In this study we have investigated learning outcomes as dependent variables to establish if particular learner characteristics/backgrounds and design features are related to the outcomes for blended learning effectiveness and if they predict learning outcomes in blended learning. 2. This site needs JavaScript to work properly. Evaluating Professional Development. Though blended learning (BL), is widely adopted in higher education, evaluating effectiveness of BL is difficult because the components of BL can be extremely heterogeneous. 8600 Rockville Pike They therefore recommended the use of online resources for other course units in future (78%) because they were satisfied with them (64.3%). In view of the low efficiency of college students' autonomous independent learning, this research was aimed at building the OBE-oriented college students' blended English learning community in a smart environment. Face-to-face sessions should continue on a monthly basis as noted here and is in agreement with Marriot et al. Willging, P. A., & Johnson, S. D. (2009). We identified 56 eligible articles. Keywords: Good analytical skills and meticulous. Effectiveness of blended learning on student engagement . Blended Learning Compared to Traditional Learning in Medical Education: Systematic Review and Meta-Analysis. Self-regulatory skills of time management lead to better performance and learners ability to structure the physical learning environment leads to efficiency in e-learning and blended learning environments. Adding group activities can significantly enhance the overall effect of blended learning. (2006) who found learner interactions as predictors of learner satisfaction but agrees with Naaj et al. This study is done in the context of a plan to undertake innovative pedagogy involving use of a learning management system (moodle) for the first time in teaching and learning in a Ugandan university. Supervised learning techniques were applied: linear regression and k-means clustering. Research shows that the failure of learners to continue their online education in some cases has been due to family support or increased workload leading to learner dropout (Park & Choi, 2009) as well as little time for study. Student-teacher interaction showed a relation with satisfaction according to Swan (2001) but is not a predictor in our study. Cohen, K. E., Stage, F. K., Hammack, F. M., & Marcus, A. Int J Educ Technol High Educ 14, 7 (2017). Article Effective blended programmes are focused on the learning experience and outcomes before considering the technology. Eom, Wen, and Ashill (2006) using a survey found out that interaction, among other factors, was significant for learner satisfaction. Why Blended Learning Really Works for Busy Professionals. Evaluating student satisfaction with blended learning in a gender-segregated environment. doi: 10.2196/16504. It has again been noted that the success of e- and blended learning is highly dependent on experience in internet and computer applications (Picciano & Seaman, 2007). A standard multiple regression analysis was done taking learner characteristics/background and design features as predictor variables and learning outcomes as criterion variables. The World-Wide Web. Kintu, M. J., & Zhu, C. (2016). This post was first published on eLearning Industry. Research shows that absence of learner interaction causes failure and eventual drop-out in online courses (Willging & Johnson, 2009) and the lack of learner connectedness was noted as an internal factor leading to learner drop-out in online courses (Zielinski, 2000). Accessed on 17 Mar 2016. Shrain, K. (2012). Ability to write effective storyboard, instructional text, audio and video scripts. Blended learning, defined as the combination of traditional face-to-face learning and asynchronous or synchronous e-learning, has grown rapidly and is now widely used in education. There is high intrinsic motivation, satisfaction and knowledge construction as well as good performance in examinations (M=62%, SD=7.5); which indicates potentiality for blended learning effectiveness. The phrase "blended learning" is being used increasingly to describe learning and teaching approaches which contain a mixture of online activities and face to face activities. Linearity was found suitable from the scatter plot of the standardized residuals and was rectangular in distribution. Byungura JC, Nyiringango G, Fors U, Forsberg E, Tumusiime DK. Emotional intelligence as a predictor for success in online learning. Google Scholar. Blended learning effectiveness: the relationship between student characteristics, design features and outcomes, https://doi.org/10.1186/s41239-017-0043-4, Learning outcomes and significant predictors, International Journal of Educational Technology in Higher Education, http://digitalcommons.unl.edu/libphilprac/, selfdeterminationtheory.org/intrinsic-motivation-inventory/, http://www.infodev.org/en/Publication.301.html, http://www.kineo.com/m/0/blended-learning-report-202013.pdf, http://creativecommons.org/licenses/by/4.0/. Cookies policy. From the table above, design features (technology quality and online tools and resources), and learner characteristics (attitudes to blended learning, self-regulation) were significant predictors of learner satisfaction in blended learning. Learners need to seek helpful assistance from peers and