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Research Papers: Design Theory and Methodology

The Effects of Designers' Contextual Experience on the Ideation Process and Design Outcomes

[+] Author and Article Information
Wan-Lin Hu

School of Mechanical Engineering,
Purdue University,
West Lafayette, IN 47907
e-mail: hu188@purdue.edu

Tahira Reid

School of Mechanical Engineering,
Purdue University,
West Lafayette, IN 47907
e-mail: tahira@purdue.edu

1Corresponding author.

Contributed by the Design Theory and Methodology Committee of ASME for publication in the JOURNAL OF MECHANICAL DESIGN. Manuscript received October 30, 2017; final manuscript received June 6, 2018; published online July 30, 2018. Assoc. Editor: Harrison M. Kim.

J. Mech. Des 140(10), 101101 (Jul 30, 2018) (11 pages) Paper No: MD-17-1726; doi: 10.1115/1.4040625 History: Received October 30, 2017; Revised June 06, 2018

Personal context-specific experience can affect how a designer evaluates a design problem and proposes solutions. However, this effect was seldom discovered in a quantitative manner in problem-solving design tasks. This paper uses empirical evidence and quantitative methods to show the effects of novice designers' contextual experience on design tasks, particularly as it relates to the design process and design outcomes. Thirty-three people performed two design tasks while their cognitive states were assessed using electroencephalography (EEG). Moreover, the objective ratings (i.e., quantity, novelty and quality) from prospective users were analyzed to gauge the effect of contextual experience on design outcomes. Results suggest that during ideation, contextual experience has a negative effect on mental states associated with creativity and also on the novelty evaluations of the proposed solutions in the tested design tasks. This research advances the development of design methods for novice designers.

