34 results on '"prescription opioid use"'
Search Results
2. Prevalence and correlates of high‐dose opioid use among survivors of head and neck cancer.
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Nugent, Shannon M., Slatore, Christopher G., Winchell, Kara, Handley, Robert, Clayburgh, Daniel, Chandra, Ravi, Hooker, Elizabeth R., Knight, Sara J., and Morasco, Benjamin J.
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HEAD & neck cancer ,OPIOIDS ,VETERANS' health ,CANCER pain ,CANCER diagnosis - Abstract
Background: We characterized prescription opioid medication use up to 2 years following the head and neck cancer (HNC) diagnosis and examined associations with moderate or high daily opioid prescription dose. Methods: Using administrative data from Veterans Health Administration, we conducted a retrospective cohort analysis of 5522 Veterans treated for cancers of the upper aerodigestive tract between 2012 and 2019. Data included cancer diagnosis and treatments, pain severity, prescription opioid characteristics, demographics, and other clinical factors. Results: Two years post‐HNC, 7.8% (n = 428) were receiving moderate or high‐dose opioid therapy. Patients with at least moderate pain (18%, n = 996) had 2.48 times higher odds (95% CI = 1.94–3.09, p < 0.001) to be prescribed a moderate opioid dose or higher at 2 years post diagnosis. Conclusions: Survivors of HNC with at least moderate pain were at elevated risk of continued use of moderate and high dose opioids. [ABSTRACT FROM AUTHOR]
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- 2023
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3. State Opioid Limits and Volume of Opioid Prescriptions Received by Medicaid Patients
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Zhang, Hao, Tallavajhala, Srikar, Kapadia, Shashi N, Jeng, Philip J, Shi, Yuyan, Wen, Hefei, and Bao, Yuhua
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Applied Economics ,Economics ,Health Services and Systems ,Health Sciences ,Human Society ,Policy and Administration ,Clinical Research ,Drug Abuse (NIDA only) ,Pain Research ,Substance Misuse ,Good Health and Well Being ,Analgesics ,Opioid ,Drug Prescriptions ,Humans ,Medicaid ,Practice Patterns ,Physicians' ,United States ,opioid limits ,prescription opioid use ,Public Health and Health Services ,Health Policy & Services ,Applied economics ,Health services and systems ,Policy and administration - Abstract
BackgroundSince early 2016, an increasing number of states passed legislations that limit the duration and/or dosage of initial opioid prescriptions or opioids for acute pain.ObjectiveThe objective of this study was to assess changes in the number of opioid prescriptions covered by Medicaid and received by Medicaid patients associated with state implementation of legislative limits on initial opioid prescriptions.Research designWe explored the natural experiment resulting from the staggered implementation of state legislative limits. The analysis adopted a Difference-in-Differences framework and controlled for other major state policies bearing implications for prescription opioid use. The main analysis included 26 states that implemented limits from early 2016 to late 2018. A secondary analysis included all 50 states and the District of Columbia.MeasuresPopulation-adjusted state-quarter level counts of Schedule II and III opioid prescriptions received by Medicaid patients, based on data from the Medicaid State Drug Utilization Data and state Medicaid enrollment reports for 2013-2018.ResultsImplementation of legislative limits on initial opioid prescriptions was associated with a 7% reduction in the number of opioid prescriptions per 100 Medicaid enrollees. Such reduction was largely attributable to a reduction in Schedule II opioid prescriptions. Secondary analysis by including all jurisdictions and sensitivity checks supported the robustness of results.ConclusionThe recent implementation of state legislative limits on initial opioid prescriptions was associated with meaningful reductions in the volume of Schedule II opioid prescriptions received by Medicaid patients.
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- 2020
4. Association between prescription opioid use and heart failure: Cohort studies and Mendelian randomization analysis.
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Hao, Guang, Chen, Xia, Fang, Zhenger, He, Yunbiao, Liu, Mingliang, Arora, Vishal, Dua, Anterpreet, Sun, Zhuo, Zhou, Biying, Zheng, Guangjun, Zuo, Lei, Chen, Haiyan, Zhu, Haidong, and Dong, Yanbin
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Prescription opioid use (POU) has been shown to lead to cardiovascular disease (CVD), but its association with heart failure has not been well studied. We investigated the potential causal association between POU and HF using cohort studies and Mendelian Randomization (MR) analysis. Initially, we examined the longitudinal association between POU and HF using the data from the Health and Retirement Study (HRS) and the UK biobank. Next, we employed a two-sample MR analysis using summary statistics from genome-wide association studies (GWAS) to assess the potential causal associations between POU and HF. During a median of 3.8 and 13.8 years of follow-up, there were 441(8.04 per 1000 person-year) and 16,170 (3.96 per 1000 person-year) HF cases in the HRS and the UK biobank, respectively. After adjusting for covariates, participants who used prescription opioids had a 32% increased risk of developing HF, compared with non-users (HR = 1.32, 95%CI: 1.26–1.38, P < 0.001). In the MR analysis, summary statistics for POU were obtained from 78,808 UK Biobank study participants, and summary data for HF were obtained from 218,792 participants of a European population. A causal effect of genetic liability for POU on an increased risk of HF (OR = 1.16, 95% CI = 1.06, 1.27, P = 0.001) was suggested. The results were generally consistent in the sensitivity analysis, and no pleiotropy or heterogeneity were observed. POU is associated with a high risk of HF. Our findings provide new insight into prescription opioid use among populations at risk of heart failure. More studies are needed to validate our results and further investigate the underlying mechanisms. • Prescription opioid use was associated with a high risk of heart failure using the data of two independent large cohorts. • The two-sample Mendelian randomization analysis corroborated that genetic liability for prescription opioid use was associated with an increased risk of heart failure. • Our findings provided new insight into the prescription opioids among high-risk populations of heart failure. [ABSTRACT FROM AUTHOR]
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- 2024
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5. Non-pharmacological Treatment for Chronic Pain in US Veterans Treated Within the Veterans Health Administration: Implications for Expansion in US Healthcare Systems.
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Mannes, Zachary L., Stohl, Malki, Fink, David S., Olfson, Mark, Keyes, Katherine M., Martins, Silvia S., Gradus, Jaimie L., Saxon, Andrew J., Maynard, Charles, Livne, Ofir, Gutkind, Sarah, and Hasin, Deborah S.
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Background: Consensus guidelines recommend multimodal chronic pain treatment with increased use of non-pharmacological treatment modalities (NPM), including as first-line therapies. However, with many barriers to NPM uptake in US healthcare systems, NPM use may vary across medical care settings. Military veterans are disproportionately affected by chronic pain. Many veterans receive treatment through the Veterans Health Administration (VHA), an integrated healthcare system in which specific policies promote NPM use. Objective: To examine whether veterans with chronic pain who utilize VHA healthcare were more likely to use NPM than veterans who do not utilize VHA healthcare. Design: Cross-sectional nationally representative study. Participants: US military veterans (N = 2,836). Main Measures: In the 2019 National Health Interview Survey, veterans were assessed for VHA treatment, chronic pain (i.e., past 3-month daily or almost daily pain), symptoms of depression and anxiety, substance use, and NPM (i.e., physical therapy, chiropractic/spinal manipulation, massage, psychotherapy, educational class/workshop, peer support groups, or yoga/tai chi). Key Results: Chronic pain (45.2% vs. 26.8%) and NPM use (49.8% vs. 39.4%) were more prevalent among VHA patients than non-VHA veterans. After adjusting for sociodemographic characteristics, psychiatric symptoms, physical health indicators, and use of cigarettes or prescription opioids, VHA patients were more likely than non-VHA veterans to use any NPM (adjusted odds ratio [aOR] = 1.52, 95% CI: 1.07–2.16) and multimodal NPM (aOR = 1.80, 95% CI: 1.12–2.87) than no NPM. Among veterans with chronic pain, VHA patients were more likely to use chiropractic care (aOR = 1.90, 95% CI = 1.12–3.22), educational class/workshop (aOR = 3.02, 95% CI = 1.35–6.73), or psychotherapy (aOR = 4.28, 95% CI = 1.69–10.87). Conclusions: Among veterans with chronic pain, past-year VHA use was associated with greater likelihood of receiving NPM. These findings may suggest that the VHA is an important resource and possible facilitator of NPM. VHA policies may offer guidance for expanding use of NPM in other integrated US healthcare systems. [ABSTRACT FROM AUTHOR]
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- 2022
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6. Gut microbiota alterations may increase the risk of prescription opioid use, but not vice versa: A two-sample bi-directional Mendelian randomization study
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Liling Lin, Jianwei Lin, Junxiong Qiu, Feng Wei, Xiaohui Bai, Weiying Ma, Jingxian Zeng, and Daowei Lin
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causality ,prescription opioid use ,multisite chronic pain ,gut microbiota ,metabolites ,Mendelian randomization ,Microbiology ,QR1-502 - Abstract
IntroductionGut microbiota alterations are strongly associated with prescription opioid use (POU) and multisite chronic pain (MCP). However, whether or not these associations are causal remains unknown. Therefore, we aim to explore the causal relationships between them comprehensively.MethodsA two-sample bi-directional Mendelian randomization was conducted to assess the potential associations between gut microbiota and POU/MCP using summary level Genome-wide association studies (GWASs) that were based on predominantly European ancestry.ResultsPotential causal effects were identified between seven host genetic-driven traits of gut microbiota on POU, including Adlercreutzia, Allisonella, Dialister, Anaerofilum, Anaerostipes, ChristensenellaceaeR.7group, and LachnospiraceaeNC2004group at the genus level (p
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- 2022
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7. Enhancing risk perception may be insufficient to curtail prescription opioid use and misuse among youth after surgery: A randomized controlled trial.
