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Yong RJ, Tran OV, McGovern AM, Patil PG, Gilligan CJ. Long-Term Reductions in Opioid Medication Use After Spinal Stimulation: A Claims Analysis Among Commercially-Insured Population. J Pain Res 2024; 17:1773-1784. [PMID: 38784716 PMCID: PMC11111580 DOI: 10.2147/jpr.s441195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Accepted: 03/26/2024] [Indexed: 05/25/2024] Open
Abstract
Purpose Chronic, non-cancer pain significantly and negatively impacts patient quality of life. Neuromodulation is a major component of multi-modal interdisciplinary approaches to chronic pain management, which includes opioid and nonopioid medications. In randomized controlled trials, spinal cord stimulation (SCS) has been shown to reduce pain and decrease short-term opioid use for patients. This study sought to evaluate the effect of SCS on longer term opioid and non-opioid pain medication usage among patients over ≥3 years of follow-up. Patients and Methods Claims analysis was conducted using the Merative™ MarketScan® Commercial Database. Patients aged ≥18 who initiated SCS between 1/1/2010 and 3/31/2021 with ≥1 year of baseline data and ≥3 years of follow-up data were included. Opioid discontinuation, daily dose (DD) reduction, proportion of days covered (PDC), concomitant co-medication with benzodiazepines and/or gabapentinoids, and polypharmacy were evaluated during the baseline and follow-up periods. Adjusted logistic regression was used to evaluate the impact of baseline dosages on discontinuation and dose reduction. Results During follow-up, 60% of 2,669 SCS patients either discontinued opioid use or reduced opioid DD by at least 20% from baseline; another 15% reduced DD by 1-19%. Logistic regression showed patients with higher baseline dosages were less likely to discontinue opioids completely (odds ratio[OR] 95% confidence intervals[CI]: 0.31[0.18,0.54]) but more likely to reduce their daily dose (OR[CI]: 7.14[4.00,12.73], p<0.001). Mean PDC with opioids decreased from 0.58 (210 of 365 days) at baseline to 0.51 at year 3 (p<0.001). With SCS, co-medication with benzodiazepines decreased from 47.3% at baseline to 30.3% at year 3, co-medication with gabapentinoids reduced from 58.6% to 42.2%, and polypharmacy dropped from 15.6% to 9.6% (all p<0.001). Conclusion Approximately three-quarters of patients who received SCS therapy either discontinued or reduced systemic opioid use over the study period. SCS could assist in reducing long-term reliance on opioids and other pain medications to treat chronic non-cancer pain.
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Affiliation(s)
- Robert Jason Yong
- Pain Management Center, Brigham and Women’s Hospital, Chestnut Hill, MA, USA
| | - Oth V Tran
- Health Economics and Outcomes Research, Boston Scientific Corporation, Marlborough, MA, USA
| | - Alysha M McGovern
- Health Economics and Outcomes Research, Boston Scientific Corporation, Marlborough, MA, USA
| | - Parag G Patil
- Neurological Surgery, University of Michigan, Ann Arbor, MI, USA
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Jin X, Liang W, Zhang L, Cao S, Yang L, Xie F. Economic and Humanistic Burden of Osteoarthritis: An Updated Systematic Review of Large Sample Studies. PHARMACOECONOMICS 2023; 41:1453-1467. [PMID: 37462839 DOI: 10.1007/s40273-023-01296-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 06/12/2023] [Indexed: 10/13/2023]
Abstract
OBJECTIVE A previous systematic literature review demonstrated a significant economic and humanistic burden on patients with osteoarthritis (OA). The aim of this study was to systematically review and update the burden of OA reported by large sample studies since 2016. METHODS We searched Medline (via Ovid) and Embase using the updated search strategy based on the previous review. Those studies with a sample size ≥ 1000 and measuring the cost (direct or indirect) or health-related quality of life (HRQL) of OA were included. Pairs of reviewers worked independently and in duplicate. An arbitrator was consulted to resolve discrepancies between reviewers. The Kappa value was calculated to examine the agreement between reviewers. All costs were converted to 2021 US dollars according to inflation rates and exchange rates. RESULTS A total of 1230 studies were screened by title and abstract and 159 by full text, and 54 studies were included in the review. The Kappa value for the full-text screening was 0.71. Total annual OA-related direct costs ranged from US$326 in Japan to US$19,530 in the US. Total annual all-cause direct costs varied from US$173 in Italy to US$41,433 in the US. The annual indirect costs ranged from US$736 in the US to US$18,884 in the Netherlands. Thirty-four studies reported HRQL, with EQ-5D (13, 38%) and Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) (6, 18%) being the most frequently used instruments. The EQ-VAS and utility scores ranged from 41.5 to 81.7 and 0.3 to 0.9, respectively. The ranges of WOMAC pain (range 0-20, higher score for worse health), stiffness (range 0-8), and physical functioning (range 0-68) were 2.0-3.0, 1.0-5.0, and 5.8-42.8, respectively. CONCLUSION Since 2016, the ranges of direct costs of OA became wider, while the HRQL of patients remained poor. More countries outside the US have published OA-related disease burden using registry databases.
