905 lines
97 KiB
Plaintext
905 lines
97 KiB
Plaintext
Rscript : ΓöÇΓöÇ Attaching core tidyverse packages
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ΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇ
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tidyverse 2.0.0 ΓöÇΓöÇ
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At line:1 char:47
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+ ... OHI\eohi2"; Rscript "mixed anova - DGEN.r" > "results exp2 - mixed an ...
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+ ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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+ CategoryInfo : NotSpecified: (ΓöÇΓöÇ Attachin...se 2.0.0 ΓöÇΓöÇ
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:String) [], RemoteException
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+ FullyQualifiedErrorId : NativeCommandError
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Γ£ö dplyr 1.1.4 Γ£ö readr 2.1.5
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Γ£ö forcats 1.0.0 Γ£ö stringr 1.5.1
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Γ£ö ggplot2 3.5.1 Γ£ö tibble 3.2.1
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Γ£ö lubridate 1.9.3 Γ£ö tidyr 1.3.1
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Γ£ö purrr 1.0.2
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ΓöÇΓöÇ Conflicts ΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓö
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ÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇ
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tidyverse_conflicts() ΓöÇΓöÇ
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Γ£û dplyr::filter() masks stats::filter()
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Γ£û dplyr::lag() masks stats::lag()
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ℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all
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conflicts to become errors
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Loading required package: carData
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Attaching package: 'car'
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The following object is masked from 'package:dplyr':
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recode
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The following object is masked from 'package:purrr':
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some
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Loading required package: lme4
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Loading required package: Matrix
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Attaching package: 'Matrix'
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The following objects are masked from 'package:tidyr':
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expand, pack, unpack
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************
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Welcome to afex. For support visit: http://afex.singmann.science/
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- Functions for ANOVAs: aov_car(), aov_ez(), and aov_4()
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- Methods for calculating p-values with mixed(): 'S', 'KR', 'LRT', and 'PB'
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- 'afex_aov' and 'mixed' objects can be passed to emmeans() for follow-up tests
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- Get and set global package options with: afex_options()
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- Set sum-to-zero contrasts globally: set_sum_contrasts()
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- For example analyses see: browseVignettes("afex")
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************
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Attaching package: 'afex'
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The following object is masked from 'package:lme4':
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lmer
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Welcome to emmeans.
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Caution: You lose important information if you filter this package's results.
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See '? untidy'
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Warning message:
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package 'effsize' was built under R version 4.4.3
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Registered S3 methods overwritten by 'parameters':
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method from
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display.parameters_distribution datawizard
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plot.parameters_distribution datawizard
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print_md.parameters_distribution datawizard
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[1] "Dataset dimensions: 490 x214"
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[1] "Number of participants: 490"
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[1] "All required DGEN variables found!"
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[1] "Variable mapping:"
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variable TIME DOMAIN INTERVAL
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1 DGEN_past_5_Pref Past Preferences 5
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2 DGEN_past_5_Pers Past Personality 5
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3 DGEN_past_5_Val Past Values 5
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4 DGEN_past_10_Pref Past Preferences 10
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5 DGEN_past_10_Pers Past Personality 10
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6 DGEN_past_10_Val Past Values 10
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7 DGEN_fut_5_Pref Future Preferences 5
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8 DGEN_fut_5_Pers Future Personality 5
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9 DGEN_fut_5_Val Future Values 5
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10 DGEN_fut_10_Pref Future Preferences 10
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11 DGEN_fut_10_Pers Future Personality 10
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12 DGEN_fut_10_Val Future Values 10
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[1] "Long data dimensions: 5880 x8"
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[1] "Number of participants: 490"
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[1] "Factor levels:"
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[1] "TIME: Past, Future"
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[1] "DOMAIN: Preferences, Personality, Values"
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[1] "INTERVAL: 5, 10"
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[1] "temporal_DO: 01PAST, 02FUT"
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[1] "interval_DO: 5, 10"
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[1] "Descriptive statistics by TIME, DOMAIN, and INTERVAL:"
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# A tibble: 12 × 12
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TIME DOMAIN INTERVAL n mean variance sd median q1 q3 min
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<fct> <fct> <fct> <int> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
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1 Past Preferen… 5 490 3.62 8.14 2.85 3 1 6 0
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2 Past Preferen… 10 490 4.00 8.41 2.90 4 1 6 0
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3 Past Personal… 5 490 3.84 7.76 2.79 4 1 6 0
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4 Past Personal… 10 490 4.24 8.50 2.92 4.5 2 7 0
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5 Past Values 5 490 3.66 8.16 2.86 3 1 6 0
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6 Past Values 10 490 4.16 8.63 2.94 4 2 6 0
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7 Future Preferen… 5 490 3.56 8.37 2.89 3 1 6 0
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8 Future Preferen… 10 490 3.8 8.06 2.84 3 1 6 0
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9 Future Personal… 5 490 3.74 8.40 2.90 3 1 6 0
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10 Future Personal… 10 490 3.94 8.16 2.86 4 1 6 0
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11 Future Values 5 490 3.63 8.39 2.90 3 1 6 0
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12 Future Values 10 490 3.75 8.21 2.86 3 1 6 0
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# ℹ 1 more variable: max <dbl>
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[1] "Descriptive statistics by between-subjects factors:"
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# A tibble: 48 × 9
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temporal_DO interval_DO TIME DOMAIN INTERVAL n mean variance sd
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<fct> <fct> <fct> <fct> <fct> <int> <dbl> <dbl> <dbl>
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1 01PAST 5 Past Preferenc… 5 118 3.75 8.29 2.88
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2 01PAST 5 Past Preferenc… 10 118 4.18 9.09 3.01
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3 01PAST 5 Past Personali… 5 118 4.04 8.13 2.85
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4 01PAST 5 Past Personali… 10 118 4.25 8.09 2.84
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5 01PAST 5 Past Values 5 118 3.91 8.26 2.87
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6 01PAST 5 Past Values 10 118 4.54 9.04 3.01
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7 01PAST 5 Future Preferenc… 5 118 3.78 8.57 2.93
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8 01PAST 5 Future Preferenc… 10 118 3.83 7.87 2.81
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9 01PAST 5 Future Personali… 5 118 4.13 8.47 2.91
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10 01PAST 5 Future Personali… 10 118 3.95 7.91 2.81
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# ℹ 38 more rows
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[1] "\n=== KEY MEAN DIFFERENCES ==="
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[1] "Past vs Future differences by DOMAIN × INTERVAL:"
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# A tibble: 6 × 6
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DOMAIN INTERVAL n mean_diff sd_diff se_diff
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<fct> <fct> <int> <dbl> <dbl> <dbl>
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1 Preferences 5 490 0.0673 2.00 0.0901
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2 Preferences 10 490 0.202 2.29 0.104
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3 Personality 5 490 0.0980 1.86 0.0838
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4 Personality 10 490 0.296 2.34 0.106
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5 Values 5 490 0.0286 2.16 0.0976
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6 Values 10 490 0.404 2.32 0.105
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[1] "\n5 vs 10 interval differences by TIME × DOMAIN:"
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# A tibble: 6 × 6
