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1.
J Health Econ Outcomes Res ; 9(2): 47-56, 2022.
Article in English | MEDLINE | ID: mdl-36060224

ABSTRACT

Background: While prior research has shown that patients with osteoarthritis (OA) who are prescribed opioids have higher rates of falls and fractures following drug initiation, there is a limited body of work establishing a comprehensive model of factors that influence the risk of falls or fractures among these patients. Objective: Opioids are associated with negative clinical outcomes, including increased risk of falls and fractures. This study assessed the frequency, treatment characteristics, and risk factors associated with falls or fractures among patients with OA taking opioids. Methods: Optum Healthcare Solutions, Inc data (January 2012-March 2017) were used to identify patients over 18 with at least 2 diagnoses of hip and/or knee OA, and at least 90 days' supply of opioids. Patients with cancer were excluded. Falls or fractures outcomes were assessed in the 36-month follow-up period after the date of the first opioid prescription after first OA diagnosis. Demographic, treatment, and clinical characteristics associated with falls or fractures were assessed using logistic regression. Results: Of 16 663 patients meeting inclusion criteria, 3886 (23%) had at least 1 fall or fracture during follow-up. Of these 3886 patients, 1349 (35%) had at least 1 fall with an average of 3 fall claims, and 3299 (85%) patients had at least 1 fracture with an average of 8 claims during follow-up. Spine (15.8%) and hip (12.5%) fractures were most common. Median time to fall or fracture was 18.6 and 13.9 months, respectively. Significant (P<.05) risk factors associated with at least 1 fall or fracture during the follow-up period included alcohol use (odds ratio [OR], 3.41), history of falling (OR, 2.19), non-tramadol opioid use (OR, 1.31), age (OR, 1.03), benzodiazepine use (OR, 1.21), and at least 1 osteoporosis diagnosis (OR, 2.06). Discussion: This study is among only a few that clearly identifies the substantial impact and frequency of falls and fractures associated with prescribing non-tramadol opioids to patients with OA. Findings suggest that fall or fracture risks need to be considered when managing OA pain with opioids. Conclusion: Falls and fractures impose a major clinical burden on patients prescribed opioids for OA-related pain management. Falls or fracture risks should be an important consideration in the ongoing treatment of patients with OA.

2.
J Occup Environ Med ; 64(8): 699-706, 2022 08 01.
Article in English | MEDLINE | ID: mdl-35732028

ABSTRACT

INTRODUCTION: This study estimated all-cause health care resource utilization (HRU) and costs and work loss outcomes associated with pain management of employed patients with osteoarthritis of the hip and/or knee. METHODS: Optum Health Care Solutions data were analyzed for employed patients prescribed nonsteroidal anti-inflammatory drugs, tramadol, or nontramadol opioids following diagnoses of osteoarthritis of the hip and/or knee. A pre-post design was used to evaluate changes in all-cause HRU and costs, and work loss days and associated costs. RESULTS: Costs rose for patients in all three cohorts (up to 198.3% for health care costs [tramadol] and up to 178.7% for work loss costs [tramadol]). Greatest increases in all-cause HRU included inpatient visits (237.9% [nonsteroidal anti-inflammatory drugs]; 600% [tramadol]). CONCLUSIONS: Study results provide evidence of increases in all-cause HRU and costs and work loss days and associated costs.


Subject(s)
Osteoarthritis, Hip , Tramadol , Analgesics, Opioid , Anti-Inflammatory Agents, Non-Steroidal/therapeutic use , Health Care Costs , Humans , Osteoarthritis, Hip/drug therapy , Retrospective Studies , Tramadol/therapeutic use
3.
Stroke ; 49(4): 1021-1023, 2018 04.
Article in English | MEDLINE | ID: mdl-29491140

