University of Illinois Urbana-Champaign

Personalized and adaptive learning technology for early grade reading: Evidence from MENA

Alrawashdeh, Ghaida S

Content Files
ALRAWASHDEH-DISSERTATION-2023.pdf

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https://hdl.handle.net/2142/121495

Description

Title
Personalized and adaptive learning technology for early grade reading: Evidence from MENA
Author(s)
Alrawashdeh, Ghaida S
Issue Date
2023-07-12
Director of Research (if dissertation) or Advisor (if thesis)
  • Lindgren, Samantha
  • Castillo, Nathan
Doctoral Committee Chair(s)
  • Lindgren, Samantha
  • Castillo, Nathan
Committee Member(s)
  • Kang, Hyun-Sook
  • Lindgren, Robb
  • Tissenbaum, Michael
Department of Study
Educ Policy, Orgzn & Leadrshp
Discipline
Educ Policy, Orgzn & Leadrshp
Degree Granting Institution
University of Illinois at Urbana-Champaign
Degree Name
Ph.D.
Degree Level
Dissertation
Keyword(s)
  • adaptive and personalized learning
  • educational technology
  • early grade reading
  • Arabic
  • MENA.
Abstract
Children worldwide encounter challenges in reading and comprehension, necessitating innovative approaches to enhance learning outcomes. This longitudinal study investigates the effectiveness of Personalized and Adaptive Learning (PAL) technology in improving early reading skills through a randomized controlled trial involving 1,419 grade 1-3 students from 19 state-run and low-cost private schools in Jordan, Egypt and Saudi Arabia. Using a three-level Hierarchical Linear Modelling analysis, the study addresses gaps in the literature regarding the overall effectiveness of PAL and its various adaptation approaches. It also examines the interplay between PAL, contextual factors and growth in reading achievement, offering valuable insights into the impact of PAL as a supplement to classroom instruction. The findings demonstrate a positive effect of this technology on early Arabic reading achievement, with an effect size of 0.22. Contrary to expectations, the study reveals that a determined approach to adaptation is more effective than macro adaptation with limited algorithms, challenging the common assumption that increased adaptation leads to improved learning outcomes. Further, the results indicate that each additional minute spent on PAL per week was associated with an average gain of approximately half a point in Reading Achievement, indicating a substantial effect (ES = 0.41). The study also identifies significant factors that contribute to reading achievement disparities, including variations among the studied countries, gender and socioeconomic status. These findings carry significant implications for educators, policymakers and researchers, emphasizing the potential for widespread adoption of PAL in early reading instruction. The study underscores the importance of targeted interventions and appropriate allocation of resources to support students from disadvantaged backgrounds, as well as to address the gender gap in reading achievement. Furthermore, the findings emphasize the significance of adopting strategies that are both efficient and effective, ensuring that educational interventions reach a wide range of students and lead to tangible improvements in reading outcomes. By providing evidence-based insights, this study lays a solid foundation for informed decision-making. Its outcomes have practical value for educators, policymakers and researchers seeking to enhance reading instruction in the MENA region and beyond.
Graduation Semester
2023-08
Type of Resource
Thesis
Handle URL
https://hdl.handle.net/2142/121495
Copyright and License Information
© 2023 Ghaida S. Alrawashdeh

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