Your family's health is the most personal data you have, and the most powerful tool you have for protecting the years ahead. Here is what the evidence actually shows, and how Kinvera turns it into the prevention plan that is truly yours.
Across cardiovascular disease, cancer, Alzheimer's, type 2 diabetes, PCOS, and the long tail of chronic conditions, the literature has converged on a single conclusion. First-degree relatives roughly double an individual's lifetime risk for most major chronic diseases. Multiple affected relatives multiply that risk non-linearly.
And yet only a fraction of adults are receiving the full set of preventive services that could catch what their family history predicts.
Six representative findings from the peer-reviewed literature, spanning cardiology, oncology, neurology, and endocrinology. Relative risks (RR) compare to population baseline.
The physician formulas that determine when you start screening, how often, and what for, either ignore family history entirely or reduce it to one binary checkbox.
| Calculator | Year | Used for | Family history captured |
|---|---|---|---|
| Framingham Risk Score | 1998 | Cardiovascular | None |
| ASCVD Pooled Cohort Eqs. | 2013 | Cardiovascular | None |
| PREVENT (AHA update) | 2024 | Cardiovascular | None |
| Gail / BCRAT | 1989 | Breast cancer | 1 FDR, yes/no only |
| FINDRISC / ADA Risk Test | 2003 | Type 2 diabetes | Parent or sibling, yes/no |
| QRISK3 | 2017 | Cardiovascular (UK) | 1 FDR <60, yes/no |
Number of affected relatives, age of onset beyond one threshold, second-degree relatives, maternal versus paternal lineage, or constellation patterns.
Time. Constructing a multi-generation pedigree takes 15 to 20 minutes. The average primary care visit is 15 minutes total. The math does not work.
Structure. When family history does get documented, it lives as free text buried in clinical notes. It cannot feed risk-prediction formulas. It cannot trigger automated screening reminders. The data exists in a format the system cannot use.
Lag. The 2024 PREVENT update, presented as a major modernization, still does not include a family history field. The clinical evidence base is decades ahead of the tooling that is supposed to act on it.
The result is a population of patients receiving screening recommendations calibrated for someone else's risk profile. That is the gap Kinvera fills.
Family members contribute conditions, diagnoses, and ages of onset across maternal and paternal lineages. Built for asynchronous contribution from any device, no app download required for invited family members.
A rules-based engine draws from USPSTF and ACS guidelines, applies family-history modifiers, and surfaces what is overdue, due soon, and on track. Every recommendation cites the triggering relative and the guideline source.
One document that summarizes your family health history and screening status for any clinical visit. The data your doctor's intake form was never built to capture, formatted for the chart.
Start your family health map in five minutes. The collaborative map is free for everyone, permanently.
Start your map Want to see the full clinical evidence base? Review our sources.