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1.
Cardiol Young ; 28(5): 725-729, 2018 May.
Article in English | MEDLINE | ID: mdl-29506589

ABSTRACT

IntroductionNewborn atrial flutter can be treated by medications, pacing, or direct current cardioversion. The purpose is to compare the cost-effectiveness of digoxin, pacing, and direct current cardioversion for the treatment of atrial flutter in neonates.Materials and methodsA decision tree model was developed comparing the efficacy and cost of digoxin, pacing, and direct current cardioversion based on a meta-analysis of published studies of success rates of cardioversion of neonatal atrial flutter (age<2 months). Patients who failed initial attempt at cardioversion progressed to the next methodology until successful. Data were analysed to assess the cost-effectiveness of these methods with cost estimates obtained from 2015 Medicare reimbursement rates. RESULTS: The cost analysis for cardioversion of atrial flutter found the most efficient method to be direct current cardioversion at a cost of $10 304, pacing was next at $11 086, and the least cost-effective was digoxin at $14 374. The majority of additional cost, regardless of method, was from additional neonatal ICU day either owing to digoxin loading or failure to covert. Direct current cardioversion remains the most cost-effective strategy by sensitivity analyses performed on pacing conversion rate and the cost of the neonatal ICU/day. Direct current cardioversion remains cost-effective until the assumed conversion rate is below 64.6%. CONCLUSION: The most cost-efficient method of cardioverting a neonate with atrial flutter is direct current cardioversion. It has the highest success rates based on the meta-analysis, shorter length of stay in the neonatal ICU owing to its success, and results in cost-savings ranging from $800 to $4000 when compared with alternative approaches.


Subject(s)
Atrial Flutter/therapy , Cardiac Pacing, Artificial/economics , Cost of Illness , Digoxin/therapeutic use , Electric Countershock/economics , Anti-Arrhythmia Agents/economics , Anti-Arrhythmia Agents/therapeutic use , Atrial Flutter/economics , Cost-Benefit Analysis , Digoxin/economics , Humans , Infant, Newborn
2.
Arch Cardiovasc Dis ; 103(5): 281-4, 2010 May.
Article in English | MEDLINE | ID: mdl-20619237

ABSTRACT

Digoxin therapy is used to treat heart failure patients for more than 200 years. However, absence of effect on overall mortality found in the DIG study associated with frequent adverse effects due to overdosing in elderly patients with impaired renal function finally persuaded medical opinion to the weak interest of digoxin in chronic heart failure. Its image of old-fashioned drug in the mind of young cardiology generations appears widely distorted, and suffers from the absence of promotion by pharmaceutical industry, given a very low cost and a rapid arrival onto the generic market. Yet, regarding strict data from the literature, it remains a lot of positive factors in favor of the interest for digoxin: reduction of morbidity, reduction of mortality at low serum concentration <1.0 ng/ml, very low cost with favorable cost-effectiveness ratio. This article challenges some arguments for defending digoxin as another first-line therapy as well as ACE inhibitors and beta-blockers in the treatment of chronic heart failure.


Subject(s)
Cardiotonic Agents/therapeutic use , Digoxin/therapeutic use , Heart Failure/drug therapy , Adrenergic beta-Antagonists/therapeutic use , Angiotensin-Converting Enzyme Inhibitors/therapeutic use , Cardiotonic Agents/adverse effects , Cardiotonic Agents/economics , Cost-Benefit Analysis , Digoxin/adverse effects , Digoxin/economics , Drug Costs , Drug Therapy, Combination , Evidence-Based Medicine , Heart Failure/mortality , Humans , Risk Assessment , Treatment Outcome
4.
Can J Cardiol ; 21(14): 1301-6, 2005 Dec.
Article in English | MEDLINE | ID: mdl-16341301

