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1.
Prev Med ; 185: 108046, 2024 Aug.
Article in English | MEDLINE | ID: mdl-38897356

ABSTRACT

OBJECTIVE: Understanding the clinical and demographic profile of patients on gabapentinoids can highlight areas of prescribing disparities, inform clinical practice, and guide future research to optimize effectiveness and safety of gabapentinoids for pain management. We used a national sample of Medicare beneficiaries to examine trends, patterns, and patient-level predictors of gabapentinoid use among long-term opioid users. METHODS: Using a national Medicare sample between 2014 and 2020, we examined factors associated with gabapentinoid use among long-term opioid users. We included Medicare eligible long-term opioid users with no prior gabapentinoid use. The primary outcome was gabapentinoid use after the long-term opioid use episode. Logistic regression was used to test the association with gabapentinoid use for year, age, sex, race/ethnicity, region, Medicare entitlement, low-income status, frailty, pain locations, anxiety, depression, opioid use disorder, and opioid morphine milligrams equivalent. RESULTS: Gabapentinoid use among long-term opioid users increased from 12.6% in 2014 to 16.8% in 2019 (p < .0001). Factors associated with increased gabapentinoid use were Hispanic ethnicity, back pain, nerve pain, and moderate or high opioid usage. Factors associated with decreased gabapentinoid use were older age and Medicare entitlement due to old age. CONCLUSIONS: Variation of gabapentinoid use by socio-demographics and insurance status indicates opportunities to improve pain management and a need for shared therapeutic decision making informed by discussion between pain patients and providers regarding safety and effectiveness of pain therapies. Our findings underscore the need for future research into the comparative effectiveness and safety of gabapentinoids for non-cancer chronic pain in various subpopulations.


Subject(s)
Analgesics, Opioid , Gabapentin , Medicare , Humans , Male , Female , United States , Medicare/statistics & numerical data , Aged , Analgesics, Opioid/therapeutic use , Analgesics, Opioid/adverse effects , Gabapentin/therapeutic use , Gabapentin/adverse effects , Aged, 80 and over , Pain Management/methods , Analgesics/therapeutic use , Opioid-Related Disorders/drug therapy , Opioid-Related Disorders/epidemiology , Practice Patterns, Physicians'/statistics & numerical data , Middle Aged , Chronic Pain/drug therapy
2.
Prev Med ; 178: 107809, 2024 Jan.
Article in English | MEDLINE | ID: mdl-38072313

ABSTRACT

OBJECTIVE: Using evidence-based nonpharmacologic pain treatments may prevent opioid overuse and associated adverse outcomes. There is limited data on the impact of access-promoting social determinants of health (SDoH: education, income, transportation) on use of nonpharmacologic pain treatments. Our objective was to examine the relationship between SDoH and use of nonpharmacologic pain treatment providers. Our goal was to understand policy-actionable factors contributing to inequity in pain treatment. METHODS: Based on Andersen's Health Utilization Model, this cross-sectional analysis of 2016-2019 Medical Expenditure Panel Survey data evaluated whether use of outpatient nonpharmacologic pain treatment providers is driven by enabling (i.e., advantageous socioeconomic resources) or need (i.e., perceived disability and diagnosed disease) factors. The study sample (unweighted n = 28,188) represented a weighted N = 81,912,730 noninstitutionalized, cancer-free, U.S. adults with pain interference. The primary outcome measured use of nonpharmacologic providers relative to exclusive prescription opioid use or no treatment (i.e., neither opioids nor nonpharmacologic). To quantify equitable access, we compared the variance-between access-promoting enabling factors versus medical need factors-that explained utilization. RESULTS: Compared to enabling factors, need factors explained twice the variance predicting pain treatment utilization. Still, the adjusted odds of using nonpharmacologic providers instead of opioids alone were 39% lower among respondents identifying as Black (95% Confidence Interval [CI], 0.49-0.76) and respondents residing in the U.S. South (95% CI, 0.51-0.74). Higher education (95% CI, 1.72-2.79) and income (95% CI, 1.68-2.42) both facilitated using nonpharmacologic providers instead of opioids. CONCLUSIONS: These findings highlight the substantial influence access-promoting SDoH have on pain treatment utilization.


Subject(s)
Analgesics, Opioid , Opioid-Related Disorders , Adult , Humans , Analgesics, Opioid/therapeutic use , Cross-Sectional Studies , Pain/drug therapy , Opioid-Related Disorders/drug therapy
3.
Pharmacoepidemiol Drug Saf ; 33(1): e5685, 2024 Jan.
Article in English | MEDLINE | ID: mdl-37640024

