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The Cost of Learning from Failures and Mistakes in Product Design: Reviewing the Literature

Published online by Cambridge University Press:  26 July 2019

Ali Shafqat*
Affiliation:
Norwegian University of Science and Technology;
Josef Oehmen
Affiliation:
Technical University of Denmark
Torgeir Welo
Affiliation:
Norwegian University of Science and Technology;
Pelle Willumsen
Affiliation:
Technical University of Denmark
*
Contact: Shafqat, Ali, Norwegian University of Science and Technology, Mechanical and Industrial Engineering, Norway, ali.shafqat@ntnu.no

Abstract

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In the design phase of product development (PD) process, most new products face significant uncertainties and risks. Uncertainty is typically associated with a lack of information, while learning is a process that acquires information. Therefore, learning fast and at low cost decreases the uncertainty and increases the efficiency of the product design phase. This paper investigates the concept of the cost of learning in PD's design phase. Reviewing the literature, we conceptualize the cost of learning and review the learning methods considering three aspects in the design phase of the PD process: (1) costs associated with learning from mistakes and failures, (2) learning methods and (3) categories of learners. This paper thus provides the conceptual foundations for future work to increase the efficiency of the PD process by reducing the cost of learning from mistakes and failures.

Type
Article
Creative Commons
Creative Common License - CCCreative Common License - BYCreative Common License - NCCreative Common License - ND
This is an Open Access article, distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives licence (http://creativecommons.org/licenses/by-nc-nd/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is unaltered and is properly cited. The written permission of Cambridge University Press must be obtained for commercial re-use or in order to create a derivative work.
Copyright
© The Author(s) 2019

