TABLE 3.

GENERALIZED LINEAR MODEL ANALYSIS OF FOUR DISCREPANCY-BASED DECISION MODELS

GLZ analysis		Simple counting model	Emotion-weighted model	Consequences-weighted model	Long-term effects diminished model
Discrepancy count variable
Wald chi square	10.626	13.149	12.495	18.577	20.154
df	3	4	4	5	9
p	.014	.011	.014	.002	.017
Discrepancy count linearity
Wald chi square	12.134	12.888	11.886	15.088	7.483
df	1	1	1	1	1
p	.001	.001	.002	.001	.056
Goodness of fit
IV as categorical	93.591	101.135	104.932	105.788	128.743
% increase		8.06%	12.12%	13.03%	37.56%
Continuous AIC	91.203	97.367	100.624	104.326	124.17
% increase		6.76%	10.33%	14.39%	36.15%
IV as linear
X2	9.588	10.071	10.01	11.023	11.711
df	1	1	1	1	1
p	0.002	0.002	0.002	0.001	0.001