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Bakhai S, Mustafa J, Cloutier M, Islam F, Gudleski GD, Reynolds JL. Lean Six Sigma quality improvement approach to implement clinical practice guidelines for prescribing opiates for chronic pain in a primary care setting. BMJ Open Qual 2024; 13:e002912. [PMID: 39284680 PMCID: PMC11409372 DOI: 10.1136/bmjoq-2024-002912] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2024] [Accepted: 08/26/2024] [Indexed: 09/20/2024] Open
Abstract
BACKGROUND Implementing guidelines for chronic opioid management during a clinic merger posed significant challenges. Our aim was to increase the percentage of chronic pain evaluations and urine toxicology tests in patients on chronic opioid therapy from the baseline rate of less than 20% to 50% within 1 year at an academic, primary care clinic. METHODS We applied the Define, Measure, Analyze, Improve, Control (DMAIC) approach of Lean Six Sigma for this quality improvement (QI) project. The QI tools included the creation of stakeholder mapping, root cause analysis, process flow mapping and a driver diagram. Lack of patient and provider education emerged as a significant barrier. The outcome measures were percentage of chronic pain evaluations and urine drug toxicology with an increase in controlled substance agreement completion rates as our process measures. Major interventions included patient and provider education, leveraging health information technology, care coordination and implementing new clinic protocols. Data analysis was performed by monthly run charts. Descriptive statistics were used to summarise clinical variables, while χ2 analyses were employed to determine statistically significant differences between preintervention and postintervention measures. RESULTS We observed an increase in completion rates of clinic visits for chronic pain, rising from 19.0% to 51.9% (p<0.001). During study period, we observed a steady increase in chronic pain evaluations with a median of 4.5. Urine toxicology completion rates increased from 19.9% to 65.8% (p<0.001) during the preintervention and postintervention periods. We observed variable changes in urine toxicology rates with a median of 5.19. Furthermore, we observed an increase in controlled substance agreement completion rates, increasing to 50% from the baseline rate of <10%. CONCLUSIONS Education to patients and providers, shared decision-making using a patient-centred approach, enhancement of health information technology and system-based interventions in clinic protocols and workflows contributed to the success of this QI project. The DMAIC approach may facilitate the implementation of practice guidelines for chronic opioid therapy and enhance providers' opioid prescribing practices.
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Affiliation(s)
- Smita Bakhai
- Internal Medicine, University at Buffalo, The State University of New York, Buffalo, New York, USA
| | - Jawdat Mustafa
- Internal Medicine, University at Buffalo, The State University of New York, Buffalo, New York, USA
| | - Meghan Cloutier
- Internal Medicine, University at Buffalo, The State University of New York, Buffalo, New York, USA
| | - Farhana Islam
- Internal Medicine, University at Buffalo, The State University of New York, Buffalo, New York, USA
| | - Gregory D Gudleski
- University at Buffalo, The State University of New York, Buffalo, New York, USA
| | - Jessica L Reynolds
- Medicine, University at Buffalo, The State University of New York, Buffalo, New York, USA
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Tong ST, Ma KPK, Pleho A, Keiser B, Hsu C, Ehde DM, Curran MC, Tsui JI, Raue PJ, Stephens KA. Comparing cognitive behavioral therapy and social prescribing in patients with loneliness on long-term opioid therapy to reduce opioid misuse: protocol for a randomized controlled trial. Addict Sci Clin Pract 2024; 19:66. [PMID: 39261953 PMCID: PMC11389301 DOI: 10.1186/s13722-024-00498-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Accepted: 08/30/2024] [Indexed: 09/13/2024] Open
Abstract
BACKGROUND Patients with chronic pain on opioids frequently experience loneliness, which is associated with poorer health outcomes and higher risk for opioid misuse and opioid use disorder. Given that almost half of opioids are prescribed in primary care, a critical need exists for the development and testing of interventions to reduce loneliness in primary care patients at risk for opioid misuse. Cognitive behavioral therapy and social prescribing have been shown to be efficacious in reducing loneliness and improving outcomes in other populations but have not been tested in patients at risk for substance use disorder. The overall objective of our study is to reduce opioid misuse and opioid use disorder by addressing loneliness in patients on long-term opioid therapy in real-world primary care settings. METHODS We will conduct a 3-arm pragmatic, randomized controlled trial to compare the effectiveness of two group-based, telehealth-delivered interventions with treatment as usual: (1) cognitive behavioral therapy to address maladaptive thought patterns and behaviors around social connection and (2) a social prescribing intervention to connect participants with social opportunities and develop supportive social networks. Our primary outcome is loneliness as measured by the UCLA Loneliness Scale and our dependent secondary outcome is opioid misuse as measured by the Common Opioid Misuse Measure. We will recruit 102 patients on long-term opioid therapy who screen positive for loneliness from 2 health care systems in Washington State. Implementation outcomes will be assessed using the RE-AIM framework. DISCUSSION Our study is innovative because we are targeting loneliness, an under-addressed but critical social risk factor that may prevent opioid misuse and use disorder in the setting where most patients are receiving their opioid prescriptions for chronic pain. If successful, the project will have a positive impact in reducing loneliness, reducing opioid misuse, improving function and preventing substance use disorder. TRIAL REGISTRATION NCT06285032, issue date: February 28, 2024, original.
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Affiliation(s)
- Sebastian T Tong
- Department of Family Medicine, University of Washington, 4311 11th Ave NE, Suite 210, Seattle, WA, 98105, USA.
| | - Kris Pui Kwan Ma
- Department of Family Medicine, University of Washington, 4311 11th Ave NE, Suite 210, Seattle, WA, 98105, USA
| | - Ajla Pleho
- Department of Family Medicine, University of Washington, 4311 11th Ave NE, Suite 210, Seattle, WA, 98105, USA
| | - Brennan Keiser
- Department of Family Medicine, University of Washington, 4311 11th Ave NE, Suite 210, Seattle, WA, 98105, USA
| | - Chialing Hsu
- Department of Family Medicine, University of Washington, 4311 11th Ave NE, Suite 210, Seattle, WA, 98105, USA
| | - Dawn M Ehde
- Department of Rehabilitation Medicine, University of Washington, Seattle, USA
| | - Mary C Curran
- Department of Rehabilitation Medicine, University of Washington, Seattle, USA
| | - Judith I Tsui
- Department of Medicine, University of Washington, Seattle, USA
| | - Patrick J Raue
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, USA
| | - Kari A Stephens
- Department of Family Medicine, University of Washington, 4311 11th Ave NE, Suite 210, Seattle, WA, 98105, USA
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Whedon J, Zakhary G. Trends in Utilization and Cost of Nonpharmacological Pain Therapies in the United States Under Medicare Part B, 2000-2022. JOURNAL OF INTEGRATIVE AND COMPLEMENTARY MEDICINE 2024; 30:902-906. [PMID: 38976486 DOI: 10.1089/jicm.2023.0759] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/10/2024]
Abstract
Background: Many clinical practice guidelines for management of pain disorders now favor first-line use of nonpharmacological therapies (NPT). However, Medicare coverage of NPT is limited. Methods: Using a serial cross-sectional design, we examined temporal trends in the utilization and cost of NPT procedures commonly used to treat pain under Medicare. Results: Utilization and costs for physical therapy increased while those for spinal and osteopathic manipulation declined. Discussion: Future research on NPT under Medicare should focus on equity of patient access and comparative outcomes.
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Affiliation(s)
- James Whedon
- Professor and Senior Health Services Researcher, Health Services Research, Southern California University of Health Sciences, Whittier, CA, USA
| | - George Zakhary
- Student Doctor of Chiropractic, Southern California University of Health Sciences, Whittier, CA, USA
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Gray M, Cooke A, Livingston CJ, LaForge K, Flores DP, Choo EK. "It Has Improved My Practice to Be Able to Offer Alternative Treatments": A Longitudinal Qualitative Study of Oregon Medicaid Back Pain Providers. JOURNAL OF INTEGRATIVE AND COMPLEMENTARY MEDICINE 2024. [PMID: 38976502 DOI: 10.1089/jicm.2023.0743] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/10/2024]
Abstract
Introduction: This study aimed to understand health care providers' experiences implementing the Oregon Back Pain Policy (OBPP) over time. The Medicaid OBPP expanded coverage of evidence-based nonpharmacological therapy (NPT) for back pain and restricted access to opioid therapy and interventional approaches. Methods: The study included six online, asynchronous focus groups with providers in February 2020 (Time 1) and August 2022 (Time 2). Analysis was conducted with a longitudinal, recurrent cross-sectional approach. Analysis occurred in three stages: (1) An immersion/crystallization approach was used to analyze Time 1 focus group data, (2) reflexive thematic analysis was used to analyze Time 2 data, and (3) longitudinal analysis was used to integrate the findings across time points. Results: At Time 1, 48 clinicians and 44 NPT providers participated in the study. Time 2 included 63 clinicians and 59 NPT providers. The longitudinal analysis of the focus group data resulted in four themes: (1) general awareness of the policy, (2) providers support the policy and perceive a benefit to their patients, (3) barriers to NPT accessibility, and (4) barriers to referring patients to NPT. Conclusion: The goal of the OBPP was to improve back pain care for Oregon Medicaid members by increasing access to evidence-based NPT and decreasing reliance on opioid medications. This study revealed that, although clinicians and NPT providers supported the policy, they faced persistent implementation challenges related to referrals, prior authorizations, coverage limitations, low reimbursement rates, and a reduced workforce for NPT providers. In some cases, implementation barriers were removed during the COVID-19 pandemic, but other challenges were more prominent during the pandemic.
