Disciplinary difference in students' use of technology,experience in using eLearning strategies and perceptions towards eLearning

This paper focuses on interdisciplinary differences in three main issues related to eLearning: namely, use of technology, use of technology for teaching and learning, and perceptions about eLearning strategies. Data were survey results for 1438 students at The Chinese University of Hong Kong. Disciplines were classified into Soft/Hard and Pure/Applied based on the Biglan model. Results revealed that while students of different disciplines did not vary a great deal in their daily usage of technology, there were differences in their level of confidence in using technology. The use of technology for teaching and learning also differed across disciplines. For example, students in Applied disciplines, compared with students in Pure disciplines, had more experience in employing web-based communication tools to learn. However, there were no significant differences in terms of students' perceptions of the usefulness of eLearning strategies. The findings suggested that while there may be disciplinary differences in the adoption of eLearning, all students have a similar (and positive) view about the need for the use of technology for teaching and learning.     

Doing what works: A grounded theory case study of technology use by teachers of English at a Korean university

Despite considerable effort and expenditure by the Korean government and universities to promote technology use in tertiary education, few teachers of English in Korea regularly and consistently employ technology in their teaching. Moreover, research into the hindrances and enablers of technology use in English education in Korea has been limited for primary and secondary schools and conspicuously absent on the tertiary level. This case study examines what teachers in a general English department at a private university in Seoul undergo as they consider the use of technology both in and out of classrooms. It attempts to provide a holistic look into teacher decision-making in this context. It employs a grounded theory of investigation underpinned by a close reading of the diffusion of innovations theory by Rogers (2003). Data for the study involves three main techniques: semi-structured interviews, a survey questionnaire, and classroom observations. Analysis follows an iterative, grounded method and includes use of both qualitative and quantitative software programs (Atlas.ti 5.0 and SPSS 16.0 respectively). Results from the study form a substantive theory entitled “what works” which helps explain the myriad of decisions that teachers make while trying to manage personal (internal) and administrative (external) goals and aims. Further, all decisions within this system are underpinned by “what works” for teachers in any situation both in terms of reliability and consistency. Implications suggest that the use of technology in the classroom exacerbates preexisting pedagogical and infrastructure issues, leading to inconsistencies in representation and application, as well as an overall limitation of potential use by teachers.     

Measuring integration of information and communication technology in education: An item response modeling approach

This research describes the development and validation of an instrument to measure integration of Information and Communication Technology (ICT) in education. After literature research on definitions of integration of ICT in education, a comparison is made between the classical test theory and the item response modeling approach for the development and validation of a questionnaire. Following the last approach, a construct on integration of ICT is developed, items are generated and an outcome space of Likert type answering categories is defined. The resulting questionnaire has been administered to 933 teacher educators. In this study the collected data are tested for fit to the Rasch model of measurement. It is concluded that the instrument can be used for fundamental measurement of perceived use of ICT for teaching and support of student learning of the reference population, allowing for identification of stages of innovation of ICT integration. We reflect on the critical value of the item response modeling approach and the Rasch measurement model for measurement of integration of ICT in education and discuss some limitations of the study.     

Using eye tracking to understand learners' reading process through the concept-mapping learning strategy

The author used an eye-tracking methodology to examine the influence of the concept-mapping learning strategy on learners performing an English reading task. Eighty-six freshmen enrolled in English courses participated in this control-group pretest-posttest experiment, and received either traditional or concept-mapping instruction for learning English reading skills. A concept-mapping strategy was introduced to the learners in the experimental group to improve their reading ability. The results of independent t tests, in which eye-tracking data on fixation time and fixation path were used, indicated that the participants who received concept-mapping instruction exhibited shorter fixation times on the core concept and other content in the text, compared with the group that received traditional instruction. Moreover, the experimental group demonstrated longer and irregular rereading paths than the control group (CG) did. These results indicated that concept mapping serves as a reference to assist average readers to improve and to identify primary ideas that clarify the meaning of an article.     

EFL learners’ use of online reading strategies and comprehension of texts: An exploratory study

This study investigated EFL learners’ online reading strategies and the effects of strategy use on comprehension. To fulfill the purposes of this study, a Web-based reading program, English Reading Online, was created. Thirty applied English majors, divided into a high group and a low group based on their proficiency levels, were asked to read four authentic online texts; two were appropriate to the students’ level of proficiency, and two were more difficult. Results from data analysis showed that the use of support strategies dominated the strategy use and contributed to most of the comprehension gains, but an exclusive dependence on support strategies did not successfully predict the increase in scores on main ideas and details when the students were reading more challenging texts. On the whole, the use of global strategies significantly contributed to better comprehension, especially for low proficiency students.     

