| DV | DV notes | Outcome | Direction | Tightness (Control) | Tightness Mod |
|---|---|---|---|---|---|
| challengebin | Challenge (binary) - Yes if indicated pre-registered challenge | NS | NA | NA | No |
| challengesum | Challenge (sum) - Sum of pre-registered challenges | Yes | Positive | No longer sig. | No |
| challengequal | Challenge (Quality) | NS | NA | NA | No |
| challenge_eth | Challenge (Ethical) | NS | NA | NA | No |
| challenge_rel | Challenge (Reliability) | Yes | Positive | Yes (Tight = Marg.) | No |
| access_local | Access to local official data in the country where you work? | Yes | Positive | Yes (Tight = NS) | No |
| quality_local | The quality and reliability of local official data in the country where you work? | Yes | Positive | Yes (Tight = Yes) | Yes |
| access_national | Access to national official data in the country where you work? | Yes | Positive | Yes (Tight = N) | No |
| quality_local | CThe quality and reliability of national official data in the country where you work? | Yes | Positive | Yes (Tight = Yes) | No |
Notes:
- Ordinal measures: 1 = Very Poor, 2 = Poor, 3 = Average, 4 = Good, 5 =
Very Good).
Main Results
Challenge (Binary)
##
## Call:
## glm(formula = challengebin ~ PC1_SDS, family = "binomial", data = ejcdata)
##
## Coefficients:
## Estimate Std. Error z value Pr(>|z|)
## (Intercept) 1.1178 0.1425 7.85 0.0000000000000043 ***
## PC1_SDS 0.0280 0.0272 1.03 0.3
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## (Dispersion parameter for binomial family taken to be 1)
##
## Null deviance: 298.63 on 266 degrees of freedom
## Residual deviance: 297.56 on 265 degrees of freedom
## AIC: 301.6
##
## Number of Fisher Scoring iterations: 4Challenge (Sum)
##
## Call:
## lm(formula = challenge_sum ~ PC1_SDS, data = ejcdata)
##
## Residuals:
## Min 1Q Median 3Q Max
## -1.2773 -0.2724 -0.0913 0.7276 2.0557
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.1151 0.0523 21.31 <0.0000000000000002 ***
## PC1_SDS 0.0223 0.0100 2.23 0.027 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.85 on 265 degrees of freedom
## Multiple R-squared: 0.0184, Adjusted R-squared: 0.0147
## F-statistic: 4.97 on 1 and 265 DF, p-value: 0.0266Challenge (Quality)
##
## Call:
## glm(formula = challenge_quality ~ PC1_SDS, family = "binomial",
## data = ejcdata)
##
## Coefficients:
## Estimate Std. Error z value Pr(>|z|)
## (Intercept) 0.6964 0.1304 5.34 0.000000092 ***
## PC1_SDS 0.0323 0.0249 1.30 0.19
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## (Dispersion parameter for binomial family taken to be 1)
##
## Null deviance: 339.90 on 266 degrees of freedom
## Residual deviance: 338.21 on 265 degrees of freedom
## AIC: 342.2
##
## Number of Fisher Scoring iterations: 4Challenge (Ethical)
##
## Call:
## glm(formula = challenge_ethical ~ PC1_SDS, family = "binomial",
## data = ejcdata)
##
## Coefficients:
## Estimate Std. Error z value Pr(>|z|)
## (Intercept) -1.73743 0.17168 -10.1 <0.0000000000000002 ***
## PC1_SDS 0.00982 0.03290 0.3 0.77
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## (Dispersion parameter for binomial family taken to be 1)