ABSTRACT

Congestive heart failure (CHF) is the most common cause of cardiovascular hospital admission. A significant proportion of the costs of CHF is due to hospitalizations. The present study evaluated the economic impact of a modest increase in the use of angiotensin-converting enzyme (ACE) inhibitors, beta-blockers, spironolactone and digoxin on CHF hospitalizations. Patients with CHF were identified through the Canadian Institute for Health Information (CIHI) database. The efficacy of ACE inhibitors, beta-blockers, spironolactone and digoxin in the first year of treatment were retrieved from the Survival and Ventricular Enlargement (SAVE) trial, a meta-analysis, the Randomized Aldactone Evaluation Study (RALES) and the Digitalis Investigation Group (DIG) trial, respectively. Cost of CHF hospitalization was based on the National List of Provincial Costs. Costs of drug treatment were based on the 2002 Alberta Health and Wellness Drug Benefit list. Physician visits for drug titration were also included in the model. A total of 85,679 patients with CHF were identified with a total of 106,130 hospital discharges. A 10% increase in use of ACE inhibitors, beta-blockers, spironolactone and digoxin would incur in a total cost due to avoidable hospital admissions of 0.4 million dollars, 1.3 million dollars, 3.7 million dollars and 1.2 million dollars, respectively. Similarly, the costs of drug treatment would be 2.2 million dollars, 1.3 million dollars, 0.3 million dollars and 0.5 million dollars, respectively. An increase in the use of the above medications would save 6.6 million dollars due to avoidable hospital admissions. The total cost of drug treatment was 4.3 million dollars, giving a net savings of 2.3 million dollars in the first year. The implementation of evidence-based therapy for CHF treatment is not only clinically efficacious, but also economically attractive.


Subject(s)
Guideline Adherence/economics , Heart Failure/drug therapy , Heart Failure/economics , Hospitalization/economics , Practice Guidelines as Topic , Adrenergic beta-Antagonists/economics , Adrenergic beta-Antagonists/therapeutic use , Angiotensin-Converting Enzyme Inhibitors/economics , Angiotensin-Converting Enzyme Inhibitors/therapeutic use , Canada/epidemiology , Databases as Topic/economics , Digoxin/economics , Digoxin/therapeutic use , Drug Costs/statistics & numerical data , Drug Utilization Review/economics , Heart Failure/epidemiology , Hospital Costs/statistics & numerical data , Hospitalization/statistics & numerical data , Humans , Spironolactone/economics , Spironolactone/therapeutic use
5.
Ann Pharmacother ; 39(11): 1785-91, 2005 Nov.
Article in English | MEDLINE | ID: mdl-16219900

ABSTRACT

BACKGROUND: Inappropriate medication use in patients with heart failure (HF) presents challenges in providing optimal, evidence-based care. OBJECTIVE: To evaluate the incremental differences of concurrent and persistent use of angiotensin-converting enzyme (ACE) inhibitors, beta-blockers, loop diuretics, and digoxin on the one-year, all-cause risk of hospitalization and total healthcare costs associated with treatment of HF in patients enrolled in a managed care organization within the US. METHODS: A retrospective database analysis was conducted spanning from January 1, 1997, to December 31, 1999. Multivariate regression methods were used to examine the association between treatment regimens and hospitalizations or costs after controlling for patient demographics and risk factors. RESULTS: Of the 1903 patients meeting inclusion criteria, 32.3% (n = 615) received none of the 4 HF agents studied and were associated with a 2.5 times greater risk (p < or = 0.001) of hospitalization and 43.6% higher (p < or = 0.001) total costs compared with all other patients with HF. Comparatively, 13.9% (n = 264) utilized the HF medications investigated for at least 6 months. Of those with persistent use of > or =3 agents, approximate decreases in hospitalizations were noted of 80% (p < or = 0.001) and total costs of 70% (p < or = 0.001) relative to patients receiving no HF therapy. CONCLUSIONS: A substantial portion of patients with HF may be receiving suboptimal pharmacotherapeutic care in real-world practice settings, potentially incurring large increases in hospitalizations and total costs. Quality improvement initiatives should seek to identify and manage those not being treated according to guideline recommendations.


Subject(s)
Heart Failure/drug therapy , Hospitalization/economics , Adrenergic beta-Antagonists/economics , Adrenergic beta-Antagonists/therapeutic use , Aged , Angiotensin-Converting Enzyme Inhibitors/economics , Angiotensin-Converting Enzyme Inhibitors/therapeutic use , Chronic Disease , Costs and Cost Analysis , Digoxin/economics , Digoxin/therapeutic use , Drug Prescriptions/economics , Drug Prescriptions/statistics & numerical data , Drug Utilization Review/economics , Drug Utilization Review/methods , Drug Utilization Review/statistics & numerical data , Female , Heart Failure/diagnosis , Hospitalization/statistics & numerical data , Humans , Male , Managed Care Programs/economics , Managed Care Programs/organization & administration , Multivariate Analysis , Risk Factors , Sodium Potassium Chloride Symporter Inhibitors/economics , Sodium Potassium Chloride Symporter Inhibitors/therapeutic use , Time Factors
6.
Eur J Heart Fail ; 5(3): 381-9, 2003 Jun.
Article in English | MEDLINE | ID: mdl-12798838

