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Effects of M-Learning on Students’ Learning Outcome: A Meta-analysis

  • Yangcun Feng
  • Yuan Liao
  • Youqun Ren
Conference paper
Part of the Educational Communications and Technology Yearbook book series (ECTY)

Abstract

M-learning is a potential method for teaching and learning, but its effects on students’ learning performance are varied compared with traditional instruction. This meta-analysis is a statistical review of 34 experimental studies during the period 2010–2016, in which 4052 participants and 49 effect sizes were analyzed. The combined effect size is 0.828, which shows that (a) M-learning is more effective than traditional learning with a significant difference. Furthermore, moderating variable analyses manifest that (b) mobile learning has a positive impact on those selected moderators, and (c) there is no significant difference in different levels of manipulated variables. Theory and practice of the findings are discussed.

Keywords

M-learning Meta-analysis Learning performance 

Supplementary material

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Copyright information

© Springer Nature Singapore Pte Ltd. 2018

Authors and Affiliations

  • Yangcun Feng
    • 1
  • Yuan Liao
    • 1
  • Youqun Ren
    • 2
  1. 1.Department of Education Information TechnologyEast China Normal UniversityShanghaiChina
  2. 2.Institute of Curriculum and InstructionEast China Normal UniversityShanghaiChina

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