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Affiliation(s)
| | | | | | - Kate LaForge
- Department of Social and Behavioral Sciences, University of California San Francisco, San Francisco, CA, USA
| | | | - Esther K Choo
- Center for Policy and Research in Emergency Medicine, Department of Emergency Medicine, OR Health & Science University, Portland, OR, USA
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5
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Schaffer AL, Andrews CD, Brown AD, Croker R, Hulme WJ, Nab L, Quinlan J, Speed V, Wood C, Wiedemann M, Massey J, Inglesby P, Bacon SCJ, Mehrkar A, Bates C, Goldacre B, Walker AJ, MacKenna B. Changes in opioid prescribing during the COVID-19 pandemic in England: an interrupted time-series analysis in the OpenSAFELY-TTP cohort. Lancet Public Health 2024; 9:e432-e442. [PMID: 38942555 PMCID: PMC7616651 DOI: 10.1016/s2468-2667(24)00100-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Revised: 04/26/2024] [Accepted: 05/08/2024] [Indexed: 06/30/2024]
Abstract
BACKGROUND The COVID-19 pandemic disrupted health-care delivery, including difficulty accessing in-person care, which could have increased the need for strong pharmacological pain relief. Due to the risks associated with overprescribing of opioids, especially to vulnerable populations, we aimed to quantify changes to measures during the COVID-19 pandemic, overall, and by key subgroups. METHODS For this interrupted time-series analysis study conducted in England, with National Health Service England approval, we used routine clinical data from more than 20 million general practice adult patients in OpenSAFELY-TPP, which is a a secure software platform for analysis of electronic health records. We included all adults registered with a primary care practice using TPP-SystmOne software. Using interrupted time-series analysis, we quantified prevalent and new opioid prescribing before the COVID-19 pandemic (January, 2018-February, 2020), during the lockdown (March, 2020-March, 2021), and recovery periods (April, 2021-June, 2022), overall and stratified by demographics (age, sex, deprivation, ethnicity, and geographical region) and in people in care homes identified via an address-matching algorithm. FINDINGS There was little change in prevalent prescribing during the pandemic, except for a temporary increase in March, 2020. We observed a 9·8% (95% CI -14·5 to -6·5) reduction in new opioid prescribing from March, 2020, with a levelling of the downward trend, and rebounding slightly after April, 2021 (4·1%, 95% CI -0·9 to 9·4). Opioid prescribing rates varied by demographics, but we found a reduction in new prescribing for all subgroups except people aged 80 years or older. Among care home residents, in April, 2020, parenteral opioid prescribing increased by 186·3% (153·1 to 223·9). INTERPRETATION Opioid prescribing increased temporarily among older people and care home residents, likely reflecting use to treat end-of-life COVID-19 symptoms. Despite vulnerable populations being more affected by health-care disruptions, disparities in opioid prescribing by most demographic subgroups did not widen during the pandemic. Further research is needed to understand what is driving the changes in new opioid prescribing and its relation to changes to health-care provision during the pandemic. FUNDING The Wellcome Trust, Medical Research Council, The National Institute for Health and Care Research, UK Research and Innovation, and Health Data Research UK.
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Affiliation(s)
- Andrea L Schaffer
- Bennett Institute for Applied Data Science, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK.
| | - Colm D Andrews
- Bennett Institute for Applied Data Science, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Andrew D Brown
- Bennett Institute for Applied Data Science, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Richard Croker
- Bennett Institute for Applied Data Science, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - William J Hulme
- Bennett Institute for Applied Data Science, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Linda Nab
- Bennett Institute for Applied Data Science, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | | | - Victoria Speed
- Bennett Institute for Applied Data Science, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK; King's Thrombosis Centre, King's College Hospital, London, UK
| | - Christopher Wood
- Bennett Institute for Applied Data Science, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Milan Wiedemann
- Bennett Institute for Applied Data Science, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Jon Massey
- Bennett Institute for Applied Data Science, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Peter Inglesby
- Bennett Institute for Applied Data Science, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Seb C J Bacon
- Bennett Institute for Applied Data Science, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Amir Mehrkar
- Bennett Institute for Applied Data Science, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | | | - Ben Goldacre
- Bennett Institute for Applied Data Science, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Alex J Walker
- Bennett Institute for Applied Data Science, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Brian MacKenna
- Bennett Institute for Applied Data Science, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
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Gotham Johnson D, Lu AY, Kirn GA, Trepka K, Ayana Day Y, Yang SC, Montoy JCC, Juarez MA. Pragmatic Emergency Department Intervention Reducing Default Quantity of Opioid Tablets Prescribed. West J Emerg Med 2024; 25:449-456. [PMID: 39028229 PMCID: PMC11254152 DOI: 10.5811/westjem.18040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2023] [Revised: 01/24/2024] [Accepted: 02/09/2024] [Indexed: 07/20/2024] Open
Abstract
Introduction The opioid epidemic is a major cause of morbidity and mortality in the United States. Prior work has shown that emergency department (ED) opioid prescribing can increase the incidence of opioid use disorder in a dose-dependent manner, and systemic changes that decrease default quantity of discharge opioid tablets in the electronic health record (EHR) can impact prescribing practices. However, ED leadership may be interested in the impact of communication around the intervention as well as whether the intervention may differentially impact different types of clinicians (physicians, physician assistants [PA], and nurse practitioners). We implemented and evaluated a quality improvement intervention of an announced decrease in EHR default quantities of commonly prescribed opioids at a large, academic, urban, tertiary-care ED. Methods We gathered EHR data on all ED discharges with opioid prescriptions from January 1, 2019-December 6, 2021, including chief complaint, clinician, and opioid prescription details. Data was captured and analyzed on a monthly basis throughout this time period. On March 29, 2021, we implemented an announced decrease in EHR default dispense quantities from 20 tablets to 12 tablets for commonly prescribed opioids. We measured pre- and post-intervention quantities of opioid tablets prescribed per discharge receiving opioids, distribution by patient demographics, and inter-clinician variability in prescribing behavior. Results The EHR change was associated with a 14% decrease in quantity of opioid tablets per discharge receiving opioids, from 14 to 12 tablets (P = <.001). We found no statistically significant disparities in prescriptions based on self-reported patient race (P = 0.68) or gender (P = 0.65). Nurse practitioners and PAs prescribed more opioids per encounter than physicians on average and had a statistically significant decrease in opioid prescriptions associated with the EHR change. Physicians had a lesser but still significant drop in opioid prescribing in the post-intervention period. Conclusion Decreasing EHR defaults is a robust, simple tool for decreasing opioid prescriptions, with potential for implementation in the 42% of EDs nationwide that have defaults exceeding the recommended 12-tablet supply. Considering significant inter-clinician variability, future interventions to decrease opioid prescriptions should examine the effects of combining EHR default changes with targeted interventions for clinician groups or individual clinicians.
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Affiliation(s)
- Drake Gotham Johnson
- University of California San Francisco, Department of Emergency Medicine, San Francisco, California
| | - Alice Y Lu
- University of California San Francisco, Department of Emergency Medicine, San Francisco, California
| | - Georgia A Kirn
- University of California San Francisco, Department of Emergency Medicine, San Francisco, California
| | - Kai Trepka
- University of California San Francisco, Department of Emergency Medicine, San Francisco, California
| | - Yesenia Ayana Day
- University of California San Francisco, Department of Emergency Medicine, San Francisco, California
| | - Stephen C Yang
- University of California San Francisco, Department of Emergency Medicine, San Francisco, California
| | - Juan Carlos C Montoy
- University of California San Francisco, Department of Emergency Medicine, San Francisco, California
| | - Marianne A Juarez
- University of California San Francisco, Department of Emergency Medicine, San Francisco, California
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7
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Matthias MS, Myers LJ, Coffing JM, Carter JL, Daggy JK, Slaven JE, Bair MJ, Bravata DM, McGuire AB. Patterns of Opioid Prescriptions in the Veterans Health Administration for Patients With Chronic Low-Back Pain After the Onset of the COVID-19 Pandemic: A Retrospective Cohort Analysis. THE JOURNAL OF PAIN 2024; 25:104445. [PMID: 38072219 DOI: 10.1016/j.jpain.2023.12.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Revised: 11/14/2023] [Accepted: 12/05/2023] [Indexed: 12/25/2023]
Abstract
The COVID-19 pandemic led to severe disruptions in health care and a relaxation of rules surrounding opioid prescribing-changes which led to concerns about increased reliance on opioids for chronic pain and a resurgence of opioid-related harms. Although some studies found that opioid prescriptions increased in the first 6 months of the pandemic, we know little about the longer-term effects of the pandemic on opioid prescriptions. Further, despite the prevalence of pain in veterans, we know little about patterns of opioid prescriptions in the Veterans Health Administration (VA) associated with the pandemic. Using a retrospective cohort of VA patients with chronic low-back pain, we examined the proportion of patients with an opioid prescription and mean morphine milligram equivalents over a 3-year period-1 year prior to and 2 years after the pandemic's onset. Analyses revealed that both measures fell during the entire observation period. The largest decrease in the odds of filling an opioid prescription occurred in the first quarter of the pandemic, but this downward trend continued throughout the observation period, albeit at a slower pace. Clinically meaningful differences in opioid prescriptions and dose over time did not emerge based on patient race or rurality; however, differences emerged between female and male veterans, with decreases in opioid prescriptions slowing more markedly for women after the pandemic onset. These findings suggest that the pandemic was not associated with short- or long-term increases in opioid prescriptions or doses in the VA. PERSPECTIVE: This article examines opioid prescribing over a 3-year period-1 year prior to and 2 years after the onset of the COVID-19 pandemic-for VA patients with chronic low-back pain. Results indicate that, despite disruptions to health care, opioid prescriptions and doses decreased over the entire observation period.
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Affiliation(s)
- Marianne S Matthias
- VA HSR&D Center for Health Information and Communication, Roudebush VA Medical Center, Indianapolis, Indiana; Regenstrief Institute, Indianapolis, Indiana; Department of Medicine, Indiana University School of Medicine, Indianapolis, Indiana
| | - Laura J Myers
- VA HSR&D Center for Health Information and Communication, Roudebush VA Medical Center, Indianapolis, Indiana
| | - Jessica M Coffing
- VA HSR&D Center for Health Information and Communication, Roudebush VA Medical Center, Indianapolis, Indiana
| | - Jessica L Carter
- VA HSR&D Center for Health Information and Communication, Roudebush VA Medical Center, Indianapolis, Indiana
| | - Joanne K Daggy
- Department of Biostatistics & Health Data Science, Indiana University School of Medicine, Indianapolis, Indiana
| | - James E Slaven
- Department of Biostatistics & Health Data Science, Indiana University School of Medicine, Indianapolis, Indiana
| | - Matthew J Bair
- VA HSR&D Center for Health Information and Communication, Roudebush VA Medical Center, Indianapolis, Indiana; Regenstrief Institute, Indianapolis, Indiana; Department of Medicine, Indiana University School of Medicine, Indianapolis, Indiana
| | - Dawn M Bravata
- VA HSR&D Center for Health Information and Communication, Roudebush VA Medical Center, Indianapolis, Indiana; Regenstrief Institute, Indianapolis, Indiana; Department of Medicine, Indiana University School of Medicine, Indianapolis, Indiana
| | - Alan B McGuire
- VA HSR&D Center for Health Information and Communication, Roudebush VA Medical Center, Indianapolis, Indiana; Department of Psychology, Indiana University Purdue University, Indianapolis, Indiana
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Bansal V, Lam L, Brown AV, Javed S. Prevalence of abnormal urine drug tests during COVID-19 pandemic in the cancer patient population: retrospective study. Pain Manag 2024; 14:129-138. [PMID: 38375593 PMCID: PMC11412139 DOI: 10.2217/pmt-2023-0122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Accepted: 02/06/2024] [Indexed: 02/21/2024] Open
Abstract
Background: Opioid misuse is a persistent concern, heightened by the COVID-19 pandemic. This study examines the risk factors contributing to elevated rates of abnormal urine drug tests (UDTs) in the cancer pain patient population during COVID-19. Materials & methods: A retrospective chart review of 500 patient encounters involving UDTs at a comprehensive cancer center. Results: Medication adherence rates increase when UDTs are incorporated into a chronic cancer pain management protocol. Higher positive tests for illicit or nonprescribed substances in patients with specific risk factors: current smokers (tobacco), no active cancer and concurrent benzodiazepine use. Conclusion: This research emphasizes the increased risk of opioid misuse during COVID-19 among cancer pain patients with specific risk factors outlined in the results.
