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1.
Prof Case Manag ; 28(6): 262-270, 2023.
Article in English | MEDLINE | ID: mdl-37787702

ABSTRACT

PURPOSE OF STUDY: The postacute landscape has been challenged since the onset of the COVID-19 pandemic by staffing shortages and a decline in postacute bed availability. As a result, patients in acute care hospitals are experiencing longer lengths of stay (LOS) and case managers (CMs) are managing increasingly complex discharge plans. This project involved the design and implementation of a modified Early Screen for Discharge Planning (ESDP) tool to support prioritizing patients with complex discharge needs, with the primary outcome of decreasing LOS. PRIMARY PRACTICE SETTING: The project took place in a community teaching hospital, part of a large academic health system in the Northeast, United States. METHODOLOGY AND PARTICIPANTS: The project was designed as a prospective controlled study (between September 1 and November 30, 2021) with defined intervention and control cohorts, involving a modified ESDP electronic health record-based score including self-rated walking limitation, age, prior living status, and mobility level of assist. A modified ESDP score of 10 and greater indicated that patients would benefit from ongoing CM support, whereas those with an ESDP score of less than 10 were unlikely to have discharge planning needs. Participants were adult patients on medical and surgical inpatient units. RESULTS: The project included 718 patients, 376 and 342 in the intervention and control cohorts, respectively. The modified ESDP performed comparably with the standard ESDP (14% discrepancy, with all patients appropriately identified for CM services). Implementation of the modified ESDP led to 53.5% of patients screening out of CM services, thereby increasing the time CMs were able to spend on complex discharge planning and was associated with a trend in LOS reduction (0.55 days). IMPLICATIONS FOR CASE MANAGEMENT PRACTICE: The findings of this project demonstrate that implementation of a modified ESDP can improve CM efficiency and improve hospital throughput. Given the unprecedented capacity challenges in both the acute and postacute settings, there is a need to implement CM workflow strategies that will optimize the effectiveness of critical resources, while ensuring that patients' complex discharge needs are met.


Subject(s)
Case Managers , Patient Discharge , Adult , Humans , United States , Length of Stay , Prospective Studies , Pandemics
2.
SAGE Open Med ; 9: 2050312120986733, 2021.
Article in English | MEDLINE | ID: mdl-33505698

ABSTRACT

OBJECTIVE: Clostridioides difficile infection and recurrent C. difficile infection result in substantial economic burden and healthcare resource use. Sepsis and bowel surgery are known to be serious complications of C. difficile infection. This study evaluated clinical complications in patients with C. difficile infection and recurrent C. difficile infection during a 12-month period following the primary C. difficile infection. METHODS: A retrospective analysis of commercial claims data from the IQVIA PharMetrics Plus™ database was conducted for patients aged 18-64 years with an index C. difficile infection episode requiring inpatient stay or an outpatient visit for C. difficile infection followed by a C. difficile infection treatment. Each C. difficile infection episode ended after a 14-day C. difficile infection-claim-free period was observed. Recurrent C. difficile infection was defined as a further C. difficile infection episode within an 8-week window following the claim-free period. Clinical complications were documented over 12 months of follow-up and stratified by the number of recurrent C. difficile infection episodes (0 rCDI, 1 rCDI, 2 rCDI, and 3+ rCDI). RESULTS: In total, 46,571 patients with index C. difficile infection episode were included. During the 6-month pre-index, the mean (standard deviation) baseline Charlson comorbidity index score, by increasing the recurrent C. difficile infection group, was 1.2 (1.9), 1.5 (2.2), 1.8 (2.3), and 2.3 (2.5). During the 12-month follow-up, sepsis occurred in 16.5%, 27.3%, 33.1%, and 43.3% of patients, and subtotal colectomy or diverting loop ileostomy was performed in 4.6%, 7.3%, 8.9%, and 10.5% of patients, respectively, by increasing the recurrent C. difficile infection group. CONCLUSIONS: Reduction in recurrent C. difficile infection is an important step to reduce the burden of serious clinical complications, and new treatments are needed to reduce C. difficile infection recurrence.

3.
J Med Econ ; 23(6): 603-609, 2020 Jun.
Article in English | MEDLINE | ID: mdl-31999199

ABSTRACT

Aims: This study aimed to evaluate all-cause economic outcomes, healthcare resource utilization (HRU), and costs in patients with Clostridioides difficile infection (CDI) and recurrent CDI (rCDI) using commercial claims from a large database representing various healthcare settings.Materials and methods: A retrospective analysis of commercial claims data from the IQVIA PharMetrics Plus database was conducted for patients aged 18-64 years with CDI episodes requiring inpatient stay with CDI diagnosis code or an outpatient medical claim for CDI plus a CDI treatment. Index CDI episodes occurred between 1 January 2010 and 30 June 2017, including only those where patients were observable 6 months before and 12 months after the index episode. Each CDI episode was followed by a 14-d claim-free period. rCDI was defined as another CDI episode within an 8-week window following the claim-free period. HRU, all-cause direct medical costs and time to rCDI were calculated over 12 months and stratified by number of rCDI episodes.Results: A total of 46,571 patients with index CDI were included. Mean time from one CDI episode to the next was approximately 1 month. In the 12-month follow-up period, those with no recurrence had 1.4 inpatient visits per person and those with 3 or more recurrences had 5.8. Most patients with 3 or more recurrences had 2 or more hospital admissions. The mean annual, total all-cause direct medical costs per patient were $71,980 for those with no recurrence and $207,733 for those with 3 or more recurrences.Limitations: The study included individuals 18-64 years only. A stringent definition of rCDI was used, which may have underestimated the incidence of rCDI.Conclusions: CDI and rCDI are associated with substantial healthcare resource utilization and direct medical costs. Timing of recurrences can be predictable, providing a window of opportunity for interventions. Prevention of multiple rCDI appears essential to reduce healthcare costs.


