Skip to main content

Advertisement

Log in

Teaching for transfer of core/key skills in higher education: Cognitive skills

  • Published:
Higher Education Aims and scope Submit manuscript

Abstract

This article is a result of a completed survey of the mainly cognitive science literature on the transferability of those skills which have been described variously as ‘core’, ‘key’, and ‘generic’. The literature reveals that those predominantly cognitive skills which have been studied thoroughly (mainly problem solving) are transferable under certain conditions. These conditions relate particularly to the methods and environment of the learning of these skills. Therefore, there are many implications for the teaching of key skills in higher education, which the article draws out, following a summary of the main findings of the research literature. Learning of principles and concepts facilitates transfer to dissimilar problems, as it creates more flexible mental representations, whereas rote learning of facts discourages transfer. Transfer is fostered when general principles of reasoning are taught together with self-monitoring practices and potential applications in varied contexts. Training in reasoning and critical thinking is only effective for transfer, when abstract principles and rules are coupled with examples. Transfer is promoted when learning takes place in a social context, which fosters generation of principles and explanations. Transfer improves when learning is through co-operative methods, and where there is feedback on performance with training examples. The specificity of the context in which principles are learned reduces their transfer. Transfer is promoted if learners are shown how problems resemble each other, if they are expected to learn to do this themselves, if they are aware of how to apply skills in different contexts, if attention is directed to the underlying goal structure of comparable problems, if examples are varied and are accompanied by rules or principles (especially if discovered by the learners), and if learners’ self-explanations are stimulated. Learning to use meta-cognitive strategies is especially important for transfer.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • P. Adey M. Shayer (1994) Really Raising Standards: Cognitive Intervention and Academic Achievement Routledge London

    Google Scholar 

  • P.A. Alexander P.K. Murphy (1999) ArticleTitle‘Nurturing the seeds of transfer: A domain-specific perspective’ International Journal of Educational Research 31 IssueID7 561–576 Occurrence Handle10.1016/S0883-0355(99)00024-5

    Article  Google Scholar 

  • J.R. Anderson C. Lebiere (1998) The Atomic Components of Thought Erlbaum Hillsdale

    Google Scholar 

  • J.R. Anderson L.M. Reder H.A. Simon (1996) ArticleTitle‘Situated learning and education’ Educational Researcher 25 IssueID4 5–11 Occurrence Handle10.2307/1176775

    Article  Google Scholar 

  • R.K. Atkinson S.J. Derry A. Renkl D. Wortham (2000) ArticleTitle‘Learning from examples: instructional principles from worked examples research’ Review of Educational Research 70 IssueID2 181–214 Occurrence Handle10.2307/1170661

    Article  Google Scholar 

  • Barnett, R. (1994). The Limits of Competence: Knowledge, Higher Education and Society. Buckingham: Society for Research into Higher Education and the Open University Press, pp. 44–45, 64–66, 79–80, 92–93, 166–168

  • M. Bassok K.J Holyoak (1993) ‘Pragmatic knowledge and conceptual structure: Determinants of transfer between quantitative domains’ D.K. Detterman R.J. Sternberg (Eds) Transfer on Trial: Intelligence, Cognition and Instruction Ablex Norwood, NJ 68–98

    Google Scholar 

  • Bennett N., Dunne E. and Carré C., (2000) Skills Development in Higher Education and Employment SRHE & Open University Press. Buckingham

  • C. Bereiter (1995) ‘A dispositional view of transfer’ A. McKeough J. Lupart A. Marini (Eds) Teaching for Transfer: Fostering generalization in Learning Lawrence Erlbaum Associates Mahwah, NJ 21–34

    Google Scholar 

  • D. Billing (2003) ArticleTitle‘Generic Cognitive Abilities in Higher Education: An international analysis of skills sought by stakeholders’ Compare 33 IssueID3 335–350 Occurrence Handle10.1080/03057920302596

    Article  Google Scholar 

  • J.D. Bransford A.L. Brown R.R. Cocking (Eds) (1999) How People Learn: Brain, Mind, Experience and School National Academy Press Washington DC

    Google Scholar 

  • J. Bransford R. Sherwood N. Vye J. Reiser (1986) ArticleTitle‘Teaching thinking and problem solving: Research foundations’ American Psychologist 41 1078–1089 Occurrence Handle10.1037/0003-066X.41.10.1078

