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.

NMeanStd. deviationStd. error95% confidence interval for meanMinimumMaximum
Lower boundUpper bound

CG3013.831.830.3313.1414.5211.0018.00
Duolingo3014.101.860.3413.4014.7910.0017.00
WhatsApp3014.862.080.3714.0915.6412.0019.00
Total9014.261.950.2013.8514.6710.0019.00