Why do college students continue to use mobile learning? Learning involvement and self-determination theory

Retaining learners and facilitating their continuance are critical for the mobile learning providers and educators. Drawing on stimulus-organism-response framework and self-determination theory, this study examines factors that affect college students' mobile learning continuance by considering the self-determination needs and learning involvement. A research model was developed and empirically tested against data collected from 309 college students who are the mobile learning users of an online education platform in China. The results of structural equation modeling analysis showed that perceived learning support, self-management of learning and peer influence significantly influence affective learning involvement, which in turn positively affect mobile learning continuance intention. In addition, perceived learning support and peer influence also significantly influence cognitive learning involvement, which further determine mobile learning continuance intention. Theoretical and practical implications of these findings are also discussed.     

Drawing on the variation theory to enhance students’ learning of Chinese characters

The variation theory of Ference Marton and his collaborators has widely been used as a framework for explaining what can possibly be learned in a particular classroom and what cannot. This paper reports on an experiment that put this theory to test in the context of students’ learning of the orthographic structures of Chinese characters. The experiment was carried out in the classrooms of two primary schools in Hong Kong. In each of the schools, two classes of students were taught differently, as informed by the theory, about the significance of the location of a component in the orthographic structure of a character in relation to whether the component provided a clue to the meaning of the character (called the part–part relations). The results of the experiment are consistent with the prediction of the theory that those students who were given the possibility to experience variation in the locations of components in the orthographic structures significantly outperformed those who were not. The results of the experiment demonstrate the power of the theory in guiding the design of teaching that affords students’ learning to happen.     

Does the extent of problem familiarity influence students’ learning in problem-based learning?

This study investigated the relationship between problem familiarity and students’ learning in a problem-based course. Problem familiarity in this study refers to the extent to which a problem fits with students’ prior knowledge and experiences. As part of regular course work, 172 students were given two problems on different occasions. These problems varied in the extent of problem familiarity. Students’ report of their learning activities and tutor’s assessment of the students’ learning were collected at the end of the problems. Results showed that both the students and tutors found the familiar problem to be better for learning. However, some elements of unfamiliarity may not be all that bad. For instance, unfamiliarity may result in more questioning, thinking and reasoning. However, this did not contribute to significant difference in terms of overall critical reasoning. Results also indicated a need to closely examine students’ critical reasoning (in terms of evaluating multiple perspectives) and students’ collaborative learning (in terms of brainstorming and discussion) when given familiar/unfamiliar problems.     

Does spatial awareness training affect anatomy learning in medical students?

Spatial ability (SA) is the cognitive capacity to understand and mentally manipulate concepts of objects, remembering relationships among their parts and those of their surroundings. Spatial ability provides a learning advantage in science and may be useful in anatomy and technical skills in health care. This study aimed to assess the relationship between SA and anatomy scores in first- and second-year medical students. The training sessions focused on the analysis of the spatial component of objects' structure and their interaction as applied to medicine; SA was tested using the Visualization of Rotation (ROT) test. The intervention group (n = 29) received training and their pre- and post-training scores for the SA tests were compared to a control group (n = 75). Both groups improved their mean scores in the follow-up SA test (P < 0.010). There was no significant difference in SA scores between the groups for either SA test (P = 0.31, P = 0.90). The SA scores for female students were significantly lower than for male students, both at baseline and follow-up (P < 0.010). Anatomy training and assessment were administered by the anatomy department of the medical school, and examination scores were not significantly different between the two groups post-intervention (P = 0.33). However, participants with scores in the bottom quartile for SA performed worse in the anatomy questions (P < 0.001). Spatial awareness training did not improve SA or anatomy scores; however, SA may identify students who may benefit from additional academic support.     

Does teaching to the test improve student learning?