Subject(s)
Clostridium Infections/economics , Health Expenditures/statistics & numerical data , Patient Acceptance of Health Care/statistics & numerical data , Adolescent , Adult , Female , Health Resources/economics , Health Resources/statistics & numerical data , Hospitalization/economics , Hospitalization/statistics & numerical data , Humans , Insurance Claim Review , Longitudinal Studies , Male , Middle Aged , Models, Econometric , Recurrence , Retrospective Studies , Risk Factors , Young Adult
4.
Curr Med Res Opin ; 34(6): 1045-1051, 2018 06.
Article in English | MEDLINE | ID: mdl-29394878

ABSTRACT

AIM: Exenatide twice daily (EBID) and mealtime insulin are effective add-on therapies to basal insulin for type 2 diabetes patients in clinical trials. This study used electronic medical record (EMR) data to evaluate analogous real-world clinical responses. MATERIALS AND METHODS: Adult patients initiating EBID or mealtime insulin as add-on to basal insulin during January 2008-March 2013 were identified in a US EMR database. EBID patients were propensity score matched 1:1 to mealtime insulin patients. Cohorts were followed for 12 months before (baseline) and 6 months after the index. A1C, hypoglycemic events, change in weight, and other clinical measures were evaluated by A1C attainment level (<6.5, < 7, < 7.5, <8, <9%) and baseline A1C. RESULTS: In total, 1249 EBID patients were matched to 1249 mealtime insulin patients. During follow-up, the percentage reaching A1C levels was similar for EBID vs mealtime insulin cohorts for all attainment levels (<7%: 27.8% vs 24.2%; < 9%: 79.7% vs 79.2%; p = NS). The percentage reaching A1C < 7% was similar for both cohorts with different baseline A1C. EBID patients had less hypoglycemia at all attainment levels (3.1% vs 11.1% [<6.5%]; 2.5% vs 4.7% [<9%]; all p < .03) and more weight loss (-9.0 vs -3.2 lb [<6.5%]; -3.4 vs +0.8 lb [<9%]; all p < .01). CONCLUSIONS: EBID added to basal insulin was as effective in a real-world setting as mealtime insulin added to basal insulin in reducing A1C, with less weight gain and less hypoglycemia for a wide range of A1C attainment levels and baseline values.


Subject(s)
Diabetes Mellitus, Type 2/drug therapy , Exenatide/administration & dosage , Hypoglycemic Agents/administration & dosage , Insulin/administration & dosage , Aged , Body Weight , Drug Administration Schedule , Electronic Health Records , Female , Humans , Hypoglycemia/chemically induced , Insulin/therapeutic use , Male , Meals , Middle Aged , Retrospective Studies , Weight Loss
5.
Curr Med Res Opin ; 34(6): 1021-1027, 2018 06.
Article in English | MEDLINE | ID: mdl-29231750

ABSTRACT

OBJECTIVE: To estimate the proportion of patients with moderate to severe chronic kidney disease (CKD) whose initial dipeptidyl-peptidase-4 inhibitor (DPP4-i) dosage was concordant with prescribing information (label) recommendations in the United States. METHODS: Adult patients with type 2 diabetes mellitus (T2DM) who initiated a DPP4-i (linagliptin, sitagliptin, saxagliptin) between 1 January 2011 and 30 June 2014 were identified using electronic medical records and administrative claims, with index date being the date of first observed DPP4-i treatment. Patients were required to have chronic kidney disease (CKD) stage 3b, 4 or 5 (estimated Glomerular Filtration Rate [eGFR] value <45 ml/min/1.73 m2) during the 12 month pre-index period. Patients were classified as concordant or not concordant based on whether the first prescribed dose was consistent with label recommendations. Demographics, clinical characteristics, resource use and costs during pre-index were evaluated by DPP4-i concordance status. RESULTS: Of the 492 patients (323 sitagliptin, 57 saxagliptin, 112 linagliptin), 36.2% were prescribed doses that were not concordant with label recommendations (44.9% for sitagliptin, 57.9% for saxagliptin and 0% for linagliptin [which does not require dosage adjustment]). Concordant patients were slightly older (mean age 71 years vs. 68, p = .01) but had similar gender distribution (55% vs. 60% female, p = .31) compared to those who were not concordant. They had lower general health status (Charlson Comorbidity Score 2.6 vs. 2.2, p = .03), and had similar pre-index all-cause total costs ($25,245 vs. $21,972, p = .68) and lower pre-index T2DM-related costs ($1618 vs. $1922, p = .05). CONCLUSIONS: More than a third of DPP4-i patients with CKD stage 3b or higher were prescribed doses not concordant with DPP4-i label dosage recommendations.


