Related Experiment Video
Updated: Feb 23, 2026
08:12
A Psychophysics Paradigm for the Collection and Analysis of Similarity Judgments
Published on: March 1, 2022
3.0K
Qualitatively Coherent Representation Makes Decision-Making Easier with Binary-Colored Multi-Attribute Tables: An
Masahiro Morii1, Takashi Ideno1,2, Kazuhisa Takemura3
1Global Research Center for Logic and Sensibility, Keio UniversityTokyo, Japan.
Frontiers in Psychology
|September 2, 2017
Summary
Coloring cells in tables impacts decision-making. Qualitatively coherent color assignments, like "black is better," improve decision speed and accuracy compared to quantitatively coherent ones, as shown by eye movement data.
Area of Science:
- Cognitive psychology
- Human-computer interaction
- Information visualization
Background:
- Effective data presentation is crucial for decision-making.
- Cell coloring in tables can influence cognitive processing and task performance.
- Understanding how color-value associations affect perception is key to designing better interfaces.
Purpose of the Study:
- To investigate the impact of different cell coloring strategies on decision-making in multi-attribute tables.
- To compare quantitatively coherent versus qualitatively coherent color assignments.
- To analyze eye movement patterns to understand decision strategies.
Main Methods:
- Participants made decisions using black-and-white colored attribute tables.
- Two types of color assignments were tested: quantitatively coherent (e.g., larger is black) and qualitatively coherent (e.g., better is black).
- Eye movement data was collected and analyzed to track visual attention and decision processes.
Main Results:
- Qualitatively coherent tables (Types 3 & 4) facilitated easier decision-making than quantitatively coherent tables (Types 1 & 2).
- The "black is better" (Type 3) qualitative assignment led to better decision-making than "white is better" (Type 4).
- Eye movement patterns indicated participants focused on more important cells in "black is better" tables, supporting improved performance.
Conclusions:
- Qualitative color-value associations in tables enhance decision-making efficiency.
- "Black is better" is a more effective qualitative assignment than "white is better" for improving focus and decision outcomes.
- Eye-tracking data provides insights into the cognitive strategies employed during table-based decision-making.
Related Concept Videos
02:13The Representativeness Heuristic
16.9K
The representative heuristic describes a biased way of thinking, in which you unintentionally stereotype someone or something. For example, you may assume that your professors spend their free time reading books and engaging in intellectual conversation, because the idea of them spending their time playing volleyball or visiting an amusement park does not fit in with your stereotypes of professors.
16.9K
01:07Bar Graph
23.4K
A bar graph is also called a bar chart and consists of bars that are separated from each other. It either uses horizontal or vertical bars to show comparisons among categories. The bars can be rectangles, or they can be rectangular boxes (used in three-dimensional plots). One axis of the graph represents the specific categories being compared, and the other axis shows a discrete value. In this graph, the length of the bar for each category is proportional to the number or percent of individuals...
23.4K
01:24Color Vision
1.7K
Color perception begins in the retina, the light-sensitive layer at the back of the eye. Two main theories explain how colors are seen: the trichromatic theory and the opponent-process theory. The trichromatic theory, proposed by Thomas Young in 1802 and extended by Hermann von Helmholtz in 1852, suggests that color vision is based on three types of cone receptors in the retina. These cones are sensitive to different but overlapping ranges of wavelengths corresponding to red, blue, and green.
1.7K
01:29Contingency Table
4.4K
A contingency table provides a way of portraying data that can facilitate calculating probabilities. It is a method of displaying a frequency distribution as a table with rows and columns to show how two variables may be dependent (contingent) upon each other; The table helps determine conditional probabilities quite quickly and can help systematically organize, analyze and quantify data. The table displays sample values concerning two variables that may be dependent or contingent on one...
4.4K
01:20Decision Making
1.1K
Decision-making is a fundamental cognitive process that involves evaluating alternatives and selecting among them. This process can range from simple choices, such as deciding what to wear, to complex decisions, like choosing a major in college or a career path. The complexity of the decision often dictates the approach we use, which can be broadly categorized into two types: automatic and controlled decision-making.
Automatic decision-making is fast, intuitive, and relies on gut feelings...
Automatic decision-making is fast, intuitive, and relies on gut feelings...
1.1K
01:14Decision Making: Traditional Method
5.6K
The process of hypothesis testing based on the traditional method includes calculating the critical value, testing the value of the test statistic using the sample data, and interpreting these values.
First, a specific claim about the population parameter is decided based on the research question and is stated in a simple form. Further, an opposing statement to this claim is also stated. These statements can act as null and alternative hypotheses, out of which a null hypothesis would be a...
First, a specific claim about the population parameter is decided based on the research question and is stated in a simple form. Further, an opposing statement to this claim is also stated. These statements can act as null and alternative hypotheses, out of which a null hypothesis would be a...
5.6K