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International Journal of Trend in Scientific Research and Development (IJTSRD)
Volume 6 Issue 4, May-June 2022 Available Online: www.ijtsrd.com e-ISSN: 2456 – 6470
@ IJTSRD | Unique Paper ID – IJTSRD50152 | Volume – 6 | Issue – 4 | May-June 2022 Page 709
Sectoral Linkages of Output and Employment;
Reflections on the Indian Economy
Altaf Hussain Padder*, B Mathavan
Department of Economics, Annamalai University, Chidambaram, Tamil Nadu, India
ABSTRACT
Economic development is defined as a sustained increase in output
per capita, as well as structural changes in productive capacity and
employment. A major aspect of current growth is a shift in labour
from agricultural to non-agricultural output. As a result of structural
transformation, which is pulling labour away from agriculture and
into non-agricultural sectors at a rate determined by the labour
absorbing intensity of the industrial and service sectors, the rate of
employment growth is rapidlyincreasing. India's employment growth
in agriculture and industry has slowed in a high-growth economy.
The present paper tried to analyze the sectoral changes in
employment across the broad economic sectors in the Indian
economy during the pot-reform period. The study is based on the
secondary data collected from the World Development Indicators
from 1991 to 2020. Proportionate analysis and polynomial regression
function were used to identify the nature and growth of sectoral
employment in the Indian economy. In this study, a comparison of
growth of income, employment and labour productivitywill be made
to assess the nature of sectoral changes in the Indian economy.
KEYWORDS: Employment, Sectoral Employment Changes, Gross
Domestic Product, Per-capita income
How to cite this paper: Altaf Hussain
Padder | B Mathavan "Sectoral Linkages
of Output and Employment; Reflections
on the Indian Economy" Published in
International Journal
of Trend in
Scientific Research
and Development
(ijtsrd), ISSN: 2456-
6470, Volume-6 |
Issue-4, June 2022,
pp.709-714, URL:
www.ijtsrd.com/papers/ijtsrd50152.pdf
Copyright © 2022 by author(s) and
International Journal of Trend in
Scientific Research and Development
Journal. This is an
Open Access article
distributed under the
terms of the Creative Commons
Attribution License (CC BY 4.0)
(http://creativecommons.org/licenses/by/4.0)
INTRODUCTION
Economic development is defined as a sustained
increase in output per capita, as well as structural
improvements in productive capacity and
employment. The present economic system fails to
provide ongoing employment for all people who want
to work. This is usually seen as one of the system's
major flaws, and solutions to the problem are
regularly advocated. Even with an 8 per cent plus
growth rate, the employment situation remains almost
stagnant in a high-growth regime, with not enough
jobs being generated in the economy (Chowdhury,
2011). The Indian economy's nearly jobless growth is
accompanied by a considerable drop in the labour
force participation rate. Despite the significant
increase in the services sector's share of GDP over
time, the agriculture sector continues to play an
essential role in determining the economy's overall
growth rate through demand linkages with other
sectors (Sastry, Singh, Bhattacharya, & Unnikrishnan,
2003). In the post-reform period, there has been a
greater change in employment shares of total
employment than in the pre-reform period
(Ramaswamy, 2007). Since the beginning of
economic reforms, the rate of increase in the gross
domestic product and agricultural employment has
slowed dramatically (Roy, 2017; Ramaswamy, 2007).
As a result, considering the industry's pride of place
as the "engine of growth," the employment proportion
of manufacturing in a high-growth regime in India is
disconcerting (Roy S., 2016). The Indian economy
has seen a tremendous boost in growth and
development since the implementation of the new
economic policy. More employment opportunities, as
well as a major reduction in poverty and inequality,
were projected when industrial controls and trade
restrictions were eliminated. However, evidence
suggests that sluggish employment growth articulates
post-reform economic policy. Official figures show
that the economy's annual average growth rate from
1990 to 2010 was between 7-8%, with the rate
reaching nearly 9% during the last four years of the
10th Plan, despite a low annual rate of employment
growth, which some critics have dubbed "jobless"
growth (Padder, 2018).