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Affiliation(s)
- Xuejing Jin
- Centre for Evidence-Based Chinese Medicine, Beijing University of Chinese Medicine, No. 11, Bei San Huan Dong Lu, Chaoyang District, Beijing, China
| | - Wanxian Liang
- Centre for Evidence-Based Chinese Medicine, Beijing University of Chinese Medicine, No. 11, Bei San Huan Dong Lu, Chaoyang District, Beijing, China
| | - Lining Zhang
- Centre for Evidence-Based Chinese Medicine, Beijing University of Chinese Medicine, No. 11, Bei San Huan Dong Lu, Chaoyang District, Beijing, China
| | - Shihuan Cao
- Centre for Evidence-Based Chinese Medicine, Beijing University of Chinese Medicine, No. 11, Bei San Huan Dong Lu, Chaoyang District, Beijing, China
| | - Lujia Yang
- Centre for Evidence-Based Chinese Medicine, Beijing University of Chinese Medicine, No. 11, Bei San Huan Dong Lu, Chaoyang District, Beijing, China
| | - Feng Xie
- Department of Health Research Methods, Evidence, and Impact (formerly Clinical Epidemiology and Biostatistics), Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada.
- Centre for Health Economics and Policy Analysis, Faculty of Health Sciences, McMaster University, 1280 Main Street West, Hamilton, ON, Canada.
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Rizk E, Tajchman S, Fink E, Aryal DK, Iso T, Flores E, Brown AE, Chokshi SP, Desai SN, Dewan AK, Kazzaz SA, Guevara M, Nagaraj S, Robben CP, Vittone V, Swan JT. Quality indicators for osteoarthritis pain management in the primary care setting. BMC Musculoskelet Disord 2023; 24:538. [PMID: 37391737 DOI: 10.1186/s12891-023-06637-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Accepted: 06/14/2023] [Indexed: 07/02/2023] Open
Abstract
BACKGROUND Development of valid and feasible quality indicators (QIs) is needed to track quality initiatives for osteoarthritis pain management in primary care settings. METHODS Literature search identified published guidelines that were reviewed for QI extraction. A panel of 14 experts was assembled, including primary care physicians, rheumatologists, orthopedic surgeons, pain specialists, and outcomes research pharmacists. A screening survey excluded QIs that cannot be reliably extracted from the electronic health record or that are irrelevant for osteoarthritis in primary care settings. A validity screening survey used a 9-point Likert scale to rate the validity of each QI based on predefined criteria. During expert panel discussions, stakeholders revised QI wording, added new QIs, and voted to include or exclude each QI. A priority survey used a 9-point Likert scale to prioritize the included QIs. RESULTS Literature search identified 520 references published from January 2015 to March 2021 and 4 additional guidelines from professional/governmental websites. The study included 41 guidelines. Extraction of 741 recommendations yielded 115 candidate QIs. Feasibility screening excluded 28 QIs. Validity screening and expert panel discussion excluded 73 QIs and added 1 QI. The final set of 15 prioritized QIs focused on pain management safety, education, weight-management, psychological wellbeing, optimizing first-line medications, referral, and imaging. CONCLUSION This multi-disciplinary expert panel established consensus on QIs for osteoarthritis pain management in primary care settings by combining scientific evidence with expert opinion. The resulting list of 15 prioritized, valid, and feasible QIs can be used to track quality initiatives for osteoarthritis pain management.
