Dynamics of Industrial Revolution in Improving the Quality of
Human Resources of College Graduates
Zainuddin
Universitas Negeri Medan, Medan
Keywords: Human Resources, Industrial Revolution, Graduates, Education Institution.
Abstract: Indonesia is a large country with an area of 5,455,675 km
2
, and a population approximately 265 million
people, occupying some 17,504 islands, consisting of 1,340 parts and using 742 languages. The progress of
a nation is determined by the quality of human resources of college graduates. At present, there are 4,498
higher education institutions, but the gross enrollment rate achieved is still very small, which is only 30%.
This means that the number of human resources of college graduates must be a concern, because 60% of
Indonesian workers are dominated by primary and secondary school graduates, so Indonesia is still
relatively poor. But the world has entered the Industrial Revolution 4.0, marked by technological advances
in cyber-physical systems where the industry began to enter human connectivity in the form of cyberspace,
known as the internet. Therefore, universities must be able to interact in an integrated curriculum with
instructional integrity. This means that educational institutions need to adjust to the advancement of science
and technology and the dynamic behavior of the industrial revolution in order to improve the quality of
human resources in the future.
1 INTRODUCTION
Indonesia is a large country with an area of
5,455,675 km
2
with a population of approximately
265 million people, occupying some 17,504 islands,
consisting of 1,340 tribes andusing 742 languages.
These islands stretch from east to west as far as
6,400 km
2
. Perimeter that surrounds the Indonesian
territory is along the approximately 81,000 km2, and
about 80% of the area is the sea. With the above
geographical span, Indonesia has a vast territory that
is 1.937 million km
2
land and 3.1 million km2
territorial sea, and the sea area EEZ (Exclusive
Economic Zone) 2.7 million km
2
.
This is why the Indonesian coastal and marine area
is known as a country with wealth and biological
diversity (biodiversity) in the world's largest ocean. The
comparison of Indonesian sea area which is larger than
the land area, of course, has an impact on the potential
of natural resources. The sea area that is so great causes
Indonesia to have a big enough potential of marine
natural resources. Indonesia is also known as a maritime
country with very wealthy maritime enormous
potentials.
Besides the natural resources, Indonesia also has
human resources that are not less greatness. Talking
about the issue of human resources is a problem that
is easy as well as difficult at the same time. As far as
it is concerned with theory, it seems that it is not
difficult, but in reality, it is very difficult to hold.
The problem of human resources is the concern of
all countries. Concern for human resources is very
important because humans are a very important
element in a country, in addition to other elements
because humans are the people who create
innovation and develop a country so that the country
becomes widely known by all countries.
The progress of a nation is determined by the quality
of human resources of college graduates. Currently,
there are 4,498 higher education institutions, but the
gross enrollment rate achieved is very small, amounting
to 31.5%. The Minister of Higher Education RI
(http://jateng.tribunnews.com/2018/06/27/) states
that the Gross Participation Ratio (GPR) Higher
Education in Indonesia is still low, even losing to
neighboring Malaysia. Currently, GPR Indonesia is
only around 31.5 percent, while in Malaysia it is
about 38 percent, even in Singapore, it reaches 78%
(https://geotimes.co.id/opini/2018/03/24).
This means that the number of human resources
from higher education graduates is a major concern,
because 60% of Indonesian workers are dominated
736
Zainuddin, .
Dynamics of Industrial Revolution in Improving the Quality of Human Resources of College Graduates.
DOI: 10.5220/0008893207360743
In Proceedings of the 7th International Conference on Multidisciplinary Research (ICMR 2018) - , pages 736-743
ISBN: 978-989-758-437-4
Copyright
c
2020 by SCITEPRESS Science and Technology Publications, Lda. All rights reserved
by elementary and junior high school graduates so
that Indonesia is still relatively poor. There are many
factors that cause GPR universities in Indonesia to
be low. Among the factors causing the low GPR of
higher education in Indonesia is the uneven quality
factor of higher education in Indonesia. Uneven
quality of higher education can be seen from the data
of private universities (PTS) that have been
accredited with A. Recorded 27 PTS under the
guidanceof Ministry of Research and Technology of
Higher Education have obtained accreditation
scores, but PTS accredited A is still concentrated in
Java (http://jateng.tribunnews .com/ 2018/6/27/).
