European Journal of Marketing and Economics
Volume 6, Issue 4, 2023 · ISSN 2601-8659 (Print) · ISSN 2601-8667 (Online)
© 2023 Dora. This article follows the
Open Access policy of CC BY NC SA under CC v 4.0.
Submitted: 23/10/2023 - Accepted: 25/11/2023 - Published: 28/12/2023
Service Quality and Education Cost Implication the Decision to Stay Active Re-Study Mediated by Student Satisfaction – A Study at Private University in West Java
Faculty of Business and Management Universitas Widyatama Bandung, Indonesia
yenny.maya@widyatama.ac.id
DOI: 10.26417/m9ja4188
Abstract
This study aims to rigorously analyze the implications of service quality variables and education costs in relation to student satisfaction, as well as their subsequent impact on the decision of students to remain active and re-enroll at private universities in West Java. Employing a comprehensive survey method, the researchers gathered primary data through the distribution of detailed questionnaires to a representative population of private university students within the region. To ensure statistical depth, the data were processed using Structural Equation Modeling (SEM) via AMOS 18, allowing for a sophisticated examination of complex variable interactions. The empirical results conclude that a student's decision to stay active and pursue further study is significantly driven by both service quality and education costs, with student satisfaction acting as a critical mediating variable. Ultimately, the findings suggest that academic institutions must optimize both service delivery and pricing strategies to foster the long-term loyalty and satisfaction of their student body.
Keywords: Quality of Service, Cost of Education, Student Satisfaction, Student Decision
Introduction
Education is a necessity for every young generation as the nation successors, so the young generation must strive to achieve the highest education as a provision to compete in seizing the opportunity to work in the workplace. Private Universities present to accommodate students who cannot be accommodated by State Universities. Private Universities are growing and developing like the service industry in general. Of whom students are one of the customers of Private Universities.
The quality of a Private University is determined by the service quality that is provided, in which the service quality can be identified through customer satisfaction in this case is the students. For Private Universities, service satisfaction is more oriented towards the students because they are the primary customers of the universities. Private universities as service industry should continue to think more maturely about the importance of service to students, it is now increasingly perceived that Quality of Service and Customer Satisfaction is a vital aspect in order to survive in the service business and win the competition (Tjiptono, 2004). Student satisfaction will be achieved if there is a match between services that are provided to students with what is expected by them. As it is expressed by Wadhwa and Radja (2006) that student satisfaction to the services that are received is seen from the match between the expectation and the service performance that is received. This is in accordance with the statement of Lupiyoadi (2001), that Cost is a factor which influences the level of customer satisfaction.
Currently there are 58 private universities in West Java. Source: http://dikti.go.id, 2017. The number of many universities when it is viewed from the university perspective results in a fairly tight competition in obtaining prospective students. The potentials and advantages of each private university will be deployed as much as possible and become a positive selling point, but otherwise the Private Universities which are unable and unrivaled competitiveness will feel the impact of this competition in the form of the lack of student number.