ABSTRACT

INTRODUCTION: Gabapentinoids (GABA) prescribing as a potential and conceivably safer substitute for opioids has substantially increased. Understanding all potential adverse drug events (ADEs) associated with GABA will guide clinical decision-making for pain management. METHODS: A 20% sample of Medicare enrollees with new chronic pain diagnoses in 2017-2018 was selected. GABA users were those with >=30 consecutive days prescription in a year without opioid prescription. Opioid users were similarly defined. The control group used neither of these drugs. Propensity score match across three groups based on demographics and comorbidity was performed. We used proportional reporting ratio (PRR), Gamma Poisson Shrinker, and tree-based scan statistic (TBSS) to detect ADEs within 3, 6, and 12 months of follow-up. RESULTS: Immunity disorder was detected within 3 months of follow-up by PRR compared to opioid use (PRR:2.33), and by all three methods compared to controls. Complications of transplanted organs/tissues and schizophrenia spectrum/other psychotic disorders were consistently detected by PRR and TBSS within 3 months. Skin disorders were detected by TBSS; and stroke was detected by PRR within 3 months compared to opioid use (PRR:4.74). Some malignancies were detected by PRR within 12 months. Other signals detected in GABA users were neuropathy and nerve disorders. CONCLUSIONS: Our study identified expected and unexpected ADE signals in GABA users. Neurological signals likely related to indications for GABA use. Signals for immunity, mental/behavior, and skin disorders were found in the FDA adverse event reporting system database. Unexpected signals of stroke and cancer require further confirmatory analyses to verify.


Subject(s)
Chronic Pain , Drug-Related Side Effects and Adverse Reactions , Opioid-Related Disorders , Stroke , Aged , Humans , United States/epidemiology , Analgesics, Opioid/adverse effects , Chronic Pain/drug therapy , Chronic Pain/epidemiology , Medicare , Opioid-Related Disorders/diagnosis , Opioid-Related Disorders/epidemiology , Opioid-Related Disorders/drug therapy , Stroke/drug therapy , gamma-Aminobutyric Acid/adverse effects
4.
Int J Behav Med ; 31(2): 192-201, 2024 Apr.
Article in English | MEDLINE | ID: mdl-36952218

ABSTRACT

BACKGROUND: This study examined the trends in diabetes medication taking and its association with the incidence of depression in patients with type 2 diabetes (T2D). METHOD: A retrospective cohort of Medicare enrollees with regular care in 2010 was defined from 100% Texas Medicare claims. The impact of medication taking on incident depression was evaluated from 2010 to 2018. Cox proportional hazards regressions were used to estimate the association between medication taking and depression. RESULTS: A total of 72,461 patients with T2D and with regular care were analyzed. Among 60,216 treated patients, the regular medication taking rate slightly increased from 60.8 to 63.2% during the study period. Patients with regular medication taking at baseline had a 9% lower risk of developing depression (hazard ratio [HR]: 0.91, 95% confidence interval [CI]: 0.89-0.94), and the magnitude of the association increased after adjustment of the model for time-varied medication taking (HR: 0.82, 95% CI: 0.79-0.85). The presence of nephropathy had the greatest mediating effect (23.2%) on the association of medication taking and depression. CONCLUSION: We demonstrated a steady but modest increase in regular diabetes medication taking over a 9-year period and a significant relationship between medication taking and incident depression in patients with T2D.


Subject(s)
Diabetes Mellitus, Type 2 , Humans , Aged , United States/epidemiology , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/drug therapy , Diabetes Mellitus, Type 2/epidemiology , Retrospective Studies , Depression/epidemiology , Depression/complications , Incidence , Medicare , Risk Factors
5.
J Arthroplasty ; 39(4): 941-947.e1, 2024 Apr.
Article in English | MEDLINE | ID: mdl-37871858

ABSTRACT

BACKGROUND: Gabapentinoid (GABA) prescribing has substantially increased as a nonopioid analgesics for surgical conditions. We examined the effectiveness of GABA use for postoperative pain control among patients receiving total knee arthroplasty (TKA). METHODS: This retrospective cohort study using 2016 to 2019 data from a 20% national sample of Medicare enrollees included patients aged 66 and over years who received an elective TKA, were discharged to home, received home health care, and had both admission and discharge assessments of pain (n = 35,186). Study outcomes were pain score difference between admission and discharge and less-than-daily pain interfering with activity at discharge. Opioid and GABA prescriptions after surgery and receipt of nerve block within 3 days of surgery were also assessed. RESULTS: There were 30% of patients who had a pain score decrease of 3 to 4 levels and 55.8% had pain score decreases of 1 to 2 levels. In multivariable analyses, receiving a nerve block was significantly associated with pain score reduction. A GABA prescription increased the magnitude of pain score reduction among those receiving a nerve block. Results from inverse probability weighted analysis with propensity score showed that coprescribing of GABA and low-dose opioid was associated with significantly lower pain scores. CONCLUSIONS: Post-TKA opioid use was not associated with pain score reduction. Receiving a nerve block was associated with a modest pain score reduction. Co-prescribing GABA with low-dose opioid or receiving a nerve block was associated with increasing magnitudes of pain reduction. Further research should identify alternatives to opioid use for managing postoperative TKA pain.