The researchers are triggered by this
apprehensive condition of the students in learning
English to find a new breakthrough in teaching
English. The short course program is also made
referred to HESD (Higher Education Sustainability
Development) program. Seatter, C.S & Ceulemans,
K (Seatter, C.S and Ceulemans, K . 2017) inferred
that HESD program has capacity in formal education
to promote transpormative learning. This program
allows the students to be active, creative, critical,
and transformative in learning. In this research, the
researchers tries to treat the Indonesian students
related to translating English verbal sentences by
giving short course to them. Therefore, the theory
dopted in this research is constructivist theory.
Constructivist theory is a mening-making theory
(Richardson,V, 1997). The theory suggests that the
students should be creative to get a new knowledge
with their own understanding by using their prior
knowledge and the new information of the new
knowledge. The reseachers would like to see the
effect of the short course to the students’ ability in
translating English verbal sentences. Therefore, the
research questions in this research are:
1. How does the short course affect the students’
ability in translating English verbal sentence?
2. Is the short course able to reduce the students’s
error in translating English verbal sentence?
2 METHODOLOGY
2.1 Discussion
2.1.1 Resource Potential to Improve the
Indonesian Public WelFare
The potential of Indonesia's natural wealth is from
the sea, land, and other natural resources contained
in Indonesia's earth.The wealth of natural resources
has been partially utilized to meet the needs of the
Indonesian people,and some other potentials have not
been exploited due to the various constraints such as
technological and economic capabilities. Natural
resource potential is so great that it can contribute not
only to the development of the state but also to the
welfare of the people, if it is well managed by the
government. Natural resource wealth itself includes
agriculture, forestry, marine, fisheries, livestock,
crops, and mining also energy.
Article 33 Paragraph (3) of the Law of the
Republic of Indonesia Year 1945 states that earth,
water, and natural resources therein shall be
controlled by the State and is in use for the greater
welfare of the people. The definition of controlled
by the state does not mean that the State itself
become entrepreneur. More precisely is that the state
has the authority to make regulations, and this is
intended to facilitate the economy, therefore the law
prohibits weak exploitation by those who have
capital (Hatta, 1977, p. 28).
In the Basic Agrarian Law Article 2 Paragraph 1,
it is explained that that "the earth, water and space,
including the natural resources contained in it at the
highest level controlled by the State, as the
organization's entire power of the people". The
meaning of "controlled" State here does not mean
"owned" by the State, but it implies that the state has
authority or power to:
a. Arrange and conduct allocation, use,
supplies and maintenance.
b. Determine and regulate the rights to possess
over (part of) the land, water and aerospace.
c. Determine and regulate legal relations
between the people and the legal acts
concerning the earth, water and space.
Figure 1: Resource Potential to Improve the Indonesian
Public WelFare.
According to Law No. 4 Year 2009 on Mineral
and Coal Mining, it is an activity in the context of
exploitation of mineral and coal covering the steps of
the activity:
Dynamics of Industrial Revolution in Improving the Quality of Human Resources of College Graduates
737
1. General Survey (Prospecting)
Prospecting is an investigation activity,
search, or the discovery of valuable mineral
deposits that aims to discover the existence
or indications of minerals that would
provide hope for further investigation.
2. Exploration
Exploration is an activity performed after a
prospecting or after the deposition of
minerals found and aims to gain certainty
about the deposition of minerals that
includes the shape, size, position location,
quality (levels) deposition of excavated
material as well as the physical
characteristics of the excavated materials
deposition.
3. Feasibility Study
The feasibility study is the final stage of a
series of previously conducted a preliminary
investigation as a determinant of whether
mining sediment of excavation material is
competent or not.
4. Construction
Preparation or construction are activities
undertaken to prepare the facility site prior
to mining operations.
5. Mining
Mining is part of mining business activities
to produce minerals and / or coal and
mineral descent.
6. Processing and refining
Processing and refining is a stage in which
minerals are mined was treated beforehand
with the aim to separate and then marketed.
7. Marketing
Minerals that have been through the treatment
process and subsequent purification will be
marketed to consumers.
8. Post-Mining (Reclamation).
Reclamation is an activity to rehabilitate the
environment that has been damaged,
whether as a result of mining or other
activities.
The Mining is basically grouped into two (2)
types, namely mineral and coal mining. With this
mining industry, the country can work together to
manage and exploit the wealth of natural resources
that the results are used entirely for the welfare of the
people.