Tracing the development of teacher knowledge in a design seminar: Integrating content,pedagogy and technology

Effective technology integration for teaching subject matter requires knowledge not just of content, technology and pedagogy, but also of their relationship to each other. Building on Schulman’s [Schulman, L. S. (1987). Knowledge and teaching: foundations for a new reform. Harvard Educational Review, 57(1), 1–22] concept of pedagogical content knowledge, we introduce a framework for conceptualizing Technological Pedagogical Content Knowledge—TPCK [Mishra, P., Koehler, M.J., (in press). Technological pedagogical content knowledge: A new framework for teacher knowledge. Teachers College Record]. We report the results of a semester-long investigation of the development of TPCK during a faculty development design seminar, whereby faculty members worked together with masters students to develop online courses. Quantitative discourse analysis of 15 weeks of field notes for two of the design teams show participants moved from considering technology, pedagogy and content as being independent constructs towards a richer conception that emphasized connections among the three knowledge bases. Our analyses suggests that developing TPCK is a multigenerational process, involving the development of deeper understandings of the complex web of relationships between content, pedagogy and technology and the contexts in which they function. Pedagogic, pragmatic, theoretical, and methodological contributions are discussed.     

Enabling teachers to explore grade patterns to identify individual needs and promote fairer student assessment

Exploring student test, homework, and other assessment scores is a challenge for most teachers, especially when attempting to identify cross-assessment weaknesses and produce final course grades. During the course, teachers need to identify subject weaknesses in order to help students who are struggling with a particular topic. This identification often needs to happen across multiple assessment data points and should be considered in comparison to the class’s progress as a whole. When determining grades, fairness to all is essential, but there are special needs for students who did poorly on one exam or had a steadily increasing grasp of the subject. We present eduViz, a visualization tool designed to help teachers explore and assign grades. Teachers can see the trajectory of student scores, the relationship of a particular student to the class, and use categories they have defined in order to filter their assessment information. Query response is immediate and all logical comparisons are possible. Teachers can easily compare their query to the class or per student average as well as view scores by raw point total or percentage. Additionally, eduViz provides a grade assignment interface which allows teachers to view sorted student scores in a scatterplot. This scatterplot is coupled with a unique partition slider which allows users to move color coordinated bands on the scatterplot to indicate grade ranges. As these grade ranges are set, a histogram is updated to show the number of students assigned to each grade range. These features give teachers new and powerful ways to explore and assign grades so that they can better understand student strengths and weaknesses and make the most of the time they have available. Interviews with 16 expert teachers indicate that eduViz is a success across fields, provides teachers with a useful tool to understand and help their classes, and encourages reflective practice.     

Mining LMS data to develop an “early warning system” for educators: A proof of concept

Earlier studies have suggested that higher education institutions could harness the predictive power of Learning Management System (LMS) data to develop reporting tools that identify at-risk students and allow for more timely pedagogical interventions. This paper confirms and extends this proposition by providing data from an international research project investigating which student online activities accurately predict academic achievement. Analysis of LMS tracking data from a Blackboard Vista-supported course identified 15 variables demonstrating a significant simple correlation with student final grade. Regression modelling generated a best-fit predictive model for this course which incorporates key variables such as total number of discussion messages posted, total number of mail messages sent, and total number of assessments completed and which explains more than 30% of the variation in student final grade. Logistic modelling demonstrated the predictive power of this model, which correctly identified 81% of students who achieved a failing grade. Moreover, network analysis of course discussion forums afforded insight into the development of the student learning community by identifying disconnected students, patterns of student-to-student communication, and instructor positioning within the network. This study affirms that pedagogically meaningful information can be extracted from LMS-generated student tracking data, and discusses how these findings are informing the development of a customizable dashboard-like reporting tool for educators that will extract and visualize real-time data on student engagement and likelihood of success.     