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TIME DOMAIN n mean_diff sd_diff se_diff
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<fct> <fct> <int> <dbl> <dbl> <dbl>
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1 Past Preferences 490 -0.380 1.75 0.0791
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2 Past Personality 490 -0.398 1.88 0.0852
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3 Past Values 490 -0.492 1.88 0.0849
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4 Future Preferences 490 -0.245 1.75 0.0789
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5 Future Personality 490 -0.2 1.90 0.0858
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6 Future Values 490 -0.116 1.90 0.0858
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[1] "Data after removing missing values: 5880 x8"
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[1] "Missing values by TIME, DOMAIN, and INTERVAL:"
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# A tibble: 12 × 6
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TIME DOMAIN INTERVAL n_total n_missing pct_missing
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<fct> <fct> <fct> <int> <int> <dbl>
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1 Past Preferences 5 490 0 0
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2 Past Preferences 10 490 0 0
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3 Past Personality 5 490 0 0
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4 Past Personality 10 490 0 0
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5 Past Values 5 490 0 0
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6 Past Values 10 490 0 0
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7 Future Preferences 5 490 0 0
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8 Future Preferences 10 490 0 0
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9 Future Personality 5 490 0 0
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10 Future Personality 10 490 0 0
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11 Future Values 5 490 0 0
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12 Future Values 10 490 0 0
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[1] "Outlier summary (IQR method):"
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# A tibble: 12 × 12
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TIME DOMAIN INTERVAL n mean sd q1 q3 iqr lower_bound
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<fct> <fct> <fct> <int> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
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1 Past Preferences 5 490 3.62 2.85 1 6 5 -6.5
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2 Past Preferences 10 490 4.00 2.90 1 6 5 -6.5
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3 Past Personality 5 490 3.84 2.79 1 6 5 -6.5
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4 Past Personality 10 490 4.24 2.92 2 7 5 -5.5
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5 Past Values 5 490 3.66 2.86 1 6 5 -6.5
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6 Past Values 10 490 4.16 2.94 2 6 4 -4
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7 Future Preferences 5 490 3.56 2.89 1 6 5 -6.5
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8 Future Preferences 10 490 3.8 2.84 1 6 5 -6.5
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9 Future Personality 5 490 3.74 2.90 1 6 5 -6.5
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10 Future Personality 10 490 3.94 2.86 1 6 5 -6.5
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11 Future Values 5 490 3.63 2.90 1 6 5 -6.5
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12 Future Values 10 490 3.75 2.86 1 6 5 -6.5
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# ℹ 2 more variables: upper_bound <dbl>, n_outliers <int>
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[1] "Anderson-Darling normality test results:"
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# A tibble: 12 × 6
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TIME DOMAIN INTERVAL n ad_statistic ad_p_value
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<fct> <fct> <fct> <dbl> <dbl> <dbl>
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1 Past Preferences 5 490 11.3 0
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2 Past Preferences 10 490 9.47 0
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3 Past Personality 5 490 9.90 0
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4 Past Personality 10 490 9.07 0
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5 Past Values 5 490 11.7 0
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6 Past Values 10 490 9.19 0
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7 Future Preferences 5 490 14.7 0
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8 Future Preferences 10 490 10.8 0
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9 Future Personality 5 490 12.4 0
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10 Future Personality 10 490 10.4 0
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11 Future Values 5 490 13.3 0
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12 Future Values 10 490 11.6 0
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[1] "Homogeneity of variance across TIME within each DOMAIN × INTERVAL:"
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# A tibble: 6 × 4
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DOMAIN INTERVAL levene_F levene_p
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<fct> <fct> <dbl> <dbl>
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1 Preferences 5 0.0466 0.829
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2 Preferences 10 0.698 0.404
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3 Personality 5 0.396 0.530
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4 Personality 10 0.752 0.386
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5 Values 5 0.0250 0.874
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6 Values 10 0.728 0.394
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[1] "Homogeneity of variance across DOMAIN within each TIME × INTERVAL:"
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# A tibble: 4 × 4
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TIME INTERVAL levene_F levene_p
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<fct> <fct> <dbl> <dbl>
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1 Past 5 0.0565 0.945
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2 Past 10 0.0964 0.908
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3 Future 5 0.0688 0.933
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4 Future 10 0.0919 0.912
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[1] "Homogeneity of variance across INTERVAL within each TIME × DOMAIN:"
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# A tibble: 6 × 4
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TIME DOMAIN levene_F levene_p
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<fct> <fct> <dbl> <dbl>
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1 Past Preferences 0.689 0.407
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2 Past Personality 1.80 0.180
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3 Past Values 0.721 0.396
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4 Future Preferences 0.0536 0.817
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5 Future Personality 0.0424 0.837
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6 Future Values 0.0305 0.861
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[1] "\n=== HARTLEY'S F-MAX TEST RESULTS ==="
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[1] "F-max test across temporal_DO within each TIME × DOMAIN × INTERVAL combination:"
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# A tibble: 12 × 6
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TIME DOMAIN INTERVAL observed_ratio critical_95 significant
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<fct> <fct> <fct> <dbl> <dbl> <lgl>
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1 Past Preferences 5 1.01 1.20 FALSE
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2 Past Preferences 10 1.01 1.19 FALSE
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3 Past Personality 5 1.04 1.22 FALSE
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4 Past Personality 10 1.14 1.32 FALSE
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5 Past Values 5 1.03 1.22 FALSE
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6 Past Values 10 1.07 1.23 FALSE
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7 Future Preferences 5 1.01 1.20 FALSE
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8 Future Preferences 10 1.05 1.24 FALSE
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9 Future Personality 5 1.04 1.21 FALSE
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10 Future Personality 10 1.02 1.22 FALSE
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11 Future Values 5 1.11 1.28 FALSE
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12 Future Values 10 1.03 1.21 FALSE
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[1] "F-max test across interval_DO within each TIME × DOMAIN × INTERVAL combination:"
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# A tibble: 12 × 6
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TIME DOMAIN INTERVAL observed_ratio critical_95 significant
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<fct> <fct> <fct> <dbl> <dbl> <lgl>
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1 Past Preferences 5 1.01 1.21 FALSE
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2 Past Preferences 10 1.06 1.23 FALSE
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3 Past Personality 5 1.02 1.19 FALSE
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4 Past Personality 10 1.06 1.22 FALSE
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5 Past Values 5 1.04 1.22 FALSE
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6 Past Values 10 1.01 1.19 FALSE
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7 Future Preferences 5 1.03 1.22 FALSE
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8 Future Preferences 10 1.13 1.32 FALSE
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9 Future Personality 5 1.11 1.30 FALSE
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10 Future Personality 10 1.09 1.28 FALSE
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11 Future Values 5 1.01 1.20 FALSE
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12 Future Values 10 1.19 1.39 FALSE
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[1] "Data size for ANOVA: 5880 rows"
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[1] "Number of participants: 490"
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[1] "Design factors: TIME (2), DOMAIN (3), INTERVAL (2), temporal_DO (2), interval_DO (2)"
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[1] "Complete cases: 5880 out of 5880"
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[1] "Design is balanced: each participant has data for all TIME × DOMAIN × INTERVAL combinations"
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[1] "\n=== MIXED ANOVA RESULTS (with sphericity corrections) ==="
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Warning: Data is unbalanced (unequal N per group). Make sure you specified a
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well-considered value for the type argument to ezANOVA().
