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. 2017 Feb 17;19(2):e40. doi: 10.2196/jmir.6330

Table 8.

Statistically significant demographic independent variables (all models).

Independent variable
Model 1
beta (P value)
Model 2
beta (P value)
Model 3
beta (P value)
Model 4
beta (P value)
Model 5
beta (P value)
Model 6
beta (P value)
Model 7
beta (P value)
Model 8
beta (P value)
Model 9
beta (P value)
Model 10
beta (P value)
Percentage significant
Gender
−.272
(.001)
−.766
(<.001)

−.422
(.03)
−.365
(.005)





40
Age
.400
(<.001)
.234
(<.001)

.324
(<.001)
.130
(.009)
.322
(<.001)
.136
(<.001)
.138
(.012)
.285
(<.001)
.184
(<.001)
90
Education
.146
(<.001)


.315
(.001)
.195
(.001)
.082
(.002)
.095
(.01)


.139
(.008)
60
Occupation












Full-time student (reference)











Stay at home mom or dad




−.720
(.04)




−1.057
(<.001)

20

Management .546
(.004)






−1.675
(.002)


20

Teacher or professor

−2.348
(.005)
−1.139
(.01)
.810
(.02)


−2.609
(.000)
−.949
(.02)

50

Administrative, financial or clerical sales or service .519
(.001)




.377
(.01)
.852
(.005)
-.894
(.035)


40

Technologist or technical occupation .532
(.003)









10

Farming, forestry, fishing or mining 1.016
(<.001)


5.301
(<.001)

.400 (.04)

3.793
(<.001)

30

Trades, transport or equipment operator


−1.564
(.02)
−1.047
(.007)
−.690
(<.001)



−.696 (.05) 40

Processing, manufacturing or utilities



−.846
(.02)
−.641
(.001)




20

Unemployed at present or on work leave .479
(.008)






−.820
(.02)
−.587 (.02)
20

Professional services (eg, certified accountant, lawyer, doctor)


−.856
(<.001)






10

Occupation not listed .703
(<.001)



.825
(.001)
.488
(.001)

−1.314
(.002)
−.945 (.001) .647
(.004)
60