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Affiliation(s)
- Elsie Rizk
- Department of Pharmacy, Houston Methodist, Houston, TX, USA
- Department of Surgery, Houston Methodist, TX, Houston, USA
| | | | - Ezekiel Fink
- Department of Neurology, Houston Methodist, Houston, TX, USA
| | - Dipendra K Aryal
- Department of Pharmacy, Houston Methodist, Houston, TX, USA
- Department of Surgery, Houston Methodist, TX, Houston, USA
| | - Tomona Iso
- Department of Pharmacy, Houston Methodist, Houston, TX, USA
- Department of Surgery, Houston Methodist, TX, Houston, USA
| | - Eleazar Flores
- Houston Methodist Primary Care Group, Houston Methodist, Houston, TX, USA
| | - Anthony E Brown
- Houston Methodist Primary Care Group, Houston Methodist, Houston, TX, USA
| | - Sagar P Chokshi
- Department of Neurosurgery, Houston Methodist, Houston, TX, USA
| | | | - Ashvin K Dewan
- Department of Orthopedic Surgery, Houston Methodist, Houston, TX, USA
| | - Sarah A Kazzaz
- Houston Methodist Academic Medicine Associates - Rheumatology, Houston Methodist, Houston, TX, USA
| | - Myriam Guevara
- Houston Methodist Academic Medicine Associates - Rheumatology, Houston Methodist, Houston, TX, USA
| | - Sudha Nagaraj
- Houston Methodist Primary Care Group, Houston Methodist, Houston, TX, USA
| | | | - Veronica Vittone
- Houston Methodist Primary Care Group, Houston Methodist, Houston, TX, USA
| | - Joshua T Swan
- Department of Pharmacy, Houston Methodist, Houston, TX, USA.
- Department of Surgery, Houston Methodist, TX, Houston, USA.
- Center for Outcomes Research, Houston Methodist, Houston, TX, USA.
- Department of Surgery, Houston Methodist Hospital, 6550 Fannin Street, SM1661, Houston, TX, 77030, USA.
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Shinde M, Rodriguez-Watson C, Zhang TC, Carrell DS, Mendelsohn AB, Nam YH, Carruth A, Petronis KR, McMahill-Walraven CN, Jamal-Allial A, Nair V, Pawloski PA, Hickman A, Brown MT, Francis J, Hornbuckle K, Brown JS, Mo J. Patient characteristics, pain treatment patterns, and incidence of total joint replacement in a US population with osteoarthritis. BMC Musculoskelet Disord 2022; 23:883. [PMID: 36151530 PMCID: PMC9502954 DOI: 10.1186/s12891-022-05823-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Accepted: 09/06/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Currently available medications for chronic osteoarthritis pain are only moderately effective, and their use is limited in many patients because of serious adverse effects and contraindications. The primary surgical option for osteoarthritis is total joint replacement (TJR). The objectives of this study were to describe the treatment history of patients with osteoarthritis receiving prescription pain medications and/or intra-articular corticosteroid injections, and to estimate the incidence of TJR in these patients. METHODS This retrospective, multicenter, cohort study utilized health plan administrative claims data (January 1, 2013, through December 31, 2019) of adult patients with osteoarthritis in the Innovation in Medical Evidence Development and Surveillance Distributed Database, a subset of the US FDA Sentinel Distributed Database. Patients were analyzed in two cohorts: those with prevalent use of "any pain medication" (prescription non-steroidal anti-inflammatory drugs [NSAIDs], opioids, and/or intra-articular corticosteroid injections) using only the first qualifying dispensing (index date); and those with prevalent use of "each specific pain medication class" with all qualifying treatment episodes identified. RESULTS Among 1 992 670 prevalent users of "any pain medication", pain medications prescribed on the index date were NSAIDs (596 624 [29.9%] patients), opioids (1 161 806 [58.3%]), and intra-articular corticosteroids (323 459 [16.2%]). Further, 92 026 patients received multiple pain medications on the index date, including 71 632 (3.6%) receiving both NSAIDs and opioids. Altogether, 20.6% of patients used an NSAID at any time following an opioid index dispensing and 17.2% used an opioid following an NSAID index dispensing. The TJR incidence rates per 100 person-years (95% confidence interval [CI]) were 3.21 (95% CI: 3.20-3.23) in the "any pain medication" user cohort, and among those receiving "each specific pain medication class" were NSAIDs, 4.63 (95% CI: 4.58-4.67); opioids, 7.45 (95% CI: 7.40-7.49); and intra-articular corticosteroids, 8.05 (95% CI: 7.97-8.13). CONCLUSIONS In patients treated with prescription medications for osteoarthritis pain, opioids were more commonly prescribed at index than NSAIDs and intra-articular corticosteroid injections. Of the pain medication classes examined, the incidence of TJR was highest in patients receiving intra-articular corticosteroids and lowest in patients receiving NSAIDs.