In-Law No. 4 Year 2009 on Mineral and Coal
Mining, in Article 1 paragraph 4, it is explained that
mineral minings are mining collection in the form of
ore or rock, outside geothermal, oil and gas, and
groundwater. Whereas in Article 1 paragraph 5, it is
explained that the coal mining is mining deposition
of carbon contained in the earth, including shale, peat
and rock asphalt. Supramono (2012; 6) states simply
mining can be given a sense as an activity carried out
by digging into the ground (earth) to get something in
the form of mining (minerals, oil, natural gas, and
coal).
Figure 2:Oil Mining in Indonesia.
Mining activity is currently known as mining for
metallic mineral commodities, such as gold, copper,
nickel, bauxite and coal commodities. In addition to
the main mineral commodities and coal, rock
commodities also have an equally important role,
particularly in providing material support to
infrastructure development, such as the establishment
of road infrastructure, construction of residential and
office buildings.
Based on the Provincial Regulation on Spatial
Planning, there are several area allocated for mining
activities. Region Mining allotment is an area
intended for mining activities to the region that is
being, or will soon be carried out mining activities,
including the class of minerals A, B and C mining
materials (rocks). This area is expected to be a source
of income/ revenue funding for local governments
(revenue-sharing) as stipulated in Law No. 33 of
2004 On Financial Balance between the Central
Government and Local Government. It also functions
as Appropriation Mining Region which is expected
to generally be the welfare of Indonesian society
through the management and utilization of natural
resources as minerals
2.2 Sample
To detail the regulations of Law Number 4 of 2009
concerning Minerals and Coal which were later
reissued in the form of Government Regulations
(PP), one of which is Regulation Number 23 of 2010
concerning Implementation of Mineral and Coal
ICMR 2018 - International Conference on Multidisciplinary Research
738
Mining, mining commodities are grouped into five
groups, namely:
1. Mineral, i.e. radioactive radium, thorium
uranium,
2. Mineral metals, i.e. gold, copper,
3. Mineral not metals, i.e. diamonds, bentonite,
4. Rock, i.e. andesite, clay, landfill, gravel
excavation of the hill, river gravel, sand
landfill,
5. Coal, i.e. rock asphalt, coal, peat
Empirical experience around the world has
proved, that progress, independence and prosperity of
a nation is determined by the mastery of science and
technology (Science and Technology) of the nation.
The countries that today are known as the developed
countries, such as the G7 (US, Japan, Germany,
France, Canada, the UK and Italy); Scandinavian
countries, Australia, South Korea and Singapore are
superior in mastery and application of science and
technology in almost all areas of life. The empirical
evidence of this kind is also true in the ability of
exploration and exploitation of marine resources, eg,
fisheries resources, as experienced by the people of
Japan, Taiwan, South Korea, Thailand, the
Scandinavian countries, Canada and Spain.
2.3 Instrument
The term industry 4.0 is derived from the idea of the
fourth industrial revolution. European Parliamentary
Research Service in Davies (European Parliamentary
Research Service,2015) stated that the industrial
revolution happened four times. The first industrial
revolution occurred in England in 1784 in which the
invention of the steam engine and mechanization began
to replace human work. The second revolution
occurred in the late 19th century in which the
production machines are powered by electricity used
for mass production. The use of computer technology
for the automation of manufacturing started in 1970 to
mark the third industrial revolution. Today, the rapid
development of sensor technology, interconnect, and
data analysis gave rise to the idea to integrate these
technologies into various industrial fields. This idea
was predicted to be the next industrial revolution. The
number four in terms Industry 4.0 refers to the fourth
revolution. Industry 4.0 is a phenomenon that is unique
if compared to the three that preceded the industrial
revolution. 4.0. Industry announced a priori because the
event has not happened and in fact still in the form of
ideas (Drath and Horch, 2014).
