COMPARING FACTOR ANALYSIS AND RASCH MEASUREMENT | ||
---|---|---|
ASPECT | FACTOR ANALYSIS | RASCH MEASUREMENT |
Motive | summarize data | construct measurement |
Input Model | "linearities" | stochastic events |
Missing Data | loses rows or columns, biases factors | routinely accommodated, no data lost |
Co-mensuration | norm-standardized into "linearities" |
criterion-classified into ordered categories xni = 0,1,2,3,,,K |
Method | principal components (or common factor) | latent trait |
Model | ||
Estimated by Minimizing | ||
Anchored at | ||
Error Model | ||
Item Estimate | vi regression of factor score un on item i | Di linear calibration of item i on variable |
Item Estimate Error | ||
Person Estimate | un score predicted for person n on factor | Bn linear measure of person n on variable |
Person Estimate Error | ||
Residual Statistics | ||
Misfits | ||
To Seek Next Variable | subtract unvi from all zni for next data maximizes residual noise |
select only xni of misfitting items minimizes residual noise |
Benjamin D. Wright
For more information,
The Impact of Rasch Item Difficulty on Confirmatory Factor Analysis , S.V. Aryadoust
Rasch Measurement Transactions, 2009, 23:2 p. 1207
Confirmatory factor analysis vs. Rasch approaches: Differences and Measurement Implications, M.T. Ewing, T. Salzberger, R.R. Sinkovics
Rasch Measurement Transactions, 2009, 23:1 p. 1194-5
Conventional factor analysis vs. Rasch residual factor analysis, Wright, B.D.
2000, 14:2 p. 753.
Rasch Analysis First or Factor Analysis First? Linacre J.M.
1998, 11:4 p. 603.
Factor analysis and Rasch analysis, Schumacker RE, Linacre JM.
1996, 9:4 p.470
Too many factors in Factor Analysis? Bond TG.
1994, 8:1 p.347
Comparing factor analysis and Rasch measurement, Wright BD.
1994, 8:1 p.350
Factor analysis vs. Rasch analysis of items, Wright BD.
5:1 p.134
Comparing factor analysis and Rasch measurement Wright BD. Rasch Measurement Transactions, 1994, 8:1 p.350
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