NCT05924542

Brief Summary

The goal of this randomized control trial is to detect and prevent work-related psychological stress among European workers early on, aiming to mitigate its adverse health consequences, including burnout and depression. Soma Analytics has developed a smartphone-based system that comprises a diagnostic module utilizing smartphone sensors to collect and analyze stress biomarkers and an interventional module to reduce stress levels. The main questions this study aims to answer are:

  • Hypothesis 1: Compared to the waitlist control, after using the app for 4 weeks, participants in the app group will report (a) lower levels of stress (cognitive and general), (b) higher levels of wellbeing, (c) higher levels of resilience, and (d) fewer sleeping troubles.
  • Hypothesis 2: The observed effects will be more intense the more the user interacts with the app throughout the duration of the study. Participants (employees from six organizations in three European countries) will use the app for 4 weeks. Their levels of stress, well-being, resilience, and sleeping troubles are assessed at baseline, after 2 weeks (mid-intervention), 4 weeks (end of intervention), and 6 weeks (follow-up). Researchers will compare the intervention group with the waitlist control group to see if levels of stress, well-being, resilience, and sleeping troubles change over time.

Trial Health

87
On Track

Trial Health Score

Automated assessment based on enrollment pace, timeline, and geographic reach

Enrollment
678

participants targeted

Target at P75+ for not_applicable

Timeline
Completed

Started Jan 2018

Shorter than P25 for not_applicable

Geographic Reach
1 country

1 active site

Status
completed

Health score is calculated from publicly available data and should be used for screening purposes only.

Trial Relationships

Click on a node to explore related trials.

Study Timeline

Key milestones and dates

Study Start

First participant enrolled

January 15, 2018

Completed
8 months until next milestone

Primary Completion

Last participant's last visit for primary outcome

September 24, 2018

Completed
Same day until next milestone

Study Completion

Last participant's last visit for all outcomes

September 24, 2018

Completed
4.7 years until next milestone

First Submitted

Initial submission to the registry

May 25, 2023

Completed
1 month until next milestone

First Posted

Study publicly available on registry

June 29, 2023

Completed
Last Updated

June 29, 2023

Status Verified

June 1, 2023

Enrollment Period

8 months

First QC Date

May 25, 2023

Last Update Submit

June 20, 2023

Conditions

Outcome Measures

Primary Outcomes (1)

  • Change in General and Cognitive Stress

    Self-reported levels of stress were assessed with the two subscales General Stress (four items, e.g., "How often have you been stressed?") and Cognitive Stress (four items, e.g., "How often have you had problems concentrating?") from the Copenhagen Psychosocial Questionnaire - Revised Version (COPSOQ II; Pejtersen et al., 2010).The items were answered on a five-point scale (1 = not at all; 2 = a small part of the time; 3 = part of the time; 4 = a large part of the time; 5 = all the time). Higher values indicate more stress.

    at baseline (T1, week 0), mid-intervention (T2, week 2), end-intervention (T3, week 4), and two-week follow-up (T4, week 6).

Secondary Outcomes (6)

  • Change in Wellbeing

    at baseline (T1, week 0), mid-intervention (T2, week 2), end-intervention (T3, week 4), and two-week follow-up (T4, week 6).

  • Change in Resilience

    at baseline (T1, week 0), mid-intervention (T2, week 2), end-intervention (T3, week 4), and two-week follow-up (T4, week 6).

  • Change in Sleeping Troubles

    at baseline (T1, week 0), mid-intervention (T2, week 2), end-intervention (T3, week 4), and two-week follow-up (T4, week 6).

  • Change in Social Community at Work

    at baseline (T1, week 0), mid-intervention (T2, week 2), end-intervention (T3, week 4), and two-week follow-up (T4, week 6).

  • Change in Physical Health Impairment

    at baseline (T1, week 0), mid-intervention (T2, week 2), end-intervention (T3, week 4), and two-week follow-up (T4, week 6).