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References

Atman, C. J. , Adams, R. S. , Cardella, M. E. , Turns, J. , Mosborg, S. , and Saleem, J. , 2007, “ Engineering Design Processes: A Comparison of Students and Expert Practitioners,” J. Eng. Educ., 96(4), pp. 359–379. [CrossRef]
Ball, L. J. , Ormerod, T. C. , and Morley, N. J. , 2004, “ Spontaneous Analogising in Engineering Design: A Comparative Analysis of Experts and Novices,” Des. Stud., 25(5), pp. 495–508. [CrossRef]
Bonnardel, N. , and Marmèche, E. , 2004, “ Evocation Processes by Novice and Expert Designers: Towards Stimulating Analogical Thinking,” Creativity Innovation Manage., 13(3), pp. 176–186. [CrossRef]
Dixon, R. A. , 2011, “ Selected Core Thinking Skills and Cognitive Strategy of an Expert and Novice Engineer,” J. STEM Teach. Educ., 48(1), pp. 36–67. https://eric.ed.gov/?id=EJ952043
Kavakli, M. , and Gero, J. S. , 2002, “ The Structure of Concurrent Cognitive Actions: A Case Study on Novice and Expert Designers,” Des. Stud., 23(1), pp. 25–40. [CrossRef]
Casakin, H. , 2004, “ Visual Analogy as a Cognitive Strategy in the Design Process. Expert Versus Novice Performance,” J. Des. Res., 4(2), p. 124.
Cross, N. , 2004, “ Expertise in Design: An Overview,” Des. Stud., 25(5), pp. 427–441. [CrossRef]
Nonaka, I. , 1991, “ The Knowledge Creating Company,” Harvard Business Review, 69(6), pp. 96–104.
Morkos, B. , and Summers, J. D. , 2013, “ A Study of Designer Familiarity With Product and User During Requirement Elicitation,” Int. J. Comput. Aided Eng. Technol., 5(2/3), pp. 139–158. [CrossRef]
Seshadri, P. , and Reid, T. N. , 2015, “ Novice Engineers' Predisposition to Compassionate Design,” 20th International Conference on Engineering and Design (ICED 15), pp. 143–152.
Förster, J. , Friedman, R. S. , and Liberman, N. , 2004, “ Temporal Construal Effects on Abstract and Concrete Thinking: Consequences for Insight and Creative Cognition,” J. Pers. Soc. Psychol., 87(2), pp. 177–189. [CrossRef] [PubMed]
Jia, L. , Hirt, E. R. , and Karpen, S. C. , 2009, “ Lessons From a Faraway Land: The Effect of Spatial Distance on Creative Cognition,” J. Exp. Social Psychol., 45(5), pp. 1127–1131. [CrossRef]
Polman, E. , and Emich, K. J. , 2011, “ Decisions for Others Are More Creative Than Decisions for the Self,” Pers. Soc. Psychol. Bull., 37(4), pp. 492–501. [CrossRef] [PubMed]
IDEO, 2011, Human-Centered Design Toolkit: An Open-Source Toolkit to Inspire New Solutions in the Developing World, 2nd ed., Intrepid Dynamic Exoskeletal Orthosis, Palo Alto, CA.
Hanington, B. , 2003, “ Methods in the Making: A Perspective on the State of Human Research in Design,” Des. Issues, 19(4), pp. 9–18. [CrossRef]
Coleman, R. , Lebbon, C. , and Myerson, J. , 2003, “ Design and Empathy,” Inclusive Design, J. Clarkson , S. Keates , R. Coleman , and C. Lebbon , eds., Springer, London, Chap. 28, pp. 478–499. [CrossRef]
McDonagh, D. , and Thomas, J. , 2010, “ Disability + Relevant Design: Empathic Design Strategies Supporting More Effective New Product Design Outcomes,” Des. J., 13(2), pp. 180–198.
Norman, D. A. , and Verganti, R. , 2014, “ Incremental and Radical Innovation: Design Research vs. Technology and Meaning Change,” Des. Issues, 30(1), pp. 78–96. [CrossRef]
Vasconcelos, L. , Crilly, N. , Chen, C. , Campos, F. , and Kelner, J. , 2016, “ Whats the Benefit of Problem Exploration,” 14th International Design Conference (DESIGN 2016), pp. 89–98.
Hu, W.-L. , Booth, J. W. , and Reid, T. , 2017, “ The Relationship Between Design Outcomes and Mental States During Ideation,” ASME J. Mech. Des., 139(5), p. 051101. [CrossRef]
Nightingale, P. , 1998, “ A Cognitive Model of Innovation,” Res. Policy, 27(7), pp. 689–709. [CrossRef]