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[1] "ANOVA Results:"
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Effect DFn DFd SSn
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1 (Intercept) 1 486 85074.892052779
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2 temporal_DO 1 486 68.550854521
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3 interval_DO 1 486 55.877545131
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4 TIME 1 486 48.855359167
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5 DOMAIN 2 972 38.114643660
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6 INTERVAL 1 486 147.529333154
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7 temporal_DO:interval_DO 1 486 0.959172423
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8 temporal_DO:TIME 1 486 5.118355089
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9 interval_DO:TIME 1 486 1.660749212
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10 temporal_DO:DOMAIN 2 972 8.285508007
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11 interval_DO:DOMAIN 2 972 3.337957944
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12 temporal_DO:INTERVAL 1 486 0.005375500
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13 interval_DO:INTERVAL 1 486 38.590956399
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14 TIME:DOMAIN 2 972 2.195732600
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15 TIME:INTERVAL 1 486 17.016497936
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16 DOMAIN:INTERVAL 2 972 0.009677065
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17 temporal_DO:interval_DO:TIME 1 486 0.638372378
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18 temporal_DO:interval_DO:DOMAIN 2 972 5.683335235
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19 temporal_DO:interval_DO:INTERVAL 1 486 3.252407717
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20 temporal_DO:TIME:DOMAIN 2 972 1.174512355
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21 interval_DO:TIME:DOMAIN 2 972 5.655014874
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22 temporal_DO:TIME:INTERVAL 1 486 7.410890860
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23 interval_DO:TIME:INTERVAL 1 486 14.100014130
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24 temporal_DO:DOMAIN:INTERVAL 2 972 5.836045755
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25 interval_DO:DOMAIN:INTERVAL 2 972 5.136219718
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26 TIME:DOMAIN:INTERVAL 2 972 3.372000297
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27 temporal_DO:interval_DO:TIME:DOMAIN 2 972 1.276596423
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28 temporal_DO:interval_DO:TIME:INTERVAL 1 486 4.601998563
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29 temporal_DO:interval_DO:DOMAIN:INTERVAL 2 972 1.577967272
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30 temporal_DO:TIME:DOMAIN:INTERVAL 2 972 3.549571605
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31 interval_DO:TIME:DOMAIN:INTERVAL 2 972 2.499468844
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32 temporal_DO:interval_DO:TIME:DOMAIN:INTERVAL 2 972 0.007471178
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SSd F
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1 36635.023 1128.603016481
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2 36635.023 0.909395232
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3 36635.023 0.741271184
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4 2940.266 8.075360068
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5 2286.029 8.103009927
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6 1263.935 56.727023930
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7 36635.023 0.012724376
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8 2940.266 0.846018963
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9 2940.266 0.274507200
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10 2286.029 1.761463500
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11 2286.029 0.709635556
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12 1263.935 0.002066952
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13 1263.935 14.838744678
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14 1500.674 0.711097688
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15 1206.670 6.853585026
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16 1231.025 0.003820438
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17 2940.266 0.105517325
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18 2286.029 1.208252719
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19 1263.935 1.250594756
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20 1500.674 0.380371007
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21 1500.674 1.831401512
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22 1206.670 2.984819251
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23 1206.670 5.678938526
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24 1231.025 2.304030610
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25 1231.025 2.027744117
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26 1205.706 1.359196658
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27 1500.674 0.413431383
