Creativity Research: Bibliography for Instrument Design

Compiled: August 5, 2026 · Status: published research base

Purpose: Ground the creativity instruments (AUT divergent thinking, CPSS problem-solving style, ECI everyday creativity, CAI creative achievement) in the canonical creativity-research literature, and document which claims the battery can and cannot support.

Companion documents on this site: the morality bibliography and the ZK feasibility memo. The litepaper summarizes the instruments themselves.

0. How to read this bibliography

Entries link to the publisher's record via DOI or ISBN wherever one exists, so every bibliographic detail can be checked directly. Where an annotation draws on secondary sources rather than the full text, the entry or section says so; the one standing case is the Kirton tradition (§3.3). No citations have been fabricated.

1. Tier 1: Read first (most directly applicable to our battery design)

These eight references are the highest-priority reading for whoever authors the AUT, Problem-Solving Style, Everyday Creativity, and CAI instruments.

1.1 Kaufman, Plucker & Baer (2008): Essentials of Creativity Assessment

Full citation: Kaufman, J. C., Plucker, J. A., & Baer, J. (2008). Essentials of Creativity Assessment. Wiley.
Why it matters: Practical comparative guide to every major creativity instrument (TTCT, AUT, CAQ, Gough CPS, CAT, self-report questionnaires). The single most directly applicable book for our build-vs-replica decisions per dimension.
Single biggest contribution to our design: Lets us make explicit build-vs-buy decisions per instrument, with attention to administration procedure, scoring rules, and known psychometric limits.

1.2 Runco & Pritzker (Eds.) (2020): Encyclopedia of Creativity (3rd ed.)

Full citation: Runco, M. A., & Pritzker, S. R. (Eds.). (2020). Encyclopedia of Creativity (3rd ed., 2 vols.). Academic Press / Elsevier. ISBN 978-0-12-815614-8.
Why it matters: 232 chapters across 2 volumes; the definitive encyclopedic reference. Per the Elsevier publisher page, coverage includes dedicated chapters on "Measurement: Computerized Creativity Testing and Scoring," "Measurement: Creative Products," "Measurement: Self-Report Creativity," "Consensual Assessment," "Divergent Thinking," "Testing/Measurement/Assessment," "Four Ps of Creativity," "Personality: Creative Self-Efficacy," "Everyday Creativity," and "Systems Theories."
Single biggest contribution: A single source covering every construct in our battery. The table of contents literally maps onto our dimensions. This is the all-source map for the design phase.

1.3 Carson, Peterson & Higgins (2005): CAQ foundational paper

Full citation: Carson, S. H., Peterson, J. B., & Higgins, D. M. (2005). "Reliability, Validity, and Factor Structure of the Creative Achievement Questionnaire." Creativity Research Journal 17(1): 37–50. DOI: 10.1207/s15326934crj1701_4
Open-access status: Items reproduced in the published paper; widely treated as research-usable with attribution. Items have been hosted on Shelley Carson's Harvard academic page.
Why it matters: Foundational paper for the CAQ: 96 items, 10 domains, 0–7 scale. Our CAI is a 13-domain × 10-level structural divergence from this.
Single biggest contribution: The validated item structure our CAI is designed to diverge from.

1.4 Kaufman & Beghetto (2009): Four C Model

Full citation: Kaufman, J. C., & Beghetto, R. A. (2009). "Beyond Big and Little: The Four C Model of Creativity." Review of General Psychology 13(1): 1–12. DOI: 10.1037/a0013688
Why it matters: Originating paper for the 4C model: expands the traditional Big-C / little-c dichotomy by adding mini-c (personally transformative learning) and Pro-c (professional-level creative achievement that has not yet had historical impact).
Single biggest contribution: Defensible four-level taxonomy that lets us write items differentiated by level of creative impact. Directly grounds our everyday-creativity (little-c) dimension and clarifies that our CAI L8–L9 (formal recognition, canonical) sits at the Pro-c / Big-C boundary.

1.5 Beketayev & Runco (2016): Automated AUT scoring

Full citation: Beketayev, K., & Runco, M. A. (2016). "Scoring Divergent Thinking Tests by Computer With a Semantics-Based Algorithm." Europe's Journal of Psychology 12(2): 210–220. DOI: 10.5964/ejop.v12i2.1127. PMC4894287.
Open-access status: Yes: open-access via PMC.
Why it matters: Validated semantic-distance algorithm for automated AUT scoring achieving r ≈ 0.74 with human raters. The single most implementable engineering reference for our AUT scoring engine.
Single biggest contribution: Reusable algorithm for scoring the fluency / flexibility / originality dimensions of AUT responses without requiring human raters. Should be cited in the AUT scoring engine implementation.

