Researchers at Brigham and Women’s Hospital Target Managed Care (Comparing area-level patient density and physician prescribing preference instruments for the effect of antidiabetics on adverse cardiovascular events among Medicare beneficiaries): Managed Care
2025 DEC 30 (NewsRx) -- By a
Our news journalists obtained a quote from the research from Brigham and Women’s Hospital, “We compared area-level prescribing density and physician prescribing preference as candidate instrumental variables for the effect of DPP-4i medications on major adverse cardiovascular events. Using Medicare claims data, we built two cohorts emulating RCTs of sitagliptin or saxagliptin starters, each compared to sulfonylurea starters. The proportion of DPP-4i prescribing in a ZIP Code tabulation area defined the area-level prescribing density instrumental variable at various cutoffs (0% vs. 100% to <50% vs. 50%). Patients’ physician prescribing history using the same proportion cutoffs was the physician prescribing preference candidate instrumental variable. An instantaneous physician preference instrumental variable used a physician’s most recent prescription. We adjusted two-stage instrumental variable regression models for propensity score quintiles. Unadjusted analyses for sitagliptin and saxagliptin, each compared to sulfonylurea, estimated a reduced risk of major adverse cardiovascular events (sitagliptin hazard ratio (HR)=0.86; 95% confidence interval 0.83 to 0.88); saxagliptin HR=0.68; 0.64 to 0.73). All instrumental variables were strong and reduced covariate imbalance. Analyses of area-level prescribing density found no meaningful difference for sitagliptin (0% vs. 100% HR=1.1; 0.79 to 1.6). Analyses of physician prescribing preference estimated reduced risk for sitagliptin (<50% vs. 50% HR=0.69; 0.48 to 0.98). Instantaneous physician prescribing preference analyses showed little to no difference for sitagliptin (HR=0.86; 0.60 to 1.1) and saxagliptin (HR=0.98; 0.56 to 1.7).”
According to the news editors, the research concluded: “Candidate instrumental variables focusing on short-term prescribing preference hold promise over area-based variables but remain inefficient.”
This research has been peer-reviewed.
For more information on this research see: Comparing area-level patient density and physician prescribing preference instruments for the effect of antidiabetics on adverse cardiovascular events among Medicare beneficiaries. Epidemiology, 2025. Epidemiology can be contacted at:
Our news journalists report that additional information may be obtained by contacting
The direct object identifier (DOI) for that additional information is: https://doi.org/10.1097/ede.0000000000001938. This DOI is a link to an online electronic document that is either free or for purchase, and can be your direct source for a journal article and its citation.
Publisher contact information for the journal Epidemiology is:
(Our reports deliver fact-based news of research and discoveries from around the world.)


Reports from University of California Irvine Add New Data to Findings in Management Science (How Does Health Insurance Affect Firm Employment and Performance? Evidence From Obamacare): Business – Management Science
Recent Findings from Washington University Has Provided New Information about Insurance (Venturing Into Health): Insurance
Advisor News
- Benefit Costs Squeeze Schools, Driving Cuts, Tax Hikes And Difficult Tradeoffs
- Why client insurance needs could change even if their life doesn’t
- Most Gen Z investors think less than a year ahead when making financial decisions
- IRI pitches retirement agenda to Jeffries as democrats shape affordability platform
- Help child-free clients plan for their later years
More Advisor NewsAnnuity News
- Guidance, bulletin or reg? NAIC debates form of annuity illustration update
- Nationwide adds mutual fund-linked strategy to New Heights Select FIA
- NUNN INTRODUCES BILL TO CUT RED TAPE, GIVE IOWANS CLEARER INSURANCE INFORMATION
- NAIC working group pressed to accelerate annuity illustration overhaul
- State Auditor James Brown Kicks Off Life Insurance Awareness Month With Policy Locator Tool
More Annuity NewsHealth/Employee Benefits News
Life Insurance News