IJTSRD50152
International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD50152 | Volume – 6 | Issue – 4 | May-June 2022 Page 710
The most startling fact about India's growth is the
bizarre turnaround in nearly all growth performance
indicators after 1980. Total factor productivity
increased at a rate of over 2% per year in the 1960s
and 1980s, and this trend continued for the next two
decades (Subramanian, 2007). Between 1960 and
1986, India's authentic domestic product grew at a
faster rate than agriculture and its related sectors, and
it became the most important source of labour
absorption in absolute and relative terms
(Thamarajakshi, 1989). During the same period, the
rate of industrial growth increased, but it lagged
behind the share of employment. Although the
reforms of the 1980s increased growth, there is no
evidence that they had an impact on the rate of
expansion in critical sectors such as agriculture,
industry, or services. The period before 1980 was
marked by a slower rate of accelerated expansion than
the subsequent period, but it was also the period when
the industrial sector played a significant role in
driving output growth. After 1980, rapid growth was
accompanied by the services sector displacing
industry as the most important sector. The Indian
economy has grown rapidly in terms of GDP since
the implementation of new economic reforms, but
employment has slowed (Padder & Mathavan, 2021).
In primary and secondary sectors, the use of more
capital-intensive product inputs, declining labour-
intensive productivity and stagnant GDP share lead to
a high rate of transformation into unproductive
sectors and more unemployment in the post-reform
period compared to the pre-reform period. In today's
policy debates, structural renovation is receiving a lot
of attention, while some observers argue that sectoral
reallocation of economic activities is inefficient.
During the pre-reform period, India completed the
first phase of structural changes across sectors and
sectoral employment diversification. Since the initial
studies of economic growth by Fisher (1952), Clark
(1951), and Kuznets (1951), structural shifts in output
and employment have always accompanied a
prolonged and rapid growth of a country’s per-capita
output (Mazumdar, 2010).
During the period of the post-reform, the present
study aimed to assess the sectoral changes in
employment across the broad economic sectors in the
Indian economy. The study is based on data from the
World Development Indicators, which covers the
years 1991 to 2020. The nature and growth of sectoral
employment in the Indian economy were determined
using proportionate analysis and polynomial
regression functions. A comparison of income,
employment, and labour productivity growth will be
made in this study to assess the nature of sectoral
changes in the Indian economy. A persistent rise in
output per capita, along with structural changes in
productive capacity and employment, is considered a
sign of economic development. A shift in labour from
agricultural to non-agricultural output is a major
aspect of current growth. The pace of employment
growth is expanding rapidly as a result of structural
transformation, which is pulling labour away from
agriculture and into non-agricultural sectors at a rate
determined by the industrial and service sector's
labour absorbing intensity. In a high-growth
economy, India's employment growth in agriculture
and industry has slowed.
Share of Sectoral Output and Employment
Figure 1 and 1-A, represents the percentage share of
sectoral output to the GDP and sectoral employment
to the total employment intending to identify the
output and employment condition during the post-
reform in the Indian economy. During the period
from 1991 to 2006, the share of agriculture output has
declined rapidly. Since 2006-07, the share of
International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD50152 | Volume – 6 | Issue – 4 | May-June 2022 Page 711
agricultural output has declined slowly up to 2019.
Whereas, the share of industrial output to the GDP
has almost remained stagnant since the new economic
reforms around 2000. However, the share of
industrial output has rapidly increased from 2000
onwards up to 2008-09 and has rapidly fallen up to
2019. Instead of the agriculture and industry, the
percentage share of services output has constantly
increased and touches around 50 per cent of the total
GDP, since the initiation of the new economic
reforms in the Indian economy.