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Voepel-Lewis, Terri, Veliz, Phillip, Heinze, Justin, Boyd, Carol J., Zikmund-Fisher, Brian, Lenko, Rachel, Grant, John, Bromberg, Harrison, Kelly, Alyssa, and Tait, Alan R.
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Objective: This randomized controlled trial examined whether an interactive, risk-focused educational program was associated with higher risk perceptions and decreased prescription opioid use/misuse among emerging adults.Methods: 503 participants aged 15-24 years scheduled for ambulatory surgery were randomized to routine prescription education with or without our Scenario-Tailored Opioid Messaging Program (STOMP) provided prior to receipt of a prescribed opioid. Surveys were completed preoperatively, and at days 7&14, months 1&3 postoperatively. Outcomes included analgesic risk perceptions, opioid use, and misuse intentions/behavior.Results: Compared to Controls, STOMP was associated with stable but higher risk perceptions on day 14 (β = 1.76 [95% CI 0.53, 2.99], p = .005) and month 3 (β = 2.13 [95% CI 0.86, 3.40], p = .001). There was no effect of STOMP or analgesic misuse risk perceptions on days of opioid use or subsequent misuse intentions/behavior. The degree to which participants valued pain relief over analgesic risk (trade-off preference) was, however, associated with prolonged postoperative opioid use and later misuse.Conclusion: Education emphasizing the risks of opioids was insufficient in reducing opioid use and misuse in youth who were prescribed these analgesics for acute pain relief.Practice Implications: Education may need to better address analgesic expectations to shorten opioid use and mitigate misuse. [ABSTRACT FROM AUTHOR]- Published
- 2022
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8. Genetic liability for prescription opioid use and risk of cardiovascular diseases: a multivariable Mendelian randomization study.
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Cai, Jiahao, He, Lei, Wang, Hongxuan, Rong, Xiaoming, Chen, Ming, Shen, Qingyu, Li, Xiangpen, Li, Mei, and Peng, Ying
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OPIOID abuse , *CARDIOVASCULAR diseases risk factors , *MENDEL'S law , *GENETICS , *TYPE 2 diabetes , *WAIST circumference , *BODY mass index , *COMORBIDITY - Abstract
Background and aims: Observational studies have yielded conflicting results on the association of prescription opioid use (POU) with the risk of cardiovascular diseases (CVD). Residual confounding and potential reverse causality are inevitable in such conventional observational studies. This study used Mendelian randomization (MR) design to estimate the causal effect of POU on the risk of CVD, including coronary heart disease (CHD), myocardial infarction (MI) and ischemic stroke (IS), as well as their common risk factors. Design We estimated the causal effect of genetic liability for POU on CVD in a two‐sample MR framework. Complementary sensitivity analyses were conducted to test the robustness of our results. Setting: Genome‐wide association studies (GWAS) that were based on predominantly European ancestry. Participants: The sample sizes of the GWAS used in this study ranged from 69 033 to 757 601 participants. Measurements Genetic variants predictive of the POU and their corresponding summary‐level information in the outcomes were retrieved and extracted from the respective GWAS. Findings Using univariable MR, we found evidence for a causal effect of genetic liability for POU on an increased risk of CHD [odds ratio (OR) = 1.09; 95% confidence interval (CI) = 1.02–1.16; P = 0.008] and MI (OR = 1.13; 95% CI = 1.04–1.22; P = 0.002). In multivariable MR, the association remained after accounting for comorbid pain conditions, but was attenuated with adjustment for potential mediators, including body mass index (BMI), waist circumference (WC) and type 2 diabetes (T2D). Conclusion: Mendelian randomization estimates provide robust evidence for the causal effects of genetic liability for prescription opioid use on an increased risk of coronary heart disease and myocardial infarction, which might be mediated by obesity‐related traits. [ABSTRACT FROM AUTHOR]
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- 2022
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9. Sociodemographic and Clinical Predictors of Prescription Opioid Use in a Longitudinal Community-Based Cohort Study of Middle-Aged and Older Adults.
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Shiue, Kristin Y., Dasgupta, Nabarun, Naumann, Rebecca B., Nelson, Amanda E., and Golightly, Yvonne M.
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THERAPEUTIC use of narcotics ,CONFIDENCE intervals ,ANALGESICS ,POLYPHARMACY ,DRUGS ,MENTAL depression ,SOCIODEMOGRAPHIC factors ,PAIN catastrophizing ,ODDS ratio ,LONGITUDINAL method - Abstract
Objectives: Identifying factors associated with opioid use in middle-aged and older adults is a fundamental step in the mitigation of potentially unnecessary opioid consumption and opioid-related harms. Methods: Using longitudinal data on a community-based cohort of adults aged 50–90 years residing in Johnston County, North Carolina, we examined sociodemographic and clinical factors in non-opioid users (n = 786) at baseline (2006–2010) as predictors of opioid use at follow-up (2013–2015). Variables included age, sex, race, obesity, educational attainment, employment status, household poverty rate, marital status, depressive symptoms, social support, pain catastrophizing, pain sensitivity, insurance status, polypharmacy, and smoking status. Results: At follow-up, 13% of participants were using prescription opioids. In the multivariable model, high pain catastrophizing (adjusted odds ratio; 95% confidence interval = 2.14; 1.33–3.46), polypharmacy (2.08; 1.23–3.53), and history of depressive symptoms (2.00; 1.19–3.38) were independent markers of opioid use. Discussion: Findings support the assessment of these modifiable factors during clinical encounters in patients ≥ 50 years old with chronic pain. [ABSTRACT FROM AUTHOR]
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- 2022
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10. Prevalence of Self-Reported Prescription Opioid Use and Illicit Drug Use Among U.S. Adults: NHANES 2005–2016.
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Gu, Ja K., Allison, Penelope, Grimes Trotter, Alexis, Charles, Luenda E., Ma, Claudia C., Groenewold, Matthew, Andrew, Michael E., and Luckhaupt, Sara E.
