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Dive into the research topics where Steve Zhou is active.

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Featured researches published by Steve Zhou.


Diabetes Technology & Therapeutics | 2013

Does Pen Help? A Real-World Outcomes Study of Switching from Vial to Disposable Pen Among Insulin Glargine-Treated Patients with Type 2 Diabetes Mellitus

L. Xie; Steve Zhou; Wenhui Wei; Jasvinder Gill; Chunshen Pan; O. Baser

OBJECTIVE The study was designed to evaluate real-world data on clinical and economic outcome differences between patients with type 2 diabetes mellitus (T2DM) who use insulin glargine with vial-and-syringe delivery and those who switch to pen administration. SUBJECTS AND METHODS This retrospective study analyzed medical and pharmacy claims information from the national managed-care IMPACT(®) database (Ingenix Inc., Salt Lake City, UT). Adults with T2DM treated with insulin glargine were evaluated. Clinical and economic outcomes over 1 year were compared between individuals who had converted from administering glargine via vial-and-syringe to the SoloSTAR(®) (sanofi-aventis U.S., Bridgewater, NJ) pen (Switchers) and patients who continued to use vial-and-syringe administration (Continuers). Patients from each cohort were matched using propensity score matching for a comparison sample. RESULTS In total, 3,893 eligible patients were identified (665 Switchers and 3,228 Continuers), with a matched cohort with 603 patients in each group. Baseline characteristics were similar between groups. One-year treatment persistence was significantly higher with Switchers versus Continuers (65.3% vs. 49.8%; P<0.0001). Medication possession ratio was also significantly higher among Switchers (0.79 vs. 0.76; P=0.0173). Insulin use and glycemic control were similar between groups. Healthcare utilization and total costs were also similar between groups. Higher prescription costs among Switchers were offset by lower overall and diabetes-related outpatient and inpatient costs. CONCLUSIONS Switching from insulin glargine vial-and-syringe administration to pen delivery resulted in improved treatment adherence and persistence, with comparable clinical and economic outcomes.


Journal of the American Geriatrics Society | 2015

A Real-World Study of the Effect of Timing of Insulin Initiation on Outcomes in Older Medicare Beneficiaries with Type 2 Diabetes Mellitus

Rituparna Bhattacharya; Steve Zhou; Wenhui Wei; Mayank Ajmera; Usha Sambamoorthi

To compare clinical and economic outcomes of early insulin initiation with those of delayed initiation in older adults with type 2 diabetes mellitus (T2DM).


Hospital Practice | 2012

Outcomes Associated with Post-Discharge Insulin Continuity in US Patients with Type 2 Diabetes Mellitus Initiating Insulin in the Hospital

Eric Q. Wu; Steve Zhou; Andrew P. Yu; Mei Lu; Hari Sharma; Jasvinder Gill; Thomas Graf

Abstract Aim: Hyperglycemia in hospitalized patients is associated with adverse outcomes; treatment of hyperglycemia in the hospital improves outcomes. We investigated clinical outcomes and hospital readmissions associated with insulin continuation and discontinuation post-discharge in patients with type 2 diabetes mellitus (T2DM) who initiated insulin therapy during hospitalization. Materials and Methods: This observational retrospective database analysis was performed using medical records obtained from a US coordinated health system. Patients with T2DM, glycated hemoglobin (HbA1c) levels ≥ 8.0%, naïve to insulin, and initiating insulin during hospitalization were included. Clinical outcomes and hospital readmissions were compared between patients who continued and discontinued insulin post-discharge. Results: Of 732 patients initiating insulin during hospitalization, 180 (24.6%) continued and 552 (75.4%) discontinued insulin. Higher mean baseline HbA1c levels were observed in patients continuing insulin compared with those discontinuing insulin (11.1 % vs 9.5%; P < 0.001). A significantly higher percentage of patients continuing insulin achieved target HbA1c levels (< 7.0%) compared with those discontinuing insulin (P = 0.023), with no difference in hypoglycemia rates. In patients with a baseline HbA1c of ≥ 9.0%, insulin continuation was significantly associated with lower risks of all-cause (adjusted hazard ratio, 0.58; 95% CI, 0.36−0.93; P = 0.0276) and diabetes-related (adjusted hazard ratio, 0.46; 95% CI, 0.23−0.87; P = 0.0204) hospital readmissions. Conclusion: Continuation of insulin post-discharge in insulin-naïve patients with T2DM is associated with better HbA1c target level achievement, no difference in hypoglycemia rates, and a reduced risk of hospital readmission in patients with baseline HbA1c levels ≥ 9.0%).


Endocrine Practice | 2012

Outcomes associated with insulin therapy disruption after hospital discharge among patients with type 2 diabetes mellitus who had used insulin before and during hospitalization.

