Skip to main content
Top
Published in: Journal of Science Education and Technology 6/2017

19-07-2017

Invention Versus Direct Instruction: For Some Content, It’s a Tie

Authors: Catherine C. Chase, David Klahr

Published in: Journal of Science Education and Technology | Issue 6/2017

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

An important, but as yet unresolved pedagogical question is whether discovery-oriented or direct instruction methods lead to greater learning and transfer. We address this issue in a study with 101 fourth and fifth grade students that contrasts two distinct instructional methods. One is a blend of discovery and direct instruction called Invent-then-Tell (IT), and the other is a version of direct instruction called Tell-then-Practice (TP). The relative effectiveness of these methods is compared in the context of learning a critical inquiry skill—the control-of-variables strategy. Previous research has demonstrated the success of IT over TP for teaching deep domain structures, while other research has demonstrated the superiority of direct instruction for teaching simple experimental design, a domain-general inquiry skill. In the present study, students in both conditions made equally large gains on an immediate assessment of their application and conceptual understanding of experimental design, and they also performed similarly on a test of far transfer. These results were fairly consistent across school populations with various levels of prior achievement and socioeconomic status. Findings suggest that broad claims about the relative effectiveness of these two distinct methods should be conditionalized by particular instructional contexts, such as the type of knowledge being taught.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Appendix
Available only for authorised users
Footnotes
1
Students worked in pairs because collaboration is a typical component of invention and similar forms of instruction (Kapur and Bielaczyc 2012; Schwartz et al. 2011; Schwartz and Martin 2004). In the few cases when there was an odd number of students in a class, the “odd student out” either worked alone or in a group of three.
 
2
Because the timing of each instructional component differed by condition, the timing of the second CVS skills test also differed by condition, as shown in fig. 1.
 
3
Given the small number of schools in this study, it was inappropriate to conduct hierarchical analyses, which require larger sample sizes to reach unbiased estimates of each factor (Maas and Hox 2005).
 
