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This study proposes a mobile learning model that employs digital libraries to support investigative learning activities. A student‐centered mobile learning activity with self‐guided exploration for physical ecology observation has been conducted to demonstrate the benefits of using digital libraries to support investigation‐based ecology learning activities.

An investigation‐based mobile learning model is proposed and an experiment is designed to show the effectiveness of the learning model, in which the students are asked to answer a series of questions by observing the real‐world learning objects and searching for supplemental materials from a digital library.

The instructional experiment conducted in an elementary school with 64 sixth grade students shows that the innovative approach is able to improve the learning achievement, learning effectiveness, as well as the learning attitudes of the students.

The findings of this paper imply that the use of the investigative learning model will significantly promote the utilization rate of digital libraries.

An investigative model for using digital libraries to support mobile learning is proposed in this paper. It provides good guidance to teachers for designing learning activities with digital libraries, and a good way for students to learn, utilizing the materials in digital libraries.

This study aims to contribute to literature on mobile learning (m-learning) by proposing four research clusters whereby scholars can expand m-learning research to facilitate effective learning experiences for students.

This study reviews student-centric literature on m-learning since 2010 and presents insights on m-learning while applying well-established bibliometric techniques. Consequently, 722 articles published in the past decade were evaluated by identifying key research areas, most influential authors, countries, journals and organisations. Most influential studies based on number of citations were also examined.

Through article co-citation analysis, four clusters representing m-learning literature were identified: concept of m-learning, application of m-learning in education, designing framework for model learning/acceptance and emerging technologies.

As mobile learning (m-learning) has undergone an evolution from being an emerging field to a significant teaching and research tool, it is pertinent to explore and identify the trends of m-learning research.