On the other hand, the growth of private universities make the prospective students have many alternatives in choosing a university. This causes the distribution to be very lame between one particular Private University with other although with relatively similar characteristics of Private University eg study programs which are managed, facilities and infrastructure which are owned for example permanent lecture, laboratory, education cost, etc. There are certain private universities that are in great demand, on the other hand some are less desirable. The following data is the the number of Active students at Private Universities in West Java which can be seen in table 1.1 below:
Tabel 1. The number of Active students at Private Universities in West Java
| No. | Name of Universities | Number of Active Students |
| 1 | Universitas Ibn Khaldun | 4.518 |
| 2 | Universitas Islam Bandung | 8.513 |
| 3 | Universitas Islam Nusantara | 5.329 |
| 4 | Universitas Pakuan | 12.578 |
| 5 | Universitas Islam Syekh Yusuf | 3.992 |
| 6 | Universitas Katolik Parahyangan | 8.203 |
| 7 | Universitas Kristen Maranatha | 8.114 |
| 8 | Universitas Pasundan | 17.295 |
| 9 | Universitas Swadaya Gunung Djati | 9.987 |
| 10 | Universitas 17 Agustus 1945 Cirebon | 2.108 |
| 11 | Universitas Advent Indonesia | 1.635 |
| 12 | Universitas Wiralodra | 3.561 |
| 13 | Universitas Langlang Buana | 2.828 |
| 14 | Universitas Bandung Raya | 1.597 |
| 15 | Universitas Islam 45 | 7.303 |
| 16 | Universitas Djuanda | 3.402 |
| 17 | Universitas Nusa Bangsa | 695 |
| 18 | Universitas Jenderal Achmad Yani | 8.356 |
| 19 | Universitas Winaya Mukti | 167 |
| 20 | Universitas Galuh Ciamis | 6.979 |
| 21 | Universitas Garut | 3.511 |
| 22 | Universitas Nurtanio | 2.093 |
| 23 | Universitas Swiss German | 1.323 |
| 24 | Universitas Komputer Indonesia | 8.973 |
| 25 | Universitas Muhammadiyah Cirebon | 2.609 |
| 26 | Universitas Suryakancana | 2.877 |
| 27 | Universitas Nasional Pasim | 1.781 |
| 28 | Universitas Mathla ul Anwar | 2.856 |
| 29 | Universitas Pamulang | 35.261 |
| 30 | Universitas Widyatama | 6.466 |
| 31 | Universitas Putra Indonesia | 370 |
| 32 | Universitas Kebangsaan | 313 |
| 33 | Universitas Al-ghifari | 833 |
| 34 | Universitas Kuningan | 3.936 |
| 35 | Universitas Pramita Indonesia | 2.166 |
| 36 | Universitas Muhammadiyah Sukabumi | 2.578 |
| 37 | Universitas Presiden | 220 |
| 38 | Universitas Subang | 2.695 |
| 39 | Universitas Majalengka | 2.095 |
| 40 | Universitas Sangga Buana | 304 |
| 41 | Universitas Informatika Dan Bisnis Indonesia | 706 |
| 42 | Universitas Wanita Internasional | 754 |
| 43 | Universitas Bale Bandung | 111 |
| 44 | Universitas Serang Raya | 6.471 |
| 45 | Universitas Teknologi Nusantara Cilegon | 451 |
| 46 | Universitas Muhammadiyah Tangerang | 11.912 |
| 47 | Universitas BSI | 1.714 |
| 48 | Universitas Pembangunan Jaya Tangerang | 472 |
| 49 | Universitas Nahdlatul Ulama Cirebon | 1.704 |
| 50 | Universitas Banten Jaya | 1.058 |
| 51 | Universitas Surya Bogor | 980 |
| 52 | Universitas Telkom | 13.982 |
| 53 | Universitas Buddi Dharma | 2.691 |
| 54 | Universitas Muhammadiyah Tasikmalaya | 853 |
| Total | 244.597 | |
Source : http://dikti.go.id, 2017
From the data in table 1.1, it can be seen that the number of student distribution which is unequal between Private Universities in West Java. Therefore, in an effort to maintain ... maintaining students who have entered the university then the decision-making process of students in deciding to remain studying at a particular Private University is very important to be known by its managers.
Literature Review
Service Quality
Quality for students can be defined as the overall assessment of students about experience in study, (Zeithamel, 1988). Most of the dimensions of service quality are based on student perspective so students become the determinants to measure the service quality, and it is not the decision makers in Universities. Service quality is grouped into several dimensions: Tangibles, Competence, Content, Delivery, Reliability, (Parasuraman, et al., 1991) thereby generating trust to Universities for fulfilling best promises and acts for students (Gronroos, 2008). Whereas, the reliability of Universities in delivering the services that have been promised in a timely and accurate manner will be satisfactory, (Ghobadian, et al., 1994).
