• Home
  • Search
  • How the Ideation Process Shapes the Creative Output in Innovation Contests—An Analysis Using a Large Language Model
  • https://doi.org/10.1111/caim.70011Copy DOI Icon

How the Ideation Process Shapes the Creative Output in Innovation Contests—An Analysis Using a Large Language Model

Show More
  • Abstract
  • Literature Map
  • References
  • Similar Papers
Abstract

ABSTRACT Innovation contests represent a type of open innovation that companies can use for gaining access to innovation ideas from different target groups. These innovation ideas have a measurable creative output and arise in an ideation process that usually takes place unconsciously among the participants, but can be traced back through operationalization with the inventive principles from the Theory of Inventive Problem Solving (TRIZ). We evaluate these two aspects—creative output and ideation process—on the basis of over 600 innovation ideas collected from more than 1200 students during eight identical courses on ‘Innovation Management’ between 2015 and 2022, using a Large Language Model (GPT‐4). We identify two important relationships between the two variables. Firstly, our data show that the more inventive principles are used in the ideation process, the higher the creative output of an innovation idea. Secondly, at least in our setting, universal inventive principles outperform technological inventive principles in terms of creative output. This study is the first to use GPT‐4 to simultaneously assess both the creative output of more than 600 innovation ideas and the hidden TRIZ inventive principles behind them.

Similar Papers
  • Research Article
  • Citations97

What is TRIZ? From Conceptual Basics to a Framework for Research

  • Feb 25, 2005
  • Creativity and Innovation Management
  • Martin G Moehrle
  • Research Article
  • Citations1

Innovation Management and an Innovative Ideas System

  • Jan 01, 2011
  • Organizacija
  • Franc Brcar +1
  • Research Article
  • Citations20

Using the theory of inventive problem solving to brainstorm innovative ideas for assessing varieties of phone-cameras

  • Apr 09, 2015
  • Computers & Industrial Engineering
  • Chih-Hsuan Wang
  • Research Article
  • Citations54

Identification and conception of cleaner production opportunities with the Theory of Inventive Problem Solving

  • Aug 11, 2012
  • Journal of Cleaner Production
  • Flávio Issao Kubota +1
  • Book Chapter
  • Citations15

Systematic Innovation in Process Engineering: Linking TRIZ and Process Intensification

  • Nov 02, 2018
  • Pavel Livotov +3
  • Research Article
  • Citations10

Innovación en situaciones de negociación. herramientas inventivas para crear valor

  • Jul 01, 2010
  • Estudios Gerenciales
  • David Gleiser
  • Research Article

Ergo-innovative design of cow slaughter tool

  • Dec 01, 2020
  • IOP Conference Series: Materials Science and Engineering
  • Soewardi Hartomo +1
  • Conference Article
  • Citations3

Evaluating TRIZ as a Provider of Provocative Stimuli

  • Nov 09, 2012
  • Ryan Arlitt +2
  • Research Article
  • Citations2

Theory of inventive problem solving method in sand casting process optimisation

  • Jan 01, 2015
  • International Journal of Productivity and Quality Management
  • A Kumaravadivel
  • PDF
  • Research Article
  • Citations21

Application of TRIZ inventive principles to innovate recycling machine

  • May 01, 2016
  • Advances in Mechanical Engineering
  • Song Yih Lin +1
  • Research Article
  • Citations19

A novel prompting method for few-shot NER via LLMs

  • Aug 24, 2024
  • Natural Language Processing Journal
  • Qi Cheng +5
  • Conference Article
  • Citations61

The theory of inventive problem solving

  • Jan 01, 1996
  • S.C Barnard
  • Research Article
  • Citations3

TRIZ as innovation management tool: insights from academic literature

  • Jan 01, 2017
  • International Journal of Technology Marketing
  • Daria Podmetina +2
  • Research Article
  • Citations32

Tapping the innovative business potential of innovation contests

  • Apr 07, 2015
  • Business Horizons
  • Albert Armisen +1
  • PDF
  • Research Article
  • Citations4

INTEGRATED TRIZ WITH QFD APPLIED TO AUTOMOTIVE VALVE INDUSTRY

  • Feb 09, 2018
  • HOLOS
  • Gustavo Borges Lisboa Silva +1
Cactus Communications logo

Copyright 2026 Cactus Communications. All rights reserved.