Interrupted: The roles of distributed effort and incubation in preventing fixation and generating problem solutions

Fixation on inappropriate concepts is a key barrier to problem solving. Previous research has shown that continuous work is likely to cause repeated retrieval of those concepts, resulting in increased fixation. Accordingly, distributing effort across problems through multiple, brief, and interlaced sessions (distributed effort) should prevent such fixation and in turn enhance problem solving. This study examined whether distributed effort can provide an advantage for problem solving, particularly for problems that can induce fixation (Experiment 1), and whether and how incubation can be combined with distributed effort to further enhance performance (Experiment 2). Remote Associates Test (RAT) problems were used as the problem-solving tasks. Half of them (i.e., misleading RAT) were more likely to mislead individuals to fixate on incorrect associates than the other half. Experiments revealed a superiority of distributed over massed effort on misleading RAT performance and a differing time course of incubation for the massed and distributed groups. We conclude that distributed effort facilitates problem solving, most likely via overcoming fixation. Cognitive mechanisms other than the commonly posited forgetting of inappropriate ideas may occur during incubation to facilitate problem solving. The experiments in this article offer support for the occurrence of spreading activation during incubation.

[1]  R. Bjork,et al.  Learning Concepts and Categories , 2008, Psychological science.

[2]  E. Bjork,et al.  Why interleaving enhances inductive learning: The roles of discrimination and retrieval , 2013, Memory & cognition.

[3]  D. Balota,et al.  The locus of word-frequency effects in the pronunciation task: Lexical access and/or production? ☆ , 1985 .

[4]  Edward M. Bowden,et al.  The right hemisphere maintains solution-related activation for yet-to-be-solved problems , 2000, Memory & cognition.

[5]  Ut Na Sio,et al.  The Role of an Incubation Period in Creative Problem Solving , 2007 .

[6]  Steven M. Smith,et al.  Incubation and the persistence of fixation in problem solving. , 1991, The American journal of psychology.

[7]  Allan Collins,et al.  A spreading-activation theory of semantic processing , 1975 .

[8]  K. Gilhooly,et al.  Differentiating insight from non-insight problems , 2005 .

[9]  Sally A. Linkenauger,et al.  Sleep promotes analogical transfer in problem solving , 2015, Cognition.

[10]  Shana K. Carpenter,et al.  Using Spacing to Enhance Diverse Forms of Learning: Review of Recent Research and Implications for Instruction , 2012 .

[11]  Edward M. Bowden,et al.  The Prepared Mind , 2006, Psychological science.

[12]  A. Dijksterhuis,et al.  A Theory of Unconscious Thought , 2006, Perspectives on psychological science : a journal of the Association for Psychological Science.

[13]  Adam D. Galinsky,et al.  PSYCHOLOGICAL SCIENCE Research Article The Merits of Unconscious Thought in Creativity , 2022 .

[14]  Wayne D. Gray,et al.  Forgetting to Remember: The Functional Relationship of Decay and Interference , 2002, Psychological science.

[15]  M. Scheerer,et al.  Problem Solving , 1967, Nature.

[16]  Ron Sun,et al.  Incubation, insight, and creative problem solving: a unified theory and a connectionist model. , 2010, Psychological review.

[17]  D. Cox,et al.  Analysis of Survival Data. , 1985 .

[18]  Colleen Seifert,et al.  Memory for impasses during problem solving , 1994, Memory & cognition.

[19]  Trina C. Kershaw,et al.  Multiple causes of difficulty in insight: the case of the nine-dot problem. , 2004, Journal of experimental psychology. Learning, memory, and cognition.

[20]  D E Meyer,et al.  Activation and metacognition of inaccessible stored information: potential bases for incubation effects in problem solving. , 1987, Journal of experimental psychology. Learning, memory, and cognition.

[21]  R. Schvaneveldt,et al.  Facilitation in recognizing pairs of words: evidence of a dependence between retrieval operations. , 1971, Journal of experimental psychology.

