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1.
Perspect Health Inf Manag ; 18(Spring): 1e, 2021.
Article in English | MEDLINE | ID: mdl-34035786

ABSTRACT

Purpose: To evaluate whether automated methods are sufficient for deriving ICD-10-CM algorithms by comparing ICD-9-CM to ICD-10-CM crosswalks from general equivalence mappings (GEMs) with physician/clinical coder-derived crosswalks. Patients and methods: Forward mapping was used to derive ICD-10-CM crosswalks for 10 conditions. As a sensitivity analysis, forward-backward mapping (FBM) was also conducted for three clinical conditions. The physician/coder independently developed crosswalks for the same conditions. Differences between the crosswalks were summarized using the Jaccard similarity coefficient (JSC). Results: Physician/coder crosswalks were typically far more inclusive than GEMs crosswalks. Crosswalks for peripheral artery disease were most dissimilar (JSC: 0.06), while crosswalks for mild cognitive impairment (JSC: 1) and congestive heart failure (0.85) were most similar. FBM added ICD-10-CM codes for all three conditions but did not consistently increase similarity between crosswalks. Conclusion: The GEMs and physician/coder algorithms rarely aligned fully; human review is still required for ICD-9-CM to ICD-10-CM crosswalk development.


Subject(s)
Automation , Clinical Coding/methods , International Classification of Diseases , Physicians , Algorithms
2.
BMC Anesthesiol ; 20(1): 272, 2020 10 27.
Article in English | MEDLINE | ID: mdl-33109098

ABSTRACT

BACKGROUND: The aim of this network meta-analysis (NMA) was to evaluate the safety and efficacy of intravenous (IV) Meloxicam 30 mg (MIV), an investigational non-steroidal anti-inflammatory drug (NSAID), and certain other IV non-opioid analgesics for moderate-severe acute postoperative pain. METHODS: We searched PubMed and CENTRAL for Randomized Controlled Trials (RCT) (years 2000-2019, adult human subjects) of IV non-opioid analgesics (IV NSAIDs or IV Acetaminophen) used to treat acute pain after abdominal, hysterectomy, bunionectomy or orthopedic procedures. A Bayesian NMA was conducted in R to rank treatments based on the standardized mean differences in sum of pain intensity difference from baseline up to 24 h postoperatively (sum of pain intensity difference: SPID 24). The probability and the cumulative probability of rank for each treatment were calculated, and the surface under the cumulative ranking curve (SUCRA) was applied to distinguish treatments on the basis of their outcomes such that higher SUCRA values indicate better outcomes. The study protocol was prospectively registered with by PROSPERO (CRD42019117360). RESULTS: Out of 2313 screened studies, 27 studies with 36 comparative observations were included, producing a treatment network that included the four non-opioid IV pain medications of interest (MIV, ketorolac, acetaminophen, and ibuprofen). MIV was associated with the largest SPID 24 for all procedure categories and comparators. The SUCRA ranking table indicated that MIV had the highest probability for the most effective treatment for abdominal (89.5%), bunionectomy (100%), and hysterectomy (99.8%). MIV was associated with significantly less MME utilization versus all comparators for abdominal procedures, hysterectomy, and versus acetaminophen in orthopedic procedures. Elsewhere MME utilization outcomes for MIV were largely equivalent or nominally better than other comparators. Odds of ORADEs were significantly higher for all comparators vs MIV for orthopedic (gastrointestinal) and hysterectomy (respiratory). CONCLUSIONS: MIV 30 mg may provide better pain reduction with similar or better safety compared to other approved IV non-opioid analgesics. Caution is warranted in interpreting these results as all comparisons involving MIV were indirect.


Subject(s)
Analgesics, Non-Narcotic/therapeutic use , Network Meta-Analysis , Pain, Postoperative/drug therapy , Humans , Meloxicam/therapeutic use , Randomized Controlled Trials as Topic
3.
Dermatol Ther (Heidelb) ; 10(5): 1001, 2020 Oct.
Article in English | MEDLINE | ID: mdl-32683664

ABSTRACT

The presentation of the numbers of patients in Tables 1 and 3 was adjusted.

