatures to pursue this area of study is the newest challenge posed to Human Capital Theory by Prof. Thomas Piketty in his book – “Capital in 21st Century”. In his study he expressed great deal of dependence on HCT while dealing with Inequality across the world. He mentioned that there was a belief that the progress of technological rationality is supposed to lead automatically the triumph of human capital over financial capital, consequently, Inequality would be more meritocratic and less static and economic rationality would give rise to democratic rationality. But this appears it would never be realized in this graph. Dark Blue Bars representing Rate of return on Capital and Light blue bars Global growth rate of GDP. For simplicity if we take dark blue bars as growth of capital and light blue bars as growth of incomes, From 18th century onwards, the growth of capital was higher than growth of incomes. It is also forecasted that this trend is ever persisting with some differences. If this is true, and infact it seems more likely to be, this is alrming. This is not the only study suggesting that, there are several of them suggesting similar scenario around the world. And Human Capital is everone’s favourate phrase for inequality reduction. According to Sustainable Development Goal documents of UNESCO there are 63 studies suggesting Human Capital has great role to play in inequality reduction. But the real issue of investigation is how? How does the human capital influences income inequality? That’s the Problem statement of this study. And to investigate the Human capital’s influence what else could be the case other than Knowledge-based industries which are in its essence dominated by human capital.
  4. Knowledge-based Industries are such industries which are using knowledge as input for producing something, knowledge as process for producing something and knowledge as output. So, every industry is using knowledge in some stages, how knowledge based industries are different from others? For this kind of industries the composition of knowledge component, i.e. human capital and technology is relatively higher than physical component. One more thing knowledge here implies- processed information and knowledge-based industries not necessarily create new knowledge. In India according to PM’s Task force on knowledge-based industries lead by Mr. N.R. N.Murthy observed that in India, knowledge-based industries are engaged in, software development, consultancy, pharmaceuticals, financial services, engineering services, biotechnology etc. There could be three sets of criteria of identification of industries; Input based, process based, and product based according to OECD classification, here I have proposed input based criteria of identification. 1) Not less than 60% employee have graduate education. Which implies more than 60% workforce have completed higher education, and 2) Not less than 60% input cost goes to Human Capital and Technology, it implies more than 60% of the expenditure goes to employee salary and technology up gradation. One obvious inquisition could be, whether education sector, or higher education sector is a knowledge-based industry, no, it is not, education, private public tuition, coaching, whatever, in India is not even considered as profitable services leave out the criteria for being industry.
  5. Conceptually, Income has three components; 1)Income from Earnings, 2) Income from Investments, 3) Income from Assets. Three fourth of the incomes are from earnings (J. Pen, 1971). Earning is determined by productivity of Labour (Mankiw, 2006), According to human capital theory, knowledge and skills gained through education, lead to rise in productivity of labour and consequently higher wages.