The effects of part-task and whole-task instructional approaches on acquisition and transfer of a complex cognitive skill

This study was designed to investigate the effects of two instructional approaches (whole-task versus part-task) and two levels of learner prior knowledge (lower versus higher) on learner acquisition and transfer of a complex cognitive skill. Participants were 51 undergraduate pre-service teachers. In the part-task condition, a complex skill (preparing a grade book using Excel) was decomposed into a series of smaller tasks, each of which was demonstrated and practiced separately. In the whole-task condition, which was based on the 4C/ID-model (van Merriënboer 1997), learners were exposed to the entire complex skill from the beginning of the instruction and were required to practice performing a series of whole tasks throughout the unit. Results indicated that the whole-task group performed significantly better than the part-task group on a skill acquisition test and a transfer test. Possible reasons for these findings and suggestions for future research are discussed.     

Developing technical expertise in secondary technical schools: The effect of 4C/ID learning environments

In this study, the effectiveness of learning environments, developed in line with the specifications of the four components instructional design model (4C/ID model) and the additional effect of ICT for fostering the development of technical expertise in traditional Ghanaian classrooms, was assessed. The study had a one-by-one-by-two pretest–posttest quasi-experimental design. Three functionally equivalent classes of students from three similar (secondary technical) schools were randomly exposed to three different treatments. The sample consisted of 129 students. The treatment groups consisted of one control group with a regular method of teaching and two experimental groups: a 4C/ID learning environment with ICT; and a 4C/ID learning environment without ICT. The content for the treatments was selected from the secondary technical education syllabus. Technical teachers were trained to implement the interventions. After the pilot study, the materials were validated by experts and revised. Teachers were retrained. The main study, consisting of six sessions, was conducted in regular classrooms in three schools. Results indicated that a 4C/ID learning environment promotes the development of technical expertise in secondary technical education better than teaching designed in line with a regular method of teaching. Moreover, results reveal no significant difference in learning gains for the 4C/ID learning environment between the group with ICT and the group without ICT. In the final section, the theoretical, research and practical implications of the results for the instructional design and technology community as well as for educational practice, are discussed.     

教师的教学观对学生学习的影响(下)

三、数据分析结果第一项分析是计算教师的 SPTCT分数 (教学观 )与他们的学生的 L PQ分数变化 (学习方式变化 )以及成绩测验的 z分数变化间的相关 ,如表 4所示。表 4　教师教学观与学生学习方式的改变以及学习成绩的变化间的相关样本数传授观应试观能力观态度观育人观灌输倾向互动倾向表层式学习 885 .13* .0 0 .0 4 .0 2 .0 3.0 7 .0 3深层式学习 889- .0 1.0 4 .0 3.0 3- .0 2 .0 3.0 2成就式学习 888.0 1.0 1.0 7.10 * .0 8.0 1.10 *常规测验成绩 10 34- .2 5 * .0 2 .0 1- .0 2 .0 9* - .13* .11*开放性测验成绩 90 5 - .19* - .0 7.…     

The foundations and assumptions of technology-enhanced student-centered learning environments

Direct instruction approaches, as well as the design processes that support them, have been criticized for failing to reflect contemporary research and theory in teaching, learning, and technology. Learning systems are needed that encourage divergent reasoning, problem solving, and critical thinking. Student-centered learning environments have been touted as a means to support such processes. With the emergence of technology, many barriers to implementing innovative alternatives may be overcome. The purposes of this paper are to review and critically analyze research and theory related to technology-enhanced student-centered learning environments and to identify their foundations and assumptions.     

Perceptions of instructional quality: impact on acceptance and use of an online learning environment

ABSTRACT

Given the growing use of online learning environments in higher education, it is important to further unravel how students’ use is influenced by their perceptions towards these learning environments. This study includes the perceived quality of the instructional design based on the First Principles of Instruction of Merrill and students’ acceptance based on the constructs perceived usefulness and perceived ease of use of the technology acceptance model (TAM). The aim of this study is twofold: a first aim is to investigate the influence of the perceived instructional quality on students’ acceptance and the second aim is to investigate the impact of students’ acceptance and the perceived instructional quality on the quantity (i.e. course activity) and quality (i.e. course performance) of use. In this study, a Moodle-based online learning environment for learning French as a foreign language was studied. Participants were 161 university students. Structural equation modeling (SEM) indicates that the perceived instructional quality has a significant positive influence on students’ acceptance. Furthermore, students’ perceived instructional quality has a positive influence on the quality, but not on the quantity of use, whereas students’ acceptance of the online learning environment has no impact on the use of the learning environment.     

