Elsevier

Computers in Human Behavior

Volume 74, September 2017, Pages 63-71
Computers in Human Behavior

Full length article
BYOD or not: A comparison of two assessment strategies for student learning

https://doi.org/10.1016/j.chb.2017.04.024Get rights and content

Highlights

  • BYOD approach demonstrated a valuable benefit on students' long-term transfer of learning.

  • BYOD approach advanced students' second language learning experiences.

  • BYOD students exhibited a steady learning growth, and retained more content knowledge.

  • Schools should explore creative ways to integrate traditional and BYOD approaches.

Abstract

This study investigated the effects of the BYOD (bring your own device) approach on student language learning. In the research scenario, junior high school students brought their Android-based smart phones to class in order to engage in language evaluation activities, where an application (app) called Socrative was used as a learning assessment tool. A quasi-experimental pre-test and post-test control group design was used to answer the research question. 46 eighth-grade students from two classes at a public junior high school in Taiwan participated in the four-week educational experiment. Student participants received 6 quizzes as a formative evaluation during the experiment. A learning achievement test (summative evaluation) was developed to measure the students' understanding of English vocabulary and grammar. One month after the completion of the summative evaluation, the same achievement test (delayed summative evaluation) with different item numbers was administered to assess the long-term transfer of learning in the students. A self-report questionnaire and an informal interview were used to ascertain the students' learning experiences. The formative evaluation results showed that students in the traditional instruction class outperformed those in the BYOD instruction class because several BYOD students were not familiar with the BYOD approach. Although the BYOD and the traditional instruction approaches yielded similar summative evaluation and delayed summative evaluation results, the BYOD approach demonstrated a valuable benefit on the students' long-term transfer of learning. Students in the BYOD instruction class exhibited a steady growth on learning outcomes and subsequently scored higher on the learning retention segment of the study. In addition, the BYOD teaching practice advanced the students’ second language learning experiences, particularly regarding learning motivation and interest. The results of the study suggested that schools and teachers should explore creative ways to integrate traditional and BYOD approaches.

Introduction

Because of the rapid growth of reliable mobile technologies, BYOD (bring your own device) has become a feasible instructional strategy for promoting students’ active engagement during the learning process (Nortcliffe & Middleton, 2013). In the educational setting, the phrase “bring your own device” refers to students bringing their mobile devices into classrooms for learning purposes (Nelson, 2012). When students are asked to bring their own devices to class, their mobile devices (e.g., smart phones) must be authorized by the schools (Hockly, 2012). According to the 2015 Horizon Report (New Media Consortium, 2015), K–12 schools worldwide have begun adopting the BYOD policy as an innovative approach to support traditional teaching practices.

Although the trend of BYOD continues to grow in popularity, the practice has created a number of behavioral and security problems on campus. First, students may use mobile devices to access inappropriate materials and websites; this, indirectly creates a classroom management issue for instructors (Mittal, 2014). Second, mobile devices that students bring into the classroom may pose a security threat to school network systems (Dickerson, 2013). Finally, because some students use more technologically advanced (or “better”) mobile devices than other students, the BYOD method contributes to learning inequality in classrooms (Hockly, 2012). However, perceiving the learning potential of the BYOD approach, educators express a willingness to address and overcome these potential hurdles (The Journal, 2012).

This study investigated how a public junior high school attempted to transform the learning process by implementing a BYOD policy. Prior to the study, the research team and the school administration collaborated to create a pilot test designed to assess the feasibility of the technology infrastructure and instructional planning. During this three-month preparation period, the research team and school administrators discussed the logistics of the study, considering the issues of classroom management, cyber security, app (application) selection, and device hardware. A preliminary analysis indicated that soliciting support from parents was a crucial aspect of the BYOD adoption since parents are the ones that provide their children with the required devices. On the basis of data acquired during a pilot project, a formal experimental evaluation in an English course was conducted to verify the effect of the BYOD approach on student learning.

Section snippets

Rationale for BYOD in the classroom

The rationale for implementing a BYOD policy can be explained in economic terms. Although schools lack the necessary funds required to purchase information technologies, they nevertheless aim to achieve a 1:1 computing initiative (Hockly, 2012, Nelson, 2012, Song, 2014). In other words, most K–12 schools expect to establish a “robust access ration of one computer to one student” (Bebell & O'Dwyer, 2010, p. 6) in classrooms because 1:1 computing enables each student to experience the benefits of

Significance and rationale of the study and research question

Plass and Jones (2005) proposed that integrating second-language acquisition methods and multimedia technologies would provide a useful instructional tool to facilitate student language learning, particularly for vocabulary comprehension. In Taiwan, English as a second language (ESL) is a core curriculum that students must take in junior high school. Adopting BYOD teaching practices may advance students' second language learning experiences. In addition, the cognitive theory of multimedia

Research design

This study adopted a quasi experimental pre-test and post-test control group design to examine the effect of the BYOD approach on language learning. The educational experiment lasted for four weeks. The independent variable was the type of instructional strategy (BYOD or traditional instruction). The dependent variable was the student learning outcome in English (ascertained using formative, summative, and delayed summative evaluation). Table 1 presents the research design of this study.

Prior

Results of formative evaluation

Table 4 reports the ANCOVA results of the formative evaluation (class quizzes). The findings showed that a significant difference existed on formative evaluation (F = 9.83, p < 0.01) for two groups of students. The post-comparison results also indicated that students in the control group outperformed the students in the experimental group (mean difference = 9.59, p < 0.01).

Results of summative evaluation

The ANCOVA results of the summative evaluation (learning achievement) and the t-test results between the pre-test and the post-test are presented in Table 5, Table 6. The findings indicate that no significant difference (F = 2, p > 0.1) on summative evaluation was found for the two groups of students. However, the results of the t-test indicated significant differences between the pre-test and the post-test for the experimental (t = 3.41, p < 0.01) and control groups (t = 6.15, p < 0.01).

Discussion

In the formative evaluation segment of the study, students in the traditional instruction class performed significantly better than their counterparts in the BYOD instruction class. From a statistical perspective, the students that participated in the traditional instruction class registered higher test scores and exhibited a more complete understanding of the course material than the students in the BYOD class. However, upon reexamining the test scores, the researchers noticed a number of

Contribution of the study

This study investigated the effect of the BYOD instruction approach on student language learning. The results of the statistical analysis showed that a significant difference was only identified in the formative evaluation between the traditional and the BYOD instruction. Two instructional approaches yielded similar learning outcomes in the summative and delayed summative evaluation. However, regarding learning retention, the BYOD instruction students outperformed their traditional

Statements on open data, ethics and conflict of interest

  • a.

    The data is kept by the researchers and can be accessed by contacting with the researchers.

  • b.

    The research approval from school administration officers and parents was obtained at the junior high school where the study was carried out. Once the assessment data was collected, all indenters were removed.

  • c.

    There is no conflict of interest.

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