Introduction to Sensory Science PDF
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This document provides an introduction to sensory science. It details the data collection process, involving human subjects, and various aspects of sensory measurement. Key concepts include variability, context effects, and descriptive analysis.
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11/20 - Introduction to Sensory Science Sensory science is a science of measurement Data collection done on humans and gather data by asking them to perform tasks and describe feelings Sensory science measures… ○ The result of the product x subject ○ Ex....
11/20 - Introduction to Sensory Science Sensory science is a science of measurement Data collection done on humans and gather data by asking them to perform tasks and describe feelings Sensory science measures… ○ The result of the product x subject ○ Ex. perception (looking at something and perceiving it as something) ○ People may experience diff things with same product ○ “Blue dress” or “gold dress” ○ The limit at where the eyes adjust, sensory differences Dealing with human diversity ○ Cultures like different things ○ Sensitivity to diff compounds Sensory vs. Instrumental measurements ○ Variability is larger in humans compared to machines (pH machines, etc) ○ Variability can be solved using panels ○ Train people to use a scale so they know what they are looking for (ex. sourness) ○ Training sometimes not necessary, (do you like product? → doesnt make sense to train) Dealing with product variability ○ Ex. same fruit, but variability in each fruit or part of fruit Context effect and sensory interactions ○ Test the same product with other products → see if you get same results Need to control evaluation conditions Context effect and sensory interactions ○ Changing the same compound which taste the same and change the color of the compound (red vs green) ○ Compound was benzaldehyde, taste like bitter almond, cherry smell ○ Normalized associating color with smell and taste Complexity is usually the rule ○ We evolved to use multiple senses at the same time, hard to separate ○ Try to separate senses in sensory evaluations Three main categories of sensory measures ○ Difference (triangle test, two same and one different, spot the odd one out) ○ Description (measuring sensory profile with a trained profile) ○ Hedonic test (liking test on different scales) Discriminative Testing ○ Make sure test not just by chance to have the task done multiple times or by multiple people Descriptive analysis ○ List of difference attributes/flavors (sweet, sour, bitter) and a scale to rate intensity of each attribute Descriptive Data ○ Think about how data should look like before you collect data ○ 3 way data set, judges, attributes, products ○ Compute all the means, but lose complexity for a smaller data set Best Practices ○ Balanced order ○ Individual evaluation ○ Careful sample preparation ○ Controlled context ○ Proper training Main test design categories ○ Pure monadic: each participant evaluates only one product ○ Monadic sequential: participants evaluate samples one after the other (within a session or across multiple sessions) Comparative: participants evaluate several samples at the same time ○ Issue with comparative testing? Importance of managing order effects Sensory designs to balance order and cary-over effects ○ Probably for sequential testing Sensory and marketing approaches may differ ○ Blind tasting vs. branded tasting with designs ○ Short survey vs long survey of product Product appeal varies in different environments ○ Ex. airplane may be more flavorless ○ Testing in lab setting vs simulated airplane cabin ○ Testing product in different environments and offering survey for evaluation task ○ Appropriateness of product in environment ○ Ex. beer in lab vs beer in nightclub Product may “taste better” in night club but could do worse in a neutral setting ○ Ex. hop water given outdoors by yourself vs outdoors with a group (hangout) Hop water tasted more like beer with a group