Wong, W. L. P. , and Radcliffe, D. F. , 2000, “ The Tacit Nature of Design Knowledge,” Technol. Anal. Strategic Manage., 12(4), pp. 493–512. [CrossRef]
Salter, A. , and Gann, D. , 2003, “ Sources of Ideas for Innovation in Engineering Design,” Res. Policy, 32(8), pp. 1309–1324. [CrossRef]
Woods, D. R. , 2000, “ An Evidence-Based Strategy for Problem Solving,” J. Eng. Educ., 89(4), pp. 443–459.
Ahmed, S. , Hacker, P. , and Wallace, K. , 2005, “ The Role of Knowledge and Experience in Engineering Design,” 15th International Conference on Engineering Design (ICED 05), Melbourne, Australia, Aug. 15–18.
Ahmed, S. , Wallace, K. M. , and Blessing, L. T. , 2003, “ Understanding the Differences Between How Novice and Experienced Designers Approach Design Tasks,” Res. Eng. Des., 14(1), pp. 1–11. [CrossRef]
Cross, N. , 2001, “ Design Cognition: Results From Protocol and Other Empirical Studies of Design Activity,” Design Knowing and Learning: Cognition in Design Education, C. Eastman , W. Newstetter , and M. McCracken , eds., Elsevier, Oxford, UK, Chap. 5, pp. 79–103. [CrossRef]
Mascitelli, R. , 2000, “ From Experience: Harnessing Tacit Knowledge to Achieve Breakthrough Innovation,” J. Prod. Innovation Manage., 17(3), pp. 179–193. [CrossRef]
Östberg, G. , 1994, “ What Goes on When a Designer Thinks?,” AI Soc., 8(1), pp. 45–59. [CrossRef]
Yen, J. , Liu, X. , and Hor Teh, S. , 1994, “ A Fuzzy Logic-Based Methodology for the Acquisition and Analysis of Imprecise Requirements,” Concurrent Eng.: Res. Appl., 2, pp. 265–277. [CrossRef]
Cross, N. , and Cross, A. C. , 1998, “ Expertise in Engineering Design,” Res. Eng. Des., 10(3), pp. 141–149. [CrossRef]
Hu, W.-L. , Booth, J. , and Reid, T. , 2015, “ Reducing Sketch Inhibition During Concept Generation: Psychophysiological Evidence of the Effect of Interventions,” ASME Paper No. DETC2015-47669.
Bradwell, P. , and Marr, S. , 2008, “ Making the Most of Collaboration an International Survey of Public Service Co-Design,” Demos, London, Technical Report No. 23. https://www.demos.co.uk/files/CollabWeb.pdf
RussoSpena, T. , Mele, C. , Russo Spena, T. , and Mele, C. , 2012, “ Five Cos in Innovating: A Practice Based View,” J. Serv. Manage., 23(4), pp. 527–553. [CrossRef]
Sanders, E. B.-N. , and Stappers, P. J. , 2008, “ Co-Creation and the New Landscapes of Design,” CoDesign, 4(1), pp. 5–18. [CrossRef]
Prahalad, C. K. , and Ramaswamy, V. , 2004, “ Co-Creation Experiences: The Next Practice in Value Creation,” J. Interact. Mark., 18(3), pp. 5–14. [CrossRef]
Mitchell, V. , Ross, T. , May, A. , Sims, R. , and Parker, C. , 2016, “ Empirical Investigation of the Impact of Using Co-Design Methods When Generating Proposals for Sustainable Travel Solutions,” CoDesign, 12(4), pp. 205–220. [CrossRef]
Witell, L. , Kristensson, P. , Gustafsson, A. , and Löfgren, M. , 2011, “ Idea Generation: Customer Cocreation Versus Traditional Market Research Techniques,” J. Serv. Manage., 22(2), pp. 140–159. [CrossRef]
Kristensson, P. , Magnusson, P. R. , and Matthing, J. , 2002, “ Users as a Hidden Resource for Creativity: Findings From an Experimental Study on User Involvement,” Creativity Innovation Manage., 11(1), pp. 55–61. [CrossRef]
Magnusson, P. R. , Matthing, J. , and Kristensson, P. , 2003, “ Managing User Involvement in Service Innovation: Experiments With Innovating End Users,” J. Serv. Res., 6(2), pp. 111–124. [CrossRef]
Magnusson, P. R. , 2003, “ Benefits of Involving Users in Service Innovation,” Eur. J. Innovation Manage., 6(4), pp. 228–238. [CrossRef]
Poetz, M. K. , and Schreier, M. , 2012, “ The Value of Crowdsourcing: Can Users Really Compete With Professionals in Generating New Product Ideas?,” J. Prod. Innovation Manage., 29(2), pp. 245–256. [CrossRef]
