Students’ Perspective on Quality Assurance in Higher Education in the Context of Sustainability: A PLS-SEM Approach
Abstract
:1. Introduction
- RQ1.
- How does the quality of the educational process, the infrastructure and technical equipment, the practical activities, and the students’ research activities influence the knowledge/competencies/skills acquired by the students?
- RQ2.
- How does the quality of the educational process, the infrastructure and technical equipment, the practical activities, and the students’ research activities influence their chances of employment in the labor market?
2. Theoretical Background and Hypotheses Development
3. Methodology
3.1. Measures
- Infrastructure and technical equipment. Its importance relies on the facilities that assist the professors and students in daily educational activities in achieving an optimal environment for the academic process. As specific variables, 7 items were included, such as the “Equipment of classrooms/seminars (furniture, video projectors, etc.)”, “The correlation between the number of seats in the classrooms and the number of students in a series” or “The existence of appropriate software for study subjects”.
- Content of the educational process. Five items were included in this category, for example: “The relevance of the study disciplines”, “Structuring the disciplines of study in a logical sequence”, and “The compatibility between what you study in the course and what you study in the seminar”. All of these elements generally indicate the way in which the subjects and the profile of the universities should be structured.
- Teaching staff. The importance of these variables is underlined by the fundamental role of the teacher in the educational process and in training students with the most important competencies needed for employment in the labor market. Seven items were included, such as “The teacher‘s use of student-centered teaching methods”, “The student–teacher partnership relationship”, and “The resources used by the teacher in the teaching process (PPT presentations, statistics, etc.)”.
- Teaching activities included 7 items, such as “The relevance of the information that is transmitted”, “Actuality of the information transmitted in the course/seminars”, and “The practical applicability of the information provided”. This category is important, because it highlights the relevance and usefulness of didactic activities in the development and training of students.
- Research activities. The aim of this category was to determine the students’ perception regarding a number of reasons for choosing to engage in research activities. Nine items were included in this category, for example: “Familiarizing with the writing of a scientific research”, “Developing competitive spirit”, “Personal and professional development”, and the “Possibility to earn scholarships”.
- Practical activities. Seven items, which highlight a number of specific aspects related to the practical activities to which the students of the two universities must participate during the years of study, were included. Additionally, the importance of this category relies on the way in which the practical activities assist students to develop some specific competence. Some of the specific aspects used in the research were “Providing access to the place of practice by the university”, “The period of the specialization practice”, “The concordance between the practice and the field in which you are a student”, and “The way in which the specialized practice contributes to professional development”.
- Knowledge, skills, and competencies. This content was included as a result of the educational process. Six items, referring to general or transversal competencies, were included in this category, such as “Knowledge and competencies in the field of specialization”, “Communication skills/competencies”, “Organizational skills and competencies”, and “Entrepreneurial skills”.
- Employability. As specific variables, two items referring to students’ chances of engaging after they have completed their studies in the field in which they have prepared or in a related field were included.
