Effects of Web-based Cognitive Apprenticeship and Time Management on the Development of Computing Skills in Cloud Classroom: A Quasi-Experimental Approach

Web-based learning is generally a solitary process without teachers' on-the-spot assistance. In this study, a quasi-experiment was conducted to explore the effects of various combinations of Web-Based Cognitive Apprenticeship WBCA and Time Management TM on the development of students' computing skills. Three class cohorts of 124 freshmen in a one-semester course titled 'Applied Information Technology: Data Processing' were chosen for the empirical study. They were divided into three groups: two experimental groups G1, n=42; G2, n=40 and one control group G3, n=42. The goal of this research is to examine the effects of WBCA, TM, and their combination on undergraduates' learning, and further develop appropriate course design and online teaching methods for both teachers and schools. The results show that students who received WBCA and TM had higher grades than those without. The authors further discuss the implications of the findings and results for online teachers and scholars.

[1]  Tzu-Chien Liu,et al.  Web-based Cognitive Apprenticeship Model for Improving Pre-service Teachers\u2019 Performances and Attitudes towards Instructional Planning: Design and Field Experiment , 2005, J. Educ. Technol. Soc..

[2]  D. Moore,et al.  Information competency instruction in a two‐year college: one size does not fit all , 2002 .

[3]  M. Lundeberg,et al.  Supporting Science Teachers in Alignment with State Curriculum Standards through Professional Development: Teachers’ Preparedness, Expectations and Their Fulfillment , 2011 .

[4]  Christopher R. Bollinger,et al.  Labor Market Return to Computer Skills: Using Microsoft Certification to Measure Computer Skills , 2011 .

[5]  Juline E. Mills,et al.  Exploring the Creation of Learner-Centered E-Training Environments Among Retail Workers: A Model Development Perspective , 2011, Cyberpsychology Behav. Soc. Netw..

[6]  Pei-Di Shen,et al.  Enhancing Skills of Application Software via Web-Enabled Problem-Based Learning and Self-Regulated Learning: An Exploratory Study , 2008, Int. J. Distance Educ. Technol..

[7]  Heinz Mandl,et al.  Conceptual and socio-cognitive support for collaborative learning in videoconferencing environments , 2006, Comput. Educ..

[8]  Douglas Kauffman Self-Regulated Learning in Web-Based Environments: Instructional Tools Designed to Facilitate Cognitive Strategy Use, Metacognitive Processing, and Motivational Beliefs , 2004 .

[9]  Tzu-Chien Liu,et al.  Supporting Teachers in Identifying Students' Learning Styles in Learning Management Systems: An Automatic Student Modelling Approach , 2009, J. Educ. Technol. Soc..

[10]  Chia-Wen Tsai Do students need teacher's initiation in online collaborative learning? , 2010, Comput. Educ..

[11]  Deborah Miller,et al.  Engaging college science students and changing academic achievement with technology: A quasi-experimental preliminary investigation , 2009, Comput. Educ..

[12]  R. Roe,et al.  A review of the time management literature , 2007 .

[13]  Kathleen Snyder,et al.  Cognitive Apprenticeship as a Framework for Teaching Online , 2010 .

[14]  M. E. Menon,et al.  Students’ expectations about earnings and employment and the experience of recent university graduates: Evidence from Cyprus , 2012 .

[15]  Victoria A. Fratto,et al.  The Impact of an Online Homework Management System on Student Performance and Course Satisfaction in Introductory Financial Accounting , 2016, Int. J. Inf. Commun. Technol. Educ..

[16]  Gwo-Jen Hwang,et al.  A Cognitive Apprenticeship Approach to Facilitating Web-based Collaborative Problem Solving , 2012, J. Educ. Technol. Soc..

[17]  Chia-Wen Tsai,et al.  Exploring the Effects of Web-Enabled Problem-Based Learning and Self-Regulated Learning on Vocational Students’ Involvement in Learning , 2008 .

[18]  D L Duncan,et al.  COGNITIVE APPRENTICESHIP IN CLASSROOM INSTRUCTION: IMPLICATIONS FOR INDUSTRIAL AND TECHNOLOGICAL TEACHER EDUCATION , 1996 .

[19]  E. Jansen,et al.  ‘It’s almost a mindset that teachers need to change’: first‐year students’ need to be inducted into time management , 2010 .

[20]  J. Borrego,et al.  Using Interactive Computer Technology to Enhance Learning , 2006 .

[21]  E. Dunning,et al.  Sport and leisure in the civilizing process : critique and counter-critique , 1994 .