In terms of sectoral employment, there is a steep fall
in employment in the agriculture sector over the
period. However, the share of employment has shown
a marginal increase in the industry and services
sectors. It can be noted from Figure 1-A, that during
the recent decade (2011-12 to 2018-19), the
absorption of labour or workforce in the industry
sector has remained stagnant. In other words, the
industrial sector of the Indian economyis incapable to
create jobs or absorbing the labour coming from
agriculture. It is worth noting that the share of
services towards the GDP has reached more than 50
per cents, and is contributing to just 30 per cent of the
workforce in the Indian economy as of 2019.
Annual Change and Trends of Sectoral Output and Employment
The annual change and trends of sectoral output and employment in the Indian economy are portrayed in Figures
2 and 2-A. It has been observed from figure 2, that the trends of sectoral output among the broad economic
sectors have remained almost constant since the initiation of new economic reforms in the Indian economy.
During the period from 1991 to 2020, the output of the services sector has shown the highest jump between 1991
to 1995 and again between 2000 to 2005-06. Among the broad economic sectors, the industrial sector has shown
the least annual changes in the sectoral output as compared to other sectors over the period.
In terms of employment, the annual changes in sectoral employment are quite opposite to the share of sectoral
employment. During the first decade of new economic reforms, employment in agriculture and industry has
shown a marginal declining fall up to 2004-05 portrayed in Figure 2-A. However, concerning the annual change
of employment in the service sector, it has shown an increased slope from 1991 to around 2005, and also
between 2008-09 to 2011-12. It can be noted that after 2005-06, there has been a sharp fall in employment
among all the broad economic sectors and in which industrial sector has shown the highest declined to fall in
employment around in the year 2012-13. It has been observed from figure 2-A, that the employment elasticity
over the period among all the broad sectors has shown declined trend.
Annual Change in Labour Productivity
Figure 3 represents the labour productivity of total and across the broad economic sectors in the Indian economy
from 1991 to 2019. We have seen from figure 2-A, that employment across the broad economic sectors has
shown a declined trend over the period. However, during the same period, labour productivity has shown an
upward trend. It can be noted that except for the services sector, the total labour productivity and the labour
productivity in the agriculture and industry sectors have increased marginally up to 2000-01. The labour
productivity across all the economic broad sectors has rapidly increased from 2005, except in the industrial
sector where it has shown marginal improvement up to 2019.
International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD50152 | Volume – 6 | Issue – 4 | May-June 2022 Page 712
Source: Computed by Author
Nature and Growth of Employment Across Sectors
The nature and growth of sectoral employment concerning the GDP per-capita income in the Indian economy
are portrayed in Table 1. The polynomial regression functions were used to identify the nature and direction of
employment across the broad economic sector concerning the GDP per-capita income over the period from 1991
to 2019 in the Indian economy. Table 1 represents the results of the polynomial regression functions of the
sectoral employment at b1, b2 and b3, indicating linear, quadratic and cubic polynomials, respectively. The
sectoral wise nature and direction of sectoral output and employment are explained under the following sub-
headings.
Table 1, Results of Polynomial Regression Functions
Economic Indicators b1 b2 b3 Sig F Value R2
Agricultural Output -12.040 0.000 835.781 0.969
Agricultural Employment -5.141 0.000 5117.264 0.997
Industrial Output -5.102 0.000 12.608 0.602
Industrial Employment -1.651 0.000 1165.250 0.993
Services Output 8.625 0.000 898.942 0.971
Services Employment -7.063 0.000 2426.000 0.997
Source: Own Elaboration
Agriculture Sector
It has been analyzed from table 1, that the agriculture output since the initiation of new economic reforms has
rapidly declined at the rate of -12.04 per cent with the increase in the GDP per-capita income and has pulled
down the employment level at -5.14 per cent over the period. The estimated value of R2
equals 0.96 and was
found statically significant at a 5 per cent level of significance. The direction of both the agricultural output and
employment has shown a downward trend that fits the linear and quadratic functions, respectively. The figure
indicated that with the growing rate of per-capita income, output and employment have declined rapidly over the
period.