References

Akgün, A.E., Lynn, G.S. and Yılmaz, C. (2006), “Learning process in new product development teams and effects on product success: A socio-cognitive perspective”, Industrial Marketing Management, Vol. 35 No. 2, pp. 210224. http://doi.org/10.1016/j.indmarman.2005.02.005Google Scholar
Anzanello, M.J. and Fogliatto, F.S. (2011), “Learning curve models and applications: Literature review and research directions”, International Journal of Industrial Ergonomics, Vol. 41 No. 5, pp. 573583. https://doi.org/10.1016/j.ergon.2011.05.001Google Scholar
Argyris, C. (1977), “Double loop learning in organizations”, Harvard Business Review, Vol. 55 No. 5, pp. 115125.Google Scholar
Argyris, C. and Schon, D.A. (1974), Theory in practice: Increasing professional effectiveness, Jossey-BassGoogle Scholar
Argyris, C. and Schön, D.A. (1997), “Organizational learning: A theory of action perspective”, Reis, No. 77/78, pp. 345348. https://doi.org/10.2307/40183951Google Scholar
Awny, M.M. (2006), “Product development strategy: a perspective of enterprises”, International Journal of Product Development, Vol. 3 No. 2, pp. 143151. https://doi.org/10.1504/ijpd.2006.009362Google Scholar
Barczak, G., Griffin, A. and Kahn, K.B. (2009), “Perspective: trends and drivers of success in NPD practices: results of the 2003 PDMA best practices study”, Journal of Product Innovation Management, Vol. 26 No. 1, pp. 323. https://doi.org/10.1111/j.1540-5885.2009.00331.xGoogle Scholar
Boylan, M. and Demack, S. (2018), “Innovation, evaluation design and typologies of professional learning”, Educational Research, Vol. 60 No. 3, pp. 336356. https://doi.org/10.1080/00131881.2018.1493352Google Scholar
Chauhan, A.S., Yadav, O.P., Soni, G. and Jain, R. (2017), “A holistic approach to manage risks in NPD process”, in Reliability and Maintainability Symposium (RAMS), 2017 Annual, IEEE, pp. 15. https://doi.org/10.1109/ram.2017.7889796Google Scholar
Cooper, L.P. (2003), “A research agenda to reduce risk in new product development through knowledge management: a practitioner perspective”, Journal of Engineering and Technology Management, Vol. 20 No. 1–2, pp. 117140. https://doi.org/10.1016/s0923-4748(03)00007-9Google Scholar
Cui, A.S., Chan, K. and Calantone, R. (2014), “The Learning Zone in New Product Development”, IEEE transactions on engineering management, Vol. 61 No. 4, pp. 690701. https://doi.org/10.1109/tem.2014.2331757Google Scholar
D'Este, P., Marzucchi, A. and Rentocchini, F. (2017), “Exploring and yet failing less: learning from past and current exploration in R&D”, Industrial and Corporate Change, Vol. 27 No. 3, pp. 525553. https://doi.org/10.1093/icc/dtx044Google Scholar
Dalmaz, A., Possamai, O. and Armstrong, A.J. (2015), “Methods of Learning in Product Development Contexts”, American Journal of Industrial and Business Management, Vol. 05 No. 11, pp. 699704. https://doi.org/10.4236/ajibm.2015.511069Google Scholar
Del Río, L., Barrio, S., Izcara, J. and Aranaga, S. (2014), “Development of optimized vacuum interrupters through virtual experimentation”, in Discharges and Electrical Insulation in Vacuum (ISDEIV), 2014 International Symposium on, IEEE, pp. 321323.Google Scholar
Denson, C.D., Buelin, J.K., Lammi, M.D. and D'Amico, S. (2015), “Developing Instrumentation for Assessing Creativity in Engineering Design”, Journal of Technology Education, Vol. 27 No. 1, pp. 2340. https://doi.org/10.1109/deiv.2014.6961684Google Scholar
Drupsteen, L. and Guldenmund, F.W. (2014), “What is learning? A review of the safety literature to define learning from incidents, accidents and disasters”, Journal of Contingencies and Crisis Management, Vol. 22 No. 2, pp. 8196. https://doi.org/10.1111/1468-5973.12039Google Scholar
Erichsen, J.A., Pedersen, A.L., Steinert, M. and Welo, T. (2016), “Using prototypes to leverage knowledge in product development: Examples from the automotive industry”, in Systems Conference (SysCon), 2016 Annual IEEE, IEEE, pp. 16. https://doi.org/10.1109/syscon.2016.7490586Google Scholar
Gourville, J.T. (2006), “Eager sellers & stony buyers”, Harvard Business Review, Vol. 84 No. 6, pp. 98106.Google Scholar
Henshall, E., Campean, F. and Rutter, B. (2017), “A systems approach to the development of enhanced learning for engineering systems design analysis”, Procedia CIRP, Vol. 60, pp. 530535. https://doi.org/10.1016/j.procir.2017.01.020Google Scholar
Kessler, E.H., Bierly, P.E. and Gopalakrishnan, S. (2000), “Internal vs. external learning in new product development: effects on speed, costs and competitive advantage”, R&d Management, Vol. 30 No. 3, pp. 213224. https://doi.org/10.1111/1467-9310.00172Google Scholar
Kolb, D.A. (2014), Experiential learning: Experience as the source of learning and development, FT pressGoogle Scholar
Leifer, L.J. and Steinert, M. (2011), “Dancing with ambiguity: Causality behavior, design thinking, and triple-loop-learning”, Information Knowledge Systems Management, Vol. 10 No. 1–4, pp. 151173. https://doi.org/10.1007/978-3-319-01056-4_11Google Scholar
Leonard-Barton, D. (1995), “Wellsprings of knowledge: Building and sustaining the sources of innovation”. Long Range Planning, Vol. 29 No. 6, p. 909. https://doi.org/10.1016/s0024-6301(97)82842-7Google Scholar
Lilly, B. and Porter, T. (2003), “Improvement reviews in new product development”, R&d Management, Vol. 33 No. 3, pp. 285296. https://doi.org/10.1111/1467-9310.00298Google Scholar
Lough, K.G., Stone, R. and Tumer, I.Y. (2009), “The risk in early design method”, Journal of Engineering Design, Vol. 20 No. 2, pp. 155173. https://doi.org/10.1080/09544820701684271Google Scholar
