Linking thinking: self-directed learning in the digital age

This report examines the effect of information and communication technologies (ICTs), i.e. global networks of computers and other associated digital devices, in the fields of education and training, particularly on the self-directed learning of adults. It analyses the six major conditions that must be met so that people can participate in the digital world and presents a six-part model of online learning. The study comprises four parts. Part one, 'Setting the scene', provides contextual background by discussing the dual themes of the digital revolution and self-directed learning. The study is framed by these two overarching themes and by the interplay and interaction between them. Part two, 'The context for digital engagement', discusses the six preconditions for participation in the digital environment, which are connectivity, competence, content, i.e. ensuring affordable access to quality digital resources, credibility and confidentiality, capturing information, and collaboration. The author argues that these six 'threshold issues' are cumulative, with each one providing the context for those that follow it in sequence. Part three, 'Self-directed learning in the digital environment', presents the model of online learning, comprising six components: engaging with online learning; locating information and resources; evaluating the quality of digital resources; assimilating information; reconceptualising understandings; and networking. This section concludes with a look at the support that may be provided to self-directed learners in each of these various elements of the online learning process. Part four, 'Bookmarks, viruses and dungeons: mixing metaphors on the electronic frontier', looks again at the dual themes of self-directed learning and the digital revolution, and places them into the context of discourses about lifelong learning and the development of a 'learning society' more generally.

[1]  M. Ropp,et al.  A New Approach to Supporting Reflective, Self-Regulated , 1998 .

[2]  Jack M. Wilson Distance Learning for Continuing Education. , 1997 .

[3]  Christoph Hölscher,et al.  Web search behavior of Internet experts and newbies , 2000, Comput. Networks.

[4]  Martin Bergman,et al.  The deep web:surfacing the hidden value , 2000 .

[5]  Christine H. Jazwinski Gender Identities on the World Wide Web , 2001 .

[6]  Mark Fischetti,et al.  Weaving the web - the original design and ultimate destiny of the World Wide Web by its inventor , 1999 .

[7]  Donald A. Schön,et al.  Technology and Change; the New Heraclitus , 1967 .

[8]  Steve Morgan Information Landscapes for a Learning Society: Networking and the Future of Libraries 3 , 2000 .

[9]  Peter B. Vaill,et al.  Learning as a way of being : strategies for survival in a world of permanent white water , 1996 .

[10]  A. Jones,et al.  Student Orientations to Independent Learning , 1996 .

[11]  David Gauntlett,et al.  Web. Studies: Rewiring Media Studies for the Digital Age , 2000 .

[12]  J. Field,et al.  On ‘The Myth of the Learning Society’ , 1997 .

[13]  Maureen S. Battistella,et al.  Connections: New Ways of Working in the Networked Organization , 1991 .

[14]  Mark S. Ackerman,et al.  Providing Social Interaction in the Digital Library , 1998 .

[15]  Connie M. Moss Professional Learning on the Cyber Sea: What Is the Point of Contact? , 2000, Cyberpsychology Behav. Soc. Netw..

[16]  Lynne Schrum,et al.  Groupware for Collaborative Learning: A Research Perspective on Processes, Opportunities, and Obstacles , 1996, J. Univers. Comput. Sci..

[17]  Brian McKenna,et al.  Virtual Community , 1998, Online Inf. Rev..

[18]  Terry Anderson,et al.  Networked learning : the pedagogy of the internet , 1998 .

[19]  John Carlos Rowe Cybercowboys on the New Frontier: Freedom, Nationalism, and Imperialism in the Postmodern Era , 1996, Inf. Soc..

[20]  Oleg Liber Colloquia – a conversation manager , 2000 .

[21]  Betty Collis Does more technology mean more choice for the learner: Experiences from the TeleScopia Project , 1996 .

[22]  Carol A. Twigg,et al.  The Changing Definition of Learning. , 1994 .

[23]  Diana Laurillard,et al.  Rethinking University Teaching: A Framework for the Effective Use of Educational Technology , 1993 .

[24]  Jon Dron,et al.  From answer garden to answer jungle , 1998 .

[25]  Michael F. Mohageg The Influence of Hypertext Linking Structures on the Efficiency of Information Retrieval , 1992 .