1.6 Kim (2006): TTCT psychometric critique

Full citation: Kim, K. H. (2006). "Can We Trust Creativity Tests? A Review of the Torrance Tests of Creative Thinking (TTCT)." Creativity Research Journal 18(1): 3–14.
Open-access status: Free PDF at http://people.uncw.edu/caropresoe/GiftedFoundations/SocialEmotional/Creativity-articles/Kim_Can-we-trust-creativity-tests.pdf
Why it matters: Canonical psychometric evaluation of the TTCT (reliability, predictive validity for adult creative achievement, normative drift). The benchmark against which our AUT-derived scores must be validated before we ship.
Single biggest contribution: Defines what validity claims we can and cannot make about AUT scores. Forces honest framing: AUT measures divergent-thinking capacity, not creative achievement (a distinct construct).

1.7 Runco (1991): Divergent Thinking

Full citation: Runco, M. A. (1991). Divergent Thinking. Ablex Publishing.
Why it matters: Only book-length treatment of divergent thinking as a construct. Runco's central argument: divergent thinking is necessary but not sufficient for creativity, and the two are often wrongly conflated.
Single biggest contribution: Determines how we must frame AUT scores in our reports. We cannot call AUT scores "creativity scores" without overclaiming. Our candidate report must say "divergent-thinking capacity (a construct related to but distinct from creative achievement)."

1.8 Amabile (1996): Creativity in Context

Full citation: Amabile, T. M. (1996). Creativity in Context: Update to The Social Psychology of Creativity. Westview Press / Routledge. ISBN 978-0-8133-4549-9.
Why it matters: Full book-length statement of the componential theory of creativity (domain-relevant skills + creativity-relevant processes + intrinsic task motivation + social environment). The four-axes framework that most strongly differentiates creative performance from ability alone.
Single biggest contribution: Provides the theoretical grounding for why our battery must measure motivation/identity (Problem-Solving Style, Everyday Creativity) in addition to capacity (AUT) and achievement (CAI). Without the motivation axis, scores over-credit ability and under-credit actual creative output.

2. Tier 2: Foundational handbooks (reference works)

2.1 Sternberg (Ed.) (1999): Handbook of Creativity

Sternberg, R. J. (Ed.). (1999). Handbook of Creativity. Cambridge University Press. ISBN 978-0-521-57285-9.
First major single-volume handbook of the modern era; chapters by Albert & Runco (history), Sternberg & Lubart (concepts), Plucker & Renzulli (psychometric approaches), Martindale (biological bases), Feist (personality), Nickerson (enhancing creativity), Csikszentmihalyi (systems perspective).

2.2 Kaufman & Sternberg (Eds.) (2010): The Cambridge Handbook of Creativity

Kaufman, J. C., & Sternberg, R. J. (Eds.). (2010). The Cambridge Handbook of Creativity. Cambridge University Press. ISBN 978-0-521-73025-9.
Successor to the 1999 Sternberg handbook. Kozbelt, Beghetto & Runco chapter on theories of creativity is the field's standard taxonomy. (A 2019 second edition exists but the research corpus consistently cited the 2010 first edition; verify before citing.)

2.3 Kaufman & Sternberg (Eds.) (2006): The International Handbook of Creativity

Kaufman, J. C., & Sternberg, R. J. (Eds.). (2006). The International Handbook of Creativity. Cambridge University Press. ISBN 0-521-54731-8.
Cross-cultural companion (Chinese societies, African perspectives, Latin America, Scandinavia, German-speaking countries). Useful if the platform operates internationally.

2.4 Runco (2023): Creativity (3rd ed.)

Runco, M. A. (2023). Creativity (3rd ed.). Academic Press. ISBN 978-0-08-102617-5.
Originally Creativity: Theories and Themes: Research, Development, and Practice. Standard graduate textbook; translated into 10 languages.

2.5 Kaufman (2016): Creativity 101 (2nd ed.)

Kaufman, J. C. (2016). Creativity 101 (2nd ed.). Springer.
Concise primer in the Springer "101" series. Useful onboarding for instrument designers who are not creativity specialists.

2.6 Csikszentmihalyi (1996): Creativity: Flow and the Psychology of Discovery and Invention

Csíkszentmihályi, M. (1996). Creativity: Flow and the Psychology of Discovery and Invention. Harper Collins. ISBN 978-0-06-092820-9.
Empirical interview-based study of 91 eminent creators; foundation of the systems model (domain + field + person).

