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1.
Obes Sci Pract ; 10(1): e727, 2024 Feb.
Article in English | MEDLINE | ID: mdl-38187124

ABSTRACT

Objective: Bariatric procedures have become safer in recent years, warranting new data on long-term costs. This study examined the impact of bariatric procedures on a person's long-term healthcare costs up to 10 years and if it differed by socio-economic status (SES). Methods: This retrospective observational study compared the downstream health care cost of patients with obesity who had undergone bariatric surgery (BS) between 2009 and 2018 to a 1:1 matched group of members with obesity but no surgery. Results: 167,764 individuals from administrative claims data with an obesity diagnosis were included; 83,882 in the BS group and 83,882 in the non-surgical group. In follow-up years 2-10, the BS group was associated with lower total medical healthcare cost compared to the non-surgical group (cost ratios ranged 0.85-0.93, p values < 0.05). When stratifying the BS group by SES quartiles, there were no significant cost differences by SES (cost ratios ranged from 0.96 to 1.05, most p values > 0.05). Conclusions: BS was associated with lower long-term follow-up medical cost and cost savings appeared similar among the SES quartiles in the BS group. The study results may help policy makers and employers in designing benefits and extending coverage for bariatric surgical procedures.

2.
Popul Health Manag ; 26(5): 325-331, 2023 Oct.
Article in English | MEDLINE | ID: mdl-37676993

ABSTRACT

The COVID-19 pandemic may widen the disparities in access to behavioral health (BH) services among groups that have been historically marginalized. However, the rapid expansion of telehealth presents an opportunity to reduce these disparities. The objective was to assess the impact of COVID-19 on BH visits, including in-person and telehealth, and BH treatments by different race and ethnicity groups. This was a retrospective, observational study using administrative claim data. Two cohorts were created: a before-COVID-19 group and a during-COVID-19 group. A difference-in-differences analysis was conducted to assess the access to BH-related visits between the 2 groups by different race and ethnicity groups. The study sample included 90,268 patients aged 18 to 64 years with repeated BH diagnoses in baseline periods and continuous medical and pharmacy enrollment. During the pandemic, BH telehealth visits surged, whereas the overall utilization of BH services, mental health medication, and counseling declined among all racial groups as the BH telehealth increase did not fully compensate for the reduction of in-person visits. Latino patients had a higher likelihood of using BH telehealth visits than White patients. However, Black patients had a lower likelihood of using substance use disorder (SUD) treatment than their White counterparts. Our results also suggested that care continuation and pre-established care-seeking behaviors are associated with increasing BH visits and treatments. As policy makers and payers are expanding offerings of telehealth visits, it is imperative to do so through a health equity lens and center the needs of groups that have been economically and socially marginalized to advance equitable adoption of telehealth.

3.
BMC Pregnancy Childbirth ; 23(1): 514, 2023 Jul 14.
Article in English | MEDLINE | ID: mdl-37452285

ABSTRACT

BACKGROUND: Hypertensive disorders during pregnancy continue to increase in prevalence and are associated with several adverse outcomes and future cardiovascular risk for mothers. This study evaluated the association of hypertensive disorders compared to no hypertension during pregnancy with neonatal and maternal outcomes. We then evaluated risk factors associated with progression from a less to more severe hypertensive disorder during pregnancy. METHODS: We conducted a propensity-matched retrospective cohort study utilizing Medicaid claims data from a national insurer. The study population consisted of mothers with and without hypertensive disorders who delivered between 7/1/2016-12/31/2018 and their infants. Hypertensive disorders included gestational hypertension, chronic hypertension, preeclampsia, and superimposed preeclampsia. Propensity score matching was used to match mothers without to those with hypertensive disorders. Regression models were used to compare maternal and neonatal outcomes. Stepwise logistic regression was used to determine characteristics associated with the progression of gestational hypertension to preeclampsia or chronic hypertension to superimposed preeclampsia. RESULTS: We observed the highest risk of cesarean delivery (odds ratio [OR]:1.61 and 1.99) in mothers and preterm delivery (OR:2.22 and 5.37), respiratory distress syndrome (OR:2.39 and 4.19), and low birthweight (OR:3.64 and 9.61) in babies born to mothers with preeclampsia or superimposed preeclampsia compared to no hypertension, respectively (p < 0.05 for all outcomes). These outcomes were slightly higher among chronic or gestational hypertension compared to no hypertension, however, most were not statistically significant. Risk of neonatal intensive care unit utilization was higher among more severe hypertensive disorders (OR:2.41 for preeclampsia, OR:4.87 for superimposed preeclampsia). Obesity/overweight and having a history of preeclampsia during a prior pregnancy were most likely to predict progression from gestational/chronic hypertension to preeclampsia/superimposed preeclampsia. CONCLUSION: Mothers and neonates born to mothers with preeclampsia or superimposed preeclampsia experienced more adverse outcomes compared to those without hypertension. Mothers and neonates born to mothers with gestational hypertension had outcomes similar to those without hypertension. Outcomes for those with chronic hypertension fell in between gestational hypertension and preeclampsia. Obesity/overweight and having a history of preeclampsia during a prior pregnancy were strong risk factors for hypertension progression.


