دورية أكاديمية

Effectiveness of an adaptive eLearning intervention on dental students' learning in comparison to traditional instruction.

التفاصيل البيبلوغرافية
العنوان: Effectiveness of an adaptive eLearning intervention on dental students' learning in comparison to traditional instruction.
المؤلفون: Alwadei AH; Department of Pediatric Dentistry and Orthodontics, College of Dentistry, King Saud University, Riyadh, Saudi Arabia., Tekian AS; Professor and Director of International Programs, Associate Dean for the Office of International Education, Department of Medical Education, College of Medicine, University of Illinois at Chicago, Chicago, Illinois, USA., Brown BP; Clinical Associate Professor, Director, Small Group Facilitation, Department of Oral Medicine and Diagnostic Sciences, College of Dentistry, University of Illinois at Chicago, Chicago, Illinois, USA., Alwadei FH; Department of Preventive Dental Sciences, College of Dentistry, Prince Sattam Bin Abdulaziz University, Al Kharj, Saudi Arabia., Park YS; Department of Medical Education, and Director of Research, Office of Educational Affairs, University of Illinois at Chicago College of Medicine, Chicago, Illinois, USA., Alwadei SH; Department of Preventive Dental Sciences, College of Dentistry, Prince Sattam Bin Abdulaziz University, Al Kharj, Saudi Arabia., Harris IB; Department of Medical Education, Department of Pathology Education, Department of Pathology, Department of Curriculum and Instruction - Curriculum Studies with Emphasis on Health Professions Education, College of Medicine, College of Education, University of Illinois at Chicago, Chicago, Illinois, USA.
المصدر: Journal of dental education [J Dent Educ] 2020 Nov; Vol. 84 (11), pp. 1294-1302. Date of Electronic Publication: 2020 Jul 23.
نوع المنشور: Journal Article
اللغة: English
بيانات الدورية: Publisher: Wiley-Blackwell Country of Publication: United States NLM ID: 8000150 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1930-7837 (Electronic) Linking ISSN: 00220337 NLM ISO Abbreviation: J Dent Educ Subsets: MEDLINE
أسماء مطبوعة: Publication: 2020- : Hoboken, NJ : Wiley-Blackwell
Original Publication: [Washington, etc.] American Assn. of Dental Schools.
مواضيع طبية MeSH: Computer-Assisted Instruction*, Curriculum ; Educational Measurement ; Humans ; Learning ; Students, Dental
مستخلص: There is a great deal of excitement in higher education about the value of adaptive learning to personalize learning paths according to students' individual needs. The authors explored the impact of an Adaptive Learning Platform (ALP) on learning, by comparing learning effectiveness between dental students who used the ALP in a blended learning environment formatively and summatively compared with students who did not use the ALP (i.e., face-to-face), as measured by students' performance on the final exam in a single review preparatory course during the academic years 2013-2018. Paired t-tests showed significant improvement in post-test scores across different course instructional modalities (P < 0.01). The learning gain was greater for students who studied using the ALP summatively (t = 26.20) than those who used it formatively or studied using a face-to-face format (t = 13.10 and 14.13, respectively). Controlling for pre-test scores, analysis of covariance tests indicate that: (1) intervention groups (formative and summative ALP) scored significantly higher than the traditional group (B = 9.34 points, P < 0.01, for summative ALP group) and (B = 4.47 points, P < 0.05, for formative ALP group), and (2) summative ALP group scored significantly higher than formative ALP group (B = 4.84 points, P < 0.05). This study provides empirical evidence that an adaptive learning intervention can have a significant impact on student learning performance. The success of any adaptive learning system relies mainly on sound instructional design. Technology will continue to grow at an overwhelming pace; the cautionary note the authors highlight is that conceptions of pedagogy, complemented by technology, must guide the development of adaptive learning systems.
(© 2020 American Dental Education Association.)
References: Kerr P. Adaptive learning. Elt Journal, 2015;70(1):88-93.
Bloom BS. The 2 sigma problem: the search for methods of group instruction as effective as one-to-one tutoring. Edu Res, 1984;13(6):4-16.
Cassidy S. Exploring individual differences as determining factors in student academic achievement in higher education. Studies in Higher Education, 2012;37(7):793-810.