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28 1206.670 1.853506436
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29 1231.025 0.622970595
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30 1205.706 1.430772669
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31 1205.706 1.007493891
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32 1205.706 0.003011506
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p
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1 0.000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000008480321
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2 0.340748985611028287756596455437829717993736267089843750000000000000000000000000000000000000000000000000000000000000000000000000000000000
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3 0.389678531642522085753910232597263529896736145019531250000000000000000000000000000000000000000000000000000000000000000000000000000000000
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4 0.004675720424478625389386188260232302127406001091003417968750000000000000000000000000000000000000000000000000000000000000000000000000000
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5 0.000323535625960974472167808180245174298761412501335144042968750000000000000000000000000000000000000000000000000000000000000000000000000
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6 0.000000000000245922963490499275787497246437141029673512093722820281982421875000000000000000000000000000000000000000000000000000000000000
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8 0.358137297196486126260595028725219890475273132324218750000000000000000000000000000000000000000000000000000000000000000000000000000000000
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22 0.084683943452755136571674654533126158639788627624511718750000000000000000000000000000000000000000000000000000000000000000000000000000000
|
|
23 0.017553051046090638320773535951957455836236476898193359375000000000000000000000000000000000000000000000000000000000000000000000000000000
|
|
24 0.100400676734204524764848542872641701251268386840820312500000000000000000000000000000000000000000000000000000000000000000000000000000000
|
|
25 0.132188591117414738773661042614548932760953903198242187500000000000000000000000000000000000000000000000000000000000000000000000000000000
|
|
26 0.257354810306873460490351135376840829849243164062500000000000000000000000000000000000000000000000000000000000000000000000000000000000000
|
|
27 0.661493161446819799564877939701545983552932739257812500000000000000000000000000000000000000000000000000000000000000000000000000000000000
|
|
28 0.174006953495851518498582777283445466309785842895507812500000000000000000000000000000000000000000000000000000000000000000000000000000000
|
|
29 0.536562802682404305087970897147897630929946899414062500000000000000000000000000000000000000000000000000000000000000000000000000000000000
|
|
30 0.239627244043747633650554007544997148215770721435546875000000000000000000000000000000000000000000000000000000000000000000000000000000000
|
|
31 0.365513871440366455711767912362120114266872406005859375000000000000000000000000000000000000000000000000000000000000000000000000000000000
|
|
32 0.996993033195139766178272111574187874794006347656250000000000000000000000000000000000000000000000000000000000000000000000000000000000000
|
|
p<.05 ges
|
|
1 * 0.6380095949927
|
|
2 0.0014181601603
|
|
3 0.0011562815739
|
|
4 * 0.0010111174597
|
|
5 * 0.0007890014726
|
|
6 * 0.0030470654276
|
|
7 0.0000198708662
|
|
8 0.0001060261782
|
|
9 0.0000344047065
|
|
10 0.0001716221525
|
|
11 0.0000691479920
|
|
12 0.0000001113647
|
|
13 * 0.0007988536239
|
|
14 0.0000454871198
|
|
15 * 0.0003524080771
|
|
16 0.0000002004806
|
|
17 0.0000132250428
|
|
18 0.0001177283037
|
|
19 0.0000673758822
|
|
20 0.0000243318856
|
|
21 0.0001171417260
|
|
22 0.0001535085214
|
|
23 * 0.0002920259519
|
|
24 0.0001208912663
|
|
25 0.0001063962027
|
|
26 0.0000698531524
|
|
27 0.0000264466630
|
|
28 0.0000953309277
|
|
29 0.0000326898207
|
|
30 0.0000735313857
|
|
31 0.0000517790388
|
|
32 0.0000001547810
|
|
[1] "\nMauchly's Test of Sphericity:"
|
|
Effect W p p<.05
|
|
9 DOMAIN 0.9982744 0.657827768
|
|
10 temporal_DO:DOMAIN 0.9982744 0.657827768
|
|
11 interval_DO:DOMAIN 0.9982744 0.657827768
|
|
12 temporal_DO:interval_DO:DOMAIN 0.9982744 0.657827768
|
|
17 TIME:DOMAIN 0.9854142 0.028350994 *
|
|
18 temporal_DO:TIME:DOMAIN 0.9854142 0.028350994 *
|
|
19 interval_DO:TIME:DOMAIN 0.9854142 0.028350994 *
|
|
20 temporal_DO:interval_DO:TIME:DOMAIN 0.9854142 0.028350994 *
|
|
25 DOMAIN:INTERVAL 0.9990250 0.789352699
|
|
26 temporal_DO:DOMAIN:INTERVAL 0.9990250 0.789352699
|
|
27 interval_DO:DOMAIN:INTERVAL 0.9990250 0.789352699
|
|
28 temporal_DO:interval_DO:DOMAIN:INTERVAL 0.9990250 0.789352699
|
|
29 TIME:DOMAIN:INTERVAL 0.9792646 0.006212469 *
|
|
30 temporal_DO:TIME:DOMAIN:INTERVAL 0.9792646 0.006212469 *
|
|
31 interval_DO:TIME:DOMAIN:INTERVAL 0.9792646 0.006212469 *
|
|
32 temporal_DO:interval_DO:TIME:DOMAIN:INTERVAL 0.9792646 0.006212469 *
|
|
[1] "\nGreenhouse-Geisser and Huynh-Feldt Corrections:"
|
|
Effect GGe p[GG] p[GG]<.05
|
|
9 DOMAIN 0.9982774 0.000326487 *
|
|
10 temporal_DO:DOMAIN 0.9982774 0.172406506
|
|
11 interval_DO:DOMAIN 0.9982774 0.491848797
|
|
12 temporal_DO:interval_DO:DOMAIN 0.9982774 0.299125162
|
|
17 TIME:DOMAIN 0.9856239 0.489440386