Subject(s)
Hypertension, Pregnancy-Induced , Pre-Eclampsia , Pregnancy , Infant, Newborn , Female , Humans , Hypertension, Pregnancy-Induced/epidemiology , Pre-Eclampsia/epidemiology , Retrospective Studies , Overweight , Insurance Claim Review , Obesity
4.
JAMA Intern Med ; 182(9): 926-933, 2022 09 01.
Article in English | MEDLINE | ID: mdl-35849410

ABSTRACT

Importance: Intravascular microaxial left ventricular assist device (LVAD) compared with intra-aortic balloon pump (IABP) has been associated with increased risk of mortality and bleeding among patients with acute myocardial infarction (AMI) and cardiogenic shock (CS) undergoing percutaneous coronary intervention (PCI). However, evidence on the association of device therapy with a broader array of clinical outcomes, including data on long-term outcomes and cost, is limited. Objective: To examine the association between intravascular LVAD or IABP use and clinical outcomes and cost in patients with AMI complicated by CS. Design, Setting, and Participants: This retrospective propensity-matched cohort study used administrative claims data for commercially insured patients from 14 states across the US. Patients included in the analysis underwent PCI for AMI complicated by CS from January 1, 2015, to April 30, 2020. Data analysis was performed from April to November 2021. Exposures: Use of either an intravascular LVAD or IABP. Main Outcomes and Measures: The primary outcomes were mortality, stroke, severe bleeding, repeat revascularization, kidney replacement therapy (KRT), and total health care costs during the index admission. Clinical outcomes and cost were also assessed at 30 days and 1 year. Results: Among 3077 patients undergoing PCI for AMI complicated by CS, the mean (SD) age was 65.2 (12.5) years, and 986 (32.0%) had cardiac arrest. Among 817 propensity-matched pairs, intravascular LVAD use was associated with significantly higher in-hospital (36.2% vs 25.8%; odds ratio [OR], 1.63; 95% CI, 1.32-2.02), 30-day (40.1% vs 28.3%; OR, 1.71; 95% CI, 1.37-2.13), and 1-year mortality (58.9% vs 45.0%; hazard ratio [HR], 1.44; 95% CI, 1.21-1.71) compared with IABP. At 30 days, intravascular LVAD use was associated with significantly higher bleeding (19.1% vs 14.5%; OR, 1.35; 95% CI, 1.04-1.76), KRT (12.2% vs 7.0%; OR, 1.88; 95% CI, 1.30-2.73), and mean cost (+$51 680; 95% CI, $31 488-$75 178). At 1 year, the association of intravascular LVAD use with bleeding (29.7% vs 24.3%; HR, 1.36; 95% CI, 1.05-1.75), KRT (18.1% vs 10.9%; HR, 1.95; 95% CI, 1.35-2.83), and mean cost (+$46 609; 95% CI, $22 126-$75 461) persisted. Conclusions and Relevance: In this propensity-matched analysis of patients undergoing PCI for AMI complicated by CS, intravascular LVAD use was associated with increased short-term and 1-year risk of mortality, bleeding, KRT, and cost compared with IABP. There is an urgent need for additional evidence surrounding the optimal management of patients with AMI complicated by CS.


Subject(s)
Heart-Assist Devices , Myocardial Infarction , Percutaneous Coronary Intervention , Aged , Cohort Studies , Hemorrhage/etiology , Hemorrhage/therapy , Humans , Intra-Aortic Balloon Pumping/adverse effects , Percutaneous Coronary Intervention/adverse effects , Retrospective Studies , Shock, Cardiogenic/etiology , Shock, Cardiogenic/therapy , Treatment Outcome
5.
Pain Med ; 22(11): 2754-2762, 2021 Nov 26.
Article in English | MEDLINE | ID: mdl-34129042

ABSTRACT

OBJECTIVE: To compare prescribed opioid use and invasive surgical interventions between patients using acupuncture and those using non-steroidal anti-inflammatory drugs (NSAIDs)/physical therapy (PT). DESIGN: Retrospective observational study of administrative claims. SETTING: Large commercial insurance plan. SUBJECTS: 52 346 each treated with either acupuncture or NSAIDs/PT. METHODS: Users of acupuncture and NSAIDs/PT were identified from January 1, 2014, to December 31, 2017. The first date of each service was defined as the index date. Acupuncture patients were 1:1 propensity score matched to the NSAIDs/PT group on baseline characteristics. Outcomes included opioid use, subsequent invasive surgical procedures, healthcare utilization such as hospitalizations or emergency department (ED) visits, and costs. These were assessed in the 12-month period before index date (baseline) and 12-month period following index date (follow-up) using difference-in-difference (DID) analysis. Results for opioid use were stratified by those with and without baseline opioid use. RESULTS: The acupuncture group had fewer patients initiating opioids post-index both among those with (49.2% vs 56.5%, P < .001) and without (15.9% vs 22.6%, P < .001) baseline opioid use. There was a small increase in invasive surgical procedures with acupuncture (3.1% vs 2.8%, P = .006). A reduction in ED visits was observed with acupuncture (DID -4.6% for all-cause; -3.3% for pain-related, all P < .001). Acupuncture was associated with higher total medical and pharmacy costs (DID +$1331 per patient, P = .006). CONCLUSIONS: Acupuncture showed a modest effect in reducing opioid use and ED visits. More research on acupuncture's place in emergency care, pain relief, and comparison to other types of non-opioid treatment is needed.


