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Table 2 Binominal models for headache occurrence

From: Effects of neck-exercise and health promotion on headache outcomes in office workers: secondary analysis of the NEXpro stepped wedge cluster randomised controlled trial

Outcome Variable: Headache occurrence last four weeks

Binominal model:

Headache: Yes (1) or No (0)

Model 1

~ Intervention

Model 2

~ Intervention + Period

Model 3

~ Intervention x Period

Model 4

~ Period + Exposure time

(Intervention nested in exposure time)

Independent variable

Odds ratio (95%CI)

Odds ratio (95%CI)

Odds ratio (95%CI)

Odds ratio (95%CI)

Constant

6.06 (3.15 to 11.67)

6.36 (2.94 to 13.77)

6.66 (3.01 to 14.74)

6.48 (2.96 to 14.17)

Intervention

0.46 (0.25 to 0.84)

0.98 (0.40 to 2.42)

 

-

Period 1

 

1.10 (0.48 to 2.50)

0.98 (0.40 to 2.35)

0.99 (0.43 to 2.28)

Period 2

 

0.76 (0.33 to 1.75)

0.94 (0.38 to 2.35)

0.88 (0.36 to 2.16)

Period 3

 

0.63 (0.23 to 1.73)

0.41 (0.12 to 1.39)

0.35 (0.12 to 1.05)

Period 4

 

0.32 (0.10 to 1.07)

0.28 (0.12 to 0.65)

0.24 (0.06 to 1.04)

Intervention x Period 1

  

1.38 (0.32 to 5.89)

 

Intervention x Period 2

  

0.28 (0.0 to 1.14)

 

Intervention x Period 3

  

1.67 (0.43 to 6.50)

 

Exposure: 4 months

   

1.29 (0.49 to 3.37)

Exposure: 8 months

   

0.54 (0.15 to 1.87)

Exposure: 12 months

   

4.30 (0.75 to 24.71)

Exposure: 16 months

   

2.46 (0.34 to 18.00)

Observations

520

520

520

520

Log likelihood

−267.9

−265.1

−262.9

−261.1

Akaike Information Criterion (AIC)

543.8

546.2

545.7

544.3

Bayesian Information Criterion (BIC)

560.8

580.2

588.3

591.1

  1. Values are odds ratios with 95 % Confidence intervals in brackets, all back transformed from logit scale. Figures in bold indicate the best fitting Model
  2. Model one: the overall effect of the intervention had an odds ratio of 0.46 (95% confidence interval: 0.25 to 0.84)
  3. Model two: By adding period to the model, no significant additional effect for any period was found. A trend for slightly larger effects, irrespective of the intervention, within later periods was found (See also Fig. 2)
  4. Model three: No significant interaction for intervention and period was found. At period four when all participants had received the intervention, the intervention effect amounted to an odds ratio of 0.28 (95% CI: 0.12 to 0.65)
  5. Statistical fit between models one, two and three was tested by ANOVA and demonstrated no better fit for Model two (p= 0.34) or three (p=0.11) compared to Model one
  6. Model four: No significant effect for period and the intervention, nested in exposure time, was demonstrated. As was shown for Models two and three, a trend for a larger effect in later periods was found. AIC and BIC demonstrated a lower statistical fit, compared to other models and especially Model one