[26]  Martin H. Levinson Data Smog: Surviving the Information Glut , 1998 .

[27]  Douglas Rushkoff,et al.  Children of Chaos: Surviving the End of the World as We Know It , 1997 .

[28]  Great Britain. Library New library : the people's network , 1997 .

[29]  John Stephenson,et al.  Teaching & Learning Online: Pedagogies for New Technologies. , 2001 .

[30]  Jim Taylor,et al.  FIFTH GENERATION DIS TANCE EDUCATION , 2001 .

[31]  Roger Säljö,et al.  Qualitative differences in learning as a function of the learner's conception of the task , 1975 .

[32]  J. Delors Learning: The Treasure within. Report to UNESCO of the International Commission on Education for the twenty-first-Century, Paris UNESCO 1996 , 1996 .

[33]  Valerie L. Talsma Scientific Understandings Revealed by Students’ Computer Models of a Stream: A Trickle or a Flood? , 2000 .

[34]  Maureen Tam,et al.  Constructivism, Instructional Design, and Technology: Implications for Transforming Distance Learning , 2000, J. Educ. Technol. Soc..

[35]  Gustavo Stubrich The Fifth Discipline: The Art and Practice of the Learning Organization , 1993 .

[36]  Jerome S. Bruner,et al.  Contemporary approaches to cognition , 1958 .

[37]  John A. Clarke Cognitive style and Computer-Assisted Learning: problems and a possible solution , 1993 .

[38]  Hubert L. Dreyfus Anonymity versus Commitment: the dangers of education on the Internet , 2002 .

[39]  Tom Standage The Victorian Internet: The Remarkable Story of the Telegraph and the Nineteenth Century's On-line Pioneers , 1998 .

[40]  C. O. Houle,et al.  The inquiring mind : a study of the adult who continues to learn , 1963 .

[41]  Jean McKendree,et al.  "The Vicarious Learned": investigating the benefits of observing peer dialogues , 1997 .

[42]  Robert S. Taylor,et al.  Problem dimensions and information traits , 1984, Inf. Soc..

[43]  B. Huberman,et al.  The Deep Web : Surfacing Hidden Value , 2000 .

[44]  Michele Valerie Cloonan The Preservation of Knowledge , 1993, Libr. Trends.

[45]  Christopher Meyer,et al.  BLUR-The Speed of Change in the Connected Economy , 1998 .

[46]  Larry Cuban,et al.  Computers Meet Classroom: Classroom Wins , 1993, Teachers College Record: The Voice of Scholarship in Education.

[47]  Daniel V. Eastmond Alone but Together: Adult Distance Study through Computer Conferencing , 1995 .

[48]  Ingrid Hsieh-Yee Research on Web Search Behavior. , 2001 .

[49]  James T. Shaw The Invisible Web: Uncovering Information Sources Search Engines Can't See by Chris Sherman and Gary Price: Medford, NJ: Information Today, Inc., 2001. 439 p. $29.95. ISBN 0-910965-51-X , 2002 .

[50]  N. Selwyn,et al.  Switching on the learning society? - questioning the role of technology in widening participation in lifelong learning , 1999 .

[51]  Kevin Oliver,et al.  Methods for Developing Constructivist Learning on the Web. , 2000 .

[52]  Priscilla Norton When technology meets the subject-matter disciplines in education: part two: understanding the computer as discourse , 1992 .

[53]  James E. Pitkow,et al.  Characterizing Browsing Strategies in the World-Wide Web , 1995, Comput. Networks ISDN Syst..

[54]  Pamela McCorduck The Universal Machine: Confessions of a Technological Optimist , 1985 .

[55]  Dale Spender,et al.  Nattering on the Net: Women, Power and Cyberspace , 1996 .

[56]  David Ellis,et al.  Modelling the information seeking patterns of engineers and research scientists in an industrial environment , 1997, J. Documentation.

[57]  C. Hughes,et al.  The myth of the learning society , 1995 .

[58]  Uschi Felix Beyond Babel: Language Learning Online. , 2001 .

[59]  Tom Brignall The New Panopticon: The Internet Viewed as a Structure of Social Control , 2002 .