Lynn, G.S., Akgün, A.E. and Keskin, H. (2003), “Accelerated learning in new product development teams”, European Journal of Innovation Management, Vol. 6 No. 4, pp. 201212. https://doi.org/10.1108/14601060310500922Google Scholar
Lynn, G.S., Morone, J.G. and Paulson, A.S. (1996), “Marketing and Discontinuous Innovation: The Probe and Learn Process”, California management review, Vol. 38 No. 3, pp. 837. https://doi.org/10.2307/41165841Google Scholar
McClory, S., Read, M. and Labib, A. (2017), “Conceptualising the lessons-learned process in project management: Towards a triple-loop learning framework”, International Journal of Project Management, Vol. 35 No. 7, pp. 13221335. https://doi.org/10.1016/j.ijproman.2017.05.006Google Scholar
McKee, D. (1992), “An organizational learning approach to product innovation”, Journal of Product Innovation Management: An International Publication Of The Product Development & Management Association, Vol. 9 No. 3, pp. 232245. https://doi.org/10.1016/0737-6782(92)90033-9Google Scholar
Nembhard, D.A. and Uzumeri, M.V. (2000a), “Experiential learning and forgetting for manual and cognitive tasks”, International Journal of Industrial Ergonomics, Vol. 25 No. 4, pp. 315326. https://doi.org/10.1016/s0169-8141(99)00021-9Google Scholar
Nembhard, D.A. and Uzumeri, M.V. (2000b), “An individual-based description of learning within an organization”, IEEE transactions on engineering management, Vol. 47 No. 3, pp. 370378. https://doi.org/10.1109/17.865905Google Scholar
Nonaka, I. and Takeuchi, H. (1996), “The knowledge-creating company: How Japanese companies create the dynamics of innovation”, Long range planning, Vol. 4 No. 29, p. 592. https://doi.org/10.1016/s0048-7333(97)80234-xGoogle Scholar
Oehmen, J., Ben-Daya, M., Seering, W. and Al-Salamah, M. (2010), “Risk Management in Product Design: Current State, Conceptual Model and Future Research”, No. 44090, pp. 10331041. https://doi.org/10.1115/detc2010-28539Google Scholar
Oehmen, J., Olechowski, A., Robert Kenley, C. and Ben-Daya, M. (2014), “Analysis of the effect of risk management practices on the performance of new product development programs”, Technovation, Vol. 34 No. 8, pp. 441453. https://doi.org/10.1016/j.technovation.2013.12.005Google Scholar
Pananiswami, S. and Bishop, R.C. (1991), “Behavioral implications of the learning curve for production capacity analysis”, International Journal of Production Economics, Vol. 24 No. 1-2, pp. 157163. https://doi.org/10.1016/0925-5273(91)90162-mGoogle Scholar
Postrel, S. (2002), “Islands of shared knowledge: Specialization and mutual understanding in problem-solving teams”, Organization science, Vol. 13 No. 3, pp. 303320. https://doi.org/10.1287/orsc.13.3.303.2773Google Scholar
Saban, K., Lanasa, J., Lackman, C. and Peace, G. (2000), “Organizational learning: a critical component to new product development”, Journal of Product & Brand Management, Vol. 9 No. 2, pp. 99119. https://doi.org/10.1016/s0737-6782(00)00085-0Google Scholar
Schindler, M. and Eppler, M.J. (2003), “Harvesting project knowledge: a review of project learning methods and success factors”, International Journal of Project Management, Vol. 21 No. 3, pp. 219228.https://doi.org/10.1016/s0263-7863(02)00096-0Google Scholar
Schuh, G., Gartzen, T., Soucy-Bouchard, S. and Basse, F. (2017), “Enabling Agility in Product Development through an Adaptive Engineering Change Management”, Procedia CIRP, Vol. 63, pp. 342347. https://doi.org/10.1016/j.procir.2017.03.106Google Scholar
Schulze, A., Schmitt, P., Heinzen, M., Mayrl, P., Heller, D. and Boutellier, R. (2013), “Exploring the 4I framework of organisational learning in product development: value stream mapping as a facilitator”, International Journal of Computer Integrated Manufacturing, Vol. 26 No. 12, pp. 11361150. https://doi.org/10.1080/0951192x.2011.608724Google Scholar
Senge, P.M. (1991), “The fifth discipline, the art and practice of the learning organization”, Performance+ Instruction, Vol. 30 No. 5, pp. 3737. https://doi.org/10.1002/pfi.4170300510Google Scholar
Smite, D. and van Solingen, R. (2016), “What's the True Hourly Cost of Offshoring?”, IEEE Software, Vol. 33 No. 5, pp. 6070. https://doi.org/10.1109/ms.2015.82Google Scholar
Stosic, B., Mihic, M., Milutinovic, R. and Isljamovic, S. (2017), “Risk identification in product innovation projects: new perspectives and lessons learned”, Technology Analysis & Strategic Management, Vol. 29 No. 2, pp. 133148. https://doi.org/10.1080/09537325.2016.1210121Google Scholar
Ulrich, K. and Eppinger, S. (2015), Product Design and Development, McGraw-Hill Education https://books.google.no/books?id=UGrcoQEACAAJGoogle Scholar
Un, C.A. and Rodríguez, A. (2018), “Learning from R&D outsourcing vs. learning by R&D outsourcing”, Technovation, 72–73, pp. 2433. https://doi.org/10.1016/j.technovation.2017.12.003Google Scholar
Unger, D.W. and Eppinger, S.D. (2009), “Comparing product development processes and managing risk”, International Journal of Product Development, Vol. 8 No. 4. https://doi.org/10.1504/ijpd.2009.025253Google Scholar
Wu, J. and Wu, Z. (2014), “Integrated risk management and product innovation in China: The moderating role of board of directors”, Technovation, Vol. 34 No. 8, pp. 466476. https://doi.org/10.1016/j.technovation.2013.11.006Google Scholar
Fu Yuan, Q., Ping Chui, Y. and Helander, G.M. (2006), “Knowledge identification and management in product design”, Journal of Knowledge Management, Vol. 10 No. 6, pp. 5063. https://doi.org/10.1108/13673270610709215Google Scholar