Contribution of Local Product Purchase Policy to Improvement of the
21st Century Learning
NUR KHOLIFAH1a, NUUR WACHID ABDUL MAJID2b, HANI SUBAKTI3c, GINA EKA PUTRI1d,
SUYITNO4e, M. TAJUDIN ZUHRI5f
1Department of Fashion Design, Faculty of Applied Vocational,
Yogyakarta State University,
Colombo Street No. 1, Slemen regency, 55281 DI Yogyakarta,
INDONESIA
2Department of Information System & Technology Education,
Universitas Pendidikan Indonesia,
Veteran No.8 St., Purwakarta District, Purwakarta Regency, 41115 West Java,
INDONESIA
3Department of Primary Teacher Education,
Widya Gama Mahakam Samarinda University,
Wahid Hasyim 2 No.28, Sempaja Sel., North Samarinda Regency, 75124 East Kalimantan,
INDONESIA
4Department of Automotive Engineering Education,
Universitas Muhammadiyah Purworejo,
Purworejo, Purworejo Regency, 54151 Central Java,
INDONESIA
5Department of Social and Politics Science,
Garut University,
Raya Samarang No.52A St. Tarogong Kaler Regency, 44151 West Java,
INDONESIA
ahttps://orcid.org/0000-0003-3775-6461, bhttps://orcid.org/ 0000-0001-9851-2124,
chttps://orcid.org/ 0000-0002-6376-5807, dhttps://orcid.org/ 0000-0003-2459-7369,
ehttps://orcid.org/ 0000-0003-0314-2445, fhttps://orcid.org/ 0000-0001-7329-5979.
Abstract: - This study aims to analyze the contribution of the "Bela-Beli" policy for improving 21st-century
skills in vocational education graduates, including creativity, critical thinking, problem-solving,
communication, collaboration, and digital literacy. This research is ex-post facto research with a quantitative
data approach. This study involved 155 respondents from the community who graduated from vocational
education in Kulon Progo Regency. Data was collected through a questionnaire method with a 4 Likert scale
questionnaire instrument with answer options Strongly Agree (SA), Agree (A), Disagree (D), and Strongly
Disagree (SD). The collected data were then analyzed using regression analysis and structural equation
modeling (SEM). The results of the research that have been analyzed show that the "Bela-Beli" policy
contributes significantly to the improvement of 21st-century skills which include creativity, critical thinking,
problem-solving, communication, collaboration, and digital literacy in the vocational community of graduates
of vocational education. Thus, the policy is very feasible to continue to be applied, even to be developed, so
that the community can continuously improve the 21st-century skills currently needed in the world of work,
especially for vocational education graduates.
Key-Words: - Local product policy, 21st-century skills, vocational education, bela-beli, digital literacy,
4C-skills.
Received: June 9, 2022. Revised: February 7, 2023. Accepted: February 28, 2023. Published: March 15, 2023.
1 Introduction
The absorption of vocational education graduates in
the industry is still a big question mark, [1], [2]. The
amount of absorption in the relevant industry still
shows a low percentage, [3]. This problem has been
going on for a long time without a clear solution that
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can overcome these problems, so the essence of
vocational education that is oriented to the world of
work still cannot be achieved, [4], [5], [6], [7], [8],
[9]. In addition, vocational education, which should
be an institution for sustainable development,
actually makes graduates inefficient, hindering their
development, [10], [11], [12]. Of course, this
problem cannot be allowed to continue without clear
effective solutions. Revitalizing in various aspects is
an important step that must be carried out as a
whole, [13]. In addition, the focus on improving the
work skills needed at this time is also an important
key to equipping competitiveness for vocational
education graduates, so that aspects of absorption in
the industrial world can be improved, [14], [15].
The 21st-century skills are now an important
aspect that must be mastered by the workforce or
human resources throughout the country, especially
in vocational education graduates, [15], [16], [17].
The rate of significant change in science and
technology is the basic reason 21st-century skills are
mandatory for everyone, especially vocational
education graduates whose essence is equipped with
work competencies, [18], [19]. Skills in problem-
solving, critical thinking, and creativity are at the
heart of 21st-century work, [20], [21]. In addition,
the ability to communicate and collaborate is a basic
aspect that is also very important in today's work,
[22], [23]. It's not enough, today's world of work
that has transformed into digitizing jobs requires
strong digital literacy skills, [24], [25]. Thus, in this
21st century, a skilled and competent workforce
must master these six skills.