3.2. Participants
3.3. Procedure
3.4. Data Analysis
4. Results
4.1. Descriptive Statistics
4.2. Measurement and Structural Model Assessment
4.3. Testing Research Hypotheses
5. Discussion
6. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
Appendix A
Construct | Variables | References |
---|---|---|
Infrastructure and technical equipment (Teq) | TEq1—The correlation between the number of seats in the classrooms and the number of students in a series TEq2—The correlation between the number of seats in the seminar rooms and the number of students in a group TEq3—Equipment of classrooms/seminars (furniture, video projectors, etc.) TEq4—Facilities of sanitary groups TEq5—The equipment of computer science laboratories (modern computers, etc.) TEq6—The existence of appropriate software for study subjects TEq7—Wireless internet access in the university | [21,43,44] |
Content of the educational process (Cont) | Cont1—The correlation between the study discipline and the profile you are studying Cont2—The relevance of the study disciplines Cont3—Structure of the disciplines of study in a logical sequence Cont4—The compatibility between what you study in the course and what you study in the seminar Cont5—The clear presentation of the assessment requirements in the first courses | [14,19,21,36,43,44] |
Teaching staff (TSt) | TSt1—The teacher’s use of student-centered teaching methods TSt2—The teacher’s communication skills, but also his/her ability to make themselves clear TSt3—The teacher’s professional training TSt4—The student–teacher partnership relationship TSt5—The resources used by the teacher in the teaching process (PPT presentations, statistics, etc.) TSt6—Interactivity of the teaching TSt7—The availability of the teachers to provide students with counseling TSt8—The teacher involvement in guiding students in research (sessions of scientific communications, participation in conferences, publication of articles in magazines in their field, etc.) | [19,36,41,43,44] |
Teaching activities (TAc) | TAc1—Number of students in a series TAc2—The knowledge gained during the courses TAc3—Number of students in a group Tac4—Knowledge gained during seminars TAc5—The relevance of the information that is transmitted Tac6—Actuality of the information transmitted in the course/seminars TAc7—The practical applicability of the information provided | [19,36,43,44,45] |
Research activities (Res) | Res1—Familiarization with the writing of a scientific research Res2—Development of competitive spirit Res3—Interaction in the scientific communication session Res4—The possibility of collaborating with teachers Res5—The awards offered at the session (money, books, etc.) Res6—Receipt of a diploma Res7—Personal and professional development Res8—Receipt of bonuses for the final evaluation (extra points on the exam) Res9—Possibility to earn scholarships | [14,36,43,44,50,52] |
Practical activities (Prct) | Prct1—Provision of access to the place of practice by the university Prct2—Duration of specialty practice Prct3—The period of the specialty practice Prct4—Communication with the practice coordinator teacher Prct5—Practice documentation for the final assessment (practice notebook, etc.) Prct6—The concordance between the practice and the field in which you are a student Prct7—The way in which the specialized practice contributes to professional development | [16,33,43,44,47] |
