Research Article
MALL and EFL Learners’ Speaking: Impacts of Duolingo and WhatsApp Applications on Speaking Accuracy and Fluency
Table 1
Descriptive statistics of the speaking fluency pretest.
| | N | Mean | Std. deviation | Std. error | 95% confidence interval for mean | Minimum | Maximum | Lower bound | Upper bound |
| CG | 30 | 13.83 | 1.83 | 0.33 | 13.14 | 14.52 | 11.00 | 18.00 | Duolingo | 30 | 14.10 | 1.86 | 0.34 | 13.40 | 14.79 | 10.00 | 17.00 | WhatsApp | 30 | 14.86 | 2.08 | 0.37 | 14.09 | 15.64 | 12.00 | 19.00 | Total | 90 | 14.26 | 1.95 | 0.20 | 13.85 | 14.67 | 10.00 | 19.00 |
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