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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>SEM Analysis in the Entrepreneurial Intention of University Students</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Marco Antonio Nolasco-Mamani</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Klinge Orlando Villalba-Condori</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Deysi Yvon Flores- Llerena</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Doris Cornejo-Paredes</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Universidad Privada de Tacna</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>marnolasco@upt.pe</string-name>
          <email>marnolasco@upt.pe</email>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Tacna</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Universidad Católica de Santa María</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Arequipa</string-name>
        </contrib>
      </contrib-group>
      <abstract>
        <p>The objective of this study was to determine the level of influence of Entrepreneurial Attitude (EA), Subjective Norms (SN) and Perceived Behavioral Control (PBC) on Entrepreneurial Intention (EI) of university students at a private university in the city of Tacna, Perú. The methodology used was a quantitative approach, non-experimental and cross-sectional design, the data were collected through a structured questionnaire and answered by 207 students from different faculties. To obtain the results and contrast the study hypotheses, an explanatory model of structural equations was carried out using SPSS Amos software. The results of the study showed that there is a positive influence of Entrepreneurial Attitude (EA), Subjective Norms (SN) and Perceived Behavioral Control (PBC) on Entrepreneurial Intention (EI), thus positively confirming the influence of the stated hypotheses. The present study makes a significant contribution to the theory, thus opening the way for future research that contemplates the inclusion of an additional variable to the Theory of Planned Behavior (TPB).</p>
      </abstract>
      <kwd-group>
        <kwd>eol&gt;Entrepreneurial intention</kwd>
        <kwd>Entrepreneurship</kwd>
        <kwd>TBP 1</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <p>Promoting entrepreneurial intention on the part of university students is key as a mechanism for
job creation [1] and the economic development of a country [2], [3]. Nowadays, university
education plays a very important role in the economic development of countries [4]. For this
reason, entrepreneurship over the years has acquired a fundamental role in the economy of
various countries, even contributing innovation to the market. [5], [6] and digital transformation.
In accordance with Sarhan y Ab. Aziz [7] micro, small and medium-sized businesses are
responsible for generating most of the jobs. People can come into contact with entrepreneurship
through entrepreneurship education, the influence of role models, previous experience in
starting a business, working in small businesses, or through current participation in
entrepreneurial activities [8].</p>
      <p>In the current context, countries are in a post-pandemic recovery process, in addition to facing
multiple challenges, including the digital transformation in entrepreneurship, as well as the
delays that Covid-19 has left in many economies around the world. According to National
Institute of Statistics and Informatics (NISI) from Perú, During the second quarter of 2023, the
unemployment rate was 5.3%, which represents an increase of 1.1 percentage points compared
to the same quarter of 2022, when it was 4.2% [9]. Thus, the entrepreneurship has the potential
to be a major force in driving innovation, generating employment opportunities and promoting
economic growth in developing countries [10]. This is because entrepreneurs often introduce
new ideas and solutions to the market, which can drive economic growth and create employment
opportunities for local people. Furthermore, by encouraging young people to become
entrepreneurs, creativity and entrepreneurship are promoted, which can have a positive impact
on society as a whole.</p>
      <p>A recent study establishes that university graduates do not present or express entrepreneurial
intentions or skills [11]. The question of how to foster entrepreneurship has attracted the
attention of scholars from various areas of study [12]. Consequently, to establish an
entrepreneurial vision, it is very important that young students when they graduate from
universities cannot depend solely on the government and companies that offer jobs, if higher
education must have the fundamental objective of preparing young people. so that they become
entrepreneurs, develop problem-solving skills and acquire the ability to make decisions and
initiatives independently [13], [14].</p>
      <p>Currently, theoretical review and the use of modeling in research are common procedures
mainly in studies that are related to the determination of intention and behavior in business [15].