4
The same analyses were conducted in a repeated measures model, and the findings were the same.
 
Literature
go back to reference Aberson C (2002) Interpreting null results: improving presentation and conclusions with confidence intervals. J Artic Support Null Hypothesis 1(3):36–42 Aberson C (2002) Interpreting null results: improving presentation and conclusions with confidence intervals. J Artic Support Null Hypothesis 1(3):36–42
go back to reference Ashe CA, Yaron DJ, Carter WC, Chase C, Adamson D, Bartolo L (2012) Advancing chemistry and interdisciplinary STEM education through interactive simulations, computer-facilitated collaborative chat, and novel instructional strategies. In ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY (Vol. 244). 1155 16TH ST, NW, WASHINGTON, DC 20036 USA: AMER CHEMICAL SOC Ashe CA, Yaron DJ, Carter WC, Chase C, Adamson D, Bartolo L (2012) Advancing chemistry and interdisciplinary STEM education through interactive simulations, computer-facilitated collaborative chat, and novel instructional strategies. In ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY (Vol. 244). 1155 16TH ST, NW, WASHINGTON, DC 20036 USA: AMER CHEMICAL SOC
go back to reference Barnett SM, Ceci SJ (2002) When and where do we apply what we learn?: a taxonomy for far transfer. Psychol Bull 128(4):612CrossRef Barnett SM, Ceci SJ (2002) When and where do we apply what we learn?: a taxonomy for far transfer. Psychol Bull 128(4):612CrossRef
go back to reference Bransford JD, Schwartz DL (1999) Rethinking transfer: a simple proposal with multiple implications. Rev Res Educ 24:61–100 Bransford JD, Schwartz DL (1999) Rethinking transfer: a simple proposal with multiple implications. Rev Res Educ 24:61–100
go back to reference Bransford JD, Franks JJ, Vye NJ, Sherwood RD (1989) New approaches to instruction: because wisdom can’t be told. In: Vosniadou S, Ortony A (eds) Similarity and analogical reasoning. Cambridge University Press, New York, pp 470–497CrossRef Bransford JD, Franks JJ, Vye NJ, Sherwood RD (1989) New approaches to instruction: because wisdom can’t be told. In: Vosniadou S, Ortony A (eds) Similarity and analogical reasoning. Cambridge University Press, New York, pp 470–497CrossRef
go back to reference Case R (1974) Structures and strictures: some functional limitations on the course of cognitive growth. Cogn Psychol 6(4):544–574CrossRef Case R (1974) Structures and strictures: some functional limitations on the course of cognitive growth. Cogn Psychol 6(4):544–574CrossRef
go back to reference Chase CC, Marks J, Bernett D, Bradley M, Aleven V (2015) Towards the development of an exploratory learning environment: a study of naturalistic teacher guidance of Invention. In Proceedings of the 17th International Conference on Artificial Intelligence in Education, AIED 2015. Amsterdam: IOS Press, pp 558–561 Chase CC, Marks J, Bernett D, Bradley M, Aleven V (2015) Towards the development of an exploratory learning environment: a study of naturalistic teacher guidance of Invention. In Proceedings of the 17th International Conference on Artificial Intelligence in Education, AIED 2015. Amsterdam: IOS Press, pp 558–561
go back to reference Chen Z, Klahr D (1999) All other things being equal: acquisition and transfer of the control of variables strategy. Child Dev 70(5):1098–1120CrossRef Chen Z, Klahr D (1999) All other things being equal: acquisition and transfer of the control of variables strategy. Child Dev 70(5):1098–1120CrossRef
go back to reference Dean D Jr, Kuhn D (2007) Direct instruction vs. discovery: the long view. Sci Educ 91(3):384–397CrossRef Dean D Jr, Kuhn D (2007) Direct instruction vs. discovery: the long view. Sci Educ 91(3):384–397CrossRef
go back to reference DeBoer GE (1991) A history of ideas in science education: implications for practice. Teachers College Press, New York, NY DeBoer GE (1991) A history of ideas in science education: implications for practice. Teachers College Press, New York, NY
go back to reference Dugard P, Todman J (1995) Analysis of pretest-posttest control group designs in educational research. Educ Psychol 15(2):181–198CrossRef Dugard P, Todman J (1995) Analysis of pretest-posttest control group designs in educational research. Educ Psychol 15(2):181–198CrossRef
go back to reference Duschl RA (1990) Restructuring science education: the importance of theories and their development. Teachers College Press, New York Duschl RA (1990) Restructuring science education: the importance of theories and their development. Teachers College Press, New York
go back to reference Franco A, Malhotra N, Simonovits G (2014) Publication bias in the social sciences: unlocking the file drawer. Science 345(6203):1502–1505CrossRef Franco A, Malhotra N, Simonovits G (2014) Publication bias in the social sciences: unlocking the file drawer. Science 345(6203):1502–1505CrossRef
