The Relationship between the Reorganization of Higher Education Institutions' Operations in Poland During the COVID-19 Pandemic and Student Loyalty
30 dic 2024
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Categoría del artículo: research article
Publicado en línea: 30 dic 2024
Páginas: 65 - 91
Recibido: 06 nov 2024
Aceptado: 10 dic 2024
DOI: https://doi.org/10.2478/minib-2024-0022
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© 2024 Bogdan Sojkin et al., published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
Correlation between the level of student loyalty and components related to the functioning, organization, and delivery of online classes at the university during the COVID-19 pandemic_
Component | Level of loyalty (NPS) | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
Overall | F | M | ||||||||
FC1. Administrative and organizational efficiency of the university | .514 |
.523 |
.497 |
|||||||
FC2. Offer of professional and academic development | .433 |
.451 |
.411 |
|||||||
OC1. Technical and didactic support in remote education | .522 |
.538 |
.507 |
|||||||
OC2. Atmosphere and practical value of online education | .472 |
.469 |
.460 |
|||||||
FC1. Administrative and organizational efficiency of the university | .553 |
.505 |
.505 |
.509 |
.522 |
.520 |
.478 |
.502 |
.503 |
.549 |
FC2. Offer of professional and academic development | .485 |
.355 |
.355 |
.444 |
.443 |
.449 |
.426 |
.400 |
.383 |
.459 |
OC1. Technical and didactic support in remote education | .564 |
.479 |
.479 |
.506 |
.561 |
.517 |
.464 |
.497 |
.506 |
.622 |
OC2. Atmosphere and practical value of online education | .509 |
.431 |
.431 |
.461 |
.503 |
.454 |
.399 |
.475 |
.464 |
.611 |
FC1. Administrative and organizational efficiency of the university | .495 |
.588 |
.469 |
.503 |
.565 |
.528 |
.466 |
.492 |
.518 |
.601 |
FC2. Offer of professional and academic development | .429 |
.500 |
.311 |
.463 |
.472 |
.468 |
.458 |
.376 |
.407 |
.473 |
OC1. Technical and didactic support in remote education | .512 |
.610 |
.472 |
.507 |
.599 |
.520 |
.450 |
.496 |
.530 |
.694 |
OC2. Atmosphere and practical value of online education | .443 |
.531 |
.386 |
.445 |
.526 |
.426 |
.371 |
.497 |
.447 |
.648 |
FC1. Administrative and organizational efficiency of the university | .499 |
.474 |
.542 |
.519 |
.412 |
.496 |
.515 |
.517 |
.468 |
.394 |
FC2. Offer of professional and academic development | .371 |
.445 |
.404 |
.401 |
.369 |
.393 |
.377 |
.454 |
.335 |
.414 |
OC1. Technical and didactic support in remote education | .496 |
.458 |
.474 |
.503 |
.457 |
.498 |
.498 |
.505 |
.445 |
.413 |
OC2. Atmosphere and practical value of online education | .493 |
.451 |
.481 |
.495 |
.440 |
.501 |
.460 |
.429 |
.479 |
.517 |
Comparison of components related to the organization and delivery of online classes at universities during the COVID-19 pandemic between selected groups of respondents_
Component | Overall Mean | Gender F | M | test-t |
---|---|---|---|
OC1. Technical and didactic support in remote education | 3.84 | 3.882 > 3.741 | 4.343 |
OC2. Atmosphere and practical value of online education | 3.68 | 3.762 > 3.511 | 5.888 |
OC1. Technical and didactic support in remote education | 3.84 | 3.771 < 4.012 | -7.158 |
OC2. Atmosphere and practical value of online education | 3.68 | 3.571 < 3.952 | -8.525 |
OC1. Technical and didactic support in remote education | 3.84 | 3.681 < 3.822 < 3.923 | 10.953 |
OC2. Atmosphere and practical value of online education | 3.68 | 3.481 < 3.662 ≈ 3.772 | 9.440 |
OC1. Technical and didactic support in remote education | 3.84 | 3.962 > 3.721 ≈ 3.681 < 3.992 > 3.701 | 20.937 |
