Model of Student Development by Chickering Theory
Robert O. Rajagukguk
1a
, Candra Sinuraya
2b
, Jane Savitri
1c
, Kristin Rahmani
1d
and
Stephanie Andamari
1e
1
Faculty of Psychology, Maranatha Christian University, Jalan Suria Sumantri 65, Bandung, Indonesia
2
Faculty of Business, Maranatha Christian University, Jalan Suria Sumantri 65, Bandung, Indonesia
kristin.rahmani@psy.maranatha.edu, andamari.stephanie@gmail.com
Keywords: Seven Vectors, Student Development, Chickering, Higher Education.
Abstract: Studying in college is a period of transition towards a higher level of maturity for students. Therefore, a
structured and measured pattern of student development is very important to be designed and implemented in
campus life. This study aims to describe freshmen’ self-development in one of the tertiary institutions in
Bandung based on The Seven Vectors of Student Identity Development according to Chickering (1993). This
study examined whether the theoretical model expressed in previous studies, between areas of competence,
managing emotions, interdependence, and mature interpersonal relationships, contributes to area of identity
development, which in turn could increase purpose and integrity. There were 4,857 freshmen of class 2017,
2018, 2019, and 2020 who filled out the student development questionnaire. Descriptive, comparison,
correlation, and path analysis analyses were used. Results show the level of student self-development in all
areas of development is at a moderate level, hence needs to be developed more. The model fit evaluation
showed that the theoretical model regarding the effect of vectors in the Student Development construct on
freshmen at "X" Bandung University was suitable (RMSEA = 0.080; TLI = 0.990; NFI = 0.995). Suggestions
for universities to provide more focused and effective student self-development programs.
1 INTRODUCTION
Higher education is a higher level of formal education
as a continuation of primary and secondary education.
Each level of education has a different focus and
purpose. Each of these goals must be adapted to an
individual's stage of development (Gardner, 1990).
Most college students are in transition from the
developmental stage of late adolescence to early
adulthood stage of development. The main
developmental task of an adolescent is to affirm one's
identity (Kerpelman et al, 1997; Nakula, 2006). At
this stage of development, a teenager is engrossed in
exploring his life, and learning to make a commitment
to the choices in his life.
The process of affirming this identity or identity
is a very important process, because an individual's
a
https://orcid.org/0000-0001-6967-4570
b
https://orcid.org/0000-0001-7010-7717
c
https://orcid.org/0000-0002-8111-3167
d
https://orcid.org/0000-0003-1537-2205
e
https://orcid.org/0000-0003-1047-5125
identity will influence the individual's behavior
throughout his life (Marcia, 1980). For students, this
self-development process includes the whole self
which does not only require internal efforts but also
requires support and guidance from the environment.
One of the main roles of universities is to provide an
environment for students to develop themselves
holistically.
Unlike the previous education levels at the
primary and secondary levels, the situation at higher
education institutions is different. While at the
previous level of education, individuals received
education in a relatively focused atmosphere and had
limited choices for their activities, in college students
had more flexibility in choosing activities that
supported their self-development. Unlike the
elementary and middle school levels, studying in
Rajagukguk, R., Sinuraya, C., Savitri, J., Rahmani, K. and Andamari, S.
Model of Student Development by Chickering Theory.
DOI: 10.5220/0010749800003112
In Proceedings of the 1st International Conference on Emerging Issues in Humanity Studies and Social Sciences (ICE-HUMS 2021), pages 177-182
ISBN: 978-989-758-604-0
Copyright
c
2022 by SCITEPRESS Science and Technology Publications, Lda. All rights reserved
177
college requires a more complex mindset, variety of
relationship pattern, and different life orientation.
Student self-development is crucial because after
graduating from college, individuals will enter the
workplace. In the workplace, individuals will face
more demands with less room for mistakes.
Therefore, a good university is one that is able to
equip its graduates to face the marketplace after
students graduate from college. Therefore, students
need to be equipped with technical skills (hard skills)
and non-technical skills (soft skills). In fact,
universities must equip students with holistic self-
development
In reality, universities often only focus on the area
of intellectual development and pay less attention to
the development other aspects, such as emotional,
social, and spiritual aspects. Chickering & Reisser
(1993) states that universities should have a role in
developing student competencies apart from students'
intellectual competences, so that the graduates
produced will be graduates who have balanced
competencies and are able to contribute to society.