go back to reference Furtak EM, Shavelson RJ, Shemwell JT, Figueroa M (2012) To teach or not to teach through inquiry: is that the question? In: Carver S, Shrager J (eds) The journey from child to scientist: integrating cognitive development and the education sciences. American Psychological Association, Washington DC Furtak EM, Shavelson RJ, Shemwell JT, Figueroa M (2012) To teach or not to teach through inquiry: is that the question? In: Carver S, Shrager J (eds) The journey from child to scientist: integrating cognitive development and the education sciences. American Psychological Association, Washington DC
go back to reference Harel I, Papert S (eds) (1991) Constructionism. Ablex Publishing Corporation, Norwood Harel I, Papert S (eds) (1991) Constructionism. Ablex Publishing Corporation, Norwood
go back to reference Hmelo-Silver CE, Duncan RG, Chinn CA (2007) Scaffolding and achievement in problem-based and inquiry learning: a response to Kirschner, Sweller, and Clark (2006). Educ Psychol 42(2):99–107CrossRef Hmelo-Silver CE, Duncan RG, Chinn CA (2007) Scaffolding and achievement in problem-based and inquiry learning: a response to Kirschner, Sweller, and Clark (2006). Educ Psychol 42(2):99–107CrossRef
go back to reference Holmes NG, Day J, Park AH, Bonn DA, Roll I (2014) Making the failure more productive: scaffolding the invention process to improve inquiry behaviors and outcomes in productive failure activities. Instr Sci 42(4):523–538CrossRef Holmes NG, Day J, Park AH, Bonn DA, Roll I (2014) Making the failure more productive: scaffolding the invention process to improve inquiry behaviors and outcomes in productive failure activities. Instr Sci 42(4):523–538CrossRef
go back to reference Kalyuga S, Singh AM (2015) Rethinking the boundaries of cognitive load theory in complex learning. Educ Psychol Rev:1–22 Kalyuga S, Singh AM (2015) Rethinking the boundaries of cognitive load theory in complex learning. Educ Psychol Rev:1–22
go back to reference Kapur M (2010) Productive failure in mathematical problem solving. Instr Sci 38(6):523–550CrossRef Kapur M (2010) Productive failure in mathematical problem solving. Instr Sci 38(6):523–550CrossRef
go back to reference Kapur M, Bielaczyc K (2012) Designing for productive failure. J Learn Sci 21(1):45–83CrossRef Kapur M, Bielaczyc K (2012) Designing for productive failure. J Learn Sci 21(1):45–83CrossRef
go back to reference Kenny DA, Kashy DA, Cook WL (2006) The analysis of dyadic data. Guilford, New York Kenny DA, Kashy DA, Cook WL (2006) The analysis of dyadic data. Guilford, New York
go back to reference Kirschner PA, Sweller J, Clark RE (2006) Why minimal guidance during instruction does not work: an analysis of the failure of constructivist, discovery, problem-based, experiential, and inquiry-based teaching. Educ Psychol 41(2):75–86CrossRef Kirschner PA, Sweller J, Clark RE (2006) Why minimal guidance during instruction does not work: an analysis of the failure of constructivist, discovery, problem-based, experiential, and inquiry-based teaching. Educ Psychol 41(2):75–86CrossRef
go back to reference Klahr, D. (2009) “To every thing there is a season, and a time to every purpose under the heavens”: what about direct instruction? In S. Tobias and T.M. Duffy (Eds.), Constructivist Theory Applied to Instruction: Success or Failure? Taylor and Francis Klahr, D. (2009) “To every thing there is a season, and a time to every purpose under the heavens”: what about direct instruction? In S. Tobias and T.M. Duffy (Eds.), Constructivist Theory Applied to Instruction: Success or Failure? Taylor and Francis
go back to reference Klahr D (2010) Coming up for air: but is it oxygen or phlogiston? A response to Taber’s review of constructivist instruction: success or failure? Educ Rev 13(13):1–6 Klahr D (2010) Coming up for air: but is it oxygen or phlogiston? A response to Taber’s review of constructivist instruction: success or failure? Educ Rev 13(13):1–6
go back to reference Klahr D, Nigam M (2004) The equivalence of learning paths in early science instruction effects of direct instruction and discovery learning. Psychol Sci 15(10):661–667CrossRef Klahr D, Nigam M (2004) The equivalence of learning paths in early science instruction effects of direct instruction and discovery learning. Psychol Sci 15(10):661–667CrossRef
go back to reference Koedinger KR, Corbett AT, Perfetti C (2012) The knowledge-learning-instruction framework: bridging the science-practice chasm to enhance robust student learning. Cogn Sci 36(5):757–798CrossRef Koedinger KR, Corbett AT, Perfetti C (2012) The knowledge-learning-instruction framework: bridging the science-practice chasm to enhance robust student learning. Cogn Sci 36(5):757–798CrossRef
