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ECCIXII – Panel 4 – Creativity and
     Innovation Measures


Developing Scales for Product
Creativity and Organisational
          Innovation

 Associate Professor David Cropley
       david.cropley@unisa.edu.au
Introduction
Creativity: the ability to produce outcomes
that are novel, high in quality and
appropriate to the task.
Outcomes = products, services, systems,
processes.
Creative products drive innovation.
How do we measure creativity in products?
How do we measure an organisation’s
innovation?
Generic Innovation Process


         Idea
                                                  ?
      Generation


                            Opportunity
                            Recognition
?
                                          Development

                  Idea
               Evaluation
                                                              Commercialization



           Invention (creativity)
                                                        Exploitation




                                           Based on Luecke & Katz, 2003,
                                           Managing Creativity and Innovation,
                                           Harvard Business School Press
Measuring Product Creativity
Indirect measurement, global
judgement/criterion-based measurement.
Can be domain-general or domain-specific.
Rating Scales:
  Creative Product Semantic Scale (CPSS)
  Student Product Assessment Form (SPAF)
Expert Judgement:
  Consensual Assessment Technique (CAT)
Indicators of Creativity
What observable characteristics of products
exist?
“Novelty”, “effectiveness”, “elegance” are
constructs, in the same sense as
“intelligence”.
What do we actually measure, and how, that
tell us something about these constructs?
Indicators = observable characteristics.
Indicators of Creativity

There are a variety of existing models,
scales and other “measures” of creativity.
Our research draws on a cross-section of
these to find indicators for the four
characteristics: effectiveness, novelty,
elegance and genesis.
Criterion of Creativity    Kind of Solution          Property of the Solution                                        Indicator
                                                                                          CORRECTNESS (the solution accurately reflects conventional
                                                                                          knowledge and/or techniques)
Relevance & Effectiveness       Routine        Solution displays knowledge of existing    PERFORMANCE (the solution does what it is supposed to do)
                                                 facts and principles and satisfies the   APPROPRIATENESS (the solution fits within task constraints)
                                                requirement in the problem statement
                                                                                          OPERABILITY (the solution is easy to use)
                                                                                          SAFETY (the solution is safe to use)
                                                                                          DURABILITY (the solution is reasonably strong)
                                                                                          DIAGNOSIS (the solution draws attention to shortcomings in other
                                                                                          existing solutions)
        Novelty                 Original          Problematization (solution draws        PRESCRIPTION (the solution shows how existing solutions could be
                                                                                          improved)
                                                attention to problems in what already     PROGNOSIS (the solution helps the beholder to anticipate likely effects
                                                                exists)                   of changes)
                                                                                          REPLICATION (the solution uses existing knowledge to generate
                                                                                          novelty)
                                                Solution adds to existing knowledge       COMBINATION (the solution makes use of new mixture(s) of existing
                                                                                          elements)
                                                                                          INCREMENTATION (the solution extends the known in an existing
                                                                                          direction)
                                                                                          REDIRECTION (the solution shows how to extend the known in a new
                                                                                          direction)
                                                 Solution develops new knowledge          RECONSTRUCTION (the solution shows that an approach previously
                                                                                          abandoned is still useful)
                                                                                          REINITIATION (the solution indicates a radically new approach)

                                                                                          REDEFINITION (the solution helps the beholder see new and different
                                                                                          ways of using the solution)
                                                                                          GENERATION (the solution offers a fundamentally new perspective on
                                                                                          possible solutions)
                                                                                          RECOGNITION (the beholder sees at once that the solution “makes
                                                                                          sense”)
        Elegance                Elegant         Solution strikes observers as beautiful   CONVINCINGNESS (the beholder sees the solution as skillfully
                                                         (external elegance)              executed, well-finished)
                                                                                          PLEASINGNESS (the beholder finds the solution neat, well done)

                                                                                          COMPLETENESS (the solution is well worked out and “rounded”)

                                               Solution is well worked out and hangs      GRACEFULNESS (the solution well-proportioned, nicely formed)
                                                    together (internal elegance)          HARMONIOUSNESS (the elements of the solution fit together in a
                                                                                          consistent way)
                                                                                          SUSTAINABILITY (the solution is environmentally friendly)