Subject(s)
Diabetes Mellitus, Type 2/drug therapy , Dipeptidyl-Peptidase IV Inhibitors/administration & dosage , Hypoglycemic Agents/administration & dosage , Renal Insufficiency, Chronic/drug therapy , Adamantane/administration & dosage , Adamantane/analogs & derivatives , Aged , Aged, 80 and over , Cohort Studies , Dipeptides/administration & dosage , Dipeptidyl-Peptidase IV Inhibitors/therapeutic use , Female , Humans , Hypoglycemic Agents/therapeutic use , Linagliptin/administration & dosage , Linagliptin/economics , Male , Middle Aged , Retrospective Studies , Sitagliptin Phosphate/administration & dosage , Sitagliptin Phosphate/therapeutic use
6.
BMJ Open Diabetes Res Care ; 5(1): e000406, 2017.
Article in English | MEDLINE | ID: mdl-28878936

ABSTRACT

OBJECTIVE: To assess primary care physicians' (PCPs) knowledge of type 2 diabetes screening guidelines (American Diabetes Association (ADA) and 2008 US Preventive Services Task Force (USPSTF)), the alignment between their self-reported adherence and actual practice, and how often PCPs recommended diabetes prevention and self-management education programs (DPP/DSME). RESEARCH DESIGN AND METHODS: An online survey of PCPs to understand knowledge and adherence toward use of USPSTF/ADA guidelines and recommendation of DPP/DSME. Patient data from electronic medical records (EMRs) for each PCP were used to identify rates of screening in eligible patients as per guidelines and the two sources were compared to assess concordance. RESULTS: Of 305 surveyed physicians, 38% reported use of both guidelines (33% use ADA only, 25% USPSTF only). Approximately one-third of physicians who reported use of USPSTF/ADA guidelines had non-concordant EMR data. Similarly, while most PCPs reported they are 'very likely' to screen patients with risk factors listed in guidelines, for each criterion at least one-fourth (24%) of PCPs survey responses were non-concordant with EMRs. PCPs reported they provide referral to DPP and DSME on average to 45% and 67% of their newly diagnosed patients with pre-diabetes and diabetes, respectively. CONCLUSION: Findings show disconnect between PCPs' perceptions of adherence to screening guidelines and actual practice, and highlight limited referrals to DPP/DSME programs. More research is needed to understand barriers to guideline consistent screening and uptake of DPP/DSME, particularly in light of recent policy changes such as the linking USPSTF criteria to reimbursement and expected Medicare DPP reimbursement in 2018.

7.
Allergy Asthma Proc ; 37(5): 103-11, 2016 Sep.
Article in English | MEDLINE | ID: mdl-27657517

ABSTRACT

BACKGROUND: Health care resource use (HRU) and costs among patients with seasonal allergic rhinitis (SAR) and perennial allergic rhinitis (PAR) have not been widely studied. OBJECTIVE: To develop an algorithm to classify patients with SAR and patients with PAR, and to evaluate treatment patterns, HRU, and costs among these patients. METHODS: Patients with allergic rhinitis (AR) were identified retrospectively by using electronic medical records and administrative claims data, with an index date as the earlier of the date of AR diagnosis or allergy medication use. Patients with AR were followed-up from 12 months before the index date through 12 months after the index date (follow-up) and were classified as SAR or PAR based on medication patterns during follow-up. AR-related HRU, allergy immunotherapy administration, and costs per patient per year during follow-up were compared between patients with SAR and those with PAR, with analyses stratified by asthma diagnosis before the index date and by physician specialty (primary care physician versus specialist). RESULTS: Approximately 23% of patients with AR were classified as having PAR and 77% as having SAR. During follow-up, the patients with PAR had more allergy medication prescriptions versus the patients with SAR (8.0 versus 2.4 prescriptions), higher prescription medication costs ($1551 versus $313), higher allergy immunotherapy cost ($180 versus. $118), and higher total AR-related costs ($1944 versus $643); all with p < 0.001. Patients with asthma had higher costs than those without asthma. Patients seen by a specialist has higher costs than those treated by a primary care physician. CONCLUSION: Patients with PAR experienced more AR-related prescription drug use and higher health care costs than patients with SAR, with prescription drug costs being the main cost driver. Treatments that reduce the need for ongoing prescription medication use have the potential to be cost saving.


Subject(s)
Health Care Costs , Health Resources , Patient Acceptance of Health Care , Rhinitis, Allergic, Perennial/epidemiology , Rhinitis, Allergic, Seasonal/epidemiology , Adult , Aged , Cohort Studies , Comorbidity , Electronic Health Records , Female , Follow-Up Studies , Humans , Male , Middle Aged , Retrospective Studies , Rhinitis, Allergic, Perennial/diagnosis , Rhinitis, Allergic, Perennial/therapy , Rhinitis, Allergic, Seasonal/diagnosis , Rhinitis, Allergic, Seasonal/therapy , Young Adult
8.
Clin Lymphoma Myeloma Leuk ; 16(5): 275-285.e1, 2016 05.
Article in English | MEDLINE | ID: mdl-27013180