2.7 Boden (2004): The Creative Mind: Myths and Mechanisms (2nd ed.)

Boden, M. A. (2004). The Creative Mind: Myths and Mechanisms (2nd ed.). Routledge. ISBN 978-0-297-82069-7.
Principal computational / cognitive-philosophy treatment. Introduces the h-creativity (historical) vs p-creativity (psychological/personal) distinction that prefigures Kaufman & Beghetto's 4C model.

2.8 Weisberg (1993): Creativity: Beyond the Myth of Genius

Weisberg, R. W. (1993). Creativity: Beyond the Myth of Genius. Freeman. ISBN 978-0-7167-2119-2.
"Ordinary cognitive processes" account of creativity; relevant counterpoint to genius-romanticizing accounts.

2.9 Finke, Ward & Smith (1992): Creative Cognition

Finke, R. A., Ward, T. B., & Smith, S. M. (1992). Creative Cognition: Theory, Research, and Applications. MIT Press. ISBN 978-0-262-06150-6.
Source of the Geneplore model (generative + exploratory phases). Useful for designing two-phase AUT variants (generate-then-evaluate).

2.10 Wallas (1926): Art of Thought

Wallas, G. (1926). Art of Thought.
Original four/five-stage model of the creative process (preparation, incubation, intimation, illumination, verification). Public-domain; available on archive.org.

3. Tier 3: Domain-specific readings, by our battery dimensions

3.1 AUT (divergent thinking): additional references

Guilford, J. P. (1967). The Nature of Human Intelligence. McGraw-Hill.: Originating source for the Structure-of-Intellect model that defined divergent production as distinct from convergent production. The AUT ("Unusual Uses") task family originates here. Public-domain task; book widely held by libraries and on archive.org.
Guilford, J. P. (1968). Intelligence, Creativity, and their Educational Implications. Knapp., Expands on ideational fluency, associational fluency, expressional fluency, spontaneous flexibility, adaptive flexibility, the dependent variables scored on AUT tasks.
Smith, Ward & Finke (Eds.) (1995). The Creative Cognition Approach. MIT Press.: Chapter-length treatments of fixation, incubation, and AUT-style task design.
Acar & Runco (2014). "Assessing Associative Distance Among Ideas Elicited by Tests of Divergent Thinking." Creativity Research Journal 26(2): 229–238.: Methodology for scoring the originality dimension using semantic distance.
Zeng, Proctor & Salvendy (2011). "Can Traditional Divergent Thinking Tests Be Trusted in Measuring and Predicting Real-World Creativity?" Creativity Research Journal 23(1): 24–37.: Principal modern critique of AUT validity for real-world prediction. Mandatory reading before deciding what claims our battery can support.
Hocevar (1981). "Measurement of Creativity: Review and Critique." Journal of Personality Assessment 45(5): 450–464. DOI: 10.1207/s15327752jpa4505_1.: Classic methodological critique of creativity tests of all types.

3.2 Everyday creativity (little-c): additional references

Craft, A. (2001). "'Little c' creativity." In A. Craft, B. Jeffrey, & M. Leibling (Eds.), Creativity in Education. Continuum International. ISBN 978-0-8264-4863-7.: Principal "everyday / little-c creativity in education" treatment.
Amabile (2017). "In Pursuit of Everyday Creativity." The Journal of Creative Behavior 51(4): 335–337. DOI: 10.1002/jocb.200. Free at Harvard DASH: http://nrs.harvard.edu/urn-3:HUL.InstRepos:33840634.
Kaufman & Beghetto (2013). "In Praise of Clark Kent: Creative Metacognition and the Importance of Teaching Kids When (Not) to Be Creative." Roeper Review 35: 155–165., Introduces creative metacognition as a construct, knowing one's creative strengths/weaknesses and when to deploy them. Closer to what an organizational-selection battery should measure than raw divergent-thinking ability.
Helfand, Kaufman & Beghetto (2016). "The Four-C Model of Creativity: Culture and Context." In V. Glăveanu (Ed.), The Palgrave Handbook of Creativity and Culture Research (pp. 15–36). Palgrave Macmillan.: Extension chapter applying the 4C model across cultures; useful for norming.
Robinson, K. (1998). All Our Futures: Creativity, Culture, Education. NACCCE, UK. Free PDF archived at sirkenrobinson.com/skr/pdf/allourfutures.pdf.: Public-side treatment of "democratic" everyday creativity.

