Online Foreign Language Learning in Higher Education and Its Correlates during the COVID-19 Pandemic
Abstract
:1. Introduction
2. Literature Review
2.1. Online Foreign Language Teaching and Learning in Higher Education
2.2. Emotional Perspective in Foreign Language Learning
2.3. Self-Perceived Task Value and Self-Perceived FL Proficiency
2.4. Instructional Context
2.5. Cultural Context in Foreign Language Learning
3. Methods and Materials
3.1. Research Context
3.2. Research Questions
3.3. Participants
3.4. Procedure
3.5. Research Tools
- The Foreign Language Enjoyment questionnaire [44]. It was used with the authors’ consent, in translated form. The tool has 29 items, with answers on a 5-point Likert scale, from 1—absolutely disagree to 5—strongly agree. The authors’ description shows that 8 items are extracted from the Foreign Language Classroom Anxiety Scale—FLCAS [70] and measure foreign language anxiety. The other 21 items reflect enjoyment towards FL. We used the factors obtained by the authors: (1). Foreign Language Classroom Anxiety (Alpha Cronbach = 0.66), which expresses anxiety, fear, confusion, concern, physical manifestations of anxiety in the classroom; (2). Foreign Language Enjoyment-Social (10 items, Alpha Cronbach = 0.72), which expresses favourable atmosphere, positive presence of teacher and peers, their encouragement, and (3). Foreign Language Enjoyment-Private (11 items, Alpha Cronbach = 0.76), which expresses positive personal reactions to FL learning. The last two factors are computed in the Foreign Language Enjoyment-Total (21 items, Alpha Cronbach = 0.84).
- Five tools elaborated or adapted by the authors:
- Self-perceived task value has 19 items focused on the intrinsic task value (e.g., I can improve my listening/reading/speaking/writing skills etc.) and on the utility value (e.g., I can have a better job, I can get a higher salary), according to Eccles’s approach [48]. In our research, the self-perceived task value was considered as an aggregated scale and its Alpha Cronbach is 0.81.
- Self-assessment grid from the Common European Framework of Reference for Languages, in adapted form, focusing on the students’ self-perceived FL proficiency. The grid shows the five major categories of language use (Listening, Reading, Spoken interaction, Spoken production and Writing), for six levels (Basic user: A1 and A2, Independent user: B1 and B2, Proficient user: C1 and C2). Alpha Cronbach is very good (0.95).
- Stressors and reactions in online FL learning during the pandemic (PAN), with 9 items. The tool was developed for this research. This instrument has two factors. The first one is Stressors and coping behaviours-PAN with 6 items and alpha Cronbach 0.64. E.g., Online foreign language classes are more demanding than face-to-face ones, I ask questions to clarify things. The second factor is Negative emotions-PAN with 3 items and alpha Cronbach 0.60. E.g., I miss the direct interaction with my peers.
- Perceived usefulness of online resources during the pandemic comprises 10 items with Alpha Cronbach 0.87. E.g., Say how useful the following online resources are for you in the learning of foreign languages during the pandemic: Chat/Discussion forums/Audio resources/Video resources).There are two additional items which present the general attitudes towards online learning: (1). Elearning platforms should be used for certain activities in face-to-face education and (2). Elearning should totally replace face-to-face education, in the post-COVID period. An item is used to identify the general positive emotions in online FL learning: I enjoy attending the online FL class during the pandemic. The last three items were approached separately.All investigated variables in the tools above were measured on a 5-point Likert scale and higher scores show higher levels for the explored variables. All Alpha Cronbach coefficients were computed for our sample.
- Questionnaire about FL learning during the pandemic, with 6 open-ended questions, focusing on the main obstacles faced by students with respect to the technology used in online learning, emotions in the FL class, problems connected to language learning and corrective behaviours proposed, reports on participation in the FL class and preferences for the types of support offered by the teacher. Students could add other important information if this was omitted from the previous questions. All responses were provided in writing.
4. Results
4.1. Sample Description
4.2. RQ1: Students’ Behaviours, Emotions and Perceptions as Regards Online FL Teaching and Learning during the Pandemic and Their Relationships with Antecedents
- 1.
- On the entire sample, the Teacher’s uploading of PowerPoint presentations was preferred by students, while the Individualized feedback from the teacher received the lowest score (Table 1).
- 2.
- The general attitudes regarding the entirely or partially online FL learning are presented in Table 2. The paired sample test between the participants’ options is significant (t = 3.37, p < 0.001), the total replacement of face-to-face education by the elearning platform is disfavoured.
- 3.
- The online FL learning registers stressors, coping behaviours (M = 17.05, SD = 5.21), as well as negative emotions (M = 8.04, SD = 3.01). Using the Independent-Samples Mann-Whitney U Test (two-sided), we found that the stressors and coping behaviours and the unpleasant emotions regarding online FL learning during the pandemic are not statistically different by gender. Only the negative emotions are stronger with students in SSHA compared to students in STEM (Mean RankSTEM = 95.21; Mean RankSSHA = 111.60, U = 6171, p = 0.048), and with medium-achieving students, who tend to report the presence of negative emotions more than students with higher grades (one-way ANOVA with Games-Howell post hoc test, sig = 0.062).