##
## Null deviance: 225.55 on 266 degrees of freedom
## Residual deviance: 225.46 on 265 degrees of freedom
## AIC: 229.5
##
## Number of Fisher Scoring iterations: 4Challenge (Reliability)
##
## Call:
## glm(formula = challenge_reliability ~ PC1_SDS, family = "binomial",
## data = ejcdata)
##
## Coefficients:
## Estimate Std. Error z value Pr(>|z|)
## (Intercept) -0.8774 0.1369 -6.41 0.00000000015 ***
## PC1_SDS 0.0680 0.0265 2.57 0.01 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## (Dispersion parameter for binomial family taken to be 1)
##
## Null deviance: 326.03 on 266 degrees of freedom
## Residual deviance: 319.22 on 265 degrees of freedom
## AIC: 323.2
##
## Number of Fisher Scoring iterations: 4Local Access
## formula: access_local ~ PC1_SDS
## data: ejcdata
##
## link threshold nobs logLik AIC niter max.grad cond.H
## logit flexible 265 -342.62 695.24 5(0) 6.15e-07 2.3e+02
##
## Coefficients:
## Estimate Std. Error z value Pr(>|z|)
## PC1_SDS 0.1289 0.0233 5.53 0.000000032 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Threshold coefficients:
## Estimate Std. Error z value
## 1|2 -2.688 0.240 -11.20
## 2|3 -0.498 0.132 -3.78
## 3|4 1.434 0.158 9.09
## 4|5 3.452 0.329 10.50
## (2 observations deleted due to missingness)Local Quality
## formula: quality_local ~ PC1_SDS
## data: ejcdata
##
## link threshold nobs logLik AIC niter max.grad cond.H
## logit flexible 264 -355.62 721.23 5(0) 3.91e-07 1.7e+02
##
## Coefficients:
## Estimate Std. Error z value Pr(>|z|)
## PC1_SDS 0.1171 0.0229 5.12 0.00000031 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Threshold coefficients:
## Estimate Std. Error z value
## 1|2 -2.605 0.233 -11.17
## 2|3 -0.957 0.141 -6.81
## 3|4 0.989 0.142 6.95
## 4|5 2.989 0.273 10.97
## (3 observations deleted due to missingness)National Access
## formula: access_national ~ PC1_SDS
## data: ejcdata
##
## link threshold nobs logLik AIC niter max.grad cond.H
## logit flexible 265 -333.56 677.12 6(0) 4.92e-11 2.1e+02
##
## Coefficients:
## Estimate Std. Error z value Pr(>|z|)
## PC1_SDS 0.1505 0.0232 6.48 0.000000000095 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Threshold coefficients:
## Estimate Std. Error z value
## 1|2 -3.319 0.304 -10.91
## 2|3 -1.088 0.147 -7.39
## 3|4 0.823 0.140 5.88
## 4|5 3.319 0.304 10.93
## (2 observations deleted due to missingness)National Quality
## formula: quality_national ~ PC1_SDS
## data: ejcdata
##
## link threshold nobs logLik AIC niter max.grad cond.H
## logit flexible 264 -323.04 656.08 6(0) 2.34e-09 2.3e+02
##
## Coefficients:
## Estimate Std. Error z value Pr(>|z|)
## PC1_SDS 0.1706 0.0244 6.99 0.0000000000028 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Threshold coefficients:
## Estimate Std. Error z value
## 1|2 -3.218 0.286 -11.24
## 2|3 -1.275 0.155 -8.25
## 3|4 0.853 0.143 5.97
## 4|5 3.577 0.333 10.74
## (3 observations deleted due to missingness)Tightness Results (Control)
Challenge (Binary)