Chen SY, Macredie R. Web-based interaction: a review of three important human factors. Int J Inf Manage, 2010;30(5):379-387.
Brusilovsky P. User Modeling and User-Adapted Interaction. the Netherlands: Kluwer Academic Publishers; 2001.
Newman A, Stokes P, Bryant G. Learning to adapt 2.0: the evolution of adaptive learning in higher education. Tyton Partners white paper, 2016.
Papanikolaou KA, Grigoriadou M, Kornilakis H, Magoulas GD. Personalizing the Interaction in a Web-based Educational Hypermedia System: the case of INSPIRE. User Model User-adapt Interact, 2003;13(3):213-267.
Yang T-C, Hwang G-J, Yang S.-H. Development of an adaptive learning system with multiple perspectives based on students' learning styles and cognitive styles. J Educ Technol Soc, 2013;16(4):185.
Newman A, Stokes P, Bryant G. Learning to adapt: A case for accelerating adaptive learning in higher education. Tyton Partners white paper, 2013.
Vandewaetere M, Desmet P, Clarebout G. The contribution of learner characteristics in the development of computer-based adaptive learning environments. Comput Human Behav, 2011;27(1):118-130.
Aleven V, McLaughlin EA, Glenn RA, Koedinger KR. Instruction based on adaptive learning technologies. Handbook of Research on Learning and Instruction. Routledge, 2016.
Stoyanov S, Kirchner P. Expert concept mapping method for defining the characteristics of adaptive e-learning: ALFANET project case. Educ Technol Res Dev, 2004;52(2):41-54.
Nakic J, Granic A, Glavinic V. Anatomy of student models in adaptive learning systems: a systematic literature review of individual differences from 2001 to 2013. J Educ Comput Res, 2015;51(4):459-489.
Kellman PJ. Adaptive and perceptual learning technologies in medical education and training. Mil Med, 2013;178(suppl_10):98-106. PMID:24084310.
Roels P, Van Roosmalen G, Van Soom C. Adaptive feedback and student behaviour in computer-assisted instruction. Med Educ, 2010;44(12):1185-1193. PMID:21070344.
Fontaine G, Cossette S, Maheu-Cadotte MA, et al. Efficacy of adaptive e-learning for health professionals and students: a systematic review and meta-analysis. BMJ open, 2019;9(8):e025252. PMID:31467045.
Suebnukarn S. Intelligent tutoring system for clinical reasoning skill acquisition in dental students. J Dent Educ, 2009;73(10):1178-1186. PMID:19805782.
Dziuban CD, Moskal PD, Cassisi J, Fawcett A. Adaptive learning in psychology: wayfinding in the digital age. Online Learn, 2016;20(3):74-96.
Howlin C, Lynch D. A framework for the delivery of personalized adaptive content. in 2014 International Conference on Web and Open Access to Learning (ICWOAL). IEEE; 2014.
Howlin C. The RealizeIT System. 2013.
Howlin C, Lynch D. Learning and academic analytics in the Realizeit system. in E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education. Association for the Advancement of Computing in Education (AACE); 2014.
Krasne S, Hillman JD, Kellman PJ, Drake TA. Applying perceptual and adaptive learning techniques for teaching introductory histopathology. J Pathol Inform, 2013;4:34. PMID:24524000.
Liu M, McKelroy E, Corliss SB, Carrigan J. Investigating the effect of an adaptive learning intervention on students’ learning. Education Tech Research Dev, 2017;65(6):1605-1625.
Burkiewicz J, Fjortoft N. Effect of a review course on perceived barriers to success on pharmacy licensure examinations. Am J Pharm Educ, 2002;103:31.
Freeman MK, Schrimsher RH, Kendrach MG. Student perceptions of online lectures and WebCT in an introductory drug information course. Am J Pharm Educ, 2006;70(6):126. PMID:17332852.
Gadbury-Amyot CC, Austin KS, Overman PR. Development and implementation of online national board dental examination review courses. J Dent Educ, 2013;77(12):1556-1565. PMID:24319127.
Wright EF, Henzi D. Preparation course for Part I of the national dental boards: lessons learned. J Dent Educ, 2007;71(6):785-796. PMID:17554096.
