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Patterns of health care utilization for low back pain

BACKGROUND: The purpose of this study was to determine if primary care patients with low back pain (LBP) cluster into definable care utilization subgroups that can be explained by patient and provider characteristics. MATERIALS AND METHODS: Adult primary care patients with an incident LBP encounter...

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Autores principales: Stewart, Walter F, Yan, Xiaowei, Boscarino, Joseph A, Maeng, Daniel D, Mardekian, Jack, Sanchez, Robert J, Von Korff, Michael R
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove Medical Press 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4540213/
https://www.ncbi.nlm.nih.gov/pubmed/26316803
http://dx.doi.org/10.2147/JPR.S83599
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author Stewart, Walter F
Yan, Xiaowei
Boscarino, Joseph A
Maeng, Daniel D
Mardekian, Jack
Sanchez, Robert J
Von Korff, Michael R
author_facet Stewart, Walter F
Yan, Xiaowei
Boscarino, Joseph A
Maeng, Daniel D
Mardekian, Jack
Sanchez, Robert J
Von Korff, Michael R
author_sort Stewart, Walter F
collection PubMed
description BACKGROUND: The purpose of this study was to determine if primary care patients with low back pain (LBP) cluster into definable care utilization subgroups that can be explained by patient and provider characteristics. MATERIALS AND METHODS: Adult primary care patients with an incident LBP encounter were identified from Geisinger Clinic electronic health records over 5 years. Two-thirds of the cohort had only one to two encounters. Principal component analysis was applied to the data from the remaining one-third on use of ambulatory, inpatient, emergency department, and surgery care and use of magnetic resonance imaging, injections, and opioids in 12 months following the incident encounter. Groups were compared on demographics, health behaviors, chronic and symptomatic disease burden, and a measure of physician efficiency. RESULTS: Six factors with eigenvalues >1.5 explained 71% of the utilization variance. Patient subgroups were defined as: 1–2 LBP encounters; 2+ surgeries; one surgery; specialty care without primary care; 3+ opioid prescriptions; laboratory dominant care; and others. The surgery and 3+ opioid subgroups, while accounting for only 10.4% of the cohort, had used disproportionately more magnetic resonance imaging, emergency department, inpatient, and injectable resources. The specialty care subgroup was characterized by heavy use of inpatient care and the lowest use of injectables. Anxiety disorder and depression were not more prevalent among the surgery patients than in the others. Surgery patients had features in common with specialty care patients, but were older, had higher prevalence of Fibromyalgia, and were associated primary care physicians with worse efficiency scores. CONCLUSION: LBP care utilization is highly variable and concentrated in small subgroups using disproportionate amounts of potentially avoidable care that reflect both patient and provider characteristics.
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spelling pubmed-45402132015-08-27 Patterns of health care utilization for low back pain Stewart, Walter F Yan, Xiaowei Boscarino, Joseph A Maeng, Daniel D Mardekian, Jack Sanchez, Robert J Von Korff, Michael R J Pain Res Original Research BACKGROUND: The purpose of this study was to determine if primary care patients with low back pain (LBP) cluster into definable care utilization subgroups that can be explained by patient and provider characteristics. MATERIALS AND METHODS: Adult primary care patients with an incident LBP encounter were identified from Geisinger Clinic electronic health records over 5 years. Two-thirds of the cohort had only one to two encounters. Principal component analysis was applied to the data from the remaining one-third on use of ambulatory, inpatient, emergency department, and surgery care and use of magnetic resonance imaging, injections, and opioids in 12 months following the incident encounter. Groups were compared on demographics, health behaviors, chronic and symptomatic disease burden, and a measure of physician efficiency. RESULTS: Six factors with eigenvalues >1.5 explained 71% of the utilization variance. Patient subgroups were defined as: 1–2 LBP encounters; 2+ surgeries; one surgery; specialty care without primary care; 3+ opioid prescriptions; laboratory dominant care; and others. The surgery and 3+ opioid subgroups, while accounting for only 10.4% of the cohort, had used disproportionately more magnetic resonance imaging, emergency department, inpatient, and injectable resources. The specialty care subgroup was characterized by heavy use of inpatient care and the lowest use of injectables. Anxiety disorder and depression were not more prevalent among the surgery patients than in the others. Surgery patients had features in common with specialty care patients, but were older, had higher prevalence of Fibromyalgia, and were associated primary care physicians with worse efficiency scores. CONCLUSION: LBP care utilization is highly variable and concentrated in small subgroups using disproportionate amounts of potentially avoidable care that reflect both patient and provider characteristics. Dove Medical Press 2015-08-12 /pmc/articles/PMC4540213/ /pubmed/26316803 http://dx.doi.org/10.2147/JPR.S83599 Text en © 2015 Stewart et al. This work is published by Dove Medical Press Limited, and licensed under Creative Commons Attribution – Non Commercial (unported, v3.0) License The full terms of the License are available at http://creativecommons.org/licenses/by-nc/3.0/. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed.
spellingShingle Original Research
Stewart, Walter F
Yan, Xiaowei
Boscarino, Joseph A
Maeng, Daniel D
Mardekian, Jack
Sanchez, Robert J
Von Korff, Michael R
Patterns of health care utilization for low back pain
title Patterns of health care utilization for low back pain
title_full Patterns of health care utilization for low back pain
title_fullStr Patterns of health care utilization for low back pain
title_full_unstemmed Patterns of health care utilization for low back pain
title_short Patterns of health care utilization for low back pain
title_sort patterns of health care utilization for low back pain
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4540213/
https://www.ncbi.nlm.nih.gov/pubmed/26316803
http://dx.doi.org/10.2147/JPR.S83599
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