Subject(s)
Arthroplasty, Replacement, Knee , Opioid-Related Disorders , Humans , Aged , United States , Arthroplasty, Replacement, Knee/adverse effects , Arthroplasty, Replacement, Knee/methods , Analgesics, Opioid/therapeutic use , Retrospective Studies , Medicare , Pain, Postoperative/drug therapy , Pain, Postoperative/etiology , Prescriptions , Opioid-Related Disorders/etiology , gamma-Aminobutyric Acid/therapeutic use
6.
Osteoporos Int ; 34(4): 725-733, 2023 Apr.
Article in English | MEDLINE | ID: mdl-36729144

ABSTRACT

BACKGROUND: Osteoporotic fractures  are a leading cause of disability and premature death in the elderly. Patients with Alzheimer's and related dementia (ADRD) have high rates of osteoporosis (OP) and substantial risk of osteoporotic fractures. Yet research is sparse on trends and predictors of OP medication use in ADRD. METHODS: Medicare beneficiaries with OP aged ≥ 67 years have Medicare parts A/B/D without HMO from 2016 to 2018. Our outcome was receipt of OP medications in 2018. A multivariable logistic regression assessed association between ADRD and OP drug prescribing, adjusted for age, sex, race, region, Medicare entitlement, dual Medicaid eligibility, chronic conditions, number of provider visits/hospitalizations, and nursing home (NH) resident status. Age/ADRD and NH residency/ADRD interactions were tested. RESULTS: Our sample consisted of 47,871 people with OP and ADRD and 201,840 with OP without ADRD. OP drug use was 38.6% in ADRD patients vs. 52.7% in non-ADRD. After adjustment for demographics, chronic conditions, and previous hospitalizations/physician visits, the OR for OP drug in ADRD vs. non-ADRD was 0.85 (95% CI: 0.83-0.87). NH residents had lower odds for OP medication (OR: 0.61, 95% CI: 0.58-0.64). There were significant interactions between ADRD and age, and between ADRD and NH residency. The OR for OP drug use associated with ADRD was 0.88 (95% CI: 0.86-0.90) among community-dwelling elders and 0.66 (95% CI: 0.64-0.69) among NH residents. CONCLUSIONS: ADRD patients received OP drugs at a lower rate than their non-ADRD counterparts. More research is needed on when to prescribe or deprescribe OP drugs in the context of different ADRD severity, patient preferences, remaining life expectancy, and time-to-benefit from OP drugs.


Subject(s)
Alzheimer Disease , Osteoporosis , Osteoporotic Fractures , Aged , Humans , United States/epidemiology , Alzheimer Disease/drug therapy , Alzheimer Disease/epidemiology , Medicare , Osteoporotic Fractures/epidemiology , Osteoporotic Fractures/prevention & control , Osteoporosis/drug therapy , Osteoporosis/epidemiology , Chronic Disease , Retrospective Studies
7.
Ann Pharmacother ; 57(4): 382-396, 2023 04.
Article in English | MEDLINE | ID: mdl-35942598

ABSTRACT

BACKGROUND: Anxiety and chronic pain are common comorbidities in patients with chronic obstructive pulmonary disease (COPD), which are frequently managed with benzodiazepines (BZDs) and opioids, respectively. OBJECTIVE: The purpose of this study was to determine whether different combinations of opioids, BZD, and their substitutes-gabapentinoids (GABA) and selective serotonin reuptake inhibitors/serotonin-norepinephrine reuptake inhibitors (SSRIs/SNRIs)-are associated with lower risk of acute respiratory events in COPD patients with co-occurring chronic pain and anxiety. METHODS: This retrospective cohort study used a nationally representative sample of Medicare beneficiaries with COPD, chronic pain, and anxiety. Patients were grouped based on drug combination (opioid + BZD/Z-hypnotics, opioid + GABA, opioid + SSRI/SNRI, BZD/Z-hypnotics + GABA, BZD/Z-hypnotics + SSRI/SNRI, GABA + SSRI/SNRI, or ≥3 drugs). The primary outcome was emergency room (ER) visit or hospitalization due to acute respiratory events assessed up to 180 days following initiation of drug combination. Overdose secondary to central nervous system (CNS)-related drugs was also assessed up to 180 days following initiation of drug combination. RESULTS: The drug combination opioid + GABA was associated with decreased risk for ER visit (hazard ratio [HR] = 0.73; 95% CI = 0.61-0.87) and hospitalization (HR = 0.69; 95% CI = 0.55-0.85). Opioid + SSRI/SNRI also showed decreased risk for ER visit (HR = 0.84; 95% CI = 0.71-0.99). There was no significant difference in risk for CNS-related drug overdose among different drug combinations compared with opioid + BZD/Z-hypnotics. CONCLUSION AND RELEVANCE: Opioids in combination with GABA and SSRI/SNRI demonstrate relatively lower risk for acute respiratory events among patients with COPD and comorbid chronic pain and anxiety. The findings emphasize the need for multimodal management in this vulnerable population.