OC2. Atmosphere and practical value of online education | 3.68 | 3.843 > 3.582 > 3.431 < 3.903 > 3.421 | 23.129 |
OC1. Technical and didactic support in remote education | 3.84 | 3.301 < 3.862 < 4.333 | 501.817 |
OC2. Atmosphere and practical value of online education | 3.68 | 3.021 < 3.722 < 4.263 | 415.620 |
Assessment of the likelihood of university students recommending their institution to friends or acquaintances_
Occurrence of recommendation | Total N (%) | Gender N(%) | Study Mode N(%) | Type of Degree Program N(%) | Year of Study N(%) | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
F | M | FT | PT | E | BA | MA | 1 | 2 | 3 | 4 | 5 | ||
95 |
57 |
38 |
54 |
41 |
8 |
48 |
39 |
15 |
19 |
33 |
14 |
14 |
|
72 |
50 |
22 |
44 |
28 |
6 |
41 |
25 |
16 |
16 |
16 |
13 |
11 |
|
109 |
71 |
38 |
80 |
29 |
13 |
52 |
44 |
25 |
34 |
15 |
16 |
19 |
|
133 |
86 |
47 |
106 |
27 |
13 |
82 |
38 |
38 |
37 |
28 |
20 |
10 |
|
208 |
138 |
70 |
159 |
49 |
31 |
118 |
59 |
59 |
48 |
47 |
32 |
22 |
|
292 |
180 |
112 |
218 |
74 |
33 |
180 |
79 |
87 |
88 |
54 |
40 |
23 |
|
438 |
291 |
147 |
333 |
105 |
54 |
290 |
94 |
147 |
118 |
88 |
63 |
22 |
|
551 |
363 |
188 |
412 |
139 |
65 |
320 |
166 |
189 |
134 |
94 |
92 |
42 |
|
424 |
299 |
125 |
324 |
100 |
51 |
250 |
123 |
170 |
108 |
51 |
58 |
37 |
|
510 |
357 |
153 |
323 |
187 |
45 |
264 |
201 |
200 |
100 |
56 |
105 |
49 |
|
2832 |
1892 |
940 |
2053 |
779 |
319 |
1645 |
868 |
946 |
702 |
482 |
453 |
249 |
|
909 |
582 |
327 |
661 |
248 |
104 |
521 |
284 |
240 |
242 |
193 |
135 |
99 |
|
989 |
654 |
335 |
745 |
244 |
119 |
610 |
260 |
336 |
252 |
182 |
155 |
64 |
|
934 |
656 |
278 |
647 |
287 |
96 |
514 |
324 |
370 |
208 |
107 |
163 |
86 |
|
2832 |
1892 |
940 |
2053 |
779 |
319 |
1645 |
868 |
946 |
702 |
482 |
453 |
249 |
|
25 |
74 |
-49 |
-14 |
39 |
-8 |
-7 |
40 |
130 |
-34 |
-86 |
28 |
-13 |
Aspects of the functioning, organization and delivery of online classes at universities during the COVID-19 pandemic_
Aspects of the functioning of universities during the COVID-19 pandemic | Overall Mean | Aspects of the organization and delivery of online classes at universities during the COVID-19 pandemic | Overall Mean |
---|---|---|---|
F1. General impression/perception of the university | 3.87 | O1. Quality of online classes | 3.86 |
F2. Career prospects post-graduation | 3.67 | O2. Satisfaction with online classes | 3.71 |
F3. Reorganization of classes to online formats | 3.92 | O3. Atmosphere during online classes | 3.89 |
F4. Access to library/reading rooms | 3.42 | O4. Practical usefulness of knowledge gained online | 3.54 |
F5. Efficiency of student services by university administration (dean’s offices, student services offices, etc.) | 3.65 | O5. Assimilation of knowledge during online classes | 3.31 |
F6. Attitude of administrative staff towards students | 3.67 | O6. Functionality of the online class platform | 4.00 |
F7. Digitalization of student services (e-campus, online services, student accounts, etc.) | 3.81 | O7. Technical support from the university | 3.50 |
F8. Transparency of the study process (e.g., conditions for choosing specializations) | 3.70 | O8. Training/materials for handling the online class platform | 3.68 |
F9. Organization of the recruitment process (for undergraduate and graduate programs) | 3.90 | O9. Instructors' ability to manage the online class platform | 3.85 |
F10. Availability of infrastructure for students to conduct their own research (e.g., for thesis work) | 3.40 | O10. Efficiency/organization of conducting online classes by instructors | 3.94 |
F11. Offers of internships/professional placements/student placements | 3.17 | O11. Method of knowledge transmission during online classes | 3.76 |