A central concern surrounding test-based accountability is that teachers may narrow teaching practices to improve test performance on a curriculum-based specific knowledge test rather than student learning more broadly. Two of the most common teaching practices that “teach to the test” are providing test-specific classwork and increasing the frequency with which students take practice tests. Whether such teaching practices improve student learning—both in terms of learning the content associated with a specific knowledge test as well as more general learning—is a largely unanswered question. To approach this question, this paper uses a student fixed effects approach to analyze the impact of these kinds of narrow teaching practices on student performance on a specific test as well as a general knowledge test. We find that test-specific classwork and practice tests with specific test items tend to have little or negative impacts on curriculum specific or general knowledge test performance, except for male students, and that subject practice tests (without emphasizing test-specific items) have positive effects on student outcomes on both kinds of tests, but larger on the curriculum-specific than on the general test, and much larger on the curriculum-specific test for male students. We discuss the logic for these results and what they tell us about the effectiveness of test-focused teaching practices more generally.     

Does the design of learning outcomes matter from students’ perspective?

Learning outcomes have gained more attention in the development of higher education course unit programmes. This study sought to understand how the design of learning outcomes relates to students’ perceptions of their motivation, satisfaction, engagement and achievement of the learning outcomes. The learning outcomes from 78 course units were coded to reflect the level of cognitive demand according to Bloom’s Taxonomy and the attended students (n = 1329) were surveyed regarding their perceptions of their achievement of the learning outcomes. The results indicated that the lowest four levels of Bloom’s Taxonomy were most commonly used in the design of learning outcomes, the highest level was not used at all. The levels of learning outcomes related to students’ perceptions of their achievement of learning outcomes, motivation, satisfaction and engagement. The results demonstrated that students were more likely motivated, satisfied, engaged to achieving learning outcomes, which were designed at higher levels of cognitive demand.     

Does instructional format really matter? Cognitive load theory,multimedia and teaching English Literature

This article reports a quasi-experimental study on the effects of multimedia teaching and learning in English Literature – a subject which places high cognitive load on students. A large-scale study was conducted in 4 high-achieving secondary schools to examine the differences made to students' learning and performance by the use of multimedia and to relate this to different kinds of multimedia. Statistical significance and effect size calculations indicated that the equivalent of one grade level in General Certificate of Secondary Education (GCSE) was associated with the use of advanced and integrated multimedia, and that this was stronger than the effects of schools and sex of the students. It was found that advanced multimedia software eased cognitive overload, particularly in the area of intrinsic cognitive load. Limitations of the study are drawn, including the needs to examine process variables and learner-related variables. Conclusions and implications for further research and for enhancing teaching and learning with multimedia are made.     

Does interactive multimedia promote achievement and higher level thinking skills for today's science students?

This study examines the effects of Interactive Multimedia instruction upon the variables of achievement and problem solving skills on non-science majors in an Environmental Science course at a mid-western university. The findings indicate that the Interactive Multimedia had a significant effect on both of the variables. The findings are discussed in terms of the impact on self-study when students are learning outside of the classroom in a distance learning environment.     

Engaging with blended learning to improve students’ learning outcomes

When blended learning is embraced to enhance learning in engineering (architectural), design and architecture, we argue it is a best-practice instructional mode. Blended learning is the seamless amalgamation of carefully selected online modules with face-to-face instruction. This paper evaluates case studies of the introduction of blended learning in these disciplines. It demonstrates that students who do not engage with blended learning are academically disadvantaged. Alignment of the blended mode of delivery and the mode of assessment is next considered. Two case studies of the introduction of blended modes of assessment, for improved student satisfaction with feedback, are evaluated. Finally, the reliance upon non-faculty to provide both blended learning and assessment is evaluated using qualitative research methods to establish the barriers to adoption of what is now considered best educational practice.     

Which features make illustrations in multimedia learning interesting?

How can illustrations motivate learners in multimedia learning? Which features make illustrations interesting? Beside the theoretical relevance of addressing these questions, these issues are practically relevant when instructional designers are to decide which features of illustrations can trigger situational interest irrespective of individual differences. We analysed ratings of illustrations with respect to four potentially interest-triggering features (concreteness, personal relevance, ease of comprehension and unexpected information) and to situational interest. A methodological contribution was to show how multilevel modelling can be applied to take individual differences into account in several respects. Situational interest was predicted by 957 ratings of the four features on an intra-individual level (level 1). Inter-individual differences were controlled by modelling individuals on level 2 (N?=?82 high-school students). Concreteness, personal relevance and ease of comprehension of illustrations are what mainly triggered situational interest. Nearly, 55% of the situational interest variance was explained by inter-individual preferences, thus, highlighting the usefulness of multilevel modelling to control for individual differences.     