Subject(s)
Chronic Pain , Drug Overdose , Pulmonary Disease, Chronic Obstructive , Serotonin and Noradrenaline Reuptake Inhibitors , United States/epidemiology , Humans , Aged , Analgesics, Opioid/adverse effects , Retrospective Studies , Medicare , Pulmonary Disease, Chronic Obstructive/drug therapy , Pulmonary Disease, Chronic Obstructive/epidemiology , Hospitalization , Hypnotics and Sedatives , Central Nervous System , Emergency Service, Hospital , gamma-Aminobutyric Acid
8.
Soc Psychiatry Psychiatr Epidemiol ; 58(2): 299-308, 2023 Feb.
Article in English | MEDLINE | ID: mdl-36334100

ABSTRACT

PURPOSE: Despite substantially higher prevalence of depression among people living with HIV/AIDS (PLWHA), few data exist on the incidence and correlates of depression in this population. This study assessed the effect of HIV infection, age, and cohort period on the risk of developing depression by sex among older U.S. Medicare beneficiaries. METHODS: We constructed a retrospective matched cohort using a 5% nationally representative sample of Medicare beneficiaries (1996-2015). People with newly diagnosed (n = 1309) and previously diagnosed (n = 1057) HIV were individually matched with up to three beneficiaries without HIV (n = 6805). Fine-Gray models adjusted for baseline covariates were used to assess the effect of HIV status on developing depression by sex strata. RESULTS: PLWHA, especially females, had higher risk of developing depression within five years. The relative subdistribution hazards (sHR) for depression among three HIV exposure groups differed between males and females and indicated a marginally significant interaction (p = 0.08). The sHR (95% CI) for newly and previously diagnosed HIV (vs. people without HIV) were 1.6 (1.3, 1.9) and 1.9 (1.5, 2.4) for males, and 1.5 (1.2, 1.8) and 1.2 (0.9, 1.7) for females. The risk of depression increased with age [sHR 1.3 (1.1, 1.5), 80 + vs. 65-69] and cohort period [sHR 1.3 (1.1, 1.5), 2011-2015 vs. 1995-2000]. CONCLUSIONS: HIV infection increased the risk of developing depression within 5 years, especially among people with newly diagnosed HIV and females. This risk increased with older age and in recent HIV epidemic periods, suggesting a need for robust mental health treatment in HIV primary care.


Subject(s)
HIV Infections , Aged , Male , Female , Humans , United States/epidemiology , HIV Infections/epidemiology , Retrospective Studies , Risk Factors , Depression/epidemiology , Depression/etiology , Medicare
9.
Int J Aging Hum Dev ; : 914150231219259, 2023 Dec 18.
Article in English | MEDLINE | ID: mdl-38111265

ABSTRACT

Telemedicine provided older adults the ability to safely seek care during the coronavirus disease (COVID-19) pandemic. This study aimed to evaluate the potential impact of acculturation factors in telemedicine uptake between ethnic groups. As part of the National Health and Aging Trends Study 2018 survey, 303 participants (≥65 years) were interviewed. We assessed the impact of acculturation on telemedicine readiness by race and ethnicity. Compared to the white non-Hispanic immigrant population, Hispanic and Asian/Pacific Islander (API) populations had significantly lower telemedicine readiness and uptake. Limited English proficiency or older age at the time of migration was associated with telemedicine unreadiness and uptake in the Hispanic and API populations. Our findings suggested that acculturation factors play a substantial role in telemedicine uptake among older adult immigrants in the United States. Therefore, acculturation factors should be considered when promoting and adopting telemedicine technologies in older adults.

10.
J Clin Rheumatol ; 29(6): 262-267, 2023 Sep 01.
Article in English | MEDLINE | ID: mdl-37092898

ABSTRACT

BACKGROUND/OBJECTIVES: The prevalence of chronic pain is high in patients with rheumatoid arthritis (RA), increasing the risk for opioid use. The objective of this study was to assess disease-modifying antirheumatic drug (DMARD) use and its effect on long-term opioid use in patients with RA. METHODS: This cohort study included Medicare beneficiaries with diagnosis of RA who received at least 30-day consecutive prescription of opioids in 2017 (n = 23,608). The patients were grouped into non-DMARD and DMARD users, who were further subdivided into regimens set forth by the American College of Rheumatology. The outcome measured was long-term opioid use in 2018 defined as at least 90-day consecutive prescription of opioids. Dose and duration of opioid use were also assessed. A multivariable model identifying factors associated with non-DMARD use was also performed. RESULTS: Compared with non-DMARD users, the odds of long-term opioid use were significantly lower among DMARD users (odds ratio, 0.89; 95% confidence interval, 0.83-0.95). All regimens except non-tumor necrosis factor biologic + methotrexate were associated with lower odds of long-term opioid use relative to non-DMARD users. The mean total morphine milligram equivalent, morphine milligram equivalent per day, and total days of opioid use were lower among DMARD users compared with non-DMARD users. Older age, male sex, Black race, psychiatric and medical comorbidities, and not being seen by a rheumatologist were significantly associated with non-DMARD use. CONCLUSION: Disease-modifying antirheumatic drug use was associated with lower odds of long-term opioid use among RA patients with baseline opioid prescription. Factors associated with non-DMARD use represent a window of opportunity for intervention to improve pain-related quality of life in patients living with RA.


