@inproceedings{scholars9744,
            year = {2018},
             doi = {10.1051/matecconf/201822506022},
            note = {cited By 2; Conference of 2018 UTP-UMP-VIT Symposium on Energy Systems, SES 2018 ; Conference Date: 18 September 2018 Through 19 September 2018; Conference Code:141921},
          volume = {225},
         journal = {MATEC Web of Conferences},
       publisher = {EDP Sciences},
           title = {A Comparative Analysis of Attainment of Program Outcomes for Courses with and without the Use of Modern Tools},
        abstract = {An important consideration in higher education is that graduates meet or exceed the program outcomes (POs). While there exists anecdotal evidence that the use of modern tools i.e. computer modelling and simulation, improve attainment of these outcomes, there is little empirical research available. Where empirical evidence is available, the variables considered would almost certainly have a bearing on the outcomes. In this work, the attainment of the POs by undergraduate engineering students in courses with and without the use of modern tools, based on quantitative data, were compared. It was hypothesized that courses using modern tools would lead to better overall attainment of POs, compared to courses not using these tools. As a case study, the PO attainment of students in the Mechanical Engineering undergraduate program at Universiti Teknologi Petronas (UTP) was considered. Quantitative data obtained through UTP's outcomebased education (OBE) software was used to assess the overall attainment of the POs for all courses for a cohort of 126 Mechanical Engineering undergraduate students class of 2017. It was found that, for the case study considered, the usage of modern tools has led to slightly better attainment of some POs, with slightly poorer attainment in other POs. Specifically, attainment in POs where the cognitive or the knowledge domain is more dominant improved, as the usage of modern tools helped students to understand theoretical concepts better. Attainment in POs were the affective domain is more dominant recorded a slight decrease, and the incorporation of modern tools did not aid in the attainment of these POs. The study is at a preliminary stage and a more detailed study, involving more cohorts, is planned to establish a correlation (if any) between the use of modern tools in higher education and attainment of POs. {\^A}{\copyright} 2018 The Authors, published by EDP Sciences.},
             url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85056798008&doi=10.1051\%2fmatecconf\%2f201822506022&partnerID=40&md5=5d658ef4e366779153a49c29c93d86e6},
        keywords = {Anecdotal evidences; Comparative analysis; Computer modelling and simulation; Empirical research; Engineering undergraduates; Outcome-based education; Quantitative data; Undergraduate engineering students, Students},
          author = {Ovinis, M. and Karuppanan, S. and Sulaiman, S. A. and Melor, P. S. and Paiz, M. Z. and Urquia, A.},
            issn = {2261236X}
}