##
## Call:
## glm(formula = challengebin ~ PC1_SDS + Tightness_adjusted_scale,
## family = "binomial", data = ejcdata)
##
## Coefficients:
## Estimate Std. Error z value Pr(>|z|)
## (Intercept) 3.8921 1.9685 1.98 0.048 *
## PC1_SDS -0.0288 0.0436 -0.66 0.509
## Tightness_adjusted_scale -1.1995 0.9380 -1.28 0.201
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## (Dispersion parameter for binomial family taken to be 1)
##
## Null deviance: 191.48 on 192 degrees of freedom
## Residual deviance: 189.74 on 190 degrees of freedom
## (74 observations deleted due to missingness)
## AIC: 195.7
##
## Number of Fisher Scoring iterations: 4Challenge (Sum)
##
## Call:
## lm(formula = challenge_sum ~ PC1_SDS + Tightness_adjusted_scale,
## data = ejcdata)
##
## Residuals:
## Min 1Q Median 3Q Max
## -1.3749 -0.3749 0.0087 0.6355 2.0231
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.25790 0.58775 3.84 0.00017 ***
## PC1_SDS 0.00892 0.01433 0.62 0.53443
## Tightness_adjusted_scale -0.53459 0.28397 -1.88 0.06129 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.82 on 190 degrees of freedom
## (74 observations deleted due to missingness)
## Multiple R-squared: 0.034, Adjusted R-squared: 0.0238
## F-statistic: 3.35 on 2 and 190 DF, p-value: 0.0373Challenge (Quality)
##
## Call:
## glm(formula = challenge_quality ~ PC1_SDS + Tightness_adjusted_scale,
## family = "binomial", data = ejcdata)
##
## Coefficients:
## Estimate Std. Error z value Pr(>|z|)
## (Intercept) 2.3766 1.6555 1.44 0.15
## PC1_SDS -0.0356 0.0389 -0.92 0.36
## Tightness_adjusted_scale -0.6655 0.7954 -0.84 0.40
##
## (Dispersion parameter for binomial family taken to be 1)
##
## Null deviance: 226.89 on 192 degrees of freedom
## Residual deviance: 225.84 on 190 degrees of freedom
## (74 observations deleted due to missingness)
## AIC: 231.8
##
## Number of Fisher Scoring iterations: 4Challenge (Ethical)
##
## Call:
## glm(formula = challenge_ethical ~ PC1_SDS + Tightness_adjusted_scale,
## family = "binomial", data = ejcdata)
##
## Coefficients:
## Estimate Std. Error z value Pr(>|z|)
## (Intercept) 0.4949 1.8860 0.26 0.79
## PC1_SDS 0.0111 0.0507 0.22 0.83
## Tightness_adjusted_scale -1.1477 0.9288 -1.24 0.22
##
## (Dispersion parameter for binomial family taken to be 1)
##
## Null deviance: 159.83 on 192 degrees of freedom
## Residual deviance: 157.66 on 190 degrees of freedom
## (74 observations deleted due to missingness)
## AIC: 163.7
##
## Number of Fisher Scoring iterations: 4Challenge (Reliability)
##
## Call:
## glm(formula = challenge_reliability ~ PC1_SDS + Tightness_adjusted_scale,
## family = "binomial", data = ejcdata)
##
## Coefficients:
## Estimate Std. Error z value Pr(>|z|)
## (Intercept) 1.6257 1.5016 1.08 0.279
## PC1_SDS 0.0814 0.0395 