Table 6 Multinomial logistic regression of MPA predictors on cluster affiliation

Intercept

− 12.95 (1.42)***

− 5.32 (1.05)***

− 15.63 (1.79)***

Metacommunication

Interpersonal

0.78 (0.21)***

2.18

0.73 (0.20)***

2.08

1.27 (0.27)***

3.56

Mediated

0.25 (0.30)

1.29

− 0.55 (0.30)

0.58

0.74 (0.36)*

2.09

Observation

− 0.12 (0.29)

0.89

0.24 (0.27)

1.27

0.28 (0.35)

1.32

Functional evaluations

Distraction

0.07 (0.11)

1.08

− 0.14 (0.11)

0.87

0.06 (0.17)

1.07

Lifestyle management

0.85 (0.22)***

2.33

0.56 (0.19)**

1.76

0.37 (0.29)

1.45

Building of relationships

− 0.25 (0.16)

0.78

0.21 (0.15)

1.24

1.68 (0.21)***

5.38

Symbolic evaluations

Psychological

1.66 (0.25)***

5.26

0.38 (0.19)

1.46

0.61 (0.32)

1.85

Social

0.27 (0.16)

1.30

− 0.18 (0.16)

0.84

0.72 (0.20)***

2.05

Normative evaluations

Subjective norms

0.48 (0.19)*

1.61

0.81 (0.19)***

2.25

0.47 (0.25)

1.59

Public image

0.31 (0.13)*

1.36

0.04 (0.13)

1.04

0.09 (0.20)

1.09

Restriction evaluations

Financial

0.00 (0.09)

1.00

− 0.00 (0.09)

1.00

− 0.05 (0.14)

0.95

Cognitive

− 0.18 (0.16)

0.83

0.19 (0.13)

1.21

0.09 (0.20)

1.09

Temporal

− 0.28 (0.14)

0.75

− 0.14 (0.13)

0.87

0.06 (0.20)

1.06

Daily use

− 0.08 (0.12)

0.93

− 0.15 (0.12)

0.86

− 0.18 (0.17)

0.83

Data security

− 0.08 (0.08)

0.92

− 0.08 (0.08)

0.92

− 0.12 (0.12)

0.87

Failing to reach goal

− 0.14 (0.11)

0.87

− 0.11 (0.11)

0.90

0.09 (0.16)

1.09