Eric Q. Wu; Steve Zhou; Andrew P. Yu; Mei Lu; Hari Sharma; Jasvinder Gill; Thomas Graf

OBJECTIVE To evaluate outcomes associated with insulin therapy disruption after hospital discharge in patients with type 2 diabetes mellitus who had used insulin before and during hospitalization. METHODS In this observational, retrospective analysis of medical records obtained from a coordinated health system in the United States, patients with type 2 diabetes mellitus who had used insulin 30 days before and during hospitalization were included. Clinical and cost outcomes were compared between patients who continued insulin therapy and those who had disrupted insulin therapy after hospital discharge. RESULTS In total, 2160 records were analyzed (851 patients with continued insulin therapy and 1309 patients with disrupted insulin therapy). Mean baseline glycated hemoglobin A1c levels were 8.56% and 7.73% in patients who continued insulin therapy and patients who disrupted insulin therapy, respectively (P<.001), suggesting that patients who discontinued insulin therapy had better glycemic control at baseline. Continued insulin therapy was associated with an expected greater reduction in glycated hemoglobin A1c (P<.001); similar hypoglycemia rates; lower risks of all-cause hospital readmission, diabetes-related readmission, and all-cause emergency department visits; and improved survival. Continued insulin therapy was associated with


Clinical Therapeutics | 2016

Clinical and Economic Outcomes Associated With the Timing of Initiation of Basal Insulin in Patients With Type 2 Diabetes Mellitus Previously Treated With Oral Antidiabetes Drugs

Philip Levin; Steve Zhou; Emily Durden; Amanda M. Farr; Jasvinder Gill; Wenhui Wei

3432 lower total medical service costs than disrupted therapy over the 6-month postdischarge period. CONCLUSION Ensuring adherence to insulin therapy in patients who require insulin therapy after hospitalization should be a priority for postdischarge patient care programs. However, the clinical implications of this study are limited by the fact that it could not be determined whether all patients required insulin therapy after hospital discharge.


Experimental Diabetes Research | 2016

Rapid Acting Insulin Use and Persistence among Elderly Type 2 Diabetes Patients Adding RAI to Oral Antidiabetes Drug Regimens

Usha Sambamoorthi; Arijita Deb; Steve Zhou; Rahul Garg; Tao Fan; Anders Boss

PURPOSE In patients with type 2 diabetes mellitus (T2DM) not achieving glycemic targets using oral antidiabetes drugs (OADs), studies suggest that timely insulin initiation has clinical benefits. Insulin initiation at the early versus late stage of disease progression has not been explored in detail. This retrospective database analysis investigated clinical and economic outcomes associated with the timing of insulin initiation in patients with T2DM treated with ≥1 OAD in a real-world US setting. METHODS This study linked data from the Truven Health MarketScan(®) Commercial database, Medicare Supplemental database, and Quintiles Electronic Medical Records database. A total of 1830 patients with T2DM were included. Patients were grouped according to their OAD use before basal insulin initiation (1, 2, or ≥3 OADs) as a proxy for the timing of insulin initiation. Clinical and economic outcomes were evaluated over 1 year of follow-up. FINDINGS During follow-up the 1 OAD group, compared with the 2 and ≥3 OADs groups, had a greater reduction in glycosylated hemoglobin A1c (-1.7% vs -1.0% vs -0.9%, respectively; P < 0.0001), greater achievement of glycemic target (38.2% vs 26.7% vs 19.6%, respectively; P < 0.0001), and a lower incidence of hypoglycemia (2.7% vs 6.6% vs 5.0%, respectively; P = 0.0002), with no difference in total health care costs (


Nederlands Tijdschrift voor Diabetologie | 2013

6.4 Now or Later? Real-World Study of Impact of Timing of Insulin Initiation on Outcomes Among Elderly Medicare Patients With Type 2 Diabetes Mellitus (1213-P)

Usha Sambamoorthi; Wenhui Wei; Steve Zhou; Rituparna Bhattacharya; John Ling; Mayank Ajmera

21,167 vs


Nederlands Tijdschrift voor Diabetologie | 2013

6.2 Prevalence and Factors Associated With Hospital Re-Admissions Among Elderly Medicare Beneficiaries With Type 2 Diabetes Mellitus (262-OR)

A. Raval; Wenhui Wei; Steve Zhou; Sandipan Bhattacharjee; Raymond Miao; Usha Sambamoorthi

21,060 vs


Endocrine Practice | 2015

DOES CLINICAL INERTIA VARY BY PERSONALIZED A1C GOAL? A STUDY OF PREDICTORS AND PREVALENCE OF CLINICAL INERTIA IN A U.S. MANAGED-CARE SETTING.

Jay Lin; Steve Zhou; Wenhui Wei; Chunshen Pan; Melissa Lingohr-Smith; Philip Levin

20,133, respectively). IMPLICATIONS This study shows that early insulin initiation (represented by the 1 OAD group) may be clinically beneficial to patients with T2DM not controlled with OADs, without adding to costs. This supports the call for timely initiation of individualized insulin therapy in this population.


Journal of Managed Care Pharmacy | 2014

Outcomes and Treatment Patterns of Adding a Third Agent to 2 OADs in Patients with Type 2 Diabetes

Philip Levin; Wenhui Wei; Steve Zhou; L. Xie; O. Baser

We examined the real-world utilization and persistence of rapid acting insulin (RAI) in elderly patients with type 2 diabetes who added RAI to their drug (OAD) regimen. Insulin-naïve patients aged ≥65 years, with ≥1 OAD prescription during the baseline period, who were continuously enrolled in the US Humana Medicare Advantage insurance plan for 18 months and initiated RAI were included. Among patients with ≥2 RAI prescriptions (RAIp), persistence during the 12-month follow-up was assessed. Multivariate logistic regression analyses identified factors affecting RAI use and persistence. Of 3734 patients adding RAI to their OAD regimen, 2334 (62.5%) had a RAIp during follow-up. Factors associated with RAIp included using ≤2 OADs; cognitive impairment, basal insulin use during follow-up; and higher RAI out-of-pocket costs (

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Usha Sambamoorthi

Morehouse School of Medicine

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Philip Levin

Greater Baltimore Medical Center

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A. Raval

West Virginia University

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L. Xie

University of Michigan

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Mayank Ajmera

West Virginia University

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O. Baser

University of Michigan

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