Hedonic Scale
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The hedonic scale is a sensory evaluation tool used to measure the degree of pleasure or liking of a product or service. The scale usually consists of 9 levels ranging from 1 to 9, or "dislike extremely" to "like extremely". The hedonic scale is widely used for consumer acceptance testing.


Overview

The main characteristics of the scale are that each category is associated with a verbal descriptor from “Dislike extremely” to “Like extremely” and that the scale has a neutral category, “Neither Like nor Dislike”. The scale offers a chance for respondents to give extreme end answers and express their strong positive or negative feelings, such as "Dislike extremely" (1). The bipolar nature of the scale and the assumption of equal psychological distance between successive scale points make it a useful tool for some researchers.


History and Development

The hedonic scale originated from the study of hedonic emotions, meaning subjective experiences of pleasure and displeasure. Coming from the Greek word '' hēdonē,'' meaning “pleasure”, it was designed to understand individuals’ responses to a specific stimulus. The scale is based on the roots of
psychophysics Psychophysics is the field of psychology which quantitatively investigates the relationship between physical stimulus (physiology), stimuli and the sensation (psychology), sensations and perceptions they produce. Psychophysics has been described ...
and
affective science Affective science is the scientific study of emotion or affect. This includes the study of emotion elicitation, emotional experience and the recognition of emotions in others. Of particular relevance are the nature of feeling, mood, emotionall ...
, which attempt to understand how to quantify emotional human responses to physical stimuli. The 9-point hedonic scale was created by Peryam and Pilgrim in the 1950s, initially to measure food preferences amongst soldiers in the
U.S. Armed Forces The United States Armed Forces are the military forces of the United States. U.S. federal law names six armed forces: the Army, Marine Corps, Navy, Air Force, Space Force, and the Coast Guard. Since 1949, all of the armed forces, except th ...
. The developers applied the graphic rating scale, which
experimental psychologists An experiment is a procedure carried out to support or refute a hypothesis, or determine the efficacy or likelihood of something previously untried. Experiments provide insight into cause-and-effect by demonstrating what outcome occurs when ...
used to measure various psychological phenomena, for this case measuring the “hedonic” value of foods.


Current Use

Since then, it has adapted to the modern
food industry The food industry is a complex, global network of diverse businesses that supplies most of the food consumed by the world's population. The food industry today has become highly diversified, with manufacturing ranging from small, traditional, ...
to assess consumer acceptance and the sensory quality of food. Furthermore, it has become the most widely used scale in research studying hedonic perception.


Hedonic Scale Adapted For Children

A number of hedonic scales for children have been proposed, some using pictures (often faces), some using words, and some a combination of pictures and words. These newly proposed scales were adapted to suit children’s language, for example, as illustrated in the table below, replacing terms such as “extremely like” with “super good”. Rather than using numbers to show the value of a product, the children’s hedonic scale includes different faces with various
facial expression Facial expression is the motion and positioning of the muscles beneath the skin of the face. These movements convey the emotional state of an individual to observers and are a form of nonverbal communication. They are a primary means of conveying ...
s, e.g., a smiling face suggesting “happiness”. However, these faces may unintentionally create bias or confusion. For example, children may choose the ‘happy’ face because they prefer the image itself, rather than because it represents their opinion about the food they tasted. Other researchers highlight that the eyes and the mouth are particularly important to the interpretation of the facial expression, making the design of the children’s version of the hedonic scale especially crucial to its effectiveness.