Subject(s)
Acupuncture Therapy , Opioid-Related Disorders , Analgesics, Opioid/therapeutic use , Humans , Opioid-Related Disorders/drug therapy , Pain/drug therapy , Retrospective Studies
6.
Diabetol Metab Syndr ; 13(1): 47, 2021 Apr 21.
Article in English | MEDLINE | ID: mdl-33883009

ABSTRACT

This claims-based retrospective cohort study examined the prevalence and incremental impact of non-alcoholic steatohepatitis among children with type 2 diabetes mellitus in the United States. Although diagnoses of non-alcoholic steatohepatitis were not common among diabetic children, it was associated with significantly higher incremental healthcare cost and risk of hospitalization.

7.
Obes Surg ; 31(8): 3531-3540, 2021 08.
Article in English | MEDLINE | ID: mdl-33877506

ABSTRACT

PURPOSE: Obesity is a highly prevalent condition with severe clinical burden. Bariatric procedures are an important and expanding treatment option. This study compared short-(30-day composite adverse events) and long-term (intervention/operation, endoscopy, hospitalization, and mortality up to 5 years) safety outcomes associated with three bariatric surgical procedures. MATERIALS AND METHODS: This observational cohort study replicated an electronic health record study comparing short- and long-term problems associated with three bariatric surgical procedures between January 1, 2006, and September 30, 2015, within a Health Plan Research Network. RESULTS: Of 95,251 adults, 34,240 (36%) underwent adjustable gastric banding (AGB), 36,206 (38%) Roux-en-Y gastric bypass (RYGB), and 24,805 (26%) sleeve gastrectomy (SG). Median (interquartile range) years of follow-up was 3.3 (1.4-5.0) (AGB), 2.5 (1.0-4.6) (RYGB), and 1.1 (0.5-2.1) (SG). Overall mean (SD) age was 44.2 (11.4) years. The cohort was predominantly female (76%). Thirty-day composite adverse events occurred more frequently following RYGB (3.8%) than AGB (3.1%) and SG (2.8%). Operation/intervention was less likely in SG than in RYGB (adjusted hazard ratio (AHR), 0.87; 95%CI, 0.80-0.96; P=0.003), and more likely in AGB than in RYGB (AHR, 2.10; 95%CI, 2.00-2.21; P<0.001). Hospitalization was less likely after ABG and SG than after RYGB: AGB vs. RYGB, AHR=0.73; 95%CI, 0.71-0.76; P<0.001; SG vs. RYGB, AHR=0.79; 95%CI, 0.76-0.83; P<0.001. Mortality was most likely for RYGB (SG vs. RYGB: AHR, 0.76; 95%CI, 0.64-0.92; P=0.004; AGB vs. RYGB: AHR, 0.49; 95%CI, 0.43-0.56; P=0.001). CONCLUSIONS: Interventions, operations, and hospitalizations were more often associated with AGB and RYGB than SG while RYGB had the lowest risk for revision.


Subject(s)
Bariatric Surgery , Gastric Bypass , Obesity, Morbid , Adult , Bariatric Surgery/adverse effects , Cohort Studies , Female , Gastrectomy/adverse effects , Gastric Bypass/adverse effects , Humans , Obesity, Morbid/surgery , Patient-Centered Care , Postoperative Complications/epidemiology , Postoperative Complications/surgery , Retrospective Studies , Treatment Outcome
8.
BMC Health Serv Res ; 21(1): 116, 2021 Feb 04.
Article in English | MEDLINE | ID: mdl-33541346

ABSTRACT

BACKGROUND: The supplementation of electronic health records data with administrative claims data may be used to capture outcome events more comprehensively in longitudinal observational studies. This study investigated the utility of administrative claims data to identify outcomes across health systems using a comparative effectiveness study of different types of bariatric surgery as a model. METHODS: This observational cohort study identified patients who had bariatric surgery between 2007 and 2015 within the HealthCore Anthem Research Network (HCARN) database in the National Patient-Centered Clinical Research Network (PCORnet) common data model. Patients whose procedures were performed in a member facility affiliated with PCORnet Clinical Research Networks (CRNs) were selected. The outcomes included a 30-day composite adverse event (including venous thromboembolism, percutaneous/operative intervention, failure to discharge and death), and all-cause hospitalization, abdominal operation or intervention, and in-hospital death up to 5 years after the procedure. Outcomes were classified as occurring within or outside PCORnet CRN health systems using facility identifiers. RESULTS: We identified 4899 patients who had bariatric surgery in one of the PCORnet CRN health systems. For 30-day composite adverse event, the inclusion of HCARN multi-site claims data marginally increased the incidence rate based only on HCARN single-site claims data for PCORnet CRNs from 3.9 to 4.2%. During the 5-year follow-up period, 56.8% of all-cause hospitalizations, 31.2% abdominal operations or interventions, and 32.3% of in-hospital deaths occurred outside PCORnet CRNs. Incidence rates (events per 100 patient-years) were significantly lower when based on claims from a single PCORnet CRN only compared to using claims from all health systems in the HCARN: all-cause hospitalization, 11.0 (95% Confidence Internal [CI]: 10.4, 11.6) to 25.3 (95% CI: 24.4, 26.3); abdominal operations or interventions, 4.2 (95% CI: 3.9, 4.6) to 6.1 (95% CI: 5.7, 6.6); in-hospital death, 0.2 (95% CI: 0.11, 0.27) to 0.3 (95% CI: 0.19, 0.38). CONCLUSIONS: Short-term inclusion of multi-site claims data only marginally increased the incidence rate computed from single-site claims data alone. Longer-term follow up captured a notable number of events outside of PCORnet CRNs. The findings suggest that supplementing claims data improves the outcome ascertainment in longitudinal observational comparative effectiveness studies.


