Table 8. Predictive accuracy ( R 2 ),...

Table 8.

Predictive accuracy (R²), predictive relevance (Q²) and effect sizes (f²)

Constructs	R²	Q²	Firm adoption	Firm level factors	Personal level factors	Societal level factors
Firm adoption	0.206	0.059
Firm level factors	0.707	0.686	0.01(None)
Personal level factors	0.382	0.372	0.11 (Small)	0.58 (Large)
Societal level factors	0.350	0.342	0.01 (None)	0.259 (Medium)	0.44 (Large)
Technological characteristics	_	_	0.02 (Small)	0.00 (None)	0.00 (None)	0.54 (Large)

Constructs	R²	Q²	Firm adoption	Firm level factors	Personal level factors	Societal level factors
Firm adoption	0.206	0.059
Firm level factors	0.707	0.686	0.01(None)
Personal level factors	0.382	0.372	0.11 (Small)	0.58 (Large)
Societal level factors	0.350	0.342	0.01 (None)	0.259 (Medium)	0.44 (Large)
Technological characteristics	_	_	0.02 (Small)	0.00 (None)	0.00 (None)	0.54 (Large)