The Impact of Measurement Noninvariance across Time and Group in Longitudinal Item Response Modeling
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| Title: | The Impact of Measurement Noninvariance across Time and Group in Longitudinal Item Response Modeling |
|---|---|
| Language: | English |
| Authors: | In-Hee Choi |
| Source: | Asia Pacific Education Review. 2024 25(4):911-924. |
| 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: | 14 |
| Publication Date: | 2024 |
| Document Type: | Journal Articles Reports - Research |
| Descriptors: | Longitudinal Studies, Item Response Theory, Growth Models, Error of Measurement, Test Items |
| DOI: | 10.1007/s12564-023-09907-4 |
| ISSN: | 1598-1037 1876-407X |
| Abstract: | Longitudinal item response data often exhibit two types of measurement noninvariance: the noninvariance of item parameters between subject groups and that of item parameters across multiple time points. This study proposes a comprehensive approach to the simultaneous modeling of both types of measurement noninvariance in terms of longitudinal item response modeling while incorporating a latent growth curve model. The growth curve model represents the growth trajectory using initial status and (non)linear change over multiple time points. In addition, this study investigates the impact of measurement noninvariance across time points and subject groups in the examination of group differences in growth over multiple time points. To demonstrate the efficacy of the proposed model, an empirical application to large-scale longitudinal survey data is provided, along with the results of a simulation study. |
| Abstractor: | As Provided |
| Entry Date: | 2024 |
| Accession Number: | EJ1440323 |
| Database: | ERIC |
| FullText | Text: Availability: 0 |
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| Header | DbId: eric DbLabel: ERIC An: EJ1440323 AccessLevel: 3 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: The Impact of Measurement Noninvariance across Time and Group in Longitudinal Item Response Modeling – Name: Language Label: Language Group: Lang Data: English – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22In-Hee+Choi%22">In-Hee Choi</searchLink> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="SO" term="%22Asia+Pacific+Education+Review%22"><i>Asia Pacific Education Review</i></searchLink>. 2024 25(4):911-924. – 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: 14 – Name: DatePubCY Label: Publication Date Group: Date Data: 2024 – Name: TypeDocument Label: Document Type Group: TypDoc Data: Journal Articles<br />Reports - Research – Name: Subject Label: Descriptors Group: Su Data: <searchLink fieldCode="DE" term="%22Longitudinal+Studies%22">Longitudinal Studies</searchLink><br /><searchLink fieldCode="DE" term="%22Item+Response+Theory%22">Item Response Theory</searchLink><br /><searchLink fieldCode="DE" term="%22Growth+Models%22">Growth Models</searchLink><br /><searchLink fieldCode="DE" term="%22Error+of+Measurement%22">Error of Measurement</searchLink><br /><searchLink fieldCode="DE" term="%22Test+Items%22">Test Items</searchLink> – Name: DOI Label: DOI Group: ID Data: 10.1007/s12564-023-09907-4 – Name: ISSN Label: ISSN Group: ISSN Data: 1598-1037<br />1876-407X – Name: Abstract Label: Abstract Group: Ab Data: Longitudinal item response data often exhibit two types of measurement noninvariance: the noninvariance of item parameters between subject groups and that of item parameters across multiple time points. This study proposes a comprehensive approach to the simultaneous modeling of both types of measurement noninvariance in terms of longitudinal item response modeling while incorporating a latent growth curve model. The growth curve model represents the growth trajectory using initial status and (non)linear change over multiple time points. In addition, this study investigates the impact of measurement noninvariance across time points and subject groups in the examination of group differences in growth over multiple time points. To demonstrate the efficacy of the proposed model, an empirical application to large-scale longitudinal survey data is provided, along with the results of a simulation study. – Name: AbstractInfo Label: Abstractor Group: Ab Data: As Provided – Name: DateEntry Label: Entry Date Group: Date Data: 2024 – Name: AN Label: Accession Number Group: ID Data: EJ1440323 |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=eric&AN=EJ1440323 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1007/s12564-023-09907-4 Languages: – Text: English PhysicalDescription: Pagination: PageCount: 14 StartPage: 911 Subjects: – SubjectFull: Longitudinal Studies Type: general – SubjectFull: Item Response Theory Type: general – SubjectFull: Growth Models Type: general – SubjectFull: Error of Measurement Type: general – SubjectFull: Test Items Type: general Titles: – TitleFull: The Impact of Measurement Noninvariance across Time and Group in Longitudinal Item Response Modeling Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: In-Hee Choi IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 10 Type: published Y: 2024 Identifiers: – Type: issn-print Value: 1598-1037 – Type: issn-electronic Value: 1876-407X Numbering: – Type: volume Value: 25 – Type: issue Value: 4 Titles: – TitleFull: Asia Pacific Education Review Type: main |
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