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Affiliation(s)
- Vishal Bansal
- Department of Pain Medicine, Division of Anesthesiology, Critical Care Medicine & Pain Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Loc Lam
- Department of Physical Medicine & Rehabilitation, Baylor College of Medicine, Houston, TX 77030, USA
| | - Ashlyn Victoria Brown
- Department of Physical Medicine & Rehabilitation, Baylor College of Medicine, Houston, TX 77030, USA
| | - Saba Javed
- Department of Pain Medicine, Division of Anesthesiology, Critical Care Medicine & Pain Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
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Ory MG, Lee S, Alonzo JP, Vollmer Dahlke D, Pardo N, Smith ML. Contextual Factors and Adoption of Strategies Related to Opioid Prescribing Practices in Healthcare Settings: Cross-Sectional Study. Eval Health Prof 2024; 47:66-74. [PMID: 37934625 DOI: 10.1177/01632787231211920] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2023]
Abstract
This study aimed to examine the association between different contextual factors (e.g., facility size, rurality, and perceived needs) and the adoption of a policy or strategy related to opioid prescribing practices in healthcare settings. Cross-sectional survey data was collected from a convenience sample of physicians (N = 68). Logistic regression models were used to examine the effects of contextual factors on the dependent variables. Less than half reported having a policy restricting opioid prescribing practices, and 81% reported having one or more strategies for the safe use of chronic opioid therapy. After adjusting for other contextual factors, small practice size was positively associated with having a policy restricting opioid prescribing practices. This exploratory study provides insights for further investigation of how various contextual factors can influence policy adoption in different healthcare settings and practices to address major public health threats.
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Affiliation(s)
| | - Shinduk Lee
- Texas A&M University, USA
- University of Utah, USA
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10
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Neba RA, Wang H, Kolala M, Sambamoorthi U. Multimorbidity and chronic pain management with opioids and other therapies among adults in the United States: A cross-sectional study. JOURNAL OF MULTIMORBIDITY AND COMORBIDITY 2024; 14:26335565241237889. [PMID: 38454920 PMCID: PMC10919125 DOI: 10.1177/26335565241237889] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Accepted: 02/20/2024] [Indexed: 03/09/2024]
Abstract
Background Multimorbidity, defined as the concurrent presence of ≥ 2 chronic conditions, and chronic pain (i.e., pain lasting ≥3 months) often co-exist. Multimodal pain management that includes non-pharmacologic treatment and non-opioid therapy is recommended to prevent serious risks associated with opioids. Purpose Estimate the prevalence of types of pain treatment and analyze their associations with multimorbidity using a nationally representative survey in the United States (US). Methods Data was collected from the 2020 National Health Interview Survey among adults with chronic pain and chronic conditions (N= 12,028). Chronic pain management was grouped into four categories: opioid therapy; non-opioid multimodal pain treatment; pain treatment with monotherapy; and no pain treatment. Chi-square tests and multivariable multinomial logistic regressions were used to analyze the association of multimorbidity with types of pain treatment after controlling for age, sex, social determinants of health (SDoH), and lifestyle characteristics. Results Among NHIS respondents, 68% had multimorbidity. In adjusted multinomial logistic regressions with "pain management with monotherapy" as the reference group, those with multimorbidity were more likely to utilize opioids (AOR=1.63, 95% CI=1.23, 2.17). Those with severe pain were also more likely to use opioid therapy (AOR=19.36, 95% CI=13.35, 28.06) than those with little pain. Those with low income and education were less likely to have multimodal pain management without opioids. Conclusion Seven in 10 adults had multimorbidity. Those with multimorbidity reported severe pain and relied on opioids for pain control. Regardless of multimorbidity status, SDoH was associated with types of chronic pain management.
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Affiliation(s)
- Rolake A Neba
- Department of Pharmacotherapy, College of Pharmacy, University of North Texas Health Science Center, Fort Worth, TX, USA
| | - Hao Wang
- Department of Emergency Medicine, JPS Health Network, Fort Worth, TX, USA
| | - Misozi Kolala
- Department of Pharmacotherapy, College of Pharmacy, University of North Texas Health Science Center, Fort Worth, TX, USA
| | - Usha Sambamoorthi
- Department of Pharmacotherapy, College of Pharmacy, University of North Texas Health Science Center, Fort Worth, TX, USA
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Horton DB, Yang Y, Neikirk A, Huang C, Crystal S, Davidow A, Haynes K, Gerhard T, Rose CD, Strom BL, Parlett L. Impact of the COVID-19 Pandemic on the Management of Juvenile Idiopathic Arthritis: Analysis of United States Commercial Insurance Data. J Clin Rheumatol 2023; 29:388-395. [PMID: 37798830 PMCID: PMC10843854 DOI: 10.1097/rhu.0000000000002035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/07/2023]
Abstract
BACKGROUND/OBJECTIVE Given limited information on health care and treatment utilization for juvenile idiopathic arthritis (JIA) during the pandemic, we studied JIA-related health care and treatment utilization in a commercially insured retrospective US cohort. METHODS We studied rates of outpatient visits, new disease-modifying antirheumatic drug (DMARD) initiations, intra-articular glucocorticoid injections (iaGC), dispensed oral glucocorticoids and opioids, DMARD adherence, and DMARD discontinuation by quarter in March 2018-February 2021 (Q1 started in March). Incident rate ratios (IRR, pandemic vs prepandemic) with 95% confidence intervals (CIs) were estimated using multivariable Poisson or Quasi-Poisson models stratified by diagnosis recency (incident JIA, <12 months ago; prevalent JIA, ≥12 months ago). RESULTS Among 1294 children diagnosed with JIA, total and in-person outpatient visits for JIA declined during the pandemic (IRR, 0.88-0.90), most markedly in Q1 2020. Telemedicine visits, while higher during the pandemic, declined from 21% (Q1) to 13% (Q4) in 2020 to 2021. During the pandemic, children with prevalent JIA, but not incident JIA, had lower usage of iaGC (IRR, 0.60; 95% CI, 0.34-1.07), oral glucocorticoids (IRR, 0.47; 95% CI, 0.33-0.67), and opioids (IRR, 0.44; 95% CI, 0.26-0.75). Adherence to and discontinuation of DMARDs was similar before and during the pandemic. CONCLUSIONS In the first year of the pandemic, visits for JIA dropped by 10% to 12% in commercially insured children in the United States, declines partly mitigated by use of telemedicine. Pandemic-related declines in intra-articular glucocorticoids, oral glucocorticoids, and opioids were observed for children with prevalent, but not incident, JIA. These changes may have important implications for disease control and quality of life.
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Affiliation(s)
- Daniel B. Horton
- Department of Pediatrics, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
- Rutgers Center for Pharmacoepidemiology and Treatment Science, Institute for Health, Health Care Policy and Aging Research, New Brunswick, NJ, USA
- Department of Biostatistics and Epidemiology, Rutgers School of Public Health, Piscataway, NJ, USA
| | | | | | - Cecilia Huang
- Rutgers Center for Pharmacoepidemiology and Treatment Science, Institute for Health, Health Care Policy and Aging Research, New Brunswick, NJ, USA
| | - Stephen Crystal
- Rutgers Center for Health Services Research, Institute for Health, Health Care Policy and Aging Research, New Brunswick, NJ, USA
- Rutgers School of Social Work, New Brunswick, NJ, USA
| | - Amy Davidow
- New York University School of Global Public Health, New York, NY, USA
| | - Kevin Haynes
- Janssen Research & Development, Titusville, NJ, USA
| | - Tobias Gerhard
- Rutgers Center for Pharmacoepidemiology and Treatment Science, Institute for Health, Health Care Policy and Aging Research, New Brunswick, NJ, USA
- Department of Biostatistics and Epidemiology, Rutgers School of Public Health, Piscataway, NJ, USA
- Department of Pharmacy Practice and Administration, Ernest Mario School of Pharmacy, New Brunswick, NJ, USA
| | | | - Brian L. Strom
- Rutgers Center for Pharmacoepidemiology and Treatment Science, Institute for Health, Health Care Policy and Aging Research, New Brunswick, NJ, USA
- Rutgers Biomedical and Health Sciences, Newark, NJ, USA
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12
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Mannes ZL, Wheeler-Martin K, Terlizzi K, Hasin DS, Perry A, Pamplin JR, Crystal S, Cerdá M, Martins SS. Risks of opioid overdose among New York State Medicaid recipients with chronic pain before and during the COVID-19 pandemic. Prev Med 2023; 177:107789. [PMID: 38016582 PMCID: PMC10842754 DOI: 10.1016/j.ypmed.2023.107789] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Revised: 10/27/2023] [Accepted: 11/22/2023] [Indexed: 11/30/2023]
Abstract
OBJECTIVE The COVID-19 pandemic contributed to healthcare disruptions for patients with chronic pain. Following initial disruptions, national policies were enacted to expand access to long-term opioid therapy (LTOT) for chronic pain and opioid use disorder (OUD) treatment services, which may have modified risk of opioid overdose. We examined associations between LTOT and/or OUD with fatal and non-fatal opioid overdoses, and whether the pandemic moderated overdose risk in these groups. METHODS We analyzed New York State Medicaid claims data (3/1/2019-12/31/20) of patients with chronic pain (N = 236,391). We used generalized estimating equations models to assess associations between LTOT and/or OUD (neither LTOT or OUD [ref], LTOT only, OUD only, and LTOT and OUD) and the pandemic (03/2020-12/2020) with opioid overdose. RESULTS The pandemic did not significantly (ns) affect opioid overdose among patients with LTOT and/or OUD. While patients with LTOT (vs. no LTOT) had a slight increase in opioid overdose during the pandemic (pre-pandemic: aOR:1.65, 95% CI:1.05, 2.57; pandemic: aOR:2.43, CI:1.75,3.37, ns), patients with OUD had a slightly attenuated odds of overdose during the pandemic (pre-pandemic: aOR:5.65, CI:4.73, 6.75; pandemic: aOR:5.16, CI:4.33, 6.14, ns). Patients with both LTOT and OUD also experienced a slightly reduced odds of opioid overdose during the pandemic (pre-pandemic: aOR:5.82, CI:3.58, 9.44; pandemic: aOR:3.70, CI:2.11, 6.50, ns). CONCLUSIONS Findings demonstrated no significant effect of the pandemic on opioid overdose among people with chronic pain and LTOT and/or OUD, suggesting pandemic policies expanding access to chronic pain and OUD treatment services may have mitigated the risk of opioid overdose.
