Growth Mindset and Mathematics: A Bibliometric Analysis
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| Title: | Growth Mindset and Mathematics: A Bibliometric Analysis |
|---|---|
| Language: | English |
| Authors: | Chukwuemeka Aloysius Metu, José M. Marbán, Estefanía Espina |
| Source: | Journal of Research and Advances in Mathematics Education. 2025 10(1):1-14. |
| Availability: | Universitas Muhammadiyah Surakarta Department of Education. Ahmad Yani Street, Pabelan Kartasura, Surakarta, Central Java, 57162 Indonesia. Tel: +62-271-717417 ext. 2554; e-mail: jramathedu@ums.ac.id; Web site: https://journals2.ums.ac.id/index.php/jramathedu |
| Peer Reviewed: | Y |
| Page Count: | 14 |
| Publication Date: | 2025 |
| Document Type: | Journal Articles Information Analyses |
| Descriptors: | Bibliometrics, Mathematics Instruction, Mathematics Achievement, Achievement Gap, Learning Motivation, Databases, Research Reports, Intelligence, Foreign Countries |
| ISSN: | 2503-3697 2541-2590 |
| Abstract: | A growth mindset is the belief that one's intellect and abilities may develop through effort. This mindset suggests that intelligence is not fixed but adaptable. With the continuous growth in literature on the growth mindset in mathematics, there is a need to investigate the current trends from a bibliometric perspective. To meet this need, the leading countries, source citations, author co-citations, and word co-occurrences were examined. A total of 317 articles were retrieved from the Scopus and Web of Science (WoS) databases spanning 2014-2023. The VOSviewer software was used to analyze the collected data. The United States was the leading contributor to growth mindset research, Frontiers in Psychology emerged as the major source of citations, with Dweck being the most cited author. The word co-occurrence map was grouped into different clusters. The Scopus database shows how belief systems shape mindsets and how motivation intersects with clinical and longitudinal investigations. WoS emphasizes the importance of interventions that narrow belief-achievement gaps, as well as the role of technology. These findings offer valuable insights into the expanding body of research on growth mindset in mathematics, paving the way for further research to explore interventions, cultural influences, and long-term effects on student outcomes. |
| Abstractor: | As Provided |
| Entry Date: | 2025 |
| Accession Number: | EJ1462973 |
| Database: | ERIC |
| FullText | Text: Availability: 0 CustomLinks: – Url: https://eric.ed.gov/contentdelivery/servlet/ERICServlet?accno=EJ1462973 Name: ERIC Full Text Category: fullText Text: Full Text from ERIC |
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| Header | DbId: eric DbLabel: ERIC An: EJ1462973 AccessLevel: 3 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Growth Mindset and Mathematics: A Bibliometric Analysis – Name: Language Label: Language Group: Lang Data: English – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Chukwuemeka+Aloysius+Metu%22">Chukwuemeka Aloysius Metu</searchLink><br /><searchLink fieldCode="AR" term="%22José+M%2E+Marbán%22">José M. Marbán</searchLink><br /><searchLink fieldCode="AR" term="%22Estefanía+Espina%22">Estefanía Espina</searchLink> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="SO" term="%22Journal+of+Research+and+Advances+in+Mathematics+Education%22"><i>Journal of Research and Advances in Mathematics Education</i></searchLink>. 2025 10(1):1-14. – Name: Avail Label: Availability Group: Avail Data: Universitas Muhammadiyah Surakarta Department of Education. Ahmad Yani Street, Pabelan Kartasura, Surakarta, Central Java, 57162 Indonesia. Tel: +62-271-717417 ext. 2554; e-mail: jramathedu@ums.ac.id; Web site: https://journals2.ums.ac.id/index.php/jramathedu – Name: PeerReviewed Label: Peer Reviewed Group: SrcInfo Data: Y – Name: Pages Label: Page Count Group: Src Data: 14 – Name: DatePubCY Label: Publication Date Group: Date Data: 2025 – Name: TypeDocument Label: Document Type Group: TypDoc Data: Journal Articles<br />Information Analyses – Name: Subject Label: Descriptors Group: Su Data: <searchLink fieldCode="DE" term="%22Bibliometrics%22">Bibliometrics</searchLink><br /><searchLink fieldCode="DE" term="%22Mathematics+Instruction%22">Mathematics Instruction</searchLink><br /><searchLink fieldCode="DE" term="%22Mathematics+Achievement%22">Mathematics Achievement</searchLink><br /><searchLink fieldCode="DE" term="%22Achievement+Gap%22">Achievement Gap</searchLink><br /><searchLink fieldCode="DE" term="%22Learning+Motivation%22">Learning Motivation</searchLink><br /><searchLink fieldCode="DE" term="%22Databases%22">Databases</searchLink><br /><searchLink fieldCode="DE" term="%22Research+Reports%22">Research Reports</searchLink><br /><searchLink fieldCode="DE" term="%22Intelligence%22">Intelligence</searchLink><br /><searchLink fieldCode="DE" term="%22Foreign+Countries%22">Foreign Countries</searchLink> – Name: ISSN Label: ISSN Group: ISSN Data: 2503-3697<br />2541-2590 – Name: Abstract Label: Abstract Group: Ab Data: A growth mindset is the belief that one's intellect and abilities may develop through effort. This mindset suggests that intelligence is not fixed but adaptable. With the continuous growth in literature on the growth mindset in mathematics, there is a need to investigate the current trends from a bibliometric perspective. To meet this need, the leading countries, source citations, author co-citations, and word co-occurrences were examined. A total of 317 articles were retrieved from the Scopus and Web of Science (WoS) databases spanning 2014-2023. The VOSviewer software was used to analyze the collected data. The United States was the leading contributor to growth mindset research, Frontiers in Psychology emerged as the major source of citations, with Dweck being the most cited author. The word co-occurrence map was grouped into different clusters. The Scopus database shows how belief systems shape mindsets and how motivation intersects with clinical and longitudinal investigations. WoS emphasizes the importance of interventions that narrow belief-achievement gaps, as well as the role of technology. These findings offer valuable insights into the expanding body of research on growth mindset in mathematics, paving the way for further research to explore interventions, cultural influences, and long-term effects on student outcomes. – Name: AbstractInfo Label: Abstractor Group: Ab Data: As Provided – Name: DateEntry Label: Entry Date Group: Date Data: 2025 – Name: AN Label: Accession Number Group: ID Data: EJ1462973 |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=eric&AN=EJ1462973 |
| RecordInfo | BibRecord: BibEntity: Languages: – Text: English PhysicalDescription: Pagination: PageCount: 14 StartPage: 1 Subjects: – SubjectFull: Bibliometrics Type: general – SubjectFull: Mathematics Instruction Type: general – SubjectFull: Mathematics Achievement Type: general – SubjectFull: Achievement Gap Type: general – SubjectFull: Learning Motivation Type: general – SubjectFull: Databases Type: general – SubjectFull: Research Reports Type: general – SubjectFull: Intelligence Type: general – SubjectFull: Foreign Countries Type: general Titles: – TitleFull: Growth Mindset and Mathematics: A Bibliometric Analysis Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Chukwuemeka Aloysius Metu – PersonEntity: Name: NameFull: José M. Marbán – PersonEntity: Name: NameFull: Estefanía Espina IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 01 Type: published Y: 2025 Identifiers: – Type: issn-print Value: 2503-3697 – Type: issn-electronic Value: 2541-2590 Numbering: – Type: volume Value: 10 – Type: issue Value: 1 Titles: – TitleFull: Journal of Research and Advances in Mathematics Education Type: main |
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