Exploring the TPACK of Taiwanese elementary mathematics and science teachers with respect to use of interactive whiteboards

There has been an increasing tendency to enhance teachers’ ability to apply educational technology. Few researchers have investigated with the relationships between the use of interactive whiteboards (IWBs) and the impact on the technological pedagogical and content knowledge (TPACK) of teachers. The purposes of the study were to examine Taiwanese elementary mathematics and science teachers’ TPACK with respect to current use of IWBs. Associations between in-service teachers’ TPACK and other factors were also examined. The IWB-based TPACK questionnaire was developed and validated in an elementary school context. The results indicated that there were significant differences in the TPACK of elementary teachers who used IWBs compared to teachers who did not use IWBs. Furthermore, elementary science teachers demonstrated significantly higher TPACK than elementary mathematics teachers. No significant difference was found in teachers’ TPACK according to gender. The results also showed that teachers’ TPACK differed significantly on the basis of teachers’ varying amounts of teaching experience. Teachers who had more years of teaching experience demonstrated significantly higher TPACK than did teachers who had fewer years of teaching experience. The research implications of this study are provided along with suggestions.     

Personalising learning through the use of technology

In March 2005, the Department for Education and Skills published its e-strategy, Harnessing Technology (DfES, 2005, Harnessing technology: Transforming Learning and Children’s Services). Within this, two of its key objectives were: firstly to transform teaching and learning, and help to improve outcomes for children and young people, through shared ideas, more exciting lessons, and online help for professionals. Secondly, to engage ‘hard to reach’ learners, with special needs support, in more motivating ways of learning, and give them more choice about how and when they learn.     

Not everybody needs help to seek help: Surprising effects of metacognitive instructions to foster help-seeking in an online-learning environment

Offering help functions is a standard feature of computer-based interactive learning environments (ILE). Nevertheless, a number of recent studies indicate that learners are not using such help facilities effectively. We compared the effects of different metacognitive supports to foster learners’ help-seeking behavior in an ILE for plant identification. Four groups of university students (n = 51), each receiving a different metacognitive instruction, had to determine living plants. They had to think-aloud and were video recorded during the experiment. At the end of the session they completed a knowledge test. The surprising effect was that students in all groups were effective help-seekers. They adapted their help-seeking behavior to the complexity of the plants in an effective way. The results indicate that for students on university level effective help-seeking seems to depend largely on motivational factors.     

The timing of online lecture slide availability and its effect on attendance, participation, and exam performance

The use of PowerPoint slides has become an almost ubiquitous practice in university classrooms, however little research has examined whether the timing of lecture slide availability to students (either before or after lecture) affects classroom behaviour or exam performance. Using a 2 (slide availability condition) × 2 (course type) between-subjects design, the present study examined lecture slide availability differences in attendance, participation, and exam performance in two courses – Research Methods and Cognitive Development – taught in both the Fall and Winter semesters. For each type of course, lecture slides were made available on the course website before lecture in one semester and after lecture in the other semester. Course material was held constant across semesters. Results showed that mean attendance was higher when slides were available before lecture, but only for the type of course that did not include attendance points as part of students’ final grades. For students who participated in class, participation was more frequent when slides were available before lecture. No significant difference in exam performance was found between lecture slide availability conditions, however. These findings suggest that making lecture slides available to students before lecture may lead to better overall attendance and participation, but exam performance is determined by more than just whether or not students have lecture slides available for their note-taking.     

Integrating the interactive whiteboard and peer coaching to develop the TPACK of secondary science teachers

Many studies related to the use of interactive whiteboards (IWBs) in educational settings have shown that IWB technology can result in enhanced presentations and in the development of student motivation and student performance. However, the relationship between the use of IWBs and Technological Pedagogical Content and Knowledge (TPACK) by teachers is yet to be fully investigated and understood. The purpose of this study was to integrate IWB technology and peer coaching to develop the TPACK of secondary science teachers in real classrooms. An IWB-based peer coaching model was developed. Participants of this study included four in-service science teachers. The sources of data included written assignments, reflective journals and interviews. The results displayed three major findings. First, science teachers used IWBs as instructional tools to share their subject-matter knowledge and to express students’ understanding. Second, the IWBs helped the science teachers who encountered teaching difficulties in the traditional classroom better implement their representational repertoires and instructional strategies. Finally, the proposed model of integrating IWBs and peer coaching can develop the TPACK of science teachers. The research implications of this study are provided along with suggestions.     