F12. Job offers/assistance from the university in finding employment | 3.01 | O12. Criteria for passing online classes | 3.94 |
F13. Offers of study abroad (Erasmus+, exchange programs with other universities, etc.) | 3.52 | O13. Materials for online classes | 4.12 |
F14. Offers from student academic societies (SAS) | 3.54 | O14. Instructors' attitude towards students | 4.04 |
F15. Offers of training, courses, webinars | 3.66 | O15. Clarity of instructions from instructors during online classes | 3.95 |
F16. System for regulating tuition payments (rules, amounts, etc.) | 3.72 | O16. Responsiveness of instructors | 4.01 |
F17. Scholarship system | 3.47 | O17. Interactions with instructors | 3.90 |
O18. Opportunity to participate in online consultations | 4.17 | ||
O19. Offers of open lectures | 3.48 | ||
O20. Participation of business practitioners in online classes | 3.23 |
EFA results for variables relating to the functioning of universities during the COVID-19 pandemic_
Component | Overall Mean | Factor loading | Primary Variables |
---|---|---|---|
FC1. Administrative and organizational efficiency of the university | 3.77 | .701 | 1. General impression/perception of the university |
.677 | 3. Reorganization of classes to online formats | ||
.775 | 5. Efficiency of student services by university administration (dean’s offices, student services offices, etc.) | ||
.755 | 6. Attitude of administrative staff towards students | ||
.777 | 7. Digitalization of student services (e-campus, online services, student accounts, etc.) | ||
.666 | 8. Transparency of the study process (e.g., conditions for choosing specializations) | ||
FC2. Offer of professional and academic development | 3.38 | .783 | 11. Offers of internships/professional placements/student placements |
.797 | 12. Job offers/assistance from the university in finding employment | ||
.751 | 13. Offers of study abroad (Erasmus+, exchange programs with other universities, etc.) | ||
.789 | 14. Offers from student academic societies (SAS) | ||
.725 | 15. Offers of training, courses, webinars |
Comparison of university functioning components during the COVID-19 pandemic between female and male groups_
Component | Female | Male | ||||
---|---|---|---|---|---|---|
Overall Mean | Study Mode FT | PT | test-t | Overall Mean | Study Mode FT | PT | test-t | |
FC1. Administrative and organizational efficiency of the university | 3.83 | 3.79 |
-3.565 |
3.65 | 3.63 |
-1.113 |
FC2. Offer of professional and academic development | 3.43 | 3.38 |
-3.591 |
3.29 | 3.31 |
.968 |
FC1. Administrative and organizational efficiency of the university | 3.83 | 3.70 |
4.983** | 3.65 | 3.58 |
1.881 |
FC2. Offer of professional and academic development | 3.43 | 3.41 |
.152 | 3.29 | 3.37 |
.898 |
FC1. Administrative and organizational efficiency of the university | 3.83 | 3.92 |
11.444 |
3.65 | 3.77 |
7.951 |
FC2. Offer of professional and academic development | 3.43 | 3.54 |
7.967 |
3.29 | 3.38 |
2.697* |
FC1. Administrative and organizational efficiency of the university | 3.83 | 3.28 |
333.317 |
3.65 | 3.10 |
146.266 |
FC2. Offer of professional and academic development | 3.43 | 2.95 |
241.478 |
3.29 | 2.87 |
85.028 |
Comparison of university functioning components during the COVID-19 pandemic between selected respondent groups_
Component | Overall Mean | Gender F | M | test-t |
---|---|---|---|
FC1. Administrative and organizational efficiency of the university | 3.77 | 3.83 |
5.241 |
FC2. Offer of professional and academic development | 3.38 | 3.43 |
3.975 |
FC1. Administrative and organizational efficiency of the university | 3.77 | 3.73 |
-3.571 |