|
|
18 temporal_DO:TIME:DOMAIN 0.9856239 0.680667495
|
|
19 interval_DO:TIME:DOMAIN 0.9856239 0.161346517
|
|
20 temporal_DO:interval_DO:TIME:DOMAIN 0.9856239 0.658534371
|
|
25 DOMAIN:INTERVAL 0.9990260 0.996168279
|
|
26 temporal_DO:DOMAIN:INTERVAL 0.9990260 0.100456145
|
|
27 interval_DO:DOMAIN:INTERVAL 0.9990260 0.132238221
|
|
28 temporal_DO:interval_DO:DOMAIN:INTERVAL 0.9990260 0.536411388
|
|
29 TIME:DOMAIN:INTERVAL 0.9796858 0.257312505
|
|
30 temporal_DO:TIME:DOMAIN:INTERVAL 0.9796858 0.239771905
|
|
31 interval_DO:TIME:DOMAIN:INTERVAL 0.9796858 0.364233492
|
|
32 temporal_DO:interval_DO:TIME:DOMAIN:INTERVAL 0.9796858 0.996655774
|
|
HFe p[HF] p[HF]<.05
|
|
9 1.0023918 0.0003235356 *
|
|
10 1.0023918 0.1723411978
|
|
11 1.0023918 0.4920780333
|
|
12 1.0023918 0.2991670174
|
|
17 0.9896083 0.4899752026
|
|
18 0.9896083 0.6815152516
|
|
19 0.9896083 0.1611790099
|
|
20 0.9896083 0.6593588094
|
|
25 1.0031482 0.9961868652
|
|
26 1.0031482 0.1004006767
|
|
27 1.0031482 0.1321885911
|
|
28 1.0031482 0.5365628027
|
|
29 0.9836096 0.2573224613
|
|
30 0.9836096 0.2397455282
|
|
31 0.9836096 0.3644837593
|
|
32 0.9836096 0.9967237782
|
|
[1] "\n=== CORRECTED DEGREES OF FREEDOM ==="
|
|
Effect Original_DFn Original_DFd
|
|
1 DOMAIN 2 972
|
|
2 temporal_DO:DOMAIN 2 972
|
|
3 interval_DO:DOMAIN 2 972
|
|
4 temporal_DO:interval_DO:DOMAIN 2 972
|
|
5 TIME:DOMAIN 2 972
|
|
6 temporal_DO:TIME:DOMAIN 2 972
|
|
7 interval_DO:TIME:DOMAIN 2 972
|
|
8 temporal_DO:interval_DO:TIME:DOMAIN 2 972
|
|
9 DOMAIN:INTERVAL 2 972
|
|
10 temporal_DO:DOMAIN:INTERVAL 2 972
|
|
11 interval_DO:DOMAIN:INTERVAL 2 972
|
|
12 temporal_DO:interval_DO:DOMAIN:INTERVAL 2 972
|
|
13 TIME:DOMAIN:INTERVAL 2 972
|
|
14 temporal_DO:TIME:DOMAIN:INTERVAL 2 972
|
|
15 interval_DO:TIME:DOMAIN:INTERVAL 2 972
|
|
16 temporal_DO:interval_DO:TIME:DOMAIN:INTERVAL 2 972
|
|
GG_DFn GG_DFd HF_DFn HF_DFd GG_epsilon HF_epsilon
|
|
1 1.996555 970.3256 2.004784 974.3249 0.9982774 1.0023918
|
|
2 1.996555 970.3256 2.004784 974.3249 0.9982774 1.0023918
|
|
3 1.996555 970.3256 2.004784 974.3249 0.9982774 1.0023918
|
|
4 1.996555 970.3256 2.004784 974.3249 0.9982774 1.0023918
|
|
5 1.971248 958.0265 1.979217 961.8992 0.9856239 0.9896083
|
|
6 1.971248 958.0265 1.979217 961.8992 0.9856239 0.9896083
|
|
7 1.971248 958.0265 1.979217 961.8992 0.9856239 0.9896083
|
|
8 1.971248 958.0265 1.979217 961.8992 0.9856239 0.9896083
|
|
9 1.998052 971.0533 2.006296 975.0600 0.9990260 1.0031482
|
|
10 1.998052 971.0533 2.006296 975.0600 0.9990260 1.0031482
|
|
11 1.998052 971.0533 2.006296 975.0600 0.9990260 1.0031482
|
|
12 1.998052 971.0533 2.006296 975.0600 0.9990260 1.0031482
|
|
13 1.959372 952.2546 1.967219 956.0685 0.9796858 0.9836096
|
|
14 1.959372 952.2546 1.967219 956.0685 0.9796858 0.9836096
|
|
15 1.959372 952.2546 1.967219 956.0685 0.9796858 0.9836096
|
|
16 1.959372 952.2546 1.967219 956.0685 0.9796858 0.9836096
|
|
[1] "=== CORRECTED F-TESTS ==="
|
|
Effect Original_F Original_DFn
|
|
1 DOMAIN 8.103009927 2
|
|
2 temporal_DO:DOMAIN 1.761463500 2
|
|
3 interval_DO:DOMAIN 0.709635556 2
|
|
4 temporal_DO:interval_DO:DOMAIN 1.208252719 2
|
|
5 TIME:DOMAIN 0.711097688 2
|
|
6 temporal_DO:TIME:DOMAIN 0.380371007 2
|
|
7 interval_DO:TIME:DOMAIN 1.831401512 2
|
|
8 temporal_DO:interval_DO:TIME:DOMAIN 0.413431383 2
|
|
9 DOMAIN:INTERVAL 0.003820438 2
|
|
10 temporal_DO:DOMAIN:INTERVAL 2.304030610 2
|
|
11 interval_DO:DOMAIN:INTERVAL 2.027744117 2
|
|
12 temporal_DO:interval_DO:DOMAIN:INTERVAL 0.622970595 2
|
|
13 TIME:DOMAIN:INTERVAL 1.359196658 2
|
|
14 temporal_DO:TIME:DOMAIN:INTERVAL 1.430772669 2
|
|
15 interval_DO:TIME:DOMAIN:INTERVAL 1.007493891 2
|
|
16 temporal_DO:interval_DO:TIME:DOMAIN:INTERVAL 0.003011506 2
|
|
Original_DFd GG_DFn GG_DFd HF_DFn HF_DFd GG_p HF_p
|
|
1 972 1.996555 970.3256 2.004784 974.3249 0.000326487 0.0003235356
|
|
2 972 1.996555 970.3256 2.004784 974.3249 0.172406506 0.1723411978
|
|
3 972 1.996555 970.3256 2.004784 974.3249 0.491848797 0.4920780333
|
|
4 972 1.996555 970.3256 2.004784 974.3249 0.299125162 0.2991670174
|
|
5 972 1.971248 958.0265 1.979217 961.8992 0.489440386 0.4899752026
|
|
6 972 1.971248 958.0265 1.979217 961.8992 0.680667495 0.6815152516
|
|
7 972 1.971248 958.0265 1.979217 961.8992 0.161346517 0.1611790099
|
|
8 972 1.971248 958.0265 1.979217 961.8992 0.658534371 0.6593588094
|
|
9 972 1.998052 971.0533 2.006296 975.0600 0.996168279 0.9961868652
|
|
10 972 1.998052 971.0533 2.006296 975.0600 0.100456145 0.1004006767
|
|
11 972 1.998052 971.0533 2.006296 975.0600 0.132238221 0.1321885911
|
|
12 972 1.998052 971.0533 2.006296 975.0600 0.536411388 0.5365628027
|
|
13 972 1.959372 952.2546 1.967219 956.0685 0.257312505 0.2573224613
|
|
14 972 1.959372 952.2546 1.967219 956.0685 0.239771905 0.2397455282
|
|
15 972 1.959372 952.2546 1.967219 956.0685 0.364233492 0.3644837593
|
|
16 972 1.959372 952.2546 1.967219 956.0685 0.996655774 0.9967237782
|
|
[1] "\n=== EFFECT SIZES (GENERALIZED ETA SQUARED) ==="
|
|
[1] "Generalized Eta Squared:"
|
|
Effect ges
|
|
1 (Intercept) 0.63801
|
|
2 temporal_DO 0.00142
|
|
3 interval_DO 0.00116
|
|
5 TIME 0.00101
|
|
9 DOMAIN 0.00079
|
|
13 INTERVAL 0.00305
|
|
4 temporal_DO:interval_DO 0.00002
|
|
6 temporal_DO:TIME 0.00011
|
|
7 interval_DO:TIME 0.00003
|
|
10 temporal_DO:DOMAIN 0.00017
|
|
11 interval_DO:DOMAIN 0.00007
|
|
14 temporal_DO:INTERVAL 0.00000
|
|