Subject(s)
Bariatric Surgery , Bariatric Surgery/adverse effects , Cohort Studies , Electronic Health Records , Hospital Mortality , Hospitalization , Humans
9.
J Nucl Cardiol ; 28(5): 2126-2137, 2021 10.
Article in English | MEDLINE | ID: mdl-31820411

ABSTRACT

BACKGROUND: Higher imaging quality makes cardiac positron emission tomography (PET) desirable for evaluation of suspected coronary artery disease (CAD). High cost of PET imaging may be offset by reduced utilization and/or improved outcomes. METHODS: This retrospective observational study utilized Medicare fee-for-service dataset. Study participants had no CAD diagnosis within 1 year prior to initial imaging. The PET group (PET imaging) and propensity score matched comparison group (single photon emission computed tomography or stress echocardiography) underwent index imaging between January 2014 and December 2016. Outcomes were analyzed using generalized linear models. RESULTS: Among 144,503 study subjects, 4619 (3.2%) had PET and 139,884 (96.8%) had conventional imaging. After matching, each group had 4619 patients (mean age 74 years, 59% female). The PET group had lower radiation exposure (3.8 milliSievert less per year, 95% CI - 3.96 to - 3.64, P < .0001) and unstable coronary syndrome (incidence rate ratio (IRR) 0.77, 95% CI 0.64-0.94, P = .008). The PET group experienced more hospital admissions (IRR 1.10, 95% CI 1.06-1.15, P < .0001), more use of percutaneous coronary intervention (IRR 1.24, 95% CI 1.02-1.50, P = 0.03), while similar mortality rate (hazard ratio 0.95, 95% CI 0.78-1.14, P = 0.55). The PET group had higher medical spending ($2358.2 vs $1774.3, difference = $583.9 per patient per month, P < .0001). CONCLUSIONS: First-line PET imaging was not associated with reduced levels of utilization and spending. Clinical outcomes were mostly similar.


Subject(s)
Fee-for-Service Plans/standards , Insurance Claim Review/statistics & numerical data , Positron-Emission Tomography/standards , Aged , Aged, 80 and over , Fee-for-Service Plans/statistics & numerical data , Female , Humans , Male , Medicare/organization & administration , Medicare/standards , Positron-Emission Tomography/methods , Positron-Emission Tomography/statistics & numerical data , Retrospective Studies , United States
10.
Clin Trials ; 16(4): 419-430, 2019 08.
Article in English | MEDLINE | ID: mdl-31081367

ABSTRACT

BACKGROUND/AIMS: Health plan administrative claims data present a cost-effective complement to traditional trial-specific ascertainment of clinical events typically conducted through patient report or a single health system electronic health record. We aim to demonstrate the value of health plan claims data in improving the capture of endpoints in longitudinal pragmatic clinical trials. METHODS: This retrospective cohort study paralleled the design of the ADAPTABLE (Aspirin Dosing: A Patient-centric Trial Assessing Benefits and Long-Term Effectiveness) trial designed to compare the effectiveness of two doses of aspirin. We applied the ADAPTABLE identification query in claims data from Anthem, an American health insurance company, and identified health plan members who met the ADAPTABLE trial criteria. Among the ADAPTABLE eligible members, we selected overlapping members with PCORnet Clinical Data Research Networks in the 2 years prior to the index date (1 April 2014). PCORnet Clinical Data Research Networks consist of network partners (or healthcare systems) that store their electronic health record data in the same format to support multi-institutional research. ADAPTABLE outcome events-cardiovascular hospitalizations including admissions for myocardial infarction, stroke, or cardiac procedures; hospitalizations for major bleeding; and in-hospital deaths-were evaluated for a 2-year follow-up period. Events were classified as within or outside PCORnet Clinical Data Research Networks using facility identifiers affiliated with each hospital stay. Patient characteristics were examined with descriptive statistics, and incidence rates were reported for available Clinical Data Research Networks and claims data. RESULTS: Among 884,311 ADAPTABLE eligible health plan members, 11,101 patients overlapped with PCORnet Clinical Data Research Networks. Average age was 70 years, 71% were male, and average follow-up was 20.7 months. Patients had 1521 cardiovascular hospitalizations (571 (37.5%) occurred outside PCORnet Clinical Data Research Networks), 710 for major bleeding (296 (41.7%) outside PCORnet Clinical Data Research Networks), and 196 in-hospital deaths (67 (34.2%) outside PCORnet Clinical Data Research Networks). Incidence rates (events per1000 patient-months) differed between available network partners and claims data: cardiovascular hospitalizations, 4.1 (95% confidence interval: 3.9, 4.4) versus 6.6 (95% confidence interval: 6.3, 7.0), major bleeding, 1.8 (95% confidence interval: 1.6, 2.0) versus 3.1 (95% confidence interval: 2.9, 3.3), and in-hospital death, 0.56 (95% confidence interval: 0.47, 0.67) versus 0.85 (95% confidence interval: 0.74, 0.98), respectively. CONCLUSION: This study demonstrated the value of supplementing longitudinal site-based clinical studies with administrative claims data. Our results suggest that claims data together with network partner electronic health record data constitute an effective vehicle to capture patient outcomes since >30% of patients have non-fatal and fatal events outside of enrolling sites.