  • +1 more secondary outcomes

Study Arms (2)

Intervention Group

EXPERIMENTAL

Participants had access to the Kelaa Mental Resilience App for 4 weeks. Thus, participants in the intervention group could complete a maximum of 28 sessions and track a maximum of 28 nights. It was completely left to the user to what extent s/he wanted to engage with the app. The app seeks to translate insights from scientific research on psychology, sleep medicine, and neuroscience into an action-based program. It draws on the tenets of clinical, health, positive, cognitive, biological, and social psychology to foster recovery and growth. "Kelaa" aims to reduce stress and increase well-being of the user, specifically in the workplace. Users learn new behaviors and best practices through different means, for example, based on CBT and mindfulness based cognitive therapy. The app is designed to implement lifestyle changes through (1) measuring behavior, cognitions, and emotions (tracking module) and (2) providing psycho-educational content (intervention module).

Behavioral: Kelaa Mental Resilience App

Wait-list Control Group

NO INTERVENTION

Participants in the waitlist control group received no intervention and no tracking opportunity for the duration of the trial (6 weeks), yet they had unrestricted access to treatment as usual within their companies. Upon completion of the trial, participants in the waitlist control group received access to the "Kelaa" app.

Interventions

Users can track their stress, wellbeing, and resilience via short in-app questionnaires. The app uses inbuilt sensors in smartphones to measure sleep quality and quantity. Personalized feedback on questionnaire scores and on sleep data are given. Users access structured science-based content on factors contributing to reduced stress and improved well-being. "Kelaa" provides the user with evidence-based interventions grounded in current research, e.g., from sleep science and psychology. Users can choose from a variety of topics, based on their results from the tracking module and personal interest, and then journey through the self-selected goals. Each goal includes six to seven "daily sessions", aiming to increase personal resources by providing information, exercises, and reflection. During each daily session, relevant research and expected benefits are outlined, before users are instructed, e.g., in specific stress management and resilience techniques, to encourage behavior change.

Intervention Group

Eligibility Criteria

Age18 Years - 65 Years
Sexall
Healthy VolunteersYes
Age GroupsAdult (18-64), Older Adult (65+)

You may qualify if:

  • Older than 18 years old
  • Having a mobile phone with internet access
  • Accepting informed consent
  • Being employed in one of the participating organizations at the time of the recruitment

You may not qualify if:

  • Younger than 18
  • Being unemployed at the time of recruitment

Contact the study team to confirm eligibility.

Sponsors & Collaborators

Study Sites (1)

Soma Analytics UK

London, United Kingdom

Location

Related Publications (2)

  • Weber S, Lorenz C, Hemmings N. Improving Stress and Positive Mental Health at Work via an App-Based Intervention: A Large-Scale Multi-Center Randomized Control Trial. Front Psychol. 2019 Dec 6;10:2745. doi: 10.3389/fpsyg.2019.02745. eCollection 2019.

  • de Miquel C, Moneta MV, Weber S, Lorenz C, Olaya B, Haro JM. The Mediating Role of General and Cognitive Stress on the Effect of an App-Based Intervention on Productivity Measures in Workers: Randomized Controlled Trial. J Med Internet Res. 2023 Jul 3;25:e42317. doi: 10.2196/42317.

Study Officials

  • Christopher P Lorenz

    SOMA Analytics UK

    PRINCIPAL INVESTIGATOR

Study Design

Study Type
interventional
Phase
not applicable
Allocation
RANDOMIZED
Masking
NONE
Purpose
PREVENTION
Intervention Model
PARALLEL
Model Details: RCT with intervention and wait-list control group.
Sponsor Type
OTHER
Responsible Party
PRINCIPAL INVESTIGATOR
PI Title
Lead Researcher

Study Record Dates

First Submitted

May 25, 2023

First Posted

June 29, 2023

Study Start

January 15, 2018

Primary Completion

September 24, 2018

Study Completion

September 24, 2018

Last Updated

June 29, 2023

Record last verified: 2023-06

Data Sharing

IPD Sharing
Will share

The raw data may be made available by the PI or lead researcher, without undue reservation, to any qualified researcher.

Time Frame
The raw data may be made available at any point in time until 10 years after this research has been completed (i.e. until September 2028).
Access Criteria
The raw data may be made available by the PI or lead researcher upon request, without undue reservation, to any qualified researcher.

Locations