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A Prospective Real-World Study Exploring Associations Between Passively Collected Tracker Data and Headache Burden Among Individuals with Tension-Type Headache and Migraine
INTRODUCTION: Prevalence and burden of headache disorders in real-world settings is relatively unstudied. We explored the associations between passively collected activity data, headache burden, and quality of life in headache sufferers. METHODS: Data from wearable activity tracking devices and dail...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Springer Healthcare
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8861247/ https://www.ncbi.nlm.nih.gov/pubmed/34874543 http://dx.doi.org/10.1007/s40122-021-00336-y |
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author | Cerrada, Christian J. Min, Jae S. Constantin, Luminita Hitier, Simon Igracki Turudic, Iva Amand-Bourdon, Caroline Stewart, Andrew Ebel-Bitoun, Caty Goadsby, Peter J. |
author_facet | Cerrada, Christian J. Min, Jae S. Constantin, Luminita Hitier, Simon Igracki Turudic, Iva Amand-Bourdon, Caroline Stewart, Andrew Ebel-Bitoun, Caty Goadsby, Peter J. |
author_sort | Cerrada, Christian J. |
collection | PubMed |
description | INTRODUCTION: Prevalence and burden of headache disorders in real-world settings is relatively unstudied. We explored the associations between passively collected activity data, headache burden, and quality of life in headache sufferers. METHODS: Data from wearable activity tracking devices and daily short questionnaires were collected over 12 weeks to assess occurrence of headache, activity, quality of life and self-rated health. Variables were analyzed using a series of mixed-effects models and stratified based on headache type. Multiple linear and logistic regressions were used to analyze treatment preferences. RESULTS: Behaviors inferred from activity tracker data suggested that individuals slept more, had reduced physical activity, and had lower maximum heart rate on days with headache. As headache-specific impact on quality of life increased, activity and maximum heart rate decreased and sleep increased. Headache days with higher self-rated health were associated with less napping, higher step count and maximum heart rate, correlating with increased activity. Migraineurs experienced greater burden in everyday life compared with tension-type headache sufferers. CONCLUSION: This study adds to existing evidence that activity trackers can be used to quantify headache burden in real-world settings and aid in understanding symptom management. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s40122-021-00336-y. |
format | Online Article Text |
id | pubmed-8861247 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Healthcare |
record_format | MEDLINE/PubMed |
spelling | pubmed-88612472022-03-02 A Prospective Real-World Study Exploring Associations Between Passively Collected Tracker Data and Headache Burden Among Individuals with Tension-Type Headache and Migraine Cerrada, Christian J. Min, Jae S. Constantin, Luminita Hitier, Simon Igracki Turudic, Iva Amand-Bourdon, Caroline Stewart, Andrew Ebel-Bitoun, Caty Goadsby, Peter J. Pain Ther Original Research INTRODUCTION: Prevalence and burden of headache disorders in real-world settings is relatively unstudied. We explored the associations between passively collected activity data, headache burden, and quality of life in headache sufferers. METHODS: Data from wearable activity tracking devices and daily short questionnaires were collected over 12 weeks to assess occurrence of headache, activity, quality of life and self-rated health. Variables were analyzed using a series of mixed-effects models and stratified based on headache type. Multiple linear and logistic regressions were used to analyze treatment preferences. RESULTS: Behaviors inferred from activity tracker data suggested that individuals slept more, had reduced physical activity, and had lower maximum heart rate on days with headache. As headache-specific impact on quality of life increased, activity and maximum heart rate decreased and sleep increased. Headache days with higher self-rated health were associated with less napping, higher step count and maximum heart rate, correlating with increased activity. Migraineurs experienced greater burden in everyday life compared with tension-type headache sufferers. CONCLUSION: This study adds to existing evidence that activity trackers can be used to quantify headache burden in real-world settings and aid in understanding symptom management. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s40122-021-00336-y. Springer Healthcare 2021-12-07 2022-03 /pmc/articles/PMC8861247/ /pubmed/34874543 http://dx.doi.org/10.1007/s40122-021-00336-y Text en © The Author(s) 2021 https://creativecommons.org/licenses/by-nc/4.0/Open Access This article is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License, which permits any non-commercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Original Research Cerrada, Christian J. Min, Jae S. Constantin, Luminita Hitier, Simon Igracki Turudic, Iva Amand-Bourdon, Caroline Stewart, Andrew Ebel-Bitoun, Caty Goadsby, Peter J. A Prospective Real-World Study Exploring Associations Between Passively Collected Tracker Data and Headache Burden Among Individuals with Tension-Type Headache and Migraine |
title | A Prospective Real-World Study Exploring Associations Between Passively Collected Tracker Data and Headache Burden Among Individuals with Tension-Type Headache and Migraine |
title_full | A Prospective Real-World Study Exploring Associations Between Passively Collected Tracker Data and Headache Burden Among Individuals with Tension-Type Headache and Migraine |
title_fullStr | A Prospective Real-World Study Exploring Associations Between Passively Collected Tracker Data and Headache Burden Among Individuals with Tension-Type Headache and Migraine |
title_full_unstemmed | A Prospective Real-World Study Exploring Associations Between Passively Collected Tracker Data and Headache Burden Among Individuals with Tension-Type Headache and Migraine |
title_short | A Prospective Real-World Study Exploring Associations Between Passively Collected Tracker Data and Headache Burden Among Individuals with Tension-Type Headache and Migraine |
title_sort | prospective real-world study exploring associations between passively collected tracker data and headache burden among individuals with tension-type headache and migraine |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8861247/ https://www.ncbi.nlm.nih.gov/pubmed/34874543 http://dx.doi.org/10.1007/s40122-021-00336-y |
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