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Accepted for/Published in: JMIR mHealth and uHealth

Date Submitted: Jan 16, 2019
Date Accepted: May 17, 2019
(closed for review but you can still tweet)

The final, peer-reviewed published version of this preprint can be found here:

The Validity of Daily Self-Assessed Perceived Stress Measured Using Smartphones in Healthy Individuals: Cohort Study

Þórarinsdóttir H, Faurholt-Jepsen M, Ullum H, Frost M, Bardram JE, Kessing LV

The Validity of Daily Self-Assessed Perceived Stress Measured Using Smartphones in Healthy Individuals: Cohort Study

JMIR Mhealth Uhealth 2019;7(8):e13418

DOI: 10.2196/13418

PMID: 31429413

PMCID: 6718079

Warning: This is an author submission that is not peer-reviewed or edited. Preprints - unless they show as "accepted" - should not be relied on to guide clinical practice or health-related behavior and should not be reported in news media as established information.

The Validity of Daily Self-Assessed Perceived Stress Measured Using Smartphones in Healthy Individuals: Cohort Study

  • Helga Þórarinsdóttir; 
  • Maria Faurholt-Jepsen; 
  • Henrik Ullum; 
  • Mads Frost; 
  • Jakob E Bardram; 
  • Lars Vedel Kessing

Background:

Smartphones may offer a new and easy tool to assess stress, but the validity has never been investigated.

Objective:

This study aimed to investigate (1) the validity of smartphone-based self-assessed stress compared with Cohen Perceived Stress Scale (PSS) and (2) whether smartphone-based self-assessed stress correlates with neuroticism (Eysenck Personality Questionnaire-Neuroticism, EPQ-N), psychosocial functioning (Functioning Assessment Short Test, FAST), and prior stressful life events (Kendler Questionnaire for Stressful Life Events, SLE).

Methods:

A cohort of 40 healthy blood donors with no history of personal or first-generation family history of psychiatric illness and who used an Android smartphone were instructed to self-assess their stress level daily (on a scale from 0 to 2; beta values reflect this scale) for 4 months. At baseline, participants were assessed with the FAST rater-blinded and filled out the EPQ, the PSS, and the SLE. The PSS assessment was repeated after 4 months.

Results:

In linear mixed-effect regression and linear regression models, there were statistically significant positive correlations between self-assessed stress and the PSS (beta=.0167; 95% CI 0.0070-0.0026; P=.001), the EPQ-N (beta=.0174; 95% CI 0.0023-0.0325; P=.02), and the FAST (beta=.0329; 95% CI 0.0036-0.0622; P=.03). No correlation was found between smartphone-based self-assessed stress and the SLE.

Conclusions:

Daily smartphone-based self-assessed stress seems to be a valid measure of perceived stress. Our study contains a modest sample of 40 healthy participants and adds knowledge to a new but growing field of research. Smartphone-based self-assessed stress is a promising tool for measuring stress in real time in future studies of stress and stress-related behavior.


 Citation

Please cite as:

Þórarinsdóttir H, Faurholt-Jepsen M, Ullum H, Frost M, Bardram JE, Kessing LV

The Validity of Daily Self-Assessed Perceived Stress Measured Using Smartphones in Healthy Individuals: Cohort Study

JMIR Mhealth Uhealth 2019;7(8):e13418

DOI: 10.2196/13418

PMID: 31429413

PMCID: 6718079

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