Johnson, D. G. , Genco, N. , Saunders, M. N. , Williams, P. , Seepersad, C. C. , and Hölttä-Otto, K. , 2014, “ An Experimental Investigation of the Effectiveness of Empathic Experience Design for Innovative Concept Generation,” ASME J. Mech. Des., 136(5), p. 051009. [CrossRef]
Kristensson, P. , and Magnusson, P. R. , 2010, “ Tuning Users' Innovativeness During Ideation,” Creativity Innovation Manage., 19(2), pp. 147–159. [CrossRef]
Ozkan, O. , and Dogan, F. , 2013, “ Cognitive Strategies of Analogical Reasoning in Design: Differences Between Expert and Novice Designers,” Des. Stud., 34(2), pp. 161–192. [CrossRef]
Bennett, R. C. , and Cooper, R. G. , 1981, “ The Misuse of Marketing: An American Tragedy,” Bus. Horiz., 24(6), pp. 51–61. [CrossRef]
Ulrich, K. T. , 2011, Design: Creation of Artifacts in Society, Trustees of the University of Pennsylvania, Philadelphia, PA.
Amabile, T. M. , 1998, How to Kill Creativity, Vol. 87, Harvard Business School Publishing, Boston, MA.
Trope, Y. , and Liberman, N. , 2010, “ Construal-Level Theory of Psychological Distance,” Psychol. Rev., 117(2), pp. 440–463. [CrossRef] [PubMed]
Shah, J. J. , Vargas-Hernandez, N. , and Smith, S. M. , 2003, “ Metrics for Measuring Ideation Effectiveness,” Des. Stud., 24(2), pp. 111–134. [CrossRef]
Steen, M. , Manschot, M. , and de Koning, N. , 2011, “ Benefits of Co-Design in Service Design Projects,” Int. J. Des., 5(2), pp. 53–60. http://publications.tno.nl/publication/100946/ebm9ll/steen-2011-benefits.pdf
Kudrowitz, B. M. , and Wallace, D. , 2013, “ Assessing the Quality of Ideas From Prolific, Early-Stage Product Ideation,” J. Eng. Des., 24(2), pp. 120–139. [CrossRef]
Fink, A. , and Neubauer, A. C. , 2006, “ EEG Alpha Oscillations During the Performance of Verbal Creativity Tasks: Differential Effects of Sex and Verbal Intelligence,” Int. J. Psychophysiol., 62(1), pp. 46–53. [CrossRef] [PubMed]
Martindale, C. , 1999, “ Biological Bases of Creativity,” Handbook of Creativity, Cambridge University Press, Cambridge, UK, pp. 137–152. [CrossRef]
Isen, A. M. , Daubman, K. , and Nowicki, G. , 1987, “ Positive Affect Facilitates Creative Problem Solving,” J. Pers. Soc. Psychol., 52(6), pp. 1122–1131. [CrossRef] [PubMed]
Baird, B. , Smallwood, J. , Mrazek, M. D. , Kam, J. W. Y. , Franklin, M. S. , and Schooler, J. W. , 2012, “ Inspired by Distraction: Mind Wandering Facilitates Creative Incubation,” Psychol. Sci., 23(10), pp. 1117–1122. [CrossRef] [PubMed]
Diamond, A. , 2013, “ Executive Functions,” Annu. Rev. Psychol., 64, pp. 135–168. [CrossRef] [PubMed]
Malenka, R. C. , Nestler, E. J. , and Hyman, S. E. , 2009, “ Higher Cognitive Function and Behavioral Control,” Molecular Neuropharmacology: A Foundation for Clinical Neuroscience, A , . Sydor , and R. Y. Brown , eds., 2nd ed., McGraw-Hill Medical, New York, Chap. 13, p. 318.
Runco, M. A. , and Chand, I. , 1995, “ Cognition and Creativity,” Educ. Psychol. Rev., 7(3), pp. 243–267. [CrossRef]
Ayaz, H. , Shewokis, P. A. , Bunce, S. , Izzetoglu, K. , Willems, B. , and Onaral, B. , 2012, “ Optical Brain Monitoring for Operator Training and Mental Workload Assessment,” Neuroimage, 59(1), pp. 36–47. [CrossRef] [PubMed]
Nguyen, T. A. , and Zeng, Y. , 2014, “ A Physiological Study of Relationship Between Designer's Mental Effort and Mental Stress During Conceptual Design,” Comput.-Aided Des., 54, pp. 3–18. [CrossRef]
Raviselvam, S. , Hölttä-Otto, K. , and Wood, K. L. , 2016, “ User Extreme Conditions to Enhance Designer Empathy and Creativity: Applications Using Visual Impairment,” ASME Paper No. DETC2016-59602.
Pahl, G. , and Beitz, W. , 2013, Engineering Design: A Systematic Approach, Springer Science & Business Media, Berlin. [PubMed] [PubMed]