Subject(s)
Administrative Claims, Healthcare/statistics & numerical data , Cardiovascular Diseases/epidemiology , Electronic Health Records/statistics & numerical data , Outcome Assessment, Health Care , Pragmatic Clinical Trials as Topic , Aged , Aspirin/therapeutic use , Cardiovascular Diseases/drug therapy , Cardiovascular Diseases/economics , Female , Hemorrhage/epidemiology , Hospitalization/statistics & numerical data , Humans , Insurance Claim Review , Longitudinal Studies , Male , Myocardial Infarction/epidemiology , Retrospective Studies , Stroke/epidemiology
11.
Am J Manag Care ; 25(5): 221-227, 2019 05.
Article in English | MEDLINE | ID: mdl-31120716

ABSTRACT

OBJECTIVES: To evaluate the impact of value-based insurance design (VBID), which removed patient cost sharing for primary care visits, on healthcare spending in a large, geographically diverse employer. STUDY DESIGN: Quasi-experimental, difference-in-differences (DID) design, administrative claims-based study. METHODS: Healthcare spending during the preintervention period (2008 and 2009) was compared with the postintervention period (2011 through 2014) to measure the impact of removing primary care cost sharing. The study population included Anthem commercially insured enrollees with continuous medical eligibility from 2008 to 2014 who were younger than 65 years. The VBID cohort included health plan enrollees from a national large employer that implemented the benefit change. The comparison cohort included other Anthem enrollees who did not have a similar benefit change and were propensity score-matched to the VBID cohort. Utilization of various types of healthcare services was also examined. RESULTS: The VBID cohort experienced a $12.0 per member per month relative reduction in overall spending compared with the comparison cohort (P = .02). The trend was driven by reductions in expenditures for emergency department (ED) visits ($1.3 relative reduction; DID, -10.0%; P = .03) and other outpatient services ($7.6 relative reduction; DID, -5.8%; P = .02), which aligned with reduced utilization of ED visits (DID, -4.5%; P = .07) and other outpatient services (DID, -4.1%; P = .004). For physician office visits, the VBID cohort did not experience a significant relative increase compared with the comparison cohort (DID, 0.9%; P = .25). CONCLUSIONS: The attempt to increase primary care access by reducing cost sharing did not produce a negative outcome in terms of total spending for healthcare.


Subject(s)
Office Visits/statistics & numerical data , Primary Health Care/organization & administration , Value-Based Health Insurance/organization & administration , Adult , Ambulatory Care/organization & administration , Cohort Studies , Cost Sharing/statistics & numerical data , Female , Humans , Male , Middle Aged , Office Visits/economics , Primary Health Care/economics , United States
12.
J Manag Care Spec Pharm ; 25(3): 392-401, 2019 Mar.
Article in English | MEDLINE | ID: mdl-30816820

ABSTRACT

BACKGROUND: The misuse of prescription drugs is a serious public health problem. Although controlled substance (CS) prescribing, in particular, opioid analgesics, has recently declined, the volume of prescriptions in 2015 was still 3 times higher than in 1999. To curb the high volume of CS prescribing, a national health plan has implemented a controlled substance utilization management (CSUM) program, a prescriber-focused educational intervention regarding patients at risk for CS misuse. OBJECTIVE: To characterize the effect of the CSUM program on CS prescribing volumes, number of prescribers and other health outcomes (opioid overdoses, all-cause emergency department visits, and all-cause hospitalizations). METHODS: The CSUM program identified patients who received ≥10 CS prescriptions within any 3-month window for noncancer pain as being high risk for CS misuse and mailed patient medication profiles to their CS prescribers. This retrospective study was conducted on patients whose prescribers were contacted by the CSUM program from January 2014 to December 2015. The reference group included patients with carved-out pharmacy benefits who were 1:1 propensity score matched to the program group. CS prescribing volumes, number of CS prescribers, and other health care utilization measures were assessed in the 6-month pre-intervention (baseline) period and 6-month post-intervention (follow-up) period using difference-in-difference (DID) analysis. RESULTS: After matching, each group had 17,295 patients, and there were no differences in baseline demographic and clinical characteristics. During the follow-up period, the CSUM group had 1.1 fewer prescriptions for CS (mean difference [MD] within group -3.2 vs. -2.1 prescriptions), 21 fewer days of supply (MD -27 vs. -6 days), and 0.2 fewer number of CS prescribers (MD -0.8 vs. -0.6 prescribers) per patient when compared with the reference group; all P values were < 0.001. The reductions in CS prescribing volumes and number of prescribers within the CSUM group were mainly driven by opioid analgesics, with minimal differences in benzodiazepines and stimulants between the 2 groups. The CSUM program had no significant effect on the opioid dosage strength but was associated with a lower rate of all-cause emergency department visits. CONCLUSIONS: The CSUM program had a moderate positive effect on reducing CS prescribing volumes and number of CS prescribers compared with a reference group. Beside the focus on patients who have already received 10+ CS prescriptions, there remains a need for more intensive approaches for accelerating targeted declines in CS in general and opioids in particular. DISCLOSURES: Funding for this study was provided by Anthem, which had no role in study design, data interpretation, manuscript development, or the decision to publish. Chen, Ma, Barron, DeVries, and Agiro are employees of HealthCore, a wholly owned subsidiary of Anthem. Horn is an employee of Anthem.