                                                                                          FOUNDATIONALITY (the solution suggests a novel basis for further
                                                                                          work)
        Genesis                Innovative        Ideas in the solution go beyond the      TRANSFERABILITY (the solution offers ideas for solving apparently
                                                         immediate situation              unrelated problems)
                                                                                          GERMINALITY (the solution suggests new ways of looking at existing
                                                                                          problems)
                                                                                          SEMINALITY (the solution draws attention to previously unnoticed
                                                                                          problems)
                                                                                          VISION (the solution suggests new norms for judging other solutions-
                                                                                          existing or new)
                                                                                          PATHFINDING (the solution opens up a new conceptualization of the
                                                                                          issues)
Recognising Creativity

Regardless of the indicators chosen, and
their theoretical basis, a key point is that
they need to be recognisable to observers.
In other words, if I define “incrementation”
(the solution extends the known in an
existing direction) as an indicator of
novelty, can a person recognise that quality
in a product?
Recognising Creativity

There are several ways that we can
determine if these indicators are
recognisable by observers.
  Obvious is: give them to people and ask them
  to use them.
Over the last 12 months my research has
shown that the CSDS scale is highly reliable
and valid measure of product creativity.
Why Measure Product Creativity?

What benefits derive from an ability to
measure the creativity of products?
What advantages does the CSDS have over
other less differentiated measures?
Measuring Organisational Innovation
Organisational Innovation occurs across a
series of phases.
What happens in each phase is determined
by at least six cognitive, social and
psychological dimensions.
If we put these together, we have a model of
the innovation process.
Innovation Phase Model
                                                             Invention                                              Exploitation

                        Phase   Preparation    Activation     Generation     Illumination      Verification       Communication        Validation
                                Knowledge,      Problem          Many      A few promising   A single optimal   A working prototype   A successful
                                  problem      definition,    candidate        solutions         solution                              ‘product’
  Dimension         Poles       recognition
                                              refinement       solutions

                                Convergent                                  Convergent        Convergent                              Convergent
                 Convergent
     Process
                      vs                                                                                              Mixed
Thinking Style
                  Divergent
                                              Divergent       Divergent

                  Reactive                                                                                           Reactive          Reactive
   Motivation        vs           Mixed                                                          Mixed
                  Proactive
                                              Proactive       Proactive      Proactive
                                 Adaptive                                                       Adaptive             Adaptive          Adaptive
                  Adaptive
    Personal
                     vs
   Properties
                 Innovative
                                              Innovative      Innovative     Innovative
                                Conserving                                                    Conserving           Conserving         Conserving
                 Conserving
     Feelings        vs
                 Generative
                                              Generative      Generative    Generative
                                 Routine                                                        Routine              Routine           Routine
                  Routine
      Product
                     vs
 Phase output
                  Creative
                                               Creative        Creative       Creative
                                   High                                                           High                 High              High
         Press   High Demand
Organisational        vs
       climate   Low Demand
                                                 Low             Low            Low
Innovation Phase Model

A key feature of this model that
distinguishes it from other models of
innovation is the dynamic pattern of
dimensions that facilitate innovation in any
given phase.
What’s good for innovation in one phase
may actually inhibit innovation in another
phase.
Innovation Phase Model
                                                             Invention                                              Exploitation

                        Phase   Preparation    Activation     Generation     Illumination      Verification       Communication        Validation
                                Knowledge,      Problem          Many      A few promising   A single optimal   A working prototype   A successful
                                  problem      definition,    candidate        solutions         solution                              ‘product’
  Dimension         Poles       recognition
                                              refinement       solutions

                                Convergent                                  Convergent        Convergent                              Convergent
                 Convergent
     Process
                      vs                                                                                              Mixed
Thinking Style
                  Divergent
                                              Divergent       Divergent

