Ideation with Generative AI—in Consumer Research and Beyond.
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| Title: | Ideation with Generative AI—in Consumer Research and Beyond. |
|---|---|
| Authors: | Freitas, Julian De (AUTHOR), Nave, Gideon (AUTHOR), Puntoni, Stefano (AUTHOR) |
| Source: | Journal of Consumer Research. Jun2025, Vol. 52 Issue 1, p18-31. 14p. |
| Subject Terms: | *Idea (Philosophy), *Generative artificial intelligence, *Consumer research, *Language models, *Creative ability, *Human-artificial intelligence interaction, *Production (Economic theory), *Semantics |
| Abstract: | The use of generative AI (genAI) in consumer research is rapidly evolving, with applications including synthetic data generation, data analysis, and more. However, their role in creative ideation—a cornerstone of consumer research— remains underexplored. Drawing on the human creativity literature, we propose that ideation with genAI is facilitated by its productivity and semantic breadth, which are psychologically analogous to the dual pathways of persistence and flexibility in human ideation. Further, we distinguish between the utility of genAI as a key ideator versus humans as key ideator, conceptualized through the genAI ideation roles of Designer and Writer and of Interviewer and Actor. While genAI excels in generating incremental improvements, its potential for groundbreaking innovation could be unlocked by leveraging its ability to prompt human creativity. This article advances the theoretical and practical understanding of genAI in ideation for consumer research, offering numerous practical guidelines for integrating generative AI into research while emphasizing human–AI collaboration to achieve radical insights. [ABSTRACT FROM AUTHOR] |
| Database: | Energy & Power Source |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: enr DbLabel: Energy & Power Source An: 185284508 AccessLevel: 6 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Ideation with Generative AI—in Consumer Research and Beyond. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Freitas%2C+Julian+De%22">Freitas, Julian De</searchLink> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Nave%2C+Gideon%22">Nave, Gideon</searchLink> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Puntoni%2C+Stefano%22">Puntoni, Stefano</searchLink> (AUTHOR) – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Journal+of+Consumer+Research%22">Journal of Consumer Research</searchLink>. Jun2025, Vol. 52 Issue 1, p18-31. 14p. – Name: Subject Label: Subject Terms Group: Su Data: *<searchLink fieldCode="DE" term="%22Idea+%28Philosophy%29%22">Idea (Philosophy)</searchLink><br />*<searchLink fieldCode="DE" term="%22Generative+artificial+intelligence%22">Generative artificial intelligence</searchLink><br />*<searchLink fieldCode="DE" term="%22Consumer+research%22">Consumer research</searchLink><br />*<searchLink fieldCode="DE" term="%22Language+models%22">Language models</searchLink><br />*<searchLink fieldCode="DE" term="%22Creative+ability%22">Creative ability</searchLink><br />*<searchLink fieldCode="DE" term="%22Human-artificial+intelligence+interaction%22">Human-artificial intelligence interaction</searchLink><br />*<searchLink fieldCode="DE" term="%22Production+%28Economic+theory%29%22">Production (Economic theory)</searchLink><br />*<searchLink fieldCode="DE" term="%22Semantics%22">Semantics</searchLink> – Name: Abstract Label: Abstract Group: Ab Data: The use of generative AI (genAI) in consumer research is rapidly evolving, with applications including synthetic data generation, data analysis, and more. However, their role in creative ideation—a cornerstone of consumer research— remains underexplored. Drawing on the human creativity literature, we propose that ideation with genAI is facilitated by its productivity and semantic breadth, which are psychologically analogous to the dual pathways of persistence and flexibility in human ideation. Further, we distinguish between the utility of genAI as a key ideator versus humans as key ideator, conceptualized through the genAI ideation roles of Designer and Writer and of Interviewer and Actor. While genAI excels in generating incremental improvements, its potential for groundbreaking innovation could be unlocked by leveraging its ability to prompt human creativity. This article advances the theoretical and practical understanding of genAI in ideation for consumer research, offering numerous practical guidelines for integrating generative AI into research while emphasizing human–AI collaboration to achieve radical insights. [ABSTRACT FROM AUTHOR] |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=enr&AN=185284508 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1093/jcr/ucaf012 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 14 StartPage: 18 Subjects: – SubjectFull: Idea (Philosophy) Type: general – SubjectFull: Generative artificial intelligence Type: general – SubjectFull: Consumer research Type: general – SubjectFull: Language models Type: general – SubjectFull: Creative ability Type: general – SubjectFull: Human-artificial intelligence interaction Type: general – SubjectFull: Production (Economic theory) Type: general – SubjectFull: Semantics Type: general Titles: – TitleFull: Ideation with Generative AI—in Consumer Research and Beyond. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Freitas, Julian De – PersonEntity: Name: NameFull: Nave, Gideon – PersonEntity: Name: NameFull: Puntoni, Stefano IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 06 Text: Jun2025 Type: published Y: 2025 Identifiers: – Type: issn-print Value: 00935301 Numbering: – Type: volume Value: 52 – Type: issue Value: 1 Titles: – TitleFull: Journal of Consumer Research Type: main |
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