Education Cost
Competition between Private Universities forces them to be careful in setting prices or so-called tuition fees so as not to get caught up in the increasingly fierce competition in the education world. In creating student satisfaction, the factor of service quality itself is not enough because students always involve the relation between tuition fees and benefits that are provided by the university (Lee and Cunningham, 1996). In fact, tuition fees not only as a component in value creation but also a decisive factor in measuring customer satisfaction. The lower the tuition fee is in accordance with perceived by the student, the more satisfied the student will be for the tuition fees which are set by the university (Clemes, 2008). Tuition fees can be assumed as compensation for benefits that are received. Tuition fees are defined as student perceptions of what is sacrificed to obtain university services (Zeithaml, 1998; Lien and Yu, 2001). Tuition is a sum of money which is exchanged by students with the services and reputation that are provided by Universities (Monroe, 2003; Kotler and Armstrong, 2010; Hanif, et al., 2010).
The education cost of Private Universities according to Lupioyadi (2001) argues that the term of price in university services business can be found with the term SPP (tuition), including 1). Registration fee/re-registration at the beginning of each semester, 2). Tuition fees that include fees for the education administration and are also related to the development and founding of curricular and extra-curricular activities such as book money, equipment, etc. For per semester; 3) Cost per credit/SKS; 4) Building donation money; 5) Exam money and others.
Student Satisfaction
The rapid growth of the number of universities significantly increases the cost of conducting education so as to encourage universities to think differently about the role of student satisfaction in influencing its sustainability (Kotler and Fox, 1995). The value which is created by universities through the service quality that is offered, the reputation of universities and the fairness of the set price will influence student satisfaction.
Kotler and Keller (2008: 177) express satisfaction is the feeling of pleasure or disappointment of someone that emerge after comparing the perception/impression to the performance or the outcome of a product and expectations. Satisfaction is a function of perception/impression of performance and expectation. According to Jurkowitsch, et al (2006), "Student satisfaction is defined as the student's fulfillment response." This means that student satisfaction is defined as the response to the needs fulfillment of the students. Wijaya (2012) argues that "Customer satisfaction of education service is one of the determinants on educational competition success." Satisfaction is a positive emotional state that is resulted from student and university interaction over time (Li-wei and Tsung-chi, 2007).
The Decision in Remaining Active to Study
According to Peter and Olson (2013) define purchasing decision making as follow: The core process in consumer decision making is the integration process which is used to combine knowledge to evaluate two or more alternative behaviors and choose one of them.
Schiffman and Kanuk (2007) argue that decision-making process as important process that is influenced by the external environment that consists of marketing mix (product, promotion, price, distribution) and socio-cultural environment (family, informational source, non-commercial sources, social class, culture and sub-cultures). Then, the internal environment (psychological factors) consists of motivation, personality, learning, perception, and attitude. Similarly, as it is proposed by James F. Engel, Rogerd D. Blackwell, Paul W. Miniard, (1992) who state that consumer decisions in choosing a product/service is influenced by three things: 1) Environmental/external influences that consist of cultural factors, social class, personal influence, family, and situation; 2) The Influence of Individual/Internal Differences that consist of Consumer Resources (time, money, attention), motivation and involvement, knowledge, attitude, personality, lifestyle, and demography 3) Psychological influences that consist of processing, information, learning, changing attitudes and behavior.
2.5 Research Framework and Hypotheses
2.5.1 Research Framework
The following is the research framework which can be seen in Figure 1 below:
Figure 1. Research Framework (Source: Processed Data, 2018)
Based on the framework in Figure 1, the research hypothesis is as follows:
1. H1: There is an influence between Service Quality to Student Satisfaction.
2. H2: There is an influence between Education Cost to Student Satisfaction.
3. H3: There is an influence between Student Satisfaction to Decision in Remaining Active To Study.
4. H4: There is an influence between Service Quality to Active and Decisions in Remaining Active to Study which is mediated by Satisfaction.
