Table 2: ANOVA F-statistics of significant BPS factors
BPS Variables F-Statistics
BPS Climate
Go places with friends 68.492
Meet with advisor 67.089
Talk with faculty outside of class 67.899
BPS Goal
Succeed in career 31.733
BPS Satisfaction
Satisfied with intellectual growth 24.112
Table 3: Effect Sizes for 1996 Two-Year and Four-Year Sample
Background Beta Coefficients Delta P
African American 0.1480 0.0227
Latino* -0.6340 -0.1205
Other* -0.4950 -0.0910
Gender – Female* -0.1680 -0.0283
Age – 23-29 -0.2400 0.0100
Age - Over 30 -0.2000 -0.0340
High Income* -0.2420 -0.0416
Low Income 0.0130 0.0021
Independent** 0.6440 0.0842
Married -0.0990 -0.0163
Disability 0.3820 0.0544
Learning Disability 0.6830 0.0881
Mother with No Higher Ed Attainment 0.0970 0.0151
Father with No Higher Ed Attainment** 0.0333 0.0482
Parent’s Choice -0.1570 -0.0264
Counselor’s Choice 0.6940 0.0892
High Distance from Home* -0.0399 -0.0716
Low Distance from Home* 0.2680 0.0396
16 Journal of Student Financial Aid Volume 39 • Number 1 • 2009
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