    Article  Google Scholar 

  • D. Bridges (1993) ArticleTitle‘Transferable skills: A philosophical perspective’ Studies in Higher Education 18 IssueID1 43–51 Occurrence Handle10.1080/03075079312331382448

    Article  Google Scholar 

  • J.S. Brown A. Collins P. Duguid (1989) ArticleTitle‘Situated cognition and the culture of learning’ Educational Researcher 18 IssueID1 32–42 Occurrence Handle10.2307/1176008

    Article  Google Scholar 

  • J.C. Campione A.M. Shapiro A.L. Brown (1995) ‘Forms of transfer in a community of learners: Flexible learning and understanding’ A. McKeough J. Lupart A. Marini (Eds) Teaching for Transfer: Fostering Generalization in Learning Lawrence Erlbaum Associates Mahwah, NJ 35–68

    Google Scholar 

  • D. Carraher A.D. Schliemann (2002) ArticleTitle‘The transfer dilemma’ Journal of the Learning Sciences 11 IssueID1 1–24 Occurrence Handle10.1207/S15327809JLS1101_1

    Article  Google Scholar 

  • J. Case R. Gunstone (2002) ArticleTitle‘Metacognitive development as a shift in approach to learning: An in-depth study’ Studies in Higher Education 27 IssueID4 459–470 Occurrence Handle10.1080/0307507022000011561

    Article  Google Scholar 

  • R. Catrambone K.J. Holyoak (1989) ArticleTitle‘Overcoming contextual limitations on problem-solving transfer’ Journal of Experimental Psychology: Learning, Memory and Cognition 15 IssueID6 1147–1156 Occurrence Handle10.1037/0278-7393.15.6.1147

    Article  Google Scholar 

  • M.V. Covington (1987) Instruction in problem-solving planning S.L. Friedman E.K. Scholnick R.R. Cocking (Eds) Blueprints for Thinking: The Role of Planning in Cognitive Development Cambridge University Press New York 469–511

    Google Scholar 

  • B.R. Cox (1997) ArticleTitle‘The rediscovery of the active learner in adaptive contexts: A developmental-historical analysis of transfer’ Educational Psychologist 32 IssueID1 41–55 Occurrence Handle10.1207/s15326985ep3201_4

    Article  Google Scholar 

  • InstitutionalAuthorNameDfES (2003) Foundation Degrees: Meeting the Need for Higher Level Skills Department for Education and Skills London

    Google Scholar 

  • D.K. Detterman (1993) ‘The case for the prosecution: Transfer as an epiphenomenon’ D.K. Detterman R.J. Sternberg (Eds) Transfer on Trial: Intelligence, Cognition and Instruction Ablex Norwood, NJ 1–24

    Google Scholar 

  • R. Dufresne W.J. Gerace P.T. Hardiman J.P. Mestre (1992) ArticleTitle‘Constraining novices to perform expert-like problem analyses: Effects on schema acquisition’ Journal of the Learning Sciences 2 307–331 Occurrence Handle10.1207/s15327809jls0203_3

    Article  Google Scholar 

  • D. Gentner A.B. Markham (1997) ArticleTitle‘Structure mapping in analogy and similarity’ American Psychologist 52 45–56 Occurrence Handle10.1037/0003-066X.52.1.45

    Article  Google Scholar 

  • M.L. Gick K.J. Holyoak (1987) ‘The cognitive basis of knowledge transfer’ S.M. Cormier J.D. Hagman (Eds) Transfer of Learning: Contemporary Research and Applications Academic Press Inc San Diego 9–46

    Google Scholar 

  • W.D. Gray J.M. Orasanu (1987) ‘Transfer of cognitive skills’ S.M. Cormier J.D. Hagman (Eds) Transfer of Learning: Contemporary Research and Applications Academic Press Inc San Diego 183–215

    Google Scholar 

  • Greeno, J.G., Smith, D.R., Moore, J.L. and the Institute for Research on Learning (1993). ‘Transfer of situated learning’, in Detterman D.K. and Sternberg R.J. (eds.), Transfer on Trial: Intelligence, Cognition and Instruction. Norwood, NJ: Ablex, pp. 99–167