5. H5: There is an influence between Education Cost to to Active and Decisions in Remaining Active to Study which is mediated by Satisfaction.
Research Methods
Research Design
This study is done by using Crosssectional development method. Cross-sectional research is a study whose data collection is done at a certain point in time.
Data Analysis Method
The method which is used to analyze the data of this study is using structural equation model (SEM). According to Ferdinand (2014), Measurement model is intended to confirm a dimension or factor based on its empirical indicators. Structural models are models of relation structures that form or explain causality between factors.
Research Variables
The research variables can be grouped into two: first, exogenous variable (free) is Service Quality (X1), and Education Cost (X2). Second, endogenous variable consists of Satisfaction (Y1) and Decision in Remaining Active to Study (Y2) (dependent variables).
Population and Sample
In this study, the population is the students in Faculty of Business and Management at Private Universities in West Java which are still active in 2016/2017 Academic Year which are 244,597 students. Of the population of 244,597 students, researchers only take some of the population as research subjects (Sekaran, 2006). While the sample size in the study is the appropriate sample size in a research, it is 30 to 500. Furthermore, the guidelines for sample size depend on the parameters that are estimated. The guidelines are 5 to 10 times of the variables that are estimated. The number of variables in this study are 5 variables, then based on Maximum likelihood (ML) estimation technique estimate on SEM with percentage of uncertainty clearance which is used in research by 5%. Then the number of samples in this study is 350 students.
Sampling method with certain criteria (purposive sampling), i.e. the sampling which is done by taking the selected people according to the specific characteristics that are possessed by the sample. Researchers use purposive samples because researchers use students with certain criteria to be sampled. The criteria are the minimum students who are in the ≥ 3rd semester, and the students are still active studying.
Research Results and Discussion
Analisis Structural Equation Modeling (SEM)
The result of data analysis with structural equation modeling method or SEM, with the help of AMOS program 18 version can be made the measurement table of Goodness Of Fit research model as follows: presented in table 2.
Table 2. Feasibility Test Results of Structural Equation Model (SEM) Model
| Criteria | Cut-Off-Value | Analysis Results | Evaluation Model |
| χ2 (Chi-Square) | Expected small | 389.988 | Fit |
| Probability | ≥ 0.05 | 0.266 | Fit |
| RMSEA | ≤ 0.083 | 0.018 | Fit |
| CMIN/DF | ≥ 2.00 | 1.047 | Fit |
| GFI | ≥ 0.90 | 0.916 | Fit |
| AGFI | ≥ 0.90 | 0.876 | Marginal |
| TLI | ≥ 0.96 | 0.997 | Fit |
| CFI | ≥ 0.95 | 0.988 | Fit |
Source: Processed Data, 2018
These results indicate that the model which is used is acceptable. Measurement indexes TLI, CFI, CMIN/DF and RMSEA are within the expected value range even though AGFI is received marginally. Thus the feasibility test of the SEM model has met the acceptance requirement.
Hypothesis Testing
After all assumptions can be met, then hypothesis will be tested as it is proposed in the previous chapter. To test the hypothesis which is proposed, it is done by analyzing the regression weights for each of its exogenous constructs against its endogenous constructs. By looking at the C.R value which is identical with t-count, on the processing result compared with the critical value is ± 1.96 at the 0.05 significance level (5%). The results of hypothesis testing are presented in table 3.
Tabel 3. Regression Weight Structural Equational Model
| Relation between variables | Estimate | S.E. | C.R. | P-val |
| KM KP | 0.493 | 0.106 | 3.929 | 0.002 |
| KM BP | 0.398 | 0.101 | 2.887 | 0.000 |
| KTAK KP | 0.491 | 0.090 | 3.495 | 0.000 |
| KTAK KM | 0.478 | 0.113 | 3.897 | 0.001 |
| KTAK BP | 0.465 | 0.108 | 2.874 | 0.000 |
Source: Processed data, 2018
From the testing results in table 3, it is found that all CR values are above 1.96 or with probabilities which is smaller than 0.05. Thus all hypotheses are accepted.
