The quality of experimental designs in mobile learning research: A systemic review and self-improvement tool

Educational Research Review - Tập 28 - Trang 100279 - 2019
Yao-Ting Sung1, Han-Yueh Lee2, Je-Ming Yang2, Kuo-En Chang3
1Chinese Language and Technology Center, National Taiwan Normal University, Taipei, Taiwan
2Department of Educational Psychology and Counseling, National Taiwan Normal University, Taipei, Taiwan
3Institute for Research Excellence in Learning Sciences, National Taiwan Normal University, Taipei, Taiwan

Tài liệu tham khảo

Ahmed, 2013, Abductive science inquiry using mobile devices in the classroom, Computers & Education, 63, 62, 10.1016/j.compedu.2012.11.017 American Psychological Association, 2013 Aron, 1999 Aron, 2012 Asabere, 2012, The necessity and relevance of mobile computer-supported collaborative learning (mCSCL): A review, International Journal of Science and Technology, 2, 413 Barron, 2014, Debating curricular strategies for teaching statistics and research methods: What does the current evidence suggest?, Teaching of Psychology, 41, 187, 10.1177/0098628314537967 Baydas, 2015, Educational technology research trends from 2002 to 2014, Scientometrics, 105, 709, 10.1007/s11192-015-1693-4 Bhagat, 2018, To use augmented reality or not in formative assessment: A comparative study, Interactive Learning Environments Bloom, 1999, Using cluster random assignment to measure program impacts: Statistical implications for the evaluation of education programs, Evaluation Review, 23, 445, 10.1177/0193841X9902300405 Boeker, 2013, Game-based e-learning is more effective than a conventional instructional method: A randomized controlled trial with third-year medical students, PLoS One, 8, 10.1371/journal.pone.0082328 Boland, 2017 Borman, 2009, The use of randomized trials to inform education policy, 129 Boruch, 1997 Boruch, 2017, Randomized controlled trials, 15 Burkhardt, 2003, Improving educational research: Toward a more useful, more influential, and better-funded enterprise, Educational Researcher, 32, 3, 10.3102/0013189X032009003 Burston, 2015, Twenty years of MALL project implementation: A meta-analysis of learning outcomes, ReCALL, 27, 4, 10.1017/S0958344014000159 Campbell, 1963 Campbell, 1966 Cascio, 2017, Using critical thinking drills to teach and assess proficiency in methodological and statistical thinking, Teaching of Psychology, 44, 250, 10.1177/0098628317712753 Chambless, 2001, Empirically supported psychological interventions: Controversies and evidence, Annual Review of Psychology, 52, 685, 10.1146/annurev.psych.52.1.685 Chang, 2018, Trends and research issues of mobile learning studies in nursing education: A review of academic publications from 1971 to 2016, Computers & Education, 116, 28, 10.1016/j.compedu.2017.09.001 Chang, 2016, Using mobile devices to enhance the interactive learning for spatial geometry, Interactive Learning Environments, 24, 916, 10.1080/10494820.2014.948458 Chao, 2016, Integration of mobile AR technology in performance assessment, Journal of Educational Technology & Society, 19, 239 Chen, 2008, Effects of short-term memory and content representation type on mobile language learning, Language, Learning and Technology, 12, 93 Cheung, 2012, How features of educational technology applications affect student reading outcomes: A meta-analysis, Educational Research Review, 7, 198, 10.1016/j.edurev.2012.05.002 Cheung, 2013, The effectiveness of educational technology applications for enhancing mathematics achievement in K-12 classrooms: A meta-analysis, Educational Research Review, 9, 88, 10.1016/j.edurev.2013.01.001 Chinnery, 2006, Emerging technologies going to the MALL: Mobile assisted language learning, Language, Learning and Technology, 10, 9 Choi, 2015, Comparative analysis of the use of mobile microblogging and non-mobile online message board for group collaboration, International Journal of Electronic Commerce, 19, 112, 10.1080/10864415.2015.1029360 Coe Cohen, 1988 Cohen, 1992, A power primer, Psychological Bulletin, 112, 155, 10.1037/0033-2909.112.1.155 Cohen, 1994, The earth is round (p<.05), American Psychologist, 49, 997, 10.1037/0003-066X.49.12.997 Collins, 2007, Teaching evidence‐based practice: Implications for psychology, Journal of Clinical Psychology, 63, 657, 10.1002/jclp.20378 Connolly, 2018, The trials of evidence-based practice in education: A systematic review of randomised controlled trials in education research 1980-2016, Educational Research, 60, 276, 10.1080/00131881.2018.1493353 Connor, 2019, Building word knowledge, learning strategies, and metacognition with the Word-Knowledge