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CRITICAL ASSESSMENT OF COMPETENCIES AND ITS RELATIONSHIP WITH THE WORKFORCE
DEVELOPMENT IN INDIA: THE PROJECTION FOR INDUSTRY 4.0 IN THE NEXT DECADE
SYNOPSIS
submitted in fulfillment of the requirement of the degree of
DOCTOR OF PHILOSOPHYto
Manav Rachna International Institute of Research & Studies
By
RAJIV MATHURRegistration Number: 15/Ph.D./024
Under the supervision of
Prof.(Dr.) PRIYANKA SRIVASTAVA FMS, Manav Rachna International Institute of Research & Studies
&Prof.(Dr.) ANAND PRAKASH
Department of Psychology, University of Delhi, Delhi
Faculty of Management Studies
Manav Rachna International Institute of Research & Studies
Sector 43, Faridabad, India.
MANAV RACHNA INTERNATIONAL UNIVERSITY
FACULTY OF MANAGEMENT STUDIES
CERTIFICATE
This is to certify that this synopsis titled “CRITICAL ASSESSMENT OF COMPETENCIES AND ITS RELATIONSHIP WITH THE WORKFORCE DEVELOPMENT IN INDIA: THE PROJECTION FOR INDUSTRY 4.0 IN THE NEXT DECADE” by RAJIV MATHUR, submitted in fulfillment of the requirement for the Degree of Doctor of Philosophy in MANAGEMENT under the Faculty of Management Studies of Manav Rachna International Institute of Research and Studies, Faridabad during the academic year 2015-16 is a bona fide record of work carried out under our guidance and supervision.
Signature of the Supervisor:- Signature of Joint Supervisor:-Name:- Dr. Priyanka Srivastava Name:-Dr. Anand PrakashDesignation:-Professor Designation:- Professor Department:- Management, MRIIRS Department:- Psychology, DU
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TABLE OF CONTENTS
Certificate…………………………………………………………………………………I
Table of contents…………………………………………………………………………. 3
1. Introduction……………………………………………………………………………..4
1.1 Background of the study………………………………………………………..4
1.2 Statement of the Problem……………………………………………………….5
1.3 Research Questions……………………………………………………………..5
1.4 Goals and Objectives of the Research.…………………………………………6
1.4.1 Research Goals………………………………………………………………6
1.4.2 Research Objectives ……….………………………………………………..6
2. Literature Survey……………….…………………………………………………….7
3. Description of the research work ……………………………………………………12
4. Research Methodology………………………………………………………...…….13
4.1 Data Collection………………………………………………………………...14
4.1.1 Primary Data Collection…………………………………………………….14
4.1.2 Secondary Data Collection………………………………………………….14
4.2 Questionnaires…...……………………………………………………………..14
4.3 Sample Selection……………………………………………………………….15
4.4 Data Analysis…………………………………………………………………...16
5. Proposed Outcomes…./………………………………………………………………16
6. References………...…………………………………………………………………..17
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1. Introduction
1.1 Background of the Study
The ever-increasing population bulge has always been a challenge for policy makers
in India. As per the current census projections, by 2022, India will become the most
populous country in the world with a population at 1.21 Billion and with
approximately 50% of this number in the age below 29 years. Thus, making India the
youngest country in the world. In this backdrop, National Skills Policy 2015 [1]
estimates that by 2020, India will see 47 Million surplus youth who will not have
enough employment related competencies to be meaningful employed. Thus, the
question constantly grappling the policy makers, at present, is to find workable
solutions on creation of jobs, imparting them the required job-related competencies
and thus making the youth employable.
This emerging demographic situation poses a bigger challenge as the initial reports
(BCG -CII on Next Generation Manufacturing at CII 15th Manufacturing Summit
2016) [2] estimate that with advent of Industry 4.0, which has started descending
gradually from year 2013, there is huge risk of loss of competencies required at entry
level job roles by the automation of Industry 4.0. The report also talks of current entry
level job roles with current competency aggregation getting lost and emergence of
new job roles with new and re-aligned competency aggregations.
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However, the policy makers, currently in India, at present are totally engrossed in
finding workable solutions of the eminent problem of imparting competencies and
skills that will make youth employable today and have yet to give their focused
mindshare and evaluate the impact on jobs on a systematic timescale mapped to the
advent of Industry 4.0.