go back to reference Koedinger KR, Booth JL, Klahr D (2013) Instructional complexity and the science to constrain it. Science 342:935–937CrossRef Koedinger KR, Booth JL, Klahr D (2013) Instructional complexity and the science to constrain it. Science 342:935–937CrossRef
go back to reference Lead States NGSS (2013) Next Generation Science Standards: For States, By States. The National Academies Press, Washington, DC Lead States NGSS (2013) Next Generation Science Standards: For States, By States. The National Academies Press, Washington, DC
go back to reference Loibl K, Rummel N (2014a) Knowing what you don’t know makes failure productive. Learn Instr 34:74–85CrossRef Loibl K, Rummel N (2014a) Knowing what you don’t know makes failure productive. Learn Instr 34:74–85CrossRef
go back to reference Loibl K, Rummel N (2014b) The impact of guidance during problem-solving prior to instruction on students’ inventions and learning outcomes. Instr Sci 42(3):305–326CrossRef Loibl K, Rummel N (2014b) The impact of guidance during problem-solving prior to instruction on students’ inventions and learning outcomes. Instr Sci 42(3):305–326CrossRef
go back to reference Loibl K, Roll I, Rummel N (2016) Towards a theory of when and how problem solving followed by instruction supports learning. Educ Psychol Rev 1–23 Loibl K, Roll I, Rummel N (2016) Towards a theory of when and how problem solving followed by instruction supports learning. Educ Psychol Rev 1–23
go back to reference Maas CJ, Hox JJ (2005) Sufficient sample sizes for multilevel modeling. Methodology 1(3):86–92CrossRef Maas CJ, Hox JJ (2005) Sufficient sample sizes for multilevel modeling. Methodology 1(3):86–92CrossRef
go back to reference Matlen BJ, Klahr D (2013) Sequential effects of high and low instructional guidance on children’s acquisition of experimentation skills: is it all in the timing? Instr Sci 41(3):621–634CrossRef Matlen BJ, Klahr D (2013) Sequential effects of high and low instructional guidance on children’s acquisition of experimentation skills: is it all in the timing? Instr Sci 41(3):621–634CrossRef
go back to reference Mayer RE (2004) Should there be a three-strikes rule against pure discovery learning? Am Psychol 59(1):14CrossRef Mayer RE (2004) Should there be a three-strikes rule against pure discovery learning? Am Psychol 59(1):14CrossRef
go back to reference Murnane RJ, Raizen SA (1988) Improving indicators of the quality of science and mathematics education in grades K-12. National Research Council. National Academy Press, Washington, D.C. Murnane RJ, Raizen SA (1988) Improving indicators of the quality of science and mathematics education in grades K-12. National Research Council. National Academy Press, Washington, D.C.
go back to reference National Research Council (2012) A framework for K–12 science education: practices, crosscutting concepts, and core ideas. National Academies Press, Washington, D.C. National Research Council (2012) A framework for K–12 science education: practices, crosscutting concepts, and core ideas. National Academies Press, Washington, D.C.
go back to reference Paas F, Renkl A, Sweller J (2003) Cognitive load theory and instructional design: recent developments. Educ Psychol 38(1):1–4CrossRef Paas F, Renkl A, Sweller J (2003) Cognitive load theory and instructional design: recent developments. Educ Psychol 38(1):1–4CrossRef
go back to reference Roll I, Aleven V, Koedinger KR (2009) Helping students know ‘further’—increasing the flexibility of students’ knowledge using symbolic invention tasks. In Proceedings of the 31st annual conference of the cognitive science society (pp. 1169–74) Roll I, Aleven V, Koedinger KR (2009) Helping students know ‘further’—increasing the flexibility of students’ knowledge using symbolic invention tasks. In Proceedings of the 31st annual conference of the cognitive science society (pp. 1169–74)
go back to reference Roll, I., Aleven, V., & Koedinger, K. R. (2011). Outcomes and mechanisms of transfer in invention activities. In Proceedings of the 33rd annual meeting of the Cognitive Science Society (pp. 2824–2829) Roll, I., Aleven, V., & Koedinger, K. R. (2011). Outcomes and mechanisms of transfer in invention activities. In Proceedings of the 33rd annual meeting of the Cognitive Science Society (pp. 2824–2829)
go back to reference Sandoval WA (2005) Understanding students’ practical epistemologies and their influence on learning through inquiry. Sci Educ 89(4):634–656CrossRef Sandoval WA (2005) Understanding students’ practical epistemologies and their influence on learning through inquiry. Sci Educ 89(4):634–656CrossRef
go back to reference Schauble L, Klopfer LE, Raghavan K (1991) Students’ transition from an engineering model to a science model of experimentation. J Res Sci Teach 28(9):859–882CrossRef Schauble L, Klopfer LE, Raghavan K (1991) Students’ transition from an engineering model to a science model of experimentation. J Res Sci Teach 28(9):859–882CrossRef