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Affiliation(s)
- Mayura Shinde
- Harvard Pilgrim Health Care Institute and Harvard Medical School, Boston, MA, USA.
| | | | - Tancy C Zhang
- Harvard Pilgrim Health Care Institute and Harvard Medical School, Boston, MA, USA
| | - David S Carrell
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, USA
| | - Aaron B Mendelsohn
- Harvard Pilgrim Health Care Institute and Harvard Medical School, Boston, MA, USA
| | - Young Hee Nam
- Harvard Pilgrim Health Care Institute and Harvard Medical School, Boston, MA, USA
| | - Amanda Carruth
- Harvard Pilgrim Health Care Institute and Harvard Medical School, Boston, MA, USA
| | | | | | | | - Vinit Nair
- Humana Healthcare Research Inc, Louisville, KY, USA
| | | | | | | | | | | | - Jeffrey S Brown
- Harvard Pilgrim Health Care Institute and Harvard Medical School, Boston, MA, USA
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Schepman PB, Thakkar S, Robinson RL, Beck CG, Malhotra D, Emir B, Hansen RN. A Retrospective Claims-Based Study Evaluating Clinical and Economic Burden Among Patients With Moderate to Severe Osteoarthritis Pain in the United States. JOURNAL OF HEALTH ECONOMICS AND OUTCOMES RESEARCH 2022; 9:58-67. [PMID: 35620454 PMCID: PMC8888122 DOI: 10.36469/jheor.2022.31895] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Accepted: 01/10/2022] [Indexed: 06/15/2023]
Abstract
Background: There has been limited evaluation of medication adherence, healthcare resource utilization (HCRU), and healthcare costs over time in patients with osteoarthritis (OA), and stratification by pain severity level has not been reported. Assessing such longitudinal changes may be useful to patients and healthcare providers for tracking disease progression, informing treatment options, and employing strategies to optimize patient outcomes. Objectives: To characterize treatment patterns, HCRU, and costs over time in patients with moderate to severe (MTS) OA pain in the United States. Methods: We conducted a retrospective claims analysis, using IBM® MarketScan® databases, from 2013-2018. Eligible patients were aged ≥45 years with ≥12 months pre-index (baseline) and ≥24 months (follow-up) of continuous enrollment; index date was defined as a physician diagnosis of hip or knee OA. An algorithm was employed to identify MTS OA pain patients, who were propensity score matched with patients having non-MTS OA pain. Data were summarized using descriptive statistics and univariate analyses. Results: After propensity score matching, the overall OA pain cohorts consisted of 186 374 patients each: 61% were female, mean age was 63 years, and two-thirds (65.6%) were of working age (45-65 years). Sleep-related conditions, anxiety, and depression were significantly higher in the MTS OA pain cohort vs non-MTS (P<0.001). At baseline and 12- and 24-month follow-ups, receipt of prescription pain medications, HCRU, and direct medical costs were significantly higher in the MTS OA pain cohort (all P<0.01). Medication adherence was significantly higher in the MTS OA pain cohort for all medication classes except analgesics/antipyretics, which were significantly lower vs the non-MTS OA pain cohort (all P<0.0001). Conclusions: The burden of MTS OA pain is substantial, with patterns that show increasing medication use, HCRU, and costs vs non-MTS OA pain patients over time. Understanding the heterogeneity within the OA population may allow us to further appreciate the true burden of illness for patients in pain.
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Affiliation(s)
| | | | | | | | | | | | - Ryan N Hansen
- The CHOICE Institute, School of Pharmacy, University of Washington, Seattle, Washington, USA
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