[60]  Michael J. Jacobson,et al.  Hypertext Learning Environments, Cognitive Flexibility, and the Transfer of Complex Knowledge: an Empirical Investigation Center for the Study of Reading Center for the Study of Reading Hypertext Learning Environments, Cognitive Flexibility, and the Transfer of Complex Knowledge: an Empirical Invest , 2007 .

[61]  Mark Stefik,et al.  Internet Dreams: Archetypes, Myths, and Metaphors , 1997 .

[62]  T. Husén The learning society , 1974 .

[63]  R. McAleese Flexible learning in a digital world – experiences and expectations , 2003 .

[64]  Chris Jones,et al.  Networked Learning: Perspectives and Issues , 2001 .

[65]  Debra M. Amidon Rogers,et al.  The Challenge of Fifth Generation R&D , 1996 .

[66]  G. Lakoff,et al.  Metaphors We Live by , 1981 .

[67]  Peter Johnson-Lenz,et al.  Post-Mechanistic Groupware Primitives: Rhythms, Boundaries and Containers , 1991, Int. J. Man Mach. Stud..

[68]  Michael J. Hannafin,et al.  Learning in Open-Ended Environments: Assumptions, Methods, and Implications. , 1994 .

[69]  William Ross Reader,et al.  Structuring knowledge : the development and evaluation of tools to support learning , 1994 .

[70]  Gary Marchionini,et al.  Interfaces for End-User Information Seeking , 1992, J. Am. Soc. Inf. Sci..

[71]  M. S. Ackerman,et al.  Answer Garden: a tool for growing organizational memory , 2015, COCS '90.

[72]  Lewis J. Perelman School's Out: Hyperlearning, the New Technology, and the End of Education , 1992 .

[73]  Matthew C. Makel,et al.  Growing up digital , 2020, Transformative Digital Humanities.

[74]  Michael R. Simonson,et al.  Development of a Standardized Test of Computer Literacy and a Computer Anxiety Index , 1987 .

[75]  John Seely Brown,et al.  Book Reviews : The Social Life of Information By John Seely Brown and Paul Duguid. Boston: Harvard Business School Press, 2000. 320 pages , 2000 .

[76]  Ruth Garner,et al.  New Voices: The Internet Communication of High School Kids Who (Usually) Won't Write , 1999 .

[77]  Jakob Nielsen,et al.  Homepage Usability: 50 Websites Deconstructed , 2001 .

[78]  S. Turkle Life on the Screen: Identity in the Age of the Internet , 1997 .

[79]  J. Terence Mayes Pedagogy, Lifelong Learning and Ict a Discussion Paper for the Scottish Forum on Lifelong Learning (reproduced with Permission from the Centre for Research in Lifelong Learning) , 2022 .

[80]  Etienne Wenger,et al.  Situated Learning: Legitimate Peripheral Participation , 1991 .

[81]  P Wright,et al.  Computer anxiety: a comparison of pen-based personal digital assistants, conventional computer and paper assessment of mood and performance. , 1998, British journal of psychology.

[82]  Christopher R. Wolfe,et al.  Creating Informal Learning Environments on the World Wide Web , 2001 .

[83]  Ramana Rao,et al.  Rich interaction in the digital library , 1995, CACM.

[84]  Julian Dibbell A Rape in Cyberspace: Or How an Evil Clown , 2012 .

[85]  Cleborne D. Maddux Search Engines: A Primer on Finding Information on the World Wide Web. , 1996 .

[86]  Allen Tough,et al.  The Assistance Obtained by Adult Self-teachers , 1966 .

[87]  R. Edwards Changing Places?: Flexibility, Lifelong Learning and a Learning Society , 1997 .

[88]  D Spender e-learning and its future , 2002 .

[89]  H. Gardner Multiple intelligences : the theory in practice , 1993 .

[90]  Starr Roxanne Hiltz,et al.  Learning Networks: A Field Guide to Teaching and Learning Online , 1995 .

[91]  Joel Arthur Barker,et al.  Paradigms: The Business of Discovering the Future , 1993 .

[92]  Davida Chamey The impact of hypertext on processes of reading and writing , 1991 .

[93]  Marcia J. Bates,et al.  The design of browsing and berrypicking techniques for the online search interface , 1989 .