Various aspects continue to encourage various
countries to develop 21st-century skills in their
human resources, one of which is the economic
aspect, [26]. The economy is important to a
country's development and progress, [27]. The
economy also plays an important role in building the
capability of a country's human resources, [28]. The
prolonged decline in economic stability will reduce
the productivity of human resources and the quality
of competition, [29]. Now, all countries continue to
strive to boost their economic aspects to become
advanced to increase competitiveness and develop
human resources based on the 21st-century world of
work, [26].
Various ways have been done to encourage the
economy to grow well, one of which is through
local economic policies. The local economy is a
policy to promote the sale and purchase of local
products, which can later become the capital for the
economic development of a region, [30]. The local
economy also plays a role in increasing job
opportunities for local people. Appointing the
potential possessed by the community is also an
advantage of implementing local economic policies,
[31], [32]. Increased job opportunities followed by
lifting local potentials will trigger motivation and
enthusiasm for self-development in human
resources, [33]. In addition, awareness, and concern
for the development of science and technology will
also be awakened within oneself, [34]. Thus, the
skills currently needed, namely 21st-century skills
will also be easily formed along with self-
development, motivation, and awareness of
development as a positive influence on local
economic implementation policies.
Each country, including Indonesia, has
implemented many local economic policies. The
regional economic policy system to raise the rate of
local economic growth has been carried out by
several regions, [35]. One of them is Kulon Progo
Regency, namely buying and selling local products
from the area known as “Bela-Beli.” The Bela-Beli
is a policy released by the Kulon Progo district
government in 2013, [36]. The main objective of the
policy is the welfare of the community with local
products produced within the district, [37]. Through
the program to buy local products, people's income
will increase for the better. In addition, the
community, especially those with a vocational
education background, will be motivated to increase
productivity in making products, [38].
Motivation to increase productivity is important
in building competencies, including 21st-century
skills, [39], [40]. Motivation is the initial impetus
that gives the spirit and willingness to do something,
which will help smooth in building these skills, [41].
Through the local economic policy of “Bela-Beli”
as implemented by the Kulon Progo Regency,
Indonesia is expected to be effective in spurring the
community, especially vocational education
graduates, to improve 21st-century skills, which are
currently the main job qualifications in the world of
work. Thus, this study aims to analyze the
contribution of the local economic policy "Bela-
Beli" implemented by the Kulon Progo district
government, Indonesia, in improving 21st-century
skills in vocational education graduates.
2 Methods
This study is an ex-post facto study to explore data
related to events that have occurred. This study does
not directly control or treat the independent variable
because of the event. This study was conducted to
analyze the contribution of the "Bela-Beli" policy to
improving 21st-century skills in the community of
vocational education graduates. This study involved
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155 respondents from the community who
graduated from vocational education in Kulon Progo
Regency. Research respondents comprised several
aspects, including gender, age range, and work
experience. The distribution of research respondents
is shown in Table 1 below.
Table 1. Distribution of research sample
Aspect
Sub Aspect
Frequency
Gender
Age of range
Work
experience
Male
Female
20 years
old
21 25
years old
26 30
years old
>30 years
old
≤ 2 years
3 7 years
8 12 years
> 12 years
82
73
16
47
64
28
36
61
33
25
Data was collected through a questionnaire
method with a 4 Likert scale questionnaire
instrument with answer options Strongly Agree
(SA), Agree (A), Disagree (D), and Strongly
Disagree (SD). The instrument was developed based
on theoretical references relevant to the “Bela-Beli”
policy and 21st-century skills. The following grid of
research instruments is shown in Table 2 below.
