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Hayashi K, Miki K, Shiro Y, Tetsunaga T, Takasusuki T, Hosoi M, Yukioka M. Utilization of telemedicine in conjunction with wearable devices for patients with chronic musculoskeletal pain: a randomized controlled clinical trial. Sci Rep 2025; 15:1396. [PMID: 39789122 PMCID: PMC11718130 DOI: 10.1038/s41598-024-85056-x] [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: 03/01/2024] [Accepted: 12/26/2024] [Indexed: 01/12/2025] Open
Abstract
The present randomized controlled trial aimed to investigate the effects of home-based telemedicine with wearable devices and usual care on pain-related outcomes in patients with chronic musculoskeletal pain, compared to usual care alone. The patients with chronic musculoskeletal pain were randomly allocated to the usual care group or the telemedicine group, which participated in telemedicine with wearable devices, the objective data from which were recorded, in conjunction with usual care for six months. The primary outcome measure was the Numeric Rating Scale (NRS) for pain. The secondary outcome measures were the Pain Catastrophizing Scale (PCS), Hospital Anxiety and Depression Scale (HADS), Pain Disability Assessment Scale (PDAS), and EuroQol-five dimensions-three level (EQ-5D-3L). Seventy-one participants were analyzed. At 1 and 3 months, there were no significant differences in the NRS scores between the groups; however, the telemedicine group had a significantly superior effect on all of the outcome measures at 6 months compared to the usual care group. The number of steps and distance were significantly increased at 6 months compared to baseline in the telemedicine group. Home-based telemedicine with wearable devices and usual care has a modest effect on pain-related outcomes compared to usual care in patients with chronic musculoskeletal pain.This study was registered (UMIN000052994 - 04/12/2023).
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Affiliation(s)
- Kazuhiro Hayashi
- Department of Physical Therapy, Graduate School of Medicine, Human Health Sciences, Kyoto University, Kyoto, Japan
| | - Kenji Miki
- Center for Pain Management, Hayaishi Hospital, Osaka, Japan.
- Faculty of Health Science, Osaka Yukioka College of Health Science, Ibaraki, Osaka, Japan.
- Department Rheumatology, Yukioka Hospital, Osaka, Japan.
- Japan Pain Foundation, Tokyo, Japan.
| | - Yukiko Shiro
- Japan Pain Foundation, Tokyo, Japan
- Department of Pain Medicine, Aichi Medical University, Nagakute, Japan
- Department of Physical Therapy, Faculty of Rehabilitation Sciences, Nagoya Gakuin University, Nagoya, Japan
| | - Tomoko Tetsunaga
- Japan Pain Foundation, Tokyo, Japan
- Department of Orthopaedic Surgery, Okayama University, Okayama, Japan
| | - Toshifumi Takasusuki
- Japan Pain Foundation, Tokyo, Japan
- Department of Anesthesiology, Dokkyo Medical University, Mibu, Japan
| | - Masako Hosoi
- Japan Pain Foundation, Tokyo, Japan
- Department of Psychosomatic Medicine and Multidisciplinary Pain Center, Kyushu University Hospital, Fukuoka, Japan
| | - Masao Yukioka
- Faculty of Health Science, Osaka Yukioka College of Health Science, Ibaraki, Osaka, Japan
- Department Rheumatology, Yukioka Hospital, Osaka, Japan
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Burton J, Chua C, Popovic G, Baitch L. Predictors of opioid use for rib fractures in a regional Australian hospital. Injury 2024; 55:111586. [PMID: 38677891 DOI: 10.1016/j.injury.2024.111586] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Revised: 04/03/2024] [Accepted: 04/19/2024] [Indexed: 04/29/2024]
Abstract
BACKGROUND Rib fractures (RFs) are the leading type of single serious injury in New South Wales trauma patients. Uncontrolled pain drives the sequelae of atelectasis, pneumonia, respiratory failure, and death in severe cases. Opioids are the mainstay of management; however, they carry numerous adverse effects. Understanding patient or injury factors which predict opioid requirement is important to tailor management. Existing evidence is limited to metropolitan trauma centres (MTCs). METHODS We conducted an observational, retrospective, single-centre cohort study of all admissions to Albury Wodonga Health diagnosed with one or more RFs and discharged between January 1st, 2017, and December 31st, 2022, inclusive. Data collected included demographics, injury characteristics, and management, including analgesia. LASSO regression was performed to determine predictors of average daily opioid use for the first five days of admission in oral morphine equivalents (mg). R2 and root mean square error (RMSE) were calculated to assess model performance. RESULTS We included 624 patients. LASSO selected number of RFs, fracture displacement score, pulmonary contusion, new injury severity score, age, chest tube use, chronic pain history, opioid history and upper or middle lateral RF location categories as predictors. Sex, middle anterior, middle posterior, and lower RF location categories were excluded by LASSO. The out of sample R2 was 28.6 %. On the scale of log OME, the RMSE was 1.08. CONCLUSION The model is effective at identifying predictors of opioid use in this regional centre, which are similar to those described in evidence from MTCs. However, the low R2 with wide prediction intervals limits its utility on an individual level.