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NARCOTICS , *SUBSTANCE abuse , *CONFIDENCE intervals , *ANALGESICS , *SELF-evaluation , *DRUGS , *DESCRIPTIVE statistics , *DRUGS of abuse , *DATA analysis software , *ADULTS - Abstract
Supplemental Digital Content is available in the text Objective: To estimate the self-reported prevalence of prescription opioid use and illicit drug use in the United States. Methods: Self-reported prescription opioid use and illicit drug use (mostly nonopioid) were obtained for adults and adult workers (NHANES 2005–2016). Results: Prevalence (95% CI) of prescription opioid use was 6.5% (6.0–7.0) (adults) and 4.1% (3.7–4.5) (workers). Prevalence of illicit drug use was 9.5% (8.8–10.1) (adults) and 10.2% (9.4–11.1) (workers). Among occupations, prevalence of prescription opioid use was highest in personal care (6.5%; 4.1–10.4) and healthcare practitioners (5.9%; 3.8–9.0); for illicit drug use, construction/extraction (18.0%; 15.1–21.3) and food preparation (15.8%; 12.5–19.7). Conclusion: The prevalence of prescription opioid use was elevated among some occupations. Judicious prescription strategies and targeted interventions are both needed. The prevalence of illicit drug use among certain occupational groups suggests the need to ensure access to therapy. [ABSTRACT FROM AUTHOR]
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- 2022
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11. Medical and Non-Medical Opioid Use at the Intersection of Gender and Sexual Identity: Associations with State Medical Cannabis Law Status in a U.S. National Sample of Adults.
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Mauro, Pia M., Philbin, Morgan M., Greene, Emily R., Askari, Melanie S., and Martins, Silvia S.
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MEDICAL marijuana laws , *OPIOIDS , *GENDER , *SEXUAL orientation , *GENDER identity - Abstract
At the structural level, medical cannabis laws (MCLs) have been negatively associated with opioid prescribing practices, and sexual minority adults report disproportionately high non-medical prescription opioid use. We examined medical/non-medical prescription opioid use by intersecting sexual identity and gender and explored associations with MCLs using the 2015–2017 National Survey on Drug Use and Health, which captured sexual identity and MCL state residence for adults 18 + years (N = 126,463). Survey-weighted gender-stratified multinomial logistic models estimated adjusted relative risk ratios (aRRR) of medical vs. no prescription opioid use, and any non-medical vs. no prescription opioid use, by sexual identity and MCL, and tested moderation by MCL. Past-year medical prescription opioid use was higher among women than men across sexual identities (e.g., bisexual: 38.5% women vs. 30.2% men). Non-medical prescription opioid use was lower among women than men, except for bisexual adults (12.4% women vs. 7.6% men). MCL was associated with lower medical prescription opioid vs. no use among heterosexual women (aRRR = 0.86, 95% confidence interval [CI] = 0.81–0.91), bisexual women (aRRR = 0.74, 95% CI = 0.62–0.89), and heterosexual men (aRRR = 0.91, 95% CI = 0.85–0.97). Living in an MCL state was associated with lower non-medical vs. no use among heterosexual and bisexual women, but not among men or lesbian/gay women. MCL status did not moderate associations between sexual identity and prescription opioid outcomes. Future studies should assess whether implementing MCLs could particularly affect bisexual women who reported the highest prescription opioid use and may need targeted services. [ABSTRACT FROM AUTHOR]
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- 2021
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12. Association between Lifetime History of Traumatic Brain Injury, Prescription Opioid Use, and Persistent Pain: A Nationally Representative Study.
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Kumar, Raj G., Ornstein, Katherine A., Corrigan, John D., Sayko Adams, Rachel, and Dams-O'Connor, Kristen
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BRAIN injuries , *CHRONIC pain , *ADULTS , *OPIOIDS , *MEDICAL prescriptions - Abstract
Pain is common among adults with traumatic brain injury (TBI), yet little data exist regarding prevalence of opioid use in this population. The objective of this retrospective cohort study was to evaluate the association between lifetime TBI exposure, opioid use, and pain in a nationally representative sample of 1022 adults aged 50+ who participated in the Health and Retirement Study (HRS). Our primary exposure was lifetime TBI history measured via the Ohio State University TBI Identification Method. We evaluated three alternate TBI exposures (years since most recent TBI, age at first TBI, and number of lifetime TBIs) in sensitivity analyses. We evaluated two outcomes: recent opioid medication use, and moderate-to-severe pain measured over two HRS waves. We classified three pain groups (persistent, intermittent, and no pain). Prevalences of opioid use among individuals with and without TBI were 19.7% and 13.6%, respectively. After adjustment for age, sex, and race, individuals with TBI had a 52% increased risk for opioid use compared with individuals without TBI (relative risk = 1.52, 95% confidence interval: 1.11, 2.04). Individuals with recent TBI (1–10 years ago), first TBI after age 40+, and 2+ lifetime TBIs had greatest risk for opioid use. Compared with individuals without TBI, individuals with TBI had 4.9-times increased odds for persistent versus no pain, and 1.9-times increased odds of intermittent versus no pain. Persistent pain among adults with lifetime TBI is elevated compared with the general population, which may contribute to increased opioid use among persons with TBI, particularly those with recent injuries or multiple lifetime TBIs. [ABSTRACT FROM AUTHOR]
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- 2021
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13. Impact of a policy change restricting access to codeine on prescription opioid-related emergency department presentations: an interrupted time series analysis.
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Elphinstona, Rachel A., Connor, Jason P., Andrade, Dominique de, Hipper, Linda, Freeman, Chris, Chan, Gary, Sterling, Michele, Elphinston, Rachel A, and de Andrade, Dominique
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TIME series analysis , *CODEINE , *HOSPITAL emergency services , *MEDICAL prescriptions , *OPIOID analgesics , *NARCOTICS , *HEALTH policy , *ANALGESICS - Abstract
Abstract: Codeine is one of the most commonly used opioid analgesics. Significant codeine-related morbidity and mortality prompted regulatory responses, with the up-scheduling of codeine combination analgesics to prescription-only medicines implemented in Australia in February 2018. This study investigated the impact of codeine up-scheduling on the number of codeine and other (noncodeine) prescription opioid-related emergency department (ED) presentations in a large metropolitan tertiary hospital. Clinical features of these presentations were also examined. Interrupted time series analyses assessed monthly changes in ED presentations from June 2016 to November 2019. In the month immediately after up-scheduling, there was a significant reduction of 3.97 codeine-related presentations (B = -3.97, P = 0.022), indicating a 29.66% level change, followed by a significant change in trend to fewer monthly codeine-related presentations (B = -0.38, P = 0.005). Noncodeine prescription opioid-related (B = -1.90, P = 0.446) and ED presentations overall (B = -118.04, P = 0.140) remained unchanged immediately post-up-scheduling, with a significant change in trend from upward to downward for noncodeine (B = -0.76; P = 0.002) and ED presentations overall (B = -19.34, P = 0.022). A significant reduction of 4.58 (B = -4.58, P = 0.009) in codeine presentations involving subsequent hospital admission immediately post-up-scheduling was found; but no immediate reduction in codeine-related suicide-related overdoses, length of inpatient stay, or re-presentations (P > 0.0125; adjusted for multiple comparisons). Restricting supply of codeine to prescription-only may have resulted in less harmful codeine-related use in the community, without a corresponding immediate decrease in other opioid-related harms. [ABSTRACT FROM AUTHOR]- Published
- 2021
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14. Adolescent and Adult Correlates of Prescription Opioid Use and Misuse in Adulthood: Associations Across Domains of Despair.
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Austin, Anna E., Naumann, Rebecca B., Figgatt, Mary C., and Aiello, Allison E.
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ANALGESICS , *DESPAIR , *HEALTH status indicators , *MEDICAL prescriptions , *MENTAL health , *NARCOTICS , *SUBSTANCE abuse , *DESCRIPTIVE statistics - Abstract
Objective: Given continued increases in "deaths of despair", there is a need to examine associations of factors across multiple domains of despair (i.e. cognitive, emotional, behavioral, biological) with opioid-related behaviors. An understanding of current and early life correlates of prescription opioid behaviors can help inform clinical care, public health interventions, and future life course research. Methods: Using data from Waves I (1994–1995; participants ages 12–18 years) and V (2016–2018; participants ages 34–42 years) of the National Longitudinal Study of Adolescent to Adult Health (N = 10,685), we examined adolescent and adult demographic, mental and physical health, substance use, and behavioral characteristics associated with past 30-day prescription opioid use only, misuse only, and both use and misuse to no recent use or misuse in adulthood. Results: Overall, 2.3% of adult participants reported past 30-day prescription opioid use only, 6.3% reported past 30-day misuse only, and 1.3% reported both prescribed use and misuse in the past 30 days. Physical health conditions in adolescence and adulthood were most common among those reporting use only and both use and misuse. Mental health conditions, other substance use, and delinquent behaviors in adolescence and adulthood were most common among those reporting misuse only and both use and misuse. Conclusions: Results from this nationally representative sample highlight the prevalence of specific prescription opioid behaviors and underscore the importance of targeting underlying drivers of prescription opioid use and misuse early in the life course. Continued implementation individual- and population-level approaches will be critical to addressing continued demand for opioids. [ABSTRACT FROM AUTHOR]
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- 2021
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15. Comparison of the Stopping Opioids after Surgery (SOS) score to preoperative morphine milligram equivalents (MME) for prediction of opioid prescribing after lumbar spine surgery.