Subject(s)
Antirheumatic Agents , Arthritis, Rheumatoid , Humans , Male , Aged , United States/epidemiology , Antirheumatic Agents/adverse effects , Analgesics, Opioid/therapeutic use , Cohort Studies , Quality of Life , Medicare , Arthritis, Rheumatoid/drug therapy , Arthritis, Rheumatoid/epidemiology , Morphine Derivatives/therapeutic use
11.
Prev Med ; 164: 107331, 2022 11.
Article in English | MEDLINE | ID: mdl-36334680

ABSTRACT

Fall-related injuries contribute to increased frailty, disability, and premature death in older adults (≥65 years). The US Centers for Medicare and Medicaid Services began reimbursing annual wellness visits (AWVs) in 2011. In the present study, we assessed the effect of AWV receipt in 2017 on fall and fracture prevention through December 31, 2018. Using Texas Medicare data for 2014-2018, we identified cohorts of Medicare beneficiaries ≥68 years, matched for the presence/absence of an AWV in 2017 by propensity score, and observed two outcomes: fracture as a primary diagnosis, and fall occurrences. Rates of each outcome were estimated using the Kaplan-Meier method. Of the 2017 beneficiaries, 32.2% received an AWV. For the 742,494 beneficiaries in the matched cohort, conditional Cox proportional hazards models revealed that receiving an AWV in 2017 was associated with reduced risks for future falls (3.9%) and fractures (4%). The effect of the AWV was stronger on fall reduction in rural residents (HR: 0.799; 95% CI: 0.679 to 0.941) and on fracture reduction in beneficiaries with ≥4 morbidities (HR: 0.918; 95% CI: 0.867 to 0.972). Receipt of an AWV in three consecutive years (2015-2017) further lowered the risk of future falls. We conclude that the risks for future falls/fractures are lower in older adults receiving AWVs. Our study underscores the need for expanded public education programs that raise awareness about AWVs and the potential for AWV data to inform fall prevention interventions and other health promotion practices.


Subject(s)
Accidental Falls , Frailty , Aged , United States , Humans , Accidental Falls/prevention & control , Texas/epidemiology , Medicare , Health Promotion
12.
J Nurs Care Qual ; 37(1): 6-13, 2022.
Article in English | MEDLINE | ID: mdl-34483310

ABSTRACT

BACKGROUND: The American Geriatrics Society regularly updates the Beers Criteria for Potentially Inappropriate Medication (PIM) to improve prescribing safety. PURPOSE: This study assessed the impact of nurse practitioner (NP) practices on PIM prescribing across states in the United States and compared the change in PIM prescribing rates between 2016 and 2018. METHODS: We used data from a random selection of 20% of Medicare beneficiaries (66 years or older) from 2015 to 2018 to perform multilevel logistic regression. A PIM prescription was classified as initial or refill on the basis of medication history 1 year before a visit. PIM use after an outpatient visit was the primary study outcome. RESULTS: We included 9 000 224 visits in 2016 and 9 310 261 in 2018. The PIM prescription rate was lower in states with full NP practice and lower among NPs than among physicians; these rates for both physicians and NPs decreased from 2016 to 2018. CONCLUSIONS: Changes could be due to individual state practices.


Subject(s)
Nurse Practitioners , Physicians , Aged , Humans , Inappropriate Prescribing , Medicare , Potentially Inappropriate Medication List , United States
13.
Arch Phys Med Rehabil ; 102(7): 1257-1266, 2021 07.
Article in English | MEDLINE | ID: mdl-33617862

ABSTRACT

OBJECTIVE: To establish whether nonpharmacologic interventions, such as occupational and physical therapy, were associated with a shorter duration of prescription opioid use after hip or knee arthroplasty. DESIGN: This retrospective cohort study used data from a national 5% Medicare sample database between January 1, 2010 and December 31, 2015. SETTING: Home health or outpatient. PARTICIPANTS: Adults 66 years or older with an inpatient total hip (n=4272) or knee (n=9796) arthroplasty (N=14,068). INTERVENTIONS: We dichotomized patients according to whether they had received any nonpharmacologic pain intervention within 1 year after hospital discharge (eg, occupational or physical therapy evaluation). Using Cox proportional hazards, we treated exposure to nonpharmacologic interventions as time dependent to determine if skilled therapy was associated with duration of opioid use. MAIN OUTCOME MEASURES: Duration of prescription opioid use. RESULTS: Median time to begin nonpharmacologic interventions was 91 days (95% confidence interval [CI], 74-118d) for hip and 27 days (95% CI, 27-28d) for knee arthroplasty. Median time to discontinue prescription opioids was 16 days (hip: 95% CI, 15-16d) and 30 days (knee: 95% CI, 29-31d). Nonpharmacologic interventions delivered with home health increased the likelihood of discontinuing opioids after hip (hazard ratio [HR], 1.15; 95% CI, 1.01-1.30) and knee (HR, 1.10; 95% CI, 1.03-1.17) arthroplasty. A sensitivity analysis found these estimates to be robust and conservative. CONCLUSIONS: Occupational and physical therapy with home health was associated with a shorter duration of prescription opioid use after hip and knee arthroplasty. Occupational and physical therapy can address pain and sociobehavioral factors associated with postsurgical opioid use.