[22]  Pei-Di Shen,et al.  Enhancing Computing Skills of Low-Achieving Students via E-Learning: A Design Experiment of Web-Based, Problem-Based Learning and Self-Regulated Learning , 2008, Cyberpsychology Behav. Soc. Netw..

[23]  Gwo-Jen Hwang,et al.  A context-aware ubiquitous learning environment for conducting complex science experiments , 2009, Comput. Educ..

[24]  C. Chiang Toward a universal higher education system: a case study of Taiwan , 2013 .

[25]  James A. Farmer,et al.  Cognitive Apprenticeship Approach to Helping Adults Learn. , 1993 .

[26]  Tammy Schellens,et al.  Fostering knowledge construction in university students through asynchronous discussion groups , 2006, Comput. Educ..

[27]  B. K. Britton,et al.  Effects of Time-Management Practices on College Grades , 1991 .

[28]  Huiling Ding,et al.  The Use of Cognitive and Social Apprenticeship to Teach a Disciplinary Genre Initiation of Graduate Students Into NIH Grant Writing , 2008 .

[29]  Pei-Di Shen,et al.  Applying web-enabled self-regulated learning and problem-based learning with initiation to involve low-achieving students in learning , 2009, Comput. Hum. Behav..

[30]  Shinyi Lin,et al.  Autonomy of participation and ICT literacy in a self-directed learning environment (SDLE) , 2013 .

[31]  B. Zimmerman A social cognitive view of self-regulated academic learning. , 1989 .

[32]  Jui-Lin Lai,et al.  How technological and vocational education can prosper in the 21st century , 2003 .

[33]  T. Huan,et al.  Free Time Management Contributes to Better Quality of Life: A Study of Undergraduate Students in Taiwan , 2011 .

[34]  Geert Kelchtermans,et al.  Sense-making and structure in teachers’ reception of educational reform. A case study on statistics in the mathematics curriculum , 2013 .

[35]  Manoli Pifarré,et al.  Improving Information Problem Solving skills in Secondary Education through embedded instruction , 2012, Comput. Hum. Behav..

[36]  Fred Luthans,et al.  Experimental Analysis of a Web-Based Training Intervention to Develop Positive Psychological Capital , 2008 .

[37]  Wolfram Schulz,et al.  International Computer and Information Literacy Study: ICILS 2013: Technical Report , 2015 .

[38]  Michele D. Dickey Integrating cognitive apprenticeship methods in a Web-based educational technology course for P-12 teacher education , 2008, Comput. Educ..

[39]  Anas Aloudat,et al.  Factors Influencing Citizen Adoption of E-Government in Developing Countries: The Case of Jordan , 2013, Int. J. Technol. Hum. Interact..

[40]  Marina Papastergiou,et al.  Digital Game-Based Learning in high school Computer Science education: Impact on educational effectiveness and student motivation , 2009, Comput. Educ..

[41]  Jungkwon Lee,et al.  Students’ perception of medical school stress and their evaluation of a wellness elective , 2001, Medical education.

[42]  Shlomo Waks,et al.  Technology Project Learning Versus Lab Experimentation , 2004 .

[43]  Chia-Wen Tsai Facilitating Students to Earn Computing Certificates via Blended Learning in Online Problem-Solving Environment: A Cross-Course-Orientation Comparison , 2010, Int. J. Inf. Commun. Technol. Educ..

[44]  Mantz Yorke,et al.  The first-year experience in higher education in the UK:Report on Phase 1 of a project funded by the Higher Education Academy , 2007 .

[45]  Peter Sørensen,et al.  The Use of the Internet in Science Teaching: A longitudinal study of developments in use by student‐teachers in England , 2007 .

[46]  Fred A. J. Korthagen,et al.  Linking Theory and Practice: Changing the Pedagogy of Teacher Education , 1999 .

[47]  Jacqueline F. Rowser Do African American Students' Perceptions Of Their Needs Have Implications For Retention? , 1997 .

[48]  The New Vocationalism: Community Economic Development. , 1996 .

[49]  Jyh-Chong Liang,et al.  University students' online information searching strategies in different search contexts , 2012 .

[50]  Chin-Chung Tsai,et al.  Investigating university student preferences and beliefs about learning in the web-based context , 2008, Comput. Educ..

[51]  Pei-Di Shen,et al.  Applying Web-Enabled Problem-Based Learning and Self-Regulated Learning to Enhance Computing Skills of Taiwan's Vocational Students: A Quasi-Experimental Study of a Short-Term Module. , 2007 .

[52]  Barry C. Gribbons,et al.  True and Quasi-Experimental Designs , 1996 .

[53]  D. Schunk Self-Regulated Learning: The Educational Legacy of Paul R. Pintrich , 2005 .