4.0 Industry term itself was officially born in
Germany precisely the time of the Hannover Fair in
2011 (Kagermann et al, 2011). Reich has a great
interest in this regard for Industry 4.0 becomes part of
the policy development plans called High-Tech
Strategy 2020. The policy aims to retain Germany in
order to always be in the forefront in the world of
manufacturing (Heng, 2014). Several other countries
also participated in the realization of the concept of
Industry 4.0, but using different terms such as Smart
Factories, Industrial Internet of Things, Smart
Industry, or the Advanced Manufacturing. Despite
having the mention different terms, all of them have the
same goal, that is to improve the competitiveness of the
industry of each country in the face of a highly
dynamic global market
2.4 Data Collection and Analysis
Fraunhofer, a research organization and technology in
Europe recommends another model called Fraunhofer
Industrie 4.0 layer models (Neugebauer et al, 2016). This
model is claimed more comprehensive because it puts
more tangible elements. The model is composed of the
extracted document researches and interview resultsto
the experts. As shown in Figure 2.9, this model is
composed of three main layers. The core layer
related to production is divided into ten sections of
core technologies, namely:
a. Engineering
b. Manufacturing technologies and
organization
c. Machines
d. Smart capabilities
e. Robotics and human-robot collaboration
f. Production planning control
g. Logistics
h. Work organization
i. Workplace design and assistance
j. Resource and energy efficiency,
The next layer is the aspect of information and
communication technology which enables the realization
of the concept of Industry 4.0. The outermost layer is
related to the company's transformation as a result of the
implementation of Industry 4.0 which includes business,
management and human resources.
This flow is certainly supported by the qualified
Indonesian human resources to implement the industrial
revolution. Qualified human resources provides
excellent effect when used with the best. The good
benefits are useful to society and the country itself.
Human resources is essential for developed and
developing countries. Human resources are also the
authorized capital of the wealth of a nation, because
humans asthe factors of production are actively raising
Dynamics of Industrial Revolution in Improving the Quality of Human Resources of College Graduates
739
capital, exploit natural resources, build social
organizations, economic, political and implement
national development.
To produce qualified human resources, the
education plays an important thing, and improving
the quality of human resources absolutely must be
done due to the qualified human resources can
provide a multiplier-effect on a country's
development, especially the development of the
economic sector. In general, education and health
levels can represent the quality of labor due to
educationincreases their skills.
With regard to supply-side issues, the quality of
labor and the population of workers in Indonesia is
still limited. Various efforts have been made by the
government or the private sector to produce quality
human resources through the establishment of
universities (PT), but the opening of the new PT
Indonesia on a large scale without being followed by
the provision of adequate infrastructure, even tend to
only seek profits, only will result in an increase in
the number of less qualified graduates.
In fact, the demand for skilled and educated
labor as one of the key global labor markets will be
more complex, due to the tendency of multi-
nationalization of efforts and production and
strategic alliances. The use of labor is also
increasingly exposed from all over the world in a
single business unit. This means that there will be
increasing labor migration between countries. This is
reinforced by various regional and international
agreements, including the industrial revolution and
the imposition of economic integration in the
ASEAN Economic Community which has been in
effect since the end of December 2015. In the
agreement, there are five core elements underlying
the AEC, including the free movement of skilled
workers. This means that skilled labor is
increasingly easy to fill the labor market in
Indonesia, whereas Indonesian skilled labor is also
relatively easier to fill the labor market in other
countries.
To achieve a quality standard of education,
quality improvement is focused not only on elements
of education staff or lecturers, but also on higher
education management, competency standards,
processes, graduate competencies, infrastructure,
management, financing and education evaluation;
which can be applied by standardization bodies,
guarantees and quality control of education(Article
35 paragraph 3 of Law No. 20 Year 2003).
Standardization group, assurance and quality
control of education must be prepared by the
government so that the quality of education always has
the minimum criteria that must be met by the manager
of education, local government and central
government. This strategy is usually associated with
the change so that a change of strategy regarding the
quality of education strategy must be changed into the
right strategy. Regarding the change of strategy
intended to allow organizations to become more
effective in achieving its objectives, it is necessary to
attempt to change the organization by taking into
account various relevant factors. Indrawijaya (1989:
28) points out, "The efforts of managers to improve or
change the organization during the past focused more
on the changes of: (1) subsystem technology; (2)
managerial subsystem; or (3) the human subsystem".