ABSTRACT

BACKGROUND AND PURPOSE: We evaluated the impact of a primary stroke center (PSC) destination policy in a major metropolitan city and used geographic modeling to evaluate expected changes for a comprehensive stroke center policy. METHODS: We identified suspected stroke emergency medical services encounters from 1/1/2004 to 12/31/2013 in Philadelphia, PA. Transport times were compared before and after initiation of a PSC destination policy on 10/3/2011. Geographic modeling estimated the impact of bypassing the closest hospital for the closest PSC and for the closest comprehensive stroke center. RESULTS: There were 2 326 943 emergency medical services runs during the study period, of which 15 099 had a provider diagnosis of stroke. Bypassing the closest hospital for a PSC was common before the official policy and increased steadily over time. Geographic modeling suggested that bypassing the closest hospital in favor of the closest PSC adds a median of 3.1 minutes to transport time. Bypassing to the closest comprehensive stroke center would add a median of 8.3 minutes. CONCLUSIONS: Within a large metropolitan area, the time cost of routing patients preferentially to PSCs and comprehensive stroke centers is low.


Subject(s)
Emergency Medical Services , Stroke/therapy , Transportation of Patients/methods , Cross-Sectional Studies , Geographic Mapping , Health Policy , Hospital Planning , Hospitals, Urban , Humans , Philadelphia , Time Factors , Time-to-Treatment
4.
J Emerg Med ; 54(4): 487-499.e6, 2018 04.
Article in English | MEDLINE | ID: mdl-29501219

ABSTRACT

BACKGROUND: The optimal approach to prehospital care of trauma patients is controversial, and thought to require balancing advanced field interventions with rapid transport to definitive care. OBJECTIVE: We sought principally to examine any association between the amount of prehospital IV fluid (IVF) administered and mortality. METHODS: We conducted a retrospective cohort analysis of trauma registry data patients who sustained penetrating trauma between January 2008 and February 2011, as identified in the Pennsylvania Trauma Systems Foundation registry with corresponding prehospital records from the Philadelphia Fire Department. Analyses were conducted with logistic regression models and instrumental variable analysis, adjusted for injury severity using scene vital signs before the intervention was delivered. RESULTS: There were 1966 patients identified. Overall mortality was 22.60%. Approximately two-thirds received fluids and one-third did not. Both cohorts had similar Trauma and Injury Severity Score-predicted mortality. Mortality was similar in those who received IVF (23.43%) and those who did not (21.30%) (p = 0.212). Patients who received IVF had longer mean scene times (10.82 min) than those who did not (9.18 min) (p < 0.0001), although call times were similar in those who received IVF (24.14 min) and those who did not (23.83 min) (p = 0.637). Adjusted analysis of 1722 patients demonstrated no benefit or harm associated with prehospital fluid (odds ratio [OR] 0.905, 95% confidence interval [CI] 0.47-1.75). Instrumental variable analysis utilizing variations in use of IVF across different Emergency Medical Services (EMS) units also found no association between the unit's percentage of patients that were provided fluids and mortality (OR 1.02, 95% CI 0.96-1.08). CONCLUSIONS: We found no significant difference in mortality or EMS call time between patients who did or did not receive prehospital IVF after penetrating trauma.


Subject(s)
Emergency Medical Services/standards , Fluid Therapy/standards , Resuscitation/methods , Wounds, Penetrating/therapy , Adolescent , Adult , Aged , Emergency Medical Services/trends , Female , Fluid Therapy/methods , Fluid Therapy/trends , Hemodynamics/physiology , Humans , Injury Severity Score , Male , Middle Aged , Odds Ratio , Philadelphia , Registries/statistics & numerical data , Resuscitation/trends , Wounds, Penetrating/mortality
5.
Front Neurol ; 8: 466, 2017.
Article in English | MEDLINE | ID: mdl-28959230