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Affiliation(s)
- Joseph Burton
- Albury-Wodonga Rural Clinical School, UNSW Medicine, 559 East Street, Albury, NSW, 2640, Australia
| | | | - Gordana Popovic
- UNSW StatsCentral, UNSW Sydney, High Street, Kensington, NSW, 2052, Australia
| | - Luke Baitch
- Albury-Wodonga Rural Clinical School, UNSW Medicine, 559 East Street, Albury, NSW, 2640, Australia; Department of Anaesthesia, Albury Wodonga Health, PO Box 326, Albury, NSW, 2640, Australia.
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Jung M, Xia T, Ilomäki J, Pearce C, Aitken A, Nielsen S. Predictors of persistent opioid use in Australian primary care: A retrospective cohort study, 2018-2022. PAIN MEDICINE (MALDEN, MASS.) 2024; 25:pnae071. [PMID: 39107922 PMCID: PMC11637602 DOI: 10.1093/pm/pnae071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/15/2024] [Revised: 07/13/2024] [Accepted: 07/22/2024] [Indexed: 12/14/2024]
Abstract
OBJECTIVE To examine the predictors of persistent opioid use ('persistence') in people initiating opioids for non-cancer pain in Australian primary care. DESIGN A retrospective cohort study. SETTING Australian primary care. SUBJECTS People prescribed opioid analgesics between 2018-2022, identified through the Population Level Analysis and Reporting (POLAR) database. METHODS Persistence was defined as receiving opioid prescriptions for at least 90 days with a gap of less than 60 days between subsequent prescriptions. Multivariable logistic regression was used to examine the predictors of persistent opioid use. RESULTS The sample consisted of 343,023 people initiating opioids for non-cancer pain; of these, 16,527 (4.8%) developed persistent opioid use. Predictors of persistence included older age (≥75 vs 15-44 years: Adjusted odds ratio: 1.67, 95% CI: 1.58-1.78), concessional beneficiary status (1.78, 1.71-1.86), diagnosis of substance use disorder (1.44, 1.22-1.71) and chronic pain (2.05, 1.85-2.27), initiation of opioid therapy with buprenorphine (1.95, 1.73-2.20) and long-acting opioids (2.07, 1.90-2.25), provision of higher quantity of opioids prescribed at initiation (total OME of ≥ 750mg vs < 100mg: 7.75, 6.89-8.72), provision of repeat/refill opioid prescriptions at initiation (2.94, 2.77-3.12), and prescription of gabapentinoids (1.59, 1.50-1.68), benzodiazepines (1.43, 1.38-1.50) and z-drugs (e.g., zopiclone, zolpidem; 1.61, 1.46-1.78). CONCLUSIONS These findings add to the limited evidence of individual-level factors associated with persistent opioid use. Further research is needed to understand the clinical outcomes of persistent opioid use in people with these risk factors to support the safe and effective prescribing of opioids.
