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Construct validity and internal consistency of the Home and Family Work Roles Questionnaires: a cross-sectional study with exploratory factor analysis
INTRODUCTION: Exploratory Factor Analysis (EFA) measures the underlying relationships between questionnaire items and the factors (“constructs”) measured by a questionnaire. The Home and Family Work Roles Questionnaire has not been assessed using EFA; therefore, our objective was to identify the fac...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9911936/ https://www.ncbi.nlm.nih.gov/pubmed/36765412 http://dx.doi.org/10.1186/s12905-023-02199-1 |
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author | Dabbagh, A. Seens, H. Fraser, J. MacDermid, J. C. |
author_facet | Dabbagh, A. Seens, H. Fraser, J. MacDermid, J. C. |
author_sort | Dabbagh, A. |
collection | PubMed |
description | INTRODUCTION: Exploratory Factor Analysis (EFA) measures the underlying relationships between questionnaire items and the factors (“constructs”) measured by a questionnaire. The Home and Family Work Roles Questionnaire has not been assessed using EFA; therefore, our objective was to identify the factors measured by this questionnaire. METHODS: We recruited 314 persons to complete the questionnaire and to answer several demographic questions. We determined if the data was factorable by performing Bartlett’s test of sphericity and the Kaiser–Meyer–Olkin measure of sampling adequacy. We used the Factor package in Jamovi statistical software to perform EFA. We employed an Oblimin rotation and a Principal Axis extraction method. We also calculated the internal consistency of the questionnaire as a whole as well as each individual question. RESULTS: Our sample consisted of 265 (85%) women, 45 (14%) men, and 3 (1%) non-binary or other genders. The mean age of our participants was 34.65 (SD = 11.57, range = 18–65) years. EFA suggested a three-factor model. Questions 11, 13, 14, 15, and 16 measured one factor (we interpreted this as “Caregiving Roles”), questions 1, 3, 4, 8, 9, 10, 18, and 19 measured a different factor (“Traditionally Feminine Roles”), and questions 2, 5, 6, and 12 measured the “Traditionally Masculine Roles”. The questionnaire and each individual question demonstrated excellent internal consistency (Cronbach's α > 0.90). CONCLUSION: The Home and Family Work Roles Questionnaire may measure three distinct factors, which we have named Caregiving, Traditionally Feminine, and Traditionally Masculine Roles. This aligns with the theory used in developing the questionnaire. Separation of the Home and Family Work Roles Questionnaire into three sub-scales with distinct scores is recommended to measure each of the recommended constructs. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12905-023-02199-1. |
format | Online Article Text |
id | pubmed-9911936 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-99119362023-02-10 Construct validity and internal consistency of the Home and Family Work Roles Questionnaires: a cross-sectional study with exploratory factor analysis Dabbagh, A. Seens, H. Fraser, J. MacDermid, J. C. BMC Womens Health Research INTRODUCTION: Exploratory Factor Analysis (EFA) measures the underlying relationships between questionnaire items and the factors (“constructs”) measured by a questionnaire. The Home and Family Work Roles Questionnaire has not been assessed using EFA; therefore, our objective was to identify the factors measured by this questionnaire. METHODS: We recruited 314 persons to complete the questionnaire and to answer several demographic questions. We determined if the data was factorable by performing Bartlett’s test of sphericity and the Kaiser–Meyer–Olkin measure of sampling adequacy. We used the Factor package in Jamovi statistical software to perform EFA. We employed an Oblimin rotation and a Principal Axis extraction method. We also calculated the internal consistency of the questionnaire as a whole as well as each individual question. RESULTS: Our sample consisted of 265 (85%) women, 45 (14%) men, and 3 (1%) non-binary or other genders. The mean age of our participants was 34.65 (SD = 11.57, range = 18–65) years. EFA suggested a three-factor model. Questions 11, 13, 14, 15, and 16 measured one factor (we interpreted this as “Caregiving Roles”), questions 1, 3, 4, 8, 9, 10, 18, and 19 measured a different factor (“Traditionally Feminine Roles”), and questions 2, 5, 6, and 12 measured the “Traditionally Masculine Roles”. The questionnaire and each individual question demonstrated excellent internal consistency (Cronbach's α > 0.90). CONCLUSION: The Home and Family Work Roles Questionnaire may measure three distinct factors, which we have named Caregiving, Traditionally Feminine, and Traditionally Masculine Roles. This aligns with the theory used in developing the questionnaire. Separation of the Home and Family Work Roles Questionnaire into three sub-scales with distinct scores is recommended to measure each of the recommended constructs. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12905-023-02199-1. BioMed Central 2023-02-10 /pmc/articles/PMC9911936/ /pubmed/36765412 http://dx.doi.org/10.1186/s12905-023-02199-1 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Dabbagh, A. Seens, H. Fraser, J. MacDermid, J. C. Construct validity and internal consistency of the Home and Family Work Roles Questionnaires: a cross-sectional study with exploratory factor analysis |
title | Construct validity and internal consistency of the Home and Family Work Roles Questionnaires: a cross-sectional study with exploratory factor analysis |
title_full | Construct validity and internal consistency of the Home and Family Work Roles Questionnaires: a cross-sectional study with exploratory factor analysis |
title_fullStr | Construct validity and internal consistency of the Home and Family Work Roles Questionnaires: a cross-sectional study with exploratory factor analysis |
title_full_unstemmed | Construct validity and internal consistency of the Home and Family Work Roles Questionnaires: a cross-sectional study with exploratory factor analysis |
title_short | Construct validity and internal consistency of the Home and Family Work Roles Questionnaires: a cross-sectional study with exploratory factor analysis |
title_sort | construct validity and internal consistency of the home and family work roles questionnaires: a cross-sectional study with exploratory factor analysis |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9911936/ https://www.ncbi.nlm.nih.gov/pubmed/36765412 http://dx.doi.org/10.1186/s12905-023-02199-1 |
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