ABSTRACT

BACKGROUND: Accurate recognition of stroke symptoms by Emergency Medical Services (EMS) is necessary for timely care of acute stroke patients. We assessed the accuracy of stroke diagnosis by EMS in clinical practice in a major US city. METHODS AND RESULTS: Philadelphia Fire Department data were merged with data from a single comprehensive stroke center to identify patients diagnosed with stroke or TIA from 9/2009 to 10/2012. Sensitivity and positive predictive value (PPV) were calculated. Multivariable logistic regression identified variables associated with correct EMS diagnosis. There were 709 total cases, with 400 having a discharge diagnosis of stroke or TIA. EMS crew sensitivity was 57.5% and PPV was 69.1%. EMS crew identified 80.2% of strokes with National Institutes of Health Stroke Scale (NIHSS) ≥5 and symptom duration <6 h. In a multivariable model, correct EMS crew diagnosis was positively associated with NIHSS (NIHSS 5-9, OR 2.62, 95% CI 1.41-4.89; NIHSS ≥10, OR 4.56, 95% CI 2.29-9.09) and weakness (OR 2.28, 95% CI 1.35-3.85), and negatively associated with symptom duration >270 min (OR 0.41, 95% CI 0.25-0.68). EMS dispatchers identified 90 stroke cases that the EMS crew missed. EMS dispatcher or crew identified stroke with sensitivity of 80% and PPV of 50.9%, and EMS dispatcher or crew identified 90.5% of patients with NIHSS ≥5 and symptom duration <6 h. CONCLUSION: Prehospital diagnosis of stroke has limited sensitivity, resulting in a high proportion of missed stroke cases. Dispatchers identified many strokes that EMS crews did not. Incorporating EMS dispatcher impression into regional protocols may maximize the effectiveness of hospital destination selection and pre-notification.

6.
Health Econ ; 26(12): 1759-1766, 2017 12.
Article in English | MEDLINE | ID: mdl-28370758

ABSTRACT

The U.S. health care system is undergoing significant changes. Two prominent shifts include millions added to Medicaid and greater integration and consolidation among firms. We empirically assess if these two industry trends may have implications for each other. Using experimentally derived ("secret shopper") data on primary care physicians' real-world behavior, we observe their willingness to accept new privately insured and Medicaid patients across 10 states. We combine this measure of patient acceptance with detailed information on physician and commercial insurer market structure and show that insurer and provider concentration are each positively associated with relative improvements in appointment availability for Medicaid patients. The former is consistent with a smaller price discrepancy between commercial and Medicaid patients and suggests a beneficial spillover from greater insurer market power. The findings for physician concentration do not align with a simple price bargaining explanation but do appear driven by physician firms that are not vertically integrated with a health system. These same firms also tend to rely more on nonphysician clinical staff.


Subject(s)
Health Services Accessibility , Medicaid , Databases, Factual , Health Services Accessibility/statistics & numerical data , Humans , Insurance Coverage , United States
7.
Resuscitation ; 115: 17-22, 2017 06.
Article in English | MEDLINE | ID: mdl-28343957

ABSTRACT

BACKGROUND: Wide variation in out-of-hospital cardiac arrest (OHCA) survival has been reported, with low survival in urban settings. We sought to describe the epidemiology of OHCA in Philadelphia, Pennsylvania, the fifth largest U.S. city, and identify potential areas for targeted interventions to improve survival. METHODS AND RESULTS: Retrospective chart review of adult, non-traumatic, OHCA occurring in Philadelphia between 2008 and 2012. We determined incidence and epidemiological factors including: demographics, initial cardiac rhythm, bystander cardiopulmonary resuscitation, automated external defibrillator use, return of spontaneous circulation and 30-day survival. 5198 cases of adult, non-traumatic OHCA were identified. The incidence was 81.5/100,000. The majority of cases occurred in a residence (76.2%); 30.4% were witnessed events; the initial cardiac rhythm was pulseless ventricular tachycardia or ventricular fibrillation in 6.2% of cases, pulseless electrical activity in 21.0%, asystole in 38.3% and was unknown or undocumented in the remaining 34.5%. Multivariate logistic regression analysis demonstrated increased 30-day survival with younger age, shockable cardiac rhythms, and daytime arrest. 30-day survival was 8.1% for EMS-assessed patients and 8.6% for EMS-transported patients. CONCLUSIONS: Philadelphia's reported incidence is consistent with urban settings although the survival rate is higher than other urban centers.


