Related Experiment Video
Updated: May 29, 2026
07:31
A Computerized Functional Skills Assessment and Training Program Targeting Technology Based Everyday Functional Skills
Published on: February 13, 2020
Mastery Learning Improves Performance on Complex Tasks on PCP Literacy Test
IEEE Computer Graphics and Applications
|May 27, 2026
Summary
Mastery Learning improved students' ability to analyze and evaluate parallel coordinate plots (PCPs). This data visualization technique literacy intervention showed better comprehension in students using Mastery Learning.
Area of Science:
- Data Visualization
- Educational Psychology
Background:
- Developing literacy with unfamiliar data visualization techniques like parallel coordinate plots (PCPs) presents challenges for students.
- Traditional instruction may not adequately foster higher-order thinking skills for complex visualizations.
Purpose of the Study:
- To investigate the impact of Mastery Learning on students' comprehension of parallel coordinate plots (PCPs).
- To evaluate the effectiveness of Revised Bloom's Taxonomy-based instruction for PCPs.
Main Methods:
- An intervention was conducted in a data visualization course comparing PCPs instruction with and without Mastery Learning.
- Students were assessed on modules aligned with the Revised Bloom's Taxonomy.
Main Results:
- Students in both groups performed similarly on 'Remember' and 'Understand' levels.
- The Mastery Learning group significantly outperformed the control group on 'Analyze' and 'Evaluate' levels.
- Mastery Learning enhanced overall comprehension of PCPs.
Conclusions:
- Mastery Learning, guided by Bloom's Taxonomy, is effective in improving higher-order thinking skills for data visualization literacy.
- The developed Bloom's Taxonomy PCP literacy (BTPL) test and materials support reproducible research and further instruction.
Related Concept Videos
01:30Information Processing Approach
The information-processing theory of cognitive development centers on fundamental mental processes, including attention, memory, and problem-solving skills. Researchers in this field examine how cognitive abilities, such as working memory, evolve and influence children's overall development. Studies indicate that children with stronger working memory tend to excel in reading comprehension, math, and problem-solving compared to peers with less efficient memory skills. Low working memory is also...
01:25Learning Disabilities
Learning disabilities are cognitive disorders caused by neurological impairments that affect cognitive functions like language and reading, without indicating overall intellectual or developmental challenges. These disabilities differ from global intellectual or developmental disabilities as they are limited to distinct cognitive functions. Common learning disabilities include dysgraphia, dyslexia, and dyscalculia, each of which impacts unique aspects of learning.
Dyslexia
Dyslexia is a...
Dyslexia
Dyslexia is a...
01:14Role of Cerebellum and Prefrontal Cortex in Memory
The cerebellum, while traditionally associated with motor control, also plays a crucial role in memory, particularly in procedural memory, which involves learning motor tasks that become automatic through repetition. For example, studies have shown that when the cerebellum is damaged, individuals or animals lose the ability to learn conditioned motor responses, such as the conditioned eye-blink response in classical conditioning experiments with rabbits. This study demonstrates the cerebellum's...
01:21Cognitive Learning
Cognitive learning is based on purposive behavior, incidental learning, and insight learning.
E. C. Tolman's theory of purposive behavior emphasizes that much behavior is goal-directed. He argued that to understand behavior, we must look at the entire sequence of actions leading to a goal. For instance, high school students study hard, not just due to past reinforcement but also to achieve the goal of getting into a good college.
Tolman introduced the idea that behavior is influenced by...
E. C. Tolman's theory of purposive behavior emphasizes that much behavior is goal-directed. He argued that to understand behavior, we must look at the entire sequence of actions leading to a goal. For instance, high school students study hard, not just due to past reinforcement but also to achieve the goal of getting into a good college.
Tolman introduced the idea that behavior is influenced by...
01:21Health Literacy
Health literacy is an individual's or a community's capacity to comprehend, receive, read, and use relevant healthcare information and services. The World Health Organization (WHO, 2018) defines health literacy as the cognitive and social skills that determine the ability of individuals to gain access to, understand, and use information in ways that promote and maintain good health. As a result, the WHO helps individuals manage long-term health concerns, participate in preventative programs,...
01:27Language and Cognition
Language serves as a bridge between ideas and communication, influencing how individuals perceive and interact with the world. Psychologists have long debated whether language shapes thought or vice versa. This discussion gained grip with Edward Sapir and Benjamin Lee Whorf in the 1940s, who proposed that language determines thought, a concept known as linguistic determinism. They suggested that the vocabulary and structure of a language influence how its speakers think and perceive reality.