Learning from video: Factors influencing learners' preconceptions and invested mental effort

Explored in this article are factors that influence learners' preconceptions of television, the mental effort they invest in processing a video-based lesson, and their achievement. It is proposed that learners' preconceptions of the effort required by a medium directly influence the amount of effort they invest in processing a lesson presented through that medium, and that the amount of mental effort learners invest in a mediated lesson influences the quantity and quality of the information they gain from the lesson. Factors that influence learners' preconceptions and mental effort include the characteristics of the media, the characteristics of the task, and the characteristics of the learners. Research findings regarding learners' preconceptions of television and the mental effort expended in processing a video-based lesson are reviewed. Practical implications and issues for future research that arise from the literature are identified.     

Mental effort and video-based learning: The relationship of preconceptions and the effects of interactive and covert practice

Recommendations for the design of interactive video materials are often based on the premise that interactive video may overcome learners' preconceptions of television as “easy.” This study investigated learner preconceptions of the difficulty of interactive video, instructional television, and television, and examined the effects of actively or covertly responding to practice questions on perceived mental effort, recall, and inferences. Seventy-one undergraduate students completed a questionnaire assessing their preconceptions of the difficulty of the three media, received their treatment, completed a questionnaire assessing perceived mental effort, then completed a recall and inference posttest. Before the lesson, the learners perceived it to be significantly easier to learn from interactive video than from instructional television and television, and significantly easier to learn from instructional television than from television. There were no significant differences in the mental effort ratings or inference scores among the three groups. The interactive video group recalled significantly more information than the television group. Possible reasons for findings and suggestions for further research are discussed.     

Cognitive Research and Elementary Science Instruction: From the Laboratory,to the Classroom,and Back

Can cognitive research generate usable knowledge for elementary science instruction? Can issues raised by classroom practice drive the agenda of laboratory cognitive research? Answering yes to both questions, we advocate building a reciprocal interface between basic and applied research. We discuss five studies of the teaching, learning, and transfer of the “Control of Variables Strategy” in elementary school science. Beginning with investigations motivated by basic theoretical questions, we situate subsequent inquiries within authentic educational debates—contrasting hands-on manipulation of physical and virtual materials, evaluating direct instruction and discovery learning, replicating training methods in classroom, and narrowing science achievement gaps. We urge research programs to integrate basic research in “pure” laboratories with field work in “messy” classrooms. Finally, we suggest that those engaged in discussions about implications and applications of educational research focus on clearly defined instructional methods and procedures, rather than vague labels and outmoded “-isms.”     

How Nigerian teachers select instructional materials

Instructional systems designers and developers have assumed idealized models and theories about the selection and use of materials for instruction. Such models and theories are based on what teachers should do instead of recognizing what teachers are doing when they select materials for instructions. This study examined how teachers select instructional materials for instruction. When making decisions for selecting and using materials teachers were influenced by the content of lessons taught, and by their professional training, rather than by the stating of behavioural objectives. An integrated instructional design should include a consideration of the mental and intuitive efforts of teachers, and of the qualities of materials during not after the need assessment.     

Evaluating instructional programs: How much is enough?

Instructional developers need to determine the degree of economically justifiable rigor for evaluating instructional products. Rigorous evaluation, involving outside evaluators, random assignment of masses of individuals from well-defined populations, and massive amounts of data, is often beyond their means. At the opposite extreme, representing no evaluation at all desite the size of consumer market, are most standard educational materials. A successive approximations scheme to empirical determination of effectiveness is needed, with consumers aware of the risks involved. The fear to “teaching to the test” (recently termed “wholly indefensible”) conflics with the basic assumptions of the teachonology of instruction and with the achievement of accountability of the instructional system to its consumers.     

An analysis of research studies in which “homemade” achievement instruments were utilized

This article will have as its focus a problem described by Anderson, namely, the quality of the construction and reporting of research that contains “homemade” achievement tests. The current status of homemade achievement tests was examined in this study. Research reports in two science education journals were analyzed, using Anderson's eight categories of information that a high quality research report should include. The journals examined were Journal of Research in Science Teaching and Science Education from January 1975 to January 1980. The findings indicate that reliability estimates and the procedures for selecting test items were mentioned more frequently in the science education journals than in Anderson's study. However, there was little or no improvement in describing the relation of test items to instruction. These findings should be of interest both to researchers who are utilizing “homemade” achievement tests in their studies and to journal panels who are reviewing studies for publication.     