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Affiliation(s)
- Monica Jung
- Monash Addiction Research Centre, Eastern Health Clinical School, Monash University, Melbourne, Victoria 3199, Australia
- Centre for Medicine Use and Safety, Faculty of Pharmacy and Pharmaceutical Sciences, Monash University, Melbourne, Victoria 3052, Australia
| | - Ting Xia
- Monash Addiction Research Centre, Eastern Health Clinical School, Monash University, Melbourne, Victoria 3199, Australia
| | - Jenni Ilomäki
- Centre for Medicine Use and Safety, Faculty of Pharmacy and Pharmaceutical Sciences, Monash University, Melbourne, Victoria 3052, Australia
- Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria 3004, Australia
| | - Christopher Pearce
- Aurora Primary Care Research Institute, Melbourne, Victoria 3130, Australia
- Department of General Practice, School of Primary and Allied Health Care, Monash University, Melbourne, Victoria 3168, Australia
| | - Angela Aitken
- Gippsland Primary Health Network, Traralgon, Victoria 3844, Australia
| | - Suzanne Nielsen
- Monash Addiction Research Centre, Eastern Health Clinical School, Monash University, Melbourne, Victoria 3199, Australia
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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: 1.5] [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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5
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Mullan L, Armstrong K, Job J. Barriers and enablers to structured care delivery in Australian rural primary care. Aust J Rural Health 2023. [PMID: 36639909 DOI: 10.1111/ajr.12963] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Revised: 10/04/2022] [Accepted: 01/01/2023] [Indexed: 01/15/2023] Open
Abstract
OBJECTIVE The primary aim of this study was to explore the barriers and enablers to structured care delivery in rural primary care, reflecting on Australian research findings. DESIGN CINAHL and Scopus databases were searched in August 2021. Inclusion criteria included English language, full-text studies, published since 2011, reporting on the barriers and enablers to the delivery of structured care within rural and remote primary care. Structured care was conceptualised as care that was organised, integrative and planned. FINDINGS A total of 435 studies were screened. Thirty-four met the inclusion criteria. Barriers to the provision of structured care related to workforce shortages, limited health care services and health care professional capacity, cultural safety and competency, limited resourcing, insufficient knowledge and education, geographical isolation, inadequate care coordination, unclear roles and responsibilities and poor health professional-patient relationships. DISCUSSION Health care system and geographical barriers and enablers encountered in rural areas are complex and multidimensional. Identification of the specific challenges to structured care delivery highlights the need for a focussed review of workforce supply and distribution challenges as well as the investigation of system integration, leadership, governance and funding reform that would be required to support rural primary care.
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Affiliation(s)
- Leanne Mullan
- Western Queensland Primary Health Network, Mount Isa, Queensland, Australia.,Australian Catholic University, Banyo, Queensland, Australia
| | | | - Jennifer Job
- Centre for Health System Reform and Integration, Mater Research Institute-University of Queensland, Brisbane, Queensland, Australia
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Atkins N, Mukhida K. The relationship between patients' income and education and their access to pharmacological chronic pain management: A scoping review. Can J Pain 2022; 6:142-170. [PMID: 36092247 PMCID: PMC9450907 DOI: 10.1080/24740527.2022.2104699] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Revised: 07/14/2022] [Accepted: 07/19/2022] [Indexed: 10/25/2022]
Abstract
Background Though chronic pain is widespread, affecting about one-fifth of the world's population, its impacts are disproportionately felt across the population according to socioeconomic determinants such as education and income. These factors also influence patients' access to treatment, including pharmacological pain management. Aim A scoping review was undertaken to better understand the association of socioeconomic factors with physicians' pain management prescribing patterns for adults living with chronic pain. Methods An electronic literature search was conducted using the EMBASE, CINAHL, SCOPUS, and Ovid MEDLINE databases and 31 retrieved articles deemed relevant for analyses were critically appraised. Results The available evidence indicates that patients' lower socioeconomic status is associated with a greater likelihood of being prescribed opioids to manage their chronic pain and a decreased likelihood of receiving prescription medications to manage migraines, rheumatoid arthritis, and osteoarthritis. Conclusions These results suggest that individuals with lower socioeconomic status do not receive equal prescription medicine opportunities to manage their chronic pain conditions. This is influenced by a variety of intersecting variables, including access to care, the potential unaffordability of certain therapies, patients' health literacy, and prescribing biases. Future research is needed to identify interventions to improve equity of access to therapies for patients with chronic pain living in lower socioeconomic situations as well as to explain the mechanism through which socioeconomic status affects chronic pain treatment choices by health care providers. Abbreviation SES: socioeconomic status; RA: rheumatoid arthritis; IV: intravenous; SC: subcutaneous; bDMARDs: biological disease-modifying antirheumatic drugs; DMARDS; disease-modifying antirheumatic drugs; TNFi: tumour necrosis factor inhibitors; NSAIDs: non-steroidal anti-inflammatory drugs.