4.
Dermatol Ther (Heidelb) ; 10(5): 985-999, 2020 Oct.
Article in English | MEDLINE | ID: mdl-32548707

ABSTRACT

INTRODUCTION: Real-world data on recurrence and economic burden in patients with resected early-stage melanoma are limited. The objective of this study was to assess real-world recurrence rates, risk factors for recurrence, and costs of recurrence in patients with resected stage IIB, IIC, or IIIA melanoma in the USA. METHODS: This retrospective analysis included patients with resected stage IIB, IIC, or IIIA melanoma (American Joint Committee on Cancer staging manual, seventh edition) in the Surveillance, Epidemiology, and End Results (SEER) program-Medicare database of the National Cancer Institute. Recurrence rates and healthcare costs (2018 USD) after recurrence were assessed. RESULTS: Two-year recurrence rates for stages IIB, IIC, and IIIA melanoma were 29, 44, and 46%, respectively. In patients with stage IIB or IIC disease, the odds of recurrence were significantly higher in those aged > 75 years [odds ratio (OR) 1.853, 95% confidence interval (CI) 1.416, 2.425], with ulceration (OR 1.771; 95% CI 1.293, 2.425), or with a higher Charlson Comorbidity Index (OR 1.244; 95% CI 1.129, 1.372); however, the odds of recurrence were significantly lower in those with T3 staging (OR 0.522; 95% CI 0.393, 0.695). In those with stage IIIA melanoma, superficial spreading was associated with significantly lower odds of recurrence (OR 0.178; 95% CI 0.053, 0.601). Following recurrence, mean healthcare costs at 1 year were $31,870 for patients with stage IIB or IIC melanoma and $29,224 for those with stage IIIA melanoma. CONCLUSION: The SEER data show that a substantial proportion of adults with early-stage melanoma experience a recurrence within 2 years following resection, resulting in a significant economic burden to the US healthcare system. Dermatologists can distinguish patients with resected early-stage melanoma who are at a high risk for recurrence and consider referrals to medical oncologists for approved adjuvant therapy or enrollment in clinical trials after surgical resection to reduce the recurrence of melanoma.

5.
Open Forum Infect Dis ; 6(6): ofz194, 2019 Jun.
Article in English | MEDLINE | ID: mdl-31198817

ABSTRACT

BACKGROUND: The relative contribution of antimicrobial resistance versus delayed appropriate treatment to the clinical and economic burden of Enterobacteriaceae infections is not well understood. METHODS: Using a large US hospital database, we identified all admissions between July 2011 and September 2014 with evidence of serious Enterobacteriaceae infection. The "index date" was the earliest date on which a culture positive for Enterobacteriaceae was drawn. Infections were classified as carbapenem-resistant (CRE) or carbapenem-susceptible (CSE). Receipt of antimicrobials with activity against all index pathogens on the index date or ≤2 days thereafter was deemed as "timely"; all other instances were "delayed." Associations between CRE status and delayed appropriate therapy on outcomes were estimated using inverse probability weighting and multivariate regression models (ie, logistic model for discharge destination and composite mortality [in-hospital death or discharge to hospice] or generalized linear model for duration of antibiotic therapy, hospital length of stay [LOS], and costs). RESULTS: A total of 50 069 patients met selection criteria; 514 patients (1.0%) had CRE. Overall, 67.5% of CSE patients (vs 44.6%, CRE) received timely appropriate therapy (P < .01). Irrespective of CRE status, patients who received delayed appropriate therapy had longer durations of antibiotic therapy and LOS, higher costs, lower likelihood of discharge to home, and greater likelihood of the composite mortality outcome (P for trend < .01). CONCLUSIONS: Delayed appropriate therapy is a more important driver of outcomes than CRE, although the 2 factors are somewhat synergistic. Better methods of early CRE identification may improve outcomes in this patient population.

6.
Am J Cardiol ; 123(12): 1893-1899, 2019 06 15.
Article in English | MEDLINE | ID: mdl-31014542

ABSTRACT

Chronic coronary artery disease (CAD) and peripheral artery disease (PAD) are both associated with elevated risks of major adverse cardiovascular events (MACE) and major adverse limb events (MALE). The frequency of these events in patients with CAD or PAD, and their corresponding costs, are not well understood. Accordingly, we describe the incidence and cost of both MACE and MALE in patients with CAD or PAD. Using a database that included healthcare claims linked to electronic medical records, we identified patients with evidence of chronic CAD and PAD, respectively, between January 1, 2009, and September 30, 2016. We assessed the occurrence of MACE (defined as myocardial infarction, stroke, or cardiovascular-related death) and MALE (critical limb ischemia, amputation, or peripheral artery disease-related revascularization). A total of 99,730 patients met all selection criteria: 86.0% had CAD, 25.8% had PAD, and 11.8% had both. Mean (±standard deviation) age was 67.7 (±11.5) years and 59.8% were male. During follow-up (mean: 1.8 years), 13.6% experienced MACE or MALE (6.3 per 100 person-years [PYs]), predominantly MACE (9.6% [4.3 per 100 PYs]). Adjusted 1-year healthcare costs were $44,495 greater in patients who experienced MACE or MALE (mean [95% confidence interval]: $64,099 [$33,254 to $123,557] vs $19,604 [$10,175 to $37,771]; p < 0.001). In conclusion, approximately 1 in 7 patients with chronic CAD or PAD experiences additional MACE or MALE within approximately 2 years of follow-up; the relatively high risk and cost of these events highlight the need for new secondary prevention therapies that may improve outcomes in these patients.