[94]  Chris Dede,et al.  Emerging Technologies in Distance Education for Business , 1996 .

[95]  Betty Collis,et al.  A model for predicting an individual's use of a telematics application , 2000 .

[96]  Rena M. Palloff,et al.  Building Learning Communities in Cyberspace: Effective Strategies for the Online Classroom. Jossey-Bass Higher and Adult Education Series. , 1999 .

[97]  V. Holland The soul of man under socialism , 1905 .

[98]  A. Rosie,et al.  Online pedagogies and the promotion of “deep learning” , 2000 .

[99]  Kevin Francis Kelly New Rules for the New Economy: Twelve Dependable Principles for Thriving in a Turbulent World , 1997 .

[100]  Roy Rada,et al.  Interacting With Hypertext: A Meta-Analysis of Experimental Studies , 1996, Hum. Comput. Interact..

[101]  David Buckingham,et al.  Digital Visions , 1996 .

[102]  Katie Hafner Where Wizards Stay Up Late , 1996 .

[103]  Jon Mason,et al.  Managing online resources for teaching and learning , 2000, WWW 2000.

[104]  E. Rogers,et al.  Diffusion of innovations , 1964, Encyclopedia of Sport Management.

[105]  T. R. Girill,et al.  Hierarchical Search Support for Hypertext On-Line Documentation , 1992, Int. J. Man Mach. Stud..

[106]  Charles Leadbeater,et al.  Living on thin air : the new economy , 2000 .

[107]  L. Harasim Shift happens: online education as a new paradigm in learning , 2000, Internet High. Educ..

[108]  Gerlese S. Åkerlind,et al.  Enhancing Learning Through Technology: When Students Resist the Change , 2022 .

[109]  Priscilla Norton When technology meets the subject-matter disciplines in education: part three: incorporating the computer as method , 1992 .

[110]  Carl Bereiter,et al.  Education and Mind in the Knowledge Age , 2002 .

[111]  F. Cook Hua-Yen Buddhism: The Jewel Net of Indra , 1990 .

[112]  Judith Palmer,et al.  Scientists and Information: II. Personal Factors in Information behaviour , 1991, J. Documentation.

[113]  Som Naidu,et al.  Reuse of web-based resources in technology-enhanced student-centered learning environments , 2001 .

[114]  P. Twining Oversold and underused: computers in the classroom , 2002 .

[115]  Joseph Tobin An American otaku (or, a boy’s virtual life on the net) , 2004 .

[116]  Susan M. Land,et al.  Grounded practice and the design of constructivist learning environments , 1997 .

[117]  Lee Sproull,et al.  Patterns of Social Interaction and Learning to Write , 1991 .

[118]  Kenneth C. Green,et al.  The Coming Ubiquity of Information Technology. , 1996 .

[119]  Brian D. Loader,et al.  Cyberspace divide: equality, agency and policy in the information society , 1998 .

[120]  Fred D. Davis User Acceptance of Information Technology: System Characteristics, User Perceptions and Behavioral Impacts , 1993, Int. J. Man Mach. Stud..

[121]  Marcia C. Linn,et al.  Learning to Learn Revisited: Computers and the Development of Self-Directed Learning Skills , 1991 .

[122]  M. Buckland Emanuel Goldberg, electronic document retrieval, and Vannevar Bush's Memex , 1992 .

[123]  Stuart D. Lee Forging Links: The Virtual Seminars for Teaching Literature Project , 1997 .

[124]  Allen Tough,et al.  The adult's learning projects , 1979 .

[125]  Philip C. Candy,et al.  Self-Direction for Lifelong Learning: A Comprehensive Guide to Theory and Practice , 1991 .

[126]  Jay L. Lemke Hypermedia and Higher Education. , 1993 .

[127]  Marc Prensky,et al.  Digital game-based learning , 2000, CIE.

[128]  Rob Shields,et al.  Cultures of Internet: Virtual Spaces, Real Histories, Living Bodies , 1996 .

[129]  Anna Greenspan The Digital Dividend , 2004 .

[130]  M. Anne Britt,et al.  Teaching Advanced Literacy Skills for the World Wide Web , 2001 .