Among the different models or theories used, the Theory of Planned Behavior (TPB) stands out
[16]. However, to promote entrepreneurship it is essential to understand the reasons why certain
people choose to become entrepreneurs and others do not. The present study aims to determine
how factors from the theory of planned behavior influence entrepreneurial intention. However,
in recent years, studies have confirmed that entrepreneurial intention is a reliable indicator of
actual entrepreneurial behavior [17], [18]. Likewise, several authors have studied university
entrepreneurship and have even generated models that predict entrepreneurial intentions [19]–
[26].</p>
      <p>Therefore, the focus of this research work is to contribute to the area of knowledge using
empirical data, for its development we rely on Ajzen TPB (1991) [16]. There is previous research
in the Peruvian case, but this work differs from it because it collects data from the different
faculties of a private university in the city of Tacna, Perú, that is, a sample that allows us to analyze
from a more complete perspective the entrepreneurial intention of university students.</p>
      <sec id="sec-1-1">
        <title>1.1. Entrepreneurial Intention</title>
        <p>When we talk about entrepreneurial intention (EI), whether in academic or business life, it has a
main concept in the research of phenomena related to entrepreneurship [27]. As well as knowing
that entrepreneurship or entrepreneurship does not arise by chance [28]. Particular personal
attributes are required to successfully take advantage of a business opportunity when it presents
itself [29].</p>
        <p>Recent research has shown that entrepreneurial intention is an important indicator of
entrepreneurial behavior [2], [4], [19], [30]–[34]. The EI is often considered the starting point of
entrepreneurial activity [35]. Therefore, people who express a clear entrepreneurial intention
are more likely to take concrete actions to create and develop their own business.</p>
      </sec>
      <sec id="sec-1-2">
        <title>1.2. Theory of Planned Behavior</title>
        <p>The Theory of Planned Behavior (TPB) was developed by Ajzen [16] This model states that some
elements anticipate the behavior and attitude of an individual. The TPB model has been used in
several published studies. Many of the studies have been conducted in order to predict a person's
inclination to adopt a specific behavior at specific times and places [36]. The TPB is based on three
main elements and explains that Entrepreneurial Attitude (EA), Subjective Norms (SN) and
Perceived Behavioral Control (PBC) influence Entrepreneurial Intention (EI) (see Figure 1).</p>
        <sec id="sec-1-2-1">
          <title>Entrepreneurial Attitude</title>
        </sec>
        <sec id="sec-1-2-2">
          <title>Subjective Norms</title>
        </sec>
        <sec id="sec-1-2-3">
          <title>Perceived Behavioral Control</title>
        </sec>
        <sec id="sec-1-2-4">
          <title>Entrepreneurial Intention</title>
        </sec>
      </sec>
      <sec id="sec-1-3">
        <title>1.2.1. Entrepreneurial Attitude</title>
        <p>
          Within the literature related to entrepreneurship, it is argued that entrepreneurial attitude plays
a fundamental role by playing an essential role in entrepreneurial intention [
          <xref ref-type="bibr" rid="ref4">37</xref>
          ]. The
entrepreneurial attitude is of vital importance in the creation of new businesses, and the
educational process aimed at fostering this attitude is known as entrepreneurial education [
          <xref ref-type="bibr" rid="ref5">38</xref>
          ],
[
          <xref ref-type="bibr" rid="ref6">39</xref>
          ].
        </p>
        <p>H1. Entrepreneurial attitude (EA) positively influences entrepreneurial intention (EI).</p>
      </sec>
      <sec id="sec-1-4">
        <title>1.2.2. Subjective Norms</title>
        <p>
          The perspective of family members or friends acts as an influence [
          <xref ref-type="bibr" rid="ref7">40</xref>
          ] and in a study conducted
by Lie et al. [
          <xref ref-type="bibr" rid="ref8">41</xref>
          ] It is indicated that subjective norms play a crucial role in behavioral intentions.
That is, beliefs about what significant people think.
        </p>
        <p>H2. Subjective norms (SN) have a positive influence on entrepreneurial intention (EI).</p>
      </sec>
      <sec id="sec-1-5">
        <title>1.2.3. Perceived Behavioral Control</title>
        <p>
          It is focused on personal belief and the ability to carry out a specific action [
          <xref ref-type="bibr" rid="ref9">42</xref>
          ] and their
participation in the company can be considered a simple or complex task for students, depending
on their level of preparation [4] which refers to the perception of one's own ability to carry out
the desired action. In this regard, there are some studies that show a relationship between
perceived behavioral control and entrepreneurial intention [
          <xref ref-type="bibr" rid="ref9">42</xref>
          ], [
          <xref ref-type="bibr" rid="ref10">43</xref>
          ].
        </p>
        <p>H3. Perceived behavioral control (PBC) positively influences entrepreneurial intention (EI).</p>
      </sec>
    </sec>
    <sec id="sec-2">
      <title>2. Method</title>
      <p>
        A quantitative, non-experimental, cross-sectional design approach was used in this study. The
sample was made up of students from the different faculties of the Universidad Privada de la
Ciudad de Tacna, Perú. The primary data were obtained through the application of a structured
instrument proposed by Mohammed et al. [
        <xref ref-type="bibr" rid="ref11">44</xref>
        ] The same was translated for the better
understanding of Spanish-speaking students. The sample consisted of 207 university students,
66% of whom were female and 34% male. The main objective of the study was to determine the
influence of Entrepreneurial Attitude (EA), Subjective Norms (SN) and Perceived Behavioral
Control (PBC) on Entrepreneurial Intention (EI) of university students. From the literature
review, it was possible to demonstrate the influence of these variables on entrepreneurial
intention (EI).