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Affiliation(s)
- Zachary L Mannes
- Department of Emergency Medicine, Columbia University Irving Medical Center, 630 West 168th Street, New York, NY 10032, USA; Department of Epidemiology, Columbia University Mailman School of Public Health, 722 West 168th St., New York, NY 10032, USA
| | - Katherine Wheeler-Martin
- Center for Opioid Epidemiology and Policy, Division of Epidemiology, Department of Population Health, New York University Grossman School of Medicine, 180 Madison Avenue, New York, NY 10016, USA
| | - Kelly Terlizzi
- Department of Population Health, NYU Grossman School of Medicine, 550 1st Ave., New York, NY 10016, USA
| | - Deborah S Hasin
- Department of Epidemiology, Columbia University Mailman School of Public Health, 722 West 168th St., New York, NY 10032, USA; Department of Psychiatry, Columbia University Irving Medical Center, 1051 Riverside Dr, New York, NY 10032, USA; New York State Psychiatric Institute, 1051 Riverside Dr, New York, NY 10032, USA
| | - Allison Perry
- Center for Opioid Epidemiology and Policy, Division of Epidemiology, Department of Population Health, New York University Grossman School of Medicine, 180 Madison Avenue, New York, NY 10016, USA
| | - John R Pamplin
- Department of Epidemiology, Columbia University Mailman School of Public Health, 722 West 168th St., New York, NY 10032, USA
| | - Stephen Crystal
- Center for Pharmacoepidemiology and Treatment Science, Institute for Health, Health Care Policy, and Aging Research, Rutgers University, 112 Paterson Street, New Brunswick, NJ 08901, USA; Department of Health Behavior, Society and Policy, School of Public Health, Rutgers University, 683 Hoes Ln W, Piscataway, NJ 08854, USA; School of Social Work, Rutgers University, 120 Albany St, New Brunswick, NJ 08901, USA
| | - Magdalena Cerdá
- Center for Opioid Epidemiology and Policy, Division of Epidemiology, Department of Population Health, New York University Grossman School of Medicine, 180 Madison Avenue, New York, NY 10016, USA
| | - Silvia S Martins
- Department of Epidemiology, Columbia University Mailman School of Public Health, 722 West 168th St., New York, NY 10032, USA.
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Carrasco-Garrido P, Palacios-Ceña D, Hernández-Barrera V, Jiménez-Trujillo I, Gallardo-Pino C, Fernández-de-las-Peñas C. Patterns of Opioid and Non-Opioid Analgesic Consumption in Patients with Post-COVID-19 Conditions. J Clin Med 2023; 12:6586. [PMID: 37892724 PMCID: PMC10607000 DOI: 10.3390/jcm12206586] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Revised: 10/12/2023] [Accepted: 10/16/2023] [Indexed: 10/29/2023] Open
Abstract
Pain is a major health issue for healthcare systems, and access to pain treatment is a fundamental human right. Pain is a common symptom experienced in the post-COVID phase by a significant percentage of patients. This study describes the prevalence and associated factors associated with the use of opioid and non-opioid analgesics in subjects with post-COVID-19 condition. Sociodemographic data, post-COVID symptoms, health profile, and opioid and non-opioid analgesic consumption were collected in 390 subjects with post-COVID-19 condition. We analyzed the independent effect of all variables on opioid/non-opioid analgesic consumption by using logistic multivariate regressions. The prevalence of opioid and non-opioid analgesic consumption was 24.1% and 82.3%, respectively. Tramadol (17.18%) and codeine (7.95%) were the most commonly used opioid analgesics, and Paracetamol (70%) and ibuprofen (45.4%) were the most commonly used non-opioid analgesics. Females were more likely to consume non-opioid analgesics (aOR2.20, 95%CI 1.15, 4.22) than males. Marital status of married/partner vs. single (aOR2.96; 95% CI 1.43, 6.12), monthly income < EUR 1000 VS. > EUR 2000 (aOR3.81; 95% CI 1.37, 10.61), number of post-COVID symptoms < 5 (aOR2.64, 95%CI 1.18, 5.87), and anxiolytics consumption (aOR 1.85, 95%CI 1.05, 3.25) were associated with a greater likelihood of opioid analgesic consumption. Age > 55 years (aOR3.30, 95%CI 1.34, 8.09) and anxiolytics consumption (aOR2.61, 95%CI 1.36, 4.98) were associated with a greater likelihood of non-opioid analgesic consumption. Opioid analgesic consumption was highly associated (aOR 3.41, 95%CI 1.27, 6.11) with non-opioid analgesic consumption. The prevalence of opioid analgesic and non-opioid analgesic consumption in individuals with post-COVID-19 condition was 24.1% and 82.3%. Females with post-COVID-19 condition showed higher non-opioid analgesic consumption than men. Predictors of opioid consumption were marital status, lower monthly income, number of post-COVID symptoms, and anxiolytic consumption. Older age and anxiolytic consumption were predictors of non-opioid consumption.
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Affiliation(s)
- Pilar Carrasco-Garrido
- Department of Medical Specialties and Public Health, Health Sciences Faculty, Universidad Rey Juan Carlos, Avenida Atenas s/n, Alcorcon, 28922 Madrid, Spain; (V.H.-B.); (I.J.-T.); (C.G.-P.)
- Preventive Medicine and Public Health Teaching and Research Unit, Health Sciences Faculty, Rey Juan Carlos University, Avda. Atenas s/n. Alcorcón, 28922 Madrid, Spain
| | - Domingo Palacios-Ceña
- Department of Physical Therapy, Occupational Therapy, Rehabilitation and Physical Medicine, Health Sciences Faculty, Universidad Rey Juan Carlos, Avenida Atenas s/n, Alcorcon, 28922 Madrid, Spain; (D.P.-C.); (C.F.-d.-l.-P.)
| | - Valentín Hernández-Barrera
- Department of Medical Specialties and Public Health, Health Sciences Faculty, Universidad Rey Juan Carlos, Avenida Atenas s/n, Alcorcon, 28922 Madrid, Spain; (V.H.-B.); (I.J.-T.); (C.G.-P.)
| | - Isabel Jiménez-Trujillo
- Department of Medical Specialties and Public Health, Health Sciences Faculty, Universidad Rey Juan Carlos, Avenida Atenas s/n, Alcorcon, 28922 Madrid, Spain; (V.H.-B.); (I.J.-T.); (C.G.-P.)
| | - Carmen Gallardo-Pino
- Department of Medical Specialties and Public Health, Health Sciences Faculty, Universidad Rey Juan Carlos, Avenida Atenas s/n, Alcorcon, 28922 Madrid, Spain; (V.H.-B.); (I.J.-T.); (C.G.-P.)
| | - Cesar Fernández-de-las-Peñas
- Department of Physical Therapy, Occupational Therapy, Rehabilitation and Physical Medicine, Health Sciences Faculty, Universidad Rey Juan Carlos, Avenida Atenas s/n, Alcorcon, 28922 Madrid, Spain; (D.P.-C.); (C.F.-d.-l.-P.)
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14
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Wang K, Fenton BT, Skanderson M, Black AC, Becker WC, Seng EK, Anthony SE, Guirguis AB, Altalib HH, Kimber A, Lorenze N, Scholten JD, Graham GD, Sandbrink F, Sico JJ. Changes in opioid prescribing in veterans with headache during the COVID-19 pandemic: A regression discontinuity in time analysis. Headache 2023; 63:1295-1303. [PMID: 37596904 DOI: 10.1111/head.14605] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Revised: 06/08/2023] [Accepted: 06/14/2023] [Indexed: 08/21/2023]
Abstract
OBJECTIVE To determine changes in opioid prescribing among veterans with headaches during the coronavirus disease of 2019 (COVID-19) pandemic by comparing the stay-at-home phase (March 15 to May 30, 2020) and the reopening phase (May 31 to December 31, 2020). BACKGROUND Opioid prescribing for chronic pain has declined substantially since 2016; however, changes in opioid prescribing during the COVID-19 pandemic among veterans with headaches remain unknown. METHODS This retrospective cohort study utilized regression discontinuity in time and difference-in-differences design to analyze veterans aged ≥18 years with a previous diagnosis of headache disorders and an outpatient visit to the Veterans Health Administration (VHA) during the study period. We measured the weekly number of opioid prescriptions, the number of days supplied, the daily dose in morphine milligram equivalents (MMEs), and the number of prescriptions with ≥50 morphine equivalent daily doses (MEDD). RESULTS A total of 81,376 veterans were analyzed with 589,950 opioid prescriptions. The mean (SD) age was 51.6 (13.5) years, 57,242 (70.3%) were male, and 53,464 (65.7%) were White. During the pre-pandemic period, 323.6 opioid prescriptions (interquartile range 292.1-325.8) were dispensed weekly, with an median (IQR) of 24.1 (24.0-24.4) days supplied and 31.8 (31.2-32.5) MMEs. Transition to stay-at-home was associated with a 7.7% decrease in the number of prescriptions (incidence rate ratio [IRR] 1.077, 95% confidence interval [CI] 0.866-0.984) and a 9.8% increase in days supplied (IRR 1.098, 95% CI 1.078-1.119). Similar trends were observed during the reopening period. Subgroup analysis among veterans on long-term opioid therapy also revealed 1.7% and 1.4% increases in days supplied during the stay-at-home (IRR 1.017, 95% CI 1.009-1.025) and reopening phase (IRR 1.014, 95% CI 1.007-1.021); however, changes in the total number of prescriptions, MME/day, or the number of prescriptions >50 MEDD were insignificant. CONCLUSION Prescription opioid access was maintained for veterans within VHA during the pandemic. The de-escalation of opioid prescribing observed prior to the pandemic was not seen in our study.
