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Trajectories of health care service utilization and differences in patient characteristics among adults with specific chronic pain: analysis of health plan member claims

INTRODUCTION: The lack of consistency surrounding the diagnosis of chronic non-cancer pain, treatment approaches, and patient management suggests the need for further research to better characterize the chronic non-cancer pain population. OBJECTIVE: The purpose of this study was to identify distinct...

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Autores principales: Ruetsch, Charles, Tkacz, Joseph, Kardel, Peter G, Howe, Andrew, Pai, Helen, Levitan, Bennett
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove Medical Press 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3583440/
https://www.ncbi.nlm.nih.gov/pubmed/23459176
http://dx.doi.org/10.2147/JPR.S38301
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author Ruetsch, Charles
Tkacz, Joseph
Kardel, Peter G
Howe, Andrew
Pai, Helen
Levitan, Bennett
author_facet Ruetsch, Charles
Tkacz, Joseph
Kardel, Peter G
Howe, Andrew
Pai, Helen
Levitan, Bennett
author_sort Ruetsch, Charles
collection PubMed
description INTRODUCTION: The lack of consistency surrounding the diagnosis of chronic non-cancer pain, treatment approaches, and patient management suggests the need for further research to better characterize the chronic non-cancer pain population. OBJECTIVE: The purpose of this study was to identify distinct trajectories of health care service utilization of chronic non-cancer pain patients and describe the characteristic differences between trajectory groups. PATIENTS AND METHODS: This study utilized the MarketScan claims databases. A total of 71,392 patients diagnosed with either low back pain or osteoarthritis between 2006 and 2009 served as the study sample. Each subject’s claims data were divided into three time periods around an initial diagnosis date: pre-period, post-Year 1, and post-Year 2. Subjects were categorized as either high (H) or low (L) cost at each post period, resulting in the creation of four trajectory groups based on the post-Year 1 and 2 cost pattern: H-H, H-L, L-H, and L-L. Multivariate statistical tests were used to predict and discriminate between trajectory group memberships. RESULTS: The H-H, L-H, and H-L groups each utilized significantly greater pre-period high-cost venue services, post-Year 1 outpatient services, and post-Year 1 opioids compared to the L-L group (P < 0.001). Additionally, the H-H and L-H groups displayed elevated Charlson comorbidity index scores compared with the L-L group (P < 0.001), with each showing increased odds of having both opioid dependence and cardiovascular disease diagnoses (P < 0.01). CONCLUSION: This study identified patient characteristics among chronic pain patients that discriminated between different levels of post-index high-cost venue service utilization and trajectories of change in the same. With implications for managed care program implementation and resource management, this study highlights results from a developed algorithm that employed a variety of accessible data elements to effectively discriminate between patients based on their pattern of high-cost venue service utilization over time.
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spelling pubmed-35834402013-03-04 Trajectories of health care service utilization and differences in patient characteristics among adults with specific chronic pain: analysis of health plan member claims Ruetsch, Charles Tkacz, Joseph Kardel, Peter G Howe, Andrew Pai, Helen Levitan, Bennett J Pain Res Original Research INTRODUCTION: The lack of consistency surrounding the diagnosis of chronic non-cancer pain, treatment approaches, and patient management suggests the need for further research to better characterize the chronic non-cancer pain population. OBJECTIVE: The purpose of this study was to identify distinct trajectories of health care service utilization of chronic non-cancer pain patients and describe the characteristic differences between trajectory groups. PATIENTS AND METHODS: This study utilized the MarketScan claims databases. A total of 71,392 patients diagnosed with either low back pain or osteoarthritis between 2006 and 2009 served as the study sample. Each subject’s claims data were divided into three time periods around an initial diagnosis date: pre-period, post-Year 1, and post-Year 2. Subjects were categorized as either high (H) or low (L) cost at each post period, resulting in the creation of four trajectory groups based on the post-Year 1 and 2 cost pattern: H-H, H-L, L-H, and L-L. Multivariate statistical tests were used to predict and discriminate between trajectory group memberships. RESULTS: The H-H, L-H, and H-L groups each utilized significantly greater pre-period high-cost venue services, post-Year 1 outpatient services, and post-Year 1 opioids compared to the L-L group (P < 0.001). Additionally, the H-H and L-H groups displayed elevated Charlson comorbidity index scores compared with the L-L group (P < 0.001), with each showing increased odds of having both opioid dependence and cardiovascular disease diagnoses (P < 0.01). CONCLUSION: This study identified patient characteristics among chronic pain patients that discriminated between different levels of post-index high-cost venue service utilization and trajectories of change in the same. With implications for managed care program implementation and resource management, this study highlights results from a developed algorithm that employed a variety of accessible data elements to effectively discriminate between patients based on their pattern of high-cost venue service utilization over time. Dove Medical Press 2013-02-21 /pmc/articles/PMC3583440/ /pubmed/23459176 http://dx.doi.org/10.2147/JPR.S38301 Text en © 2013 Ruetsch et al, publisher and licensee Dove Medical Press Ltd. This is an Open Access article which permits unrestricted noncommercial use, provided the original work is properly cited.
spellingShingle Original Research
Ruetsch, Charles
Tkacz, Joseph
Kardel, Peter G
Howe, Andrew
Pai, Helen
Levitan, Bennett
Trajectories of health care service utilization and differences in patient characteristics among adults with specific chronic pain: analysis of health plan member claims
title Trajectories of health care service utilization and differences in patient characteristics among adults with specific chronic pain: analysis of health plan member claims
title_full Trajectories of health care service utilization and differences in patient characteristics among adults with specific chronic pain: analysis of health plan member claims
title_fullStr Trajectories of health care service utilization and differences in patient characteristics among adults with specific chronic pain: analysis of health plan member claims
title_full_unstemmed Trajectories of health care service utilization and differences in patient characteristics among adults with specific chronic pain: analysis of health plan member claims
title_short Trajectories of health care service utilization and differences in patient characteristics among adults with specific chronic pain: analysis of health plan member claims
title_sort trajectories of health care service utilization and differences in patient characteristics among adults with specific chronic pain: analysis of health plan member claims
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3583440/
https://www.ncbi.nlm.nih.gov/pubmed/23459176
http://dx.doi.org/10.2147/JPR.S38301
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