Table 2. Instrument grids
Learning skills
aspect
Code
Indicators
Items
References
“Bela-Beli
BB
Understanding the definition and purpose
Experience the success of others
Experience your success
System support from the government
4
2
2
4
[36], [37]
Creativity
Cr
Market clarity
Creative thinking
Creative in collaborating
4
4
4
[22]
Critical thinking
CT
Implementing innovation
Effective reasoning
Systemic thinking
Complex assessment
Quality of decision making
2
3
3
2
2
[42], [43]
Problem-solving
PS
The quality of the problem
Complexity of ways
Solution analysis skills
3
4
3
[42], [43]
Communication
Cm
Clarity of verbal articulation
Effectiveness in listening
Clarity of purpose of communicating
The use of ICT in communicating
Flexible compromises
1
1
1
1
1
[42], [44]
Collaboration
Cl
Collaborative work responsibilities
Efficiency of use
Effectiveness of use
2
2
2
[42], [45]
Digital literacy
Dl
Understanding of purpose & benefits
Understanding of digital ethics
5
5
[42], [45], [21]
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In this study, the "Bela-Beli" policy becomes an
exogenous variable. Meanwhile, Creativity, Critical
Thinking, Problem-Solving, Communication,
Collaboration, and Digital Literacy are endogenous
variables. Conformity tests and statistical tests
include chi square, GFI, AGFI, and RMSEA.
󰇛󰇜 (1)
Where is observed value (Actual value) and
= expected value
Adjusted goodness of fit index (AGFI)
 󰇛󰇜
 󰇛󰇜 (2)
 
󰇛󰇜 (3)
S = the sample covariance matrix, Σ = the
estimated covariance matrix, tr = trace of a matrix,
I = identity matrix, dftest = the degrees of test model,
k = the number of observed variables.
Root Mean Square Error of Approximation
 󰇛
󰇜 (4)
󰇛󰇜󰇛󰇜, where  is the
sample estimate of the noncentrally parameter, [46].
The data that has been collected is then
analyzed using regression analysis and
structural equation modeling (SEM), which
allows the relationship between the constructs
of exogenous and endogenous variables to be
tested while considering measurement errors.
Data analysis in this study uses SPSS V21 and
Amos 22 software support.
3 Results
3.1 Validities and Reliabilities of
Instruments
Before testing the hypothesis using SEM analysis,
the validity and reliability of the instrument was first
tested using Pearson and Cronbach alpha
correlations to assess the feasibility and consistency
of buying and selling questionnaires and 21st-
century skills questionnaires, totalling seven
instruments. The validity test results showed that all
research instrument items were valid and ready for
research use. None of the items from any of the
questionnaires were dropped. All items on all
instruments have met the criteria of validity with the
indicated significance value (p) above 0.05.
Meanwhile, the reliability test shows a number with
very high criteria on all instruments. This shows that
the seven measuring tools have a good level of
accuracy for measuring perceptions of "Bela-Beli"
policies and 21st-century skills in the community of
vocational education graduates. The following table
3 presents the results of the validity and reliability
tests in more detail.
Table 3. Validities and reliabilities instruments
Variable
Validity
Reliability
p
Decision
CR
Category
Bela-Beli
Creativity
Critical
thinking
Problem-
solving
Communication
Collaboration
Digital literacy
.384
.765
.211
.871
.181
.627
.412
.711
.269
.477
.283
.884
.273
.867
Valid
Valid
Valid
Valid
Valid
Valid
Valid
.892
.924
.927
.876
.915
.897
.908
Very
high
Very
high
Very
high
Very
high
Very
high
Very
high
Very
high
Note: significance level = 5%
3.2 The Contribution of “Bela-Beli” to 21st
Century Skills Improvement
The results of the first model test show that the
structural model has a good fit. This is indicated by
the values, among others, Chi-square = 1.471; GFI =
0.992; AGFI = 0.974; RMSEA = 0.042 (see Fig. 1).
Each variable has a loading factor value of more
than 0.50, so it has a strong level of validity.
However, one indicator on the communication
variable has a low loading factor value, which is
0.364. The minimum value of the loading factor to
be said to have a strong level of validity is 0.50, so
the indicator is eliminated.
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Fig. 1: SEM analysis result
Hypothesis testing was conducted to determine
the effect or contribution of the " Bela-Beli " policy
on improving 21st century skills in vocational
education graduates, which include creativity,
critical thinking, problem solving, communication,
collaboration, and digital literacy. Hypothesis
testing is seen based on the results of path analysis
to determine the estimated value of the effect and
the significance value with a significance level of
5%. The alternative hypotheses to be tested are: (1)
there is a significant positive effect of the "Bela-
Beli" policy on the creative skills of the vocational
education graduates; (2) there is a significant
positive effect of the "Bela-Beli" policy on the
critical thinking skills of the people of vocational
education graduates; (3) there is a significant
positive effect of the "Bela-Beli" policy on the
problem-solving skills of vocational education
graduates; (4) there is a significant positive effect of
the "Bela-Beli" policy on the communication skills
of the people of vocational education graduates; (5)
there is a significant positive effect of the "Bela-
Beli" policy on the collaboration skills of the
vocational education graduate community; and (6)
there is a significant positive effect of the "Bela-
Beli" policy on the digital literacy skills of the
vocational education graduate community. The
following Table 4 presents the results of hypothesis
testing using path analysis.