3.3 Problem-solving style (adapter-innovator tradition)

Source note (§3.3). The 1976 paper links to its publisher record via DOI; the 2003 volume is listed in Routledge's current catalog (online edition DOI 10.4324/9780203695005). The 1994 revised edition is out of print and could not be checked directly; its entry rests on secondary sources (journal book reviews in Personality and Individual Differences and Technovation).

Kirton, M. J. (Ed.) (1994). Adaptors and Innovators: Styles of Creativity and Problem Solving (Rev. ed.). Routledge. Out of print; the 2003 single-author volume covers the same ground.: Edited volume collecting the foundational KAI papers.
Kirton, M. J. (2003). Adaption-Innovation: In the Context of Diversity and Change. Routledge.: Kirton's full statement of Adaption-Innovation theory.
Kirton, M. J. (1976). "Adaptors and Innovators: A Description and Measure." Journal of Applied Psychology 61(5): 622–629. DOI: 10.1037/0021-9010.61.5.622: Original KAI paper.
Instrument: KAI is a 32-item inventory placing respondents on a continuum from "adaptor" (efficient, careful, conforming) to "innovator" (radical, paradigm-breaking). It is the principal "problem-solving style" measure in the creativity literature.
Licensing flag: KAI is a commercial proprietary instrument administered by KAI practitioners and the Kirton Adaption-Innovation Inventory organization. Like CAQ/MFQ-2/CNI, the platform's CPSS must be an original structural replica, not adapted KAI items. Current licensing terms should be confirmed directly with the KAI organization.

3.4 Creative achievement (CAI / current instrument): additional references

Wang, Ho, Cheng & Cheng (2014). "Application of the Rasch Model to the Measurement of Creativity: The Creative Achievement Questionnaire." Creativity Research Journal 26(1): 62–71.: Rasch-validation of the CAQ; provides item-level psychometrics and supports the unidimensionality claim for the total score.
Baron, F. (1963). Creativity and Psychological Health. D. Van Nostrand.: Source of the threshold theory of the creativity–IQ relationship and the original life-history methodology that the CAQ tradition extended.
Ludwig, A. M. (1995). The Price of Greatness: Resolving the Creativity–Madness Controversy. Guilford Press. ISBN 978-0-89862-839-5.: Methodological reference for biographical / achievement inventories in eminent-creator research.

3.5 Creative self-efficacy / motivation (background, deferred from v1)

Amabile & Kramer (2011). The Progress Principle: Using Small Wins to Ignite Joy, Engagement, and Creativity at Work. Harvard Business Review Press. ISBN 978-1-4221-9857-5.: 15-year diary study of ~12,000 daily entries from professionals. Empirical basis for operationalizing "creative confidence" via daily-experience sampling.
Amabile & Pratt (2016). "The Dynamic Componential Model of Creativity and Innovation in Organizations." Research in Organizational Behavior 36: 157–183. DOI: 10.1016/j.riob.2016.10.001.: 2016 update to the componential theory, adding the dynamic element.
Sternberg & Lubart (1995). Defying the Crowd: Cultivating Creativity in a Culture of Conformity. Free Press.: Investment theory of creativity ("buy low, sell high" in ideas); six-resource model.
Sternberg, Kaufman & Pretz (2002). The Creativity Conundrum. Psychology Press.: Propulsion model of creative contributions; useful for classifying types of creative contribution.
Encyclopedia of Creativity (3rd ed., 2020), chapter: "Personality: Creative Self-Efficacy.": Canonical contemporary reference for the creative-self-efficacy construct. Consult directly for the most authoritative current statement.

4. Tier 4: Sociocultural and historiographic background

4.1 Sociocultural / systems approaches

Csíkszentmihályi, M. (1999). "Implications of a Systems Perspective for the Study of Creativity." In R. J. Sternberg (Ed.), Handbook of Creativity. Cambridge University Press.: Compact 10-page statement of the systems model.
Glăveanu, V. P. (Ed.) (2016). The Palgrave Handbook of Creativity and Culture Research. Palgrave Macmillan.: Principal reference for the sociocultural turn.
Glăveanu, V. P. (2013). "Rewriting the Language of Creativity: The Five A's Framework." Review of General Psychology 17(1): 69–81. DOI: 10.1037/a0029528., Originating paper for the Five A's model (actor, action, artifact, audience, affordances), a sociocultural corrective to Rhodes's Four P's.

