1755 lines
80 KiB
Markdown
1755 lines
80 KiB
Markdown
Rscript : ΓöÇΓöÇ Attaching core tidyverse packages
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ΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇ tidyverse 2.0.0 ΓöÇΓöÇ
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At C:\\Users\\irina\\AppData\\Local\\Temp\\ps-script-1e88d1ff-8e66-4d9a-90cf-0f9caea5137a.ps1:7 char:47
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\+ ... OHI\\eohi1"; Rscript "mixed anova - DGEN.r" > "results - exp1 - mixed ...
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\+ ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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+ CategoryInfo : NotSpecified: (ΓöÇΓöÇ Attachin...se 2.0.0 ΓöÇΓöÇ: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 ΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇ
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ΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇΓöÇ 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 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: 1063 x689"
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\[1] "Number of participants: 1063"
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\[1] "All required DGEN variables found!"
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\[1] "Long data dimensions: 8504 x6"
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\[1] "Number of participants: 1063"
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\[1] "Descriptive statistics by TIME and DOMAIN:"
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\# A tibble: 8 × 11
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TIME DOMAIN n mean variance sd median q1 q3 min max
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<fct> <fct> <int> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
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1 Past Preferences 1063 4.45 8.17 2.86 5 2 7 0 10
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2 Past Personality 1063 4.67 8.12 2.85 5 2 7 0 10
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3 Past Values 1063 4.41 8.50 2.91 4 2 7 0 10
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4 Past Life 1063 5.46 8.02 2.83 6 3 8 0 10
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5 Future Preferences 1063 4.14 7.97 2.82 4 2 6 0 10
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6 Future Personality 1063 4.23 7.92 2.81 4 2 6 0 10
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7 Future Values 1063 3.92 7.94 2.82 3 2 6 0 10
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8 Future Life 1063 5.05 8.11 2.85 5 3 7 0 10
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\[1] "Descriptive statistics by TEMPORAL\_DO, TIME, and DOMAIN:"
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\# A tibble: 16 × 7
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TEMPORAL\_DO TIME DOMAIN n mean variance sd
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<fct> <fct> <fct> <int> <dbl> <dbl> <dbl>
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1 01PAST Past Preferences 536 4.52 8.58 2.93
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2 01PAST Past Personality 536 4.79 8.18 2.86
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3 01PAST Past Values 536 4.49 8.35 2.89
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4 01PAST Past Life 536 5.73 7.71 2.78
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5 01PAST Future Preferences 536 4.16 8.16 2.86
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6 01PAST Future Personality 536 4.32 8.00 2.83
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7 01PAST Future Values 536 4.01 8.04 2.84
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8 01PAST Future Life 536 5.20 8.21 2.87
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9 02FUT Past Preferences 527 4.39 7.76 2.79
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10 02FUT Past Personality 527 4.55 8.04 2.84
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11 02FUT Past Values 527 4.34 8.65 2.94
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12 02FUT Past Life 527 5.19 8.20 2.86
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13 02FUT Future Preferences 527 4.13 7.79 2.79
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14 02FUT Future Personality 527 4.14 7.83 2.80
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15 02FUT Future Values 527 3.83 7.84 2.80
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16 02FUT Future Life 527 4.90 7.97 2.82
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\[1] "Data after removing missing values: 8504 x6"
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\[1] "Missing values by TIME and DOMAIN:"
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\# A tibble: 8 × 5
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TIME DOMAIN n\_total n\_missing pct\_missing
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<fct> <fct> <int> <int> <dbl>
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1 Past Preferences 1063 0 0
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2 Past Personality 1063 0 0
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3 Past Values 1063 0 0
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4 Past Life 1063 0 0
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5 Future Preferences 1063 0 0
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6 Future Personality 1063 0 0
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7 Future Values 1063 0 0
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8 Future Life 1063 0 0
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\[1] "Outlier summary (IQR method):"
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\# A tibble: 8 × 11
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TIME DOMAIN n mean sd q1 q3 iqr lower\_bound upper\_bound
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<fct> <fct> <int> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
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1 Past Preferences 1063 4.45 2.86 2 7 5 -5.5 14.5