Table 4. Result of path analysis
Path
Estimate
SE
CR
p
Bela-Beli creativity (BB Cr)
Bela-Beli critical thinking (BB CT)
Bela-Beli problem-solving (BB PS)
Bela-Beli communication (BB Cm)
Bela-Beli collaboration (BB Cl)
Bela-Beli digital literacy (BB DL)
.575
.690
.623
.641
.760
.794
.029
.027
.016
.031
.080
.110
1.983
2.555
3.894
2.068
9.500
7.218
.047**
.016**
.001**
.038**
***
***
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Testing the effect of the "Bela-Beli" policy on all
21st-century skills shows a significant effect. The
“Bela-Beli” policy affects creativity with a value of
0.575**, so the first hypothesis is accepted. The
"Bela-Beli" policy affects critical thinking with a
value of 0.690**, so the second hypothesis is
accepted. The "Bela-Beli" policy affects problem-
solving with a value of 0.623**, so the third
hypothesis is accepted. The "Bela-Beli" policy has
an influence value of 0.641** on communication,
which means that the fifth hypothesis is accepted.
Then, the influence value of 0.760*** on the effect
of the "Bela-Beli" policy on collaboration makes the
fifth hypothesis accepted. Then the last known value
of the influence of the "Bela-Beli" policy on digital
literacy is 0.794***, thus accepting the sixth
hypothesis. The entire value of the influence of the
"Bela-Beli" policy on 21st-century skills means that
the policy contributes significantly to the
improvement of 21st-century skills, which include
creativity, critical thinking, problem-solving,
communication, collaboration, and digital literacy in
the vocational community of vocational education
graduates.
4 Discussions
The entire value of the influence of the "Bela-Beli"
policy on 21st-century skills means that the policy
contributes significantly to the improvement of 21st-
century skills, which include creativity, critical
thinking, problem-solving, communication,
collaboration, and digital literacy in the vocational
community of vocational education graduates. The
significant influence of the "Bela-Beli" policy on
21st-century skills indicates the importance of a
local policy in an area that is oriented to the
economic welfare of society, [47]. In other words,
the community has a mission to encourage their
ability to compete during the development of
science and technology in the 21st century if they
get an impact, [48]. The policy to raise the potential
and local economy has a real impact in encouraging
the community, especially those with a vocational
education background, to develop 21st-century
skills, [33].
Creativity is one of the 21st-century skills that is
also increasing due to the influence of the "Bela-
Beli" policy. Creativity can be formed if there is a
stimulus that is able to encourage one to carry out
the process, [49]. Creativity refers to a person's
ability to process the mind to find new ideas that are
original and implement them in the form of
innovation, [22], [45]. The increase in these skills
cannot be separated from various factors.
Appreciation for local products triggers skilled
workers to develop their products to increase
product quality, so it is hoped that the community as
customers will feel happy and continue to use their
products, [47]. Then, people with a substantial
income from local customers make sufficient funds
to develop a product and make new products that
are even better, [50]. In addition, policies that lead
to local competition in an area will spur enthusiasm
to continue to innovate to create new products as a
form of positive competitiveness.
An increase also followed increased creativity
and critical thinking skills in vocational education
graduates due to the significant positive influence of
implementing the "Bela-Beli" policy. Critical
thinking skills are great skills that involve the
mental activity of individual thinking in analyzing a
problem that is being faced through various points
of view based on the facts that occur, [51], [42]. The
involvement of mental thinking activities in
analyzing problems from various points of view
certainly requires a stimulus that will also be
oriented to reality, [52]. The fulfillment of the
element of satisfaction in the individual will
motivate him to carry out critical thinking activities.
In addition, the distribution of one's thoughts also
significantly triggers a deeper critical thinking
process, [53]. This is the basis of the "Bela-Beli"
policy in increasing critical thinking skills. The
policy orientation that leads to the community's
welfare motivates and stimulates the community to
carry out essential thinking activities, [36]. Thus, the
more the "Bela-Beli" policy is further improved in
its implementation, the more likely it will increase
skills in critical thinking in the community of
vocational education graduates.