                  Reactive                                                                                           Reactive          Reactive
   Motivation        vs           Mixed                                                          Mixed
                  Proactive
                                              Proactive       Proactive      Proactive
                                 Adaptive                                                       Adaptive             Adaptive          Adaptive
                  Adaptive
    Personal
                     vs
   Properties
                 Innovative
                                              Innovative      Innovative     Innovative
                                Conserving                                                    Conserving           Conserving         Conserving
                 Conserving
     Feelings        vs
                 Generative
                                              Generative      Generative    Generative
                                 Routine                                                        Routine              Routine           Routine
                  Routine
      Product
                     vs
 Phase output
                  Creative
                                               Creative        Creative       Creative
                                   High                                                           High                 High              High
         Press   High Demand
Organisational        vs
       climate   Low Demand
                                                 Low             Low            Low
The Innovation Phase Assessment
       Instrument (IPAI)
The IPAI is an instrument that is based on
the Innovation Phase Model presented here.
Currently uses 168 questions (7 phases, 6
dimensions, and 4 questions per node) to
assess an organisation’s profile.
Strengths and weaknesses identified and
serve as the basis for fostering and
improving organisational innovation.
IPAI
The questions are all preceded by the stem “In
this organisation...”
  “... staff avoid novel solutions to problems.”
  “... staff produce lots of ideas.”
Each question is compared to the theoretical
“ideal” answer.
This results in a score /168. The higher, the
more aligned is the organisation to the ideal
profile for facilitating innovation in all
phases.
IPAI Output Example
                                                                                                                                  lo                          19.01   17.68       16.34

                                                                                                                                  hi                                  19.01       17.68   16.34

                                                   Prep    Act     Gen     Illm    Veri    Comm        Val                                                S           O       T           W

                                   Process         2.59    2.88    1.88    2.59    3.12    1.94        2.35                               17.35

                                  Motivation       2.29    3.24    2.65    3.35    3.82    3.35        1.41                               20.12

                                  Pers Props       2.59    1.82    2.12    2.41    2.41    3.24        2.76                               17.35

                                   Feelings        2.06    2.65    2.94    2.00    2.94    2.71        2.06                               17.35

                                  Products         2.18    2.65    2.24    2.82    2.82    3.47        1.65                               17.82

relative SWOT                       Press          2.24    2.24    1.41    2.18    2.35    2.94        2.71                               16.06

                                                                                                                                          17.68 col avg

        lo           hi                            13.94   15.47   13.24   15.35   17.47   17.65      12.94               15.15        106.06     total

             17.06                             S                                                                    row avg

             15.15        17.06                O

             13.25        15.15                T

                          13.25                W

                                                                                                   Std dev Row

                                                                                                             1.90



                                                                                                   st dev col

                                                                                                             1.34
IPAI Analysis
The IPAI allows us to examine an
organisation, or a unit with an organisation,
at one of four levels:
  Overall profile – e.g. IPAI score = 110/168
  By phase – e.g. Verification strong, but
  Generation weak (in relative terms).
  By dimension – e.g. Motivation strong, but
  Press weak.
  By node – e.g. Gen/Press node weak, Ver/Mot
  node strong.
IPAI Analysis

We can then tailor diagnostic advice and
remedial action on the basis of the
organisation’s IPAI profile, resources and
objectives.
Let’s look again at the example…
IPAI Output Example
                                                                                                                                  lo                          19.01   17.68       16.34

                                                                                                                                  hi                                  19.01       17.68   16.34

                                                   Prep    Act     Gen     Illm    Veri    Comm        Val                                                S           O       T           W

                                   Process         2.59    2.88    1.88    2.59    3.12    1.94        2.35                               17.35

                                  Motivation       2.29    3.24    2.65    3.35    3.82    3.35        1.41                               20.12

                                  Pers Props       2.59    1.82    2.12    2.41    2.41    3.24        2.76                               17.35

                                   Feelings        2.06    2.65    2.94    2.00    2.94    2.71        2.06                               17.35

                                  Products         2.18    2.65    2.24    2.82    2.82    3.47        1.65                               17.82

relative SWOT                       Press          2.24    2.24    1.41    2.18    2.35    2.94        2.71                               16.06

                                                                                                                                          17.68 col avg

        lo           hi                            13.94   15.47   13.24   15.35   17.47   17.65      12.94               15.15        106.06     total