International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD50152 | Volume – 6 | Issue – 4 | May-June 2022 Page 713
Source: Extracted from Table 1.
Industrial Sector
Source: Extracted from Table 1.
The share of industrial output and employment concerning the increase in GDP per-capita income has decreased
at the rate of -5.14 and -.1.65 per cent over the period reported in Table 1. It has been observed from the above
figure, that the share of industrial output has initially started with the increase in GDP per-capita income up to
the period 1997-98. From the year 1997-98 up to the period 2014-15, the share of industrial output has increased
and started to fall more rapidly than after. However, during the period from 1991 to 2019, the share of
employment has not shown any upward movement and has declined sharply. It means, there is no effect of GDP
per-capita income and industrial output on employment. So, during the period from 1991 to 2019, the share of
employment in the industrial sector has declined with the increase in per-capita income of the Indian economy.
Services Sector
Apart from the others, the share of the services sector has shown an increasing trend concerning the increase in
GDP per-capita income at the rate of 8.62 per cent over the period. However, the employees concerning the
increased sectoral share of output in the services have gone down rapidly at the rate of -7.06 per cent since the
initiation of the new economic reforms in the Indian economy, reported in Table 1. Similarly, the direction of the
share of services output and employment have moved oppositely. It has been observed from the figure, that the
slope is Extracted from Table 1.
the services output curve has an upward slope whereas, the slope of employment has a downward slope with the
increase in the GDP per-capita income from 1991 to 2019. This indicated that the services sector is incapable to
create jobs in the Indian economy since the new economic reforms.
International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD50152 | Volume – 6 | Issue – 4 | May-June 2022 Page 714
Conclusion
The present study analyzed the economic structure
and employment in the Indian economy over the
period from 1991 to 2019. The data were collected
from the World Development Indicators during the
period from 1991 to 2019. It has been found from the
analyses that the condition of employment in the
Indian economy concerning the sectoral output and
GDP per-capita income has deteriorated over the
period. The share of employment to the total
employment has declined in the agricultural sector,
whereas in industry and services, the share has
marginally increased over the period. However,
sectoral employment has shown a rapid fall in terms
of the annual change concerning the annual changes
in the sectoral output over the period from 1991 to
2019. The labour productivity has increased among
the sectors with the downfall of the actual
employment in the Indian economy. The nature and
direction of employment among the sectors except
agriculture have moved oppositely and are incapable
to generate more jobs over the period rather lead
jobless growth.
References
[1] Chowdhury, S. (2011). Employment in India:
What Does the Latest Data Show? Economic
and Political Weekly, 23-26.
[2] Mazumdar, S. (2010). Industry and Services in
Growth and Structural Change in India; Some
Unexplored Features. New Delhi: Institute for
Studies in Industrial Development.
[3] Padder, A. H. (2018). Changing Pattern of
Economic Development and Employment in
India: An Interstate Analysis. Social Science
and Humanities International, 1-29.
[4] Padder, A. H., & Mathavan, B. (2021). The
Relationship between Unemployment and
Economic Growth in India: Granger Causality
Approach. NVEO-NATURAL VOLATILES &
ESSENTIAL OILS Journal| NVEO, 8(4), 1265-
71. Retrieved from
https://www.nveo.org/index.php/journal/article/
view/261
[5] Ramaswamy, K. V. (2007). Regional
Dimension of Growth and Employment.
Economic and Political Weekly, 47-56.
[6] Roy, S. (2016). Faltering Manufacturing
Growth and Employment: Is 'Making' the
Answer? Economic and Political Weekly,
51(13), 35-42. Retrieved from
https://www.epw.in/journal/2016/13/special-
articles/faltering-manufacturing-growth-and-
employment.html
[7] Roy, S. D. (2017). Economic Reforms and
Agricultural Growth in India. Economic and
Political Weekly, 67-72.
[8] Sastry, D., Singh, B., Bhattacharya, K., &
Unnikrishnan, N. (2003). Sectoral Linkages and
Growth Prospects Reflections on the Indian
Economy. Economic and Political
Weekly(Special Issue), 2390-2397.