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2 Past Personality 1063 4.67 2.85 2 7 5 -5.5 14.5
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3 Past Values 1063 4.41 2.91 2 7 5 -5.5 14.5
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4 Past Life 1063 5.46 2.83 3 8 5 -4.5 15.5
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5 Future Preferences 1063 4.14 2.82 2 6 4 -4 12
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6 Future Personality 1063 4.23 2.81 2 6 4 -4 12
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7 Future Values 1063 3.92 2.82 2 6 4 -4 12
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8 Future Life 1063 5.05 2.85 3 7 4 -3 13
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\# ℹ 1 more variable: n\_outliers <int>
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\[1] "Anderson-Darling normality test results:"
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\# A tibble: 8 × 5
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TIME DOMAIN n ad\_statistic ad\_p\_value
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<fct> <fct> <dbl> <dbl> <dbl>
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1 Past Preferences 1063 13.8 0
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2 Past Personality 1063 13.6 0
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3 Past Values 1063 16.3 0
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4 Past Life 1063 13.0 0
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5 Future Preferences 1063 17.4 0
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6 Future Personality 1063 16.9 0
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7 Future Values 1063 21.7 0
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8 Future Life 1063 12.1 0
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\[1] "Homogeneity of variance across TIME within each DOMAIN:"
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\# A tibble: 4 × 3
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DOMAIN levene\_F levene\_p
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<fct> <dbl> <dbl>
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1 Preferences 0.115 0.735
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2 Personality 0.0390 0.843
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3 Values 1.50 0.221
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4 Life 0.453 0.501
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\[1] "Homogeneity of variance across DOMAIN within each TIME:"
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\# A tibble: 2 × 3
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TIME levene\_F levene\_p
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<fct> <dbl> <dbl>
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1 Past 1.43 0.233
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2 Future 0.818 0.484
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\[1] "=== CHECKING TEMPORAL\_DO VALUES ==="
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\[1] "Unique TEMPORAL\_DO values:"
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\[1] 01PAST 02FUT
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Levels: 01PAST 02FUT
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\[1] "TEMPORAL\_DO value counts:"
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01PAST 02FUT
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4288 4216
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\[1] "\\n=== OBSERVED F-MAX RATIOS: TEMPORAL\_DO within each TIME × DOMAIN combination ==="
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\# A tibble: 8 × 5
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TIME DOMAIN past\_var fut\_var f\_max\_ratio
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<fct> <fct> <dbl> <dbl> <dbl>
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1 Past Preferences 8.58 7.76 1.11
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2 Past Personality 8.18 8.04 1.02
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3 Past Values 8.35 8.65 1.04
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4 Past Life 7.71 8.20 1.06
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5 Future Preferences 8.16 7.79 1.05
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6 Future Personality 8.00 7.83 1.02
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7 Future Values 8.04 7.84 1.03
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8 Future Life 8.21 7.97 1.03
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\[1] "\\n=== HARTLEY'S F-MAX TEST RESULTS ==="
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\# A tibble: 8 × 5
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TIME DOMAIN observed\_ratio critical\_95 significant
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<fct> <fct> <dbl> <dbl> <lgl>
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1 Past Preferences 1.11 1.23 FALSE
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2 Past Personality 1.02 1.12 FALSE
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3 Past Values 1.04 1.14 FALSE
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4 Past Life 1.06 1.18 FALSE
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5 Future Preferences 1.05 1.17 FALSE
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6 Future Personality 1.02 1.15 FALSE
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7 Future Values 1.03 1.15 FALSE
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8 Future Life 1.03 1.15 FALSE
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\[1] "Data size for ANOVA: 8504 rows"
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\[1] "Number of participants: 1063"
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\[1] "Design factors: TIME (2), DOMAIN (4), TEMPORAL\_DO (2)"
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\[1] "Complete cases: 8504 out of 8504"
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\[1] "Design is balanced: each participant has data for all TIME × DOMAIN 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 well-considered value for the type
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argument to ezANOVA().