      </p>
    </sec>
    <sec id="sec-3">
      <title>3. Results and Discussion</title>
      <p>
        Covariance-based structural equation modeling (CB-SEM) was used to test the hypothesis using
Amos v.24 of SPSS, which is appropriate for the use of numerical variables because it is robust to
deviations from inferential normality [
        <xref ref-type="bibr" rid="ref12">45</xref>
        ]. This technique analyzes latent variables with respect
to observed variables, produces reliable results and is used in several studies, and is considered
a nonparametric technique [34].
      </p>
      <p>
        As a first step, we traced the model proposed by Ajzen [16]. In the analysis of the initial
theoretical model (see Figure 2) the indices do not have a good fit, therefore, the fit indices of the
initial model have the following results DF = 24, P = .000, CFI = .931, RMSEA = .106, according to
the results shown, the research model is not the correct one. Therefore, it was necessary to
respecify the theoretical model that initial (see Figure 3) obtaining the following indexes in the
standardized model DF = 20, P = .006, CFI = .976 and RMSEA = .068, the RMSEA is less than .80
which according to Kline [
        <xref ref-type="bibr" rid="ref13">46</xref>
        ] se considera un ajuste aceptable.
      </p>
      <p>
        The SEM analysis conducted in this study highlights the significant influence of the variables
of the Theory of Planned Behavior on entrepreneurial intention. The Entrepreneurial Attitude
variable stands out as one of the factors with the greatest positive influence on EI, having a
positive influence of ß = .69; as confirmed by Acosta-Prado, et al. [
        <xref ref-type="bibr" rid="ref14">47</xref>
        ], Valencia-Arias, et al. [
        <xref ref-type="bibr" rid="ref15">48</xref>
        ],
Valenzuela-Keller, et al. [
        <xref ref-type="bibr" rid="ref16">49</xref>
        ] and Kobylinska [
        <xref ref-type="bibr" rid="ref17">50</xref>
        ] in its recent research. Therefore, it can be seen
that universities play a very important role in entrepreneurship education and should continue
to foster entrepreneurial attitude factors so that their students have the intention to engage in
entrepreneurship. The findings also show the incidence of the Subjective Norms with a ß = .04
and the Perceived Behavioral Control variable with a ß = .01, all the variables have a positive
impact on the entrepreneurial intention of university students as stated by Ajzen in his theory
[16] and proven by a study developed by Amofah and Saladrigues [
        <xref ref-type="bibr" rid="ref18">51</xref>
        ] that entrepreneurial
intention is influenced by all three variables.
      </p>
      <p>This study reveals that Conscious-Controlled Behavior (CCB) has a significant influence on one
of the components of entrepreneurial intention, with coefficient ß from .22. This is related to the
confidence that university students have in their ability to make the decision to create a company
in the future. Taking into account that, from the literature reviewed above, it is clear that the
feeling of control is an important factor in the decision to start a company, it is important to
consider the following factors.</p>
      <p>The research hypotheses proposed in this study have been confirmed. Entrepreneurial
attitudes, subjective norms and perceived behavioral control have been shown to positively
influence students' entrepreneurial intention. In particular, as one of the most notable
relationships, entrepreneurial attitudes have been found to have a very significant influence on
students' entrepreneurial intention. This suggests that students have a positive attitude towards
risk-taking in entrepreneurship, which could be related to their personal characteristics and their
favorable disposition towards entrepreneurship. In addition, subjective norms and perceived
behavioral control also exert a positive influence on entrepreneurial intention, supporting similar
findings from other studies in this field.</p>
    </sec>
    <sec id="sec-4">
      <title>4. Conclusions</title>
      <p>The purpose of the present study was to investigate how Entrepreneurial Attitude (EA),
Subjective Norms (SN) and Perceived Behavioral Control (PBC) influence Entrepreneurial
Intention (EI) of college students. The results obtained in the present study clearly show that the
entrepreneurial intention of university students is influenced by the factors of the Theory of
Planned Behavior (TPB). It is highlighted that entrepreneurial intention is strongly influenced by
the entrepreneurial attitude variable and to a lesser extent by the subjective norms and perceived
behavioral control variables. Likewise, the results of this study support the results of previous
studies and define the importance of universities implementing initiatives to support student
entrepreneurship.
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