Identifying Cognitive Processing Events during Clicker Exercises and Exploring Their Relationship with Student Learning

The use of clickers in the classroom has been linked to student learning. However, studies that examine the effects of clickers on learning often conceptualize a clicker exercise as a single, homogeneous cognitive processing (CP) event. We offer a conceptualization of sequenced cognitive activities that unfold during a clicker exercise. An inductive approach is adopted to identify three CP events that occur during a clicker exercise: an investigation event, a confirmation event, and a ratification event. We then use data collected from a sample of 187 students in an undergraduate business capstone course to explore the relationships between the three CP events and student learning. Contrary to expectations, not all CP events contribute positively to student learning. We discuss the implications of these findings and offer directions for future research that advance the understanding of clicker‐enhanced student learning. These insights afford instructors new options for optimizing the contributions of clicker exercises to student learning in their courses.     

Clickers in the flipped classroom: bring your own device (BYOD) to promote student learning

Flipped classrooms continue to grow in popularity across all levels of education. Following this pedagogical trend, the present study aimed to enhance the face-to-face instruction in flipped classrooms with the use of clickers. A game-like clicker application was implemented through a bring your own device (BYOD) model to gamify classroom dynamics in the spirit of question-and-answer competitions. A series of flipped learning lessons were created for the study, with clickers integrated into question-and-answer activities associated with each of the lessons as formative assessments to assist students in the learning of English as a foreign language. In this quasi-experimental research, the data were gathered using a summative assessment, a perception survey, and individual interviews. The collected data were then analyzed to compare the students’ flipped learning experiences, with or without clicker use. The results indicated that the gamified use of clickers had positive influences on student learning, with regard to their performance, perceptions, and preferences. This study thus suggests that the emerging generation of clicker technology allows for a cost-effective BYOD integration model in flipped classrooms, through which it is possible to seamlessly bridge pre-class and in-class activities and to effectively promote student learning.     

An Adaptive Blended Learning Model for the Implementation of an Integrated Medical Neuroscience Course During the Covid-19 Pandemic

The implementation of an integrated medical neuroscience course by technologically pivoting an in-person neuroscience course to online using an adaptive blended method may provide a unique approach for teaching a medical neuroscience course during the Covid-19 pandemic. An adaptive blended learning method was developed in response to the requirements necessitated by the Covid-19 pandemic. This model combined pedagogical needs with digital technology using online learning activities to implement student learning in a medical neuroscience course for year one medical students. This approach provided medical students with an individually customized learning opportunity in medical neuroscience. The students had the complete choice to engage the learning system synchronously or asynchronously and learn neuroscience materials at different locations and times in response to the demands required to deal with the pandemic. Students' performance in summative and formative examinations of the adaptive blended learning activities were compared with the previous performance obtained the previous year when the contents of the medical neuroscience course were implemented using the conventional “face-to-face” learning approach. While the cohort of our students in 2019 and 2020 changed, the contents, sessions, volume of material, and assessment were constant. This enabled us to compare the results of the 2019 and 2020 classes. Overall, students' performance was not significantly different between the adaptive blended learning and the in-person approach. More students scored between 70% and 79% during the adaptive blended learning compared with in-class teaching, while more students scored between 80% and 89% during the in-person learning than during the adaptive blended learning. Finally, the percentage of students that scored >90% was not significantly different for both Years 2019 and 2020. The adaptive blended learning approach was effective in enhancing academic performance for high-performing medical students. It also permitted the early identification of underachieving students, thereby serving as an early warning sign to permit timely intervention.     

Combining peer discussion with instructor explanation increases student learning from in-class concept questions

Use of in-class concept questions with clickers can transform an instructor-centered "transmissionist" environment to a more learner-centered constructivist classroom. To compare the effectiveness of three different approaches using clickers, pairs of similar questions were used to monitor student understanding in majors' and nonmajors' genetics courses. After answering the first question individually, students participated in peer discussion only, listened to an instructor explanation only, or engaged in peer discussion followed by instructor explanation, before answering a second question individually. Our results show that the combination of peer discussion followed by instructor explanation improved average student performance substantially when compared with either alone. When gains in learning were analyzed for three ability groups of students (weak, medium, and strong, based on overall clicker performance), all groups benefited most from the combination approach, suggesting that peer discussion and instructor explanation are synergistic in helping students. However, this analysis also revealed that, for the nonmajors, the gains of weak performers using the combination approach were only slightly better than their gains using instructor explanation alone. In contrast, the strong performers in both courses were not helped by the instructor-only approach, emphasizing the importance of peer discussion, even among top-performing students.     