2.06 0.039 *
## Tightness_adjusted_scale -1.2715 0.7367 -1.73 0.084 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## (Dispersion parameter for binomial family taken to be 1)
##
## Null deviance: 242.33 on 192 degrees of freedom
## Residual deviance: 229.58 on 190 degrees of freedom
## (74 observations deleted due to missingness)
## AIC: 235.6
##
## Number of Fisher Scoring iterations: 4Local Access
## formula: access_local ~ PC1_SDS + Tightness_adjusted_scale
## data: ejcdata
##
## link threshold nobs logLik AIC niter max.grad cond.H
## logit flexible 192 -234.59 481.17 6(0) 5.38e-11 1.0e+04
##
## Coefficients:
## Estimate Std. Error z value Pr(>|z|)
## PC1_SDS 0.1816 0.0353 5.15 0.00000026 ***
## Tightness_adjusted_scale 0.5669 0.6415 0.88 0.38
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Threshold coefficients:
## Estimate Std. Error z value
## 1|2 -1.781 1.360 -1.31
## 2|3 0.791 1.328 0.60
## 3|4 2.830 1.350 2.10
## 4|5 5.130 1.415 3.63
## (75 observations deleted due to missingness)Local Quality
## formula: quality_local ~ PC1_SDS + Tightness_adjusted_scale
## data: ejcdata
##
## link threshold nobs logLik AIC niter max.grad cond.H
## logit flexible 191 -254.44 520.87 5(0) 4.42e-07 1.1e+04
##
## Coefficients:
## Estimate Std. Error z value Pr(>|z|)
## PC1_SDS 0.1785 0.0349 5.12 0.00000031 ***
## Tightness_adjusted_scale 1.5734 0.6368 2.47 0.013 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Threshold coefficients:
## Estimate Std. Error z value
## 1|2 0.602 1.321 0.46
## 2|3 2.306 1.305 1.77
## 3|4 4.272 1.338 3.19
## 4|5 6.324 1.385 4.57
## (76 observations deleted due to missingness)National Access
## formula: access_national ~ PC1_SDS + Tightness_adjusted_scale
## data: ejcdata
##
## link threshold nobs logLik AIC niter max.grad cond.H
## logit flexible 192 -237.91 487.82 6(0) 2.53e-10 1.1e+04
##
## Coefficients:
## Estimate Std. Error z value Pr(>|z|)
## PC1_SDS 0.1543 0.0338 4.57 0.0000049 ***
## Tightness_adjusted_scale 0.5165 0.6414 0.81 0.42
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Threshold coefficients:
## Estimate Std. Error z value
## 1|2 -2.5690 1.3943 -1.84
## 2|3 -0.0593 1.3301 -0.04
## 3|4 1.8418 1.3373 1.38
## 4|5 4.3818 1.3797 3.18
## (75 observations deleted due to missingness)National Quality
## formula: quality_national ~ PC1_SDS + Tightness_adjusted_scale
## data: ejcdata
##
## link threshold nobs logLik AIC niter max.grad cond.H
## logit flexible 191 -227.30 466.61 6(0) 8.91e-11 1.0e+04
##
## Coefficients:
## Estimate Std. Error z value Pr(>|z|)
## PC1_SDS 0.2115 0.0362 5.84 0.0000000051 ***
## Tightness_adjusted_scale 1.4680 0.6480 2.27 0.023 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Threshold coefficients:
## Estimate Std. Error z value
## 1|2 -0.483 1.380 -0.35
## 2|3 1.671 1.329 1.26
## 3|4 3.907 1.355 2.88
## 4|5 6.515 1.418 4.60
## (76 observations deleted due to missingness)Tightness Results (Moderation)
Challenge (Binary)
