Descriptives | |||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Confidence_average | Correctly_labeled_as_disinfo | Correctly_labeled_as_news | Correct_total | Percentage_correct_disinfo | Percentage_correct_news | ||||||||
N | 100 | 100 | 100 | 100 | 100 | 100 | |||||||
Missing | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
Mean | 4.91 | 11.5 | 2.66 | 14.2 | 76.9 | 53.2 | |||||||
Median | 5.33 | 12.0 | 3.00 | 15.0 | 80.0 | 60.0 | |||||||
Standard deviation | 2.66 | 2.62 | 1.46 | 2.90 | 17.5 | 29.2 | |||||||
Minimum | 0.160 | 4 | 0 | 7 | 26.7 | 0.00 | |||||||
Maximum | 9.84 | 16 | 5 | 20 | 107 | 100 | |||||||
Skewness | 0.0501 | -0.701 | -0.105 | -0.396 | -0.701 | -0.105 | |||||||
Std. error skewness | 0.241 | 0.241 | 0.241 | 0.241 | 0.241 | 0.241 | |||||||
Kurtosis | -1.15 | -0.0296 | -0.908 | -0.442 | -0.0297 | -0.908 | |||||||
Std. error kurtosis | 0.478 | 0.478 | 0.478 | 0.478 | 0.478 | 0.478 | |||||||
Shapiro-Wilk W | 0.958 | 0.940 | 0.932 | 0.965 | 0.940 | 0.932 | |||||||
Shapiro-Wilk p | 0.003 | < .001 | < .001 | 0.009 | < .001 | < .001 | |||||||
25th percentile | 2.55 | 10.0 | 2.00 | 12.0 | 66.7 | 40.0 | |||||||
50th percentile | 5.33 | 12.0 | 3.00 | 15.0 | 80.0 | 60.0 | |||||||
75th percentile | 6.95 | 13.3 | 4.00 | 16.0 | 88.3 | 80.0 | |||||||
Descriptives | |||||
---|---|---|---|---|---|
Sex | Group | ||||
N | female | 50 | |||
male | 50 | ||||
Missing | female | 0 | |||
male | 0 | ||||
Mean | female | ||||
male | |||||
Median | female | ||||
male | |||||
Standard deviation | female | ||||
male | |||||
Minimum | female | ||||
male | |||||
Maximum | female | ||||
male | |||||
Frequencies of Group | |||||||||
---|---|---|---|---|---|---|---|---|---|
Group | Sex | Counts | % of Total | Cumulative % | |||||
C | female | 25 | 25.0 % | 25.0 % | |||||
male | 25 | 25.0 % | 50.0 % | ||||||
E | female | 25 | 25.0 % | 75.0 % | |||||
male | 25 | 25.0 % | 100.0 % | ||||||
Independent Samples T-Test | |||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Statistic | df | p | Mean difference | SE difference | Effect Size | ||||||||||||
Confidence_average | Welch's t | 1.38 | 95.8 | 0.171 | 0.731 | 0.530 | Cohen's d | 0.276 | |||||||||
Mann-Whitney U | 1058 | 0.187 | 0.680 | Rank biserial correlation | 0.154 | ||||||||||||
Note. Hₐ μ C ≠ μ E | |||||||||||||||||
Group Descriptives | |||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Group | N | Mean | Median | SD | SE | ||||||||
Confidence_average | C | 50 | 5.27 | 5.48 | 2.84 | 0.402 | |||||||
E | 50 | 4.54 | 4.56 | 2.44 | 0.345 | ||||||||
Contingency Tables | |||||||||
---|---|---|---|---|---|---|---|---|---|
Group | |||||||||
Confidence_group | C | E | Total | ||||||
low | Observed | 24 | 26 | 50 | |||||
Expected | 25.0 | 25.0 | 50.0 | ||||||
high | Observed | 26 | 24 | 50 | |||||
Expected | 25.0 | 25.0 | 50.0 | ||||||
Total | Observed | 50 | 50 | 100 | |||||
Expected | 50.0 | 50.0 | 100.0 | ||||||
χ² Tests | |||||||
---|---|---|---|---|---|---|---|
Value | df | p | |||||
χ² | 0.160 | 1 | 0.689 | ||||
N | 100 | ||||||
Comparative Measures | |||||||
---|---|---|---|---|---|---|---|
95% Confidence Intervals | |||||||
Value | Lower | Upper | |||||
Odds ratio | 0.852 | 0.389 | 1.87 | ||||
Independent Samples T-Test | |||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Statistic | df | p | Mean difference | SE difference | Effect Size | ||||||||||||
Correct_total | Welch's t | 3.21 | 97.9 | 0.002 | 1.780 | 0.554 | Cohen's d | 0.642 | |||||||||
Mann-Whitney U | 802 | 0.002 | 2.00 | Rank biserial correlation | 0.3588 | ||||||||||||
Correctly_labeled_as_disinfo | Welch's t | 1.03 | 95.5 | 0.305 | 0.540 | 0.524 | Cohen's d | 0.206 | |||||||||
Mann-Whitney U | 1130 | 0.404 | 2.97e-6 | Rank biserial correlation | 0.0964 | ||||||||||||
Correctly_labeled_as_news | Welch's t | 4.68 | 97.1 | < .001 | 1.240 | 0.265 | Cohen's d | 0.936 | |||||||||
Mann-Whitney U | 641 | < .001 | 1.00 | Rank biserial correlation | 0.4876 | ||||||||||||
Note. Hₐ μ C ≠ μ E | |||||||||||||||||
Group Descriptives | |||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Group | N | Mean | Median | SD | SE | ||||||||