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Karhade, Aditya V., Schwab, Joseph H., Harris, Mitchel B., and Schoenfeld, Andrew J.
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LUMBAR vertebrae , *SPINAL surgery , *FORECASTING , *OPIOIDS , *ACADEMIC medical centers , *LAMINECTOMY - Abstract
Background Context: Reliable estimation of the likelihood for prolonged postoperative opioid use may aid targeted interventions for high-risk patients. Previous studies have recommended differing methodologies for prediction of sustained postoperative opioid use.Purpose: To compare the performance of the Stopping Opioids after Surgery (SOS) score and preoperative morphine milligram equivalents (MME) for postoperative opioid prescription exposure in a contemporary cohort of lumbar surgery patients.Patient Sample: Adult patients undergoing posterior decompression with or without fusion for degenerative lumbar conditions between January 31, 2016 and May 31, 2019.Study Design/setting: Retrospective review at two academic medical centers and three community hospitals.Outcome Measures: The primary outcome was sustained postoperative prescription opioid exposure at 3 months and 6 months. Reoperations and readmissions were considered secondarily.Methods: The Stopping Opioids after Surgery score and MME were assigned to patients based on data from their preoperative surgical evaluation. Performance for both measures was assessed for all outcomes by discrimination, including c-statistic and receiver-operating curve analysis. Calibration of the low, medium and high-risk strata with the observed rates of postoperative adverse events were examined.Results: Overall, 4,165 patients were included in this study. Preoperative prevalence of prescription opioid use was 31%. Rates of postoperative opioid prescriptions at 3 months and 6 months, were 3.3% (n=136) and 1.5% (n=61). The c-statistics of preoperative oral MME and SOS score for 3-month sustained opioid prescriptions were 0.64 and 0.78, respectively. The c-statistics of preoperative oral MME and SOS score for 6-month sustained opioid prescriptions were 0.64 and 0.82, respectively. C-statistics of preoperative oral MME and SOS score were much lower for reoperation and readmission, although SOS score outperformed MME for both outcomes.Conclusions: The SOS score clinically outperformed oral MME as a predictive measure for outcomes following lumbar spine surgery. The SOS score may be valuable for identifying individuals at high-risk for sustained prescription opioid use and associated adverse events following spine surgery. [ABSTRACT FROM AUTHOR]- Published
- 2020
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16. Prescription Opioid Use in a Population-Based Sample of Young Black Men Who Have Sex with Men: A Longitudinal Cohort Study.
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Chen, Yen-Tyng, Issema, Rodal S., Khanna, Aditya S., Pho, Mai T., and Schneider, John A.
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SUBSTANCE abuse prevention , *SUBSTANCE abuse risk factors , *CANNABIS (Genus) , *CONDOMS , *CRIMINAL justice system , *DRUGS of abuse , *LONGITUDINAL method , *MEDICAL prescriptions , *MULTIVARIATE analysis , *NARCOTICS , *STATISTICS , *SUBSTANCE abuse , *VIOLENCE , *PSYCHOLOGY of Black people , *DISEASE incidence , *DISEASE prevalence , *MEN who have sex with men , *SEXUAL partners - Abstract
Background: Prescription opioid use (POU) among young adults is increasing. This represents a major public health concern due to the increased risks of opioid use misuse and opioid-related overdose. Limited research has examined the POU among young black men who have sex with men (YBMSM), a diverse group experiencing continued increases in HIV incidence over the past decade. Objective: This study aims to examine the prevalence and both the individual and network characteristics of POU among YBMSM. Methods: Data were from a longitudinal cohort study of 16–29 year old YBMSM (N = 514) between 2013 and 2016 in Chicago. Bivariate and multivariable associations were estimated using general estimating equations (GEE). Results: Approximately 4.2% of YBMSM reported POU in the past 12 months with a cumulative incidence rate of 4.1% over the 18-month follow-up period. YBMSM having criminal justice involvements, experiencing violence, or using any illicit drug other than marijuana in the past 12 months were more likely to report POU in the past 12 months. The presence of a mother figure, however, was associated with a decreased risk of POU in the past 12 months, while engaging in condomless anal sex with their named sexual partners was associated with an increased risk of POU in the past 12 months. Conclusions: This is one of the first studies to describe POU among a population-based sample of YBMSM. The high incidence rate of POU among YBMSM is alarming, and it underscores the need for further analysis on POU among this key population. [ABSTRACT FROM AUTHOR]
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- 2019
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17. Non-pharmacological Treatment for Chronic Pain in US Veterans Treated Within the Veterans Health Administration: Implications for Expansion in US Healthcare Systems
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Zachary L. Mannes, Malki Stohl, David S. Fink, Mark Olfson, Katherine M. Keyes, Silvia S. Martins, Jaimie L. Gradus, Andrew J. Saxon, Charles Maynard, Ofir Livne, Sarah Gutkind, and Deborah S. Hasin
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integumentary system ,Veterans Health Administration ,Delivery of Health Care, Integrated ,military veterans ,Veterans Health ,non-pharmacological pain treatment ,United States ,United States Department of Veterans Affairs ,Cross-Sectional Studies ,Internal Medicine ,prescription opioid use ,Humans ,Chronic Pain ,health care economics and organizations ,Original Research ,Veterans - Abstract
Background Consensus guidelines recommend multimodal chronic pain treatment with increased use of non-pharmacological treatment modalities (NPM), including as first-line therapies. However, with many barriers to NPM uptake in US healthcare systems, NPM use may vary across medical care settings. Military veterans are disproportionately affected by chronic pain. Many veterans receive treatment through the Veterans Health Administration (VHA), an integrated healthcare system in which specific policies promote NPM use. Objective To examine whether veterans with chronic pain who utilize VHA healthcare were more likely to use NPM than veterans who do not utilize VHA healthcare. Design Cross-sectional nationally representative study. Participants US military veterans (N = 2,836). Main Measures In the 2019 National Health Interview Survey, veterans were assessed for VHA treatment, chronic pain (i.e., past 3-month daily or almost daily pain), symptoms of depression and anxiety, substance use, and NPM (i.e., physical therapy, chiropractic/spinal manipulation, massage, psychotherapy, educational class/workshop, peer support groups, or yoga/tai chi). Key Results Chronic pain (45.2% vs. 26.8%) and NPM use (49.8% vs. 39.4%) were more prevalent among VHA patients than non-VHA veterans. After adjusting for sociodemographic characteristics, psychiatric symptoms, physical health indicators, and use of cigarettes or prescription opioids, VHA patients were more likely than non-VHA veterans to use any NPM (adjusted odds ratio [aOR] = 1.52, 95% CI: 1.07–2.16) and multimodal NPM (aOR = 1.80, 95% CI: 1.12–2.87) than no NPM. Among veterans with chronic pain, VHA patients were more likely to use chiropractic care (aOR = 1.90, 95% CI = 1.12–3.22), educational class/workshop (aOR = 3.02, 95% CI = 1.35–6.73), or psychotherapy (aOR = 4.28, 95% CI = 1.69–10.87). Conclusions Among veterans with chronic pain, past-year VHA use was associated with greater likelihood of receiving NPM. These findings may suggest that the VHA is an important resource and possible facilitator of NPM. VHA policies may offer guidance for expanding use of NPM in other integrated US healthcare systems.
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- 2022
18. Suicidal ideation among adults with a recent sexual assault: Prescription opioid use and prior sexual assault.
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Gilmore, Amanda K., Hahn, Christine K., Jaffe, Anna E., Walsh, Kate, Moreland, Angela D., and Ward-Ciesielski, Erin F.