Children's enjoyment and perception of computer use in the home and the school

This paper seeks to examine the nature and experiences of children's computer use in the home and school. Past research suggests a growing gap between computer use in the home and the school. This study was conducted to find out how children perceive and enjoy computer use in these two environments. Using a sample of year 3 and 5 pupils in three primary schools, qualitative and quantitative data were gathered. The results suggest that children make more use of the computer at home than at school. The most popular activity on the home computer which all children enjoyed was playing games. The most frequent activity at the school computer was word processing which pupils considered boring. Interesting gender differences showed that boys spent more time playing computer games whereas girls spent more time on the Internet emailing friends. The study concludes that schools should learn from what works at home and enable children to work on activities they find valuable, motivational and worthwhile.     

Effects of feedback in a computer-based assessment for learning

The effects of written feedback in a computer-based assessment for learning on students’ learning outcomes were investigated in an experiment at a Higher Education institute in the Netherlands. Students were randomly assigned to three groups, and were subjected to an assessment for learning with different kinds of feedback. These are immediate knowledge of correct response (KCR) + elaborated feedback (EF), delayed KCR + EF, and delayed knowledge of results (KR). A summative assessment was used as a post-test. No significant effect was found for the feedback condition on student achievement on the post-test. Results suggest that students paid more attention to immediate than to delayed feedback. Furthermore, the time spent reading feedback was positively influenced by students’ attitude and motivation. Students perceived immediate KCR + EF feedback to be more useful for learning than KR. Students also had a more positive attitude towards feedback in a CBA when they received KCR + EF rather than KR only.     

Exploration of problematic Internet use and social interaction anxiety among Turkish pre-service teachers

The current study investigated the relationship between problematic Internet use and social interaction anxiety among pre-service teachers. Participants were 1235 students attending teacher training programs at a Turkish state university. The “Problematic Internet Use Scale” and “Social Interaction Anxiety Scale” were used to collect the data. Independent-samples t-test and one-way ANOVA were conducted to examine the differences; and correlation and regression analyses were used to examine the relationships between variables. Findings revealed that male students’ use of the Internet was more problematic compared to female students’. As the time spent on the Internet increased, so did the problematic Internet use levels. In addition, the problematic Internet use levels of students varied with regard to departments. A significant relationship was found between the level of problematic Internet use and social interaction anxiety, and social interaction anxiety was found to be among the predictors of problematic Internet use. Implications and suggestions for further research are provided.     

Modelling technology acceptance in education: A study of pre-service teachers

The purpose of the study is to build a model that predicts the level of technology acceptance by pre-service teachers at a teacher training institute in Singapore. It examines relationships among variables associated with factors that influence technology acceptance. Data was collected from 475 participants using a survey questionnaire. Employing structural equation modelling, a hypothesized model was tested for model fit in the study. The resulting model is found to have a good fit. Perceived usefulness, attitude towards computer use, and computer self-efficacy have direct effect on pre-service teachers’ technology acceptance, whereas perceived ease of use, technological complexity, and facilitating conditions affect technology acceptance indirectly. These six variables account for approximately 27.1% of the variance of behavioural intention. Perceived usefulness appeared to the strongest determinant of behavioural intention.     

Using a shared workspace and wireless laptops to improve collaborative project learning in an engineering design class

Two different technologies, groupware (a shared workspace) and shared wireless laptop computers, were implemented in a project design class in a civil engineering course. The research interest was in the way these technologies supported resource sharing within and across project groups and in the forms of group collaboration that resulted. The initiative was evaluated using both qualitative (e.g. pyramid discussion) and quantitative methods (e.g. survey, logs of usage). The results showed that these technologies helped improve group sharing of resources and supported different kinds of group collaboration. The shared workspace provided a location-independent central repository of resources around which group activities were coordinated whereas the laptops provided a focal point for the face-to-face discussion of these resources. The paper discusses the importance of embedding supportive technologies and the different forms of learner collaboration mediated by each technology.     

A fit-gap analysis of e-business curricula and job demand in Taiwan and the US

During the past decade, many enterprises have been re-directing their resources into critical business areas to keep up with economic and market changes. They have adopted electronic business (EB) systems, such as supply chain management, enterprise resource planning (ERP), and enterprise application integration (EAI), to ensure seamless integration with internal processes as well as suppliers and customers. This phenomenon indicates that EB systems are playing an important role in attaining the effectiveness of enterprise operations. However, there is a constant complaint from recruiters that EB professionals with the right skills are hard to come by. To gauge the rapid changes in EB education and industry demand, EB curricula from top universities and job announcements from popular career Web sites in both the US and Taiwan are collected. We analyze the data and compare the results between the two countries to recommend remedial actions for narrowing the gap between industry and academia.