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The accuracy of portion size estimation using food images and textual descriptions of portion sizes: an evaluation study
BACKGROUND: Inaccurate self‐report of portion sizes is a major cause of measurement error in dietary assessment. To reduce this error, different portion size estimation aids (PSEAs) have been developed, including food images (image based, IB‐PSE) and textual descriptions of portion sizes (text‐based...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9291996/ https://www.ncbi.nlm.nih.gov/pubmed/33761165 http://dx.doi.org/10.1111/jhn.12878 |
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author | Lucassen, Desiree A. Willemsen, Romy F. Geelen, Anouk Brouwer‐Brolsma, Elske M. Feskens, Edith J.M. |
author_facet | Lucassen, Desiree A. Willemsen, Romy F. Geelen, Anouk Brouwer‐Brolsma, Elske M. Feskens, Edith J.M. |
author_sort | Lucassen, Desiree A. |
collection | PubMed |
description | BACKGROUND: Inaccurate self‐report of portion sizes is a major cause of measurement error in dietary assessment. To reduce this error, different portion size estimation aids (PSEAs) have been developed, including food images (image based, IB‐PSE) and textual descriptions of portion sizes (text‐based, TB‐PSE). We assessed the accuracy of portion size estimation by IB‐PSE and TB‐PSE. METHODS: True intake of one lunch was ascertained in forty participants. Self‐reported portion sizes were assessed after 2 and 24 hours by means of TB‐PSE and IB‐PSE, in random order. Wilcoxon's tests were used to compare mean true intakes to reported intakes. Moreover, proportions of reported portion sizes within 10% and 25% of true intake were assessed. An adapted Bland‐Altman approach was used to assess agreement between true and reported portion sizes. Analyses were conducted for all foods and drinks combined and for predetermined food types. RESULTS: No significant differences were observed between reported portion sizes at 2 and 24 hours after lunch. Combining median relative errors of all foods items resulted in an overall 0% error rate for TB‐PSE and 6% error rate for IB‐PSE. Comparing reported portion sizes within 10% (31% vs. 13%) and 25% (50% vs. 35%) of the true intake showed a better performance for TB‐PSE compared to IP‐PSE, respectively. Bland‐Altman plots indicated a higher agreement between reported and true intake for TB‐PSE compared to IB‐PSE. CONCLUSIONS: Although the use of TB‐PSE still results in measurement error, our results suggest a more accurate dietary intake assessment with TB‐PSE than IB‐PSE. |
format | Online Article Text |
id | pubmed-9291996 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-92919962022-07-20 The accuracy of portion size estimation using food images and textual descriptions of portion sizes: an evaluation study Lucassen, Desiree A. Willemsen, Romy F. Geelen, Anouk Brouwer‐Brolsma, Elske M. Feskens, Edith J.M. J Hum Nutr Diet Nutritional Assessment BACKGROUND: Inaccurate self‐report of portion sizes is a major cause of measurement error in dietary assessment. To reduce this error, different portion size estimation aids (PSEAs) have been developed, including food images (image based, IB‐PSE) and textual descriptions of portion sizes (text‐based, TB‐PSE). We assessed the accuracy of portion size estimation by IB‐PSE and TB‐PSE. METHODS: True intake of one lunch was ascertained in forty participants. Self‐reported portion sizes were assessed after 2 and 24 hours by means of TB‐PSE and IB‐PSE, in random order. Wilcoxon's tests were used to compare mean true intakes to reported intakes. Moreover, proportions of reported portion sizes within 10% and 25% of true intake were assessed. An adapted Bland‐Altman approach was used to assess agreement between true and reported portion sizes. Analyses were conducted for all foods and drinks combined and for predetermined food types. RESULTS: No significant differences were observed between reported portion sizes at 2 and 24 hours after lunch. Combining median relative errors of all foods items resulted in an overall 0% error rate for TB‐PSE and 6% error rate for IB‐PSE. Comparing reported portion sizes within 10% (31% vs. 13%) and 25% (50% vs. 35%) of the true intake showed a better performance for TB‐PSE compared to IP‐PSE, respectively. Bland‐Altman plots indicated a higher agreement between reported and true intake for TB‐PSE compared to IB‐PSE. CONCLUSIONS: Although the use of TB‐PSE still results in measurement error, our results suggest a more accurate dietary intake assessment with TB‐PSE than IB‐PSE. John Wiley and Sons Inc. 2021-03-24 2021-12 /pmc/articles/PMC9291996/ /pubmed/33761165 http://dx.doi.org/10.1111/jhn.12878 Text en © 2021 The Authors. Journal of Human Nutrition and Dietetics published by John Wiley & Sons Ltd on behalf of British Dietetic Association. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Nutritional Assessment Lucassen, Desiree A. Willemsen, Romy F. Geelen, Anouk Brouwer‐Brolsma, Elske M. Feskens, Edith J.M. The accuracy of portion size estimation using food images and textual descriptions of portion sizes: an evaluation study |
title | The accuracy of portion size estimation using food images and textual descriptions of portion sizes: an evaluation study |
title_full | The accuracy of portion size estimation using food images and textual descriptions of portion sizes: an evaluation study |
title_fullStr | The accuracy of portion size estimation using food images and textual descriptions of portion sizes: an evaluation study |
title_full_unstemmed | The accuracy of portion size estimation using food images and textual descriptions of portion sizes: an evaluation study |
title_short | The accuracy of portion size estimation using food images and textual descriptions of portion sizes: an evaluation study |
title_sort | accuracy of portion size estimation using food images and textual descriptions of portion sizes: an evaluation study |
topic | Nutritional Assessment |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9291996/ https://www.ncbi.nlm.nih.gov/pubmed/33761165 http://dx.doi.org/10.1111/jhn.12878 |
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