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Affiliation(s)
- Nicole Atkins
- Department of Anesthesiology, Pain Management and Perioperative Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Karim Mukhida
- Department of Anesthesiology, Pain Management and Perioperative Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
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7
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Hopkins RE, Campbell G, Degenhardt L, Nielsen S, Blyth F, Cohen M, Gisev N. Use of pharmacological and nonpharmacological treatments for chronic noncancer pain among people using opioids: a longitudinal cohort study. Pain 2022; 163:1049-1059. [PMID: 34538842 DOI: 10.1097/j.pain.0000000000002484] [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: 02/19/2021] [Accepted: 09/07/2021] [Indexed: 11/25/2022]
Abstract
ABSTRACT Although multimodal management of chronic noncancer pain (CNCP) is recommended, long-term treatment utilization patterns among people using opioids are not well known. The Pain and Opioids IN Treatment study recruited Australian adults receiving opioids for CNCP for more than 6 weeks from community pharmacies. Pharmacological (opioid and nonopioid analgesics and psychotropic medicines) and nonpharmacological (physical, mental health, and specialized) treatments used in the previous 12 months and 30 days were collected annually over 4 years (2015-2018). Associations were explored between 30-day treatment use and sociodemographic characteristics and pain measures. Overall, 1334 participants completed at least one annual follow-up. The median pain severity (5.0, interquartile range [IQR] 3.8 to 6.3) and pain interference scores (5.7, IQR 3.9-7.3) indicated moderate pain throughout the study period, despite most participants reporting the use of nonopioid pharmacological (12 month: 97.6% and 30 day: 96.8%) and nonpharmacological treatments (12 month: 91.8% and 30 day: 66.1%). Some treatment use was inconsistent with guidelines: ongoing nonsteroidal anti-inflammatory drugs and sedative-hypnotic use were common, whereas fewer people engaged with pain management programs (12 month: 22.3%). Private health insurance was associated with using physical (adjusted odds ratio 1.61, 99.5% confidence intervals 1.15-2.24) and specialized nonpharmacological treatments (adjusted odds ratio 1.47, 99.5% confidence intervals 1.14-1.91). This study demonstrates that many Australians taking opioids long-term for CNCP also use nonopioid pharmacological and nonpharmacological treatments. The use of pharmacological treatments including nonsteroidal anti-inflammatory drugs, psychotropic medicines, and gabapentinoids, outside guidelines, warrants review. Furthermore, despite Australia's universal healthcare scheme subsidising some nonpharmacological treatments, overall use of these treatments was associated with having private health insurance, highlighting a need for more equitable service provision.
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Affiliation(s)
- Ria E Hopkins
- National Drug and Alcohol Research Centre, UNSW Sydney, Sydney Australia
- Centre for Medicine Use and Safety, Monash University, Melbourne, Australia
| | - Gabrielle Campbell
- National Drug and Alcohol Research Centre, UNSW Sydney, Sydney Australia
- School of Health and Sports Science, University of the Sunshine Coast, Sunshine Coast, Australia
| | - Louisa Degenhardt
- National Drug and Alcohol Research Centre, UNSW Sydney, Sydney Australia
| | - Suzanne Nielsen
- National Drug and Alcohol Research Centre, UNSW Sydney, Sydney Australia
- Monash Addiction Research Centre, Monash University, Melbourne, Australia
| | - Fiona Blyth
- Centre for Education and Research on Ageing, University of Sydney, Sydney, Australia
| | - Milton Cohen
- St Vincent's Clinical School, Faculty of Medicine, UNSW Sydney, Sydney, Australia
| | - Natasa Gisev
- National Drug and Alcohol Research Centre, UNSW Sydney, Sydney Australia
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8
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Giummarra MJ, Arnold CA, Beck BB. Evaluation of the Relationship Between Geographic Proximity and Treatment for People Referred to a Metropolitan Multidisciplinary Pain Clinic. PAIN MEDICINE 2021; 22:1993-2006. [PMID: 33502515 DOI: 10.1093/pm/pnab011] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