4.2 Historiometric / eminent-creator research

Simonton, D. K. (1999). Origins of Genius: Darwinian Perspectives on Creativity. Oxford University Press. ISBN 978-0-19-512879-6.: Darwinian / blind-variation selective-retention model. Most-cited historiometric monograph.
Simonton, D. K. (1997). "Creative Productivity: A Predictive and Explanatory Model of Career Trajectories and Landmarks." Psychological Review 104(1): 66–89.: Formal model of creative productivity over a career.
Simonton, D. K. (2003). "Scientific Creativity as Constrained Stochastic Behavior: The Integration of Product, Person, and Process Perspectives." Psychological Bulletin 129(4): 475–494.: Integrative stochastic model tying together historiometric, divergent-thinking, and product-based approaches.
Gardner, H. (1993). Multiple Intelligences: The Theory in Practice, A Reader. Basic Books. ISBN 978-0-465-01822-2.: Case-study methodology for studying eminent creators.
Policastro & Gardner (1998). "From Case Studies to Robust Generalizations: An Approach to the Study of Creativity." In R. J. Sternberg (Ed.), Handbook of Creativity (pp. 213–225).: Chapter-length methodological statement of historiometric / case-study approaches.

5. Journals to treat as primary sources

Creativity Research Journal (Taylor & Francis; founded 1988 by Mark Runco). Impact factor 4.8 (2025). The flagship empirical journal.
Psychology of Aesthetics, Creativity, and the Arts (APA Division 10). Kaufman was founding co-editor.
Journal of Creative Behavior (Creative Education Foundation). Oldest creativity journal (since 1967).
Thinking Skills and Creativity (Elsevier).

6. Licensing constraints summary

Instrument	Originating citation	Licensing status
AUT (Unusual Uses)	Guilford 1967	Task design in public domain; original Guilford manual out of print
TTCT	Torrance 1974	Proprietary: Scholastic Testing Service; cannot reproduce items without license
CAQ	Carson et al. 2005	Items published in paper; research-use with attribution; verify commercial terms with S. Carson (Harvard)
CAT	Amabile 1982	Methodology, not items; freely usable; requires trained judges
Gough CPS	Gough 1979	30-item scale derived from Adjective Check List; widely treated as usable with attribution
KAI	Kirton 1976 / 1994 / 2003	Proprietary: KAI organization; cannot reproduce without license; verify terms
rCAB	Runco 2010	Proprietary; license terms to verify with Runco / Southern Oregon University
RAT	Mednick 1962 / 1968	Commercially distributed; verify

7. Design decisions this bibliography informs

This bibliography grounds the following design decisions:

AUT scoring engine should cite Beketayev & Runco (2016) as the engineering reference. Their semantic-distance algorithm achieves r ≈ 0.74 with human raters; we should either adopt their published algorithm or document our variant against their benchmark.
AUT validity framing must follow Runco (1991), Kim (2006), and Zeng et al. (2011): AUT scores measure divergent-thinking capacity, not creative achievement. Candidate reports and REVIEWER documentation must reflect this: language like "divergent-thinking capacity (a construct related to but distinct from creative achievement)."
Everyday creativity items should explicitly aim at the Kaufman & Beghetto (2009) little-c level (not mini-c, not Pro-c). Our CAI L8–L9 (formal recognition, canonical) sits at the Pro-c / Big-C boundary per the same taxonomy.
Problem-solving style replica: the Kirton entries carry publisher links (§3.3), so the construct is grounded directly in the adaption-innovation literature. The replica itself must not reproduce KAI items, which remain proprietary.
Kaufman, Plucker & Baer (2008) is the onboarding text for whoever authors the items: required reading before item authoring begins.
Runco & Pritzker (2020) Encyclopedia is the all-source map for the design phase. Where the plan touches a construct (everyday creativity, divergent thinking, self-efficacy, etc.), the corresponding Encyclopedia chapter should be the canonical reference.

8. Open follow-ups

Confirm current KAI licensing terms directly with the KAI organization before finalizing the CPSS structural replica
Confirm Carson et al. (2005) / CAQ commercial licensing terms with Shelley Carson before publishing the CAI as a structural replica
Decide whether to cite Sternberg (1999) or Kaufman & Sternberg (2010) as the primary handbook reference; the 2019 second edition of the Cambridge Handbook may supersede both: verify current edition before citing

Compiled August 5, 2026. Entries link to publisher records via DOI or ISBN; where an annotation rests on secondary sources, the entry notes it (see §0 and §3.3).