ABSTRACT

BACKGROUND: Multidisciplinary care (MDC) of heart failure (HF) can significantly reduce rates of unplanned hospitalisation, the major cost component of HF care. AIMS: This prospective, randomised, controlled study examines the cost-benefits of MDC of HF in the setting of optimal medical care. METHODS: 98 NYHA class IV HF patients (mean age 70.8+/-10.5 years) were randomised to MDC (n=51) or routine care (RC; n=47) of HF. A direct intervention cost was calculated from contact time (scheduled and unscheduled) spent by the MDC team. Unplanned hospitalisation costs for HF were calculated at a daily rate of 242. Outcomes were determined in monetary terms, i.e. the cost of the service per hospitalisation prevented and net costs/savings at 3 months. RESULTS: The direct intervention cost of the MDC team was 5860, with an average cost per patient of 113 (95% Cl: 97-128). At 3 months, there were a total of 12 unplanned HF readmissions in the RC group (25.5% rate, 195 days) compared to 2 in the MDC group (3.9% rate, 17 days). The number needed to treat to prevent one hospitalisation for HF was 6 over 3 months. The cost of the service per hospitalisation prevented was 586. The intervention produced a net cost saving of 37,216 for 51 patients treated over 3 months. Sensitivity analyses using 50% variation in costs and lower relative risk reductions confirmed the cost-benefits of the intervention. CONCLUSION: MDC of HF remains cost-beneficial when combined with optimal, medical care. The significant clinical and cost-benefits suggest that this intensive approach to MDC and medical management should become the standard of care for HF.


Subject(s)
Health Care Costs , Heart Failure/economics , Aged , Aged, 80 and over , Angiotensin-Converting Enzyme Inhibitors/administration & dosage , Angiotensin-Converting Enzyme Inhibitors/economics , Cost-Benefit Analysis/economics , Decision Making , Digoxin/administration & dosage , Digoxin/economics , Diuretics/administration & dosage , Diuretics/economics , Dose-Response Relationship, Drug , Female , Furosemide/administration & dosage , Furosemide/economics , Heart Failure/diagnosis , Heart Failure/therapy , Hospitalization/economics , Humans , Ireland , Length of Stay/economics , Male , Middle Aged , Perindopril/administration & dosage , Perindopril/economics , Prospective Studies , Time Factors , Ventricular Dysfunction, Left/diagnosis , Ventricular Dysfunction, Left/economics , Ventricular Dysfunction, Left/therapy
8.
Am Heart J ; 143(4): 565-76, 2002 Apr.
Article in English | MEDLINE | ID: mdl-11923792

ABSTRACT

BACKGROUND: Heart failure is a major and increasing cause of death and disability and accounts for significant resource use. In the United States alone, the prevalence is 4.6 million, with an incidence rate of 550,000 new cases a year and approximately 957,000 hospitalizations a year. METHODS AND RESULTS: Methods of evaluating cost and outcome and of comparing cost with outcome are reviewed. Economic and cost-effectiveness studies in heart failure research, especially those related to clinical trials, are reviewed in the therapeutic areas of digoxin, angiotension-converting enzyme inhibition, beta blockers, disease management, and transplantation. CONCLUSION: In an era in which economic constraints on medical resource use limit the ability to give all services to all patients, economic studies can help guide more rational decision making. Economic studies in heart failure can be expected to improve and so help society to make better, more informed choices.


