Skip to main content

Table 6 Multinomial logistic regression of MPA predictors on cluster affiliation

From: The multi-faceted usage patterns of nutrition apps: a survey on the appropriation of nutrition apps among German-speaking users of MyFitnessPal

  The Health-conscious versus The Indifferent The Supported versus The Indifferent The Socializer versus The Indifferent
  B (SE) Exp(B) B (SE) Exp(B) B (SE) Exp(B)
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
  1. R2 = .54 (Cox and Snell), .58 (Nagelkerke), Model χ2(48) = 568.05, p < .001; *p < .05, **p < .01, ***p < .001
\