OBJECTIVE This study examined which patient characteristics are associated with traveling further to attend a metropolitan, publicly funded pain management service, and whether travel distance was associated with differences in treatment profile, duration, and percentage of appointments attended. DESIGN Cross-sectional observational cohort study. METHOD Patients ≤70 years of age with a single referral between January 2014 and June 2018 who had not died within 12 months of their first appointment and who had a usual place of residence were included (N = 1,684; mean age = 47.2 years; 55.5% female). Travel distance was calculated with the HERE Routing API on the basis of historical travel times for each scheduled appointment. RESULTS Median travel time was 27.5 minutes (Q1, Q3: 12.5, 46.2). Ordinal regression showed that women had 20% lower odds of traveling further, but people who were overweight or obese (odds ratio [OR] = 1.4-2.3), unemployed (OR = 1.27), or taking higher opioid dosages (OR = 1.79-2.82) had higher odds of traveling further. People traveling >60 minutes had fewer treatment minutes (median = 143 minutes) than people living within 15 minutes of the pain clinic (median = 440 minutes), and a smaller proportion of those traveling >60 minutes attended group programs vs. medical appointments only (n = 35, 17.0%) relative to those living within 15 minutes of their destination (n = 184, 32.6%). People living 16-30 minutes from the clinic missed the highest proportion of appointments. CONCLUSIONS Although people traveling further for treatment may be seeking predominantly medical treatment, particularly opioid medications, the present findings highlight the need to further explore patient triage and program models of care to ensure that people living with persistent disabling pain can access the same level of care, regardless of where they live.
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Affiliation(s)
- Melita J Giummarra
- Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia.,Caulfield Pain Management and Research Centre, Caulfield Hospital, Caulfield, Victoria, Australia
| | - Carolyn A Arnold
- Caulfield Pain Management and Research Centre, Caulfield Hospital, Caulfield, Victoria, Australia.,Academic Board of Anaesthesia and Perioperative Medicine, School of Medicine Nursing and Health Sciences, Monash University, Clayton, Victoria, Australia
| | - Ben Ben Beck
- Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
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9
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Tighe P, Modave F, Horodyski M, Marsik M, Lipori G, Fillingim R, Hu H, Hagen J. Geospatial Analyses of Pain Intensity and Opioid Unit Doses Prescribed on the Day of Discharge Following Orthopedic Surgery. PAIN MEDICINE 2020; 21:1644-1662. [PMID: 31800063 DOI: 10.1093/pm/pnz311] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
OBJECTIVE Inappropriate opioid prescribing after surgery contributes to opioid use disorder and risk of opioid overdose. In this cross-sectional analysis of orthopedic surgical patients, we examined the role of patient location on postoperative pain intensity and opioids prescribed on hospital discharge. METHODS We used geospatial analyses to characterize spatial patterns of mean pain intensity on the day of discharge (PiDoD) and opioid units prescribed on the day of discharge (OuPoD), as well as the effect of regional social deprivation on these outcomes. RESULTS At a 500-km radius from the surgery site, the Global Moran's I for PiDoD (2.71 × 10-3, variance = 1.67 × 10-6, P = 0.012) and OuPoD (2.19 × 10-3, SD = 1.87, variance = 1.66 × 10-6, P = 0.03) suggested significant spatial autocorrelation within each outcome. Local indicators of spatial autocorrelation, including local Moran's I, Local Indicator of Spatial Autocorrelation cluster maps, and Getis-Ord Gi* statistics, further demonstrated significant, specific regions of clustering both OuPoD and PiDoD. These spatial patterns were associated with spatial regions of area deprivation. CONCLUSIONS Our results suggest that the outcomes of pain intensity and opioid doses prescribed exhibit varying degrees of clustering of patient locations of residence, at both global and local levels. This indicates that a given patient's pain intensity on discharge is related to the pain intensity of nearby individuals. Similar interpretations exist for OuPoD, although the relative locations of hot spots of opioids dispensed in a geographic area appear to differ from those of hot spots of pain intensity on discharge.
