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Table 3 Step 3 F-tests and coefficients for the baseline linear regression models (number of activities tried and plan to try), logistic regression model (tried new activity), and multinomial logistic regression model (plan ongoing participation)

From: The short-term effects of a mass reach physical activity campaign: an evaluation using hierarchy of effects model and intention profiles

 

Number of activities tried

Number planning to try

 

Tried new activity (compared to no)

Plan ongoing participation (compared to no)

Descriptives

N = 7777,

M = 21.98

(SD = 28.52)

N = 7217,

M = 47.99

(SD = 48.88)

 

Yes n = 4410,

No n = 3391

Yes n = 3697, No n = 1688, Not sure n = 2416

 

F (4, 7789) = 23.17, p < .001; R2 = .037

F (4, 7789) = 43.42, p < .001; R2 = .076

 

Χ2 = 228.62 (df = 20), p < .001;

Nagelkerke R2 = .039

Χ2 = 367.95 (df = 40),

p < .001;

Nagelkerke R2 = .053

   

Categorical predictor categories

Yes

Yes

Not sure

Predictor

Beta

Beta

Exp (B)

Exp (B)

Exp (B)

Age

.013

−.201***

 

.991**

1.01**

1.00

Sex

.068**

.014

Prefer not to answer

.888

0.414

1.172

  

Female

.853

0.827

0.951

  

Male a

Education

.014

−.055***

Prefer not to answer

.992

1.970

1.767

  

High school or less

1.096

1.558**

1.121

  

Some college

1.211

1.199

1.174

  

College/ university degree

1.038

1.082

1.031

  

Postdegree a

Minority group

−.024

.014

Visible minority

1.251

1.376

1.010

  

New Canadian

1.674*

1.820*

1.162

  

Indigenous

.958

1.795

1.802

  

Disability

1.616**

1.437

1.374

  

No a

LTPA

.054**

.002

Very light or light

.925

1.186

1.786**

  

Moderate

1.190

1.640**

2.013**

  

Active

1.012

1.408**

1.526**

  

Very activea

Mentioned 150 Play List

.044**

.074**

 

1.52**

1.351**

1.151

Mentioned ‘getting active’

.060**

.053**

 

1.410**

1.466**

1.357**

Importance

.064**

.058***

 

1.106**

1.113**

1.005

Affective attitudes

.089**

.125***

 

1.072**

1.038

1.045

Self-efficacy

−.005

−.022

 

.994**

.993***

.994*

Intentions

−.006

.033

 

1.096***

1.305***

1.137**

  1. acomparison group; * p < .01, **p < .001