Thus, if we see the picture holistically, the country may face a double whammy in a
very near future – a large number of young unemployed Indians keep increasing the
population bulge, the competencies of the current entry level jobs on which the youth
is being currently trained on being siphoned by Industry 4.0 and as of today the policy
makers are unable to make the correct assessment of the competencies that will be
required with advent of Industry 4.0 and hence no skill trainings even being planned
or even though off in that direction.
1.2 Statement of the Problem
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To tackle this issue, in twilight cusp of Industry 3.0 and emergence of Industry 4.0,
policy makers will have to tread carefully by way of not only tackling the, at hand
eminent issue of skilling with required competencies the unskilled unemployed youth
and making them employable but in parallel make an estimate of the new emerging
job roles and the associated competencies that will be required in the workforce that
will be deployed in Industry 4.0 work environment, which otherwise is known with
conviction to annihilate the bulk of current entry level job roles. This also means the
need to strike the right balance of skilling youth with competencies that are in need
currently and map their utility and relevance on a broad timescale, before they come
redundant. In addition, it is equally important to skill youth to transit into Industry
4.0 relevant competencies – or else there will be a huge risk of having surplus
unemployed youth skilled and certified as per todays’ job market required
competencies and on the other side Industry 4.0 implementing organizations will
starve for skill sets and competencies they would need.
However, to peep into the near future and do projections of emerging jobs and its
associated competencies by policy makers is a difficult proposition as not enough
studies have been done so far in this direction in India.
This study, thus aims to do a critical assessment of Competencies and its Relationship
with the Workforce Development in India and the Projection for Industry 4.0 for the
Next Decade.
1.3 Research Questions
This Research Study will aim to find answers to the following questions, over next
one decade, in the backdrop of advent of Industry 4.0:
Q1: Will the existing competencies of the current workforce employed in organized
and unorganized sectors be significantly lower than the desired level for them to be
meaningfully employable or will there be a sufficient balance?
Q2: Will the differences between required and desired competencies would be
significantly different in unorganized sector in comparison to organized sector.
Q3: Will the Public Private Partnership (PPP) model of skill development be
significantly better in comparison to standalone public or private sectors efforts in
competency building programs?
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Q4: With Make in India campaign active to attract foreign companies to set up their
manufacturing bases in India, will the traditional low-cost floor manufacturing from
large manufacturing countries shift to India while they transit into implementing
Industry 4.0 – thus India, in a short run, will still need traditional Industry 3.0
manufacturing competency ready workforce?
1.4 Goals and Objectives of the Research
1.4.1 Research Goals:
To identify the emerging competencies needed in Industry 4.0 in India over next
decade
1.4.2 Research Objectives:
1. To identify Competencies required in various priority sectors by 2024 to
enhance employment according to industry 4.0 needs.
2. To Identify the existing level of competencies in the priority sectors of
Industry 4.0 of the country for domestic needs.
3. To highlight the modalities / strategies through which required competencies
can be developed according to domestic industry 4.0 requirements.
4. Propose a model of training and recommendation for an effective industry 4.0
implementation.
2. Literature Survey
India traditionally has been a country with society giving high focus on education and
skill development being considered as the last option. Even for successive Governments,
post-independence skills development was not on priority agenda. The first “National
Skills Policy [3] on Skill Development was notified in year 2009 by Ministry of Labor
and Employment and was approved by Cabinet in the same year. Government through
this policy document expressed concern on shortage of industry required relevant
P a g e | 7 1. http://www.skilldevelopment.gov.in/assets/images/NationalSkillDevelopmentPolicyMar09.pdf 2. http://planningcommission.nic.in/plans/planrel/fiveyr/11th/11_v1/11th_vol1.pdf
competencies in the workforce in India, estimating it to be with mere 2% of the total
workforce. To support this concern on skilled workforce population NSSO (68th Round)
2011-12 [4], did an independent study and put a dismal figure of only 4.69% of the total
workforce in India that has acquired the required competencies through a process of
formal training and certification, in line with what the industry requires as compared to
68% in UK, 75% in Germany, 52% in USA, 80% in Japan and 96% in South Korea.
