A multidimensional diagnostic perspective on academic achievement goal orientation structure, using the Rasch...

Area of Science:

• Educational Psychology
• Measurement Theory
• Learning Sciences

Background:

• Academic achievement goal orientations are crucial for understanding student learning.
• Previous research has often treated these orientations unidimensionally.
• A diagnostic perspective is needed for detailed instructional feedback.

Purpose of the Study:

• To investigate the multidimensional structure of academic achievement goal orientations.
• To apply Rasch measurement models for a diagnostic analysis.
• To examine the relationship between performance-approach goals and mathematics achievement.

Main Methods:

• Analysis of data from Korean students using the Patterns of Adaptive Learning Survey (PALS).
• Application and comparison of unidimensional and multidimensional Rasch measurement models.
• Standardization and categorization of goal orientation dimensions into low, middle, and high levels.

Main Results:

• The multidimensional partial credit model demonstrated superior fit to the data.
• Specific categorizations of goal dimensions were established.
• The role of performance-approach goals in mathematics achievement was explored in relation to other goals.

Conclusions:

• A multidimensional approach to academic achievement goals offers a better fit for complex data.
• This diagnostic perspective provides specific feedback valuable for targeted instruction and intervention.
• Educators can benefit from understanding the nuanced structure of student goal orientations.