Subject(s)
Coronary Artery Disease/complications , Coronary Artery Disease/epidemiology , Extremities/surgery , Health Care Costs , Peripheral Arterial Disease/complications , Peripheral Arterial Disease/epidemiology , Aged , Chronic Disease , Coronary Artery Disease/economics , Extremities/blood supply , Female , Humans , Incidence , Male , Middle Aged , Peripheral Arterial Disease/economics , Retrospective Studies , Risk Factors
7.
Am J Med Sci ; 357(2): 103-110, 2019 02.
Article in English | MEDLINE | ID: mdl-30665490

ABSTRACT

BACKGROUND: To examine the clinical and economic burdens associated with delayed receipt of appropriate therapy among patients with Gram-negative bacteria (GNB) infections, stratified by antibiotic resistance status. MATERIALS AND METHODS: Retrospective analysis using the Premier Hospital Database. Adult admissions (July 2011-September 2014) with evidence of complicated urinary tract infection, complicated intra-abdominal infection, hospital-associated pneumonia, or bloodstream infection, length of stay (LOS) ≥1 days and a positive GNB culture from a site consistent with infection type (culture draw date = index date) were identified and stratified by antibiotic susceptibility to index pathogens. Delayed appropriate therapy was defined as no receipt of antibiotic(s) with relevant microbiological activity on or within 2 days of index date. Inverse probability weighting and multivariate regression analyses were used to estimate the association between delayed appropriate therapy and outcomes. Generalized linear models were used to evaluate postindex duration of antibiotic therapy, LOS and total in-hospital costs. Logistic models were used to evaluate discharge destination and in-hospital mortality/discharge to hospice. RESULTS: A total of 56,357 patients with GNB infections were identified (resistant, n = 6,055; susceptible, n = 50,302). Delayed appropriate therapy was received by 2,800 (46.2%) patients with resistant and 16,585 (33.0%) patients with susceptible infections. Using multivariate analysis, delayed appropriate therapy was associated with worse outcomes including ∼70% increase in LOS, ∼65% increase in total in-hospital costs and ∼20% increase in the risk of in-hospital mortality/discharge to hospice, regardless of susceptibility status. CONCLUSIONS: Our results suggest that outcomes in patients with GNB infections, regardless of resistance status, significantly improve if timely appropriate therapy can be provided.


Subject(s)
Anti-Bacterial Agents/therapeutic use , Drug Resistance, Microbial , Gram-Negative Bacterial Infections/drug therapy , Patient Outcome Assessment , Time-to-Treatment/statistics & numerical data , Treatment Outcome , Adult , Aged , Aged, 80 and over , Female , Gram-Negative Bacteria/drug effects , Gram-Negative Bacterial Infections/microbiology , Humans , Male , Middle Aged , Retrospective Studies , United States , Young Adult
8.
Future Sci OA ; 4(7): FSO322, 2018 Jul.
Article in English | MEDLINE | ID: mdl-30112190

ABSTRACT

To identify real-world evidence on outcomes from therapies for relapsed/refractory diffuse large B-cell lymphoma (DLBCL) and follicular lymphoma (FL), we systematically reviewed literature in Medline/Embase for DLBCL/FL-related articles on real-world results published during January 2012-May 2016. Among 33 included articles, therapies included stem cell transplant (SCT) and chemotherapy, including experimental regimens. The highest overall survival rates were observed for SCT, long considered an optimal strategy following initial relapse. Prognoses were inferior among DLBCL patients receiving rituximab-based regimens rather than SCT, particularly among studies that exclusively focused on those ineligible for SCT due to age or co-morbidity. A lack of viable treatment options for DLBCL/FL patients ineligible for SCT after relapse remains a significant gap in care.

