Linking students' timing of engagement to learning design and academic performance

In recent years, the connection between Learning Design (LD) and Learning Analytics (LA) has been emphasized by many scholars as it could enhance our interpretation of LA findings and translate them to meaningful interventions. Together with numerous conceptual studies, a gradual accumulation of empirical evidence has indicated a strong connection between how instructors design for learning and student behaviour. Nonetheless, students' timing of engagement and its relation to LD and academic performance have received limited attention. Therefore, this study investigates to what extent students' timing of engagement aligned with instructor learning design, and how engagement varied across different levels of performance. The analysis was conducted over 28 weeks using trace data, on 387 students, and replicated over two semesters in 2015 and 2016. Our findings revealed a mismatch between how instructors designed for learning and how students studied in reality. In most weeks, students spent less time studying the assigned materials on the VLE compared to the number of hours recommended by instructors. The timing of engagement also varied, from in advance to catching up patterns. High-performing students spent more time studying in advance, while low-performing students spent a higher proportion of their time on catching-up activities. This study reinforced the importance of pedagogical context to transform analytics into actionable insights

Engaging the Digitally Engaged Student: Comparing Technology-Mediated Communication Use and Effects on Student Learning

The role of communication technologies in the learning process is both a dynamic and complex issue. Yet, we know surprisingly little about how the use of specific communication technologies may influence classroom performance, key learning outcomes, and other measures of course satisfaction. The research reported here attempts to add to our knowledge about the role of communication in the technology enhanced classroom (TEC) education and in technology-enhanced online (TEO) education through a direct comparison of two courses. Our findings indicate additional support for “The No Significant Difference Phenomenon.” Furthermore, we found that prior experiences lead students to gravitate towards their preferred learning environments, and that basic website elements are required in any learning environment to enhance student outcomes. Finally, we found that when used appropriately, the benefits of communication technology use in education outweigh many of the drawbacks

Cognitive and Social Help Giving in Online Teaching: An Exploratory Study

While literature suggests that college students may be less reluctant to seek help in online rather than traditional courses, little is known about how online instructors give help in ways that lead to increased student help seeking and academic success. In this study, we used theories and research on learning assistance and scaffolding, teacher immediacy, social presence, and academic help seeking to explore through a cross-case study design how three online instructors differed in their use of cognitive and social supports and how those differences related to student perceptions of support, help seeking, and performance. Primary data sources included all course postings by the instructors, interviews with the instructors, observational field notes on course discussions, student interviews, and final student grades. Archived course documents and student discussion postings were secondary data sources. Data analysis revealed that while all instructors provided cognitive and social support, they varied in their level of questioning, use of direct instruction, support for task structuring, and attention to group dynamics. This variation in teaching presence related to differences across the courses in student perceptions of support, student help seeking in course discussions, and final course grades. Implications for online teaching and suggestions for further research are offered

Fostering Students\u27 Identification with Mathematics and Science

Book Summary: Interest in Mathematics and Science Learning is the first volume to assemble findings on the role of interest in mathematics and science learning. As the contributors illuminate across the volume’s 22 chapters, interest provides a critical bridge between cognition and affect in learning and development. This volume will be useful to educators, researchers, and policy makers, especially those whose focus is mathematics, science, and technology education. Chapter Summary: The primary purpose of this chapter is to explore the process whereby students transition from a short-term, situational interest in mathematics or science to a more enduring individual interest in which they incorporate performance in mathematics or science into their self-definitions (e.g. I am a scientist ). We do so by examining the research related to domain identification, which is the extent to which students define themselves through a role or performance in a domain, such as mathematics or science. Understanding the process of domain identification is important because it can contribute to an understanding of how individual interest develops over time. The means through which students become highly domain identified involves many factors that are internal (e.g. goals and beliefs) and external (e.g. family environment and educational experiences) to them. Students who are more identified with an academic domain tend to demonstrate increased motivation, effort, perseverance (when faced with failure), and achievement. Importantly, students with lower domain identification tend to demonstrate less motivation, lower effort, and fewer desirable outcomes. Student outcomes in a domain can reciprocally influence domain identification by reinforcing or altering it. This feedback loop can help explain incremental changes in motivation, self-concept, individual interest, and, ultimately, important outcomes such as achievement, choice of college major, and career path. This dynamic model presents possible mechanisms for influencing student outcomes. Furthermore, assessing students\u27 domain identification can allow practitioners to intervene to prevent undesirable outcomes. Finally, we present research on how mathematics and science instructors could use the principles of the MUSIC Model of Academic Motivation to enhance students\u27 domain identification, by (a) empowering students, (b) demonstrating the usefulness of the domain, (c) supporting students\u27 success, (d) triggering students\u27 interests, and (e) fostering a sense of caring and belonging. We conclude that by using the MUSIC model, instructors can intentionally design educational experiences to help students progress from a situational interest to one that is more enduring and integrated into their identities

Factors influencing student satisfaction and perceived learning in online courses

