Submitted:
06 October 2023
Posted:
09 October 2023
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Participants and Material
2.3. Statistical Methods
2.4. Ethics
3. Results

| beta | 95% LL |
95% UL |
p | |
|---|---|---|---|---|
| I consider distance education to be more effective than face-to-face education | 0.322 | 0,259 | 0,385 | <0.001 |
| I believe that the transition from living to distance education has been an opportunity for the evolution of the education system | 0.227 | 0,171 | 0,283 | <0.001 |
| Social isolation from my classmates and teachers makes me depressed | -0.110 | -0,163 | -0,057 | <0.001 |
| Distance education facilitates my professional. family. educational obligations because it provides me with flexibility | 0.153 | 0,094 | 0,211 | <0.001 |
| Distance education prevents me from doing group work with my classmates | -0.065 | -0,126 | -0,004 | 0.037 |
| From the beginning I had the appropriate technological equipment to respond the needs of e-education (tablet. smart phones. computer) | 0.094 | 0,034 | 0,154 | 0.002 |
| Distance education negatively affects my participation in social activities with my classmates | -0.083 | -0,144 | -0,022 | 0.007 |
| I believe that the sudden transition from face-to-face to distance education will negatively affect my future career | -0.057 | -0,112 | -0,002 | 0.042 |
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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| n | % | ||
|---|---|---|---|
| University | HMU* | 308 | 90.3% |
| Upatras ** | 33 | 9.7% | |
| Study year | 1st and2ndyear | 154 | 45.2% |
| 3rd year | 98 | 28.7% | |
| 4th year | 89 | 26.1% | |
|
Do you face any education deficit |
Yes | 39 | 11.4% |
| No | 302 | 88.6% | |
|
Do you have any previous e-education experience |
Yes | 43 | 12.6% |
| No | 298 | 87.4% | |
| Work during 2nd wave | Total | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Unemployment | Unemployment due to pandemic |
Working | |||||||
| n | % | n | % | n | % | n | % | ||
| Work during 1st wave | Unemployment | 230 | 88.5% | 18 | 6.9% | 12 | 4.6% | 260 | 76,2% |
| Unemployemt due to pandemic | 9 | 29.0% | 14 | 45.2% | 8 | 25.8% | 31 | 9,1% | |
| Working | 9 | 18.0% | 0 | 0.0% | 41 | 82.0% | 50 | 14,7% | |
| Total | 248 | 72.7% | 32 | 9.4% | 61 | 17.9% | 341 | 100.0% | |
| Working status During | n | % | |||||||
| 1st wave | 2nd wave | ||||||||
| Unemployment | Unemployment | 230 | 88.5% | ||||||
|
Unemployment due to pandemic |
18 | 6.9% | |||||||
| Working | 12 | 4.6% | |||||||
| (Total)* | 260 | 76.2% | |||||||
| (Total) | 248 | 72.7% | |||||||
|
Unemployemt due to pandemic |
Unemployment | 9 | 29.0% | ||||||
| Unemployemtdue to pandemic | 14 | 45.2% | |||||||
| Working | 8 | 25.8 | |||||||
| (Total) | 31 | 9.1% | |||||||
| (Total) | 32 | 9.4% | |||||||
| Working | Unemployment | 9 | 18.0% | ||||||
|
Unemployment due to pandemic |
0 | 0.0% | |||||||
| Working | 41 | 82.0% | |||||||
| (Total) | 50 | 14.7% | |||||||
| (Total) | 61 | 17.9% | |||||||
| Attitude about e-education | |||
|---|---|---|---|
| Disagree | Neutral | Agree | |
| n (%) | n (%) | n (%) | |
| From the beginning I felt able - or to meet the requirements of distance education due to my familiarity with electronic devices (tablet, smart phones, computer) | 32 (9.4) | 76 (22.3) | 233 (68.3) |
| From the beginning I had the appropriate technological equipment to respond the needs of e-education (tablet, smart phones, computer) | 26 (7.6) | 68 (20) | 247 (72.4) |