Subject(s)
Cardiopulmonary Resuscitation/statistics & numerical data , Out-of-Hospital Cardiac Arrest/mortality , Age Factors , Aged , Cardiopulmonary Resuscitation/mortality , Defibrillators/statistics & numerical data , Emergency Medical Services/statistics & numerical data , Female , Humans , Incidence , Male , Middle Aged , Multivariate Analysis , Outcome Assessment, Health Care , Philadelphia/epidemiology , Retrospective Studies , Time Factors , Urban Population
8.
Health Aff (Millwood) ; 35(8): 1382-90, 2016 08 01.
Article in English | MEDLINE | ID: mdl-27503961

ABSTRACT

Early evidence suggested that accountable care organizations (ACOs) could improve health care quality while constraining costs, and ACOs are expanding throughout the United States. However, if disadvantaged patients have unequal access to physicians who participate in ACOs, that expansion may exacerbate health care disparities. We examined the relationship between physicians' participation in both Medicare and commercial ACOs across the country and the sociodemographic characteristics of their likely patient populations. Physicians' participation in ACOs varied widely across hospital referral regions, from nearly 0 percent to over 85 percent. After we adjusted for individual physician and practice characteristics, we found that physicians who practiced in ZIP Code Tabulation Areas where a higher percentage of the population was black, living in poverty, uninsured, or disabled or had less than a high school education-compared to other areas-had significantly lower rates of ACO participation than other physicians. Our findings suggest that vulnerable populations' access to physicians participating in ACOs may not be as great as access for other groups, which could exacerbate existing disparities in health care quality.


Subject(s)
Accountable Care Organizations/statistics & numerical data , Health Care Surveys , Healthcare Disparities , Medicare/statistics & numerical data , Practice Patterns, Physicians'/economics , Accountable Care Organizations/economics , Female , Humans , Linear Models , Male , Multivariate Analysis , Outcome Assessment, Health Care , Poverty , Socioeconomic Factors , Surveys and Questionnaires , United States , Vulnerable Populations/statistics & numerical data
9.
Prehosp Emerg Care ; 20(6): 729-736, 2016.
Article in English | MEDLINE | ID: mdl-27246289

ABSTRACT

OBJECTIVE: Hospital arrival via Emergency Medical Services (EMS) and EMS prenotification are associated with faster evaluation and treatment of stroke. We sought to determine the impact of diagnostic accuracy by prehospital providers on emergency department quality measures. METHODS: A retrospective study was performed of patients presenting via EMS between September 2009 and December 2012 with a discharge diagnosis of transient ischemic attack (TIA), ischemic stroke (IS), or intracerebral hemorrhage (ICH). Hospital and EMS databases were used to determine EMS impression, prehospital and in-hospital time intervals, EMS prenotification, NIH stroke scale (NIHSS), symptom duration, and thrombolysis rate. RESULTS: 399 cases were identified: 14.5% TIA, 67.2% IS, and 18.3% ICH. EMS providers correctly recognized 57.6% of cases. Compared to cases missed by EMS, correctly recognized cases had longer median on-scene time (17 vs. 15 min, p = 0.01) but shorter transport times (12 vs. 15 min, p = 0.001). Cases correctly recognized by EMS were associated with shorter door-to-physician time (4 vs. 11 min, p < 0.001) and shorter door-to-CT time (23 vs. 48 min, p < 0.001). These findings were independent of age, NIHSS, symptom duration, and EMS prenotification. Patients with ischemic stroke correctly recognized by EMS were more likely to receive thrombolytic therapy, independent of age, NIHSS, symptom duration both with and without prenotification. CONCLUSION: Recognition of stroke by EMS providers was independently associated with faster door-to-physician time, faster door-to-CT time, and greater odds of receiving thrombolysis. Quality initiatives to improve EMS recognition of stroke have the potential to improve hospital-based quality of stroke care.


Subject(s)
Emergency Medical Services/statistics & numerical data , Emergency Service, Hospital/standards , Stroke/diagnosis , Aged , Cohort Studies , Databases, Factual , Emergency Medical Services/standards , Female , Humans , Male , Middle Aged , Retrospective Studies , Stroke/drug therapy , Thrombolytic Therapy/statistics & numerical data
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