Students’ Learning Activities While Studying Biological Process Diagrams

Process diagrams describe how a system functions (e.g. photosynthesis) and are an important type of representation in Biology education. In the present study, we examined students’ learning activities while studying process diagrams, related to their resulting comprehension of these diagrams. Each student completed three learning tasks. Verbal data and eye-tracking data were collected as indications of students’ learning activities. For the verbal data, we applied a fine-grained coding scheme to optimally describe students’ learning activities. For the eye-tracking data, we used fixation time and transitions between areas of interest in the process diagrams as indices of learning activities. Various learning activities while studying process diagrams were found that distinguished between more and less successful students. Results showed that between-student variance in comprehension score was highly predicted by meaning making of the process arrows (80%) and fixation time in the main area (65%). Students employed successful learning activities consistently across learning tasks. Furthermore, compared to unsuccessful students, successful students used a more coherent approach of interrelated learning activities for comprehending process diagrams.     

Making the most of “external” group members in blended and online environments

Although the importance of boundary spanning in blended and online learning is widely acknowledged, most educational research has ignored whether and how students learn from others outside their assigned group. One potential approach for understanding cross-boundary knowledge sharing is Social Network Analysis (SNA). In this article, we apply four network metrics to unpack how students developed intra- and inter-group learning links, using two exemplary blended case studies in Spain and the UK. Our results indicate that SNA based upon questionnaires can provide researchers some useful indicators for a more fine-grained analysis how students develop these inter- and intra-group learning links, and which cross-boundary links are particularly important for learning performance. The mixed findings between the two case-studies suggest the relevance of pre-existing conditions and learning design. SNA metrics can provide useful information for qualitative follow-up methods, and future interventions using learning analytics approaches.     

An integrative review of in-class activities that enable active learning in college science classroom settings

ABSTRACT

Engaging students in active learning is linked to positive learning outcomes. This study aims to synthesise the peer-reviewed literature about ‘active learning’ in college science classroom settings. Using the methodology of an integrative literature review, 337 articles archived in the Educational Resources Information Center (ERIC) are examined. Four categories of in-class activities emerge: (i) individual non-polling activities, (ii) in-class polling activities, (iii) whole-class discussion or activities, and (iv) in-class group activities. Examining the collection of identified in-class activities through the lens of a theoretical framework informed by constructivism and social interdependence theory, we synthesise the reviewed literature to propose the active learning strategies (ALSs) model and the instructional decisions to enable active learning (IDEAL) theory. The ALS model characterises in-class activities in terms of the degrees to which they are designed to promote (i) peer interaction and (ii) social interdependence. The IDEAL theory includes the ALS model and provides a framework for conceptualising different levels of the general concept ‘active learning’ and how these levels connect to instructional decision-making about using in-class activities. The proposed ALS model and IDEAL theory can be utilised to inform instructional decision-making and future research about active learning in college science courses.     

K-12 teachers’ perceptions of and their satisfaction with interaction type in blended learning environments

Blended learning is an effective approach to instruction that combines features of face-to-face learning and computer-mediated learning. This study investigated the relationship between student perceptions of three types of interaction and blended learning course satisfaction. The participants included K-12 teachers enrolled in a graduate-level course. Results indicate that students (a) perceived interaction as important to their learning experiences and (b) were moderately satisfied in their blended learning course. The predictive model of student satisfaction including three types of interaction was reliable. Of the three types of interaction, learner–content interaction was the strongest predictor of student satisfaction when the course design involved a low amount of collaborative activities. Additionally, student personality was found to be a vital factor for interaction and satisfaction in this type of course design. Students who reported having an extroverted personality noted more interaction and a higher level of student satisfaction than those who self-reported as introverted.     

Toward a set of design principles for mathematics flipped classrooms: A synthesis of research in mathematics education

This paper analyzed the journal publications of mathematics flipped classroom studies in K-12 and higher education contexts. We focused specifically on a set of flipped classroom studies in which pre-class instructional videos were provided prior to face-to-face class meetings. We examined the following four major issues: (a) the types of out-of-class and in-class instructional activities used, (b) the effect of flipped learning on student achievement, (c) the participant perceptions of flipped classroom benefits, and (d) the main challenges of flipped classroom implementations. A meta-analysis of 21 comparison studies showed an overall significant effect in favor of the flipped classroom over the traditional classroom for mathematics education (Hedges' g = 0.298, 95% CI [0.16, 0.44]), with no evidence of publication bias. A broader research synthesis of 61 studies revealed that the flipped classroom approach benefited student learning in three main aspects: increasing in-class time for task/practice, integrating new knowledge with existing beliefs, and real-time feedback. The two most frequently reported flipped classroom challenges were students' unfamiliarity with flipped learning and significant start-up effort on the part of instructors. We hence propose a set of design principles to help foster the transition to the flipped classroom and improve the out-of-class and in-class learning designs. This set of design principles can also provide a more focused agenda for future research to examine the effect of the flipped classroom approach on student learning and motivation.     

