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60 years of creativity in
business organisations
Ricardo Sosa, Pete Rive, Andy Connor
http://www.drs2016.org/286
Randall, F. D. (1955) Stimulate your executives to think creatively. Harvard Business Review, 33(4), p121-128.
The Evolution of Office Design: http://www.morganlovell.co.uk/articles/the-evolution-of-office-design
Creative Office. 5 Ways to Build an Inspiring Environment: www.inproma.biz/creative-office-part-2-5-ways-to-build-an-inspiring-environment
A Bruising Workplace: www.nytimes.com/2015/08/16/technology/inside-amazon-wrestling-big-ideas-in-a-bruising-workplace.html
“Five outstanding individuals… or 500?”
A few obvious* questions:
◌ A ‘creative class’ or a creative atmosphere? When?
◌ What individual and group behaviours nurture creativity?
◌ How may new ideas be selected and implemented?
◌ What conditions favour marginal or radical ideas?
◌ How to manage team size across stages?
◌ What information and decision structures?
Sosa, R. & Connor, A. (2015) A computational intuition pump to examine group creativity: building on the ideas of others.
International Association of Societies of Design Research IASDR 2015, Brisbane, Australia.
Sosa, R. (2016) Computational Modelling of Teamwork in Design. Experimental Design Research, pp. 173-186. Springer
Group creativity: essential models
Extensions to the Axelrod model:
◌ Individual dissent in group convergence (low prob)
◌ Two types of agent interaction: idea-giving and idea-taking
◌ Degree of dissent: from marginal to radical changes
This paper: parameter sweep of agent interaction and degree of
dissent with 9 agents, 10 features, 10 traits…
◌ Dependent variable: collective changes triggered by individual
dissent (‘revolutions’)
Pumping intuitions…
Computational models to help us think
Increased participation has a marginal effect (or may even have a
negative effect) when dissent is incremental, but it has significant
positive effects when dissent is radical
Wider participation may only matter
when team members are allowed/able
to make bold contributions.
If efforts are put on increasing participation that
yields incremental ideas, then not only the
levels of group creativity may fail to increase,
they may actually decrease.
Diminishing returns for group participation: adding more 'idea-
giving' agents brings a significant increase in group revolutions only
when participation is low, and it slows down thereafter
The management of creative groups: to
continuously shape strategies & resources
to balance participation with risk
Dilemma: efficiency/exploration
Dilemma: participation levels
Dilemma: idea-giving/idea-taking
Dilemma: incremental/radical
60 years of creativity in
business organisations
Ricardo Sosa, Pete Rive, Andy Connor
http://www.drs2016.org/286

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60 years of creativity in business organizations

  • 1. 60 years of creativity in business organisations Ricardo Sosa, Pete Rive, Andy Connor http://www.drs2016.org/286
  • 2. Randall, F. D. (1955) Stimulate your executives to think creatively. Harvard Business Review, 33(4), p121-128.
  • 3. The Evolution of Office Design: http://www.morganlovell.co.uk/articles/the-evolution-of-office-design
  • 4. Creative Office. 5 Ways to Build an Inspiring Environment: www.inproma.biz/creative-office-part-2-5-ways-to-build-an-inspiring-environment
  • 5.
  • 6. A Bruising Workplace: www.nytimes.com/2015/08/16/technology/inside-amazon-wrestling-big-ideas-in-a-bruising-workplace.html
  • 7.
  • 8. “Five outstanding individuals… or 500?” A few obvious* questions: ◌ A ‘creative class’ or a creative atmosphere? When? ◌ What individual and group behaviours nurture creativity? ◌ How may new ideas be selected and implemented? ◌ What conditions favour marginal or radical ideas? ◌ How to manage team size across stages? ◌ What information and decision structures?
  • 9. Sosa, R. & Connor, A. (2015) A computational intuition pump to examine group creativity: building on the ideas of others. International Association of Societies of Design Research IASDR 2015, Brisbane, Australia.
  • 10. Sosa, R. (2016) Computational Modelling of Teamwork in Design. Experimental Design Research, pp. 173-186. Springer
  • 11. Group creativity: essential models Extensions to the Axelrod model: ◌ Individual dissent in group convergence (low prob) ◌ Two types of agent interaction: idea-giving and idea-taking ◌ Degree of dissent: from marginal to radical changes This paper: parameter sweep of agent interaction and degree of dissent with 9 agents, 10 features, 10 traits… ◌ Dependent variable: collective changes triggered by individual dissent (‘revolutions’)
  • 13. Increased participation has a marginal effect (or may even have a negative effect) when dissent is incremental, but it has significant positive effects when dissent is radical
  • 14. Wider participation may only matter when team members are allowed/able to make bold contributions. If efforts are put on increasing participation that yields incremental ideas, then not only the levels of group creativity may fail to increase, they may actually decrease.
  • 15.
  • 16. Diminishing returns for group participation: adding more 'idea- giving' agents brings a significant increase in group revolutions only when participation is low, and it slows down thereafter
  • 17. The management of creative groups: to continuously shape strategies & resources to balance participation with risk
  • 18. Dilemma: efficiency/exploration Dilemma: participation levels Dilemma: idea-giving/idea-taking Dilemma: incremental/radical
  • 19. 60 years of creativity in business organisations Ricardo Sosa, Pete Rive, Andy Connor http://www.drs2016.org/286