Ryerson Project Ryerson Project

Ryerson Project Item 71

I believe public figures should be held to high standards of personal conduct.

American adults' average (mean) response was 8.70 on a scale of 0 (Disagree) to 10 (Agree). 193 responses have been collected (so far) from 2026-05-01 to 2026-08-28.

Descriptive Statistics

Mean8.70
Median9.00
Standard deviation1.65
N193
Standard error0.119

All-Time Distribution

Response 0: 0 Response 1: 0 Response 2: 1 Response 3: 2 Response 4: 1 Response 5: 7 Response 6: 11 Response 7: 13 Response 8: 38 Response 9: 29 Response 10: 91 0 1 2 3 4 5 6 7 8 9 10 0 91 Response value Count

Comparison to Other Items

Based on all-time mean agreement, this item ranks 7 out of 134 qualifying items and is at the 95.5 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: 0.0% 2026-05 response 1: 0.0% 2026-05 response 2: 0.0% 2026-05 response 3: 1.9% 2026-05 response 4: 0.0% 2026-05 response 5: 5.8% 2026-05 response 6: 13.5% 2026-05 response 7: 3.8% 2026-05 response 8: 15.4% 2026-05 response 9: 15.4% 2026-05 response 10: 44.2% 2026-06 response 0: 0.0% 2026-06 response 1: 0.0% 2026-06 response 2: 1.9% 2026-06 response 3: 0.0% 2026-06 response 4: 0.0% 2026-06 response 5: 1.9% 2026-06 response 6: 5.7% 2026-06 response 7: 9.4% 2026-06 response 8: 32.1% 2026-06 response 9: 11.3% 2026-06 response 10: 37.7% 2026-07 response 0: 0.0% 2026-07 response 1: 0.0% 2026-07 response 2: 0.0% 2026-07 response 3: 0.0% 2026-07 response 4: 0.0% 2026-07 response 5: 3.0% 2026-07 response 6: 0.0% 2026-07 response 7: 3.0% 2026-07 response 8: 12.1% 2026-07 response 9: 33.3% 2026-07 response 10: 48.5% 2026-08 response 0: 0.0% 2026-08 response 1: 0.0% 2026-08 response 2: 0.0% 2026-08 response 3: 1.8% 2026-08 response 4: 1.8% 2026-08 response 5: 3.6% 2026-08 response 6: 1.8% 2026-08 response 7: 9.1% 2026-08 response 8: 16.4% 2026-08 response 9: 7.3% 2026-08 response 10: 58.2% May 2026 Jun 2026 Jul 2026 Aug 2026 Observation month Percent of responses Monthly mean

Observed Trend

Observations suggest unchanging agreement over the observed period, from 2026-05-01 to 2026-08-28. The estimated change over that period is 0.637 points on a 0 to 10 scale. Regression results place a 95% confidence interval around that observed-period change of [-0.132, 1.406].
Regression table

The daily slope annualized over 365.25 days is 1.956 points per year, with a 95% confidence interval of [-0.405, 4.317]. 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 
-6.6243 -0.6939  0.4935  1.2632  1.6113 

Coefficients:
                 Estimate Std. Error t value Pr(>|t|)    
(Intercept)      8.383345   0.226631  36.991   <2e-16 ***
days_since_start 0.005355   0.003277   1.634    0.104    
---
Signif. codes:  0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1

Residual standard error: 1.639 on 191 degrees of freedom
Multiple R-squared:  0.01379,	Adjusted R-squared:  0.008622 
F-statistic:  2.67 on 1 and 191 DF,  p-value: 0.1039