  • D.F. Halpern (1996) Thought and Knowledge: An Introduction to Critical Thinking Erlbaum Mahaw, NJ

    Google Scholar 

  • G. Hatano J.G. Greeno (1999) ArticleTitle‘Commentary: Alternative perspectives on transfer and transfer studies’ International Journal of Educational Research 31 IssueID7 645–654 Occurrence Handle10.1016/S0883-0355(99)00029-4

    Article  Google Scholar 

  • R.J. Herrnstein R.S. Nickerson M. Sanchez J.A. Swets (1986) ArticleTitle‘Teaching thinking skills’ American Psychologist 41 IssueID11 1279–1289 Occurrence Handle10.1037/0003-066X.41.11.1279

    Article  Google Scholar 

  • H.M. Kehr P. Bles L. Rosentiel (1999) ArticleTitle‘Self-regulation, self-control and management training transfer’ International Journal of Educational Research 31 IssueID6 487–498 Occurrence Handle10.1016/S0883-0355(99)00017-8

    Article  Google Scholar 

  • E.L. Lim R.S. Dixon D.W. Moore (1996) ArticleTitle‘Worked examples vs non-goal-specific problems: A test of schema development in geometry’ Educational Psychology 16 IssueID4 421–431

    Google Scholar 

  • A. Lizzio K. Wilson (2004) ArticleTitle‘First-year students’ perceptions of capability’ Studies in Higher Education 29 IssueID1 109–128 Occurrence Handle10.1080/1234567032000164903

    Article  Google Scholar 

  • A.R. McCrindle C.A. Christensen (1995) ArticleTitle‘The impact of learning journals on metacognitive and cognitive processes and learning performance’ Learning and Instruction 5 IssueID2 167–185 Occurrence Handle10.1016/0959-4752(95)00010-Z

    Article  Google Scholar 

  • M.A. McDaniel M.S. Schlager (1990) ArticleTitle‘Discovery learning and transfer of problem-solving skills’ Cognition and Instruction 7 IssueID2 129–159 Occurrence Handle10.1207/s1532690xci0702_3

    Article  Google Scholar 

  • A. McKeough J. Lupart A. Marini (Eds) (1995) Teaching for Transfer: Fostering Generalization in Learning Lawrence Erlbaum Associates Mahwah, NJ 21–34

    Google Scholar 

  • A. Marini R. Genereux (1995) ‘The challenge of teaching for transfer’ A. McKeough J. Lupart A. Marini (Eds) Teaching for Transfer: Fostering Generalization in Learning Lawrence Erlbaum Associates Mahwah, NJ 1–19

    Google Scholar 

  • R.C. Mayer M.C. Wittrock (1996) ‘Problem-solving transfer’ D.C. Berliner R.C. Calfee (Eds) Handbook of Educational Psychology Macmillan New York 47–62

    Google Scholar 

  • Z.R. Mevarech (1999) ArticleTitle‘Effects of metacognitive training embedded in cooperative settings on mathematical problem solving’ Journal of Educational Research 92 IssueID4 195–205

    Google Scholar 

  • A. Minnaert P.J. Janssen (1999) ArticleTitle‘The additive effect of regulatory activities on top of intelligence in relation to academic performance in higher education’ Learning and Instruction 9 IssueID1 77–91 Occurrence Handle10.1016/S0959-4752(98)00019-X

    Article  Google Scholar 

  • G.L. Newsome SuffixIII (2000) ArticleTitle‘A review of some promising approaches to understanding and improving thinking skills’ Journal of Research and Development in Education 33 IssueID4 199–222

    Google Scholar 

  • M. Niedelman (1991) ArticleTitle‘Problem solving and transfer’ Journal of Learning Disabilities 24 IssueID6 322–329 Occurrence Handle10.1177/002221949102400601

    Article  Google Scholar 

  • R.S. Perez R.J. Seidel (1986) ‘Cognitive theory of technical training’ T.G. Sticht F.R. Chang S. Woods (Eds) Advances in Reading/Language Research: Cognitive Science and Human Resources Management NumberInSeries4 JAI Press Greenwich, CT