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SUICIDAL ideation , *PSYCHOLOGY of adults , *SEXUAL assault , *OPIOIDS , *ACUTE stress disorder , *PSYCHOLOGY - Abstract
Introduction: Sexual assault (SA) is common, and recent sexual assault is associated with suicidal ideation and prescription opioid (PO) use. PO use is also associated with increased risk of suicidal ideation. The current study examined suicidal ideation among adults seeking medical and psychological follow-up care after a SA medical forensic examination based on PO use and prior SA.Methods: Adults (n = 60) who received a SA medical forensic exam at the emergency room within 120 h of a SA were invited to receive medical and psychological follow-up care, which included a questionnaire about current mental health symptoms.Results: Results from a linear regression model revealed that more acute stress symptoms were associated with higher suicidal ideation. Further, there was a significant association between PO use and suicidal ideation among those with a prior SA such that those with a prior SA and who used POs reported more severe suicidal ideation than those with a prior SA who did not use POs.Conclusions: Routine screening at the emergency department for PO use and prior SA may help prevention efforts for suicide among adults who recently experienced SA. [ABSTRACT FROM AUTHOR]- Published
- 2018
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19. Opioid Misuse as a Predictor of Alcohol Treatment Outcomes in the COMBINE Study: Mediation by Medication Adherence.
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Witkiewitz, Katie, Votaw, Victoria R., Vowles, Kevin E., and Kranzler, Henry R.
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ALCOHOLISM treatment , *SUBSTANCE abuse treatment , *BEHAVIOR therapy , *CANNABIS (Genus) , *CONFIDENCE intervals , *DRINKING behavior , *DRUGS , *DRUGS of abuse , *NARCOTICS , *PATIENT compliance , *SELF-evaluation , *TIME , *SECONDARY analysis , *BINGE drinking , *TREATMENT effectiveness , *ODDS ratio - Abstract
Background: Alcohol is often consumed with opioids and alcohol misuse interferes with treatment for opioid use disorder (OUD). Drug misuse is associated with worse alcohol use disorder (AUD) treatment outcomes, yet no studies have investigated the role of opioid misuse in AUD treatment outcomes. Methods: We conducted secondary analyses of the medication conditions of the COMBINE study (n = 1,226), a randomized clinical trial of medications (acamprosate and/or naltrexone) and behavioral interventions (medication management and/or behavioral intervention) for alcohol dependence. We examined associations between baseline opioid misuse and the use of cannabis and other drugs with time to first drinking day, time to first heavy drinking day, and the frequency and intensity of drinking during treatment and 1 year following treatment, based on latent profile analysis. Opioid misuse was defined as use of illicit or prescription opioids without a prescription or not as directed in the previous 6 months, in the absence of OUD. Self‐reported cannabis and other drug use were also examined. Seventy individuals (5.7%) met the opioid misuse definition and 542 (44.2%) reported use of cannabis or other drugs without opioid misuse. We also examined medication adherence as a potential mediator. Results: Baseline opioid misuse significantly predicted the time to first heavy drinking day (OR = 1.38 [95% CI: 1.13, 1.64], p = 0.001) and a higher probability of being in a heavier and more frequent drinking profile at the end of treatment (OR = 2.90 [95% CI: 1.43, 5.90], p = 0.003), and at 1 year following treatment (OR = 2.66 [95% CI: 1.26, 5.59], p = 0.01). Cannabis and other drug use also predicted outcomes. Medication adherence partially mediated the association between opioid misuse, cannabis use, other drug use, and treatment outcomes. Conclusions: Opioid misuse and other drug use were associated with poorer AUD treatment outcomes, which was partially mediated by medication adherence. Clinicians and researchers should assess opioid misuse and other drug use in patients undergoing AUD treatment. [ABSTRACT FROM AUTHOR]
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- 2018
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20. Gender differences in trends for heroin use and nonmedical prescription opioid use, 2007-2014.
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Marsh, Jeanne C., Park, Keunhye, Lin, Yu-An, and Bersamira, Cliff
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HEROIN abuse , *SEX discrimination in medicine , *DRUG prescribing , *OPIOID abuse , *EPIDEMICS , *ANALGESICS , *DRUG therapy , *GENDER identity , *NARCOTICS , *RESEARCH funding , *SUBSTANCE abuse , *SUBSTANCE abuse treatment , *DISEASE prevalence - Abstract
Background: Trends in the current opioid epidemic in the United States show that use of heroin is increasing while nonmedical use of prescription opioids is slowing. Understanding gender differences in these trends is essential to efforts to address the opioid epidemic. This study compared gender difference in trends in heroin and nonmedical prescription opioid use in the U.S. between 2007 and 2014.Methods: Data from the National Survey on Drug Use and Health (NSDUH) were used to trace prevalence and to estimate risk for heroin and nonmedical prescription opioid use in the last year for women and men.Results: Prevalence rates in the total sample (N = 447,188) indicate a notable increase in heroin use and a steady decline in the nonmedical use of prescription opioids between 2007 and 2014 for both women and men. Women are increasing heroin use at a faster rate than men but decreasing nonmedical prescription opioid use at a slower rate than men. Overall, risk factors for both heroin use and nonmedical prescription opioid use are similar to other illicit substances, but the magnitude of associations indicates that women may be at greater risk for the nonmedical use of prescription opioids than for the use of heroin.Conclusions: Trend analyses reveal a linear increase in heroin use and a quadratic decline in nonmedical prescription opioid use at the population level. The differential rates of change between men and women in use of both opioids highlight the need for comprehensive, gender-sensitive approaches to prevention and treatment for both heroin and nonmedical prescription opioid use. Future research should continue to explore gender differences in treatment access, including access to medication-assisted treatments and treatments integrated with health and social services, especially for women. [ABSTRACT FROM AUTHOR]- Published
- 2018
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21. State Opioid Limits and Volume of Opioid Prescriptions Received by Medicaid Patients
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Philip J. Jeng, Yuyan Shi, Hao Zhang, Yuhua Bao, Hefei Wen, Srikar Tallavajhala, and Shashi N Kapadia
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Drug Utilization ,Research design ,medicine.medical_specialty ,Opioid ,Practice Patterns ,Drug Prescriptions ,Article ,Substance Misuse ,03 medical and health sciences ,0302 clinical medicine ,Clinical Research ,Secondary analysis ,medicine ,Humans ,030212 general & internal medicine ,Practice Patterns, Physicians' ,Medical prescription ,Analgesics ,Physicians' ,Medicaid ,business.industry ,030503 health policy & services ,Pain Research ,Public Health, Environmental and Occupational Health ,opioid limits ,United States ,Analgesics, Opioid ,Schedule II ,Good Health and Well Being ,Prescription opioid ,Applied Economics ,Emergency medicine ,Public Health and Health Services ,Health Policy & Services ,prescription opioid use ,Drug Abuse (NIDA only) ,0305 other medical science ,business ,medicine.drug - Abstract
BACKGROUND Since early 2016, an increasing number of states passed legislations that limit the duration and/or dosage of initial opioid prescriptions or opioids for acute pain. OBJECTIVE The objective of this study was to assess changes in the number of opioid prescriptions covered by Medicaid and received by Medicaid patients associated with state implementation of legislative limits on initial opioid prescriptions. RESEARCH DESIGN We explored the natural experiment resulting from the staggered implementation of state legislative limits. The analysis adopted a Difference-in-Differences framework and controlled for other major state policies bearing implications for prescription opioid use. The main analysis included 26 states that implemented limits from early 2016 to late 2018. A secondary analysis included all 50 states and the District of Columbia. MEASURES Population-adjusted state-quarter level counts of Schedule II and III opioid prescriptions received by Medicaid patients, based on data from the Medicaid State Drug Utilization Data and state Medicaid enrollment reports for 2013-2018. RESULTS Implementation of legislative limits on initial opioid prescriptions was associated with a 7% reduction in the number of opioid prescriptions per 100 Medicaid enrollees. Such reduction was largely attributable to a reduction in Schedule II opioid prescriptions. Secondary analysis by including all jurisdictions and sensitivity checks supported the robustness of results. CONCLUSION The recent implementation of state legislative limits on initial opioid prescriptions was associated with meaningful reductions in the volume of Schedule II opioid prescriptions received by Medicaid patients.