Knowledge, skills and competencies (Comp) | Comp1—Knowledge and competencies in the field of specialty Comp2—Communication skills/competencies Comp3—Teamwork competencies Comp4—Organizational skills and competencies Comp5—Analytical and problem-solving skills Comp6—Entrepreneurial skills | [7,8,19,20,21,34,36,39,43,44] |
Employability (Emp) | Emp1—The chances of being hired after completing your studies in the field of your studies Emp2—The chances of being hired after completing your studies in a related field | [7,8,35,43,44] |
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Construct | Items | Variables | References |
---|---|---|---|
Infrastructure and technical equipment (TEq) | 7 | TEq1–TEq7 | [21,43,44] |
Content of the educational process (Cont) | 5 | Cont1–Cont5 | [14,19,21,36,43,44] |
Teaching staff (TSt) | 8 | TSt1–TSt8 | [19,36,41,43,44] |
Teaching activities (TAc) | 7 | TAc1–TAc7 | [19,36,43,44,45] |
Research activities (Res) | 9 | Res1–Res9 | [14,36,43,44,50,52] |
Practical activities (Prct) | 7 | Prct1–Prct7 | [16,33,43,44,47] |
Knowledge, skills, and competencies (Comp) | 6 | Comp1–Comp6 | [7,8,19,20,21,34,36,39,43,44] |
Employability (Emp) | 2 | Emp1–Emp2 | [7,8,35,43,44] |
No. | Constructs | Mean | SD | t-Test a | t-Test b |
---|---|---|---|---|---|
Quality criteria | |||||
1 | Infrastructure and technical equipment | 3.168 | 0.972 | −6.167 *** | 0.274 |
2 | Content of the educational process | 3.397 | 0.973 | 1.908 | −0.458 |
3 | Teaching staff | 3.350 | 0.974 | −0.453 | 0.060 |
4 | Teaching activities | 3.447 | 0.908 | 0.735 | 0.939 |
5 | Research activities | 3.603 | 0.987 | 1.843 | 0.521 |
6 | Practical activities | 3.189 | 1.116 | 0.376 | 0.507 |
Academic outcomes | |||||
7 | Knowledge, skills, and competencies | 3.417 | 1.021 | −0.078 | −0.352 |
8 | Employability | 3.328 | 1.015 | 0.974 | 0.186 |
Constructs | Items | Loadings | Cronbach’s Alpha | rho_A | CR | AVE |
---|---|---|---|---|---|---|
Infrastructure and technical equipment (Teq) | TEq1 | 0.720 | 0.882 | 0.884 | 0.911 | 0.631 |
TEq2 | 0.755 | |||||
TEq3 | 0.848 | |||||
TEq4 | 0.781 | |||||
TEq5 | 0.849 | |||||
TEq6 | 0.807 | |||||
Educational process (EdProc) Second-order construct | Cont | 0.904 | 0.964 | 0.965 | 0.967 | 0.595 |
Tst | 0.946 | |||||
TAc | 0.931 | |||||
Content of the educational process (Cont) | Cont1 | 0.861 | 0.887 | 0.889 | 0.917 | 0.690 |
Cont2 | 0.885 | |||||
Cont3 | 0.835 | |||||
Cont4 | 0.803 | |||||
Cont5 | 0.765 | |||||
Teaching staff (Tst) | TSt1 | 0.835 | 0.939 | 0.940 | 0.950 | 0.702 |
TSt2 | 0.864 | |||||
TSt3 | 0.808 | |||||
TSt4 | 0.865 | |||||
TSt5 | 0.835 | |||||
TSt6 | 0.847 | |||||
TSt7 | 0.839 | |||||
TSt8 | 0.811 | |||||
Teaching activities (TAc) | TAc1 | 0.728 | 0.916 | 0.922 | 0.933 | 0.668 |
TAc2 | 0.833 | |||||
TAc3 | 0.756 | |||||
TAc4 | 0.886 | |||||
TAc5 | 0.883 | |||||
TAc6 | 0.824 | |||||
TAc7 | 0.796 | |||||
Research activities (Res) | Res1 | 0.765 | 0.939 | 0.942 | 0.949 | 0.674 |
Res2 | 0.820 | |||||
Res3 | 0.850 | |||||
Res4 | 0.859 | |||||
Res5 | 0.798 | |||||
Res6 | 0.793 | |||||
Res7 | 0.882 | |||||
Res8 | 0.758 | |||||
Res9 | 0.852 | |||||
Practical activities (Prct) | Prct1 | 0.817 | 0.942 | 0.943 | 0.953 | 0.742 |
Prct2 | 0.883 | |||||
Prct3 | 0.867 | |||||
Prct4 | 0.832 | |||||
Prct5 | 0.876 | |||||
Prct6 | 0.893 | |||||
Prct7 | 0.861 | |||||
Knowledge, skills and competencies (Comp) | Comp1 | 0.826 | 0.929 | 0.933 | 0.944 | 0.739 |
Comp2 | 0.883 | |||||
Comp3 | 0.867 | |||||
