'g' versus 'c:' Comparing Individual and Collective Intelligence across Two Meta-Analyses
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| Title: | 'g' versus 'c:' Comparing Individual and Collective Intelligence across Two Meta-Analyses |
|---|---|
| Language: | English |
| Authors: | Rowe, Luke I. (ORCID |
| Source: | Cognitive Research: Principles and Implications. 2021 6. |
| Availability: | Springer. Available from: Springer Nature. One New York Plaza, Suite 4600, New York, NY 10004. Tel: 800-777-4643; Tel: 212-460-1500; Fax: 212-460-1700; e-mail: customerservice@springernature.com; Web site: https://link.springer.com/ |
| Peer Reviewed: | Y |
| Page Count: | 24 |
| Publication Date: | 2021 |
| Document Type: | Journal Articles Reports - Research |
| Descriptors: | Intelligence, Intelligence Quotient, Intelligence Differences, Meta Analysis, Group Dynamics, Performance, Intelligence Tests |
| DOI: | 10.1186/s41235-021-00285-2 |
| ISSN: | 2365-7464 |
| Abstract: | Collective intelligence (CI) is said to manifest in a group's domain general mental ability. It can be measured across a battery of group IQ tests and statistically reduced to a latent factor called the "c-factor." Advocates have found the c-factor predicts group performance better than individual IQ. We test this claim by meta-analyzing correlations between the c-factor and nine group performance criterion tasks generated by eight independent samples (N = 857 groups). Results indicated a moderate correlation, r, of 0.26 (95% CI 0.10, 0.40). All but four studies comprising five independent samples (N = 366 groups) failed to control for the intelligence of individual members using individual IQ scores or their statistically reduced equivalent (i.e., the g-factor). A meta-analysis of this subset of studies found the average IQ of the groups' members had little to no correlation with group performance (r = 0.06, 95% CI -0.08, 0.20). Around 80% of studies did not have enough statistical power to reliably detect correlations between the primary predictor variables and the criterion tasks. Though some of our findings are consistent with claims that a general factor of group performance may exist and relate positively to group performance, limitations suggest alternative explanations cannot be dismissed. We caution against prematurely embracing notions of the c-factor unless it can be independently and robustly replicated and demonstrated to be incrementally valid beyond the g-factor in group performance contexts. |
| Abstractor: | As Provided |
| Notes: | https://osf.io/xevkj |
| Entry Date: | 2021 |
| Accession Number: | EJ1292098 |
| Database: | ERIC |
| FullText | Links: – Type: pdflink Url: https://content.ebscohost.com/cds/retrieve?content=AQICAHj0k_4E0hTGH8RJwT4gCJyBsGNe_WN95AvKlDbXJGqwxwG-0ONG3X5qJkgINdnGFn_tAAAA4zCB4AYJKoZIhvcNAQcGoIHSMIHPAgEAMIHJBgkqhkiG9w0BBwEwHgYJYIZIAWUDBAEuMBEEDHJHIYeEl1WubopzCQIBEICBm9rRsVm3UTrZ97qakXAELr_L2U9tmUgK35i7stpySMv6nEOX213NrMhi_3h07A0HfUMKwHq2FVhGpUwQe3xxe05DqAIHCXIGekl36vsxpcZKwrM7g3kMPqBFAokI4mKAGZyNAfo9p9NimgZ8wAfbFAKZDAUTzf_k_Xep6qfN-CrSY7GctCTm2el-PsCApkQjl5MRgIZClymeMKZz Text: Availability: 0 |
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| Header | DbId: eric DbLabel: ERIC An: EJ1292098 AccessLevel: 3 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: 'g' versus 'c:' Comparing Individual and Collective Intelligence across Two Meta-Analyses – Name: Language Label: Language Group: Lang Data: English – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Rowe%2C+Luke+I%2E%22">Rowe, Luke I.</searchLink> (ORCID <externalLink term="http://orcid.org/0000-0001-5027-733X">0000-0001-5027-733X</externalLink>)<br /><searchLink fieldCode="AR" term="%22Hattie%2C+John%22">Hattie, John</searchLink><br /><searchLink fieldCode="AR" term="%22Hester%2C+Robert%22">Hester, Robert</searchLink> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="SO" term="%22Cognitive+Research%3A+Principles+and+Implications%22"><i>Cognitive Research: Principles and Implications</i></searchLink>. 