9.
Article in English | MEDLINE | ID: mdl-28053518

ABSTRACT

BACKGROUND: The Global Initiative for Chronic Obstructive Lung Disease (GOLD) recommends triple therapy (long-acting muscarinic receptor antagonists, long-acting beta-2 agonists, and inhaled corticosteroids) for patients with only the most severe COPD. Data on the proportion of COPD patients on triple therapy and their characteristics are sparse and dated. Objective 1 of this study was to estimate the proportion of all, and all treated, COPD patients receiving triple therapy. Objective 2 was to characterize those on triple therapy and assess the concordance of triple therapy use with GOLD guidelines. PATIENTS AND METHODS: This retrospective study used claims from the IMS PharMetrics Plus database from 2009 to 2013. Cohort 1 was selected to assess Objective 1 only; descriptive analyses were conducted in Cohort 2 to answer Objective 2. A validated claims-based algorithm and severity and frequency of exacerbations were used as proxies for COPD severity. RESULTS: Of all 199,678 patients with COPD in Cohort 1, 7.5% received triple therapy after diagnosis, and 25.5% of all treated patients received triple therapy. In Cohort 2, 30,493 COPD patients (mean age =64.7 years) who initiated triple therapy were identified. Using the claims-based algorithm, 34.5% of Cohort 2 patients were classified as having mild disease (GOLD 1), 40.8% moderate (GOLD 2), 22.5% severe (GOLD 3), and 2.3% very severe (GOLD 4). Using exacerbation severity and frequency, 60.6% of patients were classified as GOLD 1/2 and 39.4% as GOLD 3/4. CONCLUSION: In this large US claims database study, one-quarter of all treated COPD patients received triple therapy. Although triple therapy is recommended for the most severe COPD patients, spirometry is infrequently assessed, and a majority of the patients who receive triple therapy may have only mild/moderate disease. Any potential overprescribing of triple therapy may lead to unnecessary costs to the patient and health care system.


Subject(s)
Adrenal Cortex Hormones/administration & dosage , Adrenergic beta-2 Receptor Agonists/administration & dosage , Bronchodilator Agents/administration & dosage , Lung/drug effects , Muscarinic Antagonists/administration & dosage , Pulmonary Disease, Chronic Obstructive/drug therapy , Administration, Inhalation , Administrative Claims, Healthcare , Adrenal Cortex Hormones/adverse effects , Adrenergic beta-2 Receptor Agonists/adverse effects , Adult , Aged , Bronchodilator Agents/adverse effects , Databases, Factual , Disease Progression , Drug Prescriptions , Drug Therapy, Combination , Female , Guideline Adherence/trends , Humans , Lung/physiopathology , Male , Middle Aged , Muscarinic Antagonists/adverse effects , Practice Guidelines as Topic , Practice Patterns, Physicians'/trends , Pulmonary Disease, Chronic Obstructive/diagnosis , Pulmonary Disease, Chronic Obstructive/physiopathology , Retrospective Studies , Severity of Illness Index , Time Factors , Treatment Outcome , United States
10.
Curr Med Res Opin ; 32(12): 1997-2005, 2016 12.
Article in English | MEDLINE | ID: mdl-27645532

ABSTRACT

OBJECTIVES: Although much has been published about the demographic and clinical characteristics of elderly patients with overactive bladder (OAB) who were enrolled in clinical trials, very little is known about the general population of elderly Americans with OAB. We update this gap in the literature by using real-world data to describe this population. METHODS: We used Medicare claims and the Medicare Current Beneficiary Surveys from 2006 to 2011 to identify patients with OAB. We describe the demographic characteristics, functional impairment and physical limitations, concurrent medical conditions, Charlson Comorbidity Index (CCI) scores, and concomitant medication use of patients with OAB; these characteristics are also described by sex and age group (65-74 vs. ≥75 years). We also compare the characteristics of OAB with non-OAB patients. RESULTS: We identified 415 elderly patients with OAB (average age 79 years; 71% female) and 6868 without OAB (average age 77 years; 62% female). Patients with OAB reported high levels of functional impairment as measured by the Activities of Daily Living (44% vs. 33% for non-OAB patients), Instrumental ADL (53% vs. 40% for non-OAB patients), and physical functioning limitation (90% vs. 81% for non-OAB patients) scales. Elderly patients with OAB also experienced high levels of comorbidity burden, as measured by the number of medical conditions (18 vs. 11 for non-OAB patients), CCI (2.1 vs. 1.4 for non-OAB patients), and number of non-OAB-related concomitant medications used (11 vs. 8 for non-OAB patients). CONCLUSIONS: Elderly patients with OAB in the general population have high levels of functional impairment and physical limitations, comorbidity, and concomitant medication use. These characteristics should be taken into consideration when managing OAB symptoms and designing future clinical studies. These results, which are representative of elderly patients with OAB in the general US population, should, however, be interpreted in light of the key limitations of the data we used: patients may have been misclassified and medical conditions overestimated due to artifacts of diagnosis coding and our results can only be generalized to patients who were enrolled in Medicare Parts A, B, and D for at least 12 continuous months.


Subject(s)
Urinary Bladder, Overactive/epidemiology , Activities of Daily Living , Aged , Comorbidity , Female , Humans , Male , Medicare , United States/epidemiology
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