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Affiliation(s)
| | | | - MaryBeth Horodyski
- Orthopaedics and Rehabilitation, University of Florida College of Medicine, Gainesville, Florida
| | - Matthew Marsik
- Data Science and Planning, University of Florida Health, Gainesville, Florida
| | - G Lipori
- Data Science and Planning, University of Florida Health, Gainesville, Florida
| | - Roger Fillingim
- Pain Research & Intervention Center of Excellence, University of Florida, Gainesville, Florida
| | - Hui Hu
- Department of Epidemiology, University of Florida College of Medicine, Gainesville, Florida, USA
| | - Jennifer Hagen
- Orthopaedics and Rehabilitation, University of Florida College of Medicine, Gainesville, Florida
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10
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Walker P, De Morgan S, Sanders D, Nicholas M, Blyth FM. Primary care initiatives focused on the secondary prevention and management of chronic pain: a scoping review of the Australian literature. Aust J Prim Health 2020; 26:273-280. [PMID: 32669195 DOI: 10.1071/py20092] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2020] [Accepted: 06/09/2020] [Indexed: 12/19/2022]
Abstract
The aim of this scoping review was to identify initiatives focused on the secondary prevention and management of chronic pain in Australian primary care to understand options available to Primary Health Networks and to identify evidence gaps. The Medline, EMBASE, Cumulative Index to Nursing and Allied Health Literature and Cochrane databases, as well as relevant websites, were searched for eligible records published from 2007 to 2018. Initiative characteristics and outcomes evaluated were extracted and synthesised. In all, 84 initiatives from 167 published and grey literature records were identified, including: (1) consumer initiatives that aimed to improve access to multidisciplinary care, health literacy and care navigation (n=56); (2) health professional capacity building initiatives that aimed to ensure health professionals are skilled and provide best-practice evidence-based care (n=21); and (3) quality improvement and health system support initiatives (n=7). Evidence gaps were found relating to initiatives addressing the secondary prevention of chronic pain, those targeting vulnerable and regional populations, health professional capacity building initiatives for all primary health care providers and quality improvement and system support initiatives. Addressing evidence gaps related to effectiveness, cost-effectiveness and implementation should be the focus for future chronic pain initiatives in primary care settings.
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Affiliation(s)
- Pippy Walker
- The Australian Prevention Partnership Centre and Menzies Centre for Health Policy, School of Public Health, Faculty of Medicine and Health, University of Sydney, Charles Perkins Centre D17, Camperdown, NSW 2006, Australia; and Corresponding author.
| | - Simone De Morgan
- The Australian Prevention Partnership Centre and Menzies Centre for Health Policy, School of Public Health, Faculty of Medicine and Health, University of Sydney, Charles Perkins Centre D17, Camperdown, NSW 2006, Australia
| | - Duncan Sanders
- Pain Management Research Institute, Sydney Medical School - Northern, Faculty of Medicine and Health, University of Sydney, Douglas Building, Royal North Shore Hospital, St Leonards, NSW 2065, Australia
| | - Michael Nicholas
- Pain Management Research Institute, Sydney Medical School - Northern, Faculty of Medicine and Health, University of Sydney, Douglas Building, Royal North Shore Hospital, St Leonards, NSW 2065, Australia
| | - Fiona M Blyth
- School of Public Health, Faculty of Medicine and Health, University of Sydney, Edward Ford Building A27, Camperdown, NSW 2006, Australia
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11
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Nielsen S, Lintzeris N, Murnion B, Degenhardt L, Bruno R, Haber P, Johnson J, Hardy M, Ling S, Saddler C, Dunlop A, Demirkol A, Silsbury C, Phung N, Houseman J, Larance B. Understanding an emerging treatment population: Protocol for and baseline characteristics of a prospective cohort of people receiving treatment for pharmaceutical opioid dependence. Drug Alcohol Rev 2018; 37:887-896. [PMID: 30280448 DOI: 10.1111/dar.12859] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2017] [Revised: 05/04/2018] [Accepted: 08/10/2018] [Indexed: 12/24/2022]
Abstract
INTRODUCTION AND AIMS Despite large increases in pharmaceutical opioid dependence and related mortality, few studies have focused on the characteristics and treatment experiences of those with pharmaceutical opioid dependence. We describe the formation of a prospective cohort of people receiving treatment for pharmaceutical opioid dependence and describe their baseline characteristics. DESIGN AND METHODS People who had entered treatment for pharmaceutical opioid dependence (n = 108) were recruited through drug treatment services in New South Wales, Australia. We describe baseline characteristics of those that commenced pharmaceutical opioids for pain or other reasons and conducted a thematic analysis of responses regarding their treatment experience. RESULTS Mean age was 41 years (SD 11), half were male (48%). Just over half reported lifetime heroin use (57%). Oxycodone (49%) and codeine (29%) were the most common opioids reported. Most (85%) reported past-year problematic pain, 38% reported chronic pain. Half (52%) reported moderate to severe depression symptoms. Most (66%) commenced opioids for pain, and this group were older, less likely to report a previous overdose and less likely to report use of illicit drugs compared to those commencing for other reasons. Five themes related to treatment expectations: (i) stigma; (ii) the restrictive nature of treatment; (iii) knowledge; (iv) pain; and (v) positive experience with buprenorphine. DISCUSSION AND CONCLUSIONS This study describes the complexities in an important emerging treatment population of pharmaceutical opioid-dependent people. Findings highlights that addressing knowledge and perceptions around treatment may be critical to address the rising mortality associated with pharmaceutical opioid dependence.