ABSTRACT

BACKGROUND: Tyrosine-kinase inhibitors (TKIs) can be associated with vascular events (VEs). The expected VE rates in patients with chronic myeloid leukemia (CML) are unknown. The present study examined the event rates and mortality among elderly patients with and without CML. MATERIALS AND METHODS: Linked Surveillance, Epidemiology, and End Results cancer registry and Medicare claims data were used to identify patients aged ≥ 66 years with an incident (index) diagnosis of CML from 2004 to 2009. A comparison cohort of patients without cancer was matched 1:1 to the CML cohort. All patients were followed up from 12 months before the index diagnosis through death or December 31, 2010. The overall survival and rates of myocardial infarction (MI), stroke, pulmonary embolism (PE), and peripheral arterial disease (PAD) were analyzed. RESULTS: A total of 1466 patients with CML (mean age, 78 years; average follow-up period, 25 months) were identified and matched 1:1 to a noncancer cohort (mean age, 78 years; follow-up period, 42 months). Compared with the noncancer patients, those with CML had greater mortality (63% vs. 23% died during the follow-up period; median survival, 23 vs. > 84 months) and greater rates of MI (33.0 vs. 11.9 per 1000 person-years), stroke (83.2 vs. 43.0), PE (6.6 vs. 2.6), and PAD (92.1 vs. 59.3; P < .01 for all). Of the 15% of CML patients with TKI claims, 97% had received imatinib. The event rates were not elevated for TKI-treated patients compared with the overall group of patients with CML. CONCLUSION: Elderly patients with CML had greater mortality and greater rates of MI, stroke, PE, and PAD than did noncancer patients. The event rates were not elevated among the TKI-treated (primary imatinib) patients, suggesting that the VE risk in these patients with CML was driven primarily by the underlying factors associated with CML.


Subject(s)
Leukemia, Myelogenous, Chronic, BCR-ABL Positive/complications , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/mortality , Vascular Diseases/epidemiology , Vascular Diseases/etiology , Aged , Aged, 80 and over , Cardiovascular Diseases/epidemiology , Cardiovascular Diseases/etiology , Comorbidity , Female , Follow-Up Studies , Humans , Kaplan-Meier Estimate , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/drug therapy , Male , Medicare , Middle Aged , Mortality , Protein Kinase Inhibitors/adverse effects , Protein Kinase Inhibitors/therapeutic use , Retrospective Studies , SEER Program , United States/epidemiology , Vascular Diseases/diagnosis
9.
J Comp Eff Res ; 5(1): 39-48, 2016 Jan.
Article in English | MEDLINE | ID: mdl-26690040

ABSTRACT

AIMS: To analyze administrative claims data from Medicaid, Medicare and commercial insurance sources to estimate stroke risk, bleeding risk, and the use of antithrombotic treatment in patients with atrial fibrillation (AF). METHODS: Included patients were aged ≥18 years with a new or existing diagnosis of AF. Outcomes were assessed over 1 year and included stroke risk (CHADS2/CHA2DS2-VASc score), bleeding risk (ATRIA score) and anticoagulant use. RESULTS: A total of 115,906 patients with AF met inclusion criteria between six databases. Among patients with high stroke risk (CHADS2 ≥2) and low bleeding risk (ATRIA 0-3), 42-82% did not receive an antithrombotic. CONCLUSION: Levels of thromboprophylaxis for high-risk AF patients in real-world data differ significantly from current medical guidelines for stroke prevention.


Subject(s)
Anticoagulants/adverse effects , Atrial Fibrillation/drug therapy , Hemorrhage/chemically induced , Insurance, Health , Aged , Anticoagulants/therapeutic use , Female , Humans , Male , Medicaid , Medicare , Risk Assessment , Risk Factors , Stroke/chemically induced , United States
10.
J Womens Health (Larchmt) ; 24(5): 374-83, 2015 May.
Article in English | MEDLINE | ID: mdl-25973799

ABSTRACT

BACKGROUND: Little is known about the prevalence and cumulative burden of coexisting health conditions including chronic joint and muscular pain, urinary incontinence (UI), depression, osteoporosis risk, moderate/severe vasomotor symptoms, and vulvar/vaginal atrophy (VVA). We surveyed a nationally representative U.S. sample of midlife (age 40-64 years) women to ascertain the prevalence, general health-related quality of life (HRQoL), and health-seeking behaviors associated with these six conditions. METHODS: This cross-sectional, telephone survey collected data from a sample of English- and Spanish-speaking U.S. women. The survey contained demographic and menopausal status questions, and also five condition-specific symptom/disease risk-screening instruments. The EuroQol 5 dimensions (EQ-5D) questionnaire was used to measure HRQoL. Health-seeking behavior was measured based on clinician discussion of and recent treatment for each condition. RESULTS: Three thousand fifty eight women (mean age 53.4 years) completed the survey. The majority were white (75.6%), married (60.5%), employed full- or part-time (59.0%), and postmenopausal (69.8%; based on self-report). The prevalence [95% confidence interval] of 0, 1, 2, and ≥3 conditions was 35.2% [33.5-36.9], 34.2% [32.5-35.9], 17.9% [16.6-19.3], and 12.7% [11.5-13.9], respectively. Osteoporosis risk (30.6%) was most prevalent, followed by VVA (27.8%) and UI (26.6%). UI and VVA coexisted most frequently (11.3%), followed by osteoporosis risk and VVA (9.8%). EQ-5D scores decreased with increasing number of illnesses (0, 1, 2, and ≥3 conditions, means: 0.92, 0.87, 0.77, 0.61, respectively; p<0.01). Health-seeking behavior varied by condition. CONCLUSION: Over 25% of women surveyed had multiple coexisting conditions. Lower HRQoL was associated with multiple conditions and with each added condition.


