Cargando…
Patient Experience of Sjögren’s Disease and its Multifaceted Impact on Patients’ Lives
INTRODUCTION: The symptoms associated with Sjögren’s disease (Sjögren’s) are well-documented from the physician’s perspective. However, from the patient’s perspective, there is limited information on symptoms and their impact on health-related quality of life (HRQoL). This study aimed to provide an...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Healthcare
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10140221/ https://www.ncbi.nlm.nih.gov/pubmed/36797434 http://dx.doi.org/10.1007/s40744-023-00531-7 |
_version_ | 1785033113278087168 |
---|---|
author | Perella, Chiara Steenackers, Monia Robbins, Brian Stone, Linda Gervais, Rachel Schmidt, Theresa Goswami, Pushpendra |
author_facet | Perella, Chiara Steenackers, Monia Robbins, Brian Stone, Linda Gervais, Rachel Schmidt, Theresa Goswami, Pushpendra |
author_sort | Perella, Chiara |
collection | PubMed |
description | INTRODUCTION: The symptoms associated with Sjögren’s disease (Sjögren’s) are well-documented from the physician’s perspective. However, from the patient’s perspective, there is limited information on symptoms and their impact on health-related quality of life (HRQoL). This study aimed to provide an expanded understanding of patients’ experience of Sjögren’s and how symptoms impact HRQoL using a novel multi-method social media listening (SML) approach. METHODS: A total of 26,950 social media posts with relevant content on Sjögren’s posted by social media users from the USA, Canada, Australia, UK, France, Germany, Italy, Spain and China were analysed using an artificial intelligence natural language processing tool to explore patient conversations. Symptoms by level of impact on patients were characterised based on ‘commonness’ and ‘bothersomeness’. Applied concept association analysis was used to assess relationships between symptom domains and impact domains. A qualitative framework was applied to explore words and phrases patients use to describe symptoms and their impacts. RESULTS: Five of the identified symptom domains were very impactful: Pain; Dry Mouth and Throat; Fatigue, Energy and Sleep; Emotional Balance; and Dry Eye. The symptom domains Pain and Dry Mouth and Throat were the most common, while those of Emotional Balance and Fatigue, Energy and Sleep were the most bothersome. Symptom domains most closely associated with four HRQoL impact domains were Fatigue, Energy and Sleep, Dry Mouth and Throat and Dry Eye with Daily Functioning; Fatigue, Energy and Sleep with Financial Health; Emotional Balance with Psychological Wellbeing and Gynaecological Issues with Social Wellbeing. CONCLUSION: The results of this SML study show that Sjögren's affects diverse aspects of patients’ lives, with symptoms extending beyond dry eyes and mouth and impacting daily living and functioning. Because symptoms may affect patients differently, these results highlight the importance of measuring impact on HRQoL to assess patient outcomes and treatment options in routine clinical practice and clinical trials. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s40744-023-00531-7. |
format | Online Article Text |
id | pubmed-10140221 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer Healthcare |
record_format | MEDLINE/PubMed |
spelling | pubmed-101402212023-04-29 Patient Experience of Sjögren’s Disease and its Multifaceted Impact on Patients’ Lives Perella, Chiara Steenackers, Monia Robbins, Brian Stone, Linda Gervais, Rachel Schmidt, Theresa Goswami, Pushpendra Rheumatol Ther Original Research INTRODUCTION: The symptoms associated with Sjögren’s disease (Sjögren’s) are well-documented from the physician’s perspective. However, from the patient’s perspective, there is limited information on symptoms and their impact on health-related quality of life (HRQoL). This study aimed to provide an expanded understanding of patients’ experience of Sjögren’s and how symptoms impact HRQoL using a novel multi-method social media listening (SML) approach. METHODS: A total of 26,950 social media posts with relevant content on Sjögren’s posted by social media users from the USA, Canada, Australia, UK, France, Germany, Italy, Spain and China were analysed using an artificial intelligence natural language processing tool to explore patient conversations. Symptoms by level of impact on patients were characterised based on ‘commonness’ and ‘bothersomeness’. Applied concept association analysis was used to assess relationships between symptom domains and impact domains. A qualitative framework was applied to explore words and phrases patients use to describe symptoms and their impacts. RESULTS: Five of the identified symptom domains were very impactful: Pain; Dry Mouth and Throat; Fatigue, Energy and Sleep; Emotional Balance; and Dry Eye. The symptom domains Pain and Dry Mouth and Throat were the most common, while those of Emotional Balance and Fatigue, Energy and Sleep were the most bothersome. Symptom domains most closely associated with four HRQoL impact domains were Fatigue, Energy and Sleep, Dry Mouth and Throat and Dry Eye with Daily Functioning; Fatigue, Energy and Sleep with Financial Health; Emotional Balance with Psychological Wellbeing and Gynaecological Issues with Social Wellbeing. CONCLUSION: The results of this SML study show that Sjögren's affects diverse aspects of patients’ lives, with symptoms extending beyond dry eyes and mouth and impacting daily living and functioning. Because symptoms may affect patients differently, these results highlight the importance of measuring impact on HRQoL to assess patient outcomes and treatment options in routine clinical practice and clinical trials. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s40744-023-00531-7. Springer Healthcare 2023-02-16 /pmc/articles/PMC10140221/ /pubmed/36797434 http://dx.doi.org/10.1007/s40744-023-00531-7 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by-nc/4.0/Open AccessThis 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 Perella, Chiara Steenackers, Monia Robbins, Brian Stone, Linda Gervais, Rachel Schmidt, Theresa Goswami, Pushpendra Patient Experience of Sjögren’s Disease and its Multifaceted Impact on Patients’ Lives |
title | Patient Experience of Sjögren’s Disease and its Multifaceted Impact on Patients’ Lives |
title_full | Patient Experience of Sjögren’s Disease and its Multifaceted Impact on Patients’ Lives |
title_fullStr | Patient Experience of Sjögren’s Disease and its Multifaceted Impact on Patients’ Lives |
title_full_unstemmed | Patient Experience of Sjögren’s Disease and its Multifaceted Impact on Patients’ Lives |
title_short | Patient Experience of Sjögren’s Disease and its Multifaceted Impact on Patients’ Lives |
title_sort | patient experience of sjögren’s disease and its multifaceted impact on patients’ lives |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10140221/ https://www.ncbi.nlm.nih.gov/pubmed/36797434 http://dx.doi.org/10.1007/s40744-023-00531-7 |
work_keys_str_mv | AT perellachiara patientexperienceofsjogrensdiseaseanditsmultifacetedimpactonpatientslives AT steenackersmonia patientexperienceofsjogrensdiseaseanditsmultifacetedimpactonpatientslives AT robbinsbrian patientexperienceofsjogrensdiseaseanditsmultifacetedimpactonpatientslives AT stonelinda patientexperienceofsjogrensdiseaseanditsmultifacetedimpactonpatientslives AT gervaisrachel patientexperienceofsjogrensdiseaseanditsmultifacetedimpactonpatientslives AT schmidttheresa patientexperienceofsjogrensdiseaseanditsmultifacetedimpactonpatientslives AT goswamipushpendra patientexperienceofsjogrensdiseaseanditsmultifacetedimpactonpatientslives |