The significance of cultural context in the classification of preferred mouth behavior: Exploring eating behavior using causal network analysis
Abstract Preferred mouth behavior studies have mostly focused on Western populations using the JBMB tool to determine how food is manipulated in the mouth. The objective of this study was to determine the relationship between preferred mouth behavior and eating behavior among the diverse group of 20...
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| Format: | Article |
| Language: | English |
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Wiley
2024-09-01
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| Series: | Food Frontiers |
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| Online Access: | https://doi.org/10.1002/fft2.457 |
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| author | Syahmeer How Kevin Kantono Pia I. Hedelund Nazimah Hamid Adlin Najihah Azhar Aishwarya Ventrakamani Alifdalino Sulaiman |
| author_facet | Syahmeer How Kevin Kantono Pia I. Hedelund Nazimah Hamid Adlin Najihah Azhar Aishwarya Ventrakamani Alifdalino Sulaiman |
| author_sort | Syahmeer How |
| collection | DOAJ |
| description | Abstract Preferred mouth behavior studies have mostly focused on Western populations using the JBMB tool to determine how food is manipulated in the mouth. The objective of this study was to determine the relationship between preferred mouth behavior and eating behavior among the diverse group of 209 Malaysians participants. A series of Analysis of Variances and an unsupervised machine learning technique known as Latent Class Clustering were utilized to determine individual's oral behavior. The Adult Eating Behavior Questionnaire was later modeled using causal networks, specifically Partial Least Squares‐Confirmatory Factor Analysis, to uncover relationship between appetitive qualities. The results from this study showed that cultural context and appropriateness play an essential role when classifying preferred mouth behavior using behavioral questionnaires and models. Furthermore, this study also determined the relationship between eating behavior and preferred mouth behavior, as well as unique differences in eating behavior observed among the mouth behavior groups. |
| format | Article |
| id | doaj-art-d27c622d54e7406ba0e40825cccfe331 |
| institution | Kabale University |
| issn | 2643-8429 |
| language | English |
| publishDate | 2024-09-01 |
| publisher | Wiley |
| record_format | Article |
| series | Food Frontiers |
| spelling | doaj-art-d27c622d54e7406ba0e40825cccfe3312024-11-17T09:43:58ZengWileyFood Frontiers2643-84292024-09-01552084209310.1002/fft2.457The significance of cultural context in the classification of preferred mouth behavior: Exploring eating behavior using causal network analysisSyahmeer How0Kevin Kantono1Pia I. Hedelund2Nazimah Hamid3Adlin Najihah Azhar4Aishwarya Ventrakamani5Alifdalino Sulaiman6Department of Process and Food Engineering, Faculty of Engineering Universiti Putra Malaysia Serdang MalaysiaCentre for Future Foods Auckland University of Technology Auckland New ZealandDepartment of Formulation and Process Development, Sensory Team Fertin Pharma Vejle DenmarkCentre for Future Foods Auckland University of Technology Auckland New ZealandDepartment of Process and Food Engineering, Faculty of Engineering Universiti Putra Malaysia Serdang MalaysiaDepartment of Chemical Engineering and Biotechnology University of Cambridge Cambridge UKDepartment of Process and Food Engineering, Faculty of Engineering Universiti Putra Malaysia Serdang MalaysiaAbstract Preferred mouth behavior studies have mostly focused on Western populations using the JBMB tool to determine how food is manipulated in the mouth. The objective of this study was to determine the relationship between preferred mouth behavior and eating behavior among the diverse group of 209 Malaysians participants. A series of Analysis of Variances and an unsupervised machine learning technique known as Latent Class Clustering were utilized to determine individual's oral behavior. The Adult Eating Behavior Questionnaire was later modeled using causal networks, specifically Partial Least Squares‐Confirmatory Factor Analysis, to uncover relationship between appetitive qualities. The results from this study showed that cultural context and appropriateness play an essential role when classifying preferred mouth behavior using behavioral questionnaires and models. Furthermore, this study also determined the relationship between eating behavior and preferred mouth behavior, as well as unique differences in eating behavior observed among the mouth behavior groups.https://doi.org/10.1002/fft2.457eating behaviorfood approachfood avoidanceoral behaviorfood oral processingmodel |
| spellingShingle | Syahmeer How Kevin Kantono Pia I. Hedelund Nazimah Hamid Adlin Najihah Azhar Aishwarya Ventrakamani Alifdalino Sulaiman The significance of cultural context in the classification of preferred mouth behavior: Exploring eating behavior using causal network analysis Food Frontiers eating behavior food approach food avoidance oral behavior food oral processing model |
| title | The significance of cultural context in the classification of preferred mouth behavior: Exploring eating behavior using causal network analysis |
| title_full | The significance of cultural context in the classification of preferred mouth behavior: Exploring eating behavior using causal network analysis |
| title_fullStr | The significance of cultural context in the classification of preferred mouth behavior: Exploring eating behavior using causal network analysis |
| title_full_unstemmed | The significance of cultural context in the classification of preferred mouth behavior: Exploring eating behavior using causal network analysis |
| title_short | The significance of cultural context in the classification of preferred mouth behavior: Exploring eating behavior using causal network analysis |
| title_sort | significance of cultural context in the classification of preferred mouth behavior exploring eating behavior using causal network analysis |
| topic | eating behavior food approach food avoidance oral behavior food oral processing model |
| url | https://doi.org/10.1002/fft2.457 |
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