Subject(s)
Health Status Indicators , Osteoporosis/epidemiology , Quality of Life , Urinary Incontinence/epidemiology , Vaginal Diseases/epidemiology , Adult , Comorbidity , Cross-Sectional Studies , Female , Health Behavior , Humans , Middle Aged , Surveys and Questionnaires , United States
12.
J Thromb Thrombolysis ; 39(4): 434-42, 2015 May.
Article in English | MEDLINE | ID: mdl-25079971

ABSTRACT

The objective of this study was to assess deep vein thrombosis and pulmonary embolism (DVT/PE) recurrence rates and resource utilization among patients with an initial DVT or PE event across multiple payer perspectives. Retrospective analyses were performed using a software tool that analyzes health plan claims to evaluate treatment patterns and resource utilization for various cardiovascular conditions. Six databases were analyzed from three payer perspectives (Commercial, Medicare, and Medicaid). Patients were ≥18 years old with a primary diagnosis of DVT or PE associated with an inpatient and/or emergency room claim, had received an antithrombotic within 7 days before or 14 days after index, and had no diagnosis of atrial fibrillation during follow-up. Outcomes were assessed over a 1 year period following index. More PE patients were hospitalized for their index event than DVT patients (42-59 % DVT and 69-86 % PE) and had longer mean length of stay (2.35-2.95 days DVT and 3.26-3.76 days PE). Recurrent event rates among PE patients (12-32 %) were higher than those for DVT patients (6-16 %) across all payers. The highest rate of recurrence was observed among the Medicaid population [23 % overall (VTE); 16 % DVT; 32 % PE]. All-cause hospitalization in the year following their VTE episode occurred in 23-67 % DVT patients and 30-68 % PE patients. Medicaid had the highest proportion of patients with hospitalizations and ER visits. Recurrent VTE events and all-cause hospitalizations are relatively common, especially for patients who had a PE, and among those in the Medicaid payer population.


Subject(s)
Databases, Factual , Hospitalization/economics , Insurance Claim Review , Medicaid , Pulmonary Embolism/economics , Venous Thrombosis/economics , Adolescent , Adult , Aged , Female , Humans , Male , Middle Aged , Pulmonary Embolism/therapy , Recurrence , United States , Venous Thrombosis/therapy
13.
J Comp Eff Res ; 3(5): 481-90, 2014 Sep.
Article in English | MEDLINE | ID: mdl-25350800

ABSTRACT

AIM: To evaluate treatment patterns among elderly, newly diagnosed stage IV breast cancer patients receiving HER-2-targeted therapy. METHODS: Women aged 65+ with an incident diagnosis of stage IV breast cancer (index) and no history of other cancer were identified from 2006 to 2010 linked Surveillance, Epidemiology and End RESULTS and Medicare data. Continuous enrollment from 1 year preindex (baseline) through disenrollment, death or the end of the data (follow-up) was required. Patients were required to receive HER-2-targeted therapy (trastuzumab or lapatinib) during follow-up. Treatment therapies during follow-up were evaluated, as was the distribution of treatment combinations. Initial treatment regimens were evaluated based on the treatment(s) received after index. A 42-day gap in therapy or the addition of a biologic therapy was used as a marker for a subsequent regimen. RESULTS: A total of 173 patients were identified (mean [standard deviation] age: 73.9 [6.7] years). The majority received trastuzumab (>93%) during follow-up (mean [standard deviation] duration: 24.3 [11.3] months), with 9.8% receiving lapatinib. Most received chemotherapy (83.2%), approximately half received surgery (55.5%), over 40% received hormonal therapy and a third received radiation (35.3%). Trastuzumab + chemotherapy was the most common initial treatment regimen (43.9%); less common therapies include trastuzumab alone (17.3%), and trastuzumab + chemotherapy + hormonal (13.3%). Among patients receiving chemotherapy, the majority received a taxane-based chemotherapy. The average treatment duration for any treatment regimen was just less than a year (44.9-52.5 weeks). CONCLUSION: Among this population, the majority received taxane-based combination chemotherapy, consistent with National Comprehensive Cancer Network guidelines.


Subject(s)
Antibodies, Monoclonal, Humanized/therapeutic use , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Breast Neoplasms/therapy , Mastectomy/statistics & numerical data , Quinazolines/therapeutic use , Receptor, ErbB-2 , Aged , Antineoplastic Agents/therapeutic use , Breast/surgery , Breast Neoplasms/drug therapy , Breast Neoplasms/radiotherapy , Chemotherapy, Adjuvant , Female , Follow-Up Studies , Humans , Lapatinib , Mastectomy/methods , Medicare , Radiotherapy, Adjuvant , Retrospective Studies , Time Factors , Trastuzumab , Treatment Outcome , United States
14.
BMC Health Serv Res ; 14: 329, 2014 Jul 28.
Article in English | MEDLINE | ID: mdl-25069459