Subject(s)
Controlled Substances/administration & dosage , Drug Users , Practice Patterns, Physicians'/statistics & numerical data , Prescription Drug Misuse/prevention & control , Adult , Analgesics, Opioid/administration & dosage , Benzodiazepines/administration & dosage , Central Nervous System Stimulants/administration & dosage , Dose-Response Relationship, Drug , Education, Medical, Continuing/methods , Emergency Service, Hospital/statistics & numerical data , Female , Follow-Up Studies , Humans , Male , Middle Aged , Outcome Assessment, Health Care , Practice Patterns, Physicians'/standards , Retrospective Studies
13.
J Med Internet Res ; 20(6): e207, 2018 06 22.
Article in English | MEDLINE | ID: mdl-29934284

ABSTRACT

BACKGROUND: An estimated 30.3 million Americans have diabetes mellitus. The US Department of Health and Human Services created national objectives via its Healthy People 2020 initiative to improve the quality of life for people who either have or are at risk for diabetes mellitus, and hence, lower the personal and national economic burden of this debilitating chronic disease. Diabetes self-management education interventions are a primary focus of this initiative. OBJECTIVE: The aim of this study was to evaluate the impact of the Better Choices Better Health Diabetes (BCBH-D) self-management program on comorbid illness related to diabetes mellitus, health care utilization, and cost. METHODS: A propensity score matched two-group, pre-post design was used for this study. Retrospective administrative medical and pharmacy claims data from the HealthCore Integrated Research Environment were used for outcome variables. The intervention cohort included diabetes mellitus patients who were recruited to a diabetes self-management program. Control cohort subjects were identified from the HealthCore Integrated Research Environment by at least two diabetes-associated claims (International Classification of Diseases-Ninth Revision, ICD-9 250.xx) within 2 years before the program launch date (October 1, 2011-September 30, 2013) but did not participate in BCBH-D. Controls were matched to cases in a 3:1 propensity score match. Outcome measures included pre- and postintervention all-cause and diabetes-related utilization and costs. Cost outcomes are reported as least squares means. Repeated measures analyses (generalized estimating equation approach) were conducted for utilization, comorbid conditions, and costs. RESULTS: The program participants who were identified in HealthCore Integrated Research Environment claims (N=558) were matched to a control cohort of 1669 patients. Following the intervention, the self-management cohort experienced significant reductions for diabetes mellitus-associated comorbid conditions, with the postintervention disease burden being significantly lower (mean 1.6 [SD 1.6]) compared with the control cohort (mean 2.1 [SD 1.7]; P=.001). Postintervention all-cause utilization was decreased in the intervention cohort compared with controls with -40/1000 emergency department visits vs +70/1000; P=.004 and -5780 outpatient visits per 1000 vs -290/1000; P=.001. Unadjusted total all-cause medical cost was decreased by US $2207 in the intervention cohort compared with a US $338 decrease in the controls; P=.001. After adjustment for other variables through structural equation analysis, the direct effect of the BCBH-D was -US $815 (P=.049). CONCLUSIONS: Patients in the BCBH-D program experienced reduced all-cause health care utilization and costs. Direct cost savings were US $815. Although encouraging, given the complexity of the patient population, further study is needed to cross-validate the results.


Subject(s)
Comorbidity/trends , Diabetes Mellitus/therapy , Health Care Costs/statistics & numerical data , Patient Acceptance of Health Care/psychology , Self-Management/methods , Adult , Aged , Diabetes Mellitus/pathology , Female , Humans , Male , Middle Aged , Retrospective Studies , United States , Young Adult
14.
Phys Rev Lett ; 120(11): 117703, 2018 Mar 16.
Article in English | MEDLINE | ID: mdl-29601763

ABSTRACT

An ultimate goal of spintronics is to control magnetism via electrical means. One promising way is to utilize a current-induced spin-orbit torque (SOT) originating from the strong spin-orbit coupling in heavy metals and their interfaces to switch a single perpendicularly magnetized ferromagnetic layer at room temperature. However, experimental realization of SOT switching to date requires an additional in-plane magnetic field, or other more complex measures, thus severely limiting its prospects. Here we present a novel structure consisting of two heavy metals that delivers competing spin currents of opposite spin indices. Instead of just canceling the pure spin current and the associated SOTs as one expects and corroborated by the widely accepted SOTs, such devices manifest the ability to switch the perpendicular CoFeB magnetization solely with an in-plane current without any magnetic field. Magnetic domain imaging reveals selective asymmetrical domain wall motion under a current. Our discovery not only paves the way for the application of SOT in nonvolatile technologies, but also poses questions on the underlying mechanism of the commonly believed SOT-induced switching phenomenon.