However National Skills Policy 2009 [3], tried to tackle the issue on a positive note by
suggesting that India should reap the benefits of the demographic dividend by actively
skilling the workforce with required competencies and set the target to skill 500 Million
youth by 2022. To give institutional structure to this mammoth activity and to reap the
benefits of “demographic dividend”, the 11th Five Year Plan [5] spoke of creation of a
comprehensive National Skill Development Mission. As a result, a “Coordinated Action
on Skill Development” with three-tier institutional structure was created consisting of (i)
PM’s National Council (ii) National Skill Development Coordination Board (NSDCB),
(iii) National Skill Development Corporation (NSDC). The responsibility of each tier
starting with Prime Minister’s National Council on Skill Development was to spell out
policy advice, and direction in the form of “Core Principles”. It gave a Vision to create
500 million skilled people with relevant competencies by 2022 through a channel of skill
systems (which must have high degree of inclusivity), NSDCB took upon itself the task
of coordinating the skill development efforts of many Central Ministries/Departments and
States. NSDC [6] started its activity by preparing comprehensive action plans and
activities which would promote PPP models of financing skill development to create
linkage on competency transfer from Industries into Education and Training system. To
boost the skill development activities further - the National Skill Certification and
Monetary Reward Scheme, known as STAR (Standard Training Assessment and Reward)
[7], was operational between August 2013 and September 2014. It aimed to skill and
certify 1 Million youth during the period based on National Occupational Standards
created by various Industry led Sector Skill Councils. NSDC was the designated
implementing agency of the scheme and it operated the scheme through various Sector
Skill Councils (SSCs), Training Providers (TPs) and independent Assessment Agencies
(AAs). There is no formal review done on the outcomes of the National Skills Policy
2009.
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In 2014, to further boost the skill development activity in a coordinated manner, Ministry
for Skill Development & Entrepreneurship (MSDE) [8] was formed to focus on
enhancing employability of the youth through skill development. Since inception, the
Ministry has rolled out two versions of flagship scheme of Government of India called
Pradhan Mantri Kaushal Vikas Yojana (PMKVY) [9] which as on date has skilled over 2
Million youth on trainings aligned to National Occupational Standards. The activities of
skill development in the country are now governed by new policy on Skill Development
– National Skill Policy on Skill Development – 2015 [10]. The new policy aims to meet
the challenge of skill development at scale with speed and standard (quality). It objectives
are to provide an umbrella framework to all the skill development activities happening in
the country by all the Central Ministries, States and by Private players and to align them
to common standards and to link the collective skilling outputs to the demand centers.
The new policy, apart from laying down the objectives and expected outcomes, also gives
direction to identify the various institutional frameworks which can act as the vehicle to
reach the expected outcomes. The new National Policy also provides lucidity and
coherence on how skill development and competency transfer efforts across the country
can be aligned within the existing institutional arrangements. Thus, this new policy
clearly aims to link skills development to impart right competencies thereby improving
employability and productivity.
The current scenario of skill development in India and its anticipated outcomes is so
intricate that policy makers are totally engrossed to tackle the immediate issues at hand
and struggling to have a viable and effective skill development mechanism with scale,
speed and quality. Apparently, the ecosystem seems to have overlooked another
dimension that may make their efforts even more intricate– it is the advent of Industry 4.0
which is already transitioning and replacing the prescribed tenets of Industry 3.0 since
2013. As per the initial studies from across the globe, Industry 4.0 is likely to make the
current competencies required to do the entry level jobs completely lost, practically in all
sectors. The studies also point to new competencies that will be required resulting in new
types of jobs but fails to predict them as of now – however what is emerging are the
pointers to competencies which will be required in the unforeseen future jobs.
In India, BCG-CII report, CII 15th Manufacturing Summit 2016 NEXT GENERATION
MANUFACTURING [11] evaluates the Indian Manufacturing sector over last three P a g e | 9
decades and puts the growth at 13%, being second highest in world after China. The
report however expresses concern on very low number of new jobs getting created –
pointing at jobless growth considering the government initiatives for the manufacturing
sector. The report also evaluates the learnings of other fast-growing economies across the
world. The report predicts arrival of Cobot (Collaborative Robot) which is designed to
co-work with humans on the shop floor which will transfer the current human shop floor
competencies to them. Such technologies are already in adoption by firms to compete
with known human competencies led manufacturing. The report talks of many more such
technologies under the banner of Industry 4.0 which will make current human
competencies redundant from the shop floor thereby pointing the current competency sets
being taken over completely by Machines in a very near future. BGC-CII report also
studies the Industry 4.0 adoption by the Indian manufacturing and how is it relevant in
the current context. It states that 50% of Indian manufacturers have either already
invested in or in the process of investing in the Industry 4.0 technologies and goes on to
claim that over 80% of Indian Manufacturing will switch over to Industry 4.0
technologies over next decade. The report is upbeat on tremendous reduction on
manufacturing cost and incremented productivity. The report also advises that as
Industry 4.0 technologies descend, it is the responsibility of adopting organizations to
also invest in lifelong learning of their workforce so that it adapts and transform its
current competencies to the new requirements. The report also categorically states that
Government should play a lead role in creating Industry 4.0 ready workforce.
