Liking of food textures and relationship with oral physiological parameters
2016-08
Loading...
Persistent link to this item
Statistics
View StatisticsJournal Title
Journal ISSN
Volume Title
Title
Liking of food textures and relationship with oral physiological parameters
Authors
Published Date
2016-08
Publisher
Type
Thesis or Dissertation
Abstract
The first two objectives of this study were to examine the relationships among liking ratings of a wide variety of food textures and to group people based on their liking ratings. In Part 1, 288 participants rated their liking of 106 texture attributes. Principal components analysis (PCA) of the liking ratings produced a 34-component solution; none of the components explained more than 3% of the variation in liking ratings. Agglomerative hierarchical clustering (AHC) of participants on their liking ratings produced a 5-cluster solution that explained only 5.6% of the variation in liking ratings. Most individuals fell into clusters without distinct texture liking profiles. Another objective of this study was to examine relationships among individuals’ food texture liking ratings, mouth behavior group, and measurements of four oral physiological parameters (saliva flow rate, chewing efficiency, biting force, and particle size sensitivity). In Part 2, 100 participants completed the survey on food texture liking and then classified themselves into one of the four mouth behavior groups (Chewers, Crunchers, Smooshers, Suckers) proposed by Jeltema et al. (2015). Measurements of the four oral physiological parameters were also recorded for each participant. AHC of participants on their oral physiological measurements produced a 4-cluster solution consisting of a ‘low particle size sensitivity’ cluster, a ‘high biting force’ cluster, a ‘high saliva flow rate’ cluster, and a ‘low saliva flow rate and low chewing efficiency’ cluster. These clusters accounted for 52% of the variation in the oral physiological measurements. Again, most individuals fell into clusters without distinct texture liking profiles. Analyses of variance (ANOVA) of liking ratings and oral physiological measurements by mouth behavior group and regression analyses of liking ratings, oral physiological measurements, and mouth behavior group revealed only a few relationships among these three types of variables. All of these relationships would have been statistically insignificant if we had applied Bonferroni corrections to adjust for the very large number of statistical tests conducted. Complete R and SAS codes used for data analysis are included as a supplementary file.
Description
University of Minnesota M.S. thesis. August 2016. Major: Food Science. Advisor: Zata Vickers. 1 computer file (PDF); ix, 155 pages.
Replaces
License
Series/Report Number
Funding information
Isbn identifier
Doi identifier
Previously Published Citation
Other identifiers
Suggested citation
Kim, Sophia. (2016). Liking of food textures and relationship with oral physiological parameters. Retrieved from the University Digital Conservancy, https://hdl.handle.net/11299/182688.
Content distributed via the University Digital Conservancy may be subject to additional license and use restrictions applied by the depositor. By using these files, users agree to the Terms of Use. Materials in the UDC may contain content that is disturbing and/or harmful. For more information, please see our statement on harmful content in digital repositories.