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Factor analysis
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Factor Analysis SPSS
for Windows ® Intermediate & Advanced Applied Statistics Zayed University Office of Research SPSS for Windows ® Workshop Series Presented by Dr. Maher Khelifa Associate Professor Department of Humanities and Social Sciences College of Arts and Sciences © Dr. Maher Khelifa
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Steps in Factor
Analysis: Factor Extraction © Dr. Maher Khelifa Component Matrix using Principle Component Analysis Component Matrix a Component 1 2 3 I discussed my frustrations and feelings with person(s) in school .771 -.271 .121 I tried to develop a step-by-step plan of action to remedy the problems .545 .530 .264 I expressed my emotions to my family and close friends .580 -.311 .265 I read, attended workshops, or sought someother educational approach to correct the problem .398 .356 -.374 I tried to be emotionally honest with my self about the problems .436 .441 -.368 I sought advice from others on how I should solve the problems .705 -.362 .117 I explored the emotions caused by the problems .594 .184 -.537 I took direct action to try to correct the problems .074 .640 .443 I told someone I could trust about how I felt about the problems .752 -.351 .081 I put aside other activities so that I could work to solve the problems .225 .576 .272 Extraction Method: Principal Component Analysis. a. 3 components extracted.
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