             17.06                             S                                                                    row avg

             15.15        17.06                O

             13.25        15.15                T



                          13.25                W

                                                                                                   Std dev Row

                                                                                                             1.90



                                                                                                   st dev col

                                                                                                             1.34
IPAI Analysis
Overall profile (106/168):
   “X” is moderately well-aligned to an ideal
    innovation profile. There is considerable room for
    improvement in a number of phases and dimensions,
    but…
By phase:
   X has distinct relative weaknesses in two phases:
    Generation and Validation. The ideal constellations
    for these two phases are almost diametrically
    opposite, suggesting that X must improve its ability
    to recognise which phase is active, at any given
    time, and adapt accordingly.
IPAI Analysis
By dimension:
  X’s greatest weakness is its organisational
   environment (Press). This appears to be particularly
   weak in the generation phase, which is consistent
   with the identified phase weakness. To improve
   organisational environment across the board, the
   following actions are recommended…
By node:
  X presents several individual nodes which stand out
   as blocks to effective innovation. The intersection of
   Generation/Press stands out as a weak node.
   Remedial action to address this weakness could…

                                                        22
Why Measure Org Innovation?

Improve outcomes.
Tailor/streamline activities to suit strengths.
Remedial action to address weaknesses.
Clarify goals and objectives.

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Developing Scales for Product Creativity and Organisational Innovation