ABSTRACT

BACKGROUND: Oral anticoagulation is recommended for stroke prevention in intermediate/high stroke risk atrial fibrillation (AF) patients. The objective of this study was to demonstrate the usefulness of analytic software tools for descriptive analyses of disease management in atrial AF; a secondary objective is to demonstrate patterns of potential anticoagulant undertreatment in AF. METHODS: Retrospective data analyses were performed using the Anticoagulant Quality Improvement Analyzer (AQuIA), a software tool designed to analyze health plan data. Two-year data from five databases were analyzed: IMS LifeLink (IMS), MarketScan Commercial (MarketScanCommercial), MarketScan Medicare Supplemental (MarketScanMedicare), Clinformatics™ DataMart, a product of OptumInsight Life Sciences (Optum), and a Medicaid Database (Medicaid). Included patients were ≥ 18 years old with a new or existing diagnosis of AF. The first observed AF diagnosis constituted the index date, with patient outcomes assessed over a one year period. Key study measures included stroke risk level, anticoagulant use, and frequency of International Normalized Ratio (INR) monitoring. RESULTS: High stroke risk (CHADS2 ≥ 2 points) was estimated in 54% (IMS), 22% (MarketScanCommercial), 64% (MarketscanMedicare), 42% (Optum) and 62% (Medicaid) of the total eligible population. Overall, 35%, 29%, 38%, 39% and 16% of all AF patients received an anticoagulant medication in IMS, MarketScanCommercial, MarketScanMedicare, Optum and Medicaid, respectively. Among patients at high risk for stroke, 19% to 51% received any anticoagulant. CONCLUSIONS: The AQuIA provided a consistent platform for analysis across multiple AF populations with varying baseline characteristics. Analyzer results show that many high-risk AF patients in selected commercial, Medicare-eligible, and Medicaid populations do not receive appropriate thromboprophylaxis, as recommended by treatment guidelines.


Subject(s)
Anticoagulants/administration & dosage , Atrial Fibrillation/drug therapy , Stroke/prevention & control , Warfarin/administration & dosage , Aged , Aged, 80 and over , Anticoagulants/adverse effects , Atrial Fibrillation/complications , Databases, Factual , Female , Hospitalization/statistics & numerical data , Humans , Male , Medicaid , Medicare , Middle Aged , Patient Selection , Retrospective Studies , Stroke/etiology , United States , Warfarin/adverse effects
15.
BMC Health Serv Res ; 14: 298, 2014 Jul 09.
Article in English | MEDLINE | ID: mdl-25008431

ABSTRACT

BACKGROUND: Few studies have evaluated survival, treatment, resource use, and costs among women with stage IV ER + breast cancer (BC) who did not receive HER2 targeted therapy. METHODS: Using linked Surveillance, Epidemiology, and End Results (SEER) and Medicare data from 2006-2009, women aged 66+ years with an incident diagnosis of stage IV ER + BC (index date) in 2007 and no HER2 targeted therapy were identified. A comparison cohort without cancer was created from the SEER 5% Medicare sample and matched 1:1 to the study cohort based on age, sex, and race. All patients had continuous enrollment for a 12-month baseline period prior to index and were followed until the end of the study window, disenrollment, or death, whichever came first. Resource utilization and costs (by place of service, reported per patient per month, PPPM) were compared across cohorts. Treatment patterns including receipt of surgery, radiation, chemotherapy, aromatase inhibitors (AI), and non-AI hormonal therapy were evaluated for study cohort patients with at least 2 months of follow-up. Kaplan-Meier survival analysis was also conducted. RESULTS: 325 women with stage IV ER + BC without HER2 targeted therapy were identified and matched to 325 women without cancer. Mean age was 77 years for both cohorts, with average follow-up of 18 months for study patients and 26 months for comparison patients. Compared to the comparison cohort, study patients had significantly higher mortality (60.3% versus 31.1%, P < 0.001), shorter survival (survival at 36 months 28% vs. 62%) and higher resource utilization across all settings except for oral prescription drugs. Total PPPM healthcare costs were also significantly higher among study patients ($7,271 vs. $1,778, P < 0.001). Approximately 57% of study patients with 2+ months of follow-up received chemotherapy and over 62% received an AI during follow-up. Within 4 months of cancer diagnosis, surgery and radiation were received by 39% and 32% of study patients, respectively. CONCLUSIONS: We found significant excess clinical and economic burden among women with stage IV ER + breast cancer who did not receive HER2 targeted therapy. Future studies with more precise and recent data are warranted to confirm and extend these results.


Subject(s)
Breast Neoplasms/pathology , Health Care Costs/statistics & numerical data , Health Resources/statistics & numerical data , Aged , Antibodies, Monoclonal, Humanized/administration & dosage , Antineoplastic Agents/administration & dosage , Breast Neoplasms/chemistry , Breast Neoplasms/drug therapy , Breast Neoplasms/mortality , Female , Health Services Research , Humans , Kaplan-Meier Estimate , Lapatinib , Medicare , Neoplasm Staging , Quinazolines/administration & dosage , Receptor, ErbB-2/analysis , Receptors, Estrogen/analysis , Retrospective Studies , Risk Factors , SEER Program , Trastuzumab , United States/epidemiology
16.
BMC Med Imaging ; 13: 40, 2013 Nov 26.
Article in English | MEDLINE | ID: mdl-24279724