This symptom becomes interesting when viewed
from the theoretical perspective put forward by
Arthur Chickering, namely the Student Identity
Development Theory (Chickering, 1993). According
to Chickering, there are seven areas of student self-
development (referred to as vectors) (1) Competence
(2) Managing Emotion (3) Moving from Autonomy
toward Interdependence, (4) Mature Interpersonal
Relationships (5) Establishing Identity (6)
Developing Purpose, and (7) Developing Integrity
(Chickering & Reisser, 1993).
In order to help student development, there are
two main factors that need to be considered, namely
internal factors and external factors. First, the internal
factors of the students themselves. Internal factors are
related to motivation to study in tertiary institutions,
students' attitudes towards studying in tertiary
institutions. This internal factor determines the
strength of the inner motive to make efforts during
college. Students who have a strong motivation to
choose and complete their chosen field of study will
be more likely to succeed. On the other hand, low
motivation and unclear reasons for going to college
will have an impact on the academic achievement and
self-development achieved by the students
themselves. The power of motivation and clarity of
purpose will help students determine priorities while
studying in college.
The second factor, external factors, is the college
environment that supports students' self-development
during their studies. In most cases, the learning
environment in higher education has not been able to
provide a conducive environment in providing and
guiding students in forming identity and becoming
mature individuals (Chickering & Brasskamp, 2009).
Previous research has revealed that there are
contributions from the areas of development of
Competence (COM), Managing Emotion (ME),
Interdependence (IND), and Mature Interpersonal
Relationship (MIR) to the area of Establishing
Identity (ID) of the students. Separately, the areas for
self-development that contributed the most to
affirming student identity were the Competence area
and the Mature Interpersonal Relationship area. This
means that these two areas have the strongest
influence on the appreciation of the clarity of student
identity (Rajagukguk & Sinuraya, 2020). The
competencies that are owned, either manually,
intellectually, or socially, form the identity of the
students who are the respondents of this study.
Likewise, the maturity of interpersonal relationships
is quite strong in shaping the clarity of student
identity.
It is necessary to conduct empirical research to
test the theoretical model previously disclosed
regarding causal relationships involving areas of
student self-development. Thus, it will get an
overview of the areas of student self-development in
tertiary institutions as a basis for providing a more
comprehensive student self-development program,
not just academic abilities.
Through this research, universities are expected to
be able to develop self-development programs that
are based on empirical data and in accordance with
the self-development needs of all students. Based on
the elaboration in the previous section, the research
problem to be revealed through this research is
whether the theoretical model expressed in the
previous research applies to the student population
who is the subject of this study, especially those that
explain the contribution between areas of competency
development, emotional management,
interdependence, and the maturity of the relationship
with the development of student self-identity and
between the development of final year student
identity with the area of life goals and the area of
integrity.
2 METHODS (AND MATERIALS)
2.1 Research Method
This study used a quantitative approach that aims to
test theoretical models of college student self-
development. The design used in this study is a causal
ICE-HUMS 2021 - International Conference on Emerging Issues in Humanity Studies and Social Sciences
178
relationship (Gulo, 2002) to predict the effect of
related variables, namely the effect of Competence
(COM), Managing Emotion (ME), Interdependence,
and Mature Interpersonal Relationship (MIR) on
Establishing Identity (ID), also how Identity affects
Purpose (PUR) and Integrity (INT).
2.2 Measurements
The variable of this research is student self-
development, which is known through measuring
seven development areas based on Arthur
Chickering's theory of the Seven Vectors Student
Development, namely Competence, Managing
Emotion, Interdependence, Mature Interpersonal
Relationship, Identity, Purpose, and Integrity. The
measuring instrument for student self-development in
tertiary institutions is measured through 7 (seven)
development areas, namely: competence, managing
emotion, interdependence (moving through
autonomy toward interdependence), interpersonal
relationships (mature interpersonal relationship),
identity (establishing identity), purpose of life
(purpose), and integrity (integrity).
2.3 Sample
The targets in this study were students at Maranatha
Christian University class of 2017, 2018, 2019, and
2020. In this study, the sampling technique was not
used because the subjects of the study were all first-
year students from four different generations.
2.4 Analysis Method
This study applied some methods to analyse the data.
First, descriptive analysis was used to describe how
was the student development of each vector in
freshmen every year from 2017-2020. Second, the
independent t-test was used to check whether there
were differences between each vector in freshmen
every year. Intercorrelation between the student
development vectors for each year were also being
provided.
Last, this study also analysed how the first four
vectors (COM, ME, IND, and MIR) could predict the
students’ Identity Development (ID). Then, how
students’ ID could predict PUR and INT. The
contribution of PUR towards INT was also be seen.