[131]  Saul Greenberg,et al.  Revisitation patterns in World Wide Web navigation , 1997, CHI.

[132]  R. Spears,et al.  Panacea or Panopticon? , 1994 .

[133]  Charles D. Hayes Beyond the American Dream: Lifelong Learning and the Search for Meaning in a Postmodern World , 1998 .

[134]  K. Trigwell,et al.  Understanding Learning and Teaching: the experience in higher education , 1999 .

[135]  David Hyerle A Field Guide to Using Visual Tools , 2000 .

[136]  T. White The Sword in the Stone , 1938 .

[137]  Robert E. Kraut,et al.  Internet paradox. A social technology that reduces social involvement and psychological well-being? , 1998, The American psychologist.

[138]  T. Kuhn,et al.  The Structure of Scientific Revolutions. , 1964 .

[139]  Alison Pickard,et al.  Let’s be careful out there - learning in the world of electronic information , 2000 .

[140]  Diana Laurillard,et al.  Rethinking University Teaching 2nd Edition: A conversational framework for the effective use of learning technologies , 2002 .

[141]  P. Candy Developing lifelong learners through undergraduate education , 1994 .

[142]  S. Ranson,et al.  Towards the Learning Society , 1992 .

[143]  Jennifer Wiley,et al.  The Mental Web: Pedagogical and Cognitive Implications of the Net , 2001 .

[144]  Nicholas C. Burbules,et al.  Digital Rhetorics: Literacies and Technologies in Education - Current Practices and Future Directions (Volumes 1-3) , 1997 .

[145]  David Bawden,et al.  Information and digital literacies: a review of concepts , 2001, J. Documentation.

[146]  William Spitzer,et al.  LabNet: an international electronic community for professional development , 1995 .

[147]  David A. Stevens,et al.  The Online Learning Handbook: Developing and Using Web-based Learning , 2001 .

[148]  David G. Post,et al.  The New 'Civic Virtue' of the Internet , 1998, First Monday.

[149]  P. Candy Personal constructs and personal paradigms: Elaboration, modification, and transformation , 1982 .

[150]  Donald A. Schön Beyond the stable state: Public and private learning in a changing society , 1971 .

[151]  L. Burton,et al.  The Age of Learning: Education and the Knowledge Society , 2004 .

[152]  Bill Johnston,et al.  Conceptions of information literacy: new perspectives and implications , 2000, J. Inf. Sci..

[153]  Bridget Somekh Designing software to maximize learning , 1996 .

[154]  Sven Birkerts,et al.  The Gutenberg Elegies: The Fate of Reading in an Electronic Age , 1994 .

[155]  P. Adams Cyberspace and Virtual Places , 1997 .

[156]  Educative Democracy: John Stuart Mill on Education and Society , 1981 .

[157]  Diana Laurillard Multimedia and the changing experience of the learner , 1995, Br. J. Educ. Technol..

[158]  Czeslaw Jan Grycz,et al.  The textbook of the future , 1996 .

[159]  D. L. Russell,et al.  Invention and the Evolution of Ideas , 1968 .

[160]  Willian Geoghegan,et al.  Whatever Happened to Instructional Technology , 1994 .

[161]  Peter Sutton,et al.  Face-to-Face vs. CMC: Student communication in a technologically rich learning environment , 2000 .

[162]  Dawn McMillan,et al.  Online in real-time? Deciding whether to offer a real-time virtual reference service , 2003, Electron. Libr..

[163]  Mark S. Ackerman,et al.  Answer Garden 2: merging organizational memory with collaborative help , 1996, CSCW '96.

[164]  Lynnette R. Porter,et al.  Creating the Virtual Classroom: Distance Learning with the Internet , 1997 .

[165]  Mel Heller The Education Utility: The Power to Revitalize Education and Society. By Dennis D. Gooler. Englewood Cliffs, N.J.: Educational Technology Publications, 1986 , 1987 .

[166]  Gillian Nicholls The age of learning , 2001 .

[167]  Wendy A. Kellogg,et al.  The human factors of information on the Internet , 1995 .

[168]  R. Owens,et al.  The State Government and Libraries. , 1976 .

[169]  Yoni Ryan,et al.  Time and tide: Teaching and learning online , 1998 .