Subject(s)
Heart Failure/economics , Adrenergic beta-Antagonists/therapeutic use , Angiotensin-Converting Enzyme Inhibitors/economics , Angiotensin-Converting Enzyme Inhibitors/therapeutic use , Cost-Benefit Analysis , Costs and Cost Analysis , Decision Trees , Digoxin/economics , Digoxin/therapeutic use , Heart Failure/therapy , Humans , Outcome Assessment, Health Care , Quality-Adjusted Life Years
9.
Am J Cardiol ; 83(6): 890-6, 1999 Mar 15.
Article in English | MEDLINE | ID: mdl-10190405

ABSTRACT

In this study, we examine the cost effectiveness of carvedilol for the treatment of chronic heart failure (CHF). We use a Markov model to project life expectancy and lifetime medical care costs for a hypothetical cohort of patients with CHF who were assumed alternatively to receive carvedilol plus conventional therapy (digoxin, diuretics, and angiotensin-converting enzyme inhibitors) or conventional therapy alone. Patients on carvedilol were assumed to experience a reduced risk of death and hospitalization for CHF, which is consistent with findings from the US Carvedilol Heart Failure Trials Program. The benefits of carvedilol were projected under 2 alternative scenarios. In the first ("limited benefits"), benefits were conservatively assumed to persist for 6 months, the average duration of follow-up in these clinical trials, and then end abruptly. In the other ("extended benefits"), they were arbitrarily assumed to persist for 6 months and then decline gradually over time, vanishing by the end of 3 years. We estimated our model using data from the US Carvedilol Heart Failure Trials Program and other sources. For patients receiving conventional therapy alone, estimated life expectancy was 6.67 years; corresponding figures for those also receiving carvedilol were 6.98 and 7.62 years under the limited and extended benefits scenarios, respectively. Expected lifetime costs of CHF-related care were estimated to be $28,756 for conventional therapy, and $36,420 and $38,867 for carvedilol (limited and extended benefits, respectively). Cost per life-year saved for carvedilol was $29,477 and $12,799 under limited and extended benefits assumptions, respectively. The cost effectiveness of carvedilol for CHF compares favorably to that of other generally accepted medical interventions, even under conservative assumptions regarding the duration of therapeutic benefit.


Subject(s)
Adrenergic beta-Antagonists/economics , Carbazoles/economics , Heart Failure/drug therapy , Heart Failure/economics , Propanolamines/economics , Vasodilator Agents/economics , Adrenergic beta-Antagonists/therapeutic use , Angiotensin-Converting Enzyme Inhibitors/administration & dosage , Angiotensin-Converting Enzyme Inhibitors/economics , Carbazoles/therapeutic use , Cardiotonic Agents/administration & dosage , Cardiotonic Agents/economics , Carvedilol , Cost-Benefit Analysis , Digoxin/administration & dosage , Digoxin/economics , Diuretics/administration & dosage , Diuretics/economics , Drug Therapy, Combination , Health Care Costs , Heart Failure/mortality , Hospitalization , Humans , Life Expectancy , Markov Chains , Propanolamines/therapeutic use , Randomized Controlled Trials as Topic , Risk Factors , Survival Rate , Vasodilator Agents/therapeutic use
10.
Rev Med Liege ; 53(5): 255-8, 1998 May.
Article in French | MEDLINE | ID: mdl-9689878

ABSTRACT

Heart failure is a challenge for modern cardiology, Common, disabling, lethal, this condition represents a major economic burden for Public Health. When patients with heart failure receive an ACE inhibitor in addition to diuretics and digoxin, they have fewer symptoms, are less frequently admitted to hospital and live longer. The currently available pharmaco-economic analyses support the use of ACE inhibitors in heart failure.


Subject(s)
Angiotensin-Converting Enzyme Inhibitors/therapeutic use , Economics, Pharmaceutical , Heart Failure/drug therapy , Angiotensin-Converting Enzyme Inhibitors/economics , Cardiotonic Agents/economics , Cardiotonic Agents/therapeutic use , Digoxin/economics , Digoxin/therapeutic use , Diuretics/economics , Diuretics/therapeutic use , Drug Costs , Health Care Costs , Heart Failure/economics , Humans , Patient Admission , Public Health/economics , Survival Rate
11.
Am J Manag Care ; 4(6 Suppl): S338-42, 1998 Jun.
Article in English | MEDLINE | ID: mdl-10184926

ABSTRACT

From an economic, mortality, and functional standpoint, heart failure is clearly a disease that needs to be targeted. We can develop a model for heart failure to determine the impact that specific management strategies will have on the overall cost to the system, which by itself can tell us some interesting things because we're currently spending twice as much on transplantation as on digoxin therapy. We can then use this model to assess the impact of different strategies, such as greater use of angiotensin-converting enzyme (ACE) inhibitors or digoxin therapy.