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- 2020
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22. Predictors of Sustained Prescription Opioid Use After Admission for Trauma in Adolescents.
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Whiteside, Lauren K., Russo, Joan, Wang, Jin, Ranney, Megan L., Neam, Victoria, and Zatzick, Douglas F.
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Purpose The study objectives are to describe the longitudinal trajectory of prescription opioid use among adolescents requiring a trauma admission and then identify predictors of sustained opioid use. Methods Randomly sampled adolescents (12–18 years) admitted to a Level I trauma center were surveyed. Follow-up assessments were obtained at 2, 5, and 12 months. Self-reported prescription opioid use, defined as “taking an opioid prescribed by a physician,” was obtained at baseline and every follow-up time point. At the baseline interview, validated mental health measures and pain scales were obtained as well as preinjury substance use. A fixed-effects mixed Poisson regression analysis was performed to predict prescription opioid use over time. Results A total of 120 adolescents (mean age 15.5 years [1.9 standard deviation], 75% male) completed the baseline interview with 98% follow-up at 12 months. At baseline, 7% of adolescents reported prescription opioid use before their trauma, with rates of prescription opioid use of 52% at 2 months, 13.3% at 5 months, and 12.5% at 12 months after discharge. After adjusting for demographic characteristics and injury severity score, those with sustained prescription opioid use were more likely to report preinjury marijuana use and higher baseline pain scores. Conclusions Approximately one in eight adolescents (12.5%) was using prescription opioids 12 months after injury hospitalization. Readily identifiable risk factors predicted sustained prescription opioid use, including preinjury marijuana use and baseline pain score. Screening for substance use including marijuana at the time of injury could help identify patients at risk for both substance use problems and sustained prescription opioid use. [ABSTRACT FROM AUTHOR]
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- 2016
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23. Examining the Association of Disability Status with Prescription-Opioid Use and Alcohol Use Behaviors Among Adults in Ohio.
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Adams, Rachel, Corrigan, John, Ritter, Grant, Pringle, Zoe, and Reif, Sharon
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To address gaps in knowledge, we examined differences in prescription opioid use and alcohol related behaviors among adults with and without disabilities. Secondary analyses of a statewide population-based cross-sectional survey. The 2018 Ohio Behavioral Risk Factor Surveillance System survey. The analytic sample included adults who completed the disability, prescription opioid use, and alcohol items (n = 12,498). N/A. Disabilities were self-reported using standardized questions about difficulties with vision, hearing, ambulation, cognition, self-care, or independent living. Prescription opioid use included any past year prescription opioid use, and opioid misuse (i.e., using opioids more frequently or in higher doses than prescribed and/or using a prescription opioid not prescribed to you). Alcohol outcomes included: any alcohol use in the past 30 days; and binge drinking in the past 30 days (i.e., ≥ 5 drinks in one sitting for men or ≥ 4 for women). Logistic regression analyses adjusted for gender, age, race/ethnicity, and marital status. Approximately one-third of the sample self-reported at least one disability (34.3%). Over one-quarter of adults (26.4%) reported past year prescription opioid use, and 3.5% met criteria for past year opioid misuse. Preliminary results indicate that disability status was associated with increased odds of both past year prescription opioid use [AOR = 2.67, 95% CI 2.44-2.93, p <.001] and past year opioid misuse [AOR = 2.14, 95% CI 1.73-2.64, p <.001], compared to adults without a disability. On the contrary, disability was associated with reduced odds of past month alcohol use [AOR = 0.53, 95% CI 0.49-0.58, p <.001] and past month binge drinking [AOR = 0.76, 95% CI 0.66-0.87, p <.001], compared to adults without a disability. Adults with disabilities were less likely to use alcohol and report binge drinking than adults without disabilities, yet they were at greater risk for prescription opioid use and misuse. These findings highlight the importance of ensuring that substance use treatment is accessible and accommodating to the needs of individuals with disabilities. None. [ABSTRACT FROM AUTHOR]
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- 2021
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24. Factors associated with frequent or daily use of prescription opioids among adults with chronic pain in the United States.
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Kennedy J, Wood EG, and Wu CH
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- Adult, Humans, United States epidemiology, Analgesics, Opioid therapeutic use, Drug Prescriptions, Insurance, Health, Chronic Pain drug therapy, Chronic Pain epidemiology, Opioid-Related Disorders epidemiology
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Objectives: We aimed to estimate utilization rates of prescription opioids among adults with chronic pain in the United States (US) and identify factors associated with the frequent or daily use of prescription opioids., Methods: This was a case-control analysis of the 2019 National Health Interview Survey of adults., Results: Over 50.2 million adults in the US reported chronic pain in the past 3 months, but only 10.5% of this group said they used prescription opioids frequently or daily to manage their pain. Adults with chronic pain were significantly more likely to use opioids if they had incomes below the federal poverty level (15.7%), relied on public health insurance (14.8%), had been hospitalized in the past year (17.8%), or rated their health as fair or poor (18.4%). The highest rates of opioid use were reported among adults with severe (24.4%) or moderate disability (18.9%)., Conclusions: Approximately 5.3 million adults use prescription opioids frequently or daily to manage chronic pain. These individuals should receive regular clinical assistance to manage their pain, including medication management and, when appropriate, referral to evidence-based treatment programs for opioid use disorder.
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- 2023
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25. COMMUNICATING THE RISKS AND BENEFITS OF PRESCRIPTION OPIOID USE: SELF-CATEGORIZATION AS AN INTRINSIC MESSAGE FEATURE THAT INFLUENCES CONSTRUAL LEVEL
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Stanley, Samantha Joan and Stanley, Samantha Joan
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The opioid crisis presents a challenge for risk communicators because the judicious short-term use of prescription opioids for noncancer pain may benefit quality of life but also poses risks such as the development of opioid use disorder, thus prompting calls for messaging to reduce the demand for prescription opioids. Communicating the possibility for benefits of short-term prescription opioid use and the risks is therefore ethically required, but message characteristics that simultaneously reduce the demand for opioids while offering complete information about its benefits would be most useful and ethical. Construal level theory posits that altering the level of abstraction of one’s mental representation of a choice meaningfully affects one’s cognitions and behaviors regarding said choice. However, in this theoretical framework changing the mental representation of a choice is usually achieved by methods unsuitable for public health messages that are communicated to a large audience (e.g., priming or changing the characteristics of a choice to be more psychologically distant) or interpersonally. Recognizing the limitations of these approaches, I suggest that self-categorization with its focus on self-construals at increasingly abstract levels may act as a potential intrinsic message feature that can affect construal level without altering the characteristics of the choice being evaluated. A thought-listing pilot study demonstrated that self-categorizing at the relational (i.e., significant other) versus subordinate level (i.e., individual) affects the type of salient behavioral beliefs. Study 1 experimentally demonstrated that altering self-categorization changes the extent to which participants focus on the pros of prescription opioid use (high construal level beliefs) but not their focus on the cons of use or psychological distance. However, psychological distance, pro focus, and con focus all predicted intent to use prescription opioids. Study 2 experimentally
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- 2020
26. Harms of prescription opioid use in the United States.
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Imtiaz, Sameer, Shield, Kevin D., Fischer, Benedikt, and Rehm, Jürgen
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Background: Consumption levels of prescription opioids (POs) have increased substantially worldwide, particularly the United States. An emerging perspective implicates increasing consumption levels of POs as the primary system level driving factor behind the observed PO-related harms. As such, the present study aimed to assess the correlations between consumption levels of POs and PO-related harms, including non-medical prescription opioid use (NMPOU), PO-related morbidity and PO-related mortality. Findings: Pearson’s product-moment correlations were computed using published data from the United States (2001 – 2010). Consumption levels of POs were extracted from the technical reports published by the International Narcotics Control Board, while data for NMPOU was utilized from the National Survey on Drug Use and Health. Additionally, data for PO-related morbidity (substance abuse treatment admissions per 10,000 people) and PO-related mortality (PO overdose deaths per 100,000 people) were obtained from published studies. Consumption levels of POs were significantly correlated with prevalence of NMPOU in the past month (r =0.741, 95% CI =0.208–0.935), past year (r =0.638, 95% CI =0.014–0.904) and lifetime (r =0.753, 95% CI =0.235-0.938), as well as average number of days per person per year of NMPOU among the general population (r =0.900, 95% CI =0.625-0.976) and NMPOU users (r =0.720, 95% CI =0.165–0.929). Similar results were also obtained for PO-related morbidity and PO-related mortality measures. Conclusion: These findings suggest that reducing consumption levels of POs at the population level may be an effective strategy to limit PO-related harms. [ABSTRACT FROM AUTHOR]
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- 2014
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27. Gut microbiota alterations may increase the risk of prescription opioid use, but not vice versa: A two-sample bi-directional Mendelian randomization study.