Reification of instructional materials as part of the process of developing problem‐based practices in mathematics education

This teacher development study closely examined a teacher's practice for the purpose of understanding how she selected and implemented instructional materials, and correspondingly how these processes changed as she developed her problem‐based practice throughout a school year. Data sources included over 20 hours of planning and analysis meetings with the teacher and 27 video‐taped lessons with discussions before and after each lesson. Through qualitative analysis we examined the data for: students' cognitive demand for curricular materials the teacher selected and implemented; teacher's beliefs and practices for students' engagement in mathematical thinking; and teacher's and students' communication about mathematics during instruction. We found that the teacher shifted her views and use of instructional materials as she changed her practice towards more problem‐based approaches. The teacher moved from closely following her traditional, district‐adopted textbook to selecting problem‐based tasks from outside resources to build a curriculum. Simultaneously, she changed her practice to focus more on students' engagement in mathematical thinking and their communication about mathematics as part of learning. During this shift in practice, the teacher began to reify instructional materials, viewing them as instruments of her practice to meet students' needs. The process of shifting her views was gradual over the school year and involved substantial analysis and reflection on practice from the teacher. Implications include that teachers and teacher educators may need to devote more attention and support for teachers to use instructional materials to support instruction, rather than materials to prescribe instruction. This use of instructional materials may be an important part of transforming practice overall.     

Disentangling the effects of flipped classroom instruction in EFL secondary education: When is it effective and for whom?

Flipped classroom refers to an instructional approach in which students study educational videos at home and do homework assignments in class. The present study aims to compare flipped classroom with other forms of video-based instruction and determine which types of students benefit most from video-based instruction. Thirty-eight EFL school classes with 848 ninth-grade students took part in a quasi-experimental pre-post-test intervention study over four weeks. Two independent variables were completely crossed resulting in four experimental conditions: video (at home vs. in class) and instructional method (student-centred vs. teacher-centred). Multilevel analysis reveals that all four experimental conditions were equally effective in promoting students’ learning gains. At-risk, average and excellent students profited least from the learning conditions. The study constitutes a first step towards a comprehensive evaluation of flipped classroom by using a better-controlled research design and may contribute to a more objective discussion about the positive effects of flipped classroom.     

Embracing the Complexity of Instruction: A Study of the Effects of Teachers' Instruction on Students' Reading Comprehension

The purpose of this study was to determine whether third-grade teachers' instructional actions during reading comprehension lessons contributed to their students' reading comprehension achievement. Our framework focused on teachers' emphasis on three dimensions of instruction (pedagogical structure, teacher-directed instruction, and support for student learning), as observed in comprehension lessons across a year. Third-grade teachers' instruction was analyzed first by measuring their latent propensity to engage in instructional actions in the three dimensions and then by using these latent variables in a multilevel model to examine their students' gains in reading comprehension. Results provided support for the theoretical dimensions, taking into account contextual variables including lesson, student, and teacher characteristics; teachers' engagement in teacher-directed instruction and their support for student learning significantly contributed to their students' reading comprehension. Results suggest that analysis of teachers' instructional actions within and across lessons is a promising approach for the study of effective reading instruction.     

The effects of digital storytelling on student achievement,social presence,and attitude in online collaborative learning environments

This study investigated the effects of digital storytelling on student achievement, social presence, and attitude in online collaborative learning environments. Students in one middle school course were randomly assigned to one of the two treatment groups after they received initial general instruction regarding teamwork skills. The “digital storytelling-based online collaborative learning (DST-OCL)” and the “general online collaborative learning (G-OCL)” groups received subsequent associated skills training. The overall results indicated that after each group took part in the treatment during online collaborative learning activities, the “DST-OCL” groups had significantly higher social presence than the “G-OCL” groups. Specifically, using “DST-OCL” strategies was significantly more effective than using “G-OCL” strategies for improving the “online communication,” “interactivity,” and “privacy” components of students’ social presence in online collaborative learning environments. There was no significant difference between the two groups regarding student achievement and attitude. The findings of this study offer an insight into methods for using digital storytelling as an instructional strategy for improving online collaborative learning effectiveness.     

Extending Cognitive Load Theory to Incorporate Working Memory Resource Depletion: Evidence from the Spacing Effect

Depletion of limited working memory resources may occur following extensive mental effort resulting in decreased performance compared to conditions requiring less extensive mental effort. This “depletion effect” can be incorporated into cognitive load theory that is concerned with using the properties of human cognitive architecture, especially working memory, when designing instruction. Two experiments were carried out on the spacing effect that occurs when learning that is spaced by temporal gaps between learning episodes is superior to identical, massed learning with no gaps between learning episodes. Using primary school students learning mathematics, it was found that students obtained lower scores on a working memory capacity test (Experiments 1 and 2) and higher ratings of cognitive load (Experiment 2) after massed than after spaced practice. The reduction in working memory capacity may be attributed to working memory resource depletion following the relatively prolonged mental effort associated with massed compared to spaced practice. An expansion of cognitive load theory to incorporate working memory resource depletion along with instructional design implications, including the spacing effect, is discussed.     