Foshee CM, Elliott SN, Atkinson RK. Technology-enhanced learning in college mathematics remediation. Br J Educ Technol, 2016;47(5):893-905.
Kelly D. Adaptive versus learner control in a multiple intelligence learning environment. J Educ Multimed Hypermedia, 2008;17(3):307-336.
Kong SC, Chan T-W, Griffin P, et al. E-learning in school education in the coming 10 years for developing 21st century skills: Critical research issues and policy implications. J Educ Technol Soc, 2014;17(1):70-78.
Lovett M, Meyer O, Thille C. JIME-The open learning initiative: Measuring the effectiveness of the OLI statistics course in accelerating student learning. J Interac Media Educ, 2008;2008(1).
Simon-Campbell L, Phelan J. Effectiveness of an adaptive quizzing system as an institutional-wide strategy to improve student learning and retention. Nurse Educ, 2016;41(5):246-251. PMID:26963035.
Wong V, Smith AJ, Hawkins NJ, et al., Adaptive tutorials versus web-based resources in radiology: a mixed methods comparison of efficacy and student engagement. Acad Radiol, 2015;22(10):1299-1307. PMID:26292916.
Kerfoot BP. Adaptive spaced education improves learning efficiency: a randomized controlled trial. J Urol, 2010;183(2):678-681. PMID:20022032.
Romero C, Ventura S, Gibaja EL, Hervás C, Romero F. Web-based adaptive training simulator system for cardiac life support. Artif Intell Med, 2006;38(1):67-78. PMID:16600579.
Van Es SL, Kumar RK, Pryor WM, Salisbury EL, Velan GM. Cytopathology whole slide images and adaptive tutorials for postgraduate pathology trainees: a randomized crossover trial. Hum Pathol, 2015;46(9):1297-1305. PMID:26093936.
McGaghie WC. Mastery learning: it is time for medical education to join the 21st century. Acad Med, 2015;90(11):1438-1441. PMID:26375269.
McGaghie WC, Issenberg SB, Cohen ER, Barsuk JH, Wayne DB. Medical education featuring mastery learning with deliberate practice can lead to better health for individuals and populations. Acad Med, 2011;86(11):e8-e9. PMID:22030671.
Wauters K, Desmet P, Van Den NoortgateW. Adaptive item-based learning environments based on the item response theory: possibilities and challenges. J Comput Assist Learn, 2010;26(6):549-562.
Fritz JL. Using Analytics to Encourage Student Responsibility for Learning and Identify Course Designs That Help. Baltimore County: University of Maryland; 2016.
Johnson C, Zone E. Achieving a scaled implementation of adaptive learning through faculty engagement: a case study. Current Issues in Emerging eLearning, 2018;5(1):7.
Johnson D, Samora D. The potential transformation of higher education through computer-based adaptive learning systems. Glob Educ J, 2016;2016(1).
Murray MC, Pérez J. Informing and performing: a study comparingadaptive learning to traditional learning. Informing Sci, 2015;18:111.
Pascarella ET, Terenzini PT. How College Affects Students: A Third Decade of Research (Vol. 2). San Francisco: Jossey-Bass; 2005.
Liu SY, Gomez J, Yen C-J. Community college online course retention and final grade: predictability of social presence. J Interactive Online Learn, 2009;8(2).
Morris LV, Wu S-S, Finnegan CL. Predicting retention in online general education courses. Am J Distance Educ, 2005;19(1):23-36.
Hawley N, Johnson D, Packer K, Ditmyer M, Kingsley K. Dental students’ preparation and study habits for the national board dental examination part I. J Dent Educ, 2009;73(11):1274-1278. PMID:19910476.
فهرسة مساهمة: Keywords: computer-assisted instruction; curriculum innovation; educational technology; flipped classroom; teaching effectiveness
تواريخ الأحداث: Date Created: 20200724 Date Completed: 20201208 Latest Revision: 20201214
رمز التحديث: 20221213
DOI: 10.1002/jdd.12312
PMID: 32702776
قاعدة البيانات: MEDLINE
الوصف
تدمد:1930-7837
DOI:10.1002/jdd.12312