e-Book, Computers & Education, 128, 284, 10.1016/j.compedu.2018.09.016 Cook, 2000, Toward a practical theory of external validity, Vol. 1, 3 Cook, 2015, CEC's standards for classifying the evidence base of practices in special education, Remedial and Special Education, 36, 220, 10.1177/0741932514557271 Crompton, 2017, The use of mobile learning in PK-12 education: A systematic review, Computers & Education, 110, 51, 10.1016/j.compedu.2017.03.013 Dashtestani, 2016, Moving bravely towards mobile learning: Iranian students' use of mobile devices for learning English as a foreign language, Computer Assisted Language Learning, 29, 815, 10.1080/09588221.2015.1069360 Duman, 2015, Research trends in mobile assisted language learning from 2000 to 2012, ReCALL, 27, 197, 10.1017/S0958344014000287 D'Agostino, 2005, Measuring learning outcomes: Reliability and validity issues, 113 Evans, 2008, The effectiveness of m-learning in the form of podcast revision lectures in higher education, Computers & Education, 50, 491, 10.1016/j.compedu.2007.09.016 Faul, 2009, Statistical power analyses using G* Power 3.1: Tests for correlation and regression analyses, Behavior Research Methods, 41, 1149, 10.3758/BRM.41.4.1149 Faul, 2007, G*Power 3: A flexible statistical power analysis program for the social, behavioral, and biomedical sciences, Behavior Research Methods, 39, 175, 10.3758/BF03193146 Flanigan, 2018, What college instructors can do about student cyber-slacking, Educational Psychology Review, 30, 585, 10.1007/s10648-017-9418-2 Fleischer, 2012, What is our current understanding of one-to-one computer projects: A systematic narrative research review, Educational Research Review, 7, 107, 10.1016/j.edurev.2011.11.004 Fraenkel, 2011 Gao, 2016, Effects of mode of target task selection on learning about plants in a mobile learning environment: Effortful manual selection versus effortless QR-code selection, Journal of Educational Psychology, 108, 694, 10.1037/edu0000080 Garcia-Cabot, 2015, An empirical study on m-learning adaptation: Learning performance and learning contexts, Computers & Education, 82, 450, 10.1016/j.compedu.2014.12.007 Gebru, 2012, Effect of clickers versus online homework on students' long-term retention of general chemistry course material, Chemistry Education: Research and Practice, 13, 325 Gentry, 2008, PDAs as cognitive aids for people with multiple sclerosis, American Journal of Occupational Therapy, 62, 18, 10.5014/ajot.62.1.18 Glass, 1972, Consequences of failure to meet assumptions underlying the fixed effects analyses of variance and covariance, Review of Educational Research, 42, 237, 10.3102/00346543042003237 Gresham, 2004, Social skills training for children and youth with emotional and behavioral disorders: Validity considerations and future directions, Behavioral Disorders, 30, 32, 10.1177/019874290403000101 Higgins, 2011 Hirsh-Pasek, 2018, Living in pasteur's quadrant: How conversational duets spark language at home and in the community, Discourse Processes, 55, 338, 10.1080/0163853X.2018.1442114 Hong, 2017, An exploration of students’ science learning interest related to their cognitive anxiety, cognitive load, self-confidence and learning progress using inquiry-based learning with an iPad, Research in Science Education, 47, 1193, 10.1007/s11165-016-9541-y Howell, 2002 Hsu, 2013, Mobile computer-supported collaborative learning: A review of experimental research, British Journal of Educational Technology, 44, E111, 10.1111/bjet.12002 Hsu, 2017, Effects of a structured resource-based web issue-quest approach on students' learning performances in computer programming courses, Journal of Educational Technology & Society, 20, 82 Huang, 2017, Mobile game-based learning with a mobile App: Motivational effects and learning performance, Journal of Advanced Computational Intelligence and Intelligent Informatics, 21, 963, 10.20965/jaciii.2017.p0963 Huck, 2008 Hwang, 2011, Research trends in mobile and ubiquitous learning: A review of publications in selected journals from 2001 to 2010, British Journal of Educational Technology, 42, E65, 10.1111/j.1467-8535.2011.01183.x Jimenez-Buedo, 2010, Why a trade-off? The relationship between the external and internal validity of experiments, Theoria, 25, 301, 10.1387/theoria.779 Jonsson, 2007, The use of scoring rubrics: Reliability, validity and educational consequences, Educational Research Review, 2, 130, 10.1016/j.edurev.2007.05.002 Juni, 2001, Assessing the quality of controlled clinical trials, BMJ, 323, 42, 10.1136/bmj.323.7303.42 Karaman, 2011, Effects of audience response systems on student achievement