[9] Subramanian. (2007). "Growth Experience" in
Kaushik Basu (ed.). New Delhi: The Oxford
Companion to Economics in India.
[10] Thamarajakshi, R. (1989). Agricultural Growth,
Rural Development and Employment
Generation. Economic and Political Weekly, A-
5 - A-8.

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Sectoral Linkages of Output and Employment Reflections on the Indian Economy

  • 1. International Journal of Trend in Scientific Research and Development (IJTSRD) Volume 6 Issue 4, May-June 2022 Available Online: www.ijtsrd.com e-ISSN: 2456 – 6470 @ IJTSRD | Unique Paper ID – IJTSRD50152 | Volume – 6 | Issue – 4 | May-June 2022 Page 709 Sectoral Linkages of Output and Employment; Reflections on the Indian Economy Altaf Hussain Padder*, B Mathavan Department of Economics, Annamalai University, Chidambaram, Tamil Nadu, India ABSTRACT Economic development is defined as a sustained increase in output per capita, as well as structural changes in productive capacity and employment. A major aspect of current growth is a shift in labour from agricultural to non-agricultural output. As a result of structural transformation, which is pulling labour away from agriculture and into non-agricultural sectors at a rate determined by the labour absorbing intensity of the industrial and service sectors, the rate of employment growth is rapidlyincreasing. India's employment growth in agriculture and industry has slowed in a high-growth economy. The present paper tried to analyze the sectoral changes in employment across the broad economic sectors in the Indian economy during the pot-reform period. The study is based on the secondary data collected from the World Development Indicators from 1991 to 2020. Proportionate analysis and polynomial regression function were used to identify the nature and growth of sectoral employment in the Indian economy. In this study, a comparison of growth of income, employment and labour productivitywill be made to assess the nature of sectoral changes in the Indian economy. KEYWORDS: Employment, Sectoral Employment Changes, Gross Domestic Product, Per-capita income How to cite this paper: Altaf Hussain Padder | B Mathavan "Sectoral Linkages of Output and Employment; Reflections on the Indian Economy" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456- 6470, Volume-6 | Issue-4, June 2022, pp.709-714, URL: www.ijtsrd.com/papers/ijtsrd50152.pdf Copyright © 2022 by author(s) and International Journal of Trend in Scientific Research and Development Journal. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0) (http://creativecommons.org/licenses/by/4.0) INTRODUCTION Economic development is defined as a sustained increase in output per capita, as well as structural improvements in productive capacity and employment. The present economic system fails to provide ongoing employment for all people who want to work. This is usually seen as one of the system's major flaws, and solutions to the problem are regularly advocated. Even with an 8 per cent plus growth rate, the employment situation remains almost stagnant in a high-growth regime, with not enough jobs being generated in the economy (Chowdhury, 2011). The Indian economy's nearly jobless growth is accompanied by a considerable drop in the labour force participation rate. Despite the significant increase in the services sector's share of GDP over time, the agriculture sector continues to play an essential role in determining the economy's overall growth rate through demand linkages with other sectors (Sastry, Singh, Bhattacharya, & Unnikrishnan, 2003). In the post-reform period, there has been a greater change in employment shares of total employment than in the pre-reform period (Ramaswamy, 2007). Since the beginning of economic reforms, the rate of increase in the gross domestic product and agricultural employment has slowed dramatically (Roy, 2017; Ramaswamy, 2007). As a result, considering the industry's pride of place as the "engine of growth," the employment proportion of manufacturing in a high-growth regime in India is disconcerting (Roy S., 2016). The Indian economy has seen a tremendous boost in growth and development since the implementation of the new economic policy. More employment opportunities, as well as a major reduction in poverty and inequality, were projected when industrial controls and trade restrictions were eliminated. However, evidence suggests that sluggish employment growth articulates post-reform economic policy. Official figures show that the economy's annual average growth rate from 1990 to 2010 was between 7-8%, with the rate reaching nearly 9% during the last four years of the 10th Plan, despite a low annual rate of employment growth, which some critics have dubbed "jobless" growth (Padder, 2018). IJTSRD50152
