In a Vietnamese EFL sample, all six Meta-UTAUT hypotheses on MALL adoption were accepted with p-values below 0.05¶
Claim · All claims
Evidence · 1 study · associationalr2·q2
Currency · newest study 2023 · not yet checked against its sources · not reviewed by a person
Subclaims¶
Reading the evidence codes
q is the design tier, i the impact, n the sample, and the kind with its r
the rigour judged within that kind: what each code means.
This claim: no standardized effect is recorded in observations/ for it yet, so no benchmark reading is possible.
q2 i? PLS-SEM analysis of 396 survey responses supported all six hypothesized positive paths (SI→ATT, PE→BI, EE→BI, ATT→BI, PBC→BI, BI→UB) at p < 0.05. → Tuan Thanh Nguyen 2023
Evidence¶
Tuan Thanh Nguyen 2023¶
Tuan Thanh Nguyen. (2023). Exploring the Interaction of Meta-UTAUT in the Mobile-Assisted Language Learning Environment for EFL Learning. Journal of Educators Online. https://eric.ed.gov/?id=EJ1445637 doi:10.9743/jeo.2024.21.4.13
q2 · i? · associational · r2
Cross-sectional online survey of 396 MALL users in EFL contexts, analyzed with PLS-SEM in SmartPLS 3.0. The article reports "P-values below 0.05 (Table 6)" for all six hypotheses; Table 6 prints path coefficients (e.g., 0.035, 0.064) and p-values but no standardized effect sizes.
"P-values below 0.05 (Table 6) led to the acceptance of all hypotheses, affirming their statistical significance within our research context."
Discussion¶
Related Claims¶
- Behavioral intention has a statistically significant but weak positive effect on actual MALL usage behavior in EFL learning — related
- The measurement model showed adequate reliability and convergent validity, and BI and UB models showed substantial explanatory power — related
- Social influence has a small positive impact on MALL use in EFL acquisition among Vietnamese learners — a narrower finding that bears on this claim
- Behavioral intention translates only weakly into self-reported use behavior, and the extended UTAUT model explains intention formation better than enactment — reports the opposite
- Performance expectancy, effort expectancy, and social influence positively predict behavioral intention to use ChatGPT among Lesotho higher education students — related
- Metacognitive knowledge and intentions to use effective strategies do not reliably translate into actual strategy use (intention-behavior gap) — reports the opposite
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
meta-utaut-hypotheses-accepted-mall-efl |
title |
In a Vietnamese EFL sample, all six Meta-UTAUT hypotheses on MALL adoption were accepted with p-values below 0.05 |
description |
In a Vietnamese EFL sample, all six Meta-UTAUT hypotheses on MALL adoption were accepted with p-values below 0.05 |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2023 |
generated |
by process:wiki-ingest on 2026-09-28 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — tuan-thanh-nguyen-2023 |
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