15 interval_DO:INTERVAL 0.00080
|
|
17 TIME:DOMAIN 0.00005
|
|
21 TIME:INTERVAL 0.00035
|
|
25 DOMAIN:INTERVAL 0.00000
|
|
8 temporal_DO:interval_DO:TIME 0.00001
|
|
12 temporal_DO:interval_DO:DOMAIN 0.00012
|
|
16 temporal_DO:interval_DO:INTERVAL 0.00007
|
|
18 temporal_DO:TIME:DOMAIN 0.00002
|
|
19 interval_DO:TIME:DOMAIN 0.00012
|
|
22 temporal_DO:TIME:INTERVAL 0.00015
|
|
23 interval_DO:TIME:INTERVAL 0.00029
|
|
26 temporal_DO:DOMAIN:INTERVAL 0.00012
|
|
27 interval_DO:DOMAIN:INTERVAL 0.00011
|
|
29 TIME:DOMAIN:INTERVAL 0.00007
|
|
20 temporal_DO:interval_DO:TIME:DOMAIN 0.00003
|
|
24 temporal_DO:interval_DO:TIME:INTERVAL 0.00010
|
|
28 temporal_DO:interval_DO:DOMAIN:INTERVAL 0.00003
|
|
30 temporal_DO:TIME:DOMAIN:INTERVAL 0.00007
|
|
31 interval_DO:TIME:DOMAIN:INTERVAL 0.00005
|
|
32 temporal_DO:interval_DO:TIME:DOMAIN:INTERVAL 0.00000
|
|
[1] "\n=== POST-HOC COMPARISONS ==="
|
|
[1] "Main Effect of TIME:"
|
|
NOTE: Results may be misleading due to involvement in interactions
|
|
[1] "Estimated Marginal Means:"
|
|
TIME emmean SE df lower.CL upper.CL
|
|
Past 3.92 0.118 564 3.69 4.15
|
|
Future 3.74 0.118 564 3.51 3.97
|
|
|
|
Results are averaged over the levels of: temporal_DO, interval_DO, DOMAIN, INTERVAL
|
|
Warning: EMMs are biased unless design is perfectly balanced
|
|
Confidence level used: 0.95
|
|
[1] "\nPairwise Contrasts:"
|
|
contrast estimate SE df t.ratio p.value
|
|
Past - Future 0.183 0.0645 486 2.842 0.0047
|
|
|
|
Results are averaged over the levels of: temporal_DO, interval_DO, DOMAIN, INTERVAL
|
|
[1] "\nMain Effect of DOMAIN:"
|
|
NOTE: Results may be misleading due to involvement in interactions
|
|
[1] "Estimated Marginal Means:"
|
|
DOMAIN emmean SE df lower.CL upper.CL
|
|
Preferences 3.74 0.117 548 3.52 3.97
|
|
Personality 3.94 0.117 548 3.71 4.17
|
|
Values 3.81 0.117 548 3.58 4.04
|
|
|
|
Results are averaged over the levels of: temporal_DO, interval_DO, TIME, INTERVAL
|
|
Warning: EMMs are biased unless design is perfectly balanced
|
|
Confidence level used: 0.95
|
|
[1] "\nPairwise Contrasts:"
|
|
contrast estimate SE df t.ratio p.value
|
|
Preferences - Personality -0.1939 0.0492 972 -3.937 0.0003
|
|
Preferences - Values -0.0611 0.0492 972 -1.241 0.6450
|
|
Personality - Values 0.1328 0.0492 972 2.696 0.0214
|
|
|
|
Results are averaged over the levels of: temporal_DO, interval_DO, TIME, INTERVAL
|
|
P value adjustment: bonferroni method for 3 tests
|
|
[1] "\nMain Effect of INTERVAL:"
|
|
NOTE: Results may be misleading due to involvement in interactions
|
|
[1] "Estimated Marginal Means:"
|
|
INTERVAL emmean SE df lower.CL upper.CL
|
|
5 3.67 0.115 520 3.44 3.90
|
|
10 3.99 0.115 520 3.76 4.22
|
|
|
|
Results are averaged over the levels of: temporal_DO, interval_DO, TIME, DOMAIN
|
|
Warning: EMMs are biased unless design is perfectly balanced
|
|
Confidence level used: 0.95
|
|
[1] "\nPairwise Contrasts:"
|
|
contrast estimate SE df t.ratio p.value
|
|
INTERVAL5 - INTERVAL10 -0.318 0.0423 486 -7.532 <.0001
|
|
|
|
Results are averaged over the levels of: temporal_DO, interval_DO, TIME, DOMAIN
|
|
[1] "\nMain Effect of temporal_DO:"
|
|
NOTE: Results may be misleading due to involvement in interactions
|
|
contrast estimate SE df t.ratio p.value
|
|
01PAST - 02FUT 0.217 0.228 486 0.954 0.3407
|
|
|
|
Results are averaged over the levels of: interval_DO, TIME, DOMAIN, INTERVAL
|
|
[1] "\nMain Effect of interval_DO:"
|
|
NOTE: Results may be misleading due to involvement in interactions
|
|
contrast estimate SE df t.ratio p.value
|
|
interval_DO5 - interval_DO10 0.196 0.228 486 0.861 0.3897
|
|
|
|
Results are averaged over the levels of: temporal_DO, TIME, DOMAIN, INTERVAL
|
|
[1] "\n=== TIME × DOMAIN INTERACTION ==="
|
|
NOTE: Results may be misleading due to involvement in interactions
|
|
[1] "Estimated Marginal Means:"
|
|
TIME DOMAIN emmean SE df lower.CL upper.CL
|
|
Past Preferences 3.81 0.123 677 3.57 4.05
|
|
Future Preferences 3.68 0.123 677 3.44 3.92
|
|
Past Personality 4.04 0.123 677 3.80 4.28
|
|
Future Personality 3.84 0.123 677 3.59 4.08
|
|
Past Values 3.91 0.123 677 3.67 4.16
|
|
Future Values 3.70 0.123 677 3.46 3.94
|
|
|
|
Results are averaged over the levels of: temporal_DO, interval_DO, INTERVAL
|
|
Warning: EMMs are biased unless design is perfectly balanced
|
|
Confidence level used: 0.95
|
|
[1] "\nSimple Effects of DOMAIN within each TIME:"
|
|
TIME = Past:
|
|
contrast estimate SE df t.ratio p.value
|
|
Preferences - Personality -0.2318 0.0634 1864 -3.657 0.0008
|
|
Preferences - Values -0.1050 0.0634 1864 -1.656 0.2936
|
|
Personality - Values 0.1268 0.0634 1864 2.001 0.1367
|
|
|
|
TIME = Future:
|
|
contrast estimate SE df t.ratio p.value
|
|
Preferences - Personality -0.1560 0.0634 1864 -2.461 0.0418
|
|
Preferences - Values -0.0172 0.0634 1864 -0.272 1.0000
|
|
Personality - Values 0.1388 0.0634 1864 2.189 0.0861
|
|
|
|
Results are averaged over the levels of: temporal_DO, interval_DO, INTERVAL
|
|
P value adjustment: bonferroni method for 3 tests
|
|
[1] "\nSimple Effects of TIME within each DOMAIN:"
|
|
DOMAIN = Preferences:
|
|
contrast estimate SE df t.ratio p.value
|
|
Past - Future 0.129 0.0793 981 1.624 0.1046
|
|
|
|
DOMAIN = Personality:
|
|
contrast estimate SE df t.ratio p.value
|
|
Past - Future 0.205 0.0793 981 2.581 0.0100
|
|
|
|
DOMAIN = Values:
|
|
contrast estimate SE df t.ratio p.value
|
|
