Missing Millions · 2026 estimate
McCracken County, Kentucky is missing 3,700 lung cancer screenings.
About 1 in 7 adults ages 50 to 80 here qualifies for lung cancer screening and hasn't been screened. Low-dose CT finds lung cancer early, when it is most treatable.
Sources: U.S. Census Bureau Population Estimates 2025; CDC PLACES 2025; USPSTF 2021; American Lung Association, State of Lung Cancer 2025. Modeled estimates; see methodology below.
How McCracken County compares
Adults ages 50 to 80 who qualify for screening and haven't been screened.
Modeled estimates; national figures from American Lung Association, State of Lung Cancer 2025.
Closing the gap
Raising screening here by 5 percentage points would mean about 240 more people screened each year.
Illustrative estimate based on the county's estimated eligible population.
Who is missing
Age
51% are ages 50 to 64
Of adults ages 50 to 80 here, 51% are 50 to 64 and 49% are 65 to 80. Younger adults are often still working and outside Medicare.
Language
1% limited English
1% of adults here speak English less than very well, most often an Asian or Pacific Island language.
Screening today
366 Medicare scans
Providers based in McCracken County billed 366 low-dose CT screening scans to Medicare fee-for-service in 2024, across 9 billing providers. See the local network in the Explorer
Sources: age, U.S. Census Bureau Population Estimates 2025; language, American Community Survey 2020 to 2024 (table B16004), adults 18 and older; screening, CMS Medicare Physician and Other Practitioners 2024 (CPT 71271), by billing provider location.
Other Kentucky counties
- Jefferson County32,700 missing
- Fayette County11,300 missing
- Kenton County6,700 missing
- Boone County6,000 missing
- Daviess County5,000 missing
- Hardin County4,900 missing
- Warren County4,700 missing
- Bullitt County4,600 missing
Methodology
How we estimate the gap
A modeled estimate from public data only. It is not a count of patients and contains no patient information.
missing = adults 50 to 80 × county smoking rate × national eligibility factor × (1 − state screening rate)
- Adults 50 to 80: U.S. Census Bureau, Population Estimates, Vintage 2025
- Smoking: CDC PLACES 2025 release (Kentucky and Pennsylvania: 2024 release)
- Eligibility: USPSTF 2021 criteria, scaled to about 14.5 million eligible adults nationally
- Screening rates: American Lung Association, State of Lung Cancer 2025
- Who is missing: Census population estimates (age) and American Community Survey 2020 to 2024 (language)
- Screening activity: CMS Medicare fee-for-service claims for low-dose CT (CPT 71271), 2024, by provider location
Estimates under 50 are shown as "fewer than 50"; others are rounded. Full methodology
Many of them are already your patients.
Oatmeal Health helps health systems and community health centers find, navigate, and screen the people who qualify, alongside the care teams you already have.
Get the free McCracken County report
A printable PDF with the local estimate, how it compares, who is missing, the local screening network, and our full methodology.
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