Ryerson Project
Ryerson Project Item 22
I worry that artificial intelligence will make society less fair.
American adults' average (mean) response was 6.14 on a scale of 0 (Disagree) to 10 (Agree). 419 responses have been collected (so far) from 2026-05-01 to 2026-08-26.
Descriptive Statistics
| Mean | 6.14 |
|---|---|
| Median | 6.00 |
| Standard deviation | 2.78 |
| N | 419 |
| Standard error | 0.136 |
All-Time Distribution
Comparison to Other Items
Based on all-time mean agreement, this item ranks 70 out of 132 qualifying items and is at the 47.3 percentile.
Qualifying items have 100 or more total observations. Higher means indicate more agreement and therefore a higher rank.
Monthly Trend
Observed Trend
Observations suggest unchanging agreement over the observed period, from 2026-05-01 to 2026-08-26. The estimated change over that period is -0.841 points on a 0 to 10 scale. Regression results place a 95% confidence interval around that observed-period change of [-1.807, 0.124].Regression table
The daily slope annualized over 365.25 days is -2.626 points per year, with a 95% confidence interval of [-5.640, 0.387]. This short-window annualized number is provided for reference, but the observed-period change above is the primary trend estimate.
Call:
lm(formula = response_value ~ days_since_start, data = model_data)
Residuals:
Min 1Q Median 3Q Max
-6.4115 -1.3935 0.3004 1.9445 4.3364
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 6.504940 0.253320 25.679 <2e-16 ***
days_since_start -0.007191 0.004197 -1.713 0.0874 .
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Residual standard error: 2.777 on 417 degrees of freedom
Multiple R-squared: 0.006989, Adjusted R-squared: 0.004608
F-statistic: 2.935 on 1 and 417 DF, p-value: 0.08742