Developing and using matrix methods for analysis of large longitudinal qualitative datasets in out-of-home-care research
Dados Bibliográficos
| ID | 12595296 |
|---|---|
| Autores | David Hodgson (0000-0002-0100-6274, Curtin University), Reinie Cordier (0000-0002-9906-5300, Curtin University, autor correspondente), Lauren Parsons (0000-0002-4209-7168, Curtin University), Brontë Walter (0000-0002-3563-3815, Curtin University), Fadzai Chikwava (0000-0001-7751-3822, Curtin University), Lynelle Watts (0000-0002-5886-5889, Curtin University), Stian Thoresen (0000-0001-8603-7426, NTNU Samfunnsforskning), Matthew Mccloskey-Martinez (0000-0001-5692-6185, Northumbria University), Matthew W Martinez (Northumbria University), Donna Chung (0000-0002-4275-0948, Curtin University) |
| Ano | 2022 |
| Volume | 27 |
| Fascículo | 2 |
| Páginas | 235-248 |
| Data de publicação | 2022-12-20 |
| Peer Reviewed | Sim |
| Open Access | Sim |
| Tipo | ARTICLE |
| Periódico | International Journal of Social Research Methodology (JOURNAL) |
| Identificadores do periódico | ISSN: 1364-5579 • E-ISSN: 1464-5300 |
| Editora | Taylor & Francis (PUBLISHER • GB) |
| DOI | 10.1080/13645579.2022.2159323 |
| OpenAlex | W4312037487 |
| Idioma | EN |
| Citações recebidas | 4 |
| Referências citadas | 50 |
Managing and analysing large qualitative datasets pose a particular challenge for researchers seeking a consistent and rigorous approach to qualitative data analysis. This paper describes and demonstrates the development and adoption of a matrix tool to guide the qualitative data analysis of a large sample (N = 122) of interview data. The paper articulates the theoretical and conceptual underpinnings of the matrix analysis tool and how it was developed and applied in a longitudinal mixed methods out-of-home-care research study. Specific illustrations and examples of data integration and data analysis are provided to demonstrate the benefits and potentials of constructing matrix tools to guide research teams when working with large qualitative data sets alone or in combination with quantitative data sets
Data science · Machine learning · Management science · Matrix (chemical analysis · Multimethodology · Qualitative analysis · Qualitative property · Qualitative research · Sample (material · Social science · Sociology · Child Welfare and Adoption · Community Health and Development · Computer Science · Engineering · Intergenerational Family Dynamics and Caregiving
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| Obras citantes distintas | 4 |
|---|---|
| Citações por ano | 4 |
| Intervalo de citações | 2025 - 2026 (2) |
| Velocidade de citação | current |
| Altamente citado | Não |
| Tipos de citação | Neutras: 4 |