The CII report on ‘Future of Jobs in India: Enterprises and Livelihoods’ published in
2016 [12] goes into in-depth study on the drivers responsible for India’s jobs creation and
sketches possible scenarios which could realistically guide our actions, both in terms of
policy as well as business strategy, in the next decade. The report essentially outlines
eight drivers of job creation and seven imperatives on ‘how’ and ‘what’ aspect of it.
Human Development Report (2016) published by UNDP [13] states that India will face
tremendous challenges over next few decades as working age population has soared to
300 Million whereas the current capacity of the economy can employ just 50% of that.
The report attributes that one of the primary reasons being because of manufacturing
sector is not creating enough jobs in the organized sector and one of the key reasons cited
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is that the current competencies available with the workforce either through formal
training or an informal acquisition are getting redundant with arrival of Industry 4.0.
World Economic Forum [14] in its report “The Future of Jobs” talks of impact of
Industry 4.0 on future of jobs. It says that the developments in artificial intelligence,
robotics, 3D printing, nanotechnology, biotechnology etc. are getting interdependent and
laying the foundation of smart systems that will work comprehensively in our homes,
manufacturing units, farms etc. thereby announcing the arrival of new competencies to be
able to work along with them and probably manage them as well. These systems will
concurrently have direct impact on socio-economic, geo-political and demographic
drivers in multiple directions and catalyzing each other. This change will see a
transformation in lots of competencies required for entry level jobs go into redundancy
(estimated 5.1 Million jobs across 15 major economies by 2020), and new ones with new
competencies growing rapidly and quite a few of existing job competencies transitioning
into new ones. The deliberation on these changes is often divided between those who
predict emergence of limitless new opportunities and others who foresee massive
displacement of jobs. As a matter of fact, the reality is likely to be very specific to the
industry, region and occupation. The report has introduced a new measure – “Skills
Stability” to quantify and gauge the amount or degree of skills/competency disruption
within any occupation in an industry. It also studies and provides an outlook on gender
dynamics as to how the benefits and burdens of Industry 4.0 will get distributed. The
report, overall presents a modest positive outlook for employment across most industries
propelled by job growths in multiple sectors. It further states with conviction that certain
job categories will require higher talent or competencies that what they demand today.
The impact of this has started appearing on the horizon already - major recruitment
challenges and talent/competency shortages now common in most organizations. The
report thus recommends that to avert a worst-case scenario of technological change being
accompanied by shortages of talent/competency, mass unemployment and growing
inequality, it is time now to start re-skilling and up skilling of today’s workforce with
competencies that will be required in near future with advent of Industry 4.0.
The report “Future of Work skills 2020” [15] analyzes the key drivers that will reshape
the landscape of work and identifies key work skills or competencies that will be required
in the coming decade. The report refrains from considering the jobs that will emerge in P a g e | 11
the near future but focuses on future work skills or competencies, its associated
proficiencies and abilities.
Another study worth mentioning is by European Parliament’s Committee on Industry,
Research and Energy (ITRE) [16] This study analyses the Industry 4.0 initiatives which
incorporates the digitalization of production processes based on devices that
automatically communicate with each other in the set value chain. It takes into
consideration the potential of the initiative and business architype changes and impacts of
this transformation. The pointers in this report are very similar to other on the subject –
that current competencies getting lost or getting transformed into new ones and arrival of
new competencies not know today.