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Affiliation(s)
- Kaicheng Wang
- Research, Education, Evaluation and Engagement Activities Center for Headache, Headache Centers of Excellence, US Department of Veterans Affairs, Orange, Connecticut, USA
- Yale Center for Analytic Sciences, Yale School of Public Health, New Haven, Connecticut, USA
| | - Brenda T Fenton
- Research, Education, Evaluation and Engagement Activities Center for Headache, Headache Centers of Excellence, US Department of Veterans Affairs, Orange, Connecticut, USA
- Pain Research, Informatics, Multi-morbidities, and Education Center, VA Connecticut Healthcare System, West Haven, Connecticut, USA
| | - Melissa Skanderson
- Research, Education, Evaluation and Engagement Activities Center for Headache, Headache Centers of Excellence, US Department of Veterans Affairs, Orange, Connecticut, USA
| | - Anne C Black
- Pain Research, Informatics, Multi-morbidities, and Education Center, VA Connecticut Healthcare System, West Haven, Connecticut, USA
- Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut, USA
| | - William C Becker
- Pain Research, Informatics, Multi-morbidities, and Education Center, VA Connecticut Healthcare System, West Haven, Connecticut, USA
- Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut, USA
| | - Elizabeth K Seng
- Research, Education, Evaluation and Engagement Activities Center for Headache, Headache Centers of Excellence, US Department of Veterans Affairs, Orange, Connecticut, USA
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, New York, USA
- Saul R. Korey Department of Neurology, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Sarah E Anthony
- Research, Education, Evaluation and Engagement Activities Center for Headache, Headache Centers of Excellence, US Department of Veterans Affairs, Orange, Connecticut, USA
- Department of Neurology, Yale School of Medicine, New Haven, Connecticut, USA
| | | | - Hamada H Altalib
- Department of Neurology, Yale School of Medicine, New Haven, Connecticut, USA
- VA Connecticut Healthcare System, West Haven, Connecticut, USA
| | - Addison Kimber
- Research, Education, Evaluation and Engagement Activities Center for Headache, Headache Centers of Excellence, US Department of Veterans Affairs, Orange, Connecticut, USA
- Department of Neurology, Yale School of Medicine, New Haven, Connecticut, USA
| | - Nancy Lorenze
- Research, Education, Evaluation and Engagement Activities Center for Headache, Headache Centers of Excellence, US Department of Veterans Affairs, Orange, Connecticut, USA
- Department of Neurology, Yale School of Medicine, New Haven, Connecticut, USA
| | - Joel D Scholten
- Physical Medicine and Rehabilitation Service, Washington DC VA Medical Center, Washington, District of Columbia, USA
| | - Glenn D Graham
- Department of Neurology, University of California San Francisco School of Medicine, San Francisco, California, USA
| | - Friedhelm Sandbrink
- Pain Management Specialty Services, Washington DC VA Medical Center, Washington, District of Columbia, USA
| | - Jason J Sico
- Research, Education, Evaluation and Engagement Activities Center for Headache, Headache Centers of Excellence, US Department of Veterans Affairs, Orange, Connecticut, USA
- Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut, USA
- Department of Neurology, Yale School of Medicine, New Haven, Connecticut, USA
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15
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Bansal V, Pingenot E, Huh B, Javed S. Trends of opioid prescription in cancer patients utilizing telemedicine: a retrospective study. Pain Manag 2023; 13:509-517. [PMID: 37814828 DOI: 10.2217/pmt-2023-0036] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/11/2023] Open
Abstract
Aim: Prescribing patterns among healthcare practitioners remain a recurring theme of interest in the opioid crisis. This study aims to provide insight on opioid prescribing patterns for cancer pain in telemedicine and in-person encounters during COVID-19. Materials & methods: A retrospective chart review of 1000 encounters (500 telemedicine and 500 in-person) at an academic tertiary care comprehensive cancer center. Results: On average, overall, significantly higher narcotics (in morphine milligram equivalents [MME]) prescribed for patients receiving telemedicine services. In-person encounters had a significantly higher proportion of narcotic (in MME) increases in subsequent visits. Conclusion: Our institution continues to adapt telehealth services as an additional care venue and deeper insight helps mitigate development of maladaptive opioid prescribing patterns.
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Affiliation(s)
- Vishal Bansal
- Department of Physical Medicine & Rehabilitation, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA
| | | | - Billy Huh
- Department of Pain Medicine, Division of Anesthesiology, Critical Care Medicine, & Pain Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Saba Javed
- Department of Pain Medicine, Division of Anesthesiology, Critical Care Medicine, & Pain Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
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16
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Lopatina E, Thanh NX, Tanguay R, Pereira JX, Wasylak T. Opioid prescriptions and patients' health services utilization and cost before and during the COVID-19 pandemic: an exploratory population-based administrative data analysis. Can J Physiol Pharmacol 2023; 101:466-474. [PMID: 37235884 DOI: 10.1139/cjpp-2022-0544] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
The objective was to explore percentages of the population treated with prescribed opioids and costs of opioid-related hospitalizations and emergency department (ED) visits among individuals treated with prescription opioids and costs of all opioid-related hospitalizations and ED visits in the province (i.e., provincial costs) before and during the coronavirus disease 2019 (COVID-19) pandemic in Alberta, Canada. In administrative data, we identified individuals treated with prescription opioids and opioid-related hospitalizations and ED visits among those individuals and among all individuals in the province between 2015/16 and 2021/22 fiscal years. Services used were counted on an item-by-item basis and costed using case-mix approaches. Annually, from 9.98% (2020/21-2021/22) to 14.52% (2017/18) of the provincial population was treated with prescription opioids. Between 2015/16 and 2021/22, annual costs of opioid-related hospitalizations and ED visits among individuals treated with prescription opioids were ∼$5 and ∼$2 million, respectively. In 2020/21-2021/22, the provincial costs of opioid-related hospitalizations (∼$14 million) and ED visits (∼$7.0 million) were almost twice the costs observed in 2015/16 and immediately before the pandemic (2019/20). Our findings suggest that increases in the opioid-related utilization of inpatient and ED services between 2015/16 and 2021/22, including the drastic increases observed during the COVID-19 pandemic, were likely driven by unregulated substances.
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Affiliation(s)
- Elena Lopatina
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Nguyen X Thanh
- Strategic Clinical Networks™, Alberta Health Services, Edmonton, AB, Canada
| | - Robert Tanguay
- Departments of Psychiatry and Surgery, Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - John X Pereira
- Department of Family Medicine, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Tracy Wasylak
- Strategic Clinical Networks™, Alberta Health Services; Faculty of Nursing, University of Calgary, Calgary, AB, Canada
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Manhapra A, Fortinsky RH, Berg KM, Ross JS, Rhee TG. Pain Management in Older Adults Before and During the First Year of COVID-19 Pandemic: Prevalence, Trends, and Correlates. J Gerontol A Biol Sci Med Sci 2023; 78:1627-1640. [PMID: 37096328 PMCID: PMC10460550 DOI: 10.1093/gerona/glad115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2023] [Indexed: 04/26/2023] Open
Abstract
BACKGROUND There is limited knowledge on whether and how health care access restrictions imposed by the coronavirus disease of 2019 pandemic have affected utilization of both opioid and nonpharmacological treatments among US older adults living with chronic pain. METHODS We compared prevalence of chronic pain and high impact chronic pain (ie, chronic pain limiting life or work activities on most days or every day in the past 6 months) between 2019 (pre-pandemic) and 2020 (first year of pandemic) and utilization of opioids and nonpharmacological pain treatments among adults aged ≥65 years enrolled in the National Health Interview Survey, a nationally representative sample of noninstitutionalized civilian U.S. adults. RESULTS Of 12 027 survey participants aged ≥65 (representing 32.6 million noninstitutionalized older adults nationally), the prevalence of chronic pain was not significantly different from 2019 (30.8%; 95% confidence interval [CI], 29.7%-32.0%) to 2020 (32.1%; 95% CI, 31.0%-33.3%; p = .06). Among older adults with chronic pain, the prevalence of high impact chronic pain was also unchanged (38.3%; 95% CI, 36.1%-40.6% in 2019 versus 37.8%; 95% CI, 34.9%-40.8% in 2020; p = .79). Use of any nonpharmacological interventions for pain management decreased significantly from 61.2% (95 CI, 58.8%-63.5%) in 2019 to 42.1% (95% CI, 40.5%-43.8%) in 2020 (p < .001) among those with chronic pain, as did opioid use in the past 12 months from 20.2% (95% CI, 18.9%-21.6%) in 2019 to 17.9% (95% CI, 16.7%-19.1%) in 2020 (p = .006). Predictors of treatment utilization were similar in both chronic pain and high-impact chronic pain. CONCLUSION Use of pain treatments among older adults with chronic pain declined in the first year of coronavirus disease of 2019 pandemic. Future research is needed to assess long-term effects of coronavirus disease of 2019 pandemic on pain management in older adults.
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Affiliation(s)
- Ajay Manhapra
- Department of Psychiatry, Yale School of Medicine, New Haven, Connecticut, USA
- Hampton VA Medical Center, Hampton, Virginia, USA
| | - Richard H Fortinsky
- Center on Aging, University of Connecticut Health, Farmington, Connecticut, USA
| | - Karina M Berg
- Center on Aging, University of Connecticut Health, Farmington, Connecticut, USA
| | - Joseph S Ross
- Section of General Internal Medicine, Department of Medicine, Yale School of Medicine, New Haven, Connecticut, USA
- Center for Outcomes Research and Evaluation, Yale-New Haven Health, New Haven, Connecticut, USA
| | - Taeho Greg Rhee
- Department of Psychiatry, Yale School of Medicine, New Haven, Connecticut, USA
- Mood Disorders and Aging-related Research Program (MDARP), Department of Public Health Sciences, University of Connecticut School of Medicine, Farmington, Connecticut, USA
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18
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Choe K, Zinn E, Lu K, Hoang D, Yang LH. Impact of COVID-19 pandemic on chronic pain and opioid use in marginalized populations: A scoping review. Front Public Health 2023; 11:1046683. [PMID: 37139395 PMCID: PMC10150088 DOI: 10.3389/fpubh.2023.1046683] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Accepted: 03/13/2023] [Indexed: 05/05/2023] Open
Abstract
Introduction The COVID-19 pandemic has had a variable effect on vulnerable populations, including patients with chronic pain who rely on opioid treatment or have comorbid opioid use disorder. Limited access to care due to isolation measures may lead to increased pain severity, worse mental health symptoms, and adverse opioid-related outcomes. This scoping review aimed to understand the impact of the COVID-19 pandemic on the dual epidemics of chronic pain and opioids in marginalized communities worldwide. Methods Searches of primary databases including PubMed, Web of Science, Scopus, and PsycINFO were performed in March 2022, restricting the publication date to December 1, 2019. The search yielded 685 articles. After title and abstract screening, 526 records were screened by title and abstract, 87 through full-text review, of which 25 articles were included in the final analysis. Results Our findings illuminate the differential distribution of pain burden across marginalized groups and how it serves to heighten existing disparities. Service disruptions due to social distancing orders and infrastructural limitations prevented patients from receiving the care they needed, resulting in adverse psychological and physical health outcomes. Efforts to adapt to COVID-19 circumstances included modifications to opioid prescribing regulations and workflows and expanded telemedicine services. Conclusion Results have implications for the prevention and management of chronic pain and opioid use disorder, such as challenges in adopting telemedicine in low-resource settings and opportunities to strengthen public health and social care systems with a multidisciplinary and multidimensional approach.