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\[1] "ANOVA Results:"
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Effect DFn DFd SSn SSd F
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1 (Intercept) 1 1061 175403.313893 45334.099 4105.1420831
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2 TEMPORAL\_DO 1 1061 104.781437 45334.099 2.4523065
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**3 TIME 1 1061 363.139680 5710.697 67.4683362**
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**4 DOMAIN 3 3183 1524.702983 10462.463 154.6203659**
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5 TEMPORAL\_DO:TIME 1 1061 4.340056 5710.697 0.8063464
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**6 TEMPORAL\_DO:DOMAIN 3 3183 33.288120 10462.463 3.3757534**
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7 TIME:DOMAIN 3 3183 9.191110 7100.516 1.3733886
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8 TEMPORAL\_DO:TIME:DOMAIN 3 3183 4.974741 7100.516 0.7433545
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p
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1 0.00000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000
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2 0.11765050104906209227362268165961722843348979949951171875000000000000000000000000000000000000000000
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3 0.00000000000000061782799119098067114168315594469049756298772990703582763671875000000000000000000000
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4 0.00000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000150209
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5 0.36940636618506739186074128156178630888462066650390625000000000000000000000000000000000000000000000
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6 0.01763146579785550976948726997761696111410856246948242187500000000000000000000000000000000000000000
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7 0.24898565439172731794670312410744372755289077758789062500000000000000000000000000000000000000000000
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8 0.52613525007520434151331301109166815876960754394531250000000000000000000000000000000000000000000000
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p<.05 ges
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1 \* 0.71883337333
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2 0.00152492417
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**3 \* 0.00526511333**
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**4 \* 0.02174032681**
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5 0.00006325496
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**6 \* 0.00048495927**
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7 0.00013394807
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8 0.00007250462
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\[1] "\\nMauchly's Test of Sphericity:"
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Effect W p
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5 DOMAIN 0.8712463 0.000000000000000000000000000009197155
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6 TEMPORAL\_DO:DOMAIN 0.8712463 0.000000000000000000000000000009197155
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7 TIME:DOMAIN 0.9366421 0.000000000000139056847839002402420980
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8 TEMPORAL\_DO:TIME:DOMAIN 0.9366421 0.000000000000139056847839002402420980
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p<.05
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5 \*
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6 \*
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7 \*
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8 \*
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**\[1] "\\nGreenhouse-Geisser and Huynh-Feldt Corrections:"**
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**Effect GGe**
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**5 DOMAIN 0.9120175**
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**6 TEMPORAL\_DO:DOMAIN 0.9120175**
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7 TIME:DOMAIN 0.9556034