Study by Carl Benedikt Frey and Michael A. Osborne in September 2013 – titled “The
Future of Employment: How Susceptible are Jobs to Computerization?” [17] examines
on susceptibility of jobs to computerization and does an estimation on 702 occupations
using a Gaussian process classifier. The study examines’ and estimates impact of future
computerization with prime objective to analyze the number of jobs and the associated
competencies at risk and its relationship between an occupations probability of
computerization, wages and educational attainment. The study predicts approximately
47% of total current occupations and the associated competencies being at risk of being
eliminated or getting transformed into new ones.
EY report “The upside of disruption – Megatrends shaping 2016 and beyond” [18] talks
of eight megatrends for future and one of them being – “The future of work. When
machines become workers, what is the human role?”. This megatrend states that
displacement of labor competencies by technology has been happening from first
industrial revolution. Globalization, trade liberalization and emerging markets have also
been replacing jobs – but predicts that next wave of technology which includes AI,
Robotics, Virtual Reality etc. will make the competencies owned by the blue-collared
labor redundant to levels never seen before. The report further predicts that this time the
displacement impact will be felt greatly even for white-collar and creative worked
competencies like in financial sector, healthcare, robotic surgery and so on and so forth.
Another disruption that is predicted is transformation of current gig-economy (in which
non-employee freelancers provide labor in temporary assignments) to machine economy P a g e | 12
completely driven by AI and robotics, in which the options of human labor will be very
negligible – thus predicting heavy job losses. Thus, future of work that is eminent will be
the one that will disrupt business, government and society. This dismal picture however
takes recourse to history and states that previous experience of automation has resulted in
emergence of new sectors and new forms of employment requiring new competencies–
that we are not able to envision today.
3. Description of Research Work
The World started to rapidly industrialize from the year 1760, labelled as “First
Industrial Revolution” [19], thereby transitioning from age-old traditional hand-
production methods into neo-manufacturing processes that used steam power to run the
machines producing various goods, thereby giving rise to factory system. Thus the “First
Industrial Revolution” saw the competencies developed by mankind over generation to
do hand production fading away and giving way to new job roles and associated
competencies required to operate and produce goods via steam-powered run machines.
The trend has continued for over 250 years from “First Industrial Revolution” to the
now fading “Third Industrial Revolution” [20] in which consistently new job roles and
associated competencies have replaced the earlier ones. However, in upcoming Industry
4.0, the technological advancements have led to very high industrial automation by
imbibing Artificial Intelligence into the manufacturing process – thereby passing off the
manufacturing competencies almost completely from humans to machines. This trend is
a happy moment for the industry as it will lead to heavy reduction in manpower cost but
poses a big question-mark on its impact on employment scenario, as the competencies
required in Industry 4.0 production are still under the wraps and therefore workforce
cannot be skilled on them. It is therefore, feared to have a great unemployment
repercussion due to arrival of Industry 4.0. The impact would be felt most in developing
economies like India which are already grappling with problem of huge unemployed
unskilled youth population. The worry is therefore having no or little knowledge on
emergence of Industry 4.0 jobs with new or re-aligned competencies, for which India
now is not adequately prepared. Thus, on one side new jobs with Industry 4.0
competencies are likely to grapple for takers and on other side India may run the huge
risk of treading into future with fading/ redundant Industry 3.0 competencies skilled
workforce with practically no jobs in hand.
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In this context, as is currently seen, most of the developed economies have formulated
their own strategies to skill their workforce in tandem with emerging technologies to
keep au fait and by being competitive in global markets. Thus, they can maintain their
competitive edge and are able to meet the human and social needs of their small numeric
populace. The economies like India which in-spite of impressive growth in industrial
sector are likely to face a huge employment problem if the re-deployment or
enhancement or acquisition of new competencies does not happen timely in alignment
with descending of Industry 4.0 spread.
Today most research and development in Industry 4.0 is happening in the Western
worlds. India does not have or has a limited pre-view to what technologies are
forthcoming and therefore unable to predict and prepare its workforce to Industry 4.0
automation related competencies.
This thesis, is an attempt to do analysis of Industry 4.0 Framework, Challenges and
Perspectives, in context of India. It will also do analysis of Indian preparedness for the
future challenge in this theme, the sensitization on acquisition of the Industry 4.0
competencies - that will be required to sustain both in domestic market and future global
markets and will propose recommendations for an effective Industry 4.0 implementation
strategy for the Indian decision makers.
