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      Adaptation and validation of a food frequency questionnaire (FFQ) to assess dietary intake in Moroccan adults

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          Abstract

          Background

          To date, no culture-specific food frequency questionnaires (FFQ) are available in North Africa. The aim of this study was to adapt and examine the reproducibility and validity of an FFQ or use in the Moroccan population.

          Methods

          The European Global Asthma and Allergy Network (GA 2LEN) FFQ was used to assess its applicability in Morocco. The GA 2LEN FFQ is comprised of 32 food sections and 200 food items. Using scientific published literature, as well as local resources, we identified and added foods that were representative of the Moroccan diet. Translation of the FFQ into Moroccan Arabic was carried out following the World Health Organization (WHO) standard operational procedure. To test the validity and the reproducibility of the FFQ, 105 healthy adults working at Hassan II University Hospital Center of Fez were invited to answer the adapted FFQ in two occasions, 1 month apart, and to complete three 24-h dietary recall questionnaires during this period. Pearson correlation, and Bland-Altman plots were used to assess validity of nutrient intakes. The reproducibility between nutrient intakes as reported from the first and second FFQ were calculated using intra-class correlation coefficient (ICC). All nutrients were log-transformed to improve normality and were adjusted using the residual method.

          Results

          The adapted FFQ was comprised of 255 items that included traditional Moroccan foods. Eighty-seven adults (mean age 27.3 ± 5.7 years) completed all the questionnaires. For energy and nutrients, the intakes reported in the FFQ1 were higher than the mean intakes reported by the 24-h recall questionnaires. The Pearson correlation coefficients between the first FFQ and the mean of three 24-h recall questionnaires were statistically significant. For validity, de-attenuated correlations were all positive, statistically significant and ranging from 0.24 (fiber) to 0.93 (total MUFA). For reproducibility, the ICCs were statistically significant and ranged between 0.69 for fat and 0.84 for Vitamin A.

          Conclusion

          This adapted FFQ is an acceptable tool to assess usual dietary intake in Moroccan adults. Given its representativeness of local food intake, it can be used as an instrument to investigate the role of diet on health and disease outcomes.

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          Most cited references32

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          Development, validation and utilisation of food-frequency questionnaires - a review.

          The purpose of this review is to provide guidance on the development, validation and use of food-frequency questionnaires (FFQs) for different study designs. It does not include any recommendations about the most appropriate method for dietary assessment (e.g. food-frequency questionnaire versus weighed record). A comprehensive search of electronic databases was carried out for publications from 1980 to 1999. Findings from the review were then commented upon and added to by a group of international experts. Recommendations have been developed to aid in the design, validation and use of FFQs. Specific details of each of these areas are discussed in the text. FFQs are being used in a variety of ways and different study designs. There is no gold standard for directly assessing the validity of FFQs. Nevertheless, the outcome of this review should help those wishing to develop or adapt an FFQ to validate it for its intended use.
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            Reliability, repeatability and reproducibility: analysis of measurement errors in continuous variables.

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              Comparative validation of the Block, Willett, and National Cancer Institute food frequency questionnaires : the Eating at America's Table Study.

              Researchers at the National Cancer Institute developed a new cognitively based food frequency questionnaire (FFQ), the Diet History Questionnaire (DHQ). The Eating at America's Table Study sought to validate and compare the DHQ with the Block and Willett FFQs. Of 1,640 men and women recruited to participate from a nationally representative sample in 1997, 1,301 completed four telephone 24-hour recalls, one in each season. Participants were randomized to receive either a DHQ and Block FFQ or a DHQ and Willett FFQ. With a standard measurement error model, correlations for energy between estimated truth and the DHQ, Block FFQ, and Willett FFQ, respectively, were 0.48, 0.45, and 0.18 for women and 0.49, 0.45, and 0.21 for men. For 26 nutrients, correlations and attenuation coefficients were somewhat higher for the DHQ versus the Block FFQ, and both were better than the Willett FFQ in models unadjusted for energy. Energy adjustment increased correlations and attenuation coefficients for the Willett FFQ dramatically and for the DHQ and Block FFQ instruments modestly. The DHQ performed best overall. These data show that the DHQ and the Block FFQ are better at estimating absolute intakes than is the Willett FFQ but that, after energy adjustment, all three are more comparable for purposes of assessing diet-disease risk.
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                Author and article information

                Contributors
                elkinanykhaoula@hotmail.fr
                vgla@jhu.edu
                khalis.mohamed79@gmail.com
                dolamouna@gmail.com
                b.abdelilah@gmail.com
                amran.massod@yahoo.com
                mcbenjelloun@yahoo.fr
                elrhazikarima@gmail.com
                Journal
                Nutr J
                Nutr J
                Nutrition Journal
                BioMed Central (London )
                1475-2891
                12 June 2018
                12 June 2018
                2018
                : 17
                : 61
                Affiliations
                [1 ]ISNI 0000 0001 2337 1523, GRID grid.20715.31, Department of Epidemiology and Public Health, Faculty of Medicine and pharmacy of Fez, , Sidi Mohamed Ben Abdellah University, ; Fez, Morocco
                [2 ]Laboratory of Microbiology and Molecular Biology, Faculty of Science DharMehraz, Fez, Morocco
                [3 ]ISNI 0000 0001 2171 9311, GRID grid.21107.35, Department of International Health, , The Johns Hopkins Bloomberg School of Public Health, ; Baltimore, USA
                [4 ]ISNI 0000 0001 2113 8111, GRID grid.7445.2, Population Health and Occupational Disease, , NHLI, Imperial College London, ; London, UK
                [5 ]GRID grid.412817.9, Respiratory Department, , Hassan II University Hospital Center of Fez, ; Fez, Morocco
                Author information
                http://orcid.org/0000-0002-0003-1988
                Article
                368
                10.1186/s12937-018-0368-4
                5998554
                29895304
                8b64178f-b359-4994-9f18-555e7dd5f357
                © The Author(s). 2018

                Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License ( http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver ( http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.

                History
                : 6 July 2017
                : 24 May 2018
                Categories
                Research
                Custom metadata
                © The Author(s) 2018

                Nutrition & Dietetics
                food frequency questionnaire,morocco,north africa,validity,reproducibility,diet,ga2len

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