go back to reference Schwartz DL, Bransford JD (1998) A time for telling. Cogn Instr 16(4):475–5223CrossRef Schwartz DL, Bransford JD (1998) A time for telling. Cogn Instr 16(4):475–5223CrossRef
go back to reference Schwartz DL, Martin T (2004) Inventing to prepare for future learning: the hidden efficiency of encouraging original student production in statistics instruction. Cogn Instr 22(2):129–184CrossRef Schwartz DL, Martin T (2004) Inventing to prepare for future learning: the hidden efficiency of encouraging original student production in statistics instruction. Cogn Instr 22(2):129–184CrossRef
go back to reference Schwartz DL, Chase CC, Oppezzo MA, Chin DB (2011) Practicing versus inventing with contrasting cases: the effects of telling first on learning and transfer. J Educ Psychol 103(4):759CrossRef Schwartz DL, Chase CC, Oppezzo MA, Chin DB (2011) Practicing versus inventing with contrasting cases: the effects of telling first on learning and transfer. J Educ Psychol 103(4):759CrossRef
go back to reference Shemwell JT, Chase CC, Schwartz DL (2015) Seeking the general explanation: a test of inductive activities for learning and transfer. J Res Sci Teach 52(1):58–83CrossRef Shemwell JT, Chase CC, Schwartz DL (2015) Seeking the general explanation: a test of inductive activities for learning and transfer. J Res Sci Teach 52(1):58–83CrossRef
go back to reference Siler S, Klahr D (2012) Detecting, classifying and remediating children’s explicit and implicit misconceptions about experimental design. In: Proctor RW, Capaldi EJ (eds) Psychology of science: implicit and explicit processes. Oxford University Press, New York, pp 137–180CrossRef Siler S, Klahr D (2012) Detecting, classifying and remediating children’s explicit and implicit misconceptions about experimental design. In: Proctor RW, Capaldi EJ (eds) Psychology of science: implicit and explicit processes. Oxford University Press, New York, pp 137–180CrossRef
go back to reference Siler S, Klahr D, Matlen B (2013a) Conceptual change in experimental design: from engineering goal to science goals. In: Vosniadau S (ed) International Handbook of Research on Conceptual Change, 2nd edn. Routledge, New York, pp 138–158 Siler S, Klahr D, Matlen B (2013a) Conceptual change in experimental design: from engineering goal to science goals. In: Vosniadau S (ed) International Handbook of Research on Conceptual Change, 2nd edn. Routledge, New York, pp 138–158
go back to reference Siler SA, Klahr D, Price N (2013b) Investigating the mechanisms of learning from a constrained preparation for future learning activity. Instr Sci 41(1):191–216CrossRef Siler SA, Klahr D, Price N (2013b) Investigating the mechanisms of learning from a constrained preparation for future learning activity. Instr Sci 41(1):191–216CrossRef
go back to reference Strand-Cary M, Klahr D (2008) Developing elementary science skills: instructional effectiveness and path independence. Cogn Dev 23(4):488–511CrossRef Strand-Cary M, Klahr D (2008) Developing elementary science skills: instructional effectiveness and path independence. Cogn Dev 23(4):488–511CrossRef
go back to reference Taylor JL, Smith KM, van Stolk AP, Spiegelman GB (2010) Using invention to change how students tackle problems. CBE-Life Sci Educ 9(4):504–512CrossRef Taylor JL, Smith KM, van Stolk AP, Spiegelman GB (2010) Using invention to change how students tackle problems. CBE-Life Sci Educ 9(4):504–512CrossRef
go back to reference Tobias S, Duffy TM (eds) (2009) Constructivist instruction: success or failure? Taylor and Francis, New York Tobias S, Duffy TM (eds) (2009) Constructivist instruction: success or failure? Taylor and Francis, New York
go back to reference Wise AF, O’Neill DK (2009) Beyond “more” versus “less”: a reframing of the debate on instructional guidance. In: Tobias S, Duffy TM (eds) Constructivist instruction: success or failure? Routledge, Taylor and Francis, New York, pp 82–105 Wise AF, O’Neill DK (2009) Beyond “more” versus “less”: a reframing of the debate on instructional guidance. In: Tobias S, Duffy TM (eds) Constructivist instruction: success or failure? Routledge, Taylor and Francis, New York, pp 82–105
Metadata
Title
Invention Versus Direct Instruction: For Some Content, It’s a Tie
Authors
Catherine C. Chase
David Klahr
Publication date
19-07-2017
Publisher
Springer Netherlands
Published in
Journal of Science Education and Technology / Issue 6/2017
Print ISSN: 1059-0145
Electronic ISSN: 1573-1839
DOI
https://doi.org/10.1007/s10956-017-9700-6

Other articles of this Issue 6/2017

Journal of Science Education and Technology 6/2017 Go to the issue

Premium Partners