Rohrbach, B. , 1969, “ Creative by Rules–Method 635, A New Technique for Solving Problems,” Absatzwirtschaft, 12, pp. 73–75.
Hairston, W. D. , Whitaker, K. W. , Ries, A. J. , Vettel, J. M. , Bradford, J. C. , Kerick, S. E. , McDowell, K. , David Hairston, W. , Whitaker, K. W. , Ries, A. J. , Vettel, J. M. , Cortney Bradford, J. , Kerick, S. E. , and McDowell, K. , 2014, “ Usability of Four Commercially-Oriented EEG Systems,” J. Neural Eng., 11 (4), p. 046018. [CrossRef] [PubMed]
Chlan, L. , 1998, “ Effectiveness of a Music Therapy Intervention on Relaxation and Anxiety for Patients Receiving Ventilatory Assistance,” Heart Lung: J. Acute Crit. Care, 27(3), pp. 169–176. [CrossRef]
Carroll, E. A. , and Latulipe, C. , 2012, “ Triangulating the Personal Creative Experience: Self-Report, External Judgments, and Physiology,” Proc. Graph. Interface, 2012, pp. 53–60. https://dl.acm.org/citation.cfm?id=2305286
Carroll, E. A. , 2013, “ Quantifying the Personal Creative Experience: Evaluation of Digital Creativity Support Tools Using Self-Report and Physiological Responses,” Ph.D. thesis, The University of North Carolina at Charlotte, Charlotte, NC.
Hocever, D. , 1979, “ The Development of the Creative Behavior Inventory (CBI),” Annual Meeting of the Rocky Mountain Psychological Association, ERIC No. ED170350 https://eric.ed.gov/?id=ED170350.
Berka, C. , Levendowski, D. J. , Cvetinovic, M. M. , Petrovic, M. M. , Davis, G. , Lumicao, M. N. , Zivkovic, V. T. , Popovic, M. V. , and Olmstead, R. , 2004, “ Real-Time Analysis of EEG Indexes of Alertness, Cognition, and Memory Acquired With a Wireless EEG Headset,” Int. J. Human-Comput. Interact., 17(2), pp. 151–170. [CrossRef]
Berka, C. , Levendowski, D. J. , Lumicao, M. N. , Yau, A. , Davis, G. , Zivkovic, V. T. , Olmstead, R. E. , Tremoulet, P. D. , and Craven, P. L. , 2007, “ EEG Correlates of Task Engagement and Mental Workload in Vigilance, Learning, and Memory Tasks,” Aviat., Space, Environ. Med., 78(5), pp. B231–B244. https://www.ingentaconnect.com/content/asma/asem/2007/00000078/a00105s1/art00032
de Guinea, A. O. , Titah, R. , and Léger, P.-M. , 2013, “ Measure for Measure: A Two Study Multi-Trait Multi-Method Investigation of Construct Validity in IS Research,” Comput. Human Behav., 29(3), pp. 833–844. [CrossRef]
Johnson, R. R. , Popovic, D. P. , Olmstead, R. E. , Stikic, M. , Levendowski, D. J. , and Berka, C. , 2011, “ Drowsiness/Alertness Algorithm Development and Validation Using Synchronized EEG and Cognitive Performance to Individualize a Generalized Model,” Biol. Psychol., 87(2), pp. 241–50. [CrossRef] [PubMed]
Ries, A. J. , Touryan, J. , Vettel, J. , McDowell, K. , and Hairston, W. D. , 2014, “ A Comparison of Electroencephalography Signals Acquired From Conventional and Mobile Systems,” J. Neurosci. Neuroeng., 3(1), pp. 10–20. [CrossRef]
Dinar, M. , Summers, J. D. , Shah, J. , and Park, Y-S. , 2016, “ Evaluation of Empirical Design Studies and Metrics,” Experimental Design Research, Springer, Berlin, pp. 13–39. [CrossRef]
Oman, S. K. , Tumer, I. Y. , Wood, K. , and Seepersad, C. , 2013, “ A Comparison of Creativity and Innovation Metrics and Sample Validation Through in-Class Design Projects,” Res. Eng. Des., 24(1), pp. 65–92. [CrossRef]
Reinig, B. , Briggs, R. , and Nunamaker, J. , 2007, “ On the Measurement of Ideation Quality,” J. Manage. Inf. Syst., 23(4), pp. 143–161. [CrossRef]
Kershaw, T. C. , Peterson, R. L. , McCarthy, M. A. , Young, A. P. , Seepersad, C. C. , Williams, P. T. , Hölttä-Otto, K. , and Bhowmick, S. , 2015, “ A Cross-Sectional and Longitudinal Examination of the Development of Innovation Capability in Undergraduate Engineering Students,” ASME Paper No. DETC2015-47650.