Subject(s)
Cardiac Output, Low/economics , Cost of Illness , Angiotensin-Converting Enzyme Inhibitors/economics , Angiotensin-Converting Enzyme Inhibitors/therapeutic use , Cardiac Output, Low/physiopathology , Cardiac Output, Low/therapy , Cardiology Service, Hospital/economics , Cost Savings , Digoxin/economics , Digoxin/therapeutic use , Diuretics/economics , Diuretics/therapeutic use , Emergency Treatment/economics , Heart , Heart Transplantation/economics , Humans , Office Visits/economics , Quality of Life , United States
12.
Am J Cardiol ; 80(8B): 33H-38H, 1997 Oct 30.
Article in English | MEDLINE | ID: mdl-9372996

ABSTRACT

Over 400,000 people in the United States are diagnosed with congestive heart failure (CHF) annually. The 3 major causes of acute cardiac hospitalizations in the United States--CHF, unstable angina, and acute myocardial infarction--all reflect a failure to prevent progression of established cardiovascular disease. More effective treatment strategies for CHF should be directed at preventing rehospitalization through modification of cardiac risk factors. Several large clinical trials have demonstrated that angiotensin-converting enzyme (ACE) inhibitors, while considered preferred therapy, are routinely underutilized by all healthcare practitioners. Digoxin has also been shown in several clinical trials to reduce the need for rehospitalization in CHF patients. Finally, patients' quality of life and the morbidity associated with CHF can be reduced through well-structured disease management programs in conjunction with ACE inhibitor and digoxin therapy.


Subject(s)
Heart Failure/drug therapy , Heart Failure/economics , Angiotensin-Converting Enzyme Inhibitors/economics , Angiotensin-Converting Enzyme Inhibitors/therapeutic use , Digoxin/economics , Digoxin/therapeutic use , Disease Progression , Hospitalization , Humans , Survival Analysis , United States
13.
Pharmacoeconomics ; 12(2 Pt 1): 175-81, 1997 Aug.
Article in English | MEDLINE | ID: mdl-10169669

ABSTRACT

The costs of digoxin toxicity to the US healthcare system have not been previously reported. Therefore, the 1994 database of US University Health-System Consortium (UHC) was searched for cases of digoxin toxicity using the International Classification of Diseases (9th edition) [ICD-9] codes. In addition, the medical records of 17 patients admitted to the University of Illinois Hospital from September 1994 to July 1995 with a diagnosis of digoxin toxicity were also reviewed. Of the 17 patients, 14 were admitted with a primary diagnosis of digoxin toxicity. Causes of digoxin toxicity were worsening renal function (6 patients), excessive dosage prescribed (4 patients), excessive dosage self-administered (2 patients), multiple prescriptions (2 patients), accidental ingestion (1 patient), drug-drug interaction (1 patient) and unknown (1 patient). Digoxin toxicity could have been prevented in 9 (53%) of the 17 patients. The mean length of stay in the hospital as a result of digoxin toxicity was 3.3 +/- 1.2 days. The mean laboratory cost associated with digoxin toxicity was $US275.54 +/- $US106.57 and the mean hospital bed cost was $US3781.92 +/- $US2572.22. The mean overall cost associated with digoxin toxicity was $US4087.05 +/- $US2659.76. There was a significant correlation between the total cost associated with digoxin toxicity and the serum digoxin concentration on admission (r = 0.73, p < 0.01). From the UHC database, a total of 836 cases of digoxin toxicity in 56 hospitals were identified. This represented the occurrence of digoxin toxicity in 0.07% of all patients admitted to these US academic hospitals. Digoxin toxicity results in considerable costs to the healthcare system. Most cases can be considered readily preventable with proper patient counselling and education.


