Cargando…
The Mediating Role of General and Cognitive Stress on the Effect of an App-Based Intervention on Productivity Measures in Workers: Randomized Controlled Trial
BACKGROUND: Loss of productivity is a result of absence from work (absenteeism) or of working with limitations due to illness (presenteeism). Recently, occupational mental health interventions have increasingly been delivered in digital format, as this is thought to be more convenient, flexible, eas...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10365609/ https://www.ncbi.nlm.nih.gov/pubmed/37399056 http://dx.doi.org/10.2196/42317 |
_version_ | 1785077029751750656 |
---|---|
author | de Miquel, Carlota Moneta, Maria Victoria Weber, Silvana Lorenz, Christopher Olaya, Beatriz Haro, Josep Maria |
author_facet | de Miquel, Carlota Moneta, Maria Victoria Weber, Silvana Lorenz, Christopher Olaya, Beatriz Haro, Josep Maria |
author_sort | de Miquel, Carlota |
collection | PubMed |
description | BACKGROUND: Loss of productivity is a result of absence from work (absenteeism) or of working with limitations due to illness (presenteeism). Recently, occupational mental health interventions have increasingly been delivered in digital format, as this is thought to be more convenient, flexible, easily accessible, and anonymous. However, the effectiveness of electronic mental health (e-mental health) interventions in the workplace to improve presenteeism and absenteeism remains unknown, and could be potentially mediated by psychological variables such as stress levels. OBJECTIVE: The aim of this study was to determine the effectiveness of an e-mental health intervention to reduce absenteeism and presenteeism in employees, as well as to investigate the mediating role of stress in this effect. METHODS: Employees of six companies in two countries participated in a randomized controlled trial (n=210 in the intervention group and n=322 in the waitlist control group). Participants in the intervention group could use the Kelaa Mental Resilience app for 4 weeks. All participants were asked to complete assessments at baseline, during the intervention, postintervention, and at a 2-week follow-up. Absenteeism and presenteeism were assessed by means of the Work Productivity and Activity Impairment Questionnaire: General Health, while general and cognitive stress were assessed through the Copenhagen Psychosocial Questionnaire-Revised Version. Regression and mediation analyses were performed to evaluate the effect of the Kelaa Mental Resilience app on presenteeism and absenteeism. RESULTS: The intervention did not have a direct effect on presenteeism or absenteeism, neither at postintervention nor at follow-up. Nevertheless, general stress significantly mediated the intervention effect on presenteeism (P=.005) but not on absenteeism (P=.92), and cognitive stress mediated the effect of the intervention on both presenteeism (P<.001) and absenteeism (P=.02) right after the intervention. At the 2-week follow-up, the mediating effect of cognitive stress on presenteeism was significant (P=.04), although this was not the case for its mediating effect on absenteeism (P=.36). Additionally, at the 2-week follow-up, general stress did not mediate the intervention effect on presenteeism (P=.25) or on absenteeism (P=.72). CONCLUSIONS: While no direct effect of the e-mental health intervention on productivity was found in this study, our findings suggest that stress reduction could mediate the effect of the intervention on presenteeism and absenteeism. As such, e-mental health interventions that address stress in employees might also indirectly reduce presenteeism and absenteeism in these employees. However, due to study limitations such as an overrepresentation of female participants in the sample and a high proportion of attrition, these results should be interpreted with caution. Future research is needed to better understand the mechanisms of interventions on productivity in the workplace. TRIAL REGISTRATION: ClinicalTrials.gov NCT05924542; https://clinicaltrials.gov/study/NCT05924542 |
format | Online Article Text |
id | pubmed-10365609 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | JMIR Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-103656092023-07-25 The Mediating Role of General and Cognitive Stress on the Effect of an App-Based Intervention on Productivity Measures in Workers: Randomized Controlled Trial de Miquel, Carlota Moneta, Maria Victoria Weber, Silvana Lorenz, Christopher Olaya, Beatriz Haro, Josep Maria J Med Internet Res Original Paper BACKGROUND: Loss of productivity is a result of absence from work (absenteeism) or of working with limitations due to illness (presenteeism). Recently, occupational mental health interventions have increasingly been delivered in digital format, as this is thought to be more convenient, flexible, easily accessible, and anonymous. However, the effectiveness of electronic mental health (e-mental health) interventions in the workplace to improve presenteeism and absenteeism remains unknown, and could be potentially mediated by psychological variables such as stress levels. OBJECTIVE: The aim of this study was to determine the effectiveness of an e-mental health intervention to reduce absenteeism and presenteeism in employees, as well as to investigate the mediating role of stress in this effect. METHODS: Employees of six companies in two countries participated in a randomized controlled trial (n=210 in the intervention group and n=322 in the waitlist control group). Participants in the intervention group could use the Kelaa Mental Resilience app for 4 weeks. All participants were asked to complete assessments at baseline, during the intervention, postintervention, and at a 2-week follow-up. Absenteeism and presenteeism were