Does whole-word multimedia software support literacy acquisition?

This study examined the extent to which multimedia features of typical literacy learning software provide added benefits for developing literacy skills compared with typical whole-class teaching methods. The effectiveness of the multimedia software Oxford Reading Tree (ORT) for Clicker in supporting early literacy acquisition was investigated through a classroom-based intervention study by comparing ORT for Clicker to traditional ORT Big Books. Sixty-one typically developing readers, aged 5–6 years, from four primary classes were each given the two interventions. Each intervention was delivered over five one-hour sessions over the course of 1 week. Performance on tasks of written word recognition, written word naming, and phonological awareness, was measured before and after each intervention. Significantly greater gains in word recognition, word naming, rhyme awareness, segmentation skill, and grapheme awareness were found after the ORT for Clicker compared to the traditional ORT Big Book intervention. This study shows that whole-word multimedia software can be more effective than traditional printed texts from the same reading scheme at supporting the development of early literacy skills.     

Impact of multimedia on students’ perceptions of the learning environment in mathematics classrooms

We investigated (1) whether the learning environment perceptions of students in classes frequently exposed to multimedia differed from those of students in classes that were not, (2) whether exposure to multimedia was differentially effective for males and females and (3) relationships between students’ perceptions of the learning environment and student engagement in classes that were exposed to multimedia. The sample involved 365 high-school students in 16 classes, nine that were frequently exposed to multimedia and seven that were not. Two instruments were administered to students: one to assess students’ perceptions of the learning environment and another to assess student engagement. There were statistically significant differences between the two groups for all of the learning environment scales, as well as statistically significant interactions between exposure to multimedia and sex for three learning environment scales (Involvement, Task Orientation and Equity). Finally, the learning environment in mathematics classes that involved multimedia was related to student engagement. These results offer potentially important insights into how student exposure to multimedia could promote more positive learning environments and improve student engagement in mathematics.     

Impacts of augmented reality and a digital game on students’ science learning with reflection prompts in multimedia learning

Educational technology research and development - Although a great deal of research has evidenced the effects of proper instructional design on multimedia learning, most has focused on the...     

Does using e-portfolios for reflective writing enhance high school students’ self-regulated learning?

The study aims to examine whether reflective writing using e-portfolios enhances high school students’ self-regulated learning. Participants included two classes of eighth-graders majoring in Information Processing and taking a course called ‘Website Design’ at a vocational high school in Taiwan. There were 41 students, with 18 males and 23 females. The experiment lasted 10 weeks, and students used e-portfolios to reflect on their learning. The results showed that students after using e-portfolios to reflect on their learning had significantly better self-regulated learning than before. This indicates that using e-portfolios for reflection enhanced self-regulated learning. It also shows that high-reflection students had significantly better self-regulated learning than moderate-reflection and low-reflection students, which implies that reflective performance had a significantly positive effect on self-regulated learning.     

Feeling good,learning better? Effectivity of an emotional design procedure in multimedia learning

Emotional designing describes the elicitation of positive affect during learning through specific design elements of the learning environment to enhance learning. This experimental study examined the effectivity of an emotional design procedure on learning performance. Moreover, the learner’s affective states before learning were taken into consideration as possible moderators. 145 university students learned for 20?min either in a multimedia positive affect inducing learning environment (n?=?85) or a neutral multimedia learning environment (n?=?60). The Affect was measured before, during, and after learning. Performance was tested afterwards. To control for possible confounding effects, achievement motivation, emotion regulation, and situational interest were measured. In contrast to earlier findings, no superiority effect of the emotional design procedure was found. Furthermore, the effectivity of the emotional design procedure was not moderated by student’s prior effective states. However, there was a main influence of student’s positive affect on transfer performance.     