Subject(s)
Analgesics, Opioid/administration & dosage , Arthroplasty, Replacement, Hip/rehabilitation , Arthroplasty, Replacement, Knee/rehabilitation , Occupational Therapy , Pain Management/methods , Pain, Postoperative/drug therapy , Physical Therapy Modalities , Aged , Aged, 80 and over , Cohort Studies , Female , Humans , Male , Medicare , Practice Patterns, Physicians' , Retrospective Studies , United States
14.
Oncologist ; 25(4): 281-289, 2020 04.
Article in English | MEDLINE | ID: mdl-32297437

ABSTRACT

BACKGROUND: Given concerns about suboptimal pain management for actively treated cancer patients following the 2014 federal reclassification of hydrocodone, we examined changes in patterns of opioid prescribing among surgical breast cancer patients. MATERIALS AND METHODS: Data from a large nationally representative commercial health insurance program from 2009 to 2017 were used to identify women aged 18 years and older who were diagnosed with carcinoma in-situ or malignant breast cancer and received breast-conserving surgery or mastectomy from 2010 to 2016. Generalized linear mixed models were used to estimate the adjusted odds ratio (aOR) for receipt of ≥1-day, >30-day, or ≥ 90-day supply of opioids in the 12 months following surgery adjusting for demographics, cancer treatment-related characteristics, and preoperative opioid use. RESULTS: A total of 60,080 patients were included in the study. Surgically treated breast cancer patients in 2015 (aOR = 0.90, 0.84-0.97) and 2016 (aOR = 0.80, 0.74-0.86) were less likely to receive ≥1-day supply of opioid prescriptions when compared with patients in 2013. Patients who had surgery in 2015 (aOR = 0.89, 0.81-0.98) and 2016 (aOR = 0.80, 0.73-0.87) were also less likely to receive >30-day supply of prescription opioids in the 12 months following surgery. However, only surgical breast cancer patients in 2016 were less likely to receive ≥90-day supply (aOR = 0.86, 0.76-0.98). CONCLUSION: Surgically treated breast cancer patients are less likely to receive short- and long-term opioid prescriptions following the implementation of hydrocodone rescheduling. Further studies on the potential impact of federal policy on cancer patient pain management are needed. IMPLICATIONS FOR PRACTICE: Clinicians and researchers with diverse perspectives should be included as stakeholders during policy development for restricting opioid prescriptions. Stakeholders can identify potential unintended consequences early and help identify methods to mitigate concerns, specifically as it relates to policy that influences how providers manage pain for actively treated cancer patients. This work shows how federal policy may have led to declines in opioid prescribing for breast cancer patients who underwent mastectomy or breast-conserving surgery.


Subject(s)
Analgesics, Opioid , Breast Neoplasms , Analgesics, Opioid/therapeutic use , Breast Neoplasms/drug therapy , Breast Neoplasms/surgery , Drug Prescriptions , Female , Humans , Hydrocodone/therapeutic use , Mastectomy , Mastectomy, Segmental , Practice Patterns, Physicians'
15.
J Gen Intern Med ; 35(9): 2584-2592, 2020 09.
Article in English | MEDLINE | ID: mdl-32333312

ABSTRACT

BACKGROUND: Prescription opioid overprescribing is a focal point for legislators, but little is known about opioid prescribing patterns of primary care nurse practitioners (NPs) and physician assistants (PAs). OBJECTIVE: To identify prescription opioid overprescribers by comparing prescribing patterns of primary care physicians (MDs), nurse practitioners (NPs), and physician assistants (PAs). DESIGN: Retrospective, cross-sectional analysis of Medicare Part D enrollee prescription data. PARTICIPANTS: Twenty percent national sample of 2015 Medicare Part D enrollees. MAIN MEASURES: We identified potential opioid overprescribing as providers who met at least one of the following: (1) prescribed any opioid to > 50% of patients, (2) prescribed ≥ 100 morphine milligram equivalents (MME)/day to > 10% of patients, or (3) prescribed an opioid > 90 days to > 20% of patients. KEY RESULTS: Among 222,689 primary care providers, 3.8% of MDs, 8.0% of NPs, and 9.8% of PAs met at least one definition of overprescribing. 1.3% of MDs, 6.3% of NPs, and 8.8% of PAs prescribed an opioid to at least 50% of patients. NPs/PAs practicing in states with independent prescription authority were > 20 times more likely to overprescribe opioids than NPs/PAs in prescription-restricted states. CONCLUSIONS: Most NPs/PAs prescribed opioids in a pattern similar to MDs, but NPs/PAs had more outliers who prescribed high-frequency, high-dose opioids than did MDs. Efforts to reduce opioid overprescribing should include targeted provider education, risk stratification, and state legislation.


