Cargando…
Inducing and Recording Acute Stress Responses on a Large Scale With the Digital Stress Test (DST): Development and Evaluation Study
BACKGROUND: Valuable insights into the pathophysiology and consequences of acute psychosocial stress have been gained using standardized stress induction experiments. However, most protocols are limited to laboratory settings, are labor-intensive, and cannot be scaled to larger cohorts or transferre...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9338415/ https://www.ncbi.nlm.nih.gov/pubmed/35838765 http://dx.doi.org/10.2196/32280 |
_version_ | 1784759963253473280 |
---|---|
author | Norden, Matthias Hofmann, Amin Gerard Meier, Martin Balzer, Felix Wolf, Oliver T Böttinger, Erwin Drimalla, Hanna |
author_facet | Norden, Matthias Hofmann, Amin Gerard Meier, Martin Balzer, Felix Wolf, Oliver T Böttinger, Erwin Drimalla, Hanna |
author_sort | Norden, Matthias |
collection | PubMed |
description | BACKGROUND: Valuable insights into the pathophysiology and consequences of acute psychosocial stress have been gained using standardized stress induction experiments. However, most protocols are limited to laboratory settings, are labor-intensive, and cannot be scaled to larger cohorts or transferred to daily life scenarios. OBJECTIVE: We aimed to provide a scalable digital tool that enables the standardized induction and recording of acute stress responses in outside-the-laboratory settings without any experimenter contact. METHODS: On the basis of well-described stress protocols, we developed the Digital Stress Test (DST) and evaluated its feasibility and stress induction potential in a large web-based study. A total of 284 participants completed either the DST (n=103; 52/103, 50.5% women; mean age 31.34, SD 9.48 years) or an adapted control version (n=181; 96/181, 53% women; mean age 31.51, SD 11.18 years) with their smartphones via a web application. We compared their affective responses using the international Positive and Negative Affect Schedule Short Form before and after stress induction. In addition, we assessed the participants’ stress-related feelings indicated in visual analogue scales before, during, and after the procedure, and further analyzed the implemented stress-inducing elements. Finally, we compared the DST participants’ stress reactivity with the results obtained in a classic stress test paradigm using data previously collected in 4 independent Trier Social Stress Test studies including 122 participants overall. RESULTS: Participants in the DST manifested significantly higher perceived stress indexes than the Control-DST participants at all measurements after the baseline (P<.001). Furthermore, the effect size of the increase in DST participants’ negative affect (d=0.427) lay within the range of effect sizes for the increase in negative affect in the previously conducted Trier Social Stress Test experiments (0.281-1.015). CONCLUSIONS: We present evidence that a digital stress paradigm administered by smartphone can be used for standardized stress induction and multimodal data collection on a large scale. Further development of the DST prototype and a subsequent validation study including physiological markers are outlined. |
format | Online Article Text |
id | pubmed-9338415 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | JMIR Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-93384152022-07-31 Inducing and Recording Acute Stress Responses on a Large Scale With the Digital Stress Test (DST): Development and Evaluation Study Norden, Matthias Hofmann, Amin Gerard Meier, Martin Balzer, Felix Wolf, Oliver T Böttinger, Erwin Drimalla, Hanna J Med Internet Res Original Paper BACKGROUND: Valuable insights into the pathophysiology and consequences of acute psychosocial stress have been gained using standardized stress induction experiments. However, most protocols are limited to laboratory settings, are labor-intensive, and cannot be scaled to larger cohorts or transferred to daily life scenarios. OBJECTIVE: We aimed to provide a scalable digital tool that enables the standardized induction and recording of acute stress responses in outside-the-laboratory settings without any experimenter contact. METHODS: On the basis of well-described stress protocols, we developed the Digital Stress Test (DST) and evaluated its feasibility and stress induction potential in a large web-based study. A total of 284 participants completed either the DST (n=103; 52/103, 50.5% women; mean age 31.34, SD 9.48 years) or an adapted control version (n=181; 96/181, 53% women; mean age 31.51, SD 11.18 years) with their smartphones via a web application. We compared their affective responses using the international Positive and Negative Affect Schedule Short Form before and after stress induction. In addition, we assessed the participants’ stress-related feelings indicated in visual analogue scales before, during, and after the procedure, and further analyzed the implemented stress-inducing elements. Finally, we compared the DST participants’ stress reactivity with the results obtained in a classic stress test paradigm using data previously collected in 4 independent Trier Social Stress Test studies including 122 participants overall. RESULTS: Participants in the DST manifested significantly higher perceived stress indexes than the Control-DST participants at all measurements after the baseline (P<.001). Furthermore, the effect size of the increase in DST participants’ negative affect (d=0.427) lay within the range of effect sizes for the increase in negative affect in the previously conducted Trier Social Stress Test experiments (0.281-1.015). CONCLUSIONS: We present evidence that a digital stress paradigm administered by smartphone can be used for standardized stress induction and multimodal data collection on a large scale. Further development of the DST prototype and a subsequent validation study including physiological markers are outlined. JMIR Publications 2022-07-15 /pmc/articles/PMC9338415/ /pubmed/35838765 http://dx.doi.org/10.2196/32280 Text en ©Matthias Norden, Amin Gerard Hofmann, Martin Meier, Felix Balzer, Oliver T Wolf, Erwin Böttinger, Hanna Drimalla. Originally published in the Journal of Medical Internet Research (https://www.jmir.org), 15.07.2022. 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 Norden, Matthias Hofmann, Amin Gerard Meier, Martin Balzer, Felix Wolf, Oliver T Böttinger, Erwin Drimalla, Hanna Inducing and Recording Acute Stress Responses on a Large Scale With the Digital Stress Test (DST): Development and Evaluation Study |
title | Inducing and Recording Acute Stress Responses on a Large Scale With the Digital Stress Test (DST): Development and Evaluation Study |
title_full | Inducing and Recording Acute Stress Responses on a Large Scale With the Digital Stress Test (DST): Development and Evaluation Study |
title_fullStr | Inducing and Recording Acute Stress Responses on a Large Scale With the Digital Stress Test (DST): Development and Evaluation Study |
title_full_unstemmed | Inducing and Recording Acute Stress Responses on a Large Scale With the Digital Stress Test (DST): Development and Evaluation Study |
title_short | Inducing and Recording Acute Stress Responses on a Large Scale With the Digital Stress Test (DST): Development and Evaluation Study |
title_sort | inducing and recording acute stress responses on a large scale with the digital stress test (dst): development and evaluation study |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9338415/ https://www.ncbi.nlm.nih.gov/pubmed/35838765 http://dx.doi.org/10.2196/32280 |
work_keys_str_mv | AT nordenmatthias inducingandrecordingacutestressresponsesonalargescalewiththedigitalstresstestdstdevelopmentandevaluationstudy AT hofmannamingerard inducingandrecordingacutestressresponsesonalargescalewiththedigitalstresstestdstdevelopmentandevaluationstudy AT meiermartin inducingandrecordingacutestressresponsesonalargescalewiththedigitalstresstestdstdevelopmentandevaluationstudy AT balzerfelix inducingandrecordingacutestressresponsesonalargescalewiththedigitalstresstestdstdevelopmentandevaluationstudy AT wolfolivert inducingandrecordingacutestressresponsesonalargescalewiththedigitalstresstestdstdevelopmentandevaluationstudy AT bottingererwin inducingandrecordingacutestressresponsesonalargescalewiththedigitalstresstestdstdevelopmentandevaluationstudy AT drimallahanna inducingandrecordingacutestressresponsesonalargescalewiththedigitalstresstestdstdevelopmentandevaluationstudy |