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8 TEMPORAL\_DO:TIME:DOMAIN 0.9556034
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p\[GG]
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5 0.0000000000000000000000000000000000000000000000000000000000000000000000000000000000001345237
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6 0.0210110642827151770928306717678424320183694362640380859375000000000000000000000000000000000
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7 0.2499237624236494703655608873305027373135089874267578125000000000000000000000000000000000000
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8 0.5204622528563578320870419702259823679924011230468750000000000000000000000000000000000000000
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p\[GG]<.05 HFe
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**5 \* 0.9146073**
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**6 \* 0.9146073**
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7 0.9584655
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8 0.9584655
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p\[HF]
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5 0.00000000000000000000000000000000000000000000000000000000000000000000000000000000000007847038
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6 0.02090266902721321304325918788435956230387091636657714843750000000000000000000000000000000000
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7 0.24986536855461360939756332300021313130855560302734375000000000000000000000000000000000000000
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8 0.52083559605373963563579309266060590744018554687500000000000000000000000000000000000000000000
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p\[HF]<.05
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5 \*
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6 \*
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7
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8
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=== CORRECTED DEGREES OF FREEDOM ===
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**Effect Original\_DFn Original\_DFd GG\_DFn GG\_DFd HF\_DFn**
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**1 DOMAIN 3 3183 2.736053 2902.952 2.743822**
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**2 TEMPORAL\_DO:DOMAIN 3 3183 2.736053 2902.952 2.743822**
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3 TIME:DOMAIN 3 3183 2.866810 3041.686 2.875396
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4 TEMPORAL\_DO:TIME:DOMAIN 3 3183 2.866810 3041.686 2.875396
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**HF\_DFd GG\_epsilon HF\_epsilon**
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**1 2911.195 0.9120175 0.9146073**
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**2 2911.195 0.9120175 0.9146073**
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3 3050.796 0.9556034 0.9584655
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4 3050.796 0.9556034 0.9584655
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=== CORRECTED F-TESTS ===
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**DOMAIN:**
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**Original: F(3, 3183) = 154.620**
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**GG-corrected: F(2.74, 2902.95) = 154.620, p = 0.000000**
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**HF-corrected: F(2.74, 2911.20) = 154.620, p = 0.000000**
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**TEMPORAL\_DO:DOMAIN:**
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**Original: F(3, 3183) = 3.376**
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**GG-corrected: F(2.74, 2902.95) = 3.376, p = 0.021011**
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**HF-corrected: F(2.74, 2911.20) = 3.376, p = 0.020903**
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TIME:DOMAIN:
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Original: F(3, 3183) = 1.373
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GG-corrected: F(2.87, 3041.69) = 1.373, p = 0.249924
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HF-corrected: F(2.88, 3050.80) = 1.373, p = 0.249865