Subject(s)
Cardiotonic Agents/adverse effects , Cardiotonic Agents/economics , Digoxin/adverse effects , Digoxin/economics , Adolescent , Adult , Aged , Child, Preschool , Cost of Illness , Female , Humans , Male , Middle Aged , United States
14.
J Am Coll Cardiol ; 26(1): 93-101, 1995 Jul.
Article in English | MEDLINE | ID: mdl-7797781

ABSTRACT

OBJECTIVES: This study sought to analyze the health and economic outcomes of withdrawal of digoxin therapy among U.S. adult patients with stable congestive heart failure. BACKGROUND: New information regarding the outcomes of digoxin withdrawal has been provided by the Prospective Randomized Study of Ventricular Failure and Efficacy of Digoxin (PROVED) and Randomized Assessment of Digoxin and Inhibitors of Angiotensin-Converting Enzyme (RADIANCE) trials. We interpreted and extrapolated the results of these trials to describe implications on a national level. METHODS: We used a decision-analytic model to estimate the outcomes of two alternative strategies to 1) continue and 2) withdraw digoxin in patients with congestive heart failure with normal sinus rhythm, New York Heart Association functional class II or III and left ventricular ejection fraction < or = 35%. Epidemiologic assumptions were derived from published reports and expert opinion. Assumptions regarding the effectiveness of digoxin therapy were derived from the RADIANCE and PROVED digoxin withdrawal trials. Hospital and Medicare data were used for economic assumptions. Calculated outcomes included treatment failures, cases of digoxin toxicity and health care costs. RESULTS: The continuation of digoxin therapy in these patients with congestive heart failure nationally would avoid an estimated 185,000 clinic visits, 27,000 emergency visits and 137,000 hospital admissions for congestive heart failure. After accounting for an estimated 12,500 cases of digoxin toxicity, the net annual savings would be $406 million, with a 90% range of uncertainty of $106 to $822 million. One-way sensitivity analysis indicated that digoxin therapy is cost-saving when the assumed annual incidence of digoxin toxicity is < or = 33%. CONCLUSIONS: The continuation of digoxin therapy in patients with stable congestive heart failure should be strongly considered, because this strategy is likely to lead to both lower costs and greater health benefits on the basis of available information.


Subject(s)
Digoxin/therapeutic use , Health Care Costs , Heart Failure/drug therapy , Adult , Cost Savings , Decision Support Techniques , Digoxin/adverse effects , Digoxin/economics , Health Policy , Heart Failure/economics , Humans , Monte Carlo Method , Risk , Treatment Outcome , United States
15.
Am J Cardiol ; 72(7): 567-73, 1993 Sep 01.
Article in English | MEDLINE | ID: mdl-8362772

ABSTRACT

Clinical outcomes and costs associated with the use of digoxin in atrial fibrillation and flutter were evaluated in a prospective, observational study at 18 academic medical centers in the United States. Data were collected on 115 patients (aged > 18 years) with atrial fibrillation or flutter who were treated with digoxin for rapid ventricular rate (> or = 120 beats/min). The median time to ventricular rate control (i.e., resting ventricular rate < 100 beats/min, decrease in ventricular rate of > 20%, or sinus rhythm) was 11.6 hours from the first dose of digoxin for all evaluable patients (n = 105) and 9.5 hours for those only receiving digoxin (n = 64). Before ventricular rate control, the mean +/- SD dose of digoxin administered was 0.80 +/- 0.74 mg, and a mean of 1.4 +/- 1.8 serum digoxin concentrations were ordered per patient. Concomitant beta-blocker or calcium antagonist therapy was instituted in 47 patients (41%); in 19 of these, combination therapy was initiated within 2 hours. Adenosine was administered to 13 patients (11%). Patients spent a median of 4 days (range 1 to 25) in the hospital; 28% spent time in a coronary/intensive care unit and 79% in a telemetry bed. Loss of control (i.e., resting ventricular rate returned to > 120 beats/min) occurred at least once in 50% of patients and was associated with a longer hospital stay (p < 0.05). Based on 1991 data, the estimated mean hospital bed cost for patients with atrial fibrillation or flutter was $3,169 +/- $3,174.(ABSTRACT TRUNCATED AT 250 WORDS)


Subject(s)
Atrial Fibrillation/drug therapy , Atrial Fibrillation/economics , Atrial Flutter/drug therapy , Atrial Flutter/economics , Digoxin/therapeutic use , Drug Costs , Hospitals, University/economics , Aged , Anti-Arrhythmia Agents/therapeutic use , Atrial Fibrillation/epidemiology , Atrial Flutter/epidemiology , Digoxin/economics , Drug Therapy, Combination , Female , Humans , Length of Stay/economics , Length of Stay/statistics & numerical data , Male , Middle Aged , Prospective Studies , Regression Analysis , Treatment Outcome , United States/epidemiology
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