assessed by means of the Work Productivity and Activity Impairment Questionnaire: General Health, while general and cognitive stress were assessed through the Copenhagen Psychosocial Questionnaire-Revised Version. Regression and mediation analyses were performed to evaluate the effect of the Kelaa Mental Resilience app on presenteeism and absenteeism. RESULTS: The intervention did not have a direct effect on presenteeism or absenteeism, neither at postintervention nor at follow-up. Nevertheless, general stress significantly mediated the intervention effect on presenteeism (P=.005) but not on absenteeism (P=.92), and cognitive stress mediated the effect of the intervention on both presenteeism (P<.001) and absenteeism (P=.02) right after the intervention. At the 2-week follow-up, the mediating effect of cognitive stress on presenteeism was significant (P=.04), although this was not the case for its mediating effect on absenteeism (P=.36). Additionally, at the 2-week follow-up, general stress did not mediate the intervention effect on presenteeism (P=.25) or on absenteeism (P=.72). CONCLUSIONS: While no direct effect of the e-mental health intervention on productivity was found in this study, our findings suggest that stress reduction could mediate the effect of the intervention on presenteeism and absenteeism. As such, e-mental health interventions that address stress in employees might also indirectly reduce presenteeism and absenteeism in these employees. However, due to study limitations such as an overrepresentation of female participants in the sample and a high proportion of attrition, these results should be interpreted with caution. Future research is needed to better understand the mechanisms of interventions on productivity in the workplace. TRIAL REGISTRATION: ClinicalTrials.gov NCT05924542; https://clinicaltrials.gov/study/NCT05924542 JMIR Publications 2023-07-03 /pmc/articles/PMC10365609/ /pubmed/37399056 http://dx.doi.org/10.2196/42317 Text en ©Carlota de Miquel, Maria Victoria Moneta, Silvana Weber, Christopher Lorenz, Beatriz Olaya, Josep Maria Haro. Originally published in the Journal of Medical Internet Research (https://www.jmir.org), 03.07.2023. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in the Journal of Medical Internet Research, is properly cited. The complete bibliographic information, a link to the original publication on https://www.jmir.org/, as well as this copyright and license information must be included. |
spellingShingle | Original Paper de Miquel, Carlota Moneta, Maria Victoria Weber, Silvana Lorenz, Christopher Olaya, Beatriz Haro, Josep Maria The Mediating Role of General and Cognitive Stress on the Effect of an App-Based Intervention on Productivity Measures in Workers: Randomized Controlled Trial |
title | The Mediating Role of General and Cognitive Stress on the Effect of an App-Based Intervention on Productivity Measures in Workers: Randomized Controlled Trial |
title_full | The Mediating Role of General and Cognitive Stress on the Effect of an App-Based Intervention on Productivity Measures in Workers: Randomized Controlled Trial |
title_fullStr | The Mediating Role of General and Cognitive Stress on the Effect of an App-Based Intervention on Productivity Measures in Workers: Randomized Controlled Trial |
title_full_unstemmed | The Mediating Role of General and Cognitive Stress on the Effect of an App-Based Intervention on Productivity Measures in Workers: Randomized Controlled Trial |
title_short | The Mediating Role of General and Cognitive Stress on the Effect of an App-Based Intervention on Productivity Measures in Workers: Randomized Controlled Trial |
title_sort | mediating role of general and cognitive stress on the effect of an app-based intervention on productivity measures in workers: randomized controlled trial |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10365609/ https://www.ncbi.nlm.nih.gov/pubmed/37399056 http://dx.doi.org/10.2196/42317 |
work_keys_str_mv | AT demiquelcarlota themediatingroleofgeneralandcognitivestressontheeffectofanappbasedinterventiononproductivitymeasuresinworkersrandomizedcontrolledtrial AT monetamariavictoria themediatingroleofgeneralandcognitivestressontheeffectofanappbasedinterventiononproductivitymeasuresinworkersrandomizedcontrolledtrial AT webersilvana themediatingroleofgeneralandcognitivestressontheeffectofanappbasedinterventiononproductivitymeasuresinworkersrandomizedcontrolledtrial AT lorenzchristopher themediatingroleofgeneralandcognitivestressontheeffectofanappbasedinterventiononproductivitymeasuresinworkersrandomizedcontrolledtrial AT olayabeatriz themediatingroleofgeneralandcognitivestressontheeffectofanappbasedinterventiononproductivitymeasuresinworkersrandomizedcontrolledtrial AT harojosepmaria themediatingroleofgeneralandcognitivestressontheeffectofanappbasedinterventiononproductivitymeasuresinworkersrandomizedcontrolledtrial AT demiquelcarlota mediatingroleofgeneralandcognitivestressontheeffectofanappbasedinterventiononproductivitymeasuresinworkersrandomizedcontrolledtrial AT monetamariavictoria mediatingroleofgeneralandcognitivestressontheeffectofanappbasedinterventiononproductivitymeasuresinworkersrandomizedcontrolledtrial AT webersilvana mediatingroleofgeneralandcognitivestressontheeffectofanappbasedinterventiononproductivitymeasuresinworkersrandomizedcontrolledtrial AT lorenzchristopher mediatingroleofgeneralandcognitivestressontheeffectofanappbasedinterventiononproductivitymeasuresinworkersrandomizedcontrolledtrial AT olayabeatriz mediatingroleofgeneralandcognitivestressontheeffectofanappbasedinterventiononproductivitymeasuresinworkersrandomizedcontrolledtrial AT harojosepmaria mediatingroleofgeneralandcognitivestressontheeffectofanappbasedinterventiononproductivitymeasuresinworkersrandomizedcontrolledtrial |