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Association between rainfall and diagnoses of joint or back pain: retrospective claims analysis
OBJECTIVE: To study the relation between rainfall and outpatient visits for joint or back pain in a large patient population. DESIGN: Observational study. SETTING: US Medicare insurance claims data linked to rainfall data from US weather stations. PARTICIPANTS: 1 552 842 adults aged ≥65 years attend...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BMJ Publishing Group Ltd.
2017
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5728253/ https://www.ncbi.nlm.nih.gov/pubmed/29237605 http://dx.doi.org/10.1136/bmj.j5326 |
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author | Jena, Anupam B Olenski, Andrew R Molitor, David Miller, Nolan |
author_facet | Jena, Anupam B Olenski, Andrew R Molitor, David Miller, Nolan |
author_sort | Jena, Anupam B |
collection | PubMed |
description | OBJECTIVE: To study the relation between rainfall and outpatient visits for joint or back pain in a large patient population. DESIGN: Observational study. SETTING: US Medicare insurance claims data linked to rainfall data from US weather stations. PARTICIPANTS: 1 552 842 adults aged ≥65 years attending a total of 11 673 392 outpatient visits with a general internist during 2008-12. MAIN OUTCOME MEASURES: The proportion of outpatient visits for joint or back pain related conditions (rheumatoid arthritis, osteoarthritis, spondylosis, intervertebral disc disorders, and other non-traumatic joint disorders) was compared between rainy days and non-rainy days, adjusting for patient characteristics, chronic conditions, and geographic fixed effects (thereby comparing rates of joint or back pain related outpatient visits on rainy days versus non-rainy days within the same area). RESULTS: Of the 11 673 392 outpatient visits by Medicare beneficiaries, 2 095 761 (18.0%) occurred on rainy days. In unadjusted and adjusted analyses, the difference in the proportion of patients with joint or back pain between rainy days and non-rainy days was significant (unadjusted, 6.23% v 6.42% of visits, P<0.001; adjusted, 6.35% v 6.39%, P=0.05), but the difference was in the opposite anticipated direction and was so small that it is unlikely to be clinically meaningful. No statistically significant relation was found between the proportion of claims for joint or back pain and the number of rainy days in the week of the outpatient visit. No relation was found among a subgroup of patients with rheumatoid arthritis. CONCLUSION: In a large analysis of older Americans insured by Medicare, no relation was found between rainfall and outpatient visits for joint or back pain. A relation may still exist, and therefore larger, more detailed data on disease severity and pain would be useful to support the validity of this commonly held belief. |
format | Online Article Text |
id | pubmed-5728253 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BMJ Publishing Group Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-57282532017-12-19 Association between rainfall and diagnoses of joint or back pain: retrospective claims analysis Jena, Anupam B Olenski, Andrew R Molitor, David Miller, Nolan BMJ Research OBJECTIVE: To study the relation between rainfall and outpatient visits for joint or back pain in a large patient population. DESIGN: Observational study. SETTING: US Medicare insurance claims data linked to rainfall data from US weather stations. PARTICIPANTS: 1 552 842 adults aged ≥65 years attending a total of 11 673 392 outpatient visits with a general internist during 2008-12. MAIN OUTCOME MEASURES: The proportion of outpatient visits for joint or back pain related conditions (rheumatoid arthritis, osteoarthritis, spondylosis, intervertebral disc disorders, and other non-traumatic joint disorders) was compared between rainy days and non-rainy days, adjusting for patient characteristics, chronic conditions, and geographic fixed effects (thereby comparing rates of joint or back pain related outpatient visits on rainy days versus non-rainy days within the same area). RESULTS: Of the 11 673 392 outpatient visits by Medicare beneficiaries, 2 095 761 (18.0%) occurred on rainy days. In unadjusted and adjusted analyses, the difference in the proportion of patients with joint or back pain between rainy days and non-rainy days was significant (unadjusted, 6.23% v 6.42% of visits, P<0.001; adjusted, 6.35% v 6.39%, P=0.05), but the difference was in the opposite anticipated direction and was so small that it is unlikely to be clinically meaningful. No statistically significant relation was found between the proportion of claims for joint or back pain and the number of rainy days in the week of the outpatient visit. No relation was found among a subgroup of patients with rheumatoid arthritis. CONCLUSION: In a large analysis of older Americans insured by Medicare, no relation was found between rainfall and outpatient visits for joint or back pain. A relation may still exist, and therefore larger, more detailed data on disease severity and pain would be useful to support the validity of this commonly held belief. BMJ Publishing Group Ltd. 2017-12-13 /pmc/articles/PMC5728253/ /pubmed/29237605 http://dx.doi.org/10.1136/bmj.j5326 Text en Published by the BMJ Publishing Group Limited. For permission to use (where not already granted under a licence) please go to http://group.bmj.com/group/rights-licensing/permissions This is an Open Access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/. |
spellingShingle | Research Jena, Anupam B Olenski, Andrew R Molitor, David Miller, Nolan Association between rainfall and diagnoses of joint or back pain: retrospective claims analysis |
title | Association between rainfall and diagnoses of joint or back pain: retrospective claims analysis |
title_full | Association between rainfall and diagnoses of joint or back pain: retrospective claims analysis |
title_fullStr | Association between rainfall and diagnoses of joint or back pain: retrospective claims analysis |
title_full_unstemmed | Association between rainfall and diagnoses of joint or back pain: retrospective claims analysis |
title_short | Association between rainfall and diagnoses of joint or back pain: retrospective claims analysis |
title_sort | association between rainfall and diagnoses of joint or back pain: retrospective claims analysis |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5728253/ https://www.ncbi.nlm.nih.gov/pubmed/29237605 http://dx.doi.org/10.1136/bmj.j5326 |
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