15.
Sci Adv ; 4(1): eaap8294, 2018 01.
Article in English | MEDLINE | ID: mdl-29376125

ABSTRACT

The advent of topological insulators (TIs), a novel class of materials that harbor a metallic spin-chiral surface state coexisting with band-insulating bulk, opens up new possibilities for spintronics. One promising route is current-induced switching of an adjacent magnetic layer via spin-orbit torque (SOT), arising from the large spin-orbit coupling intrinsically possessed by TIs. The Kondo insulator SmB6 has been recently proposed to be a strongly correlated TI, supported by the observation of a metallic surface state in bulk SmB6, as evidenced by the thickness independence of the low-temperature resistance plateau. We report the synthesis of epitaxial (001) SmB6/Si thin films and a systematic thickness-dependent electrical transport study. Although the low-temperature resistance plateau is observed for all films from 50 to 500 nm in thickness, the resistance is distinctively thickness-dependent and does not support the notion of surface conduction and interior insulation. On the other hand, we demonstrate that SmB6 can generate a large SOT to switch an adjacent ferromagnetic layer, even at room temperature. The effective SOT generated from SmB6 is comparable to that from ß-W, one of the strongest SOT materials.

16.
Sci Adv ; 3(10): e1701084, 2017 10.
Article in English | MEDLINE | ID: mdl-28989963

ABSTRACT

Graphene and other two-dimensional materials have unique physical and chemical properties of broad relevance. It has been suggested that the transformation of these atomically planar materials to three-dimensional (3D) geometries by bending, wrinkling, or folding could significantly alter their properties and lead to novel structures and devices with compact form factors, but strategies to enable this shape change remain limited. We report a benign thermally responsive method to fold and unfold monolayer graphene into predesigned, ordered 3D structures. The methodology involves the surface functionalization of monolayer graphene using ultrathin noncovalently bonded mussel-inspired polydopamine and thermoresponsive poly(N-isopropylacrylamide) brushes. The functionalized graphene is micropatterned and self-folds into ordered 3D structures with reversible deformation under a full control by temperature. The structures are characterized using spectroscopy and microscopy, and self-folding is rationalized using a multiscale molecular dynamics model. Our work demonstrates the potential to design and fabricate ordered 3D graphene structures with predictable shape and dynamics. We highlight applicability by encapsulating live cells and creating nonlinear resistor and creased transistor devices.

17.
J Clin Oncol ; 34(32): 3872-3879, 2016 11 10.
Article in English | MEDLINE | ID: mdl-27646945

ABSTRACT

Purpose To describe outcomes after granulocyte colony-stimulating factor (G-CSF) prophylaxis in patients with breast cancer who received chemotherapy regimens with low-to-intermediate risk of induction of neutropenia-related hospitalization. Patients and Methods We identified 8,745 patients age ≥ 18 years from a medical and pharmacy claims database for 14 commercial US health plans. This retrospective analysis included patients with breast cancer who began first-cycle chemotherapy from 2008 to 2013 using docetaxel and cyclophosphamide (TC); docetaxel, carboplatin, and trastuzumab (TCH); or doxorubicin and cyclophosphamide (conventional-dose AC) regimens. Primary prophylaxis (PP) was defined as G-CSF administration within 5 days of beginning chemotherapy. Outcome was neutropenia, fever, or infection-related hospitalization within 21 days of initiating chemotherapy. Multivariable regressions and number-needed-to-treat analyses were used. Results A total of 4,815 patients received TC (2,849 PP; 1,966 no PP); 2,292 patients received TCH (1,444 PP; 848 no PP); and 1,638 patients received AC (857 PP; 781 no PP) regimen. PP was associated with reduced risk of neutropenia-related hospitalization for TC (2.0% PP; 7.1% no PP; adjusted odds ratio [AOR], 0.29; 95% CI, 0.22 to 0.39) and TCH (1.3% PP; 7.1% no PP; AOR, 0.19; 95% CI, 0.12 to 0.30), but not AC (4.7% PP; 3.8% no PP; AOR, 1.21; 95% CI, 0.75 to 1.93) regimens. For the TC regimen, 20 patients (95% CI, 16 to 26) would have to be treated for 21 days to avoid one neutropenia-related hospitalization; with the TCH regimen, 18 patients (95% CI, 13 to 25) would have to be treated. Conclusion Primary G-CSF prophylaxis was associated with low-to-modest benefit in lowering neutropenia-related hospitalization in patients with breast cancer who received TC and TCH regimens. Further evaluation is needed to better understand which patients benefit most from G-CSF prophylaxis in this setting.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/adverse effects , Breast Neoplasms/drug therapy , Granulocyte Colony-Stimulating Factor/therapeutic use , Neutropenia/chemically induced , Neutropenia/prevention & control , Adolescent , Adult , Aged , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Breast Neoplasms/blood , Cyclophosphamide/administration & dosage , Cyclophosphamide/adverse effects , Databases, Factual , Docetaxel , Doxorubicin/administration & dosage , Doxorubicin/adverse effects , Female , Hospitalization/statistics & numerical data , Humans , Insurance, Health , Middle Aged , Retrospective Studies , Taxoids/administration & dosage , Taxoids/adverse effects , Trastuzumab/administration & dosage , Trastuzumab/adverse effects , Young Adult
18.
Manag Care ; 25(11): 36-42, 2016 11.
Article in English | MEDLINE | ID: mdl-28121612