    Google Scholar 

  • D.N. Perkins G. Salomon (1987) ‘Transfer and teaching thinking’ D.N. Perkins J. Lochhead J. Bishop (Eds) Thinking: The Second International Conference Erlbaum Hillsdale, NJ

    Google Scholar 

  • D.N. Perkins G. Salomon (1989) ArticleTitle‘Are cognitive skills context-bound?’ Educational Researcher 18 IssueID10 16–25 Occurrence Handle10.2307/1176006

    Article  Google Scholar 

  • D.N. Perkins G. Salomon (1994) ‘Transfer of learning’ T. Husen T. Postlethwaite (Eds) The International Encyclopaedia of Education EditionNumber2 NumberInSeries11 Elsevier/Pergamon Oxford 6452–6457

    Google Scholar 

  • D. Phye (1991) ArticleTitle‘Advice and feedback during cognitive training: Effects at acquisition and delayed transfer’ Contemporary Educational Psychology 16 87–94 Occurrence Handle10.1016/0361-476X(91)90008-9

    Article  Google Scholar 

  • P.R. Pintrich (1999) ArticleTitle‘The role of motivation in promoting and sustaining self-regulated learning’ International Journal of Educational Research 31 IssueID6 459–470 Occurrence Handle10.1016/S0883-0355(99)00015-4

    Article  Google Scholar 

  • V. Prabhakaran J.A.L. Smith J.E Desmond G.H. Glover J.D.E. Gabrieli (1997) ArticleTitle‘Neural substrates of fluid reasoning: An fMRI study of neocortical activation during performance of raven’s progressive matrices test’ Cognitive Psychology 33 IssueID1 43–63 Occurrence Handle10.1006/cogp.1997.0659

    Article  Google Scholar 

  • S.K. Reed (1987) ArticleTitle‘A structure-mapping model for word problems’ Journal of Experimental Psychology: Learning, Memory and Cognition 13 124–139 Occurrence Handle10.1037/0278-7393.13.1.124

    Article  Google Scholar 

  • S.K. Reed (1993) ‘A schema-based theory of transfer vol 2’ D.K. Detterman R.J. Sternberg (Eds) Transfer on Trial: Intelligence, Cognition and Instruction Ablex Norwood, NJ 39–67

    Google Scholar 

  • L.B. Resnick (1987) Education and Learning to Think National Academy Press Washington, DC

    Google Scholar 

  • L. Resnick A. Collins (1994) ‘Cognition and learning’ T. Husen T. Postlethwaite (Eds) The International Encyclopaedia of Education EditionNumber2 NumberInSeries2 Elsevier/Pergamon Oxford 835–838

    Google Scholar 

  • D.E. Rumelhart A. Ortony (1977) ‘The representation of knowledge in memory’ R.C. Anderson R.J. Spiro E. Montague (Eds) Schooling and The Acquisition of Knowledge Erlbaum Hillsdale, NJ

    Google Scholar 

  • D.D. Salvucci J.R. Anderson (2001) ArticleTitle‘Integrating analogical mapping and general problem solving: The path-mapping theory’ Cognitive Science 25 67–110 Occurrence Handle10.1016/S0364-0213(00)00035-5

    Article  Google Scholar 

  • A.H. Schoenfeld D.J. Herrmann (1982) ArticleTitle‘Problem perception and knowledge in expert and novice mathematical problem solvers’ Journal of Experimental Psychology: Learning, Memory and Cognition. 8 484–494 Occurrence Handle10.1037/0278-7393.8.5.484

    Article  Google Scholar 

  • G. Schraw J. Nietfeld (1998) ArticleTitle‘A further test of the general monitoring skill hypothesis’ Journal of Educational Psychology 90 IssueID2 236–248 Occurrence Handle10.1037/0022-0663.90.2.236

    Article  Google Scholar 

  • D.P. Simon H.A. Simon (1978) ‘Individual differences in solving physics problems’ R.S. Siegler (Eds) Children’s Thinking: What Develops? Lawrence Erlbaum Associates Hillsdale, NJ

    Google Scholar 

  • P.R.J. Simons (1994) ‘Metacognitive strategies, teaching and testing for’ T. Husen T. Postlethwaite (Eds) The International Encyclopaedia of Education EditionNumber2 NumberInSeries7 Elsevier/Pergamon Oxford 3788–3792