| I encountered network connection problems while attending online courses during the pandemic | 74 (21.7) | 73 (20) | 194 (56.9) |
| The educational institution where I study adequately covered my education needs during the transition from life to distance education.] | 61 (17.9) | 121 (40) | 159 (46.6) |
| Conditions in my living environment (family, friendly, etc.) influenced the use of distance education during the pandemic | 123 (36.1) | 72 (20) | 146 (42.8) |
| My teachers cover my education needs in the implementation of distance education in the pandemic period | 43 (12.6) | 119 (30) | 179 (52.5) |
| The interaction with my teachers was different due to the transition to distance education | 32 (9.4) | 65 (20) | 244 (71.6) |
| I deal with my education obligations in distance education with self-discipline | 45 (13.2) | 81 (20) | 215 (63) |
| Distance education negatively affects my participation in social activities with my classmates | 51 (15) | 70 (20) | 220 (64.5) |
| Distance education prevents me from doing group work with my classmates | 64 (18.8) | 103 (30) | 174 (51) |
| Distance education facilitates my professional, family, educational obligations because it provides me with flexibility | 80 (23.5) | 106 (30) | 155 (45.5) |
| I believe that the application of distance education exclusively has been the occasion for the development of some of my skills | 127 (37.2) | 89 (30) | 125 (36.7) |
| I believe that the transition from living to distance education has been an opportunity for the evolution of the education system | 111 (32.6) | 80 (20) | 150 (44) |
| The sudden use of distance education due to the pandemic caused me negative emotions such as anxiety, worry. | 87 (25.5) | 55 (20) | 199 (58.4) |
| Social isolation from my classmates and teachers makes me depressed | 150 (44) | 72 (20) | 119 (34.9) |
| I consider distance education to be more effective than face-to-face education | 246 (72.1) | 60 (20) | 35 (10.3) |
| The pandemic and the sudden implementation of distance education cause me fear of extending my studies | 61 (17.9) | 60 (20) | 220 (64.5) |
| The new conditions, due to the Covid-19 pandemic, lead me to thoughts of dropping out of my studies | 287 (84.2) | 24 (10) | 30 (8.8) |
| I'm concerned about the progress of my score in distance education | 89 (26.1) | 82 (20) | 170 (49.9) |
| I'm worried about how I'm evaluated under the new educational conditions | 52 (15.2) | 69 (20) | 220 (64.5) |
| I believe that the sudden transition from life to distance education will negatively affect my future career | 98 (28.7) | 85 (20) | 158 (46.3) |
| Attitudes about Distance education | p* | |||
|---|---|---|---|---|
| Mean | SD | |||
| Sex | Female | 2.80 | 0.93 | 0.921 |
| Male | 2.78 | 1.06 | ||
| Age groups | ≤22 | 2.65 | 0.91 | <0.001 |
| >22 | 3.09 | 0.95 | ||
| Children | No | 2.78 | 0.95 | 0.016 |
| Yes | 3.58 | 0.65 | ||
| Single | Yes | 2.74 | 0.95 | <0.001 |
| Other | 3.25 | 0.80 | ||
| University | HMU | 2.81 | 0.97 | 0.667 |
| Upatras | 2.69 | 0.75 | ||
| Study year | Till 2nd year | 2.59 | 0.99 | <0.001 |
| 3rd year | 2.94 | 0.82 | ||
| 4th year | 2.99 | 0.94 | ||
| Work during 1st wave | Unemployment | 2.69 | 0.92 | <0.001 |
|
Unemployemt due to pandemic |
3.22 | 0.98 | ||
| Working | 3.11 | 0.93 | ||
| work during 2nd wave | Unemployment | 2.75 | 0.94 | 0.938 |
|
Unemployemt due to pandemic |
2.61 | 0.96 | ||
| Working | 3.09 | 0.91 | ||
| Attitudes about distance education | ||
|---|---|---|
| rs | p | |