2021 6. – Name: Avail Label: Availability Group: Avail Data: Springer. Available from: Springer Nature. One New York Plaza, Suite 4600, New York, NY 10004. Tel: 800-777-4643; Tel: 212-460-1500; Fax: 212-460-1700; e-mail: customerservice@springernature.com; Web site: https://link.springer.com/ – Name: PeerReviewed Label: Peer Reviewed Group: SrcInfo Data: Y – Name: Pages Label: Page Count Group: Src Data: 24 – Name: DatePubCY Label: Publication Date Group: Date Data: 2021 – Name: TypeDocument Label: Document Type Group: TypDoc Data: Journal Articles<br />Reports - Research – Name: Subject Label: Descriptors Group: Su Data: <searchLink fieldCode="DE" term="%22Intelligence%22">Intelligence</searchLink><br /><searchLink fieldCode="DE" term="%22Intelligence+Quotient%22">Intelligence Quotient</searchLink><br /><searchLink fieldCode="DE" term="%22Intelligence+Differences%22">Intelligence Differences</searchLink><br /><searchLink fieldCode="DE" term="%22Meta+Analysis%22">Meta Analysis</searchLink><br /><searchLink fieldCode="DE" term="%22Group+Dynamics%22">Group Dynamics</searchLink><br /><searchLink fieldCode="DE" term="%22Performance%22">Performance</searchLink><br /><searchLink fieldCode="DE" term="%22Intelligence+Tests%22">Intelligence Tests</searchLink> – Name: DOI Label: DOI Group: ID Data: 10.1186/s41235-021-00285-2 – Name: ISSN Label: ISSN Group: ISSN Data: 2365-7464 – Name: Abstract Label: Abstract Group: Ab Data: Collective intelligence (CI) is said to manifest in a group's domain general mental ability. It can be measured across a battery of group IQ tests and statistically reduced to a latent factor called the "c-factor." Advocates have found the c-factor predicts group performance better than individual IQ. We test this claim by meta-analyzing correlations between the c-factor and nine group performance criterion tasks generated by eight independent samples (N = 857 groups). Results indicated a moderate correlation, r, of 0.26 (95% CI 0.10, 0.40). All but four studies comprising five independent samples (N = 366 groups) failed to control for the intelligence of individual members using individual IQ scores or their statistically reduced equivalent (i.e., the g-factor). A meta-analysis of this subset of studies found the average IQ of the groups' members had little to no correlation with group performance (r = 0.06, 95% CI -0.08, 0.20). Around 80% of studies did not have enough statistical power to reliably detect correlations between the primary predictor variables and the criterion tasks. Though some of our findings are consistent with claims that a general factor of group performance may exist and relate positively to group performance, limitations suggest alternative explanations cannot be dismissed. We caution against prematurely embracing notions of the c-factor unless it can be independently and robustly replicated and demonstrated to be incrementally valid beyond the g-factor in group performance contexts. – Name: AbstractInfo Label: Abstractor Group: Ab Data: As Provided – Name: Note Label: Notes Group: Note Data: https://osf.io/xevkj – Name: DateEntry Label: Entry Date Group: Date Data: 2021 – Name: AN Label: Accession Number Group: ID Data: EJ1292098 |
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| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1186/s41235-021-00285-2 Languages: – Text: English PhysicalDescription: Pagination: PageCount: 24 Subjects: – SubjectFull: Intelligence Type: general – SubjectFull: Intelligence Quotient Type: general – SubjectFull: Intelligence Differences Type: general – SubjectFull: Meta Analysis Type: general – SubjectFull: Group Dynamics Type: general – SubjectFull: Performance Type: general – SubjectFull: Intelligence Tests Type: general Titles: – TitleFull: 'g' versus 'c:' Comparing Individual and Collective Intelligence across Two Meta-Analyses Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Rowe, Luke I. – PersonEntity: Name: NameFull: Hattie, John – PersonEntity: Name: NameFull: Hester, Robert IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 01 Type: published Y: 2021 Identifiers: – Type: issn-electronic Value: 2365-7464 Numbering: – Type: volume Value: 6 Titles: – TitleFull: Cognitive Research: Principles and Implications Type: main |
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