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The Hook (0–20seconds)
According to the American Heart Association (AHA), by 2050,
an estimate 61% of US adults will have
obesity,
61% will have high blood pressure,
and
27% will have diabetes.
Why is this important?
Diabetes is not only a blood sugar issue.
It causes severe kidney and cardiovascular damage, However, our safety response remains passive.
The Research Question (20–35 seconds)
Driving my study question:
How do COUNTY-LEVEL Socioeconomic Status Disparities—
Specifically
Food Security
Education Attainment
—Relate to diabetes rates across California, and how Medi-Cal enrollment shapes this relationship
in 2022-2024.
The Hypotheses & Theory (35-1 Minute)
By using data from the California Health Interview Survey (UCLA CHIS),
I compared poverty brackets,
food security,
education levels,
and ages 65+ and under
across the 58 counties of California
to see how these disparities predict diabetes prevalence.
Predicting that lower education was associated with higher probabilities of diabetes diagnosis.
The Findings & Policy Takeaway (1–1:45 minute)
What are the key takeaways?
Using the Pearson r correlation method, my hypotheses were concluded to be positive.
As portrayed in Table 1:
The biggest takeaways from this study can be broken down in my remaining figures.
Figure I:
Appears not to be narrowing back to how it was two decades ago. On the contrary, the disparity persists, confirming AHAs’ study and projections.
Figure II:
You see that diabetes prevalence is less when you hold some college education and more prevalent with those receiving food security and on Medi-Cal.
Figure III:
Illustrates the disparity between those holding some college and those with HS or less.
Closing Remarks (15 Seconds)
Ultimately, the data show that Medi-Cal is the ideal infrastructure already in place for launching interventions.
By integrating self-management and early screening mandates.