To change is not easy because it is necessary to
develop careful planning until the produced plans,
programs and policies are appropriate for further
consistent application. Elements that can be changed is
not always wholly to change; the only thing that can
be done means having to make changes; as
explained by Robbins (in Udaya, 1994 428) that
strategies tend to fall into one of the four categories,
namely human, structural, technological and
organizational processes. When there is a force that
makes a change, there is someone who accepts the
role as an agent of change, and has determined what
must be discarded, we need to consider how to
implement the change. We begin to see the steps in
the change process. Successful change requires
disbursing (not free) the status quo, moving
(moving) to a new state, and freezing (refreezing);
this change will become permanent. The process of
change requires steps through: (1) disbursement
(unfreezing) the status quo, i.e. domination must be
merged by applying rules; (2) transfer (move) to a
new state, i.e. the existence of the appropriate power
has been planned; and (3) refreezing of changes into
permanent ones, namely decision making.
In relation to the quality of education, in fact
those who receive attention are not only qualified
and qualified lecturers, but also other aspects, such
as standard content, processes, graduate
competencies, infrastructure, management,
financing, and educational needs assessment. Those
aspects must also be constructed in such a way so
that they are relevant with the organizational context
to be more effective and efficient.
The majority of Higher Educations (PT) are
located in Java and Sumatra Island. Carrying more
than 70 percent of the total PT on both densely
populated region. This condition shows that the
distribution of PT in Indonesia has not been evenly
distributed. Going forward, the government has a
commitment to support the development of higher
ICMR 2018 - International Conference on Multidisciplinary Research
740
education in order to create equitable access to higher
education, particularly in some areas outermost, and
left of Nusantara in the context of the dynamics of
the industrial revolution
3 RESULT
The first aspect is horizontal integration, which
means integrating CPS technology into business
strategies and corporate collaboration networks
including partners, vendors, customers and other
parties. Cps vertical integration is the matters
relating to how to apply technology to the
manufacturing/ production systems that exist in the
company so that it can be flexible and modular. The
third aspect involves the application of cps
technology in the end-to-end engineering value
chain. Value chain engineering involves the process
of adding product value from the design process,
production planning, manufacturing to product use
services. Integration of these aspects requires eight
actions, namely: (1) standardization, (2) complex
system modeling, (3) provision of communication
network infrastructure, (4) guarantee of safety and
security, (5) organizational design and work, (6)
training of human resources, (7) certainty of the
legal framework and (8) resource efficiency.
Bitkom, vdma and zvei (vdi/ vde-gesellschaft mess-
und automatisierungstechnik,2015) has developed
another model called rami4.0.
Figure 3: Rami 4.0.
The vertical axis RAMI 4.0 consists of six layers
showing various aspects of the industry viewpoint of
the Industry 4.0. These include the viewpoint of the
market/business, function, information,
communication and perceptions regarding the
integration capabilities of the components (assets of
the company). The horizontal axis to the left shows
the flow of the product life cycle or the current value
added in the production process in the industry
coupled with the implementation of digitization. The
horizontal axis to the right explains the hierarchy of
control systems ranging from product production,
equipment on the production floor to the enterprise
level and the outside world. According Zezulka et al
(2016), these models do not support the technical
solutions necessary to realize the hardware and
software implementation of Industry 4.0
4 ANALYSIS
Most opinions regarding the potential benefits of
Industry 4.0 are about increasing production speed
flexibility, improving customer service, and
increasing revenue. Realization of potential benefits
will have a positive effect on the economy of a
country.
Industry 4.0 offers not only benefits but also
challenges to face. Drath and Horch (2014) argue
that the challenges faced by a country when
implementing Industry 4.0 is the emergence of
resistance to changes in demographics and social
aspects, instability of the political situation, lack of
resources, natural disaster risks and demands from
the application of environmentally friendly
technologies. According to Qin Jian et al (2016),
there is a wide gap between the current
technological conditions of the industrial world and
the expected conditions of Industry 4.0. The research
conducted by Balasingham (2016) also shows an
unwillingness to apply Industry 4.0 due to concerns
about the uncertainty of its benefits.
Based on some of these explanations in accordance
with the submitted by Zhou et al (2015), in general,
there are five major challenges to be faced is the aspect
of knowledge, technological, economic, social, and
political. To answer these challenges, it takes a great
effort, planned and well positioned on the side of the
regulator (government), academics and practitioners.
Kagermann et al (2013) convey the necessary
involvement of academics in the form of research and
development to realize the Industry 4.0. According to
Qin Jian et al (2016), the realization of the technology
development roadmap Industry 4.0 is still not focused.