[22]  Edward M. Bowden,et al.  Aha! Insight experience correlates with solution activation in the right hemisphere , 2003, Psychonomic bulletin & review.

[23]  John R. Anderson,et al.  Practice and Forgetting Effects on Vocabulary Memory: An Activation-Based Model of the Spacing Effect , 2005, Cogn. Sci..

[24]  John R. Anderson A spreading activation theory of memory. , 1983 .

[25]  Janet E. Davidson,et al.  The psychology of problem solving , 2003 .

[26]  G. Wallas The art of thought , 1926 .

[27]  J. Wiley Expertise as mental set: The effects of domain knowledge in creative problem solving , 1998, Memory & cognition.

[28]  S. Mednick The associative basis of the creative process. , 1962, Psychological review.

[29]  J. Smallwood,et al.  Inspired by Distraction , 2012, Psychological science.

[30]  S. Ohlsson Information-processing explanations of insight and related phenomena , 1992 .

[31]  Chris Janiszewski,et al.  A Meta-analysis of the Spacing Effect in Verbal Learning: Implications for Research on Advertising Repetition and Consumer Memory , 2003 .

[32]  Allen Newell,et al.  Human Problem Solving. , 1973 .

[33]  Beverley Jane,et al.  ‘Enhancing the Creative Process for Learning in Primary Technology Education’ , 2006 .

[34]  B. Ross,et al.  Generalizing from the use of earlier examples in problem solving , 1990 .

[35]  Ellen Louise Medd The Effects of Facilitated Incubation on Fourth Graders' Creative Writing , 2002 .

[36]  G. Regehr,et al.  Intuition in the context of discovery , 1990, Cognitive Psychology.

[37]  Jarrod Moss,et al.  Is Insight Always the Same? A Protocol Analysis of Insight in Compound Remote Associate Problems , 2012, J. Probl. Solving.

[38]  Ut Na Sio,et al.  Does incubation enhance problem solving? A meta-analytic review. , 2009, Psychological bulletin.

[39]  T. Griffiths,et al.  Google and the Mind , 2007, Psychological science.

[40]  Kevin A. Smith,et al.  Multiply-constrained semantic search in the Remote Associates Test , 2013, Cognition.

[41]  Steven M. Smith The constraining effects of initial ideas. , 2003 .

[42]  Mark Jung-Beeman,et al.  Normative data for 144 compound remote associate problems , 2003, Behavior research methods, instruments, & computers : a journal of the Psychonomic Society, Inc.

[43]  Thomas A. Schreiber,et al.  The University of South Florida free association, rhyme, and word fragment norms , 2004, Behavior research methods, instruments, & computers : a journal of the Psychonomic Society, Inc.

[44]  A. Treisman,et al.  A feature-integration theory of attention , 1980, Cognitive Psychology.

[45]  R. Shepard,et al.  Mental Rotation of Three-Dimensional Objects , 1971, Science.

[46]  Edward M. Bowden,et al.  The origins of insight in resting-state brain activity , 2008, Neuropsychologia.

[47]  J. Landau,et al.  Conformity to Experimenter‐Provided Examples: Will People use an Unusual Feature? , 2004 .

[48]  Jonathan Cagan,et al.  The effect of incidental hints when problems are suspended before, during, or after an impasse. , 2011, Journal of experimental psychology. Learning, memory, and cognition.

[49]  J. Fleck,et al.  The use of verbal protocols as data: An analysis of insight in the candle problem , 2004, Memory & cognition.

[50]  Steven M. Smith Fixation, incubation, and insight in memory and creative thinking. , 1995 .

[51]  D. Balota,et al.  Depth of Automatic Spreading Activation: Mediated Priming Effects in Pronunciation but Not in Lexical Decision , 1986 .

[52]  B. Ross,et al.  Reminding-based category learning , 1990, Cognitive Psychology.