The effect of feedback on academic achievement in technology-rich learning environments (TREs): A meta-analytic review

This study aimed to investigate the effect of feedback on students' academic achievement in a technology-rich environment through a systematic and quantitative synthesis of the studies conducted over several decades. We focused on three issues: (a) the effectiveness of feedback in enhancing learning performance; (b) possible factors (feedback characteristics and study features) associated with different studies that could have resulted in the inconsistent findings across the studies; and (c) how different types of feedback differed in their effect in enhancing academic achievement. Based on 182 effect sizes extracted from 61 studies, we found that, compared with no feedback condition, feedback had at least a medium effect (g = 0.44, 95%CI [0.324, 0.555]) in enhancing academic achievement, and the effect of explanation feedback was the strongest compared to other types of feedback. The study further revealed that the feedback in blended learning was more effective than that in online learning. Possible explanations and implications of these findings, as well as limitations and future research directions were discussed.     

Formative assessment strategies for students' conceptions—The potential of learning analytics

Formative assessment is considered to be helpful in students' learning support and teaching design. Following Aufschnaiter's and Alonzo's framework, formative assessment practices of teachers can be subdivided into three practices: eliciting evidence, interpreting evidence and responding. Since students' conceptions are judged to be important for meaningful learning across disciplines, teachers are required to assess their students' conceptions. The focus of this article lies on the discussion of learning analytics for supporting the assessment of students' conceptions in class. The existing and potential contributions of learning analytics are discussed related to the named formative assessment framework in order to enhance the teachers' options to consider individual students' conceptions. We refer to findings from biology and computer science education on existing assessment tools and identify limitations and potentials with respect to the assessment of students' conceptions.

Practitioner notes

What is already known about this topic

• Students' conceptions are considered to be important for learning processes, but interpreting evidence for learning with respect to students' conceptions is challenging for teachers.
• Assessment tools have been developed in different educational domains for teaching practice.
• Techniques from artificial intelligence and machine learning have been applied for automated assessment of specific aspects of learning.

What does the paper add

• Findings on existing assessment tools from two educational domains are summarised and limitations with respect to assessment of students' conceptions are identified.
• Relevent data that needs to be analysed for insights into students' conceptions is identified from an educational perspective.
• Potential contributions of learning analytics to support the challenging task to elicit students' conceptions are discussed.

Implications for practice and/or policy

• Learning analytics can enhance the eliciting of students' conceptions.
• Based on the analysis of existing works, further exploration and developments of analysis techniques for unstructured text and multimodal data are desirable to support the eliciting of students' conceptions.

     

Designing for learning in the Yellow House: a comparison of instructional and learning design origins and practices

ABSTRACT

For the past two decades, there has been persistent debate around whether there is a difference between the fields of instructional design (ID) and learning design (LD). While differences in the two approaches are certainly apparent, there are cross-over points that can provide ID and LD researchers and practitioners with opportunities for dialogue about the purposes and remit of research-based practices for optimal design. Though potentially disruptive, initiating dialogues among learning and instructional designers could lead to more thorough and critical analyses of both ID and LD repertoires. Should boundary crossings occur, there is a potential for a third space for the contemplation, research, and practice of design. A goal of this article is to use the notion of Van Gogh’s Yellow House as an anchoring metaphor for the third space – a location for shared discourse, inspiration, collaboration, and challenge for a community of designers of/for learning. Using the impressionist and expressionist terminology to help elucidate the ways of thinking of designers of both traditions, this article examines the history, underlying philosophical approaches, methodologies, and design goals of ID and LD. We conclude that the emergence of a third space for design can help us move beyond the LD and ID dichotomies. We suggest that a socio-materialist perspective alleviates issues of incommensurability by acknowledging ontological multiplicity.     