  • 1. ECCIXII – Panel 4 – Creativity and Innovation Measures Developing Scales for Product Creativity and Organisational Innovation Associate Professor David Cropley david.cropley@unisa.edu.au
  • 2. Introduction Creativity: the ability to produce outcomes that are novel, high in quality and appropriate to the task. Outcomes = products, services, systems, processes. Creative products drive innovation. How do we measure creativity in products? How do we measure an organisation’s innovation?
  • 3. Generic Innovation Process Idea ? Generation Opportunity Recognition ? Development Idea Evaluation Commercialization Invention (creativity) Exploitation Based on Luecke & Katz, 2003, Managing Creativity and Innovation, Harvard Business School Press
  • 4. Measuring Product Creativity Indirect measurement, global judgement/criterion-based measurement. Can be domain-general or domain-specific. Rating Scales: Creative Product Semantic Scale (CPSS) Student Product Assessment Form (SPAF) Expert Judgement: Consensual Assessment Technique (CAT)
  • 5. Indicators of Creativity What observable characteristics of products exist? “Novelty”, “effectiveness”, “elegance” are constructs, in the same sense as “intelligence”. What do we actually measure, and how, that tell us something about these constructs? Indicators = observable characteristics.
  • 6. Indicators of Creativity There are a variety of existing models, scales and other “measures” of creativity. Our research draws on a cross-section of these to find indicators for the four characteristics: effectiveness, novelty, elegance and genesis.
  • 7. Criterion of Creativity Kind of Solution Property of the Solution Indicator CORRECTNESS (the solution accurately reflects conventional knowledge and/or techniques) Relevance & Effectiveness Routine Solution displays knowledge of existing PERFORMANCE (the solution does what it is supposed to do) facts and principles and satisfies the APPROPRIATENESS (the solution fits within task constraints) requirement in the problem statement OPERABILITY (the solution is easy to use) SAFETY (the solution is safe to use) DURABILITY (the solution is reasonably strong) DIAGNOSIS (the solution draws attention to shortcomings in other existing solutions) Novelty Original Problematization (solution draws PRESCRIPTION (the solution shows how existing solutions could be improved) attention to problems in what already PROGNOSIS (the solution helps the beholder to anticipate likely effects exists) of changes) REPLICATION (the solution uses existing knowledge to generate novelty) Solution adds to existing knowledge COMBINATION (the solution makes use of new mixture(s) of existing elements) INCREMENTATION (the solution extends the known in an existing direction) REDIRECTION (the solution shows how to extend the known in a new direction) Solution develops new knowledge RECONSTRUCTION (the solution shows that an approach previously abandoned is still useful) REINITIATION (the solution indicates a radically new approach) REDEFINITION (the solution helps the beholder see new and different ways of using the solution) GENERATION (the solution offers a fundamentally new perspective on possible solutions) RECOGNITION (the beholder sees at once that the solution “makes sense”) Elegance Elegant Solution strikes observers as beautiful CONVINCINGNESS (the beholder sees the solution as skillfully (external elegance) executed, well-finished) PLEASINGNESS (the beholder finds the solution neat, well done) COMPLETENESS (the solution is well worked out and “rounded”) Solution is well worked out and hangs GRACEFULNESS (the solution well-proportioned, nicely formed) together (internal elegance) HARMONIOUSNESS (the elements of the solution fit together in a consistent way) SUSTAINABILITY (the solution is environmentally friendly) FOUNDATIONALITY (the solution suggests a novel basis for further work) Genesis Innovative Ideas in the solution go beyond the TRANSFERABILITY (the solution offers ideas for solving apparently immediate situation unrelated problems) GERMINALITY (the solution suggests new ways of looking at existing problems) SEMINALITY (the solution draws attention to previously unnoticed problems) VISION (the solution suggests new norms for judging other solutions- existing or new) PATHFINDING (the solution opens up a new conceptualization of the issues)
  • 8. Recognising Creativity Regardless of the indicators chosen, and their theoretical basis, a key point is that they need to be recognisable to observers. In other words, if I define “incrementation” (the solution extends the known in an existing direction) as an indicator of novelty, can a person recognise that quality in a product?
  • 9. Recognising Creativity There are several ways that we can determine if these indicators are recognisable by observers. Obvious is: give them to people and ask them to use them. Over the last 12 months my research has shown that the CSDS scale is highly reliable and valid measure of product creativity.
  • 10. Why Measure Product Creativity? What benefits derive from an ability to measure the creativity of products? What advantages does the CSDS have over other less differentiated measures?
  • 11. Measuring Organisational Innovation Organisational Innovation occurs across a series of phases. What happens in each phase is determined by at least six cognitive, social and psychological dimensions. If we put these together, we have a model of the innovation process.