  • 2. International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD50152 | Volume – 6 | Issue – 4 | May-June 2022 Page 710 The most startling fact about India's growth is the bizarre turnaround in nearly all growth performance indicators after 1980. Total factor productivity increased at a rate of over 2% per year in the 1960s and 1980s, and this trend continued for the next two decades (Subramanian, 2007). Between 1960 and 1986, India's authentic domestic product grew at a faster rate than agriculture and its related sectors, and it became the most important source of labour absorption in absolute and relative terms (Thamarajakshi, 1989). During the same period, the rate of industrial growth increased, but it lagged behind the share of employment. Although the reforms of the 1980s increased growth, there is no evidence that they had an impact on the rate of expansion in critical sectors such as agriculture, industry, or services. The period before 1980 was marked by a slower rate of accelerated expansion than the subsequent period, but it was also the period when the industrial sector played a significant role in driving output growth. After 1980, rapid growth was accompanied by the services sector displacing industry as the most important sector. The Indian economy has grown rapidly in terms of GDP since the implementation of new economic reforms, but employment has slowed (Padder & Mathavan, 2021). In primary and secondary sectors, the use of more capital-intensive product inputs, declining labour- intensive productivity and stagnant GDP share lead to a high rate of transformation into unproductive sectors and more unemployment in the post-reform period compared to the pre-reform period. In today's policy debates, structural renovation is receiving a lot of attention, while some observers argue that sectoral reallocation of economic activities is inefficient. During the pre-reform period, India completed the first phase of structural changes across sectors and sectoral employment diversification. Since the initial studies of economic growth by Fisher (1952), Clark (1951), and Kuznets (1951), structural shifts in output and employment have always accompanied a prolonged and rapid growth of a country’s per-capita output (Mazumdar, 2010). During the period of the post-reform, the present study aimed to assess the sectoral changes in employment across the broad economic sectors in the Indian economy. The study is based on data from the World Development Indicators, which covers the years 1991 to 2020. The nature and growth of sectoral employment in the Indian economy were determined using proportionate analysis and polynomial regression functions. A comparison of income, employment, and labour productivity growth will be made in this study to assess the nature of sectoral changes in the Indian economy. A persistent rise in output per capita, along with structural changes in productive capacity and employment, is considered a sign of economic development. A shift in labour from agricultural to non-agricultural output is a major aspect of current growth. The pace of employment growth is expanding rapidly as a result of structural transformation, which is pulling labour away from agriculture and into non-agricultural sectors at a rate determined by the industrial and service sector's labour absorbing intensity. In a high-growth economy, India's employment growth in agriculture and industry has slowed. Share of Sectoral Output and Employment Figure 1 and 1-A, represents the percentage share of sectoral output to the GDP and sectoral employment to the total employment intending to identify the output and employment condition during the post- reform in the Indian economy. During the period from 1991 to 2006, the share of agriculture output has declined rapidly. Since 2006-07, the share of
  • 3. International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD50152 | Volume – 6 | Issue – 4 | May-June 2022 Page 711 agricultural output has declined slowly up to 2019. Whereas, the share of industrial output to the GDP has almost remained stagnant since the new economic reforms around 2000. However, the share of industrial output has rapidly increased from 2000 onwards up to 2008-09 and has rapidly fallen up to 2019. Instead of the agriculture and industry, the percentage share of services output has constantly increased and touches around 50 per cent of the total GDP, since the initiation of the new economic reforms in the Indian economy. In terms of sectoral employment, there is a steep fall in employment in the agriculture sector over the period. However, the share of employment has shown a marginal increase