teachers through chats, email and face-to-face meetings for effectiveness (Lynch & Dembo, 2004). Perth, Australia: Murdoch University. Abstract Background: Blended learning, defined as the combination of traditional face-to-face learning and asynchronous or synchronous e-learning, has grown rapidly and is now widely used in education. Regarding knowledge construction, it has been noted that effective learning occurs where learners are actively involved (Nurmela, Palonen, Lehtinen & Hakkarainen, 2003, cited in Zhu, 2012) and this may be an indicator of learning environment effectiveness. Blended learning can beneficial for any student, but it is especially effective for nursing students. Tselios, N., Daskalakis, S., & Papadopoulou, M. (2011). Students perceptions of the introduction of a blended learning environment: An exploratory case study. Greer, Hudson and Paugh further noted that peer encouragement assisted new learners in computer use and applications. Distance education drop-out: What can we do? doi: 10.1016/j.compedu.2006.11.007. http://www.biomedcentral.com/1472-6920/13/57, http://europepmc.org/abstract/MED/17403945. Journal of Instructional Psychology, 28(3), 191198. -. This study tackles blended learning effectiveness which has been investigated in previous studies considering grades, course completion, retention and graduation rates but no studies regarding effectiveness in view of learner characteristics/background, design features and outcomes have been done in the Ugandan university context. Hofmann, J. Blended learning is modular and scalable Especially useful for large, global enterprises, blended learning is modular and scalable, both upward and downward. A study by Marriot, Marriot, and Selwyn (2004) showed learners expressing their preference for face-to-face due to its facilitation of social interaction and communication skills acquired from classroom environment. Learners preferred face-to-face sessions after every month in the semester (33.6%) and at the beginning of the blended learning session only (27.7%). Loukis, E., Georgiou, S. & Pazalo, K. (2007). In planning to design and implement blended learning, we are mindful of the implications raised by this study which is a planning evaluation research for the design and eventual implementation of blended learning. Digital health professions education on chronic wound management: A systematic review. Rovai, (2003) noted that learners computer literacy and time management are crucial in distance learning contexts and concluded that such factors are meaningful in online classes. Journal of Management Information Systems, 19(4), 930. . joint learning under the framework of the OBE-oriented college students' blended English learning community in a smart environment could significantly improve college students' English learning effectiveness. Blended learning is an effective instructional strategy in K-12 settings. A Comprehensive Learning Management System A comprehensive Learning Management System (LMS) is a prerequisite for creating an immersive learning environment. . Support is needed for learners from all areas in web-based courses and this may be from family, friends, co-workers as well as peers in class. blended learning, English language teaching, digitized teaching resources, application strategy, effectiveness and reflection Abstract In the post-pandemic era, with the constant updating and development of information technology, both at home and abroad, the close connection between the modern education system and information technology has been demonstrated. (2003). From http://www.kineo.com/m/0/blended-learning-report-202013.pdf Online students: Relationships between participation, demographics and academic performance. Time conflict, as compounded by family, employment status and management support (Packham et al., 2004) were noted as causes of learner failure and drop out of online courses. Questions This research mainly answered the following two questions: (1) In the process of joint learning for An effective learning strategy is not only implemented for the training of students but also at the corporate level. Rahman, S. et al, (2011). One popular method of delivering microlearning content is through the use of microlearning videos. Due to the large heterogeneity, the conclusion should be treated with caution. The goal is not to complement or replace conventional learning styles, but rather to incorporate necessary changes to make the educational path for learners more effective and personalized. Universities and other institutions of learning should continue to emphasize blended learning approaches through installation of learning management systems along with strong internet to enable effective learning through technology especially in the developing world. Federal government websites often end in .gov or .mil. In Wasson, B. Ludvigsen, S. & Hoppe, V. (eds), Designing for change in networked learning environments (pp 333342). Interaction capabilities between instructors and learners using email, discussion boards, or chat rooms can enhance student engagement and allow space for collaborative learning. CZ gave the technical advice concerning the write-up and advised on relevant corrections to be made before final submission. Cook DA, Hatala R, Brydges R, Zendejas B, Szostek JH, Wang AT, Erwin PJ, Hamstra SJ. Swaminathan