ABSTRACT

BACKGROUND: Concerns have been raised regarding growth in advanced diagnostic imaging use. This study evaluated trends in national outpatient MRI/CT utilization rates during 2000-2009 and factors associated with utilization. METHODS: This retrospective database analysis used data on all respondents in the nationally representative U.S. Medical Expenditure Panel Survey (MEPS) during 2000-2009. Visits involving advanced diagnostic imaging were identified based on self-reported use of MRI or CT tests at emergency departments, office-based medical providers, and outpatient departments. The imaging utilization rate was defined as the number of outpatient visits with MRI/CT per 1,000 person-years. Results were weighted to create nationally representative estimates at the person-year level for each year and the pooled 10-year period. A multivariate logistic regression was estimated to identify predictors of imaging use. RESULTS: A total of 319,246 person-years were included in the analysis. MRI/CT utilization rates increased from 64.3 to 109.1 per 1,000 person years from 2000 to 2009, with older persons, females and Medicare enrollees having higher rates of use. Growth in imaging slowed in recent years; the average annual decline in the imaging growth rate was larger than that for all outpatient services (4.7% vs. 0.9%). The percentage of respondents with MRI/CT use (6.7% during 2000-2009) also increased at a slower rate in later years and declined during 2007-2009. The average number of MRI/CT visits among imaging users was steady at about 1.5 visits during 2000-2009. Age, female gender, White race, HMO participation, and all payer types (vs. uninsured) were significant predictors of imaging use. Compared to 2005, years 2000-2003 were associated with a significantly lower likelihood of imaging use, while years 2004-2009 were not significantly associated, suggesting a slow-down in later years. CONCLUSIONS: Growth in advanced imaging utilization appears to have slowed in recent years, a finding of potential interest to policy-makers and payers.


Subject(s)
Hospitalization/economics , Hospitalization/statistics & numerical data , Insurance Claim Reporting/statistics & numerical data , Magnetic Resonance Imaging/economics , Magnetic Resonance Imaging/statistics & numerical data , Tomography, X-Ray Computed/economics , Tomography, X-Ray Computed/statistics & numerical data , Adolescent , Adult , Aged , Aged, 80 and over , Child , Child, Preschool , Female , Humans , Infant , Infant, Newborn , Insurance Claim Reporting/economics , Male , Middle Aged , Outpatients/statistics & numerical data , United States/epidemiology , Utilization Review , Young Adult
17.
J Med Econ ; 16(8): 997-1006, 2013 Aug.
Article in English | MEDLINE | ID: mdl-23777223

ABSTRACT

OBJECTIVE: To assess rates and predictors of antipsychotic non-adherence and hospitalizations among patients with schizophrenia in separate Medicaid and commercial populations. METHODS: This retrospective analysis used the Thomson Reuters MarketScan Multi-State Medicaid and IMS LifeLink Health Plan claims databases. These analyses included patients with a diagnosis of schizophrenia (295.xx) who received a prescription for an antipsychotic between January 1, 2008, and June 30, 2009 (date of first claim in window defined as index). Patients were required to have one additional antipsychotic prescription in the 1 year following index. Rates of adherence and psychiatric and all-cause hospitalization were evaluated. Multivariate logistic regression models identified predictors of antipsychotic non-adherence and hospitalization. These analyses were not intended to compare outcomes between the Medicaid and commercial populations. RESULTS: Patients, 20,710 Medicaid and 7528 commercial, met all inclusion criteria. Both populations were ∼47% male, with a younger mean ± SD age among the Medicaid population (42.6 ± 14.1 vs 47.9 ± 17.1 years). Mean ± SD MPR in follow-up was 0.77 ± 0.25 in the Medicaid population (37.5% non-adherent) and 0.73 ± 0.27 in the commercial group (44.6% non-adherent). Rates of all-cause and psychiatric hospitalizations were 28.6% and 27.2%, respectively, among Medicaid and 29.2% and 26.3% among commercial patients. Newly starting antipsychotics and being non-adherent to therapy at baseline were both found to significantly increase the likelihood of non-adherence 12-fold in the Medicaid population (both p < 0.001) and 8-fold in the commercial population (both p < 0.001). Medicaid patients with a baseline psychiatric hospitalization had a 3-fold increased likelihood of hospitalization (p < 0.001) and commercial patients had a 2-fold increase (p < 0.001). LIMITATIONS: These two populations were not compared statistically; no conclusions as to the cause of any observed differences in outcomes can be made. CONCLUSIONS: Previous non-adherence, newly starting antipsychotic therapy, and previous hospitalization were significant predictors of non-adherence and hospitalization in Medicaid and commercial populations.


Subject(s)
Antipsychotic Agents/administration & dosage , Hospitalization/statistics & numerical data , Insurance, Health/statistics & numerical data , Medicaid/statistics & numerical data , Medication Adherence/statistics & numerical data , Schizophrenia/drug therapy , Adult , Comorbidity , Female , Humans , Insurance Claim Review/statistics & numerical data , Male , Middle Aged , Retrospective Studies , Risk Factors , Socioeconomic Factors , United States
18.
Article in English | MEDLINE | ID: mdl-23691642

ABSTRACT

We investigated associations between type 2 diabetes (DM) and several variables, including poor oral health and overweight/obesity, among a group of elderly Hmong subjects (60 years and older) who emigrated to the United States following the Vietnam conflict. Each subject was interviewed and their weight, height and waist circumference were measured. Each subject had an oral health examination. Each subject's saliva was analyzed for seven components related to inflammation. The presence of DM was correlated with poor oral health (POH) and overweight/obesity (OW) separately. There was a strong correlation between concurrent POH and OW and the presence of DM: all subjects with both POH and OW had DM. Logistic multivariate analysis of OW, POH, age, years of residence in California, and stress level revealed a significant association between the presence of DM and concurrent OW and POH. A change in diet after immigration was excluded as an explanatory variable. Subjects with DM and concurrent OW and POH had significantly elevated salivary levels of five analyses related to chronic inflammation. The association between POH and OW and the presence of DM needs further study.