Problem-solving-oriented activities always
require critical and creative thinking to solve them,
[20]. A person's motivation to carry out mental
activities in critical thinking will indirectly affect his
skills in solving problems. In addition, the growth of
creativity in a person will also affect critical
thinking, [54]. Creativity will allow individuals to
formulate new solutions or refine existing solutions
for problem-solving. The emergence of new and in-
depth solutions from various points of view will
provide convenience in solving a complex problem,
[43], [55]. On the other hand, critical thinking can
also support an in-depth problem-solving process
with in-depth analysis from various factual points of
view.
Of course, we also need skills oriented toward
efficiency and effectiveness in problem-solving.
Communication and collaboration are skills that can
achieve efficiency and effectiveness in solving
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complex problems, [56]. In a good collaboration,
individuals can work together to solve problems, so
problem-solving quality will also improve, [57].
Meanwhile, effective communication between
individuals will provide a clear understanding of
one another, [58]. The significant effect of
implementing the "Bela-Beli" policy on skills in
communicating and collaborating is tangible
evidence that is reflected in the community,
especially those who graduate from vocational
education. Buying and selling local products will
trigger a collaborative process between individuals
in their work, [36]. Meanwhile, communication is
needed to achieve good collaboration so that the
estuary of vocational education graduates will be
encouraged to improve their communication skills.
The significant effect of implementing the "Bela-
Beli" policy on digital literacy skills shows that the
digital literacy of the community, especially
vocational education graduates, is stimulated by
activities oriented to buying and selling local
products. The need to understand using the right
technology in implementing these policies makes
people highly aware of digital literacy, [59], [60],
[61]. Digital literacy can be used as an
understanding that leads people to market products
through digital technology, [62], [63]. High digital
literacy will also make it easier for people to
communicate and collaborate. In addition, high
digital literacy will also make it easier for the
community, especially graduates of vocational
education to foster creativity and critical thinking
through the exploration and filtration of various
digital sources relevant to their work, [42]. Then,
the estuary is also the skills in solving problems in
the community of vocational education graduates
will also increase significantly, [43]. Thus, it can be
said that digital literacy is a comprehensive basis for
supporting the formation of other 21st-century
skills.
5 Conclusion
One of the innovations to boost the 21st-century
skills in vocational education graduates was
revealed. The “Bela-Beli” policy is one of the
innovations that has been proven to significantly
build 21st-century skills in the community of
vocational education graduates. This happens
because people are motivated to improve these skills
after being stimulated and motivated by
implementing the "Bela-Beli" policy. The
community very well receives policies that are
oriented towards buying and selling local products,
always trying to develop themselves in terms of
product manufacturing. The self-development
includes creativity, critical thinking, problem-
solving, communication, collaboration, and digital
literacy. The “Bela-Beli” policy will require people
to have these skills. Thus, the policy is very feasible
to continue to be applied, even to be developed, so
that the 21st-century skills currently needed in the
world of work can be continuously improved by the
community, especially graduates of vocational
education.
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Contribution of Individual Authors to the
Creation of a Scientific Article (Ghostwriting
Policy)
Nur Kholifah has, writing review and editing,
conceptualization and supervision.
Nuur Wachid Abdul Majid has, investigation, data
curation, methodology and visualization.
Hani Subakti has, funding acquisition and resources.
Gina Eka Putri has, writing original draft, forman
analysis and software.
Suyitno has,validation and software.
M. Tajudin Zuhri has, project administration and
visualization.
WSEAS TRANSACTIONS on SYSTEMS
DOI: 10.37394/23202.2023.22.24
Nur Kholifah, Nuur Wachid Abdul Majid,
Hani Subakti, Gina Eka Putri, Suyitno, M. Tajudin Zuhri
E-ISSN: 2224-2678
241
Volume 22, 2023
Sources of Funding for Research Presented in a
Scientific Article or Scientific Article Itself
No funding was received for conducting this study.
Conflict of Interest
The authors have no conflicts of interest to declare
that are relevant to the content of this article.
Creative Commons Attribution License 4.0
(Attribution 4.0 International, CC BY 4.0)
This article is published under the terms of the
Creative Commons Attribution License 4.0
https://creativecommons.org/licenses/by/4.0/deed.en
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