Table 3 Regression on Course Grade Using... | Emerald Publishing

Table 3

Regression on Course Grade Using All Predictors Without Previous GPA

Statistic	Value
Multiple R	0.933
Adjusted R²	0.871
Standard Error	1.149
Observations	939911

ANOVA	df	SS	MS	F
Regression	16	8370061	523128	396008
Residual	939895	1241605	1.3210	—
Total	939911	9611666	—	—

Variable	Coefficient	Standard Error	t Stat	P Value
F2F method	2.902	0.010	295.59	0
Hybrid method	3.066	0.011	276.62	0
Online method	2.918	0.010	280.02	0
Sex: Male	–0.199	0.002	–82.62	0
White	0.032	0.008	3.92	8.69E-05
Black	–0.345	0.009	–40.59	0
Hispanic	0.015	0.010	1.51	0.129811
Asian	–0.122	0.009	–13.57	6.4E-42
Multiethnic	0.113	0.012	9.55	1.29E-21
Alien	–0.135	0.010	–13.70	9.63E-43
Summer term	0.133	0.004	32.56	1.8E-232
Age	–0.002	0.000	–8.02	1.1E-15
Previous # F2F	–0.002	0.000	–21.26	3E-100
Previous # online	–0.012	0.000	–29.00	6.9E-185
Previous # hybrid	–0.008	0.001	–8.51	1.73E-17
Level	0.154	0.001	115.84	0

Variable	Coefficient	Standard Error	t Stat	P Value
F2F method	2.902	0.010	295.59	0
Hybrid method	3.066	0.011	276.62	0
Online method	2.918	0.010	280.02	0
Sex: Male	–0.199	0.002	–82.62	0
White	0.032	0.008	3.92	8.69E-05
Black	–0.345	0.009	–40.59	0
Hispanic	0.015	0.010	1.51	0.129811
Asian	–0.122	0.009	–13.57	6.4E-42
Multiethnic	0.113	0.012	9.55	1.29E-21
Alien	–0.135	0.010	–13.70	9.63E-43
Summer term	0.133	0.004	32.56	1.8E-232
Age	–0.002	0.000	–8.02	1.1E-15
Previous # F2F	–0.002	0.000	–21.26	3E-100
Previous # online	–0.012	0.000	–29.00	6.9E-185
Previous # hybrid	–0.008	0.001	–8.51	1.73E-17
Level	0.154	0.001	115.84	0

Note: Bold figures are regression coefficients above 0.1.