Correct_total | C | 50 | 15.08 | 16.00 | 2.82 | 0.399 | |||||||
E | 50 | 13.30 | 13.00 | 2.72 | 0.385 | ||||||||
Correctly_labeled_as_disinfo | C | 50 | 11.80 | 12.00 | 2.40 | 0.339 | |||||||
E | 50 | 11.26 | 12.00 | 2.82 | 0.399 | ||||||||
Correctly_labeled_as_news | C | 50 | 3.28 | 4.00 | 1.39 | 0.196 | |||||||
E | 50 | 2.04 | 2.00 | 1.26 | 0.178 | ||||||||
Within Subjects Effects | |||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Sum of Squares | df | Mean Square | F | p | η²G | ||||||||
percentage of correct | 28005 | 1 | 28005 | 49.52 | < .001 | 0.221 | |||||||
percentage of correct ✻ Group | 5618 | 1 | 5618 | 9.93 | 0.002 | 0.054 | |||||||
Residual | 55419 | 98 | 566 | ||||||||||
Note. Type 3 Sums of Squares | |||||||||||||
[4] |
Between Subjects Effects | |||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Sum of Squares | df | Mean Square | F | p | η²G | ||||||||
Group | 10082 | 1 | 10082 | 22.9 | < .001 | 0.093 | |||||||
Residual | 43230 | 98 | 441 | ||||||||||
Note. Type 3 Sums of Squares | |||||||||||||
Post Hoc Comparisons - percentage of correct | |||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Comparison | |||||||||||||||
percentage of correct | percentage of correct | Mean Difference | SE | df | t | pbonferroni | |||||||||
disinfo | - | news | 23.7 | 3.36 | 98.0 | 7.04 | < .001 | ||||||||
Post Hoc Comparisons - Group | |||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Comparison | |||||||||||||||
Group | Group | Mean Difference | SE | df | t | pbonferroni | |||||||||
C | - | E | 14.2 | 2.97 | 98.0 | 4.78 | < .001 | ||||||||
Post Hoc Comparisons - percentage of correct ✻ Group | |||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Comparison | |||||||||||||||||||
percentage of correct | Group | percentage of correct | Group | Mean Difference | SE | df | t | pbonferroni | |||||||||||
disinfo | C | - | disinfo | E | 3.60 | 3.49 | 98.0 | 1.03 | 1.000 | ||||||||||
- | news | C | 13.07 | 4.76 | 98.0 | 2.75 | 0.043 | ||||||||||||
- | news | E | 37.87 | 4.49 | 98.0 | 8.44 | < .001 | ||||||||||||
E | - | news | C | 9.47 | 4.49 | 98.0 | 2.11 | 0.225 | |||||||||||
- | news | E | 34.27 | 4.76 | 98.0 | 7.20 | < .001 | ||||||||||||
news | C | - | news | E | 24.80 | 5.30 | 98.0 | 4.68 | < .001 | ||||||||||
[5]
Estimated Marginal Means - percentage of correct ✻ Group | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
95% Confidence Interval | |||||||||||
Group | percentage of correct | Mean | SE | Lower | Upper | ||||||
C | disinfo | 78.7 | 2.47 | 73.8 | 83.6 | ||||||
news | 65.6 | 3.75 | 58.2 | 73.0 | |||||||
E | disinfo | 75.1 | 2.47 | 70.2 | 80.0 | ||||||
news | 40.8 | 3.75 | 33.4 | 48.2 | |||||||
[5]
Independent Samples T-Test | |||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Statistic | df | p | Mean difference | SE difference | Effect Size | ||||||||||||
Confidence_average | Welch's t | -1.93 | 96.2 | 0.056 | -1.01 | 0.525 | Cohen's d | -0.386 | |||||||||
Mann-Whitney U | 982 | 0.065 | -1.13 | Rank biserial correlation | 0.215 | ||||||||||||
Note. Hₐ μ female ≠ μ male | |||||||||||||||||
Group Descriptives | |||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Group | N | Mean | Median | SD | SE | ||||||||
Confidence_average | female | 50 | 4.40 | 3.50 | 2.80 | 0.396 | |||||||
male | 50 | 5.42 | 5.77 | 2.44 | 0.345 | ||||||||
[1] The jamovi project (2022). jamovi. (Version 2.3) [Computer Software]. Retrieved from https://www.jamovi.org.
[2] R Core Team (2021). R: A Language and environment for statistical computing. (Version 4.1) [Computer software]. Retrieved from https://cran.r-project.org. (R packages retrieved from MRAN snapshot 2022-01-01).
[3] Kerby, D. S. (2014). The simple difference formula: An approach to teaching nonparametric correlation. Comprehensive Psychology, 3, 2165–2228.
[4] Singmann, H. (2018). afex: Analysis of Factorial Experiments. [R package]. Retrieved from https://cran.r-project.org/package=afex.
[5] Lenth, R. (2020). emmeans: Estimated Marginal Means, aka Least-Squares Means. [R package]. Retrieved from https://cran.r-project.org/package=emmeans.