4. Research Methodology
The Research Methodology will comprise of comprehensive review and strategic
analysis of existing global literature on the topic, either directly or indirectly, in parallel
with the analysis of questionnaires and data analysis performed by entities representing
the Industry 4.0, both on national and on global fronts. The results found by this
multilevel analysis, will help do critical assessment of the competencies and their
relationship with workforce development in India over next decade.
Broadly the Research Methodology will comprise of four components viz. Data
Collection, Questionnaire, Sample Selection and Data Analysis.
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4.1 Data Collection
Data collection would be done under two categories – primary and secondary.
4.1.1 Primary Data Collection: To study the competencies currently required
both by the Manufacturing and Services sector in India, a survey study
will be conducted of an estimated 250 to 300 respondents. In addition,
they will also be surveyed on kind of investments they see happening
pertaining to Industry 4.0 in the irrespective organizations over next
decade and kind of new competencies they expect that workforce should
have to match the modern technology. For this purpose, an appropriate
competency survey tool will be developed keeping in view the surveys,
domestic needs and project made by various authorized agencies like
Ministry of Skill Development and Entrepreneurship and Industry bodies
like CII, FICCI, ASSOCHAM etc. or leading consulting organization like
EY, KPMG etc. This tool will also be used to assess the effectiveness of
PPP model of skill development. This survey tool will also cover a
comprehensive framework of existing and required dimension of
competencies from industry 4.0.
4.1.2 Secondary Data Collection: The information to do assessment of the
efforts being done on workforce development in India will be done via
secondary data scanned from various Government websites, like that of
Ministry of Skill Development and Entrepreneurship (MoSDE), National
Skill Development Corporation (NSDC), various State Skill Missions,
Also, to do a critical assessment of Competencies Projection for Industry
4.0 for the Next Decade would also be done out of researching the
secondary data available on various national and international studies done
of Industry 4.0.Papers presented by CII, FICCI and various consulting
organizations like BCG, EY, KPMG etc. and those of multilateral
organizations active in the space like ADB, World Bank, UNESCO etc.
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4.2 Questionnaires
Questionnaires would be both of quantitative and qualitative types. Under the quantitative
category the questions would - close-ended with multiple choice answer options,
dichotomous questions having yes or no options or scaling/ranking questions. The
answers obtained from this type would be typically analyzed using pie-charts, bar-charts
and percentages. On the other hand, the qualitative category will have open ended
questionnaire and will involve discussions and critical analysis would be done without
the use of any numbers or any calculations. Expected number of questions in the
questionnaire would be in the range of approximately 30 to 40 which will appear in a
logical order and will be formulated in an unambiguous and straightforward manner.
Mix of methods will be used to capture data for the questionnaire – the prime method will
be online – using Survey Monkey as it has ease of use, offers flexibility in presentation of
the questions in varied formats and advanced data analysis capabilities. Alternatively,
some of the key respondents for qualitative survey will be either met in person or called
telephonically to gather responses to the questionnaire.
4.3 Sample Selection
Sample selection will be via “Cluster Sampling” method, as the targeted clusters
are heterogenous. Herein, each cluster will be representative of the population that
is being targeted for the survey. Within cluster sampling, two-stage sampling
method will be adopted wherein a subset of elements within selected clusters will
be randomly selected for inclusion in the sample.
Broadly three clusters will be looked for sample selection – viz. Industries
transiting from Industry 3.0 to Industry 4.0, Academia and Policy Makers. The
Industry cluster will be further sub-divided into Manufacturing and Services
segment. In both the segments – the new ones of foreign origin who are setting
manufacturing bases in India as part of “Make in India” call and the existing ones
in the country will be included. The second cluster comprising of Academic and
Training Organizations will cover both the ones in India and the ones which are
P a g e | 16
overseas. The third cluster comprising of policy makers and direct implementers
thereof in the country responsible for “Make in India” [21] and “Skill India” [22].
This cluster will comprise the sample both from Center and from State
Government.
4.4 Data Analysis
The final discussion in the Methodology chapter will be about the methods of data
analysis comprising of both the qualitative and quantitative data. In the qualitative
research which will comprise of one-on-one interviews, focus group discussions,
telephonic interviews etc. data analysis will involve identification of common
patterns within the responses and then analyzing them critically to evaluate them
in context of achievements of the aims and objectives set in this research. On the
other hand, data analysis pertaining to quantitative research will comprise of
critical analysis of various figures and numbers leading to logical interpretations
and attempt to establish the rationale behind the emergence of primary findings.