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Affiliation(s)
- Karen Choe
- School of Global Public Health, New York University, New York, NY, United States
| | - Eleanor Zinn
- Teachers College Columbia University, New York, NY, United States
| | - Kevin Lu
- Teachers College Columbia University, New York, NY, United States
| | - Dung Hoang
- Teachers College Columbia University, New York, NY, United States
| | - Lawrence H. Yang
- School of Global Public Health, New York University, New York, NY, United States
- Mailman School of Public Health, Columbia University, New York, NY, United States
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Scherrer JF, Miller-Matero LR, Sullivan MD, Chrusciel T, Salas J, Davidson W, Zabel C, Wilson L, Lustman P, Ahmedani B. A Preliminary Study of Stress, Mental Health, and Pain Related to the COVID-19 Pandemic and Odds of Persistent Prescription Opioid Use. J Gen Intern Med 2023; 38:1016-1023. [PMID: 36385413 PMCID: PMC9668385 DOI: 10.1007/s11606-022-07940-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Accepted: 11/04/2022] [Indexed: 11/17/2022]
Abstract
BACKGROUND The COVID-19 pandemic has been associated with increased opioid prescribing. It is not known if perceived COVID-19 related stress is associated with increased odds of long-term opioid use. OBJECTIVE To determine if greater COVID-19-related stress and worsening pain attributed to the pandemic was associated with LTOT over a 6-month observation period. DESIGN Longitudinal cohort. PARTICIPANTS Patients (n=477) from two midwestern health care systems, with any acute or chronic non-cancer pain, starting a new period of 30-90-day prescription opioid use, were invited to participate in the Prescription Opioids and Depression Pathways Cohort Study, a longitudinal survey study of pain, opioid use, and mental health outcomes. MAIN MEASURES Baseline and 6-month follow-up assessments were used to measure the association between perceived COVID-19 stressors, the perception that pain was made worse by the pandemic and the odds of persistent opioid use, i.e., remaining a prescription opioid user at 6-month follow-up. Multivariate models controlled for demographics, opioid dose, and change in pain characteristics, mental health measures, and social support. KEY RESULTS Participants were, on average, 53.9 (±11.4) years of age, 67.1% White race, and 70.9% female. The most frequently endorsed COVID-19 stressor was "worry about health of self/others" (85.7% endorsed) and the least endorsed was "worsened pain due to pandemic" (26.2%). After adjusting for all covariates, "worsened pain due to pandemic" (OR=2.88; 95%CI: 1.33-6.22), change in pain interference (OR=1.20; 95%CI: 1.04-1.38), and change in vital exhaustion (OR=0.90; 95%CI: 0.82-0.99) remained significantly associated with persistent opioid use. CONCLUSIONS Patients who attribute worsening pain to the COVID-19 pandemic are more likely to be persistent opioid users. Further research is warranted to identify mechanisms underlying this association. Clinicians may consider discussing pain in the context of the pandemic to identify patients at high risk for persistent opioid use.
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Affiliation(s)
- Jeffrey F Scherrer
- Department of Family and Community Medicine, Saint Louis University School of Medicine, St. Louis, MO, USA.
- Department of Psychiatry and Behavioral Neuroscience, Saint Louis University School of Medicine, St. Louis, MO, USA.
- Advanced HEAlth Data (AHEAD) Research Institute, Saint Louis University School of Medicine, St. Louis, MO, USA.
| | - Lisa R Miller-Matero
- Center for Health Policy and Health Services Research and Behavioral Health Services, Henry Ford Health, Detroit, MI, USA
| | - Mark D Sullivan
- Department of Psychiatry and Behavioral Science, University of Washington School of Medicine, Seattle, WA, USA
| | - Timothy Chrusciel
- Department of Family and Community Medicine, Saint Louis University School of Medicine, St. Louis, MO, USA
- Advanced HEAlth Data (AHEAD) Research Institute, Saint Louis University School of Medicine, St. Louis, MO, USA
- Department of Health and Clinical Outcomes Research, Saint Louis University School of Medicine, St. Louis, MO, USA
| | - Joanne Salas
- Department of Family and Community Medicine, Saint Louis University School of Medicine, St. Louis, MO, USA
- Advanced HEAlth Data (AHEAD) Research Institute, Saint Louis University School of Medicine, St. Louis, MO, USA
| | - Whitney Davidson
- Department of Family and Community Medicine, Saint Louis University School of Medicine, St. Louis, MO, USA
| | - Celeste Zabel
- Center for Health Policy and Health Services Research and Behavioral Health Services, Henry Ford Health, Detroit, MI, USA
| | - Lauren Wilson
- Department of Family and Community Medicine, Saint Louis University School of Medicine, St. Louis, MO, USA
| | - Patrick Lustman
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
| | - Brian Ahmedani
- Center for Health Policy and Health Services Research and Behavioral Health Services, Henry Ford Health, Detroit, MI, USA
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Marziali ME, Giordano M, Gleit Z, Prigoff J, Landau R, Martins SS. Development and design of a mobile application for prescription opioid clinical decision-making: a feasibility study in New York City, USA. BMJ Open 2023; 13:e066427. [PMID: 36854603 PMCID: PMC9980329 DOI: 10.1136/bmjopen-2022-066427] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Accepted: 02/19/2023] [Indexed: 03/02/2023] Open
Abstract
OBJECTIVES Excessive opioid prescribing is a contributing factor to the opioid epidemic in the USA. We aimed to develop, implement and evaluate the usability of a clinical decision-making mobile application (app) for opioid prescription after surgery. METHODS We developed two clinical decision trees, one for opioid prescription after adult laparoscopic cholecystectomy and one for posterior spinal fusion surgery in adolescents. We developed a mobile app incorporating the two algorithms with embedded clinical decision-making, which was tested by opioid prescribers. A survey collected prescription intention prior to app use and participants' evaluation. Participants included opioid prescribers for patients undergoing (1) laparoscopic cholecystectomy in adults or (2) posterior spinal fusion in adolescents with idiopathic scoliosis. RESULTS Eighteen healthcare providers were included in this study (General Surgery: 8, Paediatrics: 10). Intended opioid prescription before app use varied between departments (General Surgery: 0-10 pills (mean=5.9); Paediatrics: 6-30 pills (mean=20.8)). Intention to continue using the app after using the app multiple times varied between departments (General Surgery: N=3/8; Paediatrics: N=7/10). The most reported reason for not using the app is lack of time. CONCLUSIONS In this project evaluating the development and implementation of an app for opioid prescription after two common surgeries with different prescription patterns, the surgical procedure with higher intended and variable opioid prescription (adolescent posterior spinal fusion surgery) was associated with participants more willing to use the app. Future iterations of this opioid prescribing intervention should target surgical procedures with high variability in both patients' opioid use and providers' prescription patterns.
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Affiliation(s)
- Megan E Marziali
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York, New York, USA
| | - Mirna Giordano
- Department of Pediatrics, Columbia University Irving Medical Center, New York, New York, USA
| | - Zachary Gleit
- Department of Surgery, Columbia University College of Physicians and Surgeons, New York, New York, USA
| | - Jake Prigoff
- Department of Surgery, Columbia University College of Physicians and Surgeons, New York, New York, USA
| | - Ruth Landau
- Department of Anesthesiology, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA
| | - Silvia S Martins
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York, New York, USA
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Persistent opioid use after cesarean delivery in the United States of America: a systematic review. Int J Obstet Anesth 2023; 54:103644. [PMID: 37004281 DOI: 10.1016/j.ijoa.2023.103644] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Revised: 01/18/2023] [Accepted: 02/20/2023] [Indexed: 03/02/2023]
Abstract
BACKGROUND This systematic review assessed the incidence of persistent opioid use after cesarean delivery in opioid-naïve individuals in the United States of America (USA). METHODS A literature search identified articles that reported persistent opioid use after cesarean delivery between January 2000 and February 2022. Studies were manually reviewed, and data pertaining to rates of persistent postpartum opioid use and methodologic information were qualitatively analyzed. Sixty studies were identified, and four met inclusion criteria. All four studies were retrospective reviews of insurance claims data among individuals naïve to opioids. Data from 486 263 individuals delivering between 2001 and 2016 were included. The criteria to define persistent opioid use in opioid-naïve individuals generally involved two or more opioid prescriptions filled within the first year after cesarean delivery, with each definition including additional varying criteria. RESULTS Rates of persistent opioid use after cesarean delivery ranged from 0.12% to 2.2%, with the highest rate reported in private insurance claims between 2008 and 2016. Findings suggest a substantial number of individuals are at risk (from 1:1000 to 1:50) for persistent opioid use up to 12 months postpartum. With 1.2 million individuals undergoing cesarean delivery annually in the USA, as few as 1440 and as many as 26 400 may continue using opioids past the fourth trimester. CONCLUSIONS Findings emphasize the importance of developing a standardized definition of persistent opioid use to accurately assess the risk, rate, and trends for persistent opioid use among opioid-naïve individuals undergoing cesarean delivery.
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Braverman MT, Volmar KM, Govier DJ. "The Pain Doesn't Have to Control You." A Qualitative Evaluation of Three Pain Clinics Teaching Nonopioid Pain Management Strategies. Am J Health Promot 2023; 37:210-221. [PMID: 36053192 DOI: 10.1177/08901171221119799] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
PURPOSE To explore factors related to effectiveness of nonpharmacological treatment for opioid-dependent patients suffering with chronic pain. APPROACH A qualitative study incorporating individual interviews and focus group interviews. SETTING 3 rural Oregon nonopioid pain management clinics. INTERVENTION A 10-week nonpharmacological educational program incorporating cognitive-behavioral therapy, movement therapy, mindfulness, and other skills. PARTICIPANTS AND METHODS Across sites, we conducted 9 individual interviews with clinic staff and 3 focus group interviews with 34 patients who had participated in the course. Thematic analysis was used to identify themes within and across respondent groups. RESULTS Analysis revealed 4 primary themes: program goals; program benefits; characteristics of patients who benefit from the program; coordination of clinic experiences with other care. Several primary findings can be highlighted. The clinics focused on improving patients' quality of life, while opioid use reduction was a potential secondary benefit, driven by patients. Major program benefits included enhanced pain self-management skills, patients' greater assertiveness in communications with healthcare providers, and, in numerous cases, opioid use reduction. Participants were unanimous that predisposition toward active self-management of one's pain was an essential factor for positive outcomes. Patients reported considerable variability in providers' understanding of their clinic participation. CONCLUSION Nonpharmacological approaches for treating chronic pain can be effective for many patients. Clinics teaching these approaches should be more fully integrated into the healthcare system.
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Affiliation(s)
- Marc T Braverman
- School of Social and Behavioral Health Sciences, 2694Oregon State University, Corvallis, OR, USA
| | - Karen M Volmar
- Department of Health Policy and Management, 41474University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Diana J Govier
- VA HSR&D Center to Improve Veteran Involvement in Care, Portland, OR, USA
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23
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Jung M, Lukose D, Nielsen S, Bell JS, Webb GI, Ilomäki J. COVID-19 restrictions and the incidence and prevalence of prescription opioid use in Australia - a nationwide study. Br J Clin Pharmacol 2023; 89:914-920. [PMID: 36301837 PMCID: PMC9874526 DOI: 10.1111/bcp.15577] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2022] [Revised: 10/10/2022] [Accepted: 10/20/2022] [Indexed: 01/27/2023] Open
Abstract
The COVID-19 pandemic has disrupted seeking and delivery of healthcare. Different Australian jurisdictions implemented different COVID-19 restrictions. We used Australian national pharmacy dispensing data to conduct interrupted time series analyses to examine the incidence and prevalence of opioid dispensing in different jurisdictions. Following nationwide COVID-19 restrictions, the incidence dropped by -0.40 (95% confidence interval [CI]: -0.50, -0.31), -0.33 (95% CI: -0.46, -0.21) and -0.21 (95% CI: -0.37, -0.04) per 1000 people per week and the prevalence dropped by -0.85 (95% CI: -1.39, -0.31), -0.54 (95% CI: -1.01, -0.07) and -0.62 (95% CI: -0.99, -0.25) per 1000 people per week in Victoria, New South Wales and other jurisdictions, respectively. Incidence and prevalence increased by 0.29 (95% CI: 0.13, 0.44) and 0.72 (95% CI: 0.11, 1.33) per 1000 people per week, respectively in Victoria post-lockdown; no significant changes were observed in other jurisdictions. No significant changes were observed in the initiation of long-term opioid use in any jurisdictions. More stringent restrictions coincided with more pronounced reductions in overall opioid initiation, but initiation of long-term opioid use did not change.