The effects of achievement goals and self-regulated learning behaviors on reading comprehension in technology-enhanced learning environments

Studies examining students’ achievement goals, cognitive engagement strategies and performance have found that achievement goals tend to predict classes of cognitive strategy use which predict performance on measures of learning. These studies have led to deeper theoretical understanding, but their reliance on self-report data limit the conclusions that can be drawn. We employed a behavioral approach instead and assessed learning processes by logging learners’ behaviors as they used educational technology. We examined the relationship between achievement goals, strategy use, and comprehension scores of 160 undergraduates who studied a hypertext passage in a technology-enhanced learning environment (TELE) equipped with tools that support learning behaviors including highlighting, taking notes, review of annotations, seeking additional information and monitoring understanding. Results of a path analysis indicated that higher mastery goals predicted more information-seeking and note-taking and marginally more monitoring of learning. Performance avoidance goals negatively predicted note-taking and information-seeking. Performance approach goals did not predict the behaviors we traced. Of the behaviors we traced, highlighting and monitoring predicted increases in comprehension scores. A behavioral approach to assessing learning processes confirmed only a subset of paths from achievement goals to learning processes to learning outcomes originally discovered with self-report data.     

Impact of learning styles on the community of inquiry presences in multi-disciplinary blended learning environments

In this research, a survey method utilising questionnaires and focus group interviews was employed to determine correlations between students’ learning styles and each of the presences in the CoI Framework across disciplines as well as students’ blended learning experience. To this end, the linear regression model was the statistical approach used to explore the correlation between each of the presences and the learning styles after controlling for the disciplines. Consequently, a three–way cross-tab using Chi-square statistics was the statistical method used to discover the variations of the students’ experience of blended learning under different disciplines and learning styles. A total of 12 lecturers and 377 students from three private institutions were involved in this study. The results show that among the four discipline categories, only the soft-applied has a significant effect on the linear regression model. In this particular discipline, the Kinesthetic variable alone has a significant effect on all the three presences in the CoI Framework. The R-squared values are rather small. Further investigation should be directed towards an inclusion of a larger number of postgraduate participants, more courses in the soft-pure and hard-pure categories, and the learning styles of lecturers.     

Investigating the quality of project-based science and technology learning environments in elementary school: a critical review of instruments

This paper provides a systematic review of instruments that have the potential to measure the quality of project-based science and technology (S&T) learning environments in elementary school. To this end, a comprehensive literature search was undertaken for the large field of S&T learning environments. We conducted a horizontal bottom-up analysis of the aspects measured by the retrieved instruments and their operationalisation. We distinguish 11 components. The most frequently evaluated components are prior knowledge and backgrounds, connection with reality, science as inquiry and level of initiative and group work. Overall, the results suggest a considerable diversity in the operationalisation of the components found. Particularly, for connection with reality, science as inquiry and level of initiative and group work, this is related to (1) the object of measurement (e.g. variety in aspects evaluated) and (2) the extent to which the used concepts are clarified. Consequently, some scales, items and questions were found to be a closer fit with aspects of project-based learning environments than others. Additionally, most of the retrieved instruments cover science and not technology or project-based education. This review can be used when searching for a scale, item or question to measure particular aspects of S&T learning environments.     

Exploring the effect of learning styles on learning achievement in a u-Museum

In recent years, mobile technology has been developing rapidly and has been widely used. There are many successful cases of mobile technology applied greatly in today’s teaching and even combined with sensing devices to overcome the limitations of traditional learning environment. In order to make teaching more diversified, teachers currently treat field trips as one of the major ways to aid traditional classroom teaching. Based on Keller’s ARCS motivation model, this study used the natural disaster section in the sixth graders’ Natural Science-Taiwan subject as an example and application of radio frequency identification (RFID) technology in mobile devices to develop a context-aware ubiquitous learning system to be applied in the 921 Earthquake Museum of Taiwan. With the guide of the system, learners can use mobile carriers to receive content information displayed in the Museum for learning. This study conducted experiment in the 921 Earthquake Museum of Taiwan to explore whether using the system for learning significantly improves learning outcomes and motivation in comparison to traditional navigation learning. Felder & Silverman’s theory of learning style was incorporated to explore whether there exists differences in learning performance and outcome among learners with different learning styles so design and strategies for future teaching system can be improved.     

Exploring the links between students' engagement in cooperative learning, their goal preferences and appraisals of instructional conditions in the classroom

Previous research suggested that social support, belongingness and mastery goals were related to the quality of cooperative learning (CL). In this in-depth study we explored how to differentiate between four effective CL teams and four ineffective CL teams, in terms of students' goals and perceptions of instructional conditions. Apart from the earlier mentioned goals we found students' preference for social responsibility, learning for a certificate and entertainment goals to be salient in the CL setting. Mastery and social responsibility goals were prevalent in effective teams, while learning for a certificate and entertainment goals were prevalent in ineffective teams. Moreover, the type of task, group composition and teacher support were mentioned as reasons for effective or ineffective CL.     