Assessing high-school students’ ability to direct their learning

Theory on student learning provides that students are able to direct their learning when they have metacognitive knowledge about their own learning processes. In this article, a preliminary attempt to assess untrained high-school students’ metacognitive knowledge of learning processes as an ability through multiple-choice questions is reported. In three studies, item selection was established for ninth graders at the end of their school year. Also, in the final study the results showed that the ninth-grade students’ self-reported use of learning and studying strategies, study techniques, school learning and tiresome academic subjects related significantly to their metacognitive knowledge regarding learning processes. In the discussion, the practical consequences for school assessment are explicated and future research questions are raised.     

Assessing students＇ reflective responses to chemistry-related learning tasks

Key to renewed concern on the affective domain of education （Fensham, 2007） and on school graduates＇ readiness for a world of work （DEST, 2008; WDA, 2006） is the student＇s inclination-to-reflect when engaged in a learning or problem-solving task. Reflective learning is not new to education （Dewey, 1933; Ellis, 2001）. Since the inclination-to-reflect may not be obvious even among adults at work （Seibert ＆ Daudelin, 1999）, how much more can we expect from school students？ This article presents part of a research on secondary school students＇ inclination-to-reflect when engaged in chemistry learning tasks. The instrument used is the three-part Chemistry Learning and Thinking Instrument （CLTI）. The first part seeks to characterize students＇ inclination-to-reflect while attempting chemistry learning tasks and the other parts aim to characterize their learning-thinking preferences in the subject. This article shares the construction of the learning tasks in the first part and how students＇ reflective responses to these tasks are encouraged, scored and analyzed. Since assessment is said to drive teaching and learning, an alternative form of assessment, such as these CLTI items, may help students become more reflective in their learning habits and hence mare adantable tn the world of work.     

Which students benefit most from a flipped classroom approach to language learning?

Research has shown that the potential benefits of a flipped classroom could be diminished by the way students perceive and prepare information prior to class. This study aims to explore individual characteristics, such as learner motivation, self‐efficacy and epistemology beliefs, that might have an impact on learning outcomes in a flipped classroom. Data were collected using four instruments during a 7‐week flipped classroom conducted from mid‐September 2014 to mid‐November 2014 with a total enrolment of 85 students (10 females and 75 males) in the required course, Applied English for Vocational Education. After controlling for pre‐test and other covariates (eg, gender, grade and experience), an analysis based on structural equation modeling showed a positive and significant (β = 0.12, p < 0.05) indirect effect of instrumentality (promotion) on the change in test scores through averaged quiz scores. Beliefs had a significant positive effect on change in scores between pre‐ and post‐tests (β = 0.20, p < 0.05). Findings revealed that language learners with a high level of motivation in instrumentality (promotion) followed quiz mechanisms closely and thus benefited most from the flipped classroom. Learners with high beliefs exhibited improvement in the post‐tests without doing well in quizzes. The implications for a flipped language learning classroom are discussed, including multiple strategies for regulating learners of different personal traits to preview the online course content before class.     

Want students to engage? Contextualise graduate learning outcomes and assess for employability

The ability of graduates to proactively develop, adapt and repackage their capabilities (or attributes) is an essential aspect of employability. This study was conducted at Deakin University, where graduate capabilities have been recast as graduate learning outcomes, and employability is frequently referenced. In light of significant curriculum reform to make graduate capabilities prominent, we investigated student perceptions of graduate capabilities and associated learning outcomes, as well as preparation for employment, to better understand how we can engage students in developing and showcasing their employability. We interviewed 45 students across 10 focus groups and qualitatively analysed their responses for commonly recurring themes. Focus groups were completed in two stages with data analysis and adjustment of questions between stages to enable validation and greater depth of understanding. Our analysis suggests that even with capabilities renamed as learning outcomes, students find graduate learning outcomes too generic to be meaningful and are most likely to engage with learning outcomes that are contextualised and assessed. Our case study illustrates ways to combat this – particularly the importance of assessment design and consistent, student-focused communication in engaging students in the development of capabilities and in the curation of evidence for employability. Students also suggest that advice from employers, professionals and recent graduates, and exposure to industry-related experiences could help make graduate capabilities more meaningful.