and long-term retention, Social Behavior and Personality, 39, 1431, 10.2224/sbp.2011.39.10.1431 Kirk, 1995 Kirk, 1996, Practical significance: A concept whose time has come, Educational and Psychological Measurement, 56, 746, 10.1177/0013164496056005002 Klopfer, 2002, Environmental detectives: PDAs as a window into a virtual simulated world, 95 LaCosse, 2017, An active-learning approach to fostering understanding of research methods in large classes, Teaching of Psychology, 44, 117, 10.1177/0098628317692614 Lakens, 2013, Calculating and reporting effect sizes to facilitate cumulative science: A practical primer for t-tests and ANOVAs, Frontiers in Psychology, 4, 863, 10.3389/fpsyg.2013.00863 Lan, 2016, Mobile seamless technology enhanced CSL oral communication, Journal of Educational Technology & Society, 19, 335 Levin, 2004, Random thoughts on the (in) credibility of educational-psychological intervention research, Educational Psychologist, 39, 173, 10.1207/s15326985ep3903_3 Lin, 2014, Learning English reading in a mobile-assisted extensive reading program, Computers & Education, 78, 48, 10.1016/j.compedu.2014.05.004 Lin, 2017, Effects of spell checkers on English as a second language students' incidental spelling learning: A cognitive load perspective, Reading and Writing, 30, 1501, 10.1007/s11145-017-9734-4 Lin, 2019, Chinese undergraduate students' perceptions of mobile learning: Conceptions, learning profiles, and approaches, Journal of Computer Assisted Learning, 10.1111/jcal.12333 Lin, 2016, The effects of mobile learning on students' oral performance in Mandarin Chinese and their attitudes, International Journal of Mobile Learning and Organisation, 10, 78, 10.1504/IJMLO.2016.076191 Liou, 2016, Beyond the flipped classroom: A highly interactive cloud-classroom (HIC) embedded into basic materials science courses, Journal of Science Education and Technology, 25, 460, 10.1007/s10956-016-9606-8 Lipsey, 1993, The efficacy of psychological, educational, and behavioral treatment: Confirmation from meta-analysis, American Psychologist, 48, 1181, 10.1037/0003-066X.48.12.1181 Liu, 2016, Identifying learning features and models for context-aware ubiquitous learning with phenomenological research method, International Journal of Mobile Learning and Organisation, 10, 238, 10.1504/IJMLO.2016.079501 Liu, 2019, The modality effect in a mobile learning environment: Learning from spoken text and real objects, British Journal of Educational Technology, 50, 574, 10.1111/bjet.12605 Liu, 2009, Outdoor natural science learning with an RFID-supported immersive ubiquitous learning environment, Journal of Educational Technology & Society, 12, 161 Malouf, 2016, Anatomy of an evidence base, Educational Researcher, 45, 454, 10.3102/0013189X16678417 Mayer, 2005, The failure of educational research to impact educational practice: Six obstacles to educational reform, 67 Moher, 2001, The CONSORT statement: Revised recommendations for improving the quality of reports of parallel-group randomised trials, Lancet, 357, 1191, 10.1016/S0140-6736(00)04337-3 Morris, 2012, Can a tablet device alter undergraduate science students' study behavior and use of technology?, Advances in Physiology Education, 36, 97, 10.1152/advan.00104.2011 National Research Council, 2002 Pagano, 2007 Patchan, 2016, Using tablet computers to teach preschool children to write letters: Exploring the impact of extrinsic and intrinsic feedback, Computers & Education, 102, 128, 10.1016/j.compedu.2016.07.007 Paule-Ruiz, 2017, Music learning in preschool with mobile devices, Behaviour & Information Technology, 36, 95 Pimmer, 2016, Mobile and ubiquitous learning in higher education settings. A systematic review of empirical studies, Computers in Human Behavior, 63, 490, 10.1016/j.chb.2016.05.057 Raudenbush, 1997, Statistical analysis and optimal design for cluster randomized trials, Psychological Methods, 2, 173, 10.1037/1082-989X.2.2.173 Raudenbush, 2002, Vol. 1 Roschelle, 2010, Scaffolding group explanation and feedback with handheld technology: Impact on students' mathematics learning, Educational Technology Research & Development, 58, 399, 10.1007/s11423-009-9142-9 Sana, 2013, Laptop multitasking hinders classroom learning for both users and nearby peers, Computers & Education, 62, 24, 10.1016/j.compedu.2012.10.003 Sandberg, 2011, Mobile English learning: An evidence-based study with fifth graders, Computers & Education, 57, 1334, 10.1016/j.compedu.2011.01.015 Schraw, 2008, A need for quality research in e-learning, 1 Shadish, 2002 Sharples, 2000, The design of personal mobile technologies for lifelong