This happens because the Industry 4.0 which is still a
concrete manifestation of this idea has not been clear in
terms of all its aspects in order to bring the various
possible directions of development. Kagermann et al
(2013) in the final report of the working group 4.0
industry sponsored by the german ministry of education
and research provide recommendations skeleton model
industry 4.0
Dynamics of Industrial Revolution in Improving the Quality of Human Resources of College Graduates
741
5 CONCLUSION
1. Empirical experience around the world has
proved that progress, independence and
prosperity of a nation is determined by the
mastery of science and technology (Science and
Technology) of the nation. The Countries that
today are known as the developed countries, such
as the G7 (US, Japan, Germany, France, Canada,
the UK and Italy); Scandinavian countries,
Australia, South Korea and Singapore are
superior in mastery and application of science
and technology in almost all areas of life. The
empirical evidence of this kind is also true in the
ability of exploration and exploitation of marine
resources, e.g. fisheries resources, as experienced
by the people of Japan, Taiwan, South Korea,
Thailand, the Scandinavian countries, Canada
and Spain. Instead, even though a country has
abundant marine resources,if it ignores the
nation's science and technology in harnessing
and managing these resources development, it
will be relatively considered a small nation.
Marine and fisheries sector development in
Indonesia still face many constraints and
problems. Performance marine construction has
not contributed much toGDP (Gros Domestic
Product) and still leaves the poorest communities
in the country that has a great maritime potential.
One cause of this problem is the inability of the
people and nation of Indonesia to utilize
available resources, and if it is pursued further, it
is because of the mastery of science and
technology and marine information is still very
weak. Therefore, it will be very precise and
strategic if governments from now on start
strengthening research and technological
development strategies of marine resources. This
is very reasonable since Indonesia is an
archipelagic country and Maritime (Archipelagic
State) in the world. Indonesia is one of the
maritime worlds, the geographical characteristics
of Indonesia as well as the structure and typology
of ocean ecosystems dominated have made
Indonesia as Mega-Biodiversity spread across
the world. Marine resources are natural resources
that have the potential lucrative opportunities
utilized as an effective resource in Indonesia is
the
nation building.
2. The low gross enrollment rate (GER) of higher
education in Indonesia is only 31 percent when
compared with other Asean countries such as
Malaysia, which reached 38 percent and
Singapore at 78 percent due to many factors.
Among the factors causing the low of GER higer
education in Indonesia is the factor of uneven
quality of higher education in Indonesia. The
uneven quality of higher education can be seen
from the data of private universities (PTS),
which have been accredited with an A. Recorded
27 Private Higher Educations under the guidance
of Ministy of Research and Technology
Directorace of Higher Education already obtain
the value of accreditation, but Private Higher
Educationswith A accreditaon are still
concentrated in Java. Another factor that causes
the lack of skills of higher education graduates in
Indonesia is that vocational or skills-based higher
education is still lower than academic education.
The Industrial Revolution 4.0 requires people to
have skills at work. However, this is a dilemma,
especially if the university is providing more
academic-based education services than the
education sector that gives birth to skilled human
beings in the field of work they will do in the
industrial field. In general, there are five main
challenges that must be faced in the
revolutionary industry 4.0, namely aspects of
knowledge, technology, economics, social and
politics.
6 RECOMMENDATION
The next layer is the aspect of information and
communication technology which enables the realization
of the concept of Industry 4.0. The outermost layer is
related to the company's transformation as a result of the
implementation of Industry 4.0,including business,
management and human resources.
This of course flows and is supported by the
quality of Indonesia's qualified human resources to
implement the industrial revolution. Qualified
human resources have amazing effects when used
with the best. The benefits are beneficial not only to
the community but also to the country itself. Human
resources are very important for developed and
developing countries since they are also the official
capital of a nation's wealth. Human resources are the
impoftant factors of production that actively collect
capital, exploit natural resources, build social,
economic, political organizations and carry out
national development.
To produce qualified human resources, the
education plays imprtant role, and improving the
quality of human resources absolutely must be done
due to the quality of qualified human resources can
provide a multiplier-effect on a country's
ICMR 2018 - International Conference on Multidisciplinary Research
742
development, especially the development of the
economic sector. In general, education andhealth
levels can become the indicators of the quality of
labor. Besides, it is undeniable that one's education
will affect his skills.
Related to the issue from the supply side, the
quality of labor and the population of workers in
Indonesia is still limited. Various efforts have been
made by the government or the private sector to
produce qualified human resources through the
establishment of universities (PT).
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