Focusing Teaching on Students: Examining Student Perceptions of Learning Strategies

This study examined undergraduate and graduate students’ perceptions of the impact of in-class learning activities, out-of-class learning activities, and instructional materials on their learning. Using survey methodology, students anonymously assessed their perceptions of in-class activities, out-of-class activities, and instructional materials as most impactful, helpful, and enjoyable to their learning. Undergraduate college students found Jeopardy games, PowerPoint slides, and checking for understanding/review questions to be most helpful, while 50% often perceived Jeopardy games, Poll Everywhere, videos, and PowerPoint slides as enjoyable active learning strategies. Graduate students perceived small groups, out-of-class writing assignments, and Lino as most helpful to their learning. Additionally, an analysis of student comments about why these strategies were impactful, helpful, and enjoyable revealed 4 themes: fun, learning collaboratively, challenging but helpful, and variety in how students learn. Creating a learner-centered environment that is engaging as well as enjoyable for students positively impacts perceptions of students’ learning, which should encourage teachers to adopt this approach in their own college classrooms.     

Do clickers work for students with poorer grades and in harder courses?

We studied the impact of clickers, also known as electronic student response systems, on the performance of students on two undergraduate finance courses. Consistent with some of the recent literature, we found that clickers have very little impact on student performance, as measured by final course grades. Further, we found that clickers do not have a significant impact on course grades for students in relation to their designated performance ability (weak versus strong) or whether the course in question is less or more difficult. However, after simultaneously controlling for course difficulty and student aptitude, we found that clickers have a meaningfully positive impact on the performance of poorly performing students on more challenging quantitative courses. Our results suggest that the impact of clickers on student performance may depend on the type of student (academically weak, average or strong) and the type of course (average or difficult). This finding has particular implications for curriculum planners at the post-secondary level, although the findings may also have application at the secondary school level.     

Using clickers in nonmajors- and majors-level biology courses: student opinion, learning, and long-term retention of course material

Student response systems (clickers) are viewed positively by students and instructors in numerous studies. Evidence that clickers enhance student learning is more variable. After becoming comfortable with the technology during fall 2005-spring 2006, we compared student opinion and student achievement in two different courses taught with clickers in fall 2006. One course was an introductory biology class for nonmajors, and the other course was a 200 level genetics class for biology majors. Students in both courses had positive opinions of the clickers, although we observed some interesting differences between the two groups of students. Student performance was significantly higher on exam questions covering material taught with clickers, although the differences were more dramatic for the nonmajors biology course than the genetics course. We also compared retention of information 4 mo after the course ended, and we saw increased retention of material taught with clickers for the nonmajors course, but not for the genetics course. We discuss the implications of our results in light of differences in how the two courses were taught and differences between science majors and nonmajors.     

Using interactive content and online activities to accommodate diversity in a large first year class

As in many universities, class sizes have increased more quickly than teaching and learning resources. A related challenge is the increasing diversity of the student body in terms of socio-economic background, learning styles, English language ability and preparedness. This paper explores ways in which traditional face-to-face teaching methods (such as lectures and tutorials) can be combined with online teaching and learning activities in a “blended” learning approach to improve teaching and learning and to accommodate student diversity. Using a large first year Economics class as a case study, data were collected on student perceptions of the use of blended learning. A statistical model was used on a sample of 50 students to determine which online activities were most beneficial in improving student performance. The majority of students agreed that replacing one lecture a week with online activities and resources improved their learning, although about 20 % of the class would have preferred more lecturing and fewer online resources. Statistical finding showed that more active online resources, such as multiple choice and graphing questions, were most beneficial in improving student performance, but that more passive lecture capture was also useful in modelling the discourse of the discipline.     

Technology‐enhanced learning in higher education: How to enhance student engagement through blended learning

Blended learning has risen in popularity in the last two decades as it has been shown to be an effective approach for accommodating an increasingly diverse student population in higher education and enriching the learning environment by incorporating online teaching resources. Blending significant elements of the learning environment such as face‐to‐face, online and self‐paced learning leads to better student experiences and outcomes and more efficient teaching and course management practices if combined appropriately. Hence, an appropriate systematic and dynamic approach of blended learning design is crucial for a positive outcome, starting with planning for integrating blended elements into a course and creating blended activities and implementing them. Evaluating their effectiveness and knowing in which environments they work better and improving the blended activities designed from both the student’s and instructor’s perspective are critical for the next delivery of the course. This article aims to increase awareness of higher education educators about how traditional face‐to‐face learning can be transformed into blended courses so as to develop student engagement with both in‐class and online approaches, whilst being time effective for the instructor.     