  • 12. Innovation Phase Model Invention Exploitation Phase Preparation Activation Generation Illumination Verification Communication Validation Knowledge, Problem Many A few promising A single optimal A working prototype A successful problem definition, candidate solutions solution ‘product’ Dimension Poles recognition refinement solutions Convergent Convergent Convergent Convergent Convergent Process vs Mixed Thinking Style Divergent Divergent Divergent Reactive Reactive Reactive Motivation vs Mixed Mixed Proactive Proactive Proactive Proactive Adaptive Adaptive Adaptive Adaptive Adaptive Personal vs Properties Innovative Innovative Innovative Innovative Conserving Conserving Conserving Conserving Conserving Feelings vs Generative Generative Generative Generative Routine Routine Routine Routine Routine Product vs Phase output Creative Creative Creative Creative High High High High Press High Demand Organisational vs climate Low Demand Low Low Low
  • 13. Innovation Phase Model A key feature of this model that distinguishes it from other models of innovation is the dynamic pattern of dimensions that facilitate innovation in any given phase. What’s good for innovation in one phase may actually inhibit innovation in another phase.
  • 14. Innovation Phase Model Invention Exploitation Phase Preparation Activation Generation Illumination Verification Communication Validation Knowledge, Problem Many A few promising A single optimal A working prototype A successful problem definition, candidate solutions solution ‘product’ Dimension Poles recognition refinement solutions Convergent Convergent Convergent Convergent Convergent Process vs Mixed Thinking Style Divergent Divergent Divergent Reactive Reactive Reactive Motivation vs Mixed Mixed Proactive Proactive Proactive Proactive Adaptive Adaptive Adaptive Adaptive Adaptive Personal vs Properties Innovative Innovative Innovative Innovative Conserving Conserving Conserving Conserving Conserving Feelings vs Generative Generative Generative Generative Routine Routine Routine Routine Routine Product vs Phase output Creative Creative Creative Creative High High High High Press High Demand Organisational vs climate Low Demand Low Low Low
  • 15. The Innovation Phase Assessment Instrument (IPAI) The IPAI is an instrument that is based on the Innovation Phase Model presented here. Currently uses 168 questions (7 phases, 6 dimensions, and 4 questions per node) to assess an organisation’s profile. Strengths and weaknesses identified and serve as the basis for fostering and improving organisational innovation.
  • 16. IPAI The questions are all preceded by the stem “In this organisation...” “... staff avoid novel solutions to problems.” “... staff produce lots of ideas.” Each question is compared to the theoretical “ideal” answer. This results in a score /168. The higher, the more aligned is the organisation to the ideal profile for facilitating innovation in all phases.
  • 17. IPAI Output Example lo 19.01 17.68 16.34 hi 19.01 17.68 16.34 Prep Act Gen Illm Veri Comm Val S O T W Process 2.59 2.88 1.88 2.59 3.12 1.94 2.35 17.35 Motivation 2.29 3.24 2.65 3.35 3.82 3.35 1.41 20.12 Pers Props 2.59 1.82 2.12 2.41 2.41 3.24 2.76 17.35 Feelings 2.06 2.65 2.94 2.00 2.94 2.71 2.06 17.35 Products 2.18 2.65 2.24 2.82 2.82 3.47 1.65 17.82 relative SWOT Press 2.24 2.24 1.41 2.18 2.35 2.94 2.71 16.06 17.68 col avg lo hi 13.94 15.47 13.24 15.35 17.47 17.65 12.94 15.15 106.06 total 17.06 S row avg 15.15 17.06 O 13.25 15.15 T 13.25 W Std dev Row 1.90 st dev col 1.34
  • 18. IPAI Analysis The IPAI allows us to examine an organisation, or a unit with an organisation, at one of four levels: Overall profile – e.g. IPAI score = 110/168 By phase – e.g. Verification strong, but Generation weak (in relative terms). By dimension – e.g. Motivation strong, but Press weak. By node – e.g. Gen/Press node weak, Ver/Mot node strong.
  • 19. IPAI Analysis We can then tailor diagnostic advice and remedial action on the basis of the organisation’s IPAI profile, resources and objectives. Let’s look again at the example…
  • 20. IPAI Output Example lo 19.01 17.68 16.34 hi 19.01 17.68 16.34 Prep Act Gen Illm Veri Comm Val S O T W Process 2.59 2.88 1.88 2.59 3.12 1.94 2.35 17.35 Motivation 2.29 3.24 2.65 3.35 3.82 3.35 1.41 20.12 Pers Props 2.59 1.82 2.12 2.41 2.41 3.24 2.76 17.35 Feelings 2.06 2.65 2.94 2.00 2.94 2.71 2.06 17.35 Products 2.18 2.65 2.24 2.82 2.82 3.47 1.65 17.82 relative SWOT Press 2.24 2.24 1.41 2.18 2.35 2.94 2.71 16.06 17.68 col avg lo hi 13.94 15.47 13.24 15.35 17.47 17.65 12.94 15.15 106.06 total 17.06 S row avg 15.15 17.06 O 13.25 15.15 T 13.25 W Std dev Row 1.90 st dev col 1.34
  • 21. IPAI Analysis Overall profile (106/168): “X” is moderately well-aligned to an ideal innovation profile. There is considerable room for improvement in a number of phases and dimensions, but… By phase: X has distinct relative weaknesses in two phases: Generation and Validation. The ideal constellations for these two phases are almost diametrically opposite, suggesting that X must improve its ability to recognise which phase is active, at any given time, and adapt accordingly.
  • 22. IPAI Analysis By dimension: X’s greatest weakness is its organisational environment (Press). This appears to be particularly weak in the generation phase, which is consistent with the identified phase weakness. To improve organisational environment across the board, the following actions are recommended… By node: X presents several individual nodes which stand out as blocks to effective innovation. The intersection of Generation/Press stands out as a weak node. Remedial action to address this weakness could… 22
  • 23. Why Measure Org Innovation? Improve outcomes. Tailor/streamline activities to suit strengths. Remedial action to address weaknesses. Clarify goals and objectives.