Follow a claim back to the question studied

Research Literacy

Decode percentage points, relative and absolute risk, study populations, and causal language in blood sugar research headlines.

Unbranded research pages prepared for close reading

The reading approach

A confident headline can be much simpler than the study behind it. The article may describe a difference in percentage points while the headline switches to percent change. A relative comparison may sound large while the underlying absolute event counts are small. An association observed in one population may be presented as if it proves a cause or applies equally to everyone. Reading well means reconstructing the original question before accepting the summary.

The materials here use a headline-to-source route. First identify the outcome and comparison groups. Then find the study design, participants, follow-up period, and missing data. Next locate the reported measure and translate it into an absolute view when the necessary counts are available. Finally, read the limitations and decide whether the authors studied the same population and question implied by the news story.

These lessons are about evaluating information, not choosing care. The worked examples are invented and make no claim about a real product, intervention, or health outcome. Primary studies can still be uncertain or limited, and one study rarely settles a broad question. A qualified professional can help relate a reliable body of evidence to an individual's circumstances. Careful reading should leave uncertainty visible rather than filling it with assumptions.

Examples teach structure, not personal interpretation.
Educational example
HeadlineWhat is being claimed?
Primary paperWhat question was studied?
ParticipantsWho was actually included?
LimitationsWhat remains uncertain?
4 EXPLAINERS

Choose the question in front of you

Each article answers one reading question with a fresh worked example, explicit limits, and links to the evidence used.

13Research Literacy

Percentage Points vs. Percent Change in A1C Headlines

Learn the difference between A1C percentage-point differences and relative percent change, then trace a headline's number back to the study.

Read the explainer
14Research Literacy

Association and Cause in Blood Sugar Research

Learn how to separate an observed association from a causal claim by checking study design, comparison groups, timing, confounding, and uncertainty.

Read the explainer
15Research Literacy

Why Study Population Matters When Reading Diabetes News

Learn how eligibility, recruitment, setting, representation, and follow-up define whom a diabetes study directly describes and where uncertainty begins.

Read the explainer
16Research Literacy

Absolute and Relative Risk in Health Headlines

Learn to pair absolute and relative risk, recover the baseline, check the event and time window, and keep a health headline within the evidence.

Read the explainer
Unbranded research pages prepared for close reading

Keep moving

Turn the skill into a route.

Learning Routes connect document fields, examples, source checks, and limits in a guided sequence.

Browse Learning Routes