##
## Call:
## glm(formula = challengebin ~ PC1_SDS * Tightness_adjusted_scale,
## family = "binomial", data = ejcdata)
##
## Coefficients:
## Estimate Std. Error z value Pr(>|z|)
## (Intercept) 3.90365 2.21501 1.76 0.078 .
## PC1_SDS -0.03915 0.90960 -0.04 0.966
## Tightness_adjusted_scale -1.20348 1.00019 -1.20 0.229
## PC1_SDS:Tightness_adjusted_scale 0.00483 0.42554 0.01 0.991
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## (Dispersion parameter for binomial family taken to be 1)
##
## Null deviance: 191.48 on 192 degrees of freedom
## Residual deviance: 189.74 on 189 degrees of freedom
## (74 observations deleted due to missingness)
## AIC: 197.7
##
## Number of Fisher Scoring iterations: 4Challenge (Sum)
##
## Call:
## lm(formula = challenge_sum ~ PC1_SDS * Tightness_adjusted_scale,
## data = ejcdata)
##
## Residuals:
## Min 1Q Median 3Q Max
## -1.4265 -0.3821 0.0272 0.6380 2.0430
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.511 0.659 3.81 0.00019 ***
## PC1_SDS -0.234 0.285 -0.82 0.41266
## Tightness_adjusted_scale -0.619 0.301 -2.06 0.04104 *
## PC1_SDS:Tightness_adjusted_scale 0.114 0.133 0.85 0.39449
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.83 on 189 degrees of freedom
## (74 observations deleted due to missingness)
## Multiple R-squared: 0.0377, Adjusted R-squared: 0.0224
## F-statistic: 2.47 on 3 and 189 DF, p-value: 0.0633Challenge (Quality)
##
## Call:
## glm(formula = challenge_quality ~ PC1_SDS * Tightness_adjusted_scale,
## family = "binomial", data = ejcdata)
##
## Coefficients:
## Estimate Std. Error z value Pr(>|z|)
## (Intercept) 2.691 1.890 1.42 0.15
## PC1_SDS -0.317 0.792 -0.40 0.69
## Tightness_adjusted_scale -0.773 0.856 -0.90 0.37
## PC1_SDS:Tightness_adjusted_scale 0.132 0.371 0.36 0.72
##
## (Dispersion parameter for binomial family taken to be 1)
##
## Null deviance: 226.89 on 192 degrees of freedom
## Residual deviance: 225.71 on 189 degrees of freedom
## (74 observations deleted due to missingness)
## AIC: 233.7
##
## Number of Fisher Scoring iterations: 4Challenge (Ethical)
##
## Call:
## glm(formula = challenge_ethical ~ PC1_SDS * Tightness_adjusted_scale,
## family = "binomial", data = ejcdata)
##
## Coefficients:
## Estimate Std. Error z value Pr(>|z|)
## (Intercept) 0.880 2.097 0.42 0.67
## PC1_SDS -0.366 0.938 -0.39 0.70
## Tightness_adjusted_scale -1.277 0.977 -1.31 0.19
## PC1_SDS:Tightness_adjusted_scale 0.178 0.442 0.40 0.69
##
## (Dispersion parameter for binomial family taken to be 1)
##
## Null deviance: 159.83 on 192 degrees of freedom
## Residual deviance: 157.50 on 189 degrees of freedom
## (74 observations deleted due to missingness)
## AIC: 165.5
##
## Number of Fisher Scoring iterations: 4Challenge (Reliability)
##
## Call:
## glm(formula = challenge_reliability ~ PC1_SDS * Tightness_adjusted_scale,
## family = "binomial", data = ejcdata)
##
## Coefficients:
## Estimate Std. Error z value Pr(>|z|)
## (Intercept) 2.514 1.701 1.48 0.140
## PC1_SDS -0.729 0.736 -0.99 0.322
## Tightness_adjusted_scale -1.584 0.790 -2.00 0.045 *
## PC1_SDS:Tightness_adjusted_scale 0.383 0.347 1.10 0.271
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## (Dispersion parameter for binomial family taken to be 1)
