Characterising the reproducibility and reliability of dietary patterns among Yup'ik Alaska Native people

FFQ data can be used to characterise dietary patterns for diet–disease association studies. In the present study, we evaluated three previously defined dietary patterns – ‘subsistence foods’, market-based ‘processed foods’ and ‘fruits and vegetables’ – among a sample of Yup'ik people from South...

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Published in:British Journal of Nutrition
Main Authors: Ryman, Tove K., Boyer, Bert B., Hopkins, Scarlett, Philip, Jacques, O'Brien, Diane, Thummel, Kenneth, Austin, Melissa A.
Format: Article in Journal/Newspaper
Language:English
Published: Cambridge University Press (CUP) 2015
Subjects:
Online Access:http://dx.doi.org/10.1017/s0007114514003596
https://www.cambridge.org/core/services/aop-cambridge-core/content/view/S0007114514003596
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spelling crcambridgeupr:10.1017/s0007114514003596 2024-06-23T07:57:27+00:00 Characterising the reproducibility and reliability of dietary patterns among Yup'ik Alaska Native people Ryman, Tove K. Boyer, Bert B. Hopkins, Scarlett Philip, Jacques O'Brien, Diane Thummel, Kenneth Austin, Melissa A. 2015 http://dx.doi.org/10.1017/s0007114514003596 https://www.cambridge.org/core/services/aop-cambridge-core/content/view/S0007114514003596 en eng Cambridge University Press (CUP) https://www.cambridge.org/core/terms British Journal of Nutrition volume 113, issue 4, page 634-643 ISSN 0007-1145 1475-2662 journal-article 2015 crcambridgeupr https://doi.org/10.1017/s0007114514003596 2024-06-05T04:04:45Z FFQ data can be used to characterise dietary patterns for diet–disease association studies. In the present study, we evaluated three previously defined dietary patterns – ‘subsistence foods’, market-based ‘processed foods’ and ‘fruits and vegetables’ – among a sample of Yup'ik people from Southwest Alaska. We tested the reproducibility and reliability of the dietary patterns, as well as the associations of these patterns with dietary biomarkers and participant characteristics. We analysed data from adult study participants who completed at least one FFQ with the Center for Alaska Native Health Research 9/2009–5/2013. To test the reproducibility of the dietary patterns, we conducted a confirmatory factor analysis (CFA) of a hypothesised model using eighteen food items to measure the dietary patterns ( n 272). To test the reliability of the dietary patterns, we used the CFA to measure composite reliability ( n 272) and intra-class correlation coefficients for test–retest reliability ( n 113). Finally, to test the associations, we used linear regression ( n 637). All factor loadings, except one, in CFA indicated acceptable correlations between foods and dietary patterns ( r >0·40), and model-fit criteria were >0·90. Composite and test–retest reliability of the dietary patterns were, respectively, 0·56 and 0·34 for ‘subsistence foods’, 0·73 and 0·66 for ‘processed foods’, and 0·72 and 0·54 for ‘fruits and vegetables’. In the multi-predictor analysis, the dietary patterns were significantly associated with dietary biomarkers, community location, age, sex and self-reported lifestyle. This analysis confirmed the reproducibility and reliability of the dietary patterns in the present study population. These dietary patterns can be used for future research and development of dietary interventions in this underserved population. Article in Journal/Newspaper Yup'ik Alaska Cambridge University Press British Journal of Nutrition 113 4 634 643
institution Open Polar
collection Cambridge University Press
op_collection_id crcambridgeupr
language English
description FFQ data can be used to characterise dietary patterns for diet–disease association studies. In the present study, we evaluated three previously defined dietary patterns – ‘subsistence foods’, market-based ‘processed foods’ and ‘fruits and vegetables’ – among a sample of Yup'ik people from Southwest Alaska. We tested the reproducibility and reliability of the dietary patterns, as well as the associations of these patterns with dietary biomarkers and participant characteristics. We analysed data from adult study participants who completed at least one FFQ with the Center for Alaska Native Health Research 9/2009–5/2013. To test the reproducibility of the dietary patterns, we conducted a confirmatory factor analysis (CFA) of a hypothesised model using eighteen food items to measure the dietary patterns ( n 272). To test the reliability of the dietary patterns, we used the CFA to measure composite reliability ( n 272) and intra-class correlation coefficients for test–retest reliability ( n 113). Finally, to test the associations, we used linear regression ( n 637). All factor loadings, except one, in CFA indicated acceptable correlations between foods and dietary patterns ( r >0·40), and model-fit criteria were >0·90. Composite and test–retest reliability of the dietary patterns were, respectively, 0·56 and 0·34 for ‘subsistence foods’, 0·73 and 0·66 for ‘processed foods’, and 0·72 and 0·54 for ‘fruits and vegetables’. In the multi-predictor analysis, the dietary patterns were significantly associated with dietary biomarkers, community location, age, sex and self-reported lifestyle. This analysis confirmed the reproducibility and reliability of the dietary patterns in the present study population. These dietary patterns can be used for future research and development of dietary interventions in this underserved population.
format Article in Journal/Newspaper
author Ryman, Tove K.
Boyer, Bert B.
Hopkins, Scarlett
Philip, Jacques
O'Brien, Diane
Thummel, Kenneth
Austin, Melissa A.
spellingShingle Ryman, Tove K.
Boyer, Bert B.
Hopkins, Scarlett
Philip, Jacques
O'Brien, Diane
Thummel, Kenneth
Austin, Melissa A.
Characterising the reproducibility and reliability of dietary patterns among Yup'ik Alaska Native people
author_facet Ryman, Tove K.
Boyer, Bert B.
Hopkins, Scarlett
Philip, Jacques
O'Brien, Diane
Thummel, Kenneth
Austin, Melissa A.
author_sort Ryman, Tove K.
title Characterising the reproducibility and reliability of dietary patterns among Yup'ik Alaska Native people
title_short Characterising the reproducibility and reliability of dietary patterns among Yup'ik Alaska Native people
title_full Characterising the reproducibility and reliability of dietary patterns among Yup'ik Alaska Native people
title_fullStr Characterising the reproducibility and reliability of dietary patterns among Yup'ik Alaska Native people
title_full_unstemmed Characterising the reproducibility and reliability of dietary patterns among Yup'ik Alaska Native people
title_sort characterising the reproducibility and reliability of dietary patterns among yup'ik alaska native people
publisher Cambridge University Press (CUP)
publishDate 2015
url http://dx.doi.org/10.1017/s0007114514003596
https://www.cambridge.org/core/services/aop-cambridge-core/content/view/S0007114514003596
genre Yup'ik
Alaska
genre_facet Yup'ik
Alaska
op_source British Journal of Nutrition
volume 113, issue 4, page 634-643
ISSN 0007-1145 1475-2662
op_rights https://www.cambridge.org/core/terms
op_doi https://doi.org/10.1017/s0007114514003596
container_title British Journal of Nutrition
container_volume 113
container_issue 4
container_start_page 634
op_container_end_page 643
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