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Lin L, Lin J, Qiu J, Wei F, Bai X, Ma W, Zeng J, and Lin D
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Introduction: Gut microbiota alterations are strongly associated with prescription opioid use (POU) and multisite chronic pain (MCP). However, whether or not these associations are causal remains unknown. Therefore, we aim to explore the causal relationships between them comprehensively., Methods: A two-sample bi-directional Mendelian randomization was conducted to assess the potential associations between gut microbiota and POU/MCP using summary level Genome-wide association studies (GWASs) that were based on predominantly European ancestry., Results: Potential causal effects were identified between seven host genetic-driven traits of gut microbiota on POU, including Adlercreutzia , Allisonella , Dialister , Anaerofilum , Anaerostipes , ChristensenellaceaeR.7group , and LachnospiraceaeNC2004group at the genus level ( p < 0.05) by the Inverse-variance weighted method, with significant causal effects of ChristensenellaceaeR.7group and Allisonella on POU ( p < 0.025). A total of five genetically greater abundance of gut microbiota traits were identified to be possibly related to the level of MCP ( p < 0.05), including genus ErysipelotrichaceaeUCG003 , family Clostridiaceae1 , order Gastranaerophilales , order Actinomycetales , and family Actinomycetaceae . In the other direction, no clear evidence was found to support a significant causal relationship between POU and gut microbiota, as well as MCP and gut microbiota. In addition, evidence was also provided for the relationship between triacylglycerols and diacylglycerol elevation, and an increased risk of POU and MCP. No evidence was found across various sensitivity analyses, including reverse causality, pleiotropy, and heterogeneity., Conclusion: The findings from this study provide robust evidence that gut microbiota alterations may be a risk of POU/MCP, but not vice versa., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2022 Lin, Lin, Qiu, Wei, Bai, Ma, Zeng and Lin.)
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- 2022
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28. Heroin use and heroin use risk behaviors among nonmedical users of prescription opioid pain relievers – United States, 2002–2004 and 2008–2010.
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Jones, Christopher M.
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HEROIN abuse , *RISK-taking behavior , *DRUG abusers , *DRUG prescribing , *ANALGESICS , *DRUG overdose , *CAUSES of death - Abstract
Abstract: Background: Heroin use and overdose deaths have increased in recent years. Emerging information suggests this is the result of increases in nonmedical use of opioid pain relievers and nonmedical users transitioning to heroin use. Understanding this relationship is critically important for the development of public health interventions. Methods: Combined data from the 2002–2004 National Surveys on Drug Use and Health were compared to the 2008–2010 surveys to examine patterns of heroin use and risk behaviors among past year nonmedical users of opioid pain relievers. Results: Between 2002–2004 and 2008–2010, past year heroin use increased among people reporting past year nonmedical use (PYNMU) of opioid pain relievers (p <0.01), but not among those reporting no PYNMU. Frequent nonmedical users – people reporting 100–365 days of PYNMU – had the highest rate of past year heroin use and were at increased risk for ever injecting heroin (aOR 4.3, 95% CI 2.5–7.3) and past year heroin abuse or dependence (aOR 7.8, 95% CI 4.7–12.8) compared to infrequent nonmedical users (1–29 days of PYNMU). In 2008–2010, 82.6% of frequent nonmedical users who used heroin in the past year reported nonmedical use of opioid pain relievers prior to heroin initiation compared to 64.1% in 2002–2004. Conclusions: Heroin use among nonmedical users of opioid pain relievers increased between 2002–2004 and 2008–2010, with most reporting nonmedical use of opioid pain relievers before initiating heroin. Interventions to prevent nonmedical use of these drugs are needed and should focus on high-risk groups such as frequent nonmedical users of opioids. [Copyright &y& Elsevier]
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- 2013
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29. Pain Medication Beliefs Mediate the Relationship Between Pain Catastrophizing and Opioid Prescription Use in Patients With Chronic Non-Cancer Pain.
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Elphinston RA, Sullivan MJL, Sterling M, Connor JP, Baranoff JA, Tan D, and Day MA
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- Analgesics, Opioid therapeutic use, Catastrophization drug therapy, Catastrophization psychology, Cross-Sectional Studies, Humans, Prescriptions, Chronic Pain psychology, Opioid-Related Disorders drug therapy
- Abstract
Little is known about the mechanisms by which pain catastrophizing may be associated with opioid use outcomes. This study aimed to investigate the potential mediating role of beliefs about the appropriateness of pain medicines for pain treatment on the association between pain catastrophizing and prescription opioid use in a community chronic non-cancer pain (CNCP) sample. Individuals (N = 420) diagnosed with CNCP participated in a cross-sectional online self-report study with validated measures of pain medication beliefs, pain catastrophizing, and current prescription opioid use. Two parallel multiple mediator analyses with percentile-based bootstrapping examined pathways to both prescription opioid use and high-dose use (≥ 100mg oral morphine equivalents/day), while controlling for pain intensity and other relevant covariates. Pain medication beliefs significantly mediated the association between pain catastrophizing and prescription opioid use (CI = 0.011, 0.033). A similar pattern of findings was found for high-dose opioid use, with pain medication beliefs significantly mediating the pain catastrophizing-high-dose use association (CI = 0.006, 0.050). Pain medication beliefs are a potentially modifiable psychological mechanism by which pain catastrophizing is associated with opioid use, including high-dose use. These findings have important implications for personalizing prevention and treatment programs., (Copyright © 2021 United States Association for the Study of Pain, Inc. Published by Elsevier Inc. All rights reserved.)
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- 2022
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30. Associations between elevated depressive symptoms and substance use, prescription opioid misuse, overdose history, pain, and general health among community pharmacy patients prescribed opioids.
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Brown JL, Cochran G, Bryan MA, Charron E, and Winhusen TJ
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- Analgesics, Opioid adverse effects, Depression epidemiology, Humans, Pain drug therapy, Pain epidemiology, Drug Overdose drug therapy, Drug Overdose epidemiology, Opioid-Related Disorders drug therapy, Opioid-Related Disorders epidemiology, Pharmacies
- Abstract
Background: Individuals with pain prescribed opioids experience high rates of comorbid depression. The aim of this study was to characterize pain, substance use, and health status as a function of depressive symptom level in individuals filling an opioid prescription at a community pharmacy. Methods: Participants ( N = 1268) filling an opioid prescription enrolled in a study validating a prescription drug monitoring metric completed an online survey assessing sociodemographics, depressive symptoms, substance use, prescription opioid misuse, overdose history, general health, and pain severity and interference. Results: Approximately one-fifth (19.3%) had a positive depression screen result. In covariate-adjusted logistic regression analyses, individuals with a positive depression screen result were more likely to have moderate/high substance use risk scores for prescription opioids (adjusted odds ratio [AOR] = 2.06; 95% confidence interval [CI], 1.51-2.79); street opioids (AOR = 7.18; 95% CI, 2.57-20.01); cannabis (AOR = 2.00; 95% CI, 1.34-3.00); cocaine (AOR = 3.46; 95% CI, 1.46-8.22); tobacco (AOR = 1.59; 95% CI, 1.18-2.15); methamphetamine (AOR = 7.59; 95% CI, 2.58-22.35); prescription stimulants (AOR = 2.95; 95% CI, 1.59-5.49); and sedatives (AOR = 3.41; 95% CI, 2.43-4.79). Individuals with a positive depression screen were more likely to misuse prescription opioids (AOR = 3.46; 95% CI, 2.33-5.15), experience a prior overdose (AOR = 2.69; 95% CI, 1.76-4.11), report poorer general health (AOR = 0.25, 95% CI, 0.18-0.35), and report moderate/severe pain severity (AOR = 4.36, 95% CI, 2.80-6.77) and interference (AOR = 6.47, 95% CI, 4.08-10.26). Conclusions: Individuals prescribed opioids with heightened depression were more likely to report other substance use, prescription opioid misuse, prior overdose, greater pain, and poorer health.