ABSTRACT

PURPOSE: Centers of Excellence (COE) designations have been used to distinguish high-quality facilities. Originally based on quality metrics alone, published evidence failed to consistently show improvements in measurable quality markers. COE development has since shifted to a value-based framework incorporating cost of care, providing greater transparency. This study evaluated the patient outcomes of such value-designated facilities certified under one of the larger U.S. commercial provider networks. DESIGN: Retrospective, observational study using 2009-2013 commercial administrative claims data. METHODOLOGY: Analysis included 33,827 adults (≥18 years) who received spine surgery at value-designated (n=6,141, 22%) vs. other facilities (n=27,686, 78%). Multivariate regression models were used to compare 90-day episodic costs and quality outcomes, adjusted for patient characteristics and comorbidities. RESULTS: Adjusted episodic cost per surgery was lower in value-designated facilities by $3,157 (16%) for lumbar discectomy/decompression, $6,784 (19%) for cervical simple fusion, and $11,134 (18%) for lumbar simple fusion (all P<.05). Adjusted complication rate was lower (1.5% vs. 2.0%; P<.05) at value-designated facilities, while other quality measures were similar. Value-designated facilities tended to be large, in metropolitan areas, affiliated with medical schools, and performed more surgical procedures and provided more nursing hours. CONCLUSIONS: To our knowledge, this is the first large-scale study evaluating value-designated COE. Value-designated COE programs represent an advance over a cost- or quality-alone designation in the ability to identify facilities with lower costs and equal or better quality outcomes. Value designation offers patients transparency for selecting care providers. Future efforts should continue to refine quality criteria used in designations to distinguish patient outcomes.


Subject(s)
Outcome and Process Assessment, Health Care , Quality of Health Care , Spinal Diseases/surgery , Adult , Female , Health Services Research , Hospital Bed Capacity/statistics & numerical data , Hospitals, High-Volume/statistics & numerical data , Hospitals, Special/statistics & numerical data , Humans , Insurance Claim Review/statistics & numerical data , Male , Patient Readmission/statistics & numerical data , Postoperative Complications/epidemiology , Quality Indicators, Health Care , Retrospective Studies , United States/epidemiology
19.
J Oncol Pract ; 11(6): 505-10, 2015 Nov.
Article in English | MEDLINE | ID: mdl-26265170

ABSTRACT

PURPOSE: Despite some advantages to their use, long-term central venous catheters (CVCs) are associated with complications for patients who require chemotherapy. Understanding of these risks in commercially insured populations is limited. This information can inform medical policies that ensure the appropriate use of venous access devices. This study's objectives were to assess the extent of variation in use of long-term CVCs in a cohort of commercially insured women with breast cancer, and to assess risks of associated complications. METHODS: Retrospective cohort analysis was conducted using health insurance claims between January 2006 and October 2013. The cohort included commercially insured women age ≥ 18 years diagnosed with breast cancer who received infusion chemotherapy (N = 31,047). We conducted matched and case-mix adjusted Cox proportional hazard modeling to assess differences in bloodstream infections and thrombovascular complications between patients using long-term CVCs and those using temporary intravenous catheters. RESULTS: Approximately two thirds of the cohort had a long-term CVC, although rates varied across regions (57% to 75%), health plans (65% to 70%), and insurance coverage (63% to 68%). After propensity score matching, the adjusted hazard ratio for infection was 2.70 (95% CI, 2.31 to 3.16) and thrombovascular complications, 2.61 (95% CI, 2.33 to 2.93) in patients with long-term CVCs compared with those with temporary intravenous catheters. CONCLUSION: Although long-term CVCs may have benefits, they are associated with increased morbidity. Regional and health plan variation in long-term CVC insertion suggests that some of their use reflects provider- or institution-driven variation in practice. Evidence-based guidelines and tools may help decrease discretionary use of long-term CVCs.


Subject(s)
Breast Neoplasms/drug therapy , Central Venous Catheters/adverse effects , Adolescent , Adult , Aged , Aged, 80 and over , Catheter-Related Infections/etiology , Embolism/etiology , Female , Hemorrhage/etiology , Humans , Insurance, Health , Middle Aged , Thromboembolism/etiology , Thrombosis/etiology , Young Adult
20.
ACS Appl Mater Interfaces ; 7(8): 4685-92, 2015 Mar 04.
Article in English | MEDLINE | ID: mdl-25668508

ABSTRACT

We fabricate spin-valve devices with an Fe3O4/AlO/rubrene/Co stacking structure. Their magnetoresistance (MR) effects at room temperature and low temperatures are systemically investigated based on the measurement of MR curves, current-voltage response, etc. A large MR ratio of approximately 6% is achieved at room temperature, which is one of the highest MR ratios reported to date in organic spin valves. With decreasing measurement temperatures, we observe that the MR ratios increase because of decrease in spin scattering, and the width of the MR curves becomes larger owing to increase in the coercivity of the electrodes at low temperature. A nonlinear current-voltage dependence is clearly observed in these organic spin valves. From the measurement of MR curve for the spin valves with different rubrene layer thickness, we observe that the MR ratios monotonously decrease with increasing rubrene-layer thickness. We discuss the spin-dependent transport mechanisms in these devices based on our experimental results and the present theoretical analysis. Moreover, we note that the devices exhibit smaller MR ratios after annealing compared to their counterparts without annealing. On the basis of atomic force microscopy analysis of the organic films and device resistances, we deduce that the increase of interface spin scattering induced by large surface roughness after annealing most probably leads to reduction in the MR ratios.

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