Ryerson Project
Ryerson Project Item 110
I believe unions should have more influence in the workplace.
American adults' average (mean) response was 6.65 on a scale of 0 (Disagree) to 10 (Agree). 137 responses have been collected (so far) from 2026-05-12 to 2026-10-29.
Descriptive Statistics
| Mean | 6.65 |
|---|---|
| Median | 7.00 |
| Standard deviation | 2.76 |
| N | 137 |
| Standard error | 0.236 |
All-Time Distribution
Comparison to Other Items
Based on all-time mean agreement, this item ranks 61 out of 142 qualifying items and is at the 57.4 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 2026-05-12 to 2026-10-29. The estimated change over that period is 0.802 points on a 0 to 10 scale. Regression results place a 95% confidence interval around that observed-period change of [-0.555, 2.159].Regression table
The daily slope annualized over 365.25 days is 1.723 points per year, with a 95% confidence interval of [-1.192, 4.638]. 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
-7.0306 -1.5165 0.4175 2.5731 3.6297
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 6.337271 0.356129 17.795 <2e-16 ***
days_since_start 0.004717 0.004035 1.169 0.245
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Residual standard error: 2.755 on 135 degrees of freedom
Multiple R-squared: 0.01002, Adjusted R-squared: 0.002686
F-statistic: 1.366 on 1 and 135 DF, p-value: 0.2445