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Journal of Open Innovation: Technology, Market, and Complexity

Table 3 Reliability and validity Analysis

From: The role of problem solving ability on innovative behavior and opportunity recognition in university students

Item

Factors

Standardized

loading

Eigen Value

Cumulative (%)

Cronbach’s α

AVE

C.R.

Innovative behavior

Innovative behavior 1

.713***

3.203

50.687

0.854

0.521

0.812

Innovative behavior 2

.825***

Innovative behavior 3

.705***

Innovative behavior 4

.832***

Opportunity recognition

Opportunity recognition 6

.743***

3.893

27.890

0.916

0.537

0.874

Opportunity recognition 5

.804***

Opportunity recognition 4

.823***

Opportunity recognition 1

.884***

Opportunity recognition 3

.804***

Opportunity recognition 2

.780***

Problem-solving ability

Problem-solving ability 1

.819***

3.041

72.410

0.873

0.524

0.813

Problem-solving ability 2

.684***

Problem-solving ability 3

.884***

Problem-solving ability 4

.807***

  1. N = 203. Pearson Correlations (2-tiled) *p < .05, **p < .01, ***p < .001
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