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Table 3 Hierarchical Linear Models Analyses Predicting Exercise Change and Maintenance following the Intervention

From: Long-term maintenance of increased exercise involvement following a self-management intervention for housebound older adults with arthritis

  

Baseline

Pre-intervention

Post-intervention 1

Post-intervention 2

Within-Subject Fixed Effects

γ ij

Coeff.

SE

γ ij

Coeff.

SE

γ ij

Coeff.

SE

p

γ ij

Coeff.

SE

p a

Variety of exercises

Intercept

γ00

.51

.04

γ10

-.14

.05

γ20

-.10

.05

.08

γ30

-.10

.05

.12

 

Group

γ01

-.03

.06

γ11

.13

.06

γ21

.24

.06

.00

γ31

.22

.07

.00

Occurrence of exercise

Intercept

γ00

7.78

.83

γ10

-3.00

.86

γ20

-2.33

0.92

.01

γ30

-2.31

1.02

.02

 

Group

γ01

-.97

1.10

γ11

2.40

1.13

γ21

5.23

1.19

.00

γ31

2.54

1.30

.05

- stretching

Intercept

γ00

3.12

.38

γ10

-1.06

.42

γ20

-.87

.45

.06

γ30

-.45

.50

.37

 

Group

γ01

-.40

.50

γ11

.76

.56

γ21

2.63

.59

.00

γ31

.44

.64

.50

- walking

Intercept

γ00

2.67

.36

γ10

-.90

.42

γ20

-.99

.45

.03

γ30

-1.12

.50

.03

 

Group

γ01

-.56

.48

γ11

.79

.56

γ21

1.35

.59

.02

γ31

-1.59

.64

.01

- strengthening

Intercept

γ00

2.00

.36

γ10

-1.00

.39

γ20

-.39

.41

.30

γ30

-.69

.46

.14

 

Group

γ01

-0.01

.47

γ11

1.09

.51

γ21

.91

.53

.10

γ31

.39

.59

.51

  1. Statistical significance of coefficient γ31 is indicative of maintenance effects using the following model:
  2. Level 1 model: Outcome = β0j + β1jX1 + β2jX2 + β2jX2+ rij
  3. Level 2 model: T1 β0j= γ00 + γ01 Grj + uoj
  4. T2 β1j= γ10 + γ11 Grj
  5. T3 β2j= γ20 + γ21 Grj
  6. T4 β2j= γ30 + γ31 Grj
  7. where i: 1 ....N individuals ; rij: level 1 error term ; γij : coefficients for parameters ; uoj: level-2 random effect ; β: coefficient ; Gr: group membership (1 = experimental, 0 = control) ; X1: dummy variable (1 = pre-intervention, 0 = otherwise) ; X2: dummy variable(1 = post-intervention-1, 0 = otherwise); X3: dummy variable(1 = post-intervention-2, 0 = otherwise)
  8. Meaning of Coefficients:
  9. γ00 = Predicted value in outcome variable at baseline for participants in control group
  10. γ01 Grj = Predicted difference in outcome variable at baseline for participants in experimental group
  11. γ10 = Predicted change in outcome variable from baseline to pre-intervention for participants in control group
  12. γ11 Grj = Predicted difference in change in outcome variable from baseline to pre-intervention for participants in experimental group
  13. γ20 = Predicted change in outcome variable from baseline to post-intervention1 for participants in control group
  14. γ21 Grj = Predicted difference in change in outcome variable from baseline to post-intervention-1 for participants in experimental group
  15. γ30 = Predicted change in outcome variable from baseline to post-intervention-2 for participants in control
  16. γ31 Grj = Predicted difference in change in outcome variable from baseline to post-intervention-2 for participants in experimental group.
  17. asignificance of the changes that had occurred between post-intervention-1 and post-intervention-2