In recent years, research using learning analytics to predict learning outcomes has begun to increase. This emerging field of research advocates the use of readily-available data to inform teaching and learning. The current case study adopts a learning analytics approach to evaluate the online learning package of an academic English course in a university in Hong Kong. This study aims to (1) explore the completion pattern of use of the online learning package by students in a generic undergraduate academic skills course; and (2) predict student outcomes based on their online behaviour patterns. Over three academic years, the study examined usage logs for 7000+ students that were available on the university's learning management system. Student assessment component scores, online activity completion rates, and online behavioural patterns were identified and examined using descriptive analysis, bivariate correlation analysis, and multiple regression analysis. The findings reveal insights into different online learning behavioural patterns that would benefit blended course designers. For instance, some students started using the online learning package early in the semester but fulfilled only the minimum required online work, whereas others greatly exceeded the basic requirement and continued doing activities in the online package even after the semester had finished. The relationship between learning activities in the online package and assessment component grades was found to be weak but meaningful. A regression model was developed drawing on the completion rates to predict overall student scores, and this model successfully identified several specific factors, such as total number of attempts and performance in individual online learning activities, as predictors of the final course grade.
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As one of the essential skills for success in work and studies, English communication is often made a key component in the GE curriculum of tertiary study programmes. In addition to the provision of required English proficiency courses, many tertiary institutions have established English centres of some description to promote English learning on campus. Yet from students' perspective, what kinds of programmes and activities should be offered, and how they feel about these initiatives is not very widely discussed in the existing literature. This paper aims to address these questions with practical experiences gained from a project to establish an English language enhancement centre by one self-financing tertiary institution in Hong Kong. Funded by the Quality Enhancement Support Scheme (QESS), the centre, titled the Centre for Academic and Professional Language Enhancement (CAPLE), was set up in March 2016. Cognizant of the benefits of life-wide learning, independent learning and collaborative peer learning, CAPLE offers a series of workshops and various kinds of English and culture learning activities that adopt these pedagogical approaches. Centre usage figures and user feedback were continuously collected for evaluative purposes. Data collected through student diaries, online surveys, usage records of the online programmes and other resources and a focus group interview showed varying levels of popularity of different types of workshops/activities, suggesting there is a need for programme designers to have a more realistic view about students' actual English learning needs and learning motivation. Recommendations are made accordingly for more economical use of resources.
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Background: There has been a lack of research on exploring how beliefs about language learning (BALLs) and out-of-class language-learning activities are related. BALLs and out-of-class language-learning activities play an important role in influencing the learning behaviours of learners and learning outcomes. Findings of this study provide useful pedagogical implications for English teaching in Hong Kong.
Aim: The aim of the study is to gather information on the BALLs and out-of-class language-learning activities of young adult ESL learners in Hong Kong.
Sample: Convenience sampling is adopted in this study of 324 ESL (English as a Second Language) learners undertaking vocational education in Hong Kong.
Methods: Surveys on BALLs and out-of-class language-learning activities. Results: Findings indicate that learners held mostly positive beliefs. Watching films and television, reading, listening to English songs, music and radio channels, formal learning and practising speaking with others were the out-of-class language-learning activities reported by subjects that they carried out most frequently. There is an association between BALLs and the implementation of activities. Learners who regarded out-of-class language-learning activities as useful were found to possess more positive beliefs regarding their English learning in terms of BALLI (Beliefs About Language Learning Inventory) items. Learners who implemented out-of-class language-learning activities were found to have more positive beliefs in terms of two factors, "Perceived value and nature of learning spoken English" and "Self-efficacy and expectation about learning English."
Conclusion: The contextual influences of English being a prestigious language in Hong Kong and being attached with tangible rewards and power are suggested to contribute to the prevalence of instrumental motivation among ESL learners in Hong Kong. These influences, together with notion of modesty and the fear of losing face

本文是作者與一位小學教師為學生設計角色扮演的經驗分享。教師在小學中國語文課堂中設計角色扮演活動，加入教育戲劇元素「定格」和「思路追蹤」確能增加學生參與的機會。學生又能設身處地，以多角度思考問題，發展他們的批判能力；同時他們能愉快和投入地學習。個案試行效果不錯，但其設計仍有可進一步優化之處。
This is an experience sharing of the design of a role-play in the Chinese language classroom by the author and a primary Chinese language teacher, using the elements of the drama: Still Image and Thought Tracking. Findings indicate that students have more chances to participate in activities, think in different perspectives of the questions and this helps them to develop their critical thinking. They learn happily and devotedly. The result is quite encouraging. However, there is still room for improvement on the design of the activities.
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Despite the imperatives of policy and rhetoric about their integration in formal education, Information and Communication Technologies (ICTs) are often used as an "add-on" in many classrooms and in many lesson plans. Nevertheless, many teachers find that interesting and well-planned tasks, projects, and resources provide a key to harnessing the educational potential of digital resources, Internet communications, and interactive multimedia to engage the interest, interaction, and knowledge construction of young learners. To the extent that such approaches go beyond and transform traditional "transmission" models of teaching and formal lesson planning, this paper investigates the changing requirements and new possibilities represented by the challenge of integrating ICTs in education in a way which at the same time connects more effectively with both the specific contents of the curriculum and the various stages and elements of the learning process. Case studies from teacher education foundation courses provide an exemplary focus of inquiry in order to better link relevant new theories or models of learning with practice, to build upon related learner-centered strategies for integrating ICT resources and tools, and to incorporate interdependent functions of learning as information access, communication, and applied interactions. As one possible strategy in this direction, the concept of an "ICT-supported learning activity" suggests the need for teachers to approach this increasing challenge more as "designers" of effective and integrated learning rather than mere "transmitters" of skills or information through an add-on use of ICTs.
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