Comp4 | 0.889 | |||||
Comp5 | 0.870 | |||||
Comp6 | 0.821 | |||||
Employability (Emp) | Emp1 | 0.912 | 0.713 | 0.747 | 0.873 | 0.774 |
Emp2 | 0.846 |
Hypothesis | Relationship | Std. Beta | Std. Error | t-Value | 95% BCI | Decision | f2 |
---|---|---|---|---|---|---|---|
H1 (+) | Teq → Comp | −0.028 | 0.042 | 0.663 | −0.101, 0.038 | Not supported | 0.001 |
H2 (+) | Teq → Emp | −0.117 | 0.050 | 2.386 * | −0.201, −0.037 | Not supported | 0.013 |
H3 (+) | EdProc → Comp | 0.430 | 0.050 | 8.645 *** | 0.352, 0.517 | Supported | 0.186 |
H4 (+) | EdProc → Emp | 0.244 | 0.063 | 3.857 *** | 0.145, 0.353 | Supported | 0.034 |
H5 (+) | Prct → Comp | 0.291 | 0.048 | 6.017 *** | 0.207, 0.365 | Supported | 0.112 |
H6 (+) | Prct → Emp | 0.088 | 0.058 | 1.525 | −0.009, 0.183 | Not supported | 0.006 |
H7 (+) | Res → Comp | 0.175 | 0.041 | 4.215 *** | 0.109, 0.245 | Supported | 0.046 |
H8 (+) | Res → Emp | 0.112 | 0.053 | 2.093 * | 0.022, 0.196 | Supported | 0.012 |
Relationship | Std. Beta | Std. Error | t-Value | 95% BCI | Type of Mediation |
---|---|---|---|---|---|
Teq → Comp a | 0.476 | 0.035 | 13.519 *** | 0.419, 0.535 | |
Teq → EdProc → Comp b | 0.266 | 0.034 | 7.763 *** | 0.213, 0.326 | Full mediation |
Teq → Prct → Comp b | 0.138 | 0.025 | 5.517 *** | 0.098, 0.180 | Full mediation |
Teq → Res → Comp b | 0.071 | 0.019 | 3.769 *** | 0.042, 0.104 | Full mediation |
Teq → Emp a | 0.378 | 0.038 | 9.856 *** | 0.316, 0.442 | |
Teq → Comp → Emp b | −0.009 | 0.014 | 0.644 | −0.033, 0.012 | Direct-only non-mediation |
Teq → EdProc → Emp b | 0.151 | 0.041 | 3.649 *** | 0.087, 0.224 | Competitive partial mediation |
Teq → Prct → Emp b | 0.042 | 0.028 | 1.519 | −0.003, 0.088 | Direct-only non-mediation |
Teq → Res → Emp b | 0.045 | 0.022 | 2.027 * | 0.011, 0.084 | Competitive partial mediation |
Teq → EdProc → Comp → Emp b | 0.083 | 0.019 | 4.311 *** | 0.055, 0.120 | Competitive partial mediation |
Teq → Prct → Comp → Emp b | 0.043 | 0.012 | 3.593 *** | 0.026, 0.066 | Competitive partial mediation |
Teq → Res → Comp → Emp b | 0.022 | 0.007 | 3.068 ** | 0.012, 0.037 | Competitive partial mediation |
EdProc → Emp a | 0.133 | 0.029 | 4.567 *** | 0.090, 0.188 | Complementary partial mediation |
Prct → Emp a | 0.091 | 0.024 | 3.815 *** | 0.056, 0.134 | Full mediation |
Res → Emp a | 0.054 | 0.016 | 3.323 *** | 0.031, 0.085 | Complementary partial mediation |
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Gora, A.A.; Ștefan, S.C.; Popa, Ș.C.; Albu, C.F. Students’ Perspective on Quality Assurance in Higher Education in the Context of Sustainability: A PLS-SEM Approach. Sustainability 2019, 11, 4793. https://doi.org/10.3390/su11174793
Gora AA, Ștefan SC, Popa ȘC, Albu CF. Students’ Perspective on Quality Assurance in Higher Education in the Context of Sustainability: A PLS-SEM Approach. Sustainability. 2019; 11(17):4793. https://doi.org/10.3390/su11174793
Chicago/Turabian StyleGora, Ana Alexandra, Simona Cătălina Ștefan, Ștefan Cătălin Popa, and Cătălina Florentina Albu. 2019. "Students’ Perspective on Quality Assurance in Higher Education in the Context of Sustainability: A PLS-SEM Approach" Sustainability 11, no. 17: 4793. https://doi.org/10.3390/su11174793
APA StyleGora, A. A., Ștefan, S. C., Popa, Ș. C., & Albu, C. F. (2019). Students’ Perspective on Quality Assurance in Higher Education in the Context of Sustainability: A PLS-SEM Approach. Sustainability, 11(17), 4793. https://doi.org/10.3390/su11174793