Therefor, path analysis was used. The model of these
seven vectors would be provided in the end included
the goodness of fit for the model.
The data processing was carried out using the
assistance of the IBM SPSS version 25 and JASP
0.14.1 program.
3 RESULTS AND DISCUSSION
3.1 Participants
The participants in this study were 4857 students who
filled the student development questionnaire.
Students consisting of freshmen from class of 2017
(N= 1137), 2018 (N= 1549), 2019 (N=1198), and
2020 (N= 973).
The results showed that for freshmen of class
2017, 2019, and 2020, identity development is the
vector with the highest average score. For freshmen
of class 2018, the vector with the highest average
score is interpersonal relationship. Manage emotions
is a vector with the lowest average score for freshmen
of class 2017 and 2018 while for freshmen of class
2019 and 2020, vector competence has the lowest
average score. This shows that freshmen have a
different level of self-development when they start
studying at the college which is the population of this
study.
Other results show that the average value of each
vector in the new batch of 2018 students is higher
than the new batch students of 2017, 2019, and 2020,
except in the managing emotion development area
where the highest average value is in the 2020 class.
Meanwhile, the test results prove that that there is a
significant difference in the average Competence
score of freshmen class 2018 with class 2017, 2019,
and 2020. (p <0.001). It thus shows that there is one
Force that has a higher COM development rate than
another generation. The test on the comparison of the
average score between self-development shows that
there is a significant difference in the average score
of Manage Emotions for freshmen class 2017 with
class 2018, 2019, and 2020. (p <0.001); there is a
significant difference in the average value of Manage
Emotions for freshmen class 2018 with class 2020. (p
<0.05); There is also a significant difference in the
average value of Manage Emotions for freshmen
class 2019 and class 2020. (p <0.05).
In relation to the third area of self-development, it
was found that there was a significant difference in
the mean score of autonomy towards Interdependence
among freshmen class 2018 and batch 2019 and 2020.
(p <0.001); There is a significant difference in the
average score of Autonomy towards Interdependence
in freshmen class 2017 with class 2020. (p <0.05),
and there is a significant difference in the average
Model of Student Development by Chickering Theory
179
score of Autonomy towards Interdependence for
freshmen class 2019 and class 2020. (p < 0.05). In the
development of the fourth area, it was found that there
was a significant difference in the average value of
Interpersonal Relationships among freshmen class
2018 with class 2017, 2019, and 2020. (p <0.001);
There is a significant difference in the average value
of Interpersonal Relationships for freshmen class
2017 with class 2020. (p <0.05). Other results show
that there is a significant difference in the average
value of Interpersonal Relationships for freshmen
class 2019 and class 2020. (p <0.05). Meanwhile,
with regard to the fifth self-development area, it was
found that there was a significant difference in the
average value of Identity Development for freshmen
class 2017 with class 2018, 2019, and 2020. (p
<0.001); there is a significant difference in the
average value of Identity Development for freshmen
class 2018 and batch 2019, and 2020. (p <0.001);
There is a significant difference in the mean value of
Identity Development for freshmen class 2019 and
class 2020. (p <0.05). Furthermore, regarding the
sixth area of self-development, the test results show
that there is a significant difference in the average
value of Developing Purpose for freshmen class 2017
with batches of 2018, 2019, and 2020. (p <0.001),
there is also a difference in the average value of
Developing Purpose. which is significant for
freshmen class 2018 with class 2019, and 2020. (p
<0.001). The last one is that it is found that there is a
significant difference in the average score of
Development of Integrity for freshmen class 2017
with class 2018 and 2020. (p <0.001); There is a
significant difference in the average value of
Development of Integrity for freshmen class 2018
with class 2019 (p <0.001), and there is a significant
difference in the average value of Development of
Integrity for freshmen class 2019 and class 2020. (p
<0.05).
Testing the correlation of the seven areas of self-
development in freshmen class 2017-2019 correlated
with each other at a significance level of p <0.001.
However, it was found that for freshmen of class
2020, only the area of competence has no correlation
with the other six vectors. The remaining vectors are
correlated with each other at a significance level of p
<0.001. It should be noted that the Batch 2020 is the
only batch that started college with distance learning,
as well as the orientation for new student orientation
conducted online so that it affects the measurement
results of the Competence.
Table 1: Simultaneous contribution of COM, ME, MIR,
IND toward ID Batch 2017-2020.
Model R F
p
2017 0.799 0.638 498.361 <.001
2018 0.789 0.623 638.524 <.001
2019 0.754 0.569 393.070 <.001
2020 0.746 0.557 304.586 <.001
Table 2: Partial contribution of COM, ME, MIR, IND
toward ID batch 2017-2020.