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Affiliation(s)
- Suzanne Nielsen
- National Drug and Alcohol Research Centre, UNSW Sydney, Sydney, Australia.,South East Sydney Local Health District Drug and Alcohol Services, Sydney, Australia.,Monash Addiction Research Centre, Monash University, Melbourne, Australia
| | - Nicholas Lintzeris
- South East Sydney Local Health District Drug and Alcohol Services, Sydney, Australia
| | - Bridin Murnion
- Discipline of Addiction Medicine, University of Sydney, Sydney, Australia
| | - Louisa Degenhardt
- National Drug and Alcohol Research Centre, UNSW Sydney, Sydney, Australia
| | - Raimondo Bruno
- School of Psychology, University of Tasmania, Hobart, Australia
| | - Paul Haber
- Discipline of Addiction Medicine, University of Sydney, Sydney, Australia
| | - Jennifer Johnson
- University Centre for Rural Health - North Coast, University of Sydney, Lismore, Australia
| | - Mark Hardy
- Drug and Alcohol Services, Northern Sydney Local Health District, Sydney, Australia
| | - Stephen Ling
- Drug and Alcohol Clinical Services, Hunter New England Local Health District, Newcastle, Australia.,School of Medicine and Public Health, University of Newcastle, Newcastle, Australia
| | - Craig Saddler
- Drug and Alcohol Clinical Services, Hunter New England Local Health District, Newcastle, Australia.,School of Medicine and Public Health, University of Newcastle, Newcastle, Australia.,Cavalry Mater Hospital, Newcastle, Australia
| | - Adrian Dunlop
- Drug and Alcohol Clinical Services, Hunter New England Local Health District, Newcastle, Australia.,School of Medicine and Public Health, University of Newcastle, Newcastle, Australia.,Hunter Medical Research Institute, Newcastle, Australia
| | - Apo Demirkol
- South East Sydney Local Health District Drug and Alcohol Services, Sydney, Australia
| | - Catherine Silsbury
- Drug Health Services, Western Sydney Local Health District Sydney, Australia
| | - Nghi Phung
- Drug Health Services, Western Sydney Local Health District Sydney, Australia
| | - Jennie Houseman
- Drug and Alcohol Services, Northern Sydney Local Health District, Sydney, Australia
| | - Briony Larance
- National Drug and Alcohol Research Centre, UNSW Sydney, Sydney, Australia
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12
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Ahmedzai SH, Bautista MJ, Bouzid K, Gibson R, Gumara Y, Hassan AAI, Hattori S, Keefe D, Kraychete DC, Lee DH, Tamura K, Wang JJ. Optimizing cancer pain management in resource-limited settings. Support Care Cancer 2018; 27:2113-2124. [PMID: 30242544 PMCID: PMC6499735 DOI: 10.1007/s00520-018-4471-z] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2018] [Accepted: 09/10/2018] [Indexed: 12/11/2022]
Abstract
Purpose Adequate cancer pain management (CPM) is challenging in resource-limited settings, where current international guideline recommendations are difficult to implement owing to constraints such as inadequate availability and accessibility of opioids, limited awareness of appropriate opioid use among patients and clinicians, and lack of guidance on how to translate the best evidence into clinical practice. The multinational and multidisciplinary CAncer Pain managEment in Resource-limited settings (CAPER) Working Group proposes a two-step initiative to bridge clinical practice gaps in CPM in resource-limited settings. Methods A thorough review of the literature, a steering committee meeting in February 2017, and post-meeting teleconference discussions contributed to the development of this initiative. As a first step, we developed practical evidence-based CPM algorithms to support healthcare providers (HCPs) in tailoring treatment according to availability of and access to resources. The second part of the initiative proposes a framework to support an effective implementation of the CPM algorithms that includes an educational program, a pilot implementation, and an advocacy