[170]  David Frampton,et al.  Analysing cognitions in a hypermedia learning environment , 1994 .

[171]  D. Tapscott Growing Up Digital: The Rise of the Net Generation , 1984 .

[172]  Neal Howard Brodsky Learning from Learners, Internet Style. , 1998 .

[173]  J. J. O'Donnell The virtual library: an idea whose time has passed , 1994 .

[174]  Marc Eisenstadt,et al.  THE KNOWLEDGE WEB , 1998 .

[175]  Ron Oliver,et al.  Student responses to collaborating and learning in a web-based environment , 2001, J. Comput. Assist. Learn..

[176]  Mary Lynn Rice-Lively Wired Warp and Woof: An Ethnographic Study of a Networking Class , 1994 .

[177]  Fiona Aldridge,et al.  Winners and Losers in an Expanding System. The NIACE Survey on Adult Participation in Learning, 2001. , 2001 .

[178]  J. Barlow A Declaration of the Independence of Cyberspace , 2021, Commonplace.

[179]  Mark Giese Self Without Body: Textual Self-Representation in an Electronic Community , 1998, First Monday.

[180]  Jay David Bolter,et al.  Architectures for volatile hypertext , 1991, HYPERTEXT '91.

[181]  Florian N. Egger,et al.  "Trust me, I'm an online vendor": towards a model of trust for e-commerce system design , 2000, CHI Extended Abstracts.

[182]  David J. McArthur,et al.  Untangling the Web: Applications of the Internet and other Information Technologies to Higher Education , 1998 .

[183]  J. Naughton A Brief History of the Future: The Origins of the Internet , 1999 .

[184]  Erika Lokander CONCEPTUALISING THE INTERNET metaphors for understanding the Net , 2000 .

[185]  Som Naidu,et al.  Experience-based Pedagogical Designs for E-Learning. , 2001 .

[186]  William J. Shefski Interactive Internet: the insider's guide to MUDs, MOOs and IRC , 1995 .

[187]  Rosamund Sutherland,et al.  A window on learning with computers in the home , 2001 .

[188]  Margaret D. Anderson Critical Elements of an Internet Based Asynchronous Distance Education Course , 1998 .

[189]  Peggy A. Ertmer,et al.  The expert learner: Strategic, self-regulated, and reflective , 1996 .

[190]  Jennifer Wiley,et al.  Constructing arguments from multiple sources: Tasks that promote understanding and not just memory for text. , 1999 .

[191]  Alastair G. Smith,et al.  Instructional and Cognitive Impacts of Web‐based Education , 2002 .

[192]  Craig Locatis,et al.  Distributed Learning and the Internet. , 1997 .

[193]  Badrul H. Khan Discussion of Resources and Attributes of the Web for the Creation of Meaningful Learning Environments , 2000, Cyberpsychology Behav. Soc. Netw..

[194]  Mary Thorpe,et al.  New Technology and Lifelong Learning. , 2000 .

[195]  Brian Detlor,et al.  Web Work: Information Seeking and Knowledge Work on the World Wide Web , 2000 .

[196]  J. Michael Spector,et al.  Competences for online teaching: A special report , 2001 .

[197]  Stewart Ranson Inside the learning society , 1998 .

[198]  Thorsten Joachims,et al.  WebWatcher : A Learning Apprentice for the World Wide Web , 1995 .

[199]  Friedrich Ungerer,et al.  An introduction to cognitive linguistics , 1999 .

[200]  Ann Jones,et al.  New technologies for open learning: the superhighway to the learning society , 1996 .

[201]  Bob Filipczak,et al.  Putting the Learning into Distance Learning. , 1995 .

[202]  Catherine C. Marshall,et al.  Going digital: a look at assumptions underlying digital libraries , 1995, CACM.

[203]  R. Clark Reconsidering Research on Learning from Media , 1983 .

[204]  Timothy Koschmann,et al.  Cscl : Theory and Practice of An Emerging Paradigm , 1996 .

[205]  Betty Collis,et al.  Learning to learn in a WWW-based environment , 1999 .

[206]  Gary Marchionini,et al.  The roles of digital libraries in teaching and learning , 1995, CACM.