Ryerson Project
Ryerson Project Item 36
I believe labor unions are good for workers.
American adults' average (mean) response was 7.34 on a scale of 0 (Disagree) to 10 (Agree). 406 responses have been collected (so far) from 2026-05-01 to 2026-10-09.
Descriptive Statistics
| Mean | 7.34 |
|---|---|
| Median | 8.00 |
| Standard deviation | 2.37 |
| N | 406 |
| Standard error | 0.118 |
All-Time Distribution
Comparison to Other Items
Based on all-time mean agreement, this item ranks 35 out of 139 qualifying items and is at the 75.4 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 2026-10-09. The estimated change over that period is 0.052 points on a 0 to 10 scale. Regression results place a 95% confidence interval around that observed-period change of [-0.818, 0.923].Regression table
The daily slope annualized over 365.25 days is 0.119 points per year, with a 95% confidence interval of [-1.855, 2.093]. 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
-7.3643 -2.0811 0.6518 2.6344 2.6819
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 7.3180718 0.2016031 36.299 <2e-16 ***
days_since_start 0.0003256 0.0027492 0.118 0.906
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Residual standard error: 2.376 on 404 degrees of freedom
Multiple R-squared: 3.472e-05, Adjusted R-squared: -0.00244
F-statistic: 0.01403 on 1 and 404 DF, p-value: 0.9058