Subject(s)
Asian/statistics & numerical data , Diabetes Mellitus, Type 2/epidemiology , Obesity/epidemiology , Oral Health/statistics & numerical data , Age Factors , Aged , Aged, 80 and over , Body Mass Index , California/epidemiology , Humans , Saliva/chemistry , Stress, Psychological , Vietnam/epidemiology
19.
J Med Econ ; 14(2): 217-26, 2011.
Article in English | MEDLINE | ID: mdl-21370989

ABSTRACT

PURPOSE: To assess rates and predictors of medication nonadherence and hospitalization among patients with bipolar I disorder. METHODS: This was a retrospective cohort analysis of Medicaid patients who were aged ≥ 18 years, had ≥ 1 inpatient or ≥ 2 outpatient medical claims indicating bipolar I disorder (ICD-9-CM codes 296.0x-296.1x, 296.4x-296.7x), and filled ≥ 1 prescription for antipsychotic medication between January 1, 2004, and December 31, 2006. Patients were followed for 1 year from the date of first (index) antipsychotic prescription. Patients were required to be continuously eligible for Medicaid without dual Medicare eligibility from 1 year before (baseline) through 1 year after (follow-up) index, and were required to receive ≥ 1 additional antipsychotic during follow-up. Descriptive statistics and predictors of medication nonadherence (medication possession ratio <0.8) and hospitalization were generated. RESULTS: A total of 9410 patients met study eligibility criteria with a mean age of 38 years; 74% were female and 75% were white. Approximately 31% and 57% had baseline diagnoses of substance abuse and other psychiatric conditions, respectively. During follow-up, roughly 60% of patients were nonadherent and 40% of patients were hospitalized for any reason (37% psychiatric-related). Multivariate analysis showed that new antipsychotic starts, younger patients, those with a baseline concomitant substance abuse diagnosis, those taking a baseline antidepressant, and those with a baseline psychiatric hospitalization had significantly higher risk of nonadherence. Baseline psychiatric hospitalization, baseline substance abuse or other psychosis diagnosis, baseline use of an anxiolytic, anticholinergic, or anticonvulsant, and nonadherence to therapy in the follow-up period were significant predictors of increased risk of hospitalization. LIMITATIONS: This analysis did not attempt to evaluate the complex relationships among treatment type, adherence, hospitalization, and other variables. CONCLUSIONS: Study results showed that the risk of nonadherence is relatively high and confirmed that nonadherence is associated with a greater risk of hospitalization.


Subject(s)
Antipsychotic Agents/therapeutic use , Bipolar Disorder/drug therapy , Hospitalization/statistics & numerical data , Medication Adherence/statistics & numerical data , Adolescent , Adult , Aged , Anti-Anxiety Agents/economics , Anti-Anxiety Agents/therapeutic use , Anticonvulsants/economics , Anticonvulsants/therapeutic use , Antidepressive Agents/economics , Antidepressive Agents/therapeutic use , Antipsychotic Agents/economics , Antipsychotic Agents/pharmacokinetics , Bipolar Disorder/economics , Cholinergic Antagonists/economics , Cholinergic Antagonists/therapeutic use , Female , Health Status Indicators , Humans , Male , Medicare/economics , Medicare/statistics & numerical data , Middle Aged , Multivariate Analysis , Retrospective Studies , Risk Factors , Time Factors , United States , Young Adult
20.
Psychiatr Serv ; 61(12): 1239-47, 2010 Dec.
Article in English | MEDLINE | ID: mdl-21123409

ABSTRACT

OBJECTIVE: This analysis assessed rates of medication adherence and predictors of nonadherence and hospitalization among patients treated with long-acting injectable and oral antipsychotic therapies. METHODS: Data were from a retrospective analysis of Florida Medicaid recipients with schizophrenic disorder (ICD-9-CM code 295.XX) who received a prescription for an antipsychotic between July 1, 2004, and June 30, 2005. Patients were required to have filled one additional antipsychotic prescription during follow-up. Adherence measures included medication possession ratio (MPR), medication persistence, medication consistency, and maximum gap in treatment. Multivariate logistic regression models identified predictors of nonadherence and hospitalization. RESULTS: Patients were considered adherent if they had an MPR ≥ .8. A total of 12,032 patients met selection criteria. The mean ± SD MPR was .79 ± .23, medication persistence was 94.1% ± 16.4%, medication consistency was 83.3% ± 16.4%, and the maximum gap in treatment was 29.7 ± 41.4 days. Thirty-seven percent of patients were hospitalized for any cause, and 32% had a psychiatric hospitalization. Predictors of nonadherence included newly starting treatment; younger age; a substance abuse diagnosis; use of a mood stabilizer, antidepressant, anxiolytic, or anticholinergic; and receipt of long-acting first-generation antipsychotics. Receipt of long-acting second-generation therapy or receipt of both first- and second-generation medications was associated with lower likelihood of nonadherence. Predictors of hospitalization risk included a diagnosis of other psychoses or substance abuse, anticholinergic use, and nonadherence to therapy. CONCLUSIONS: Results document rates of antipsychotic adherence and predictors of nonadherence and hospitalization. Findings may be useful to health plan administrators, formulary decision makers, and physicians.


Subject(s)
Antipsychotic Agents/therapeutic use , Hospitalization , Patient Compliance , Schizophrenia/drug therapy , Adolescent , Adult , Aged , Female , Florida , Humans , Logistic Models , Male , Medicaid , Middle Aged , Retrospective Studies , United States , Young Adult
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