Past - Future 0.217 0.0793 981 2.731 0.0064
|
|
|
|
Results are averaged over the levels of: temporal_DO, interval_DO, INTERVAL
|
|
[1] "\n=== TIME × INTERVAL INTERACTION ==="
|
|
NOTE: Results may be misleading due to involvement in interactions
|
|
[1] "Estimated Marginal Means:"
|
|
TIME INTERVAL emmean SE df lower.CL upper.CL
|
|
Past 5 3.71 0.121 636 3.47 3.95
|
|
Future 5 3.63 0.121 636 3.39 3.87
|
|
Past 10 4.13 0.121 636 3.90 4.37
|
|
Future 10 3.84 0.121 636 3.60 4.08
|
|
|
|
Results are averaged over the levels of: temporal_DO, interval_DO, DOMAIN
|
|
Warning: EMMs are biased unless design is perfectly balanced
|
|
Confidence level used: 0.95
|
|
[1] "\nSimple Effects of INTERVAL within each TIME:"
|
|
TIME = Past:
|
|
contrast estimate SE df t.ratio p.value
|
|
INTERVAL5 - INTERVAL10 -0.427 0.0591 971 -7.217 <.0001
|
|
|
|
TIME = Future:
|
|
contrast estimate SE df t.ratio p.value
|
|
INTERVAL5 - INTERVAL10 -0.210 0.0591 971 -3.558 0.0004
|
|
|
|
Results are averaged over the levels of: temporal_DO, interval_DO, DOMAIN
|
|
[1] "\nSimple Effects of TIME within each INTERVAL:"
|
|
INTERVAL = 5:
|
|
contrast estimate SE df t.ratio p.value
|
|
Past - Future 0.0751 0.0766 827 0.981 0.3271
|
|
|
|
INTERVAL = 10:
|
|
contrast estimate SE df t.ratio p.value
|
|
Past - Future 0.2914 0.0766 827 3.805 0.0002
|
|
|
|
Results are averaged over the levels of: temporal_DO, interval_DO, DOMAIN
|
|
[1] "\n=== DOMAIN × INTERVAL INTERACTION ==="
|
|
NOTE: Results may be misleading due to involvement in interactions
|
|
[1] "Estimated Marginal Means:"
|
|
DOMAIN INTERVAL emmean SE df lower.CL upper.CL
|
|
Preferences 5 3.58 0.12 620 3.35 3.82
|
|
Personality 5 3.78 0.12 620 3.54 4.02
|
|
Values 5 3.65 0.12 620 3.41 3.88
|
|
Preferences 10 3.90 0.12 620 3.67 4.14
|
|
Personality 10 4.10 0.12 620 3.86 4.33
|
|
Values 10 3.97 0.12 620 3.73 4.20
|
|
|
|
Results are averaged over the levels of: temporal_DO, interval_DO, TIME
|
|
Warning: EMMs are biased unless design is perfectly balanced
|
|
Confidence level used: 0.95
|
|
[1] "\nSimple Effects of INTERVAL within each DOMAIN:"
|
|
DOMAIN = Preferences:
|
|
contrast estimate SE df t.ratio p.value
|
|
INTERVAL5 - INTERVAL10 -0.320 0.0594 1284 -5.393 <.0001
|
|
|
|
DOMAIN = Personality:
|
|
contrast estimate SE df t.ratio p.value
|
|
INTERVAL5 - INTERVAL10 -0.315 0.0594 1284 -5.299 <.0001
|
|
|
|
DOMAIN = Values:
|
|
contrast estimate SE df t.ratio p.value
|
|
INTERVAL5 - INTERVAL10 -0.320 0.0594 1284 -5.390 <.0001
|
|
|
|
Results are averaged over the levels of: temporal_DO, interval_DO, TIME
|
|
[1] "\nSimple Effects of DOMAIN within each INTERVAL:"
|
|
INTERVAL = 5:
|
|
contrast estimate SE df t.ratio p.value
|
|
Preferences - Personality -0.1967 0.0611 1784 -3.219 0.0039
|
|
Preferences - Values -0.0612 0.0611 1784 -1.002 0.9501
|
|
Personality - Values 0.1355 0.0611 1784 2.218 0.0801
|
|
|
|
INTERVAL = 10:
|
|
contrast estimate SE df t.ratio p.value
|
|
Preferences - Personality -0.1911 0.0611 1784 -3.129 0.0054
|
|
Preferences - Values -0.0610 0.0611 1784 -0.999 0.9537
|
|
Personality - Values 0.1301 0.0611 1784 2.130 0.1000
|
|
|
|
Results are averaged over the levels of: temporal_DO, interval_DO, TIME
|
|
P value adjustment: bonferroni method for 3 tests
|
|
[1] "\n=== temporal_DO × interval_DO INTERACTION ==="
|
|
NOTE: Results may be misleading due to involvement in interactions
|
|
[1] "Estimated Marginal Means:"
|
|
temporal_DO interval_DO emmean SE df lower.CL upper.CL
|
|
01PAST 5 4.02 0.229 486 3.57 4.47
|
|
02FUT 5 3.83 0.219 486 3.40 4.26
|
|
01PAST 10 3.85 0.226 486 3.41 4.30
|
|
02FUT 10 3.61 0.235 486 3.15 4.07
|
|
|
|
Results are averaged over the levels of: TIME, DOMAIN, INTERVAL
|
|
Warning: EMMs are biased unless design is perfectly balanced
|
|
Confidence level used: 0.95
|
|
[1] "\nSimple Effects of interval_DO within each temporal_DO:"
|
|
temporal_DO = 01PAST:
|
|
contrast estimate SE df t.ratio p.value
|
|
interval_DO5 - interval_DO10 0.170 0.322 486 0.529 0.5967
|
|
|
|
temporal_DO = 02FUT:
|
|
contrast estimate SE df t.ratio p.value
|
|
interval_DO5 - interval_DO10 0.222 0.322 486 0.688 0.4918
|
|
|
|
Results are averaged over the levels of: TIME, DOMAIN, INTERVAL
|
|
[1] "\nSimple Effects of temporal_DO within each interval_DO:"
|
|
interval_DO = 5:
|
|
contrast estimate SE df t.ratio p.value
|
|
01PAST - 02FUT 0.191 0.313 486 0.612 0.5407
|
|
|
|
interval_DO = 10:
|
|
contrast estimate SE df t.ratio p.value
|
|
01PAST - 02FUT 0.243 0.331 486 0.734 0.4635
|
|
|
|
Results are averaged over the levels of: TIME, DOMAIN, INTERVAL
|
|
[1] "\n=== TIME × DOMAIN × INTERVAL INTERACTION ==="
|
|
NOTE: Results may be misleading due to involvement in interactions
|
|
[1] "Estimated Marginal Means:"
|
|
TIME DOMAIN INTERVAL emmean SE df lower.CL upper.CL
|
|
Past Preferences 5 3.62 0.13 837 3.36 3.87
|
|
Future Preferences 5 3.55 0.13 837 3.30 3.81
|
|
Past Personality 5 3.84 0.13 837 3.58 4.09
|
|
Future Personality 5 3.72 0.13 837 3.47 3.98
|
|
Past Values 5 3.67 0.13 837 3.41 3.92
|
|
Future Values 5 3.62 0.13 837 3.37 3.88
|
|
Past Preferences 10 4.00 0.13 837 3.74 4.26
|
|
Future Preferences 10 3.81 0.13 837 3.55 4.07
|
|
Past Personality 10 4.24 0.13 837 3.99 4.50
|
|
Future Personality 10 3.95 0.13 837 3.69 4.20
|
|
Past Values 10 4.16 0.13 837 3.91 4.42
|
|
Future Values 10 3.77 0.13 837 3.52 4.03
|
|
|
|
Results are averaged over the levels of: temporal_DO, interval_DO