Subject(s)
Nurse Practitioners , Physician Assistants , Aged , Analgesics, Opioid , Cross-Sectional Studies , Humans , Medicare , Practice Patterns, Physicians' , Primary Health Care , Retrospective Studies , United States/epidemiology
16.
Am J Epidemiol ; 188(1): 119-129, 2019 01 01.
Article in English | MEDLINE | ID: mdl-30202897

ABSTRACT

Research suggests that the prevalence and incidence of cognitive impairment among older adults is decreasing. This analysis used data from 9 waves (1993-2016) of the Hispanic Established Populations for the Epidemiologic Study of the Elderly to assess cognitive status and cognitive decline for 2 cohorts of Mexican-Americans aged ≥75 years in 1993-1994 versus 2004-2005. Logistic regression, joint longitudinal survival models, and illness-death models for interval-censored data were used to examine cohort differences in the odds of prevalent cognitive impairment, trajectories of cognitive decline, and the risk of 10-year incident cognitive impairment, respectively. Results indicated that compared with the 1993-1994 cohort, the 2004-2005 cohort had higher odds for prevalent cognitive impairment (odds ratio = 2.51, 95% confidence interval (CI): 1.92, 3.29), particularly among participants with <4 years of education (odds ratio = 2.99, 95% CI: 2.14, 4.18). Conversely, the 2004-2005 cohort exhibited significantly slower rates of cognitive decline (߈ = 0.50, 95% CI: 0.39, 0.62) and had a significantly lower risk of incident cognitive impairment (hazard ratio = 0.75, 95% CI: 0.62, 0.91) compared with the 1993-1994 cohort. This analysis provides mixed results for cohort trends in the cognitive health of older Mexican-Americans. Continued research is needed to identify risk factors that contribute to these population-level trends.


Subject(s)
Cognitive Dysfunction/ethnology , Mexican Americans/statistics & numerical data , Aged , Aged, 80 and over , Comorbidity , Educational Status , Female , Humans , Logistic Models , Longitudinal Studies , Male , Mental Status and Dementia Tests , Prevalence , Risk Factors , Socioeconomic Factors , United States/epidemiology
17.
Med Care ; 57(11): 905-912, 2019 11.
Article in English | MEDLINE | ID: mdl-31568165

ABSTRACT

BACKGROUND: It is unclear whether Medicare data can be used to identify type and degree of collaboration between primary care providers (PCPs) [medical doctors (MDs), nurse practitioners, and physician assistants] in a team care model. METHODS: We surveyed 63 primary care practices in Texas and linked the survey results to 2015 100% Medicare data. We identified PCP dyads of 2 providers in Medicare data and compared the results to those from our survey. Sensitivity, specificity, and positive predictive value (PPV) of dyads in Medicare data at different threshold numbers of shared patients were reported. We also identified PCPs who work in the same practice by Social Network Analysis (SNA) of Medicare data and compared the results to the surveys. RESULTS: With a cutoff of sharing at least 30 patients, the sensitivity of identifying dyads was 27.8%, specificity was 91.7%, and PPV 72.2%. The PPV was higher for MD-nurse practitioner/physician assistant pairs (84.4%) than for MD-MD pairs (61.5%). At the same cutoff, 90% of PCPs identified in a practice from the survey were also identified by SNA in the corresponding practice. In 5 of 8 surveyed practices with at least 3 PCPs, about ≤20% PCPs identified in the practices by SNA of Medicare data were not identified in the survey. CONCLUSIONS: Medicare data can be used to identify shared care with low sensitivity and high PPV. Community discovery from Medicare data provided good agreement in identifying members of practices. Adapting network analyses in different contexts needs more validation studies.


Subject(s)
Delivery of Health Care/statistics & numerical data , Medicare/statistics & numerical data , Patient Care Team/statistics & numerical data , Primary Health Care/statistics & numerical data , Data Interpretation, Statistical , Delivery of Health Care/methods , Humans , Intersectoral Collaboration , Nurse Practitioners/statistics & numerical data , Physician Assistants/statistics & numerical data , Physicians, Primary Care/statistics & numerical data , Primary Health Care/methods , Texas , United States
18.
Prev Med ; 125: 62-68, 2019 08.
Article in English | MEDLINE | ID: mdl-31125629

