3.2. Factors related to first-time adoption
The likelihood ratio test suggested that the estimatedmodel
had a good fit with a statistically significant score of 69,
whereas the critical χ2 with 14° of freedom at 1% is 29.1,
indicating a strong relationship between the probability of a QGAP
first adoption and the explanatory variables (Table 6). The
adjusted McFadden R2 was approximately 0.48, which is
considered a very good fit (Hensher et al., 2005). Prediction