Discussion of Hypothesis Test Results
1. Hypothesis Test 1: Service Quality influences Satisfaction.
The test result to the estimation parameter coefficient for the influence testing which is the relation between two variables that are hypothesized (learning with satisfaction) shows the value of estimation parameter coefficient of 0.493 and CR value of 3.929 with probability of 0.002. This means there is a positive influence of Service Quality to Satisfaction. This suggests that the increase in service quality will have an impact on the increase in Satisfaction. So the results of this study in accordance with the research of Alma, Buchari (2007), Andini (2010), and Nahan (2013) which indicates that service quality influences on satisfaction.
2. Hypothesis Test 2: Education Cost influences Satisfaction.
The test result to the estimation parameter coefficient for the influence testing which is the relation between two variables that are hypothesized (education facility with satisfaction) shows the value of estimated parameter coefficient of 0.398 and the C.R. value of 2,887 with probability of 0.000. This means there is a positive influence of Education Cost on Satisfaction. The increase in education cost will increase student satisfaction. The results of this study are in accordance with the research of Tuan (2012) which shows that Education Cost influences Satisfaction.
3. Hypothesis Test 3: Satisfaction influences Decision in Remaining Active to Study.
The test results to the estimation parameter coefficient for the influence testing which is the relation between two variables that are hypothesized (Satisfaction with Decision in Remaining Active to Study) shows the value of estimated parameter coefficient of 0.491 and CR value of 3.495 with probability of 0.000. This means there is a positive influence of learning methods on satisfaction. The increase in Student satisfaction will make students decide to remain active studying in university. The results of this study are in accordance with the research of Guolla which proves that Satisfaction is strongly related to Decision in Remaining Active to Study (Owusu, 2013).
4. Hypothesis Test 4: Service Quality influences Decision in Remaining Active to Study.
The test result to the estimation parameter coefficient for the influence testing which is the relation between two variables that are hypothesized (Service Quality with Decision in Remaining Active to Study) shows the value of estimated parameter coefficient of 0.478 and CR value of 3.897 with probability of 0.000. This means there is a positive influence of Service Quality to Decision in Remaining Active to Study. This means the increase in Service Quality will support students deciding to remain active studying. The results of this study reinforce the research of (Sylviana, A., 2006). which states the Service Quality of Customer has the greatest influence on the Decision in Remaining Active to study for students.
5. Hypothesis Test 5: Education Cost influences on Decision in Remaining Active to Study
The test result of the estimation parameter coefficient for the influence testing which is the relation between two variables that are hypothesized (Education Cost with Decision in Remaining Active to Study) shows the value of estimated parameter coefficient of 0,494 and CR value of 2,874 with probability of 0.000. This means that there is a positive influence of Education Cost to Decision in Remaining Active to Study. Compatibility of Education Costs with benefits will make students decide to stay active studying.
Conclusions
Service Quality has a positive and significant influence on Student Satisfaction, it means that Hypothesis 1 is accepted and answers the first research problem of this study.
Education cost has a positive and significant influence on Student Satisfaction, it means that Hypothesis 2 is accepted and answers the second research problem of this study.
Student Satisfaction has a positive and significant influence on decision in remaining active to study, it means that Hypothesis 3 is accepted and answers the third research problem of this study.
Service Quality has a positive and significant influence on Decision in Remaining Active to Study. And the indirect influence of Service Quality to student satisfaction which is mediated by Student Satisfaction variable is significant, it means that Hypotersis 4 is accepted and answers the fourth research problem of this study.
Direct Influence of Education Costs to Decisions in Remaining Active to Study, And indirect influence of Service Quality to Decision in Remaining Active to Study which is mediated by Student Satisfaction variable is significant, it means that Hypotersis 5 is accepted and answers the fifth problem research of this study.
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