Once the primary findings are established – both for qualitative and quantitative
data, then a comparison of them with the findings of the literature review will be
done. To achieve the correct data analysis for validating the findings, following
requirements will have to be fulfilled:
The description of objectives is well articulated, variables are defined in detail
and conclusions well evaluated
The objectives chosen for the study are adequately reasoned and documented
with necessary explanation.
Necessary clarification with precise estimate and explicit acknowledgement of
bias, if any, in identification and selection of the objectives in the research
A comprehensive description and evaluation on the quantum of heterogeneity
in the reviewed sample size during the study
P a g e | 17
Finally, a well-articulated elucidation of the techniques identified for
deployment get evaluated for the varied studies done during the research
5. Proposed Outcomes
This thesis proposes two clear deliverables – first one being to critically evaluate the
prevailing workforce development in India in the backdrop of current competencies
requirement and the gaps between the required and what is available. The second
deliverable being examination of current skill development requirement and its
preparedness for preparing for competencies that will emerge in future in relevance to
Industry 4.0 in India.
Thus, the proposed outcome of this thesis will be more strategic than operational as it
will critically examine existing eco-system of competency development and clarify on
the existing weakness in the backdrop of fast approaching Industry 4.0, so that a
roadmap could be developed for developing Industry 4.0 competencies in context of
India.
6. References: 1. National Skills Policy 2015 - http://www.skilldevelopment.gov.in/National-Policy-
2015.html2. BCG-CII Report – Next Generation Manufacturing – CII 15th Manufacturing Summit
2016 - https://media-publications.bcg.com/BCG-CII-Report-Next-Gen-Mfg-Nov-2016.PDF
3. National Skills Policy 2009 - http://www.skilldevelopment.gov.in/assets/images/NationalSkillDevelopmentPolicyMar09.pdf
4. NSSO 68th Round - http://mail.mospi.gov.in/index.php/catalog/1435. 11th Five Year Plan –
http://planningcommission.nic.in/plans/planrel/fiveyr/11th/11_v1/11th_vol1.pdf6. National Skill Development Corporation - www.nsdcindia.org/7. STAR scheme - http://www.skilldevelopment.gov.in/star.html8. Ministry of Skill Development and Entrepreneurship -
http://www.skilldevelopment.gov.in/9. PMKVY scheme - http://www.skilldevelopment.gov.in/pmkvy.html10. National Skills Policy 2015 - http://www.skilldevelopment.gov.in/National-Policy-
2015.html11. BCG-CII report, CII 15th Manufacturing Summit 2016 NEXT GENERATION
MANUFACTURING - http://image-src.bcg.com/Images/BCG-CII-Report-Next-Gen-Mfg-Nov-2016_tcm21-109385.PDF
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12. The CII report on ‘Future of Jobs in India: Enterprises and Livelihoods’ published in 2016 - http://ciiblog.in/cii-report-on-future-of-jobs-in-india-enterprises-and-livelihoods/
13. Human Development Report (2016) published by UNDP - http://hdr.undp.org/sites/default/files/2016_human_development_report.pdf
14. World Economic Forum - https://www.weforum.org/reports/the-future-of-jobs15. Future of Work skills 2020- http://www.iftf.org/futureworkskills16. European Parliament’s Committee on Industry, Research and Energy (ITRE).
http://www.europarl.europa.eu/RegData/etudes/STUD/2016/570007/IPOL_STU(2016)570007_EN.pdf
17. Study by Carl Benedikt Frey and Michael A. Osborne in September 2013 – titled “The Future of Employment - https://www.oxfordmartin.ox.ac.uk/downloads/academic/future-of-employment.pdf
18. EY report “The upside of disruption – Megatrends shaping 2016 and beyond” - http://www.ey.com/gl/en/issues/business-environment/ey-megatrends
19. The Industrial Revolution - https://firstindustrialrevolution.weebly.com/index.html20. Welcome to the Third Industrial Revolution -
http://whartonmagazine.com/issues/summer-2015/welcome-to-the-third-industrial-revolution/#sthash.jneQQWBy.dpbs
21. Make in India - http://www.makeinindia.com/about22. Skill India - http://www.narendramodi.in/pm-s-remarks-at-the-launch-of-skill-india--
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