    Google Scholar 

  • M.K. Singley J.R. Anderson (Eds) (1989) The Transfer of Cognitive Skill Harvard University Press Cambridge, MA

    Google Scholar 

  • N. Skin D.H. Jonassen S. McGee (2003) ArticleTitle‘Predictors of well-structured and ill-structured problem-solving in an astronomical situation’ Journal of Research in Science Teaching 40 IssueID1 6–33 Occurrence Handle10.1002/tea.10058

    Article  Google Scholar 

  • R.J. Sternberg P.A. Frensch (1993) ‘Mechanisms of transfer’ D.K. Detterman R.J. Sternberg (Eds) Transfer on Trial: Intelligence, Cognition and Instruction Ablex Norwood, NJ 25–38

    Google Scholar 

  • T.F. Stokes D.M. Baer (1977) ArticleTitle‘An implicit technology of generalization’ Journal of Applied Behavior Analysis 10 IssueID2 349–367 Occurrence Handle10.1901/jaba.1977.10-349

    Article  Google Scholar 

  • J. Sweller (1988) ArticleTitle‘Cognitive load during problem solving: Effects on learning’ Cognitive Science 12 257–285 Occurrence Handle10.1016/0364-0213(88)90023-7

    Article  Google Scholar 

  • P.T. Terenzini L. Springer E.T. Pascarella A. Nora (1995) ArticleTitle‘Influences affecting the development of students’ critical thinking skills’ Research in Higher Education 36 IssueID1 23–39 Occurrence Handle10.1007/BF02207765

    Article  Google Scholar 

  • J.E. Tuovinen J. Sweller (1999) ArticleTitle‘A comparison of cognitive load associated with discovery learning and worked examples’ Journal of Educational Psychology 91 IssueID2 334–341 Occurrence Handle10.1037/0022-0663.91.2.334

    Article  Google Scholar 

  • J.J.G. Merriënboer Particlevan J.G. Schuurman M.B.M. Croock Particlede F.G.W.C. Paas Particlevan (2002) ArticleTitle‘Redirecting learners’ attention during training: Effects on cognitive load, transfer test performance and training efficiency’ Learning and Instruction 12 IssueID1 11–37 Occurrence Handle10.1016/S0959-4752(01)00020-2

    Article  Google Scholar 

  • M.C.J. Veenan J.J. Elshout J. Meijer (1997) ArticleTitle‘The generality vs domain-specificity of metacognitive skills in novice learning across domains’ Learning & Instruction 7 IssueID2 187–209 Occurrence Handle10.1016/S0959-4752(96)00025-4

    Article  Google Scholar 

  • M. Volcke (2002) ArticleTitle‘Cognitive load: Updating the theory?’ Learning and Instruction 12 IssueID1 147–154 Occurrence Handle10.1016/S0959-4752(01)00022-6

    Article  Google Scholar 

  • S.E. Volet (1991) ArticleTitle‘Modelling and coaching of relevant metacognitive strategies for enhancing university students’ learning’ Learning and Instruction 1 IssueID4 319–336 Occurrence Handle10.1016/0959-4752(91)90012-W

    Article  Google Scholar 

  • R. Vollmeyer B.D. Burns K.J. Holyoak (1996) ArticleTitle‘The impact of goal specificity on strategy use and the acquisition of problem structure’ Cognitive Science 20 75–100 Occurrence Handle10.1016/S0364-0213(99)80003-2

    Article  Google Scholar 

  • Wade, S.E. and Reynolds, R.E. (1989) ‘Developing metacognitive awareness’. Journal of Reading, October 1989, 33(1), 6–14.

    Google Scholar 

  • B.Y. White J.R. Frederickson (1998) ArticleTitle‘Inquiry, modeling and metacognition: Making science accessible to all students’ Cognition and Instruction 16 IssueID1 3–117 Occurrence Handle10.1207/s1532690xci1601_2

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

About this article

Cite this article

Billing, D. Teaching for transfer of core/key skills in higher education: Cognitive skills. High Educ 53, 483–516 (2007). https://doi.org/10.1007/s10734-005-5628-5

Download citation

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10734-005-5628-5

Keywords

Navigation