|
|
Warning: EMMs are biased unless design is perfectly balanced
|
|
Confidence level used: 0.95
|
|
[1] "\nSimple Effects of TIME within each DOMAIN × INTERVAL combination:"
|
|
DOMAIN = Preferences, INTERVAL = 5:
|
|
contrast estimate SE df t.ratio p.value
|
|
Past - Future 0.0676 0.0985 1910 0.687 0.4923
|
|
|
|
DOMAIN = Personality, INTERVAL = 5:
|
|
contrast estimate SE df t.ratio p.value
|
|
Past - Future 0.1155 0.0985 1910 1.173 0.2408
|
|
|
|
DOMAIN = Values, INTERVAL = 5:
|
|
contrast estimate SE df t.ratio p.value
|
|
Past - Future 0.0422 0.0985 1910 0.428 0.6684
|
|
|
|
DOMAIN = Preferences, INTERVAL = 10:
|
|
contrast estimate SE df t.ratio p.value
|
|
Past - Future 0.1899 0.0985 1910 1.929 0.0539
|
|
|
|
DOMAIN = Personality, INTERVAL = 10:
|
|
contrast estimate SE df t.ratio p.value
|
|
Past - Future 0.2936 0.0985 1910 2.982 0.0029
|
|
|
|
DOMAIN = Values, INTERVAL = 10:
|
|
contrast estimate SE df t.ratio p.value
|
|
Past - Future 0.3908 0.0985 1910 3.969 0.0001
|
|
|
|
Results are averaged over the levels of: temporal_DO, interval_DO
|
|
[1] "\n=== temporal_DO × TIME INTERACTION ==="
|
|
NOTE: Results may be misleading due to involvement in interactions
|
|
[1] "Estimated Marginal Means:"
|
|
temporal_DO TIME emmean SE df lower.CL upper.CL
|
|
01PAST Past 4.06 0.167 564 3.73 4.39
|
|
02FUT Past 3.78 0.167 564 3.46 4.11
|
|
01PAST Future 3.82 0.167 564 3.49 4.14
|
|
02FUT Future 3.66 0.167 564 3.33 3.99
|
|
|
|
Results are averaged over the levels of: interval_DO, DOMAIN, INTERVAL
|
|
Warning: EMMs are biased unless design is perfectly balanced
|
|
Confidence level used: 0.95
|
|
[1] "\nSimple Effects of TIME within each temporal_DO:"
|
|
temporal_DO = 01PAST:
|
|
contrast estimate SE df t.ratio p.value
|
|
Past - Future 0.243 0.0911 486 2.662 0.0080
|
|
|
|
temporal_DO = 02FUT:
|
|
contrast estimate SE df t.ratio p.value
|
|
Past - Future 0.124 0.0913 486 1.358 0.1751
|
|
|
|
Results are averaged over the levels of: interval_DO, DOMAIN, INTERVAL
|
|
[1] "\nSimple Effects of temporal_DO within each TIME:"
|
|
TIME = Past:
|
|
contrast estimate SE df t.ratio p.value
|
|
01PAST - 02FUT 0.276 0.237 564 1.168 0.2432
|
|
|
|
TIME = Future:
|
|
contrast estimate SE df t.ratio p.value
|
|
01PAST - 02FUT 0.158 0.237 564 0.667 0.5052
|
|
|
|
Results are averaged over the levels of: interval_DO, DOMAIN, INTERVAL
|
|
[1] "\n=== COHEN'S D FOR SIGNIFICANT EFFECTS ==="
|
|
[1] "Cohen's d for significant main effects:"
|
|
[1] "Significant pairwise comparisons (p < 0.05):"
|
|
contrast estimate SE df t.ratio p.value
|
|
Past - Future 0.1832725 0.06449356 486 2.842 0.0047
|
|
|
|
Results are averaged over the levels of: temporal_DO, interval_DO, DOMAIN, INTERVAL
|
|
[1] "Cohen's d results:"
|
|
Comparison n1 n2 Cohens_d Effect_size p_value
|
|
1 Past - Future 2940 2940 0.06345 negligible 0.00468
|
|
[1] "Significant pairwise comparisons (p < 0.05):"
|
|
contrast estimate SE df t.ratio p.value
|
|
Preferences - Personality -0.1938912 0.04924868 972 -3.937 0.0003
|
|
Personality - Values 0.1327871 0.04924868 972 2.696 0.0214
|
|
|
|
Results are averaged over the levels of: temporal_DO, interval_DO, TIME, INTERVAL
|
|
P value adjustment: bonferroni method for 3 tests
|
|
[1] "Cohen's d results:"
|
|
Comparison n1 n2 Cohens_d Effect_size p_value
|
|
1 Preferences - Personality 1960 1960 -0.06912 negligible 0.00027
|
|
2 Personality - Values 1960 1960 0.04940 negligible 0.02140
|
|
[1] "Significant pairwise comparisons (p < 0.05):"
|
|
contrast estimate SE df t.ratio p.value
|
|
INTERVAL5 - INTERVAL10 -0.3184787 0.04228491 486 -7.532 <.0001
|
|
|
|
Results are averaged over the levels of: temporal_DO, interval_DO, TIME, DOMAIN
|
|
[1] "\nCohen's d for significant two-way interactions:"
|
|
[1] "Significant pairwise comparisons (p < 0.05):"
|
|
contrast TIME estimate SE df t.ratio p.value
|
|
Preferences - Personality Past -0.2317898 0.06338469 1863.83 -3.657 0.0008
|
|
Preferences - Personality Future -0.1559925 0.06338469 1863.83 -2.461 0.0418
|
|
|
|
Results are averaged over the levels of: temporal_DO, interval_DO, INTERVAL
|
|
P value adjustment: bonferroni method for 3 tests
|
|
[1] "Cohen's d results:"
|
|
Comparison n1 n2 Cohens_d Effect_size p_value Group_level
|
|
1 Preferences - Personality 980 980 -0.08001 negligible 0.00079 Past
|
|
2 Preferences - Personality 980 980 -0.05826 negligible 0.04183 Future
|
|
[1] "Significant pairwise comparisons (p < 0.05):"
|
|
contrast DOMAIN estimate SE df t.ratio p.value
|
|
Past - Future Personality 0.2045570 0.07926118 980.93 2.581 0.0100
|
|
Past - Future Values 0.2165009 0.07926118 980.93 2.731 0.0064
|
|
|
|
Results are averaged over the levels of: temporal_DO, interval_DO, INTERVAL
|
|
[1] "Cohen's d results:"
|
|
Comparison n1 n2 Cohens_d Effect_size p_value Group_level
|
|
1 Past - Future 980 980 0.06868 negligible 0.01000 Personality
|
|
2 Past - Future 980 980 0.07477 negligible 0.00642 Values
|
|
[1] "\nCohen's d for significant three-way interaction effects:"
|
|
[1] "Three-way interaction Cohen's d results:"
|
|
DOMAIN INTERVAL Comparison n_Past n_Future Cohens_d Effect_size
|
|
1 Personality 10 Past vs Future 490 490 0.10254 negligible
|
|
2 Values 10 Past vs Future 490 490 0.13925 negligible
|
|
p_value Estimated_difference
|
|
1 0.00290 0.29359
|
|
2 0.00007 0.39082
|
|
[1] "=== ANALYSIS COMPLETE ==="
|