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Affiliation(s)
- Monica Jung
- Monash Addiction Research Centre, Eastern Health Clinical SchoolMonash UniversityMelbourneVictoriaAustralia,Centre for Medicine Use and Safety, Faculty of Pharmacy and Pharmaceutical SciencesMonash UniversityMelbourneVictoriaAustralia
| | - Dickson Lukose
- Monash Data Futures InstituteMonash UniversityMelbourneVictoriaAustralia
| | - Suzanne Nielsen
- Monash Addiction Research Centre, Eastern Health Clinical SchoolMonash UniversityMelbourneVictoriaAustralia
| | - J. Simon Bell
- Monash Addiction Research Centre, Eastern Health Clinical SchoolMonash UniversityMelbourneVictoriaAustralia,Centre for Medicine Use and Safety, Faculty of Pharmacy and Pharmaceutical SciencesMonash UniversityMelbourneVictoriaAustralia,Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive MedicineMonash UniversityMelbourneVictoriaAustralia
| | - Geoffrey I. Webb
- Monash Data Futures InstituteMonash UniversityMelbourneVictoriaAustralia,Department of Data Science and Artificial IntelligenceMonash UniversityMelbourneVictoriaAustralia
| | - Jenni Ilomäki
- Centre for Medicine Use and Safety, Faculty of Pharmacy and Pharmaceutical SciencesMonash UniversityMelbourneVictoriaAustralia,Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive MedicineMonash UniversityMelbourneVictoriaAustralia
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LaForge K, Gray M, Livingston CJ, Leichtling G, Choo EK. Clinician Perspectives on Referring Medicaid Back Pain Patients to Integrative and Complementary Medicine: A Qualitative Study. JOURNAL OF INTEGRATIVE AND COMPLEMENTARY MEDICINE 2023; 29:55-60. [PMID: 36154196 PMCID: PMC10623460 DOI: 10.1089/jicm.2022.0600] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
Objective: To increase understanding of referral processes from primary care to integrative and complementary medicine (ICM) under an Oregon Medicaid policy that restricted opioids and expanded access to ICM for back pain patients. Methods: Four asynchronous online focus groups with 48 medical clinicians were conducted. Themes were constructed using thematic analysis. Results: Three themes were constructed related to the clinician's experience: (1) high patient receptivity to ICM, (2) difficulty finding ICM providers who accept Medicaid beneficiaries, and (3) uncertainty of the effectiveness of ICM among clinicians. Conclusions: Findings suggest that health systems expanding access to ICM for Medicaid beneficiaries may benefit from establishing and supporting linkages between clinicians and ICM providers, especially in rural areas.
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Affiliation(s)
| | | | | | | | - Esther K. Choo
- Department of Emergency Medicine, Center for Policy and Research in Emergency Medicine, Oregon Health and Science University, Portland, OR, USA
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25
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Chen JL, Ho ST, Sun WZ, Tsai YC, Cheng KI, Liu YC, Hsieh YJ, Wen YR, Wang PK, Sung CS, Yeh CC, Lin TC. Prescription Opioid Use among Patients with Chronic Noncancer Pain before and after the COVID-19 Outbreak in Taiwan: A Multicenter Prospective Observational Study. Healthcare (Basel) 2022; 10:healthcare10122460. [PMID: 36553984 PMCID: PMC9778017 DOI: 10.3390/healthcare10122460] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 11/28/2022] [Accepted: 11/29/2022] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND The COVID-19 outbreak disrupted medical access for patients receiving chronic opioid therapy. This study investigated their prescription opioid dosages before and after the 2020 outbreak in Taiwan. METHODS A prospective questionnaire survey was conducted among registered outpatients receiving long-term opioids before July 2019 in Taiwan. The questionnaire included items from the Taiwanese Brief Pain Inventory and quality of life assessment. Follow-up surveys in outpatient departments through October 2020 were conducted to collect opioid prescription data. RESULTS After a mean of 531 days, the questionnaire responses of 103 of the initial 117 respondents were reviewed. Daily opioid doses decreased for 31 respondents (30.1%), remained roughly equivalent (defined as ±2.5%) for 27 (26.2%), and increased for 45 (43.7%) after the first wave of the pandemic. The use of strong opioids and nonopioid medications did not significantly differ among the three groups, but less fentanyl patch use was noted in the decreased-dose group after the outbreak. More than 70% of the patients received daily high-dose opioids (≥90 morphine milligram equivalents); moreover, 60% reported constipation. No deaths due to opioid overdose occurred during the study period. CONCLUSIONS The COVID-19 outbreak in 2020 did not interrupt access to long-term opioid prescriptions for most registered patients with chronic pain in Taiwan. Less fentanyl patch use was observed in participants whose opioid dose was tapering.
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Affiliation(s)
- Jia-Lin Chen
- Department of Anesthesiology, Tri-Service General Hospital, National Defense Medical Center, Taipei 11490, Taiwan
| | - Shung-Tai Ho
- Department of Anesthesiology, Tri-Service General Hospital, National Defense Medical Center, Taipei 11490, Taiwan
- Department of Anesthesiology, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 80756, Taiwan
| | - Wei-Zen Sun
- Department of Anesthesiology, National Taiwan University Hospital, National Taiwan University, Taipei 10617, Taiwan
- Health Science & Wellness Center, National Taiwan University, Taipei 10617, Taiwan
| | - Yu-Chuan Tsai
- Department of Anesthesiology, Center of Pain Management, E-Da Cancer Hospital, School of Medicine, I-Shou University College of Medicine, Kaohsiung 82445, Taiwan
| | - Kuang-I Cheng
- Department of Anesthesiology, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 80756, Taiwan
| | - Yen-Chin Liu
- Department of Anesthesiology, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 80756, Taiwan
- Department of Anesthesiology, School of Post-Baccalaureate, College of Medicine, Kaohsiung Medical University, Kaohsiung 80756, Taiwan
- Department of Anesthesiology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan 70403, Taiwan
| | - Yi-Jer Hsieh
- Department of Anesthesiology, Changhua Christian Hospital, Changhua 50006, Taiwan
| | - Yeong-Ray Wen
- Department of Anesthesiology, China Medical University Hospital, China Medical University, Taichung 40447, Taiwan
| | - Po-Kai Wang
- Department of Anesthesiology, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, School of Medicine, Tzu Chi University, Hualien 97004, Taiwan
| | - Chun-Sung Sung
- Department of Anesthesiology, Taipei Veterans General Hospital, Taipei 11217, Taiwan
| | - Chun-Chang Yeh
- Department of Anesthesiology, Tri-Service General Hospital, National Defense Medical Center, Taipei 11490, Taiwan
| | - Tso-Chou Lin
- Department of Anesthesiology, Tri-Service General Hospital, National Defense Medical Center, Taipei 11490, Taiwan
- Correspondence:
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Fritz JM, Del Fiol G, Gibson B, Wetter DW, Solis V, Bennett E, Thackeray A, Goode A, Lundberg K, Romero A, Ford I, Stevens L, Siaperas T, Morales J, Yack M, Greene T. BeatPain Utah: study protocol for a pragmatic randomised trial examining telehealth strategies to provide non-pharmacologic pain care for persons with chronic low back pain receiving care in federally qualified health centers. BMJ Open 2022; 12:e067732. [PMID: 36351735 PMCID: PMC9664275 DOI: 10.1136/bmjopen-2022-067732] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Accepted: 10/21/2022] [Indexed: 11/11/2022] Open
Abstract
INTRODUCTION Although evidence-based guidelines recommend non-pharmacologic treatments as first-line care for chronic low back pain (LBP), uptake has been limited, particularly in rural, low-income and ethnically diverse communities. The BeatPain study will evaluate the implementation and compare the effectiveness of two strategies to provide non-pharmacologic treatment for chronic LBP. The study will use telehealth to overcome access barriers for persons receiving care in federally qualified health centres (FQHCs) in the state of Utah. METHODS AND ANALYSIS BeatPain Utah is a pragmatic randomised clinical trial with a hybrid type I design investigating different strategies to provide non-pharmacologic care for adults with chronic LBP seen in Utah FQHCs. The intervention strategies include a brief pain consult (BPC) and telehealth physical therapy (PT) component provided using either an adaptive or sequenced delivery strategy across two 12-week treatment phases. Interventions are provided via telehealth by centrally located physical therapists. The sequenced delivery strategy provides the BPC, followed by telehealth PT in the first 12 weeks for all patients. The adaptive strategy uses a stepped care approach and provides the BPC in the first 12 weeks and telehealth PT to patients who are non-responders to the BPC component. We will recruit 500 English-speaking or Spanish-speaking participants who will be individually randomised with 1:1 allocation. The primary outcome is the Pain, Enjoyment and General Activity measure of pain impact with secondary outcomes including the additional pain assessment domains specified by the National Institutes (NIH) of Health Helping to End Addiction Long Initiative and implementation measures. Analyses of primary and secondary measures of effectiveness will be performed under longitudinal mixed effect models across assessments at baseline, and at 12, 26 and 52 weeks follow-ups. ETHICS AND DISSEMINATION Ethics approval for the study was obtained from the University of Utah Institutional Review Board. On completion, study data will be made available in compliance with NIH data sharing policies. TRIAL REGISTRATION NUMBER NCT04923334.
