Construct validity and reliability
| Mean | SD | Range | Factor loading | CR | AVE | AVE > Corr2 | |
|---|---|---|---|---|---|---|---|
| Research mobilization | 5.5 | 2.3 | 2.5–7 | 0.78 | 0.53 | 0.53 > 0.33 | |
| MP1 | 5.3 | 0.9 | 2–7 | 0.78 | |||
| MP2 | 5.4 | 0.9 | 1–7 | 0.80 | |||
| MP3 | 5.6 | 0.9 | 1–7 | 0.75 | |||
| MP4 | 5.6 | 1.0 | 2–7 | 0.77 | |||
| MP5 | 4.7 | 1.2 | 2–7 | 0.59 | |||
| MP6 | 5.6 | 1.0 | 2–7 | 0.64 | |||
| Unconventionality | 5.1 | 0.7 | 2.5–7 | 0.72 | 0.54 | 0.54 > 0.39 | |
| NC1 | 5.4 | 0.8 | 3–7 | 0.84 | |||
| NC2 | 4.9 | 1.0 | 2–7 | 0.55 | |||
| NC3 | 5.4 | 0.9 | 2–7 | 0.82 | |||
| NC4 | 4.9 | 1.0 | 2–7 | 0.73 | |||
| NC5 | 5.6 | 0.9 | 3–7 | 0.64 | |||
| NC6 | 5.0 | 0.9 | 2–7 | 0.69 | |||
| NC7 | 5.1 | 0.9 | 2–7 | 0.87 | |||
| NC8 | 3.3 | 1.6 | 1–7 | 0.70 | |||
| Industry collaboration | 5.1 | 0.7 | 1.7–6.8 | 0.77 | 0.55 | 0.55 > 0.23 | |
| CI1 | 5.1 | 1.0 | 1–7 | 0.88 | |||
| CI2 | 4.9 | 1.0 | 1–7 | 0.76 | |||
| CI3 | 4.9 | 0.9 | 1–7 | 0.74 | |||
| CI4 | 5.2 | 1.0 | 1–7 | 0.69 | |||
| CI5 | 5.8 | 1.0 | 3–7 | 0.60 | |||
| University policies | 5.0 | 0.7 | 2.7–6.3 | 0.82 | 0.54 | 0.54 > 0.39 | |
| PU1 | 5.4 | 0.9 | 2–7 | 0.70 | |||
| PU2 | 5.3 | 0.8 | 3–7 | 0.84 | |||
| PU3 | 4.7 | 0.9 | 1–6 | 0.58 | |||
| PU4 | 4.7 | 0.9 | 2–6 | 0.78 | |||
| Incubator programs and other support initiatives | 5.4 | 0.7 | 2.7–7 | 0.84 | 0.63 | 0.63 > 0.43 | |
| IIA1 | 5.0 | 1.1 | 2–7 | 0.82 | |||
| IIA2 | 5.7 | 0.7 | 3–7 | 0.76 | |||
| IIA3 | 5.4 | 1.0 | 2–7 | 0.80 | |||
| Proof-of-concept programs | 5.4 | 0.6 | 3.4–6.8 | 0.82 | 0.51 | 0.51 > 0.45 | |
| PC1 | 5.2 | 1.1 | 2–7 | 0.58 | |||
| PC2 | 5.5 | 0.8 | 3–7 | 0.79 | |||
| PC3 | 5.6 | 1.0 | 3–7 | 0.75 | |||
| PC4 | 5.6 | 0.8 | 4–7 | 0.77 | |||
| PC5 | 5.5 | 1.0 | 1–7 | 0.68 | |||
| PC6 | 3.8 | 1.2 | 1–7 | 0.70 | |||
| Academic entrepreneurship | 5.2 | 0.8 | 1.5–7 | 0.89 | 0.68 | 0.68 > 0.45 | |
| EA1 | 5.14 | 1.08 | 2–7 | 0.86 | |||
| EA2 | 5.46 | 1.01 | 1–7 | 0.90 | |||
| EA3 | 4.59 | 1.05 | 2–7 | 0.77 | |||
| EA4 | 5.51 | 0.92 | 1–7 | 0.77 |
| Mean | SD | Range | Factor loading | CR | AVE | AVE > Corr2 | |
|---|---|---|---|---|---|---|---|
| MP1 | 5.3 | 0.9 | 2–7 | 0.78 | |||
| MP2 | 5.4 | 0.9 | 1–7 | 0.80 | |||
| MP3 | 5.6 | 0.9 | 1–7 | 0.75 | |||
| MP4 | 5.6 | 1.0 | 2–7 | 0.77 | |||
| MP5 | 4.7 | 1.2 | 2–7 | 0.59 | |||
| MP6 | 5.6 | 1.0 | 2–7 | 0.64 | |||
| NC1 | 5.4 | 0.8 | 3–7 | 0.84 | |||
| NC2 | 4.9 | 1.0 | 2–7 | 0.55 | |||
| NC3 | 5.4 | 0.9 | 2–7 | 0.82 | |||
| NC4 | 4.9 | 1.0 | 2–7 | 0.73 | |||
| NC5 | 5.6 | 0.9 | 3–7 | 0.64 | |||
| NC6 | 5.0 | 0.9 | 2–7 | 0.69 | |||
| NC7 | 5.1 | 0.9 | 2–7 | 0.87 | |||
| NC8 | 3.3 | 1.6 | 1–7 | 0.70 | |||
| CI1 | 5.1 | 1.0 | 1–7 | 0.88 | |||
| CI2 | 4.9 | 1.0 | 1–7 | 0.76 | |||
| CI3 | 4.9 | 0.9 | 1–7 | 0.74 | |||
| CI4 | 5.2 | 1.0 | 1–7 | 0.69 | |||
| CI5 | 5.8 | 1.0 | 3–7 | 0.60 | |||
| PU1 | 5.4 | 0.9 | 2–7 | 0.70 | |||
| PU2 | 5.3 | 0.8 | 3–7 | 0.84 | |||
| PU3 | 4.7 | 0.9 | 1–6 | 0.58 | |||
| PU4 | 4.7 | 0.9 | 2–6 | 0.78 | |||
| IIA1 | 5.0 | 1.1 | 2–7 | 0.82 | |||
| IIA2 | 5.7 | 0.7 | 3–7 | 0.76 | |||
| IIA3 | 5.4 | 1.0 | 2–7 | 0.80 | |||
| PC1 | 5.2 | 1.1 | 2–7 | 0.58 | |||
| PC2 | 5.5 | 0.8 | 3–7 | 0.79 | |||
| PC3 | 5.6 | 1.0 | 3–7 | 0.75 | |||
| PC4 | 5.6 | 0.8 | 4–7 | 0.77 | |||
| PC5 | 5.5 | 1.0 | 1–7 | 0.68 | |||
| PC6 | 3.8 | 1.2 | 1–7 | 0.70 | |||
| EA1 | 5.14 | 1.08 | 2–7 | 0.86 | |||
| EA2 | 5.46 | 1.01 | 1–7 | 0.90 | |||
| EA3 | 4.59 | 1.05 | 2–7 | 0.77 | |||
| EA4 | 5.51 | 0.92 | 1–7 | 0.77 |
Note(s): Corr2 = square root of the highest correlation among the model constructs
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