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. 2024 Mar 18;14:6426. doi: 10.1038/s41598-024-57280-y

Table 7.

Results of the linear regression analysis.

Variable Model 1 (Consumer role) Model 2 (Citizen role)
B SE t P B SE t P
Gender 6.986*** 0.529 13.21  < 0.001 0.980 0.524 1.87 0.061
Age − 0.264 0.554 − 0.48 0.633 0.600 0.544 1.10 0.270
Education 5.002*** 0.296 16.92  < 0.001 3.408*** 0.291 11.71  < 0.001
Monthly household income 3.920*** 0.192 20.42  < 0.001 2.318*** 0.191 12.14  < 0.001
Area of residence − 2.240*** 0.217 − 10.34  < 0.001 − 1.408*** 0.216 − 6.52  < 0.001
Occupation 0.446 0.320 1.39 0.164 0.260 0.318 0.82 0.430
Constant 46.481*** 0.693 67.07  < 0.001 50.662*** 0.682 74.28  < 0.001

*P < 0.05, **P < 0.01, and ***P < 0.001.