in the industry and services sectors. It can be noted from Figure 1-A, that during the recent decade (2011-12 to 2018-19), the absorption of labour or workforce in the industry sector has remained stagnant. In other words, the industrial sector of the Indian economyis incapable to create jobs or absorbing the labour coming from agriculture. It is worth noting that the share of services towards the GDP has reached more than 50 per cents, and is contributing to just 30 per cent of the workforce in the Indian economy as of 2019. Annual Change and Trends of Sectoral Output and Employment The annual change and trends of sectoral output and employment in the Indian economy are portrayed in Figures 2 and 2-A. It has been observed from figure 2, that the trends of sectoral output among the broad economic sectors have remained almost constant since the initiation of new economic reforms in the Indian economy. During the period from 1991 to 2020, the output of the services sector has shown the highest jump between 1991 to 1995 and again between 2000 to 2005-06. Among the broad economic sectors, the industrial sector has shown the least annual changes in the sectoral output as compared to other sectors over the period. In terms of employment, the annual changes in sectoral employment are quite opposite to the share of sectoral employment. During the first decade of new economic reforms, employment in agriculture and industry has shown a marginal declining fall up to 2004-05 portrayed in Figure 2-A. However, concerning the annual change of employment in the service sector, it has shown an increased slope from 1991 to around 2005, and also between 2008-09 to 2011-12. It can be noted that after 2005-06, there has been a sharp fall in employment among all the broad economic sectors and in which industrial sector has shown the highest declined to fall in employment around in the year 2012-13. It has been observed from figure 2-A, that the employment elasticity over the period among all the broad sectors has shown declined trend. Annual Change in Labour Productivity Figure 3 represents the labour productivity of total and across the broad economic sectors in the Indian economy from 1991 to 2019. We have seen from figure 2-A, that employment across the broad economic sectors has shown a declined trend over the period. However, during the same period, labour productivity has shown an upward trend. It can be noted that except for the services sector, the total labour productivity and the labour productivity in the agriculture and industry sectors have increased marginally up to 2000-01. The labour productivity across all the economic broad sectors has rapidly increased from 2005, except in the industrial sector where it has shown marginal improvement up to 2019.
  • 4. International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD50152 | Volume – 6 | Issue – 4 | May-June 2022 Page 712 Source: Computed by Author Nature and Growth of Employment Across Sectors The nature and growth of sectoral employment concerning the GDP per-capita income in the Indian economy are portrayed in Table 1. The polynomial regression functions were used to identify the nature and direction of employment across the broad economic sector concerning the GDP per-capita income over the period from 1991 to 2019 in the Indian economy. Table 1 represents the results of the polynomial regression functions of the sectoral employment at b1, b2 and b3, indicating linear, quadratic and cubic polynomials, respectively. The sectoral wise nature and direction of sectoral output and employment are explained under the following sub- headings. Table 1, Results of Polynomial Regression Functions Economic Indicators b1 b2 b3 Sig F Value R2 Agricultural Output -12.040 0.000 835.781 0.969 Agricultural Employment -5.141 0.000 5117.264 0.997 Industrial Output -5.102 0.000 12.608 0.602 Industrial Employment -1.651 0.000 1165.250 0.993 Services Output 8.625 0.000 898.942 0.971 Services Employment -7.063 0.000 2426.000 0.997 Source: Own Elaboration Agriculture Sector It has been analyzed from table 1, that the agriculture output since the initiation of new economic reforms has rapidly declined at the rate of -12.04 per cent with the increase in the GDP per-capita income and has pulled down the employment level at -5.14 per cent over the period. The estimated value of R2 equals 0.96 and was found statically significant at a 5 per cent level of significance. The direction of both the agricultural output and employment has shown a downward trend that fits the linear and quadratic functions, respectively. The figure indicated that with the growing rate of per-capita income, output and employment have declined rapidly over the period.