N, Ravichandran L, Ramachandran S, Milanese S. J Educ Health Promot. All the scales and sub-scales had acceptable internal consistency reliabilities as shown in Table1 below: First, descriptive statistics was conducted. The least in the scoring was task strategies at 67.7% and the highest was learner environment structuring at 76.3%. In addition, studies by Leidner, Jarvenpaa, Dillon and Gunawardena as cited in Selim (2007) have noted three main factors that affect e-learning and blended learning effectiveness as instructor characteristics, technology and student characteristics. Learner extent of use of the learning management system features was as shown in the table below in percentage (Table4): From the table, very rarely used features include the blog and wiki while very often used ones include the email, forum, chat and calendar. Forest plot of blended learning versus non-blended learning. Disclaimer, National Library of Medicine 2023 BioMed Central Ltd unless otherwise stated. Distance Education, 22(2), 306331. Preferably working experience in a university environment supporting teaching and learning. They have dealt with emotional intelligence, resilience, personality type and success in an online learning context (Berenson, Boyles, & Weaver, 2008). Determinants for success in online learning communities. They however reported that there was intermittent breakdown during online study (67%) though they could complete their internet program during connection (63.4%). International Journal of Web-based Communities, 5(3), 340350. This is being currently undertaken through a . Abubakar, D. & Adetimirin. 2. Study results by Swan (2001) indicated that student-teacher interaction strongly related with student satisfaction and high learner-learner interaction resulted in higher levels of course satisfaction. This review presents research about blended learning effectiveness from the perspective of learner characteristics/background, design features and learning outcomes. They showed that it is beneficial for them (94%) and that it was an important way of studying (84.3%). Thousands Oaks: Corwin Press. N2 - Background & objective Though blended learning (BL), is widely adopted in higher education, evaluating effectiveness of BL is difficult because the components of BL can be extremely heterogeneous. (2013). eCollection 2022. The work will encompass risk management framework . Heinich, R., Molenda, M., Russell, J. D., & Smaldino, S. E. (2001). Kwak, D. W., Menezes, F. M., & Sherwood, C. (2013). From our study findings, this is no threat for blended learning our case as noted by our results. PMC Computers in Human Behaviour, 30, 249261. by most educators' definitions, blended learning includes both face-to-face and live instruction, combined with some online instructional components. Blended Learning Techniques: Advantages (and Disadvantages) In short blended learning is more flexible, adaptable, and engaging for learners, while allowing instructors better cater to the unique needs of their learners. Learner performance by age and gender in e-learning and blended learning has been found to indicate no significant differences between male and female learners and different age groups (i.e. Dissertation Abstracts International, 64(9-A), 3191. Establishing the significant predictors of outcomes in blended learning will help to inform planners of such learning environments in order to put in place necessary groundwork preparations for designing blended learning as an innovative pedagogical approach. Shraim and Khlaif (2010) note in their research that 75% of students and 72% of teachers were lacking in skills to utilize ICT based learning components due to insufficient skills and experience in computer and internet applications and this may lead to failure in e-learning and blended learning. Virtual interactivity: design factors affecting student satisfaction and perceived learning in asynchronous online courses. Our study has not agreed with Eom et al. Learner success in blended learning may substantially be affected by system functionality (Pituch & Lee, 2006) and may lead to failure of such learning initiatives (Shrain, 2012). Project-based learning relies on immersing learners in one particular project, whether it's a question or challenge, and focusing on solving that one problem over a period of time. The online self-regulated learning questionnaire (Barnard, Lan, To, Paton, & Lai, 2009) and the intrinsic motivation inventory (Deci & Ryan, 1982) were applied to measure the constructs on self regulation in the student characteristics and motivation in the learning outcome constructs. Anderson, T. (2004). Song, Singleton, Hill, and Koh (2004) examined online learning effectiveness factors and found out that time management (a self-regulatory factor) was crucial for successful online learning. 59% of students are more motivated when using blended learning models. Is a prerequisite for creating an immersive learning environment: an exploratory case study as... Biomed Central Ltd unless otherwise stated the perspective of learner characteristics/background and design features and.. F. M., & Smaldino, S. E. ( 2001 ) but is a! Analysis was done taking learner characteristics/background and design features as predictor variables and learning outcomes as criterion.! 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