- 4.
- Relationships between the behaviours and emotions triggered by the online FL learning during the pandemic and some antecedents, such as FLE and anxiety, self-perceived task value and self-perceived FL proficiency, and sociodemographic variables.
4.3. RQ2: Variables Explaining Stressors and Reactions in Online FL Learning
4.4. RQ3: Voices of the Respondents about the Online FL Learning during the Pandemic Crisis
- Problems triggered by technology use (connection to the internet/to the elearning platform/the PC and audio input/output systems/absence of problems);
- Degree of participation in the online class, the most extensive theme, with subthemes (active participation/reduced participation/false participation/participation accompanied by individual work/active participation, but accompanied by certain frustrations);
- Interaction with peers (recollection and regret of face-to-face pleasant interaction/enjoyment and subjective task value during the pandemic/fear of unfavourable appreciation from peers/regret for certain peers’ low participation);
- Student-teacher interaction (recollection and regret of face-to-face pleasant interaction/enjoyment and subjective task value during the pandemic/favourable appreciation of student participation/unsatisfied needs with respect to teaching);
- Obstacles in online learning (lack of the pleasant atmosphere from face-to-face education/sound quality/lack of immediate feedback regarding pronunciation/disturbing factors at home);
- Positive emotions (delight/satisfaction), negative emotions (shame/fear/tiredness), wishes for the future, and ambivalent emotions;
- Stress (stress influenced by the low language proficiency/stress with psycho-physiological problems/concern about the decreased interaction/regret of face-to-face education/not understood, not appreciated);
- Students’ explanations and/or personal solutions associated to the main themes revealed.
5. Discussion
- 1.
- Perceived usefulness of online resources during the pandemic
- 2.
- Stressors and reactions in foreign language learning during the pandemic
“I feel ashamed that I do not know how to pronounce words correctly”;(F, SSHA, 7)
“I’m a little shy when it comes to speaking in front of others, but […] I try to get involved as much as I can”;(F, SSHA, 10)
“Sincerely speaking, there are only few classes in which I really feel comfortable, understood, listened to and which allow me to have really positive acquisition”.(F, SSHA, 10)
“[I’m] delighted. During the English class, for example, we have to solve interactive exercises [....]. I am glad I can learn specialized words from economics” (Male, SSHA, Grade: 10); “I am passionate about learning foreign languages and foreign language classes are delightful. I like teacher-student interaction and the topics approached” (F, SSHA, 10).
“I try to adapt to this online environment and I also try to be actively involved as often as I can because I consider that this fact will help me understand the subject matter taught more easily. Even in those moments when I am not so sure about myself, I still try to interact and answer, whether I’m mistaken or not”.(M, SSHA, 10)
- 3.
- Antecedents of behaviours and emotions in online FL learning during the pandemic
- 4.
- Explaining coping behaviours and emotions involved in online FL learning
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Resources Offered on the Platform-PAN | Mean | Std. Dev. |
---|---|---|
Teacher’s uploading of PowerPoint presentations | 3.00 | 1.34 |
Chat/Discussion forum | 2.98 | 1.43 |
Teacher’s uploading of suggestions for solving the tasks | 2.93 | 1.21 |
Teacher’s uploading of the course materials in full | 2.92 | 1.31 |
News forum | 2.87 | 1.45 |
Projects/homework set by the teacher | 2.86 | 1.22 |
Teacher’s uploading of audio/video resources | 2.86 | 1.29 |
Audio/video-conferences | 2.85 | 1.30 |
Self-assessment tests for students devised by the teacher | 2.81 | 1.27 |
Individualized feedback from the teacher | 2.66 | 1.18 |
Items | 1. Elearning Platforms Should Be Used for Certain Activities in Face-to-Face Education. | 2. Elearning Should Totally Replace Face-to-Face Education in the Post-Covid Period. |
---|---|---|
Likert Scale Points | Percentage | |