Teaching for understanding and/or self-regulated learning? A video-based analysis of reform-oriented mathematics instruction in Switzerland

In mathematics instruction, can a teacher implement surface features of instruction that foster self-regulated learning as well as achieve quality at the deeper level of instruction, that is, focus on higher-order thinking, problem-solving, and mathematical modeling? An educational reform effort in Switzerland, which is based on constructivist and sociocultural theories of mathematics learning, targets both these dimensions: self-regulated learning and conceptual understanding. We examined the realization of the two dimensions in classroom instruction in a video-based study of 79 eighth-grade math classes using three kinds of data: videotapes of mathematics lessons, student and teacher questionnaires, and achievement tests. As to the surface level of instruction, teachers reported how frequently they provided opportunities for self-regulated learning. With regard to the deeper level of instruction, teachers reported how frequently they provided opportunities for independent problem solving. In addition, we examined the extent to which teachers’ pedagogical beliefs reflected a constructivist orientation. The results showed that teachers implemented the two dimensions relatively independently of one another. Teachers’ constructivist-oriented beliefs influenced only opportunities provided for independent problem solving and did not affect opportunities for self-regulated learning. Opportunities for self-regulated learning had a positive effect on students’ learning experience. Professional development should encourage teachers to take greater account of both surface-level and deeper-level (quality) features of instruction.     

基于课堂讲授法的“1+3”教学模式研究

相对大学课堂传统教学模式,“1+3”教学模式以启发式教学思想的课堂讲授法为基础,在教学内容上增新、教学材料上丰富、教学方法上增加环节,是实现学习目标的有效教学模式之一。重点探讨“1+3”教学模式的基本含义、现实背景、理论基础、具体实施步骤以及实施这种教学模式的注意事项,以期改善课堂教学现状,提高课堂教学的有效性。     

Antagonism Between Achievement and Enjoyment in ATI Studies

There is evidence that negative correlations between student achievement and their enjoyment of instructional methods exist under certain circumstances. In aptitude‐treatment interaction (ATI) studies where two or more methods are allowed to interact with student aptitudes to predict enjoyment and achievement, it appears that students often report enjoying the method from which they learn the least. Selected ATI studies are reviewed, and an explanation is suggested which may account for the negative correlations between achievement and enjoyment in instructional settings. It appears that students make inaccurate judgments about the amount of effort they will have to expend to achieve maximum learning outcomes. Low ability students typically report liking more permissive instructional methods, apparently because they allow them to maintain a “low profile” so that their failures are not as visible. However, in order to experience maximum achievement low ability students require less permissive methods which lower the information processing load on them. High ability students like more structured methods which they believe will make their efforts more efficient when these lower load methods seem often to interfere with their learning. High ability students seem to learn more from more permissive approaches which allow them to bring their own considerable skills to bear on learning tasks.     

Framing Quality: Annotated Video-Based Portfolios of Classroom Practice by Pre-service Teachers

In this paper we describe the use of peer learning teams creating annotated video-based portfolios to improve the quality of teacher–child interactions of undergraduate majors in early childhood and family studies. We used the intentional teaching framework (Hamre et al. in Handbook of early education. Guilford Publications, New York, 2012a) to create a course that moved students through the process of “knowing,” “seeing,” “doing,” and “reflecting & improving.” Forty-four undergraduate early childhood students formed eleven peer learning teams of four. We started the course by teaching the teacher–child interaction skills that are considered to be high-quality and linked to positive child outcomes (knowing). After learning to reliably identify (seeing) high quality instruction using the Classroom Assessment Scoring System, the students created video portfolios featuring their own adult-child interactions (doing). These portfolios, featuring short salient examples of six different dimensions of quality instruction, were posted to a website and shared with their peer learning team. Each team member then commented on the extent to which she or he believed the students’ example was high quality. The portfolios and the peer coaching learning team (PCLT) process have improved our ability to document change in interactions as well as the students’ abilities to see their own growth (reflecting & improving). Further, it allows us to tighten the connection between course content and practical application as well as providing us with an alternative to on-site supervision of practicum students, which can be challenging due to budget constraints. Finally, we hope that sharing this activity will encourage others to integrate video-based technology into their coursework as a means to demonstrate positive change in students’ learning.