Cultural Considerations

Despite its widespread use, the hedonic scale may not be applicable due to cultural and
linguistic Linguistics is the scientific study of language. The areas of linguistic analysis are syntax (rules governing the structure of sentences), semantics (meaning), Morphology (linguistics), morphology (structure of words), phonetics (speech sounds ...
differences. This can affect the respondents’ interpretations of the scale, specifically when it comes to translating them, as some terms will not have the same meaning when translated. For instance, Spanish-speaking participants may interpret “extremely” differently, potentially skewing responses. Similarly, in many Asian cultures, respondents tend to avoid extreme responses to maintain harmony. This can result in
data clustering Cluster analysis or clustering is the data analyzing technique in which task of grouping a set of objects in such a way that objects in the same group (called a cluster) are more similar (in some specific sense defined by the analyst) to each o ...
around the midpoint, reducing the sensitivity of the scale. The interpretation and understanding of the facial expression used for the children’s hedonic scale is not
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across different cultures. For example, a smiling face may not convey the same emotion amongst different societies, highlighting the importance of adapting each hedonic scale to the culture of the country it’s being used in to ensure accurate results.


Advantages


Simple to understand

The scale is easy and quick to complete, which makes it suitable for people of all ages and different
literacy Literacy is the ability to read and write, while illiteracy refers to an inability to read and write. Some researchers suggest that the study of "literacy" as a concept can be divided into two periods: the period before 1950, when literacy was ...
levels. Due to its simplicity, it increases the likelihood of people responding to the scale and taking part in research.


Ability to Quantify Responses

The scale can turn emotions and preferences, such as liking or disliking stimuli, into numerical values. This enables researchers to perform calculations and
statistical analysis Statistical inference is the process of using data analysis to infer properties of an underlying probability distribution.Upton, G., Cook, I. (2008) ''Oxford Dictionary of Statistics'', OUP. . Inferential statistical analysis infers properties of ...
of personal preferences, increasing the objectivity and
reliability Reliability, reliable, or unreliable may refer to: Science, technology, and mathematics Computing * Data reliability (disambiguation), a property of some disk arrays in computer storage * Reliability (computer networking), a category used to des ...
of the research.


Real-world application

The scale is widely used within the food industry for practical reasons, such as planning of menus; for example, items that receive low reviews can be removed. This may contribute to
consumer satisfaction Customer satisfaction is a term frequently used in marketing to evaluate customer experience. It is a measure of how products and services supplied by a company meet or surpass customer expectation. Customer satisfaction is defined as "the number ...
by improving the quality and appeal of available products, therefore increasing overall utility.


High face validity

The scale asks respondents how much they like or dislike a stimulus with clear and familiar language.  This means that participants easily understand what the scale measures, hence increasing the authenticity of the responses.


Disadvantages


Suffers from beta cultural bias

The scale does not translate accurately into Spanish and other Asian languages, demonstrating it lacks generalisability across cultures. The most reported complaint is the different meaning of the word “extreme” in these languages.


Challenging to analyse

The scale produces
ordinal data Ordinal data is a categorical, statistical data type where the variables have natural, ordered categories and the distances between the categories are not known. These data exist on an ordinal scale, one of four Level of measurement, levels of m ...
, but it is treated as interval data for statistical analyses like
ANOVA Analysis of variance (ANOVA) is a family of statistical methods used to compare the means of two or more groups by analyzing variance. Specifically, ANOVA compares the amount of variation ''between'' the group means to the amount of variation ''w ...
. This mismatch can make data analysis challenging, as it assumes equal spacing between response options when this may not be the case. As a result, it may lead to inaccurate conclusions and reduce the overall reliability and validity of the research findings.


Chance of response bias

The scale includes a neutral midpoint, which can result in a central tendency error, where respondents avoid using extreme ends and they don't express their real opinions. This can result in non-representative data and reduce the
external validity External validity is the validity of applying the conclusions of a scientific study outside the context of that study. In other words, it is the extent to which the results of a study can generalize or transport to other situations, people, stimul ...
of findings.


Absence of qualitative insights

The scale measures overall liking or disliking; however, it doesn’t reveal the specific reasons behind those responses. As a result, it struggles to understand why respondents feel a certain way, which can limit the practical element of the scale.


See also

* JAR scale


References

{{Product testing Product testing Psychophysics