Not at all | 12.6 | 55.6 |
To a small extent | 23.7 | 7.2 |
To a moderate extent | 31.9 | 18.4 |
To a great extent | 15.5 | 5.3 |
To a significantly great extent | 16.4 | 13.5 |
Total | 100.0 | 100.0 |
Mean | 3.00 | 2.14 |
Std. Dev. | 1.25 | 1.47 |
Resources Offered on the Platform-PAN | Self-Perceived FL Proficiency | Self-Perceived FL Task Value | FL Anxiety | FL Enjoyment-Private | FL Enjoyment-Social | FL Enjoyment-Total | ||
---|---|---|---|---|---|---|---|---|
Entire sample | Mean | 28.72 | 18.23 | 26.56 | 32.02 | 28.98 | 61.0 | |
SD | 9.24 | 7.17 | 6.04 | 8.65 | 7.69 | 14.91 | ||
Gender | F (mr) | 106.07 | 100.47 | 95.9 | 95.55 | 100.31 | 107.20 | 103.89 |
M (mr) | 102.92 | 110.75 | 119.5 | 120.18 | 111.08 | 97.87 | 104.21 | |
U/p | 4681/0.7 | 4348.5/0.2 | 3726/0.001 | 3679/0.005 | 4325.05/0.2 | 5263.05/0.3 | 4813/0.1 | |
Study program | STEM (mr) | 95.73 | 101 | 108.2 | 103.34 | 112.01 | 107.92 | 110.59 |
SSHA (mr) | 111.15 | 106.6 | 100.4 | 104.57 | 97.07 | 100.61 | 98.3 | |
U/p | 6121/0.06 | 5614.5/0.5 | 4925/0.4 | 5391.5/0.9 | 4559/0.07 | 4951/0.4 | 4695/0.1 |
Variables | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1. Stressors and coping behaviours-PAN | 1 | ||||||||||||
2. Negative emotions-PAN | 0.448 ** | 1 | |||||||||||
3. Resources offered on the platform-PAN | 0.509 ** | 0.414 ** | 1 | ||||||||||
4. Self-perceived FL proficiency | −0.245 ** | −0.150 * | −0.081 | 1 | |||||||||
5. FL task value | 0.250 ** | 0.210 ** | 0.374 ** | −135 * | 1 | ||||||||
6. FL Anxiety (FLCA) | −0.072 | −0.114 | 0.027 | 0.390 ** | −0.079 | 1 | |||||||
7. FLE F3—Private | −0.102 | 0.008 | −0.082 | 0.105 | 0.113 | −0.158 * | 1 | ||||||
8. FLE F2—Social | −0.182 ** | −0.083 | −0.164 * | −0.039 | 0.006 | −0.088 | 0.666 ** | 1 | |||||
9. FLE -Total (F2 + F3) | −0.153 * | −0.038 | −0.132 * | 0.081 | 0.068 | −0.137 * | 0.923 ** | 0.902 ** | 1 | ||||
10. Elearning platforms should be used for certain activities in face-to-face education. | 0.251 ** | 0.229 ** | 0.196 ** | 0.069 | 0.142 * | 0.007 | 0.044 | −0.009 | 0.02 | 1 | |||
11. Elearning should totally replace face-to-face education in the post-COVID period. | 0.151 * | 0.068 | 0.077 | −0.055 | 0.084 | −0.024 | 0.042 | 0.108 | 0.080 | −0.002 | 1 | ||
12. Grades for FL (previous semester) | −0.051 | −0.169 * | 0.046 | 0.359 ** | −0.012 | 0.395 ** | −0.310 ** | −0.291 ** | −0.330 ** | −0.069 | −0.004 | 1 | |
13. I enjoy attending the online FL clas—PAN. | 0.385 ** | 0.221 ** | 0.332 ** | −0.038 | 0.218 ** | 0.045 | −0.065 | −0.087 | −0.083 | 0.038 | 0.080 | 0.027 | 1 |
Independent Variables | Stressors and Coping Behaviours-PAN (ln) | Negative Emotions-PAN (ln) | ||
---|---|---|---|---|
B | Β | B | β | |
(Constant) | 10.795 | 3.970 | ||
Resources offered on the platform-PAN | 0.201 | 0.357 *** | 0.133 | 0.395 ** |
I enjoy attending the online FL class-PAN. | 0.930 | 0.234 ** | - | - |
Self-perceived FL proficiency | −0.142 | −0.195 *** | - | - |
FLE F2-Social | −0.082 | −0.121 * | - | - |
Elearning platforms should be used for certain activities in face-to-face education. | 0.661 | 0.158 ** | 0.343 | 0.138 * |
Elearning should totally replace face-to-face education in the post-COVID period. | 0.382 | 0.108 * | - | - |
Grades FL previous semester | - | - | −0.001 | −0.188 ** |
R2 | 0.40 | 0.23 | ||
Adjusted R2 | 0.38 | 0.22 | ||
F | 22.0 *** | 20.13 *** |
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Maican, M.-A.; Cocoradă, E. Online Foreign Language Learning in Higher Education and Its Correlates during the COVID-19 Pandemic. Sustainability 2021, 13, 781. https://doi.org/10.3390/su13020781
Maican M-A, Cocoradă E. Online Foreign Language Learning in Higher Education and Its Correlates during the COVID-19 Pandemic. Sustainability. 2021; 13(2):781. https://doi.org/10.3390/su13020781
Chicago/Turabian StyleMaican, Maria-Anca, and Elena Cocoradă. 2021. "Online Foreign Language Learning in Higher Education and Its Correlates during the COVID-19 Pandemic" Sustainability 13, no. 2: 781. https://doi.org/10.3390/su13020781
APA StyleMaican, M. -A., & Cocoradă, E. (2021). Online Foreign Language Learning in Higher Education and Its Correlates during the COVID-19 Pandemic. Sustainability, 13(2), 781. https://doi.org/10.3390/su13020781