| From the beginning I felt able - or to meet the requirements of distance education due to my familiarity with electronic devices (tablet, smart phones, computer) | 0.177 | <0.001 |
| From the beginning I had the appropriate technological equipment to respond the needs of e-education (tablet, smart phones, computer) | 0.241 | <0.001 |
| I encountered network connection problems while attending online courses during the pandemic | -0.189 | <0.001 |
| The educational institution where I study adequately covered my education needs during the transition from life to distance education.] | 0.407 | <0.001 |
| Conditions in my living environment (family, friendly, etc.) influenced the use of distance education during the pandemic | -0.218 | <0.001 |
| My teachers cover my education needs in the implementation of distance education in the pandemic period | 0.369 | <0.001 |
| The interaction with my teachers was different due to the transition to distance education | -0.258 | <0.001 |
| I deal with my education obligations in distance education with self-discipline | 0.222 | <0.001 |
| Distance education negatively affects my participation in social activities with my classmates | -0.414 | <0.001 |
| Distance education prevents me from doing group work with my classmates | -0.409 | <0.001 |
| Distance education facilitates my professional, family, educational obligations because it provides me with flexibility | 0.533 | <0.001 |
| I believe that the application of distance education exclusively has been the occasion for the development of some of my skills | 0.508 | <0.001 |
| I believe that the transition from living to distance education has been an opportunity for the evolution of the education system | 0.631 | <0.001 |
| The sudden use of distance education due to the pandemic caused me negative emotions such as anxiety, worry. | -0.489 | <0.001 |
| Social isolation from my classmates and teachers makes me depressed | -0.383 | <0.001 |
| I consider distance education to be more effective than face-to-face education | 0.672 | <0.001 |
| The pandemic and the sudden implementation of distance education cause me fear of extending my studies | -0.359 | <0.001 |
| The new conditions, due to the Covid-19 pandemic, lead me to thoughts of dropping out of my studies | -0.114 | 0.035 |
| I'm concerned about the progress of my score in distance education | -0.327 | <0.001 |
| I'm worried about how I'm evaluated under the new educational conditions | -0.283 | <0.001 |
| I believe that the sudden transition from life to distance education will negatively affect my future career | -0.427 | <0.001 |
| Attitudes about Distance Education | p | p* | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Strongly disagree |
Disagree | Neutral | Agree | Strongly agree |
||||||||
| Mean | SD | Mean | SD | Mean | SD | Mean | SD | Mean | SD | |||
| From the beginning I felt able - or to meet the requirements of distance education due to my familiarity with electronic devices (tablet, smart phones, computer) | 2.25 | 0.72 | 2.58 | 0.87 | 2.64 | 0.88 | 2.78 | 0.95 | 3.06 | 0.98 | 0.016 | 0.063 |
| From the beginning I had the appropriate technological equipment to respond the needs of e-education (tablet, smart phones, computer) | 2.25 | 0.72 | 2.59 | 0.90 | 2.54 | 0.87 | 2.73 | 0.94 | 3.13 | 0.95 | <0.001 | 0.008 |
| I encountered network connection problems while attending online courses during the pandemic | 3.18 | 1.07 | 3.16 | 1.04 | 2.84 | 0.89 | 2.65 | 0.86 | 2.62 | 0.98 | 0.007 | 0.001 |