Charyton, C. , Jagacinski, R. J. , and Merrill, J. A. , 2008, “ CEDA: A Research Instrument for Creative Engineering Design Assessment,” Psychol. Aesthetics, Creativity, Arts, 2(3), pp. 147–154. [CrossRef]
Box, G. E. , and Cox, D. R. , 1964, “ An Analysis of Transformations,” J. R. Stat. Soc. Ser. B, 26(2), pp. 211–252.
Cohen, J. , 1988, Statistical Power Analysis for the Behavioral Sciences, 2nd ed., Erlbaum, Hillsdale, MI.
Restrepo, J. , and Christiaans, H. , 2004, “ Problem Structuring and Information Access in Design,” J. Des. Res., 4(2), pp. 1551–1569.
Eastman, C. , Newstetter, W. , and McCracken, M. , 2001, Design Knowing and Learning: Cognition in Design Education, Elsevier Science, New York.
Tobias, S. , 1994, “ Interest, Prior Knowledge, and Learning,” Rev. Educ. Res., 64(1), pp. 37–54. [CrossRef]
Tsenn, J. , Atilola, O. , McAdams, D. A. , and Linsey, J. S. , 2014, “ The Effects of Time and Incubation on Design Concept Generation,” Des. Stud., 35(5), pp. 500–526. [CrossRef]
Burnap, A. , Ren, Y. , Gerth, R. , Papazoglou, G. , Gonzalez, R. , and Papalambros, P. Y. , 2015, “ When Crowdsourcing Fails: A Study of Expertise on Crowdsourced Design Evaluation,” ASME J. Mech. Des., 137(3), p. 031101. [CrossRef]
Schreier, M. , Oberhauser, S. , and Prügl, R. , 2007, “ Lead Users and the Adoption and Diffusion of New Products: Insights From Two Extreme Sports Communities,” Mark. Lett., 18(1–2), pp. 15–30. [CrossRef]
Kudrowitz, B. , and Dippo, C. , 2013, “ When Does a Paper Clip Become a Sundial? Exploring the Progression of Originality in the Alternative Uses Test,” J. Integr. Des. Process Sci., 17(4), pp. 3–18. https://content.iospress.com/articles/journal-of-integrated-design-and-process-science/jid17-4-02
Liikkanen, L. A. , Björklund, T. A. , Hämäläinen, M. M. , and Koskinen, M. P. , 2009, “ Time Constraints in Design Idea Generation,” 17th International Conference on Engineering Design (ICED 09), Vol. 9, Palo Alto, CA, Aug. 24–27, pp. 81–90.

Figures

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Fig. 4

The decision tree used to determine the quality of each idea. Numbers at the end are the resulted ratings. The tree was adapted from Kershaw et al. [79].

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Fig. 3

The decision tree used to determine the novelty of each idea. Numbers at the end are the resulted ratings. The tree was adapted from Kershaw et al. [79].

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Fig. 2

A participant wearing the EEG headset on the head at the workstation used to conduct the study. The design task instruction and a timer are shown on the computer screen.

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Fig. 1

Experimental setup for discovering the effect of designers' contextual experience in the design task. Participants in group 1 reported having experience in car driving but having no experience in intercontinental travel in the past 5 years, which was opposite to participants in group 2. The effect on mental states was tested via a within-subject analysis (i.e., task 1 versus task 2), while the effect on design outcomes was tested via a between-subject analysis (i.e., group 1 versus group 2). Subgroups A and B counterbalanced possible ordering effects.

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Fig. 5

Examples of design solutions for the improving driving safety task generated by two participants. These examples are chosen arbitrarily to demonstrate different approaches participants used.

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Fig. 6

Examples of design solutions for the improving travel comfort task generated by different participants. These examples are chosen arbitrarily to demonstrate different approaches participants used.

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