Ryerson Project Ryerson Project

Ryerson Project Item 6

I believe the United States is moving in the right direction.

American adults' average (mean) response was 2.99 on a scale of 0 (Disagree) to 10 (Agree). 911 responses have been collected (so far) from 2026-05-01 to 2026-10-31.

Descriptive Statistics

Mean2.99
Median2.00
Standard deviation2.75
N911
Standard error0.091

All-Time Distribution

Response 0: 256 Response 1: 94 Response 2: 108 Response 3: 103 Response 4: 67 Response 5: 97 Response 6: 59 Response 7: 55 Response 8: 45 Response 9: 17 Response 10: 10 0 1 2 3 4 5 6 7 8 9 10 0 256 Agreement (0 = maximum disagreement, 10 = maximum agreement) Count

Comparison to Other Items

Based on all-time mean agreement, this item ranks 132 out of 142 qualifying items and is at the 7.1 percentile.

Qualifying items have 100 or more total observations. Higher means indicate more agreement and therefore a higher rank.

Monthly Trend

0 1 2 3 4 5 6 7 8 9 10 0% 50% 100% 0 5 10 2026-05 response 0: 29.9% 2026-05 response 1: 12.1% 2026-05 response 2: 9.9% 2026-05 response 3: 11.8% 2026-05 response 4: 5.6% 2026-05 response 5: 10.7% 2026-05 response 6: 5.1% 2026-05 response 7: 5.9% 2026-05 response 8: 5.4% 2026-05 response 9: 2.0% 2026-05 response 10: 1.7% 2026-06 response 0: 27.6% 2026-06 response 1: 7.7% 2026-06 response 2: 11.6% 2026-06 response 3: 13.0% 2026-06 response 4: 8.6% 2026-06 response 5: 10.5% 2026-06 response 6: 7.7% 2026-06 response 7: 5.8% 2026-06 response 8: 5.0% 2026-06 response 9: 1.4% 2026-06 response 10: 1.1% 2026-07 response 0: 23.7% 2026-07 response 1: 16.9% 2026-07 response 2: 15.3% 2026-07 response 3: 6.8% 2026-07 response 4: 10.2% 2026-07 response 5: 10.2% 2026-07 response 6: 5.1% 2026-07 response 7: 6.8% 2026-07 response 8: 1.7% 2026-07 response 9: 3.4% 2026-07 response 10: 0.0% 2026-08 response 0: 31.2% 2026-08 response 1: 10.4% 2026-08 response 2: 14.6% 2026-08 response 3: 8.3% 2026-08 response 4: 0.0% 2026-08 response 5: 10.4% 2026-08 response 6: 4.2% 2026-08 response 7: 10.4% 2026-08 response 8: 8.3% 2026-08 response 9: 2.1% 2026-08 response 10: 0.0% 2026-09 response 0: 19.5% 2026-09 response 1: 2.4% 2026-09 response 2: 19.5% 2026-09 response 3: 12.2% 2026-09 response 4: 12.2% 2026-09 response 5: 12.2% 2026-09 response 6: 9.8% 2026-09 response 7: 4.9% 2026-09 response 8: 4.9% 2026-09 response 9: 2.4% 2026-09 response 10: 0.0% 2026-10 response 0: 28.3% 2026-10 response 1: 15.2% 2026-10 response 2: 15.2% 2026-10 response 3: 2.2% 2026-10 response 4: 10.9% 2026-10 response 5: 10.9% 2026-10 response 6: 8.7% 2026-10 response 7: 4.3% 2026-10 response 8: 2.2% 2026-10 response 9: 2.2% 2026-10 response 10: 0.0% May 2026 Jun 2026 Jul 2026 Aug 2026 Sep 2026 Oct 2026 Observation month Percent of responses Monthly mean

Observed Trend

Observations suggest unchanging agreement over the observed period, from 2026-05-01 to 2026-10-31. The estimated change over that period is 0.068 points on a 0 to 10 scale. Regression results place a 95% confidence interval around that observed-period change of [-0.705, 0.841].
Regression table

The daily slope annualized over 365.25 days is 0.135 points per year, with a 95% confidence interval of [-1.407, 1.678]. 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 
-3.0394 -2.9747 -0.9723  2.0162  7.0266 

Coefficients:
                  Estimate Std. Error t value Pr(>|t|)    
(Intercept)      2.9718908  0.1396249  21.285   <2e-16 ***
days_since_start 0.0003708  0.0021514   0.172    0.863    
---
Signif. codes:  0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1

Residual standard error: 2.751 on 909 degrees of freedom
Multiple R-squared:  3.268e-05,	Adjusted R-squared:  -0.001067 
F-statistic: 0.02971 on 1 and 909 DF,  p-value: 0.8632