  • 5. International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD50152 | Volume – 6 | Issue – 4 | May-June 2022 Page 713 Source: Extracted from Table 1. Industrial Sector Source: Extracted from Table 1. The share of industrial output and employment concerning the increase in GDP per-capita income has decreased at the rate of -5.14 and -.1.65 per cent over the period reported in Table 1. It has been observed from the above figure, that the share of industrial output has initially started with the increase in GDP per-capita income up to the period 1997-98. From the year 1997-98 up to the period 2014-15, the share of industrial output has increased and started to fall more rapidly than after. However, during the period from 1991 to 2019, the share of employment has not shown any upward movement and has declined sharply. It means, there is no effect of GDP per-capita income and industrial output on employment. So, during the period from 1991 to 2019, the share of employment in the industrial sector has declined with the increase in per-capita income of the Indian economy. Services Sector Apart from the others, the share of the services sector has shown an increasing trend concerning the increase in GDP per-capita income at the rate of 8.62 per cent over the period. However, the employees concerning the increased sectoral share of output in the services have gone down rapidly at the rate of -7.06 per cent since the initiation of the new economic reforms in the Indian economy, reported in Table 1. Similarly, the direction of the share of services output and employment have moved oppositely. It has been observed from the figure, that the slope is Extracted from Table 1. the services output curve has an upward slope whereas, the slope of employment has a downward slope with the increase in the GDP per-capita income from 1991 to 2019. This indicated that the services sector is incapable to create jobs in the Indian economy since the new economic reforms.
  • 6. International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD50152 | Volume – 6 | Issue – 4 | May-June 2022 Page 714 Conclusion The present study analyzed the economic structure and employment in the Indian economy over the period from 1991 to 2019. The data were collected from the World Development Indicators during the period from 1991 to 2019. It has been found from the analyses that the condition of employment in the Indian economy concerning the sectoral output and GDP per-capita income has deteriorated over the period. The share of employment to the total employment has declined in the agricultural sector, whereas in industry and services, the share has marginally increased over the period. However, sectoral employment has shown a rapid fall in terms of the annual change concerning the annual changes in the sectoral output over the period from 1991 to 2019. The labour productivity has increased among the sectors with the downfall of the actual employment in the Indian economy. The nature and direction of employment among the sectors except agriculture have moved oppositely and are incapable to generate more jobs over the period rather lead jobless growth. References [1] Chowdhury, S. (2011). Employment in India: What Does the Latest Data Show? Economic and Political Weekly, 23-26. [2] Mazumdar, S. (2010). Industry and Services in Growth and Structural Change in India; Some Unexplored Features. New Delhi: Institute for Studies in Industrial Development. [3] Padder, A. H. (2018). Changing Pattern of Economic Development and Employment in India: An Interstate Analysis. Social Science and Humanities International, 1-29. [4] Padder, A. H., & Mathavan, B. (2021). The Relationship between Unemployment and Economic Growth in India: Granger Causality Approach. NVEO-NATURAL VOLATILES & ESSENTIAL OILS Journal| NVEO, 8(4), 1265- 71. Retrieved from https://www.nveo.org/index.php/journal/article/ view/261 [5] Ramaswamy, K. V. (2007). Regional Dimension of Growth and Employment. Economic and Political Weekly, 47-56. [6] Roy, S. (2016). Faltering Manufacturing Growth and Employment: Is 'Making' the Answer? Economic and Political Weekly, 51(13), 35-42. Retrieved from https://www.epw.in/journal/2016/13/special- articles/faltering-manufacturing-growth-and- employment.html [7] Roy, S. D. (2017). Economic Reforms and Agricultural Growth in India. Economic and Political Weekly, 67-72. [8] Sastry, D., Singh, B., Bhattacharya, K., & Unnikrishnan, N. (2003). Sectoral Linkages and Growth Prospects Reflections on the Indian Economy. Economic and Political Weekly(Special Issue), 2390-2397. [9] Subramanian. (2007). "Growth Experience" in Kaushik Basu (ed.). New Delhi: The Oxford Companion to Economics in India. [10] Thamarajakshi, R. (1989). Agricultural Growth, Rural Development and Employment Generation. Economic and Political Weekly, A- 5 - A-8.