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Poor mathematics performance was generally reported from international assessments such as Programme for International Student Assessment (PISA) and Trends in International Mathematics and Science Study (TIMSS) among Malaysian students. Malaysia is ranked 52nd and 48th in the assessments for 2012 and 2018 respectively, while Singapore, Japan, South Korea, and even Vietnam have consistently performed well and held the top spots among the 78 countries evaluated in the PISA. Although numerous new technologies have been introduced, developed and implemented for education, incorporation of IT capability (ITC) to teach and learn Mathematics where still lacking commonly. Additionally, learning Mathematics in the traditional teaching contents could not accomplish desired learning outcomes because of dry contents and dull teachers. Therefore, this study is to design an appropriate ITC framework for improving learning experience and academic achievement of learning Mathematics. This study has adopted the development model of Analysis, Design, Development, Implementation and Evaluation (ADDIE) and Mayer (2010)'s cognitive theory for multimedia instructional content design. This study developed a new Multimedia Probability and Statistics system (MMPASS) for a subject of Probability and Statistics. The developed topics were concepts of discrete random variables and probability distribution function which were puzzled by students from preliminary study. An experiment was conducted with both control and experimental groups. The developed MMPASS blended multiple influential multimedia elements in the learning contents. A quantitative method and proportional stratified sampling were used to collect data. The blended topics were used by the experimental group whilst the control group was solely learning using the existing learning contents. Questionnaires were distributed to both groups after the lessons. 66 students participated in this survey. The collected data was then analysed and an ITC model was formed. Results of this study show that Perceived System Quality, Perceived Information Content Quality and Perceived System Performance as independent variables significantly improved learning experience. The findings also reveal that the performances of the experimental group have a higher mean score (9.65/10.00) compared to the control group (8.03/10.00), indicating the use of MMPASS improved students' learning performance in subjects that involve understanding of concepts. While there is a lack of established ITC framework and IT application for Mathematics education in Malaysia, this study has verified the use of ITC improving performance of learning Mathematics in Malaysia.

This study is aimed to investigate students' perceptions towards the mDPBL approach as a multimedia-based learning approach. mDPBL approach is a combination of two different teaching approaches (i.e. DIA and PBL) with multimedia. Two departments were selected in this study (i.e. Informatics Engineering and Information System). The survey was divided into two phases, pre-survey and post-survey. 276 students participated in this study. The quasi-experiment method was used with two different ways teaching strategies (i.e. traditional and mDPBL approach). The study revealed that the majority of students have a positive impact on positive learning outcomes in the mDPBL approach. A significant increase in students' perceptions of the effectiveness of the mDPBL approach is proven by an increase in the average score of students' perceptions and perceived effectiveness of 2.67 points or 8.71%, respectively.

This study presents students' feedback and learning impact on design and development of a multimedia learning in Direct Problem-Based Learning approach (mDPBL) for Computer Networks in Dian Nuswantoro University, Indonesia. This study examined the usefulness, contents and navigation of the multimedia learning as well as learning impacts towards mDPBL approach which used. A total of 276 students who took Computer Networks subject from two different departments participated in this study of a quasi-experiment in year 2016. Two different ways of teaching, one the normal of teaching/traditional approach, another one using mDPBL approach of teaching. However, the purpose of this study, Analysis and report in this study only the feedback of the students participated in mDPBL group (n=136). Nearly all students have positive feedback of the multimedia learning especially usefulness, contents and navigation, and also they have positive feedback of the mDPBL teaching approach. While, the overall feedback towards mDPBL approach presented in the findings/results section.

Direct instruction approach has been widely used in higher education. Many studies revealed that direct instruction improved students' knowledge. The characteristics of direct instruction include the subject delivered through face-to-face interaction with the lecturers and materials that sequenced deliberately and taught explicitly. However, direct instruction resulted in low creative thinking and teamwork skills among students. Therefore, problem-based learning activities were adapted to reform and create an innovation of a direct instruction approach in developing the new situation. Objective: This study aimed at exploring lecturers' and students' perspectives towards Direct Problem-Based Learning (DPBL) activities as a new approach for activities in the classroom. Design: A quasi-experimental design was used. Participants: Third-year students (N = 276) who signed up for Computer Networks subject from Dian Nuswantoro University, Indonesia and five lecturers were involved. Findings and Results: Learning outcomes were significantly positively (Sig. p = 0.00). Creative thinking skills score increased 8.4%, Teamwork skills score increased 11.5%, and knowledge score increased 25.9% of DPBL approach. The majority of students have difficulties in the direct instruction approach x-bar = 4.71(0.472). Whereas, x-bar = 1.99(0.655) students have low difficulty in DPBL approach. Expert participants agreed that DPBL approach can enhance creative thinking and teamwork skills x-bar = 4.70(0.50)