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Published in: Health and Quality of Life Outcomes 1/2016

Open Access 01-12-2016 | Research

Incremental validity of sense of coherence, neuroticism, extraversion, and general self-efficacy: longitudinal prediction of substance use frequency and mental health

Authors: Dennis Grevenstein, Matthias Bluemke, Henrik Kroeninger-Jungaberle

Published in: Health and Quality of Life Outcomes | Issue 1/2016

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Abstract

Background

Several studies have demonstrated the importance of sense of coherence (SOC), neuroticism (N), extraversion (E), and general self-efficacy (GSE) for health, yet the unique utility of these overlapping constructs remains uncertain. The present research aims at exploring incremental validity when predicting (1) substance use specifically and (2) mental health generally among adolescents.

Methods

A prospective and longitudinal design was used to predict (1) initial substance use nine years into the future and (2) mental health one year and four years into the future. Participants were 318 adolescents (age 14 to 15 at the beginning of the study).

Results

Structural equation modeling revealed (1) that SOC had long-term incremental validity over N, E, and GSE for tobacco use and alcohol use, whereas cannabis use was predicted by E and GSE; and (2) that long-term mental health after four years was only predicted by SOC.

Conclusions

Two studies provide further evidence for the importance of considering salutogenic factors when forecasting mental health and health-related behavior beyond classical constructs such as N, E, and GSE. Differences in criterion validity reveal that SOC cannot be equated with reversed neuroticism.
Footnotes
1
The rescaled values summed up to M = 65.58 (SD = 10.16) for men and M = 61.82 (SD = 11.22) for women. They resemble the norms published by Schumacher et al. [79] who reported a SOC sum score of M = 67.31 (SD = 12.09) for men and M = 64.52 (SD = 11.61) for women spanning a wider age range from 18 to 40.
 
2
Inspection with robust chi-squares and standard errors (MLR; Yuan & Bentler, 1998) showed that non-normal data did not severely affect the outcome or interpretation. Nonetheless, we chose the typical ML estimator as non-normal distributions of substance use and mental health represented the most important part of the variance that we explicitly wanted to incorporate in the model and predict.
 
3
If χ 2 is less than df, which is the expected χ 2 in the population, then RMSEA is set at zero, indicating a perfectly specified model. Similarly, if CFI is greater than one, it is set at one and if less than zero, it is set at zero (see http://​davidakenny.​net/​cm/​fit.​htm).
 
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Metadata
Title
Incremental validity of sense of coherence, neuroticism, extraversion, and general self-efficacy: longitudinal prediction of substance use frequency and mental health
Authors
Dennis Grevenstein
Matthias Bluemke
Henrik Kroeninger-Jungaberle
Publication date
01-12-2016
Publisher
BioMed Central
Published in
Health and Quality of Life Outcomes / Issue 1/2016
Electronic ISSN: 1477-7525
DOI
https://doi.org/10.1186/s12955-016-0412-z

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