Investigating Strategies for Pre-Class Content Learning in a Flipped Classroom

In a flipped classroom model, learning of basic content is shifted before class while in-class time is used for concept application. Empirical and controlled research studies are lacking on the best strategies to provide the necessary pre-class content instruction. In this study, we tested three methods of pre-class content learning—interactive online tutorials, video lectures, and textbook-style readings—while holding the content and the in-class application activities constant. Identical introductory, non-majors biology classes were manipulated at both a public, open-enrollment institution and a private, highly selective institution. We found that video lectures offer a small advantage to overall student learning over interactive tutorials or textbook-style readings. Although our two populations differed in their ability to effectively learn from pre-class activities, through a student-centered flipped classroom approach, students at both institutions demonstrated equal learning gains by the final assessment. Potential reasons for some observed differences are suggested.     

Clickers in college classrooms: Fostering learning with questioning methods in large lecture classes

What can be done to promote student–instructor interaction in a large lecture class? One approach is to use a personal response system (or “clickers”) in which students press a button on a hand-held remote control device corresponding to their answer to a multiple choice question projected on a screen, then see the class distribution of answers on a screen, and discuss the thinking that leads to the correct answer. Students scored significantly higher on the course exams in a college-level educational psychology class when they used clickers to answer 2 to 4 questions per lecture (clicker group), as compared to an identical class with in-class questions presented without clickers (no-clicker group, d = 0.38) or with no in-class questions (control group, d = 0.40). The clicker treatment produced a gain of approximately 1/3 of a grade point over the no-clicker and control groups, which did not differ significantly from each other. Results are consistent with the generative theory of learning, which predicts students in the clicker group are more cognitively engaged during learning.     

Students’ perceptions of clickers as an instructional tool to promote active learning

The purpose of this study was to evaluate students’ perceptions of clickers as an instructional tool to promote active learning in a Physical Geography undergraduate class. A convenience sample of 24 undergraduate students registered in a physical geography course was assigned clickers to answer chapter quizzes in class for 15 weeks during the semester. Data from student interviews, student surveys, and exam grades were used to analyze the findings. Overall, students were satisfied and gave high approval ratings for the use of clickers, particularly for enhancing their participation and engagement in class lectures. The study findings show that clickers promote student engagement in the teaching and learning process. However, students did not find clickers to be a motivating factor to study more for the course. The implications for the use of clickers as instructional tools to improve active teaching and learning in technology-rich classrooms are also discussed.     

Useful interactive teaching tool for learning: clickers in higher education†

Many university lecturers are encouraged to implement innovative teaching tools and methodologies such as clickers in order to create an interactive learning environment and improve student learning, but its performance must be evaluated. The aim of this paper is to test empirically the impact of the use of clickers on students' learning processes. The teaching experience applied to the subject of Financial Accounting is specifically described. The total sample size is 77 students from a Business Administration and Economics Degree, taught in English and in Spanish. The analysis, using multivariate techniques, of the questionnaire responses, students' grades and a reflexive experience of the lecturer conclude that learning with clickers is effective. There is a positive relationship between grades and intrinsic motivation through clickers. Consequently, the students' marks are related to its intrinsic motivation, feedback to understanding, students' discussion and its negative aspects but not gender nor age.     

The effectiveness of the student response system (SRS) in English grammar learning in a flipped English as a foreign language (EFL) class

ABSTRACT

Flipped classes are well-known for reversing the typical in-class lecture and out-of-class homework structure by instructing students to learn by themselves from on-line learning materials and inviting them to ask questions based on their individual difficulties in class. Many attempts at integrating this teaching method into English as a foreign language (EFL) classrooms have proven to be beneficial to students’ learning achievement and motivation. However, there is little research on how to organize interactive, engaging and effective in-class activities for an EFL flipped classroom. In this study, a student response system (SRS) is proposed to support teachers in organizing in-class activities in a flipped class. To investigate the effectiveness of this approach, a quasi-experiment was conducted in an EFL classroom in an engineering school. The experimental group used the SRS to do in-class activities while the control group followed the conventional method. The results showed that the use of the SRS increased students’ learning motivation and self-efficacy in learning English grammar and improved their participation and engagement in the in-class activities of the flipped learning process. Furthermore, the questionnaire results showed that students accepted the SRS as an instructional method in an EFL flipped class. However, the use of the SRS was not effective in improving students’ grammar learning achievement.