Cardiovascular Disease Risk and Noncardiovascular Chronic Disease Burden by Housing Status
Haoyun Hong, Zihang Gao, Sadiya S. Khan, Yingying Sang, Haoyuan Wang, Chuan Hong, Michael J. Pencina, Jennifer L. Hall, Juan Zhao · 2026
Read Cardiovascular Disease Risk and Noncardiovascular Chronic Disease Burden by Housing Status by Haoyun Hong, Zihang Gao, Sadiya S. Khan, Yingying Sang, Haoyuan Wang, Chuan Hong, Michael J. Pencina, Jennifer L. Hall, Juan Zhao (2026) in the Tower of Babel, a free online library of public-domain works preserved in clean, searchable text. No sign-up. The full text is served as a plain-text file at a predictable URL, where text is present: https://antarctic-labs.com/tower-of-babel/pmc-13315131.txt.
Description
Haoyun Hong and co-authors investigate, in a 2026 study, whether a patient's housing status sharpens cardiovascular risk prediction and mirrors wider burden of chronic disease. Standard tools such as the PREVENT equations use measures alone, while renting versus owning tracks economic and neighborhood exposures that clinics miss. The team worked with records pooled from thirty American health care organizations. They linked records to housing and income data, focusing on adults without prior cardiovascular disease who had risk variables from 2010 to 2016.
The analysis asks two things: whether it improves on established prediction, and whether it parallels disparities in non-cardiovascular conditions as well. The design matters because health systems increasingly screen for social needs without knowing which data points change decisions. By testing a linkable fact, ownership, against both heart risk and general chronic burden, the study probes when such data earns a place in the model.
Catalog record
| CREATOR | Haoyun Hong, Zihang Gao, Sadiya S. Khan, Yingying Sang, Haoyuan Wang, Chuan Hong, Michael J. Pencina, Jennifer L. Hall, Juan Zhao |
|---|---|
| YEAR | 2026 |
| COLLECTION | PAPERS |
| FORMAT | TXT |
| FILE SIZE | 7 KB |
| VERSION | 1.0 |
| LICENSE | CC BY 4.0 |
| RIGHTS | CC BY |
| SOURCE | Europe PMC |