ABSTRACT

We examine the association between opioid prescription patterns in privately insured adults and changes in state cannabis laws among five age groups (18-25, 26-35 36-45, 46-55 and 56-64 years). Using the 2016 Clinformatics Data Mart, a nationwide commercial health insurance database, we performed a cross-sectional analysis of two types of opioid prescribing (>30-day and >90-day prescriptions) among all adults aged 18-64 based on the stringency of cannabis laws. We found a significant interaction between age and cannabis law on opioid prescriptions. Age-stratified multilevel multivariable analyses showed lower opioid prescription rates in the four younger age groups only in states with medical cannabis laws, when considering both >30 day and >90 day opioid use [>30 day adjusted odds ratio (aOR) = 0.56, in 18-25, aOR = 0.67 in 26-35, aOR = 0.67 in 36-45, and aOR = 0.76 in 46-54 years; >90 day aOR = 0.56, in 18-25, aOR = 0.68 in 26-35, aOR = 0.69 in 36-45, and aOR = 0.77 in 46-54 years, P < 0.0001 for all]. This association was not significant in the oldest age group of 55-64 years. There was no significant association between opioid prescriptions and other categories of cannabis laws (recreational use and decriminalization) in any of the age groups studied.


Subject(s)
Analgesics, Opioid/therapeutic use , Insurance, Health , Legislation, Drug/trends , Medical Marijuana , Practice Patterns, Physicians'/statistics & numerical data , Private Sector , Adolescent , Adult , Age Factors , Cross-Sectional Studies , Female , Humans , Male , Middle Aged , Practice Patterns, Physicians'/trends , Retrospective Studies , United States
19.
Aging Ment Health ; 23(10): 1405-1412, 2019 10.
Article in English | MEDLINE | ID: mdl-30472880

ABSTRACT

Objectives: Impaired cognition and pre-frailty are associated with poor health outcomes. However, research has not examined the combined impact of cognitive impairment and pre-frailty on future frailty and mortality among older Mexican Americans. Methods: Data for this analysis came from the 2006-2007 and 2010-2011 waves of the Hispanic EPESE. The final sample included 639 Mexican Americans aged ≥77 years who were non-frail or pre-frail in 2006-2007. Frailty measure included weight loss, exhaustion, weakness, and slow walking speed. Participants were classified as non-frail (0 criteria) and pre-frail (1 criterion) at baseline. Cognitive impairment was defined as <21 points on the MMSE. At baseline, participants were grouped as: cognitively intact non-frail, cognitively intact pre-frail, cognitively impaired non-frail, and cognitively impaired pre-frail. Logistic and hazard regression models were used to evaluate the odds of being frail in 2010-2011 and risk for 10-year mortality. Results: Cognitively impaired pre-frail participants were more likely to become frail (OR = 4.82, 95% CI = 2.02-11.42) and deceased (HR = 1.99, 95% CI = 1.42-2.78). Cognitively impaired non-frail participants had significantly higher risk for mortality (HR = 1.55, 95% CI = 1.12-2.19) but not frailty (OR = 1.29, 95% CI = 0.50-3.11). Being cognitively intact and pre-frail at baseline was not significantly associated with being frail at follow-up (OR = 1.62, 95% CI = 0.83-3.19) or mortality (HR = 1.29, 95% CI = 0.97-1.71). Conclusions: Comorbid cognitive impairment and pre-frailty is associated with future frailty and mortality in older Mexican Americans. Screening for cognitive impairment may be effective for identifying pre-frail Mexican Americans who are at the highest risk of frailty and mortality.


Subject(s)
Cognitive Dysfunction/epidemiology , Frail Elderly/statistics & numerical data , Frailty/epidemiology , Mexican Americans/statistics & numerical data , Aged , Aged, 80 and over , Comorbidity , Female , Humans , Longitudinal Studies , Male , Mortality , Risk Assessment , United States/epidemiology
20.
J Card Fail ; 24(1): 9-18, 2018 01.
Article in English | MEDLINE | ID: mdl-28870732

ABSTRACT

BACKGROUND: Having nurse practitioners (NPs) as primary care providers for patients with congestive heart failure (CHF) is 1 way to address the growing shortage of primary care physicians (PCPs). METHODS AND RESULTS: We used inverse probability of treatment weighted with propensity score to examine the processes and outcomes of care for patients under 3 care models. Approximately 72.9%, 0.8%, and 26.3% of CHF patients received care under the PCP model, the NP model, and the shared care model, respectively. Patients under the NP or shared care models were more likely than those under the PCP model to be referred to cardiologists (odds ratio 1.35, 95% confidence interval 1.32-1.37; odds ratio 1.32, 95% confidence interval 1.30-1.35) and to get guideline-recommended medications. NPs and PCPs had similar rates of emergency room (ER) visits and Medicare spending after adjusting for processes of care. Patients under the shared care model had a higher burden of comorbidity and experienced a higher rate of ER visits and hospitalizations than those under the PCP model. CONCLUSION: The delivery of CHF care mirrors the severity of comorbidity in these patients. The high rate of hospitalization and ER visits in the shared care model underscores the need to design and implement more effective chronic disease management and integrated care programs.


Subject(s)
Disease Management , Heart Failure/therapy , Models, Organizational , Primary Health Care/organization & administration , Aged , Aged, 80 and over , Female , Humans , Male , Prognosis , Propensity Score , United States
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