##
## Null deviance: 242.33 on 192 degrees of freedom
## Residual deviance: 228.36 on 189 degrees of freedom
## (74 observations deleted due to missingness)
## AIC: 236.4
##
## Number of Fisher Scoring iterations: 4Local Access
## formula: access_local ~ PC1_SDS * Tightness_adjusted_scale
## data: ejcdata
##
## link threshold nobs logLik AIC niter max.grad cond.H
## logit flexible 192 -234.50 483.00 6(0) 1.03e-10 6.9e+04
##
## Coefficients:
## Estimate Std. Error z value Pr(>|z|)
## PC1_SDS 0.455 0.666 0.68 0.49
## Tightness_adjusted_scale 0.656 0.678 0.97 0.33
## PC1_SDS:Tightness_adjusted_scale -0.128 0.312 -0.41 0.68
##
## Threshold coefficients:
## Estimate Std. Error z value
## 1|2 -1.50 1.52 -0.99
## 2|3 1.06 1.49 0.72
## 3|4 3.10 1.51 2.06
## 4|5 5.41 1.57 3.45
## (75 observations deleted due to missingness)Local Quality
## formula: quality_local ~ PC1_SDS * Tightness_adjusted_scale
## data: ejcdata
##
## link threshold nobs logLik AIC niter max.grad cond.H
## logit flexible 191 -252.46 518.92 6(0) 4.60e-14 7.4e+04
##
## Coefficients:
## Estimate Std. Error z value Pr(>|z|)
## PC1_SDS 1.460 0.650 2.25 0.0247 *
## Tightness_adjusted_scale 2.058 0.688 2.99 0.0028 **
## PC1_SDS:Tightness_adjusted_scale -0.600 0.304 -1.98 0.0481 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Threshold coefficients:
## Estimate Std. Error z value
## 1|2 2.00 1.50 1.33
## 2|3 3.72 1.50 2.48
## 3|4 5.71 1.54 3.72
## 4|5 7.78 1.58 4.92
## (76 observations deleted due to missingness)## JOHNSON-NEYMAN INTERVAL
##
## When Tightness_adjusted_scale is OUTSIDE the interval [2.24, 26.45], the slope of PC1_SDS is p < .05.
##
## Note: The range of observed values of Tightness_adjusted_scale is [1.48, 2.36]
##
## SIMPLE SLOPES ANALYSIS
##
## Slope of PC1_SDS when Tightness_adjusted_scale = 1.78 (- 1 SD):
##
## Est. S.E. t val. p
## ------ ------ -------- ------
## 0.19 0.06 3.31 0.00
##
## Slope of PC1_SDS when Tightness_adjusted_scale = 2.02 (Mean):
##
## Est. S.E. t val. p
## ------ ------ -------- ------
## 0.11 0.02 4.79 0.00
##
## Slope of PC1_SDS when Tightness_adjusted_scale = 2.26 (+ 1 SD):
##
## Est. S.E. t val. p
## ------ ------ -------- ------
## 0.04 0.03 1.50 0.14
National Access
## formula: access_national ~ PC1_SDS * Tightness_adjusted_scale
## data: ejcdata
##
## link threshold nobs logLik AIC niter max.grad cond.H
## logit flexible 192 -237.01 488.02 6(0) 5.32e-10 7.1e+04
##
## Coefficients:
## Estimate Std. Error z value Pr(>|z|)
## PC1_SDS 1.029 0.654 1.57 0.12
## Tightness_adjusted_scale 0.808 0.677 1.19 0.23
## PC1_SDS:Tightness_adjusted_scale -0.410 0.306 -1.34 0.18
##
## Threshold coefficients:
## Estimate Std. Error z value
## 1|2 -1.684 1.536 -1.10
## 2|3 0.822 1.480 0.56
## 3|4 2.732 1.492 1.83
## 4|5 5.290 1.536 3.44
## (75 observations deleted due to missingness)National Quality
## formula: quality_national ~ PC1_SDS * Tightness_adjusted_scale
## data: ejcdata
##
## link threshold nobs logLik AIC niter max.grad cond.H
## logit flexible 191 -226.58 467.16 6(0) 1.97e-10 6.9e+04
##
## Coefficients:
## Estimate Std. Error z value Pr(>|z|)
## PC1_SDS 1.000 0.656 1.52 0.128
## Tightness_adjusted_scale 1.750 0.690 2.54 0.011 *
## PC1_SDS:Tightness_adjusted_scale -0.370 0.307 -1.20 0.229
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Threshold coefficients:
## Estimate Std. Error z value
## 1|2 0.349 1.541 0.23
## 2|3 2.503 1.498 1.67
## 3|4 4.749 1.529 3.11
## 4|5 7.369 1.589 4.64
## (76 observations deleted due to missingness)