Online Assessment and Game-Based Development of Inductive Reasoning

Area of Science:

• Cognitive Psychology
• Educational Technology
• Psychometrics

Background:

• Inductive reasoning is crucial for fluid intelligence and problem-solving.
• Existing assessments may not capture the multifaceted nature of inductive reasoning processes.
• Theoretical models of inductive reasoning require empirical validation.

Purpose of the Study:

• To develop and validate a domain-general computer-based assessment for inductive reasoning.
• To test theoretical models of inductive reasoning (Klauer, Christou, Papageorgiou).
• To create and evaluate an online game designed to enhance inductive reasoning through mathematical content.

Main Methods:

• Developed a 54-item online figurative test assessing six inductive reasoning processes.
• Administered the test to 267 fifth-grade students.
• Developed a digital game-based training program with 120 tasks for 122 fifth-grade students.
• Utilized confirmatory factor analyses to validate the assessment's structure.

Main Results:

• The inductive reasoning test demonstrated good psychometric properties.
• Confirmatory factor analyses supported the six inductive reasoning processes and three latent factors (Similarity, Dissimilarity, Integration).
• The training program significantly improved general inductive reasoning (effect size = .38), though cross-classification did not improve significantly.

Conclusions:

• The developed assessment tool effectively measures inductive reasoning processes.
• The game-based intervention shows potential for enhancing inductive reasoning, particularly in mathematical contexts.
• Findings contribute to understanding the structure and modifiability of inductive reasoning and its relation to fluid intelligence.