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How well does Stated Risk Preference predict Americans' AI Support?

• Stated Risk Preference is a statistically significant predictor of AI Support.
• Higher Stated Risk Preference is associated with greater AI Support.

• Results update daily.
• Based on responses from daily samples of American adults.
• Aggregated over the entire data.
• Data collection began: 2024-02-16.
• Most recent data collected on: 2026-10-10.
• Total Observations: 10632.

Methods, briefly

General Risk Question from Individual Risk Attitudes: Measurement, Determinants, and Behavioral Consequences. For more detail, please read Thinking Machines, Pondering Humans.

On a seven-point agreement scale, randomly selected American adults responded to the item: I support further development of artificial intelligence. From 2024-02-16 forward, I have collected 10632 responses.

I have presented detailed methods in Americans' Support for AI Development - Measured Daily with Open Data and Methods. The results in this PDF research article are, of course, out-of-date as compared to this autonomous, daily-updating, social science dashboard inator you are currently viewing. Last updated on 2026-10-11.

Do you like p-values, standard errors and such? Inspect the collapsed details below to view the regression results that support the statements above.

Yes, you may see and use the raw survey data.

Call:
lm(formula = Support ~ Risk_Preference, data = .)

Residuals:
    Min      1Q  Median      3Q     Max 
-4.8504 -0.8504  0.3523  1.1519  3.1542 

Coefficients:
                 Estimate Std. Error t value Pr(>|t|)    
(Intercept)     -0.154154   0.039395  -3.913 9.17e-05 ***
Risk_Preference  0.200457   0.006849  29.270  < 2e-16 ***
---
Signif. codes:  0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1

Residual standard error: 1.646 on 10630 degrees of freedom
  (2 observations deleted due to missingness)
Multiple R-squared:  0.07458,	Adjusted R-squared:  0.0745 
F-statistic: 856.7 on 1 and 10630 DF,  p-value: < 2.2e-16

This page last automatically updated on 2026-10-11.