plan. Results We developed CPM algorithms for first-line use, breakthrough cancer pain, opioid rotation, and refractory cancer pain based on the National Comprehensive Cancer Network guidelines and expert consensus. Our proposed educational program emphasizes the practical elements and illustrates how HCPs can provide optimal CPM according to evidence-based guidelines despite varied resource limitations. Pilot studies are proposed to demonstrate the effectiveness of the algorithms and the educational program, as well as for providing evidence to support a draft advocacy document, to lobby policymakers to improve availability and accessibility of analgesics in resource-limited settings. Conclusions These practical evidence-informed algorithms and the implementation framework represent the first multinational step towards achieving optimal CPM in resource-limited settings. Electronic supplementary material The online version of this article (10.1007/s00520-018-4471-z) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Sam H Ahmedzai
- National Institute of Health Research Clinical Research Network for Cancer, Leeds, UK
| | | | - Kamel Bouzid
- Medical Oncology Department, Pierre & Marie Curie Center, Algiers, Algeria
| | - Rachel Gibson
- Division of Health Sciences, University of South Australia, Adelaide, Australia
| | - Yuddi Gumara
- National Cancer Center Dharmais Hospital, Jakarta, Indonesia
| | - Azza Adel Ibrahim Hassan
- Supportive & Palliative Care Section, Medical Oncology Department, National Center for Cancer Care and Research, Hamad Medical Corporation, Doha, Qatar.,Cancer Management & Research, Medical Research Institute, Alexandria University, Alexandria, Egypt
| | - Seiji Hattori
- Department of Cancer Pain Management, The Cancer Institute Hospital of JFCR, Tokyo, Japan
| | - Dorothy Keefe
- Department of Medicine, Faculty of Health Sciences, University of Adelaide, Adelaide, Australia
| | | | - Dae Ho Lee
- Department of Oncology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Republic of Korea
| | - Kazuo Tamura
- General Medical Research Center, Fukuoka University School of Medicine, Fukuoka, Japan
| | - Jie Jun Wang
- Department of Oncology, Shanghai Changzheng Hospital, Second Military Medical University, No. 64 He Tian Road, Shanghai, 200070, People's Republic of China.
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13
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Larance B, Degenhardt L, Peacock A, Gisev N, Mattick R, Colledge S, Campbell G. Pharmaceutical opioid use and harm in Australia: The need for proactive and preventative responses. Drug Alcohol Rev 2017; 37 Suppl 1:S203-S205. [DOI: 10.1111/dar.12617] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2017] [Accepted: 09/07/2017] [Indexed: 12/31/2022]
Affiliation(s)
- Briony Larance
- National Drug and Alcohol Research Centre; University of New South Wales Australia; Sydney Australia
| | - Louisa Degenhardt
- National Drug and Alcohol Research Centre; University of New South Wales Australia; Sydney Australia
- School of Population and Global Health; University of Melbourne; Melbourne Australia
- Murdoch Children’s Research Institute; Melbourne Australia
- Department of Global Health, School of Public Health; University of Washington; Seattle USA
| | - Amy Peacock
- National Drug and Alcohol Research Centre; University of New South Wales Australia; Sydney Australia
| | - Natasa Gisev
- National Drug and Alcohol Research Centre; University of New South Wales Australia; Sydney Australia
| | - Richard Mattick
- National Drug and Alcohol Research Centre; University of New South Wales Australia; Sydney Australia
| | - Samantha Colledge
- National Drug and Alcohol Research Centre; University of New South Wales Australia; Sydney Australia
| | - Gabrielle Campbell
- National Drug and Alcohol Research Centre; University of New South Wales Australia; Sydney Australia
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