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- 2022
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31. The Association between Opioid Discontinuation and Heroin Use: A Nested Case-Control Study.
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Binswanger, Ingrid A., Glanz, Jason M., Faul, Mark, Shoup, Jo Ann, Quintana, LeeAnn M., Lyden, Jennifer, Xu, Stan, and Narwaney, Komal J.
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- *
CASE-control method , *OPIOIDS , *HEROIN - Abstract
Background: Opioid prescribing guidelines recommend reducing or discontinuing opioids for chronic pain if harms of opioid treatment outweigh benefits. As opioid discontinuation becomes more prevalent, it is important to understand whether opioid discontinuation is associated with heroin use. In this study, we sought to assess the association between opioid discontinuation and heroin use documented in the medical record.Methods: A matched nested case-control study was conducted in an integrated health plan and delivery system in Colorado. Patients receiving opioid therapy in the study period (January 2006-June 2018) were included. Opioid discontinuation was defined as ≥45 days with no opioids dispensed after initiating opioid therapy. The heroin use onset date represented the index date. Case patients were matched to up to 20 randomly selected patients without heroin use (control patients) by age, sex, calendar time, and time between initiating opioid therapy and the index date. Conditional logistic regression models estimated matched odds ratios (mOR) for the association between an opioid discontinuation prior to the index date and heroin use.Results: Among 22,962 patients prescribed opioid therapy, 125 patients (0.54%) used heroin after initiating opioid therapy, of which 74 met criteria for inclusion in the analysis. The odds of opioid discontinuation were approximately two times higher in case patients (n = 74) than control patients (n = 1045; mOR = 2.19; 95% CI 1.27-3.78).Conclusions: Among patients prescribed chronic opioid therapy, the observed increased risk for heroin use associated with opioid discontinuation should be balanced with potential benefits. [ABSTRACT FROM AUTHOR]- Published
- 2020
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32. Trends in college students' alcohol, nicotine, prescription opioid and other drug use after recreational marijuana legalization: 2008-2018.
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Alley, Zoe M., Kerr, David C.R., and Bae, Harold
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- *
MARIJUANA legalization , *DRUG abuse , *COLLEGE students , *BINGE drinking , *NICOTINE - Abstract
Background: Young adult college students may be particularly sensitive to recreational marijuana legalization (RML). Although evidence indicates the prevalence of marijuana use among college students increased after states instituted RML, there have been few national studies investigating changes in college students' other substance use post-RML.Method: The cross-sectional National College Health Assessment-II survey was administered twice yearly from 2008 to 2018 at four-year colleges and universities. Participants were 18-26 year old undergraduates attending college in states that did (n = 243,160) or did not (n = 624,342) implement RML by 2018. Outcome variables were self-reported nicotine use, binge drinking, illicit drug use, and misuse of prescription stimulants, sedatives, and opioids. Other variables included individual and contextual covariates, and institution-reported institutional and community covariates. Publicly available information was used to code state RML status at each survey administration.Results: Accounting for state differences and time trends, RML was associated with decreased binge drinking prevalence among college students age 21 and older [OR (95% CI) = 0.91 (0.87 - 0.95), p < .0001] and increased sedative misuse among minors [OR (95% CI) = 1.20 (1.09 - 1.32), p = .0003]. RML did not disrupt secular trends in other substance use.Conclusions: In the context of related research showing national increases in college students' marijuana use prevalence and relative increases following state RML, we observed decreases in binge drinking and increases in sedative use that both depended on age. Findings support some specificity in RML-related changes in substance use trends and the importance of individual factors. [ABSTRACT FROM AUTHOR]- Published
- 2020
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33. The Impact of Medical Cannabis on Intermittent and Chronic Opioid Users with Back Pain: How Cannabis Diminished Prescription Opioid Usage.
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Takakuwa KM, Hergenrather JY, Shofer FS, and Schears RM
- Abstract
Objective: To determine if cannabis may be used as an alternative or adjunct treatment for intermittent and chronic prescription opioid users. Design: Retrospective cohort study. Setting: A single-center cannabis medical practice site in California. Patients: A total of 180 patients who had a chief complaint of low back pain were identified ( International Classification of Diseases , 10th Revision, code M54.5). Sixty-one patients who used prescription opioids were analyzed. Interventions: Cannabis recommendations were provided to patients as a way to mitigate their low back pain. Outcome Measures: Number of patients who stopped opioids and change in morphine equivalents. Results: There were no between-group differences based on demographic, experiential, or attitudinal variables. We found that 50.8% were able to stop all opioid usage, which took a median of 6.4 years (IQR=1.75-11 years) after excluding two patients who transitioned off opioids by utilizing opioid agonists. For those 29 patients (47.5%) who did not stop opioids, 9 (31%) were able to reduce opioid use, 3 (10%) held the same baseline, and 17 (59%) increased their usage. Forty-eight percent of patients subjectively felt like cannabis helped them mitigate their opioid intake but this sentiment did not predict who actually stopped opioid usage. There were no variables that predicted who stopped opioids, except that those who used higher doses of cannabis were more likely to stop, which suggests that some patients might be able to stop opioids by using cannabis, particularly those who are dosed at higher levels. Conclusions: In this long-term observational study, cannabis use worked as an alternative to prescription opioids in just over half of patients with low back pain and as an adjunct to diminish use in some chronic opioid users., Competing Interests: K.M.T. has a financial interest in the medical cannabis company MGC LLC that did not exist when this study was performed., (Copyright 2020, Mary Ann Liebert, Inc., publishers.)
- Published
- 2020
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34. Harms of prescription opioid use in the United States
- Author
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Jürgen Rehm, Kevin D. Shield, Sameer Imtiaz, and Benedikt Fischer
- Subjects
medicine.medical_specialty ,Prescription Drugs ,Population level ,Population ,Short Report ,Overdose mortality ,Addiction treatment ,Non-medical use ,medicine ,Prevalence ,Humans ,Pain Management ,Medical prescription ,education ,Psychiatry ,Prescription Drug Misuse ,Consumption (economics) ,education.field_of_study ,business.industry ,Public health ,Health Policy ,Opioid-Related Disorders ,Health Surveys ,Prescription opioid use ,United States ,Analgesics, Opioid ,Health psychology ,Psychiatry and Mental health ,Prescription opioid ,Drug Overdose ,Substance abuse treatment ,business ,Public health and pain treatment ,Demography - Abstract
Background: Consumption levels of prescription opioids (POs) have increased substantially worldwide, particularly the United States. An emerging perspective implicates increasing consumption levels of POs as the primary system level driving factor behind the observed PO-related harms. As such, the present study aimed to assess the correlations between consumption levels of POs and PO-related harms, including non-medical prescription opioid use (NMPOU), PO-related morbidity and PO-related mortality. Findings: Pearson’s product-moment correlations were compute du sing published data from the United States (2001 – 2010). Consumption levels of POs were extracted from the technical reports published by the International Narcotics Control Board, while data for NMPOU was utilized from the National Survey on Drug Use and Health. Additionally, data for PO-related morbidity (substance abuse treatment admissions per 10,000 people) and PO-related mortality (PO overdose deaths per 100,000 people) were obtained from published studies. Consumption levels of POs were significantly correlated with prevalence of NMPOU in the past month (r =0.741, 95% CI =0.208–0.935), past year (r =0.638, 95% CI =0.014–0.904) and lifetime (r =0.753, 95% CI =0.235-0.938), as well as average number of days per person per year of NMPOU among the general population (r =0.900, 95% CI =0.625-0.976) and NMPOU users (r =0.720, 95% CI =0.165–0.929). Similar results were also obtained for PO-related morbidity and PO-related mortality measures. Conclusion: These findings suggest that reducing consumption levels of POs at the population level may be an effective strategy to limit PO-related harms.
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