| Literature DB >> 35387275 |
Daniel Lai1, Lew Sook Ling1, Ooi Shih Yin1.
Abstract
Purpose: The research evaluates if teachers can achieve better teaching outcomes by using a proposed mobile interactive system (MIS) developed for this study as an additional approach to enhancing teachers' proficiency in Technological Pedagogical and Content Knowledge (TPACK) in the virtual classroom. Background: According to previous studies, teachers' self-assessment on TPACK might be affected by their ego because they have autonomy over the students in the classroom. Some studies suggest that utilisation of an interactive whiteboard (IWB) promotes creativity in teaching and learning but that it is unsuitable for a virtual environment due to its large size and the high maintenance costs associated with owning one in a teacher's residence. Besides, some studies also reveal that allowing the students to assess their teachers through TPACK is able to reduce potential errors which might result from the TPACK self-assessment done by teachers.Entities:
Keywords: COVID-19; Educational Technology; Freehand Writing; Mobile Interactive System; Synchronous Display; TPACK; Teaching Tool; Virtual Classroom
Mesh:
Year: 2021 PMID: 35387275 PMCID: PMC8948440 DOI: 10.12688/f1000research.73531.2
Source DB: PubMed Journal: F1000Res ISSN: 2046-1402
Figure 1. Flow chart of the integration of MIS and TPACK in the virtual classroom.
Figure 2. Adoption of TPACK framework with MIS teacher’s efficacy mapped.
Figure 3. Proposed model with the adoption of TPACK framework.
Indicators of the constructs’ outer loadings.
| CK | PK | TCK | TK | TPACK | TPK | |
|---|---|---|---|---|---|---|
| CK2 | 0.929 | |||||
| CK4 | 0.888 | |||||
| CK5 | 0.966 | |||||
| CK6 | 0.950 | |||||
| PK1 | 0.866 | |||||
| PK2 | 0.894 | |||||
| PK5 | 0.837 | |||||
| PK6 | 0.820 | |||||
| TCK1 | 0.920 | |||||
| TCK3 | 0.941 | |||||
| TCK4 | 0.948 | |||||
| TK1 | 0.964 | |||||
| TK2 | 0.935 | |||||
| TK3 | 0.964 | |||||
| TPACK1 | 0.941 | |||||
| TPACK2 | 0.955 | |||||
| TPACK6 | 0.984 | |||||
| TPK4 | 0.961 | |||||
| TPK5 | 0.951 | |||||
| TPK6 | 0.983 |
Construct reliability and validity.
| Cronbach’s alpha | rho A | Composite reliability | Average variance extracted (AVE) | |
|---|---|---|---|---|
| CK | 0.950 | 0.952 | 0.964 | 0.871 |
| PK | 0.927 | 0.947 | 0.947 | 0.819 |
| TCK | 0.930 | 0.933 | 0.955 | 0.877 |
| TK | 0.951 | 0.957 | 0.968 | 0.911 |
| TPACK | 0.957 | 0.962 | 0.972 | 0.922 |
| TPK | 0.963 | 0.965 | 0.976 | 0.932 |
Heterotrait-Monotrait Ratio (HTMT) for discriminant validity.
| CK | PK | TCK | TK | TPACK | TPK | |
|---|---|---|---|---|---|---|
| CK | ||||||
| PK | 0.834 | |||||
| TCK | 0.861 | 0.781 | ||||
| TK | 0.790 | 0.850 | 0.795 | |||
| TPACK | 0.846 | 0.813 | 0.900 | 0.756 | ||
| TPK | 0.894 | 0.879 | 0.730 | 0.798 | 0.735 |
Path coefficients.
| Original sample mean | Standard deviation (STDEV) | P-values | |
|---|---|---|---|
| CK -> TCK | 0.526 | 0.206 | 0.005
|
| PK -> TPK | 0.391 | 0.229 | 0.044
|
| TCK -> TPACK | 0.693 | 0.143 | 0.000
|
| TK -> TCK | 0.374 | 0.182 | 0.020
|
| TK -> TPK | 0.478 | 0.224 | 0.017
|
| TPK -> TPACK | 0.228 | 0.181 | 0.104 |
Significant at 0.05.
R 2 and R 2 adjusted for calculating effect size.
| R square | R square adjusted | |
|---|---|---|
| TCK | 0.697 | 0.683 |
| TPACK | 0.752 | 0.741 |
| TPK | 0.659 | 0.643 |
Effect size (f 2).
|
| |
| TCK | 1.008 |
|
| |
| TPK | 0.109 |
Construct cross-validated redundancy (CVR) Using blindfolding procedure.
| SSO | SSE | Q 2 (= 1 − SSE/SSO) | |
|---|---|---|---|
| CK | 188.000 | 188.000 | |
| PK | 188.000 | 188.000 | |
| TCK | 141.000 | 56.685 | 0.598 |
| TK | 141.000 | 141.000 | |
| TPACK | 141.000 | 47.767 | 0.675 |
| TPK | 141.000 | 59.319 | 0.579 |
Paired-samples T test.
| Paired difference | ||||||||
|---|---|---|---|---|---|---|---|---|
| Mean | Std. deviation | Std. error mean | 95% confidence interval of the difference | t | df | Sig (2-tailed) | ||
| Lower | Upper | |||||||
| Pre Score – Post Score | −3.289 | 2.912 | .472 | −4.247 | −2.322 | −6.963 | 37 | .00000003178 |