The effect of peer assessment on problem solving skills of prospective teachers supported by online learning activities

This study examined the effect of peer assessment on prospective teachers’ performances in complex problem solving. This study also investigated how feedback functions, agreement with peer feedback, and feedback direction affected the use of feedback. The participants included 68 prospective teachers enrolled in the Teaching Methods-2 course during 2012–2013 spring semester and 14 prospective teachers pursuing MA studies on Computer Education and Instructional Technology. The data included prospective teachers’ case solutions and MA students’ feedback reports. The results indicated that groups in both feedback and non-feedback conditions improved on developing solutions for the problems. Additionally, the results showed that while feedback function and feedback direction predicted the use of feedback, prospective teachers’ agreement with feedback was not related to the feedback use. Suggestions were made for further research in line with the findings.     

Seeking construct validity grounded in constructivist epistemology: development of the survey of contemporary learning environments

This study focused on the development of a new classroom environment instrument for late-elementary students. The development of the survey of contemporary learning environments (SoCLE) followed a content analysis of three similar instruments on constructivist learning environments and the literature on characteristics of contemporary learning environments. Through a bottom-up development process, grounded in the epistemological foundations of constructivism, we note the difficulty in operationalizing student perceptions of contemporary learning environments and point to challenges in developing well-grounded construct validity. In a field study of 453 fifth–sixth grade students, the SoCLE was defined with three subscales: Reflective Processes (α?=?0.68), Ownership (α?=?0.65), and Multiple Perspectives (α?=?0.53). The Ownership and Multiple Perspectives subscales indicated relationships with overall academic achievement assessed by a nation-wide testing program, the Iowa Tests of Basic Skills. In a multiple linear regression model, ownership predicted the overall composite achievement score, as well as reading comprehension, social studies, and science subscores. Multiple perspectives predicted the language subscore. These findings highlight that characteristics of contemporary learning environments that are epistemologically based may support achievement in late-elementary students.     

The role of student characteristics in studying micro teaching–learning environments

This study explored the role of student characteristics in studying micro teaching–learning environments. The overarching hypothesis is that teachers teach differently to micro environments in their classrooms. This study is the first of a series exploring the following four questions: (1) What student profiles are identified at the beginning of a school year with respect to cognitive and motivational-affective factors? (2) How do students with different profiles perceive conditions in their learning environment? (3) To what degree do classrooms differ in the composition of student profiles? (4) What are possible consequences for examining micro teaching–learning environments? The study investigated 82 randomly selected high school science classrooms. Student characteristics were assessed at the beginning of the school year. After a video taped teaching unit, students were asked to rate the degree to which they experienced learning conditions as supportive. Latent class analysis (LCA) showed five distinct student profiles that varied along cognitive and motivational-affective dimensions. Multilevel analyses showed effects of student profiles assessed at the beginning of the school year on the students’ perception of learning conditions in a teaching unit 4 months later. To illustrate consequences for examining micro teaching–learning environments, student profiles were linked to video examples. The examples point to the special value of LCA in studying micro teaching–learning environments: they make it possible to focus on the individual student and to investigate the interplay of student characteristics and the learning environment.     

Adaptation of instructional materials: a commentary on the research on adaptations of Who Polluted the Potomac

This commentary first summarizes and discusses the analysis of the two translation processes described in the Oliveira, Colak, and Akerson article and the inferences these researchers make based on their research. In the second part of the commentary, we describe procedures and criteria used in adapting tests into different languages and how they may apply to adaptation of instructional materials. The authors provide a good theoretical analysis of what took place in two translation instances and make an important contribution by taking the first step in providing a systematic discussion of adaptation of instructional materials. Our discussion proposes procedures for adapting instructional materials for examining equivalence of source and target versions of adapted instructional materials. We highlight that many of the procedures and criteria used in examining comparability of educational tests is missing in this emerging research of area.

The process of understanding the task: how is agency distributed between students, teachers and representations in technology-rich learning environments?

In this article, we explore how students’ agency relates to both highly structured and open-ended learning environments. This is done by analysing how students’ understanding of tasks evolves through their activities in relation to the representations inscribed in two technology-rich learning environments. Based on the sociocultural approach to thinking, reasoning and learning we argue that it is necessary to include activities, artefacts and aspects of the knowledge domain in order to understand how and what the students’ learn. We conclude by arguing that the process of understanding a task is often complex and ongoing through the activity.