learning, Computers & Education, 34, 177, 10.1016/S0360-1315(99)00044-5 Shih, 2011, An investigation of attitudes of students and teachers about participating in a context-aware ubiquitous learning activity, British Journal of Educational Technology, 42, 373, 10.1111/j.1467-8535.2009.01020.x Slavin, 2002, Evidence-based education policies: Transforming educational practice and research, Educational Researcher, 31, 15, 10.3102/0013189X031007015 Slavin, 2003, A researcher's guide to scientifically based research, Educational Leadership, 60, 12 Song, 2014, Methodological issues in mobile computer-supported collaborative learning (mCSCL): What methods, what to measure and when to measure?, Educational Technology & Society, 17, 33 Song, 2010, Critical issues and common pitfalls in designing and conducting impact studies in education: Lessons learned from the what works clearinghouse (phase I), Educational Evaluation and Policy Analysis, 32, 351, 10.3102/0162373710373389 Stoloff, 2004, Seven goals for effective program assessment, 29 Stone, 2003, Editorial: Modification to “instructions to authors”, Health Psychology, 22, 331, 10.1037/0278-6133.22.4.331 Suárez, 2018, A review of the types of mobile activities in mobile inquiry-based learning, Computers & Education, 118, 38, 10.1016/j.compedu.2017.11.004 Sung, 2010, Designing an electronic guidebook for learning engagement in a museum of history, Computers in Human Behavior, 26, 74, 10.1016/j.chb.2009.08.004 Sung, 2016, The effects of integrating mobile devices with teaching and learning on students' learning performance: A meta-analysis and research synthesis, Computers & Education, 94, 252, 10.1016/j.compedu.2015.11.008 Sung, 2015, How effective are mobile devices for language learning? A meta-analysis, Educational research review, 16, 68, 10.1016/j.edurev.2015.09.001 Sung, 2017, The effects of mobile-computer-supported collaborative learning: Meta-analysis and critical synthesis, Review of Educational Research, 87, 768, 10.3102/0034654317704307 Tabachnick, 2007 Tamim, 2011, What forty years of research says about the impact of technology on learning: A second-order meta-analysis and validation study, Review of Educational Research, 81, 4, 10.3102/0034654310393361 Tezer, 2018, The impact of using mobile-supported learning management systems in teaching web design on the academic success of students and their opinions on the course, Interactive Learning Environments, 26, 402, 10.1080/10494820.2017.1337037 Tsai, 2019, Preservice teachers' conceptions of teaching using mobile devices and the quality of technology integration in lesson plans, British Journal of Educational Technology, 50, 614, 10.1111/bjet.12613 Tu, 2018 Turkle, 2017 Valentine, 2008, A systematic and transparent approach for assessing the methodological quality of intervention effectiveness research: The study design and implementation assessment device (Study DIAD), Psychological Methods, 13, 130, 10.1037/1082-989X.13.2.130 Wang, 2011, Application of context-aware and personalized recommendation to implement an adaptive ubiquitous learning system, Expert Systems with Applications, 38, 10831, 10.1016/j.eswa.2011.02.083 What Works Clearinghouse, 2014 What Works Clearinghouse, 2017 Wong, 2011, What seams do we remove in mobile assisted seamless learning? A critical review of the literature, Computers & Education, 57, 2364, 10.1016/j.compedu.2011.06.007 Yang, 2013, The effectiveness of automatic text summarization in mobile learning contexts, Computers & Education, 68, 233, 10.1016/j.compedu.2013.05.012 Yen, 2012, The effects of image-based concept mapping on the learning outcomes and cognitive processes of mobile learners, British Journal of Educational Technology, 43, 307, 10.1111/j.1467-8535.2011.01189.x Yu, 2016, Academic achievements and satisfaction of the clicker-aided flipped business English writing class, Journal of Educational Technology & Society, 19, 298 Zheng, 2013, Digital writing and diversity: The effects of school laptop programs on literacy processes and outcomes, Journal of Educational Computing Research, 48, 267, 10.2190/EC.48.3.a Zheng, 2016, Learning in one-to-one laptop environments: A meta-analysis and research synthesis, Review of Educational Research, 86, 1052, 10.3102/0034654316628645 Zheng, 2016, Exploring the behavioral patterns of co-regulation in mobile computer-supported collaborative learning, Smart Learning Environments, 3, 1, 10.1186/s40561-016-0024-4 Zurita, 2004, Computer supported collaborative learning using wirelessly interconnected handheld computers, Computers & Education, 42, 289, 10.1016/j.compedu.2003.08.005