| The educational institution where I study adequately covered my education needs during the transition from life to distance education.] | 1.82 | 0.88 | 2.19 | 0.86 | 2.71 | 0.86 | 3.02 | 0.84 | 3.45 | 1.01 | <0.001 | <0.001 |
| Conditions in my living environment (family, friendly, etc.) influenced the use of distance education during the pandemic | 3.15 | 1.03 | 2.98 | 0.90 | 2.80 | 0.88 | 2.64 | 0.92 | 2.46 | 1.05 | 0.003 | 0.001 |
| My teachers cover my education needs in the implementation of distance education in the pandemic period | 1.80 | 0.74 | 2.24 | 0.96 | 2.57 | 0.88 | 3.05 | 0.83 | 3.23 | 1.00 | <0.001 | <0.001 |
| The interaction with my teachers was different due to the transition to distance education | 3.68 | 0.89 | 3.06 | 1.00 | 2.97 | 1.01 | 2.88 | 0.89 | 2.39 | 0.86 | <0.001 | 0.007 |
| I deal with my education obligations in distance education with self-discipline | 3.02 | 1.15 | 2.34 | 0.85 | 2.62 | 0.88 | 2.90 | 0.93 | 3.07 | 1.01 | <0.001 | <0.001 |
| Distance education negatively affects my participation in social activities with my classmates | 3.87 | 0.86 | 3.54 | 0.86 | 3.08 | 1.03 | 2.63 | 0.72 | 2.37 | 0.89 | <0.001 | <0.001 |
| Distance education prevents me from doing group work with my classmates | 3.40 | 0.81 | 3.29 | 0.98 | 3.04 | 0.93 | 2.58 | 0.76 | 2.21 | 0.91 | <0.001 | <0.001 |
| Distance education facilitates my professional, family, educational obligations because it provides me with flexibility | 2.04 | 0.77 | 2.17 | 0.58 | 2.57 | 0.72 | 3.10 | 0.94 | 3.70 | 0.89 | <0.001 | <0.001 |
| I believe that the application of distance education exclusively has been the occasion for the development of some of my skills | 2.03 | 0.83 | 2.39 | 0.65 | 2.74 | 0.76 | 3.26 | 0.92 | 3.68 | 1.02 | <0.001 | <0.001 |
| I believe that the transition from living to distance education has been an opportunity for the evolution of the education system | 1.84 | 0.62 | 2.30 | 0.52 | 2.64 | 0.71 | 3.21 | 0.77 | 3.95 | 1.01 | <0.001 | <0.001 |
| The sudden use of distance education due to the pandemic caused me negative emotions such as anxiety, worry. | 3.90 | 0.90 | 3.23 | 0.86 | 2.99 | 0.80 | 2.62 | 0.80 | 2.17 | 0.79 | <0.001 | <0.001 |
| Social isolation from my classmates and teachers makes me depressed | 3.70 | 1.05 | 2.90 | 0.86 | 2.68 | 0.84 | 2.52 | 0.70 | 2.15 | 0.91 | <0.001 | <0.001 |
| I consider distance education to be more effective than face-to-face education | 2.14 | 0.64 | 2.82 | 0.63 | 3.57 | 0.75 | 4.08 | 0.71 | 3.69 | 1.54 | <0.001 | <0.001 |
| The pandemic and the sudden implementation of distance education cause me fear of extending my studies | 3.83 | 1.25 | 3.02 | 0.97 | 3.18 | 0.86 | 2.72 | 0.82 | 2.34 | 0.83 | <0.001 | <0.001 |
| The new conditions, due to the Covid-19 pandemic, lead me to thoughts of dropping out of my studies | 2.89 | 0.98 | 2.75 | 0.86 | 2.46 | 0.93 | 2.46 | 0.95 | 2.95 | 1.14 | 0.101 | 0.106 |
| I'm concerned about the progress of my score in distance education | 3.52 | 1.22 | 3.16 | 0.90 | 2.84 | 0.93 | 2.61 | 0.84 | 2.36 | 0.85 | <0.001 | <0.001 |
| I'm worried about how I'm evaluated under the new educational conditions | 3.89 | 1.11 | 2.91 | 0.78 | 3.15 | 1.00 | 2.68 | 0.85 | 2.45 | 0.93 | <0.001 | <0.001 |
| I believe that the sudden transition from life to distance education will negatively affect my future career | 3.44 | 1.09 | 3.14 | 0.84 | 3.05 | 0.93 | 2.55 | 0.80 | 2.16 | 0.72 | <0.001 | <0.001 |
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