Research
Health insurance contains a lot of information. The harder problem is understanding what that information means for someone actually managing a chronic condition.
BenZen Research examines how ACA Marketplace health plans work for people managing diabetes.
We ask practical questions about plan design, prescription drug coverage, cost sharing, formularies, and the information consumers encounter while comparing health insurance.
Using public data and plan documents, we investigate those questions, develop structured comparison methods, and explore how the findings might support better-informed coverage decisions.
Our longer-term goal is to understand not only how existing health plans compare, but what that intelligence might reveal about opportunities to improve health benefits for people living with diabetes.
Each analysis builds on the questions and findings of earlier work.
Our work is independent and non-peer-reviewed. We publish our methods, sources, and limitations so the findings can be evaluated on their own terms.
Research Pipeline
Our first research series examines what standardized Marketplace plan information can reveal about diabetes-related health plan design.
The next series builds on those findings by developing a structured comparison method, examining the benefit rules behind observed differences, and exploring whether more useful insurance information can support better plan-selection decisions.
Marketplace Plan Comparisons
Paper 001-2026 — Choosing an ACA Plan with Type 2 Diabetes
What the SBC Diabetes Example Can Tell Us
Dallas County, Texas · Published September 2026 | Read Paper >>
Paper 002-2026 — Choosing an ACA Plan with Type 2 Diabetes
What the SBC Diabetes Example Can Tell Us in Georgia
Fulton County, Georgia · Published October 2026 | Read Paper >>
Benefit Architecture & Plan Fit
The next phase of BenZen Research moves beyond premiums, deductibles, metal levels, and plan names to examine how people can compare health plans more systematically, what the underlying benefit rules reveal, and how fragmented insurance information might be organized into practical decision support.
Paper 010-2026 — Choosing an ACA Health Plan with Type 2 Diabetes: What Should You Compare Beyond Premiums and Deductibles?
Demonstrating BenZen’s five-step comparison methodology using selected 2026 Marketplace plan documents, with attention to diabetes-related benefits, cost-sharing differences, and the limits of available evidence.
Paper 011-2026 — Why Does the Same Diabetes Scenario Cost So Differently?
Examining which parts of ACA benefit design may explain differences in patient responsibility under the same standardized diabetes-care scenario.
Paper 012-2026 — What Does a Diabetes-Oriented Plan Actually Change?
Comparing diabetes-oriented and conventionally named plans to identify concrete differences in benefits, coverage conditions, and cost-sharing rules.
Paper 013-2026 — Can We Measure Plan Fit for a Person Managing Diabetes?
Exploring whether fragmented Marketplace information can be transformed into a structured, reproducible framework for comparing defined diabetes-related needs with plan characteristics.
Paper 014-2026 — Can Structured Diabetes Coverage Information Improve Health Insurance Decision-Making?
Exploring whether diabetes-specific plan intelligence can improve how consumers or insurance professionals identify, understand, and evaluate relevant coverage differences.
Working titles and research questions. Scope and methodology may change as earlier studies inform later work.
Research to Plan Intelligence
Each paper addresses a question our decision-support tools need to answer: what standard plan comparisons overlook, how underlying benefit rules affect coverage, and how that information can be organized into something useful.
Plan Intelligence is the decision-support layer we’re building from this research.
Our Approach
BenZen works primarily with publicly available insurance information, including CMS Marketplace datasets, carrier Summary of Benefits and Coverage documents, formularies, plan documents, and other published benefit information.
We combine and examine those sources to answer specific, checkable questions.
Where appropriate, we publish the methodology, source material, assumptions, and limitations behind an analysis. Marketplace information can change, and related plan variants can differ. When we identify a material error in published research, we will correct it.
How We Compare Health Plans >>
About BenZen Research
BenZen is a digital media and intelligence company focused on making health insurance easier to understand for people managing diabetes.
Our research is part of a broader effort to structure and connect information scattered across government datasets, carrier documents, formularies, and enrollment systems.
As that intelligence develops, we hope it can also support researchers, insurers, and other organizations exploring ways to improve health insurance benefit design.
We simplify benefits.
Our analysis is independent and non-peer-reviewed. This research is educational and does not recommend a particular health plan or predict an individual’s healthcare costs.
Best of health.
Ted McNeil
Founder & Principal Broker
BenZen Insurance®