FC2. Offer of professional and academic development | 3.38 | 3.36 |
-2.441** |
FC1. Administrative and organizational efficiency of the university | 3.77 | 3.65 |
8.114 |
FC2. Offer of professional and academic development | 3.38 | 3.39 |
.183 |
FC1. Administrative and organizational efficiency of the university | 3.77 | 3.87 |
18.940 |
FC2. Offer of professional and academic development | 3.38 | 3.49 |
9.088 |
FC1. Administrative and organizational efficiency of the university | 3.77 | 3.21 |
480.341 |
FC2. Offer of professional and academic development | 3.38 | 2.92 |
326.185 |
Comparison of components related to the organization and delivery of online classes at universities during the COVID-19 pandemic between groups of male and female respondents_
Component | Female | Male | ||||
---|---|---|---|---|---|---|
Overall Mean | Study Mode FT | PT | test-t | Overall Mean | Study Mode FT | PT | test-t | |
OC1. Technical and didactic support in remote education | 3.88 | 3.80 |
-7.568 |
3.74 | 3.71 |
-1.746 |
OC2. Atmosphere and practical value of online education | 3.76 | 3.65 |
-7.993 |
3.51 | 3.43 |
-3.536 |
OC1. Technical and didactic support in remote education | 3.88 | 3.73 |
6.938 |
3.74 | 3.61 ≈ 3.74 ≈ 3.81 | 2.650 |
OC2. Atmosphere and practical value of online education | 3.76 | 3.52 |
7.288 |
3.51 | 3.43 ≈ 3.49 ≈ 3.60 | 1.376 |
OC1. Technical and didactic support in remote education | 3.88 | 4.01 |
14.851 |
3.74 | 3.87 |
6.288 |
OC2. Atmosphere and practical value of online education | 3.76 | 3.92 |
17.178 |
3.51 | 3.66 |
6.498 |
OC1. Technical and didactic support in remote education | 3.88 | 3.34 |
362.310 |
3.74 | 3.24 |
140.352 |
OC2. Atmosphere and practical value of online education | 3.76 | 3.13 |
268.304 |
3.51 | 2.84 |
143.110 |
Distribution of the study population_
Characteristics of Respondents | N | %↕ | |
---|---|---|---|
Gender | F | 1892 | 66.8 |
M | 940 | 33.2 | |
Total | 2832 | 100.0 | |
Study Mode | Full-time | 2053 | 72.5 |
Part-time | 779 | 27.5 | |
Total | 2832 | 100.0 | |
Type of Degree Program | Engineer | 319 | 11.3 |
Bachelor’s | 1645 | 58.1 | |
Master's / Int. Master's | 888 | 30.6 | |
Total | 2832 | 100.0 | |
Year of Study | 1st | 946 | 33.4 |
2nd | 702 | 24.8 | |
3rd | 482 | 17.0 | |
4th (or 1st Master's) | 453 | 16.0 | |
5th (or 2nd Master's) | 249 | 8.8 | |
Total | 2832 | 100.0 |
EFA results for variables relating to the organization and delivery of online classes at universities during the COVID-19 pandemic_
Component | Overall Mean | Factor loading | Primary Variables |
---|---|---|---|
OC1. Technical and didactic support in remote education | 3.84 | .605 | 7. Technical support from the university |
.626 | 9. Instructors' ability to manage the online class platform | ||
.614 | 10. Efficiency/organization of conducting online classes by instructors | ||
.633 | 13. Materials for online classes | ||
.739 | 14. Instructors' attitude towards students | ||
.676 | 15. Clarity of instructions from instructors during online classes | ||
.759 | 16. Responsiveness of instructors | ||
.708 | 17. Interactions with instructors | ||
.747 | 18. Opportunity to participate in online consultations | ||
.672 | 19. Offers of open lectures | ||
.602 | 20. Participation of business practitioners in online classes | ||
OC2. Atmosphere and practical value of online education | 3.68 | .770 | 1. Quality of online classes |
.843 | 2. Satisfaction with online classes | ||
.735 | 3. Atmosphere during online classes | ||
.800 | 4. Practical usefulness of knowledge gained online | ||
.842 | 5. Assimilation of knowledge during online classes | ||
.728 | 11. Method of knowledge transmission during online classes |