Results

Linear Regression

Model Fit Measures
Overall Model Test
ModelRAdjusted R²Fdf1df2p
10.300370.090220.078567.735051780.00679
20.430460.185290.164138.756262770.00037

 

Model Comparisons
Comparison
Model ModelΔR²Fdf1df2p
1-20.095078.985561770.00366

 

Model Specific ResultsModel 1Model 2

Model Coefficients - Intensity of Tantrum
95% Confidence Interval
PredictorEstimateSEtpStand. EstimateLowerUpper
Intercept3.181960.421427.55056< .00001   
Absurdity of Tantrum Trigger0.256140.092102.781200.006790.300370.085360.51538

 

Model Coefficients - Intensity of Tantrum
95% Confidence Interval
PredictorEstimateSEtpStand. EstimateLowerUpper
Intercept1.858770.596613.115540.00258   
Absurdity of Tantrum Trigger0.158910.093521.699190.093320.18635-0.032030.40473
Obvious Laughter Suppression0.215260.071812.997590.003660.328740.110360.54712

 

Linear Regression

Model Fit Measures
ModelR
10.346830.12029

 

Model Coefficients - Obvious Laughter Suppression
PredictorEstimateSEtp
Intercept6.146850.632869.71281< .00001
Absurdity of Tantrum Trigger0.451690.138313.265820.00162

 

Partial Correlation

Semipartial Correlation - Pearson's r
 Intensity of TantrumObvious Laughter Suppression
Intensity of Tantrum0.30834
Obvious Laughter Suppression0.30320
Note. controlling for 'Absurdity of Tantrum Trigger'
Note. variation from the control variables is only removed from the variables in the columns
[3]

 

Partial Correlation

Semipartial Correlation - Pearson's r
 Intensity of TantrumAbsurdity of Tantrum Trigger
Intensity of Tantrum0.17478
Absurdity of Tantrum Trigger0.17831
Note. controlling for 'Obvious Laughter Suppression'
Note. variation from the control variables is only removed from the variables in the columns
[3]

 

GLM Mediation Analysis

Models Info
   
Mediators Models  
 m1Obvious Laughter Suppression ~ Absurdity of Tantrum Trigger
Full Model  
 m2Intensity of Tantrum ~ Obvious Laughter Suppression + Absurdity of Tantrum Trigger
Indirect Effects  
 IE 1Absurdity of Tantrum Trigger ⇒ Obvious Laughter Suppression ⇒ Intensity of Tantrum
[4]

 

Path Model

Model Diagram

Mediation

Indirect and Total Effects
95% C.I. (a)
TypeEffectEstimateSELowerUpperβzp
IndirectAbsurdity of Tantrum Trigger ⇒ Obvious Laughter Suppression ⇒ Intensity of Tantrum0.097230.048830.018260.207360.114021.991100.04647
ComponentAbsurdity of Tantrum Trigger ⇒ Obvious Laughter Suppression0.451690.131630.194950.706190.346833.431400.00060
 Obvious Laughter Suppression ⇒ Intensity of Tantrum0.215260.079750.048650.372050.328742.699330.00695
DirectAbsurdity of Tantrum Trigger ⇒ Intensity of Tantrum0.158910.10553-0.043070.371440.186351.505850.13211
TotalAbsurdity of Tantrum Trigger ⇒ Intensity of Tantrum0.256140.091510.076780.435510.300372.798970.00513
Note. Confidence intervals computed with method: Bootstrap percentiles
Note. Betas are completely standardized effect sizes
[5]

 

Linear Regression

Model Fit Measures
Overall Model Test
ModelRAdjusted R²Fdf1df2p
10.300370.090220.078567.735051780.00679
20.430460.185290.164138.756262770.00037

 

Model Comparisons
Comparison
Model ModelΔR²Fdf1df2p
1-20.095078.985561770.00366

 

Model Specific ResultsModel 1Model 2

Model Coefficients - Intensity of Tantrum
PredictorEstimateSEtp
Intercept3.181960.421427.55056< .00001
Absurdity of Tantrum Trigger0.256140.092102.781200.00679

 

Model Coefficients - Intensity of Tantrum
PredictorEstimateSEtp
Intercept1.858770.596613.115540.00258
Absurdity of Tantrum Trigger0.158910.093521.699190.09332
Obvious Laughter Suppression0.215260.071812.997590.00366

 

References

[1] The jamovi project (2020). jamovi. (Version 1.6) [Computer Software]. Retrieved from https://www.jamovi.org.

[2] R Core Team (2020). R: A Language and environment for statistical computing. (Version 4.0) [Computer software]. Retrieved from https://cran.r-project.org. (R packages retrieved from MRAN snapshot 2020-08-24).

[3] Kim, S. (2015). ppcor: Partial and Semi-Partial (Part) Correlation. [R package]. Retrieved from https://cran.r-project.org/package=ppcor.

[4] Gallucci, M. (2019). jAMM: jamovi Advanced Mediation Models. [jamovi module]. Retrieved from https://jamovi-amm.github.io/.

[5] Yves Rosseel (0). lavaan: An R Package for Structural Equation Modeling. Journal of Statistical Software, 48(2), 1-36. link.