Model B Std. Error β
t
p
2017 COM 0.057 0.036 0.054 1.586 0.113
ME -0.002 0.021 -0.002 -0.071 0.943
IND 0.299 0.038 0.296 7.785 <.001
MIR 0.504 0.038 0.497 15.785 <.001
2018 COM 0.227 0.028 0.242 8.069 <.001
ME 0.071 0.019 0.091 3.775 <.001
IND 0.194 0.028 0.208 6.801 <.001
MIR 0.300 0.017 0.364 17.296 <.001
2019 COM 0.008 0.022 0.007 0.376 0.707
ME 0.162 0.029 0.167 5.478 <.001
IND 0.308 0.037 0.282 8.408 <.001
MIR 0.427 0.033 0.379 13.062 <.001
2020 COM 0.019 0.023 0.018 0.821 0.412
ME 0.161 0.031 0.169 5.115 <.001
IND 0.339 0.039 0.323 8.807 <.001
MIR 0.361 0.035 0.334 10.476 <.001
The final test which is the main objective of this
research is testing the contribution of each of the first,
second, third, and fourth development areas to the
fifth self-development area to test the theoretical
models found in previous research. The test results
show that for freshmen class 2017-2020, the four
vectors or areas of self-development, namely COM,
ME, IND, and MIR contribute simultaneously to the
area of ID. However, if it is tested partially, only
freshmen of the 2018 class, whose four vectors have
a contribution to ID. (n = 1549). Whereas for
freshmen of 2019 (n = 1198) and 2020 (n = 973),
vector COM does not have a partial contribution to
ID. For freshmen of class 2017 (n = 1137), vector
COM and ME were found to have no partial
contribution to ID.
Table 3: Simultaneous contribution of IND toward PUR
batch 2017-2020.
Model R F
p
2017 0.729 0.532 1290.221 <.001
2018 0.719 0.517 1658.980 <.001
2019 0.747 0.558 1512.182 <.001
2020 0.727 0.529 1090.191 <.001
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Table 4: Partial contribution of IND toward INT batch
2017-2020.
Model R F
p
2017 0.689 0.475 1025.441 <.001
2018 0.642 0.412 1085.896 <.001
2019 0.781 0.610 1868.580 <.001
2020 0.730 0.533 1107.017 <.001
Table 5: Contribution of PUR toward INT batch 2017-
2020.
Model R F
p
2017 0.641 0.411 1080.481 <.001
2018 0.789 0.623 638.524 <.001
2019 0.815 0.664 2368.688 <.001
2020 0.817 0.668 1956.018 <.001
In all batches of freshmen, it was found that ID has a
contribution to PUR and development of INT.
Developing PUR also contribute to the development
of INT.
Table 6: Goodness of fit of student development model.
χ² RMSEA TLI GFI CFI NFI PGFI
258.986 0.080 0.990 0.995 0.995
0.995 0.984
In general, Figure 1 shows that the empirical
model of student development in “X” University
students fits the seven vectors of student development
from Chickering (RMSEA = 0.080; TLI = 0.990; NFI
= 0.995; GFI= 0.995; CFI= 0.995; PGFI= 0.984).
Figure 1: Path analysis model of the seven vector of student
development on freshmen from 2017-2020.
This condition shows that student self-
development has the same characteristics as other
cultures in the context of self-development.
4 CONCLUSIONS
As a conclusion, it can be said that the theoretical
model found by previous studies also applies to the
student population who is the subject of this study.
There were slight variations in different batch,
however, in general it can be said that the
contributory relationships of the intended areas of
development theoretically proved consistent
expressing a similar model.
Therefore, it can be suggested that the student
affairs office should collaborates with the
management of study programs to develop academic
and extra-curricular activities which refer to the self-
development model based on the self-development
theory by Arthur Chickering, because it has been
proven to be in accordance with student conditions
enrolled in the last four years, with slight variations
in the results found.
ACKNOWLEDGEMENTS
The authors would like to acknowledge full support
of the management of the Maranatha Christian
University, the Student Affairs Office as well as the
Faculty of Psychology. We would also like to
appreciate participation of all students who had
willingly participating in this research.
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APPENDIX
COM : Developing Competence
ME : Managing Emotion
IND : Moving Through Autonomy
Towards Interdependence
MIR : Mature Interpersonal Relationship
ID : Establishing Identity
PUR : Developing Purpose
INT : Developing Integrity
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