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Affiliation(s)
- Julie M Fritz
- Department of Physical Therapy & Athletic Training, The University of Utah, Salt Lake City, Utah, USA
| | - Guilherme Del Fiol
- Department of Biomedical Informatics, University of Utah, Salt Lake City, Utah, USA
| | - Bryan Gibson
- Department of Biomedical Informatics, University of Utah, Salt Lake City, Utah, USA
| | - David W Wetter
- Population Sciences, Huntsman Cancer Institute, Salt Lake City, Utah, USA
| | - Victor Solis
- Department of Physical Therapy & Athletic Training, The University of Utah, Salt Lake City, Utah, USA
| | - Emily Bennett
- Association for Utah Community Health, Salt Lake City, Utah, USA
| | - Anne Thackeray
- Department of Physical Therapy & Athletic Training, The University of Utah, Salt Lake City, Utah, USA
| | - Adam Goode
- Orthopedic Surgery and Population Health Sciences, Duke University, Durham, North Carolina, USA
| | - Kelly Lundberg
- Department of Psychiatry, University of Utah, Salt Lake City, Utah, USA
| | - Adrianna Romero
- Department of Physical Therapy & Athletic Training, The University of Utah, Salt Lake City, Utah, USA
| | - Isaac Ford
- Department of Physical Therapy & Athletic Training, The University of Utah, Salt Lake City, Utah, USA
| | - Leticia Stevens
- Department of Biomedical Informatics, University of Utah, Salt Lake City, Utah, USA
| | - Tracey Siaperas
- Association for Utah Community Health, Salt Lake City, Utah, USA
| | - Jennyfer Morales
- Department of Population Health Sciences, University of Utah, Salt Lake City, Utah, USA
| | - Melissa Yack
- Center for Health Outcomes and Population Equity - Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA
| | - Tom Greene
- Division of Epidemiology, University of Utah, Salt Lake City, Utah, USA
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Pritchard KT, Baillargeon J, Lee WC, Raji MA, Kuo YF. Trends in the Use of Opioids vs Nonpharmacologic Treatments in Adults With Pain, 2011-2019. JAMA Netw Open 2022; 5:e2240612. [PMID: 36342717 PMCID: PMC9641539 DOI: 10.1001/jamanetworkopen.2022.40612] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
IMPORTANCE Chronic pain prevalence among US adults increased between 2010 and 2019. Yet little is known about trends in the use of prescription opioids and nonpharmacologic alternatives in treating pain. OBJECTIVES To compare annual trends in the use of prescription opioids, nonpharmacologic alternatives, both treatments, and neither treatment; compare estimates for the annual use of acupuncture, chiropractic care, massage therapy, occupational therapy, and physical therapy; and estimate the association between calendar year and pain treatment based on the severity of pain interference. DESIGN, SETTING, AND PARTICIPANTS A serial cross-sectional analysis was conducted using the nationally representative Medical Expenditure Panel Survey to estimate the use of outpatient services by cancer-free adults with chronic or surgical pain between calendar years 2011 and 2019. Data analysis was performed from December 29, 2021, to August 5, 2022. EXPOSURES Calendar year (2011-2019) was the primary exposure. MAIN OUTCOMES AND MEASURES The association between calendar year and mutually exclusive pain treatments (opioid vs nonpharmacologic vs both vs neither treatment) was examined. A secondary outcome was the prevalence of nonpharmacologic treatments (acupuncture, chiropractic care, massage therapy, occupational therapy, and physical therapy). All analyses were stratified by pain type. RESULTS Among the unweighted 46 420 respondents, 9643 (20.4% weighted) received surgery and 36 777 (79.6% weighted) did not. Weighted percentages indicated that 41.7% of the respondents were aged 45 to 64 years and 55.0% were women. There were significant trends in the use of pain treatments after adjusting for demographic factors, socioeconomic status, health conditions, and pain severity. For example, exclusive use of nonpharmacologic treatments increased in 2019 for both cohorts (chronic pain: adjusted odds ratio [aOR], 2.72; 95% CI, 2.30-3.21; surgical pain: aOR, 1.53; 95% CI, 1.13-2.08) compared with 2011. The use of neither treatment decreased in 2019 for both cohorts (chronic pain: aOR, 0.43; 95% CI, 0.37-0.49; surgical pain: aOR, 0.59; 95% CI, 0.46-0.75) compared with 2011. Among nonpharmacologic treatments, chiropractors and physical therapists were the most common licensed healthcare professionals. CONCLUSIONS AND RELEVANCE Among cancer-free adults with pain, the annual prevalence of nonpharmacologic pain treatments increased and the prevalent use of neither opioids nor nonpharmacologic therapy decreased for both chronic and surgical pain cohorts. These findings suggest that, although access to outpatient nonpharmacologic treatments is increasing, more severe pain interference may inhibit this access.
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Affiliation(s)
- Kevin T. Pritchard
- Department of Nutrition, Metabolism, and Rehabilitation Sciences, School of Public and Population Health, University of Texas Medical Branch, Galveston
| | - Jacques Baillargeon
- Department of Epidemiology, School of Public and Population Health, University of Texas Medical Branch, Galveston
| | - Wei-Chen Lee
- Department of Internal Medicine, University of Texas Medical Branch, Galveston
| | - Mukaila A. Raji
- Department of Internal Medicine, University of Texas Medical Branch, Galveston
| | - Yong-Fang Kuo
- Department of Biostatistics and Data Science, School of Public and Population Health, University of Texas Medical Branch, Galveston
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Roytman GR, Cheung KH, Bathulapalli H, Goertz CM, Long CR, Lisi AJ. Characteristics of Chiropractic Patients in the Veterans Health Administration During the COVID-19 Pandemic: A Cross-Sectional Analysis. J Manipulative Physiol Ther 2022; 45:615-622. [PMID: 37294219 PMCID: PMC10254439 DOI: 10.1016/j.jmpt.2023.04.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Revised: 03/25/2023] [Accepted: 04/08/2023] [Indexed: 06/10/2023]
Abstract
OBJECTIVE The purpose of this study was to determine whether patient characteristics were associated with face-to-face (F2F) and telehealth visits for those receiving chiropractic care for musculoskeletal conditions in the US Veterans Health Administration (VHA) during the COVID-19 pandemic. METHODS A retrospective cross-sectional analysis of all patients (veterans, dependents, and spouses) who received chiropractic care nationwide at the VHA from March 1, 2020, to February 28, 2021, was performed. Patients were allocated into 1 of the following 3 groups: only telehealth visits, only F2F visits, and combined F2F and telehealth visits. Patient characteristics included age, sex, race, ethnicity, marital status, and Charlson Comorbidity Index. Multinomial logistic regression estimated associations of these variables with visit type. RESULTS The total number of unique patients seen by chiropractors between March 2020 and February 2021 was 62 658. Key findings were that patients of non-White race and Hispanic or Latino ethnicity were more likely to attend telehealth-only visits (Black [odds ratio 1.20, 95% confidence interval {1.10-1.31}], other races [1.36 {1.16-1.59}], and Hispanic or Latino [1.35 {1.20-1.52}]) and combination telehealth and F2F care (Black [1.32 {1.25-1.40}], other races [1.37 {1.23-1.52}], and Hispanic or Latino [1.63 {1.51-1.76}]). Patients younger than 40 years of age were more likely to choose telehealth visits ([1.13 {1.02-1.26}], 66-75 years [1.17 {1.01-1.35}], and >75 years [1.26 {1.06-1.51}] vs those 40-55 years of age). Sex, visit frequency, and Charlson Comorbidity Index showed significant relationships as well, while marital status did not. CONCLUSION During the COVID-19 pandemic, VHA patients with musculoskeletal complaints using chiropractic telehealth were more ethnically and racially diverse than those using F2F care alone.
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Affiliation(s)
- Gregory R Roytman
- Yale Center for Medical Informatics, Yale University, New Haven, Connecticut; VA Connecticut Healthcare System, West Haven, Connecticut.
| | - Kei-Hoi Cheung
- Yale Center for Medical Informatics, Yale University, New Haven, Connecticut; VA Connecticut Healthcare System, West Haven, Connecticut; Department of Emergency Medicine, Yale School of Medicine, New Haven, Connecticut
| | - Harini Bathulapalli
- Yale Center for Medical Informatics, Yale University, New Haven, Connecticut; VA Connecticut Healthcare System, West Haven, Connecticut
| | - Christine M Goertz
- Department of Orthopaedic Surgery, Duke University, Durham, North Carolina
| | - Cynthia R Long
- Palmer Center for Chiropractic Research, Davenport, Iowa
| | - Anthony J Lisi
- Yale Center for Medical Informatics, Yale University, New Haven, Connecticut; VA Connecticut Healthcare System, West Haven, Connecticut
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Zhang X, Yang Y, Shen YW, Zhang KR, Ma LT, Ding C, Wang BY, Meng Y, Liu H. Quality of online video resources concerning patient education for neck pain: A YouTube-based quality-control study. Front Public Health 2022; 10:972348. [PMID: 36211682 PMCID: PMC9533122 DOI: 10.3389/fpubh.2022.972348] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2022] [Accepted: 08/24/2022] [Indexed: 01/25/2023] Open
Abstract
Background More than 70 percent of the world's population is tortured with neck pain more than once in their vast life, of which 50-85% recur within 1-5 years of the initial episode. With medical resources affected by the epidemic, more and more people seek health-related knowledge via YouTube. This article aims to assess the quality and reliability of the medical information shared on YouTube regarding neck pain. Methods We searched on YouTube using the keyword "neck pain" to include the top 50 videos by relevance, then divided them into five and seven categories based on their content and source. Each video was quantitatively assessed using the Journal of American Medical Association (JAMA), DISCERN, Global Quality Score (GQS), Neck Pain-Specific Score (NPSS), and video power index (VPI). Spearman correlation analysis was used to evaluate the correlation between JAMA, GQS, DISCERN, NPSS and VPI. A multiple linear regression analysis was applied to identify video features affecting JAMA, GQS, DISCERN, and NPSS. Results The videos had a mean JAMA score of 2.56 (SD = 0.43), DISCERN of 2.55 (SD = 0.44), GQS of 2.86 (SD = 0.72), and NPSS of 2.90 (SD = 2.23). Classification by video upload source, non-physician videos had the greatest share at 38%, and sorted by video content, exercise training comprised 40% of the videos. Significant differences between the uploading sources were observed for VPI (P = 0.012), JAMA (P < 0.001), DISCERN (P < 0.001), GQS (P = 0.001), and NPSS (P = 0.007). Spearman correlation analysis showed that JAMA, DISCERN, GQS, and NPSS significantly correlated with each other (JAMA vs. DISCERN, p < 0.001, JAMA vs. GQS, p < 0.001, JAMA vs. NPSS, p < 0.001, DISCERN vs. GQS, p < 0.001, DISCERN vs. NPSS, p < 0.001, GQS vs. NPSS, p < 0.001). Multiple linear regression analysis suggested that a higher JAMA score, DISCERN, or GQS score were closely related to a higher probability of an academic, physician, non-physician or medical upload source (P < 0.005), and a higher NPSS score was associated with a higher probability of an academic source (P = 0.001) than of an individual upload source. Conclusions YouTube videos pertaining to neck pain contain low quality, low reliability, and incomplete information. Patients may be put at risk for health complications due to inaccurate, and incomplete information, particularly during the COVID-19 crisis. Academic groups should be committed to high-quality video production and promotion to YouTube users.
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Error in a Figure. JAMA Netw Open 2022; 5:e2146308. [PMID: 34994800 PMCID: PMC8742187 DOI: 10.1001/jamanetworkopen.2021.46308] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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