Online education, with its genuine characteristics, has changed the way students experience learning processes. This fact led research to study the aspects of online learning settings that influence the way students experience their learning, and several aspects were identified from this effort. However, usually each study focuses on only one or a few of these aspects, and some results are contradictory. In this study the authors consider together, in an integrated model, most of the aspects identified by the literature in order to determine which aspects are more influence for students' satisfaction and perceived learning. With this aim, they conducted a correlation and ANOVA analysis on the responses to a questionnaire answered by 499 students of higher education social sciences online courses in the USA, China and Spain. They found that the most influential aspects of the online courses in social sciences on students' satisfaction and perceived learning were learning content and course design

Introductory programming: a systematic literature review

As computing becomes a mainstream discipline embedded in the school curriculum and acts as an enabler for an increasing range of academic disciplines in higher education, the literature on introductory programming is growing. Although there have been several reviews that focus on specific aspects of introductory programming, there has been no broad overview of the literature exploring recent trends across the breadth of introductory programming. This paper is the report of an ITiCSE working group that conducted a systematic review in order to gain an overview of the introductory programming literature. Partitioning the literature into papers addressing the student, teaching, the curriculum, and assessment, we explore trends, highlight advances in knowledge over the past 15 years, and indicate possible directions for future research

Teachers\u27 Perceptions of an Online Social Network as an Instructional Platform: The Impact of an Edmodo-Based Professional Development Workshop

Today\u27s students are learning and communicating in increasingly digital ways, which is challenging instructors to rethink their practice in order to meet their students\u27 needs. These needs include instant access to information, student-centered learning, and control over their own learning. With the rapid adoption and progression of technology in education, understanding instructors\u27 perceptions of technology that supports digital-age learners becomes important, as instructors\u27 perceptions can influence the effectiveness of technology integration. This study examined one particular technology, the Online Social Network (OSN), using Edmodo in light of how it is perceived as an instructional platform. Additionally, whether the OSN supports a professional learning community was investigated, and the influence of this type of professional development design on the participants\u27 perceptions was analyzed. Generally, the OSN was perceived as an instructional platform particularly for instruction aimed at student-centered and blended learning. It was evident that the OSN is capable of supporting a professional learning community, as participants in this study thoroughly and collectively worked to design student-centered learning modules within the platform while at the same time inquiring on topics pertinent to their professional growth. The findings provide relevant information for instructors looking to implement a platform that supports a student-centered approach to instruction, as well as, an example for administrators seeking a platform that supports a professional learning community. With this information, it is hopeful that the educational practice can improve, as instructors perceptions are better understood and their desire to participate in an online learning community is manifest

Student Engagement in a Team-Based Capstone Course: A Comparison of What Students Do and What Instructors Value

Student engagement is an important consideration across all levels of education. The adoption of student-centered teaching methods is an effective way to increase student engagement. Student engagement is at risk when instructor expectations and student participation in purposeful engagement activities are not aligned. Traditionally, student engagement is measured at the institutional level, which proves less than useful to instructors who wish to gauge engagement in specific courses in higher education. In this study, we sought to determine classroom level engagement in a capstone farm management course recently converted to the team-based learning format by comparing student perceptions regarding participation in engagement-specific activities with the instructors’ perceived importance of those same activities. The Classroom-Level Survey of Student Engagement (CLASSE) was utilized to collect student participation and instructor importance data. Data were examined utilizing a 2x2 quadrant analysis. Congruence between student participation frequency and instructor importance was found between 73.7% of the educational activities, while discrepancies were found on 26.3% of educational activities. Overall, students who completed the team-based learning-structured farm management course were physically and psychologically engaged in the learning environment. It is recommended that team-based learning be implemented in other courses within agricultural education to examine its utility in other contexts

An examination of social presence in an online learning environment.

The distance education literature is lacking studies investigating the construct of social presence, the value placed on it by online learners, and whether its existence in text-based environments is necessary for learning, satisfaction, and contributing to course retention. The purpose of this study was to explore learner perceptions and experiences of the learning process within the Web-based online learning medium in terms of social presence. More specifically, it examines the relationship among learners\u27 perceptions of social presence in asynchronous online courses and how it relates to satisfaction with learning, whether course activities perceived as having high levels of social presence also have high levels of satisfaction and quality of learning, and whether perceptions of social presence and satisfaction with learning affects their likelihood of enrolling in future online courses. The research design of this study utilized an online survey administered to 280 students enrolled in online courses of nine disciplines; both undergraduate- and graduate- level at a large urban university. Open-ended questions from the online survey were examined as well to help inform and support the findings from the quantitative data. Data were analyzed using correlations, ANOVAs, and hierarchical regression analysis. The findings demonstrated that students\u27 perceived social presence was statistically, significantly, and positively related to their overall perceived satisfaction with learning in online courses. Furthermore, students\u27 perceived social presence was statistically, significantly, and positively related to their perception of quality of and satisfaction with learning for each of the five course activities examined in this study. The hierarchical regression analysis suggested that perceived social presence contributed substantially more incremental variance to the decision to enroll again in an online course than the satisfaction with learning variable. Overall, the theoretical model including social presence and satisfaction with learning explained 18 percent of the variance in the dependent variable. The potential implications for theory and practice for online course designers and instructors are provided