|
|
|
|
|
|
|
|
TEMPORAL\_DO:TIME:DOMAIN:
|
|
|
|
Original: F(3, 3183) = 0.743
|
|
|
|
GG-corrected: F(2.87, 3041.69) = 0.743, p = 0.520462
|
|
|
|
HF-corrected: F(2.88, 3050.80) = 0.743, p = 0.520836
|
|
|
|
\[1] "\\n=== EFFECT SIZES (GENERALIZED ETA SQUARED) ==="
|
|
|
|
\[1] "Generalized Eta Squared:"
|
|
|
|
Effect ges
|
|
|
|
1 (Intercept) 0.71883
|
|
|
|
2 TEMPORAL\_DO 0.00152
|
|
|
|
**3 TIME 0.00527**
|
|
|
|
**5 DOMAIN 0.02174**
|
|
|
|
4 TEMPORAL\_DO:TIME 0.00006
|
|
|
|
**6 TEMPORAL\_DO:DOMAIN 0.00048**
|
|
|
|
7 TIME:DOMAIN 0.00013
|
|
|
|
8 TEMPORAL\_DO:TIME:DOMAIN 0.00007
|
|
|
|
\[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 4.75 0.0752 1324 4.60 4.90
|
|
|
|
Future 4.34 0.0752 1324 4.19 4.48
|
|
|
|
|
|
|
|
Results are averaged over the levels of: TEMPORAL\_DO, 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**
|
|
|
|
**Past - Future 0.413 0.0503 1061 8.214 <.0001**
|
|
|
|
|
|
|
|
Results are averaged over the levels of: TEMPORAL\_DO, DOMAIN
|
|
|
|
**\[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 4.30 0.0786 1579 4.14 4.45
|
|
|
|
Personality 4.45 0.0786 1579 4.30 4.61
|
|
|
|
Values 4.17 0.0786 1579 4.01 4.32
|
|
|
|
Life 5.26 0.0786 1579 5.10 5.41
|
|
|
|
|
|
|
|
Results are averaged over the levels of: TEMPORAL\_DO, TIME
|
|
|
|
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 -0.153 0.0556 3183 -2.747 0.0362**
|
|
|
|
Preferences - Values 0.132 0.0556 3183 2.375 0.1057
|
|
|
|
**Preferences - Life -0.957 0.0556 3183 -17.204 <.0001**
|
|
|
|
**Personality - Values 0.285 0.0556 3183 5.122 <.0001**
|
|
|
|
**Personality - Life -0.804 0.0556 3183 -14.456 <.0001**
|
|
|
|
**Values - Life -1.089 0.0556 3183 -19.579 <.0001**
|
|
|
|
|
|
|
|
Results are averaged over the levels of: TEMPORAL\_DO, TIME
|
|
|
|
P value adjustment: bonferroni method for 6 tests
|
|
|
|
\[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 0.222 0.142 1061 1.566 0.1177
|
|
|
|
|
|
|
|
Results are averaged over the levels of: TIME, DOMAIN
|
|
|
|
\[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 4.88 0.106 1322 4.67 5.09
|
|
|
|
02FUT Past 4.62 0.106 1326 4.41 4.82
|
|
|
|
01PAST Future 4.42 0.106 1322 4.22 4.63
|
|
|
|
02FUT Future 4.25 0.106 1326 4.04 4.46
|
|
|
|
|
|
|
|
Results are averaged over the levels of: DOMAIN
|
|
|
|
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 0.458 0.0709 1061 6.471 <.0001**
|
|
|
|
|
|
|
|
**TEMPORAL\_DO = 02FUT:**
|
|
|
|
**contrast estimate SE df t.ratio p.value**
|
|
|
|
**Past - Future 0.368 0.0715 1061 5.151 <.0001**
|
|
|
|
|
|
|
|
Results are averaged over the levels of: DOMAIN
|
|
|
|
\[1] "\\nSimple Effects of TEMPORAL\_DO within each TIME:"
|
|
|
|
TIME = Past:
|
|
|
|
contrast estimate SE df t.ratio p.value
|
|
|
|
01PAST - 02FUT 0.267 0.15 1324 1.776 0.0759
|
|
|
|
|
|
|
|
TIME = Future:
|
|
|
|
contrast estimate SE df t.ratio p.value
|
|
|
|
01PAST - 02FUT 0.177 0.15 1324 1.175 0.2400
|
|
|
|
|
|
|
|
Results are averaged over the levels of: DOMAIN
|
|
|
|
\[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 4.45 0.0872 2333 4.28 4.62
|
|
|
|
Future Preferences 4.14 0.0872 2333 3.97 4.31
|
|
|
|
Past Personality 4.67 0.0872 2333 4.50 4.84
|
|
|
|
Future Personality 4.23 0.0872 2333 4.06 4.40
|
|
|
|
Past Values 4.41 0.0872 2333 4.24 4.58
|
|
|
|
Future Values 3.92 0.0872 2333 3.75 4.09
|
|
|
|
Past Life 5.46 0.0872 2333 5.29 5.63
|
|
|
|
Future Life 5.05 0.0872 2333 4.88 5.22
|
|
|
|
|
|
|
|
Results are averaged over the levels of: TEMPORAL\_DO
|
|
|
|
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 -0.2187 0.072 6141 -3.036 0.0145
|
|
|
|
Preferences - Values 0.0424 0.072 6141 0.588 1.0000
|
|
|
|
Preferences - Life -1.0058 0.072 6141 -13.960 <.0001
|
|
|
|
Personality - Values 0.2611 0.072 6141 3.624 0.0018
|
|
|
|
Personality - Life -0.7871 0.072 6141 -10.924 <.0001
|
|
|
|
Values - Life -1.0482 0.072 6141 -14.549 <.0001
|
|
|
|
|
|
|
|
TIME = Future:
|
|
|
|
contrast estimate SE df t.ratio p.value
|
|
|
|
Preferences - Personality -0.0868 0.072 6141 -1.205 1.0000
|
|
|
|
Preferences - Values 0.2217 0.072 6141 3.078 0.0126
|
|
|
|
Preferences - Life -0.9076 0.072 6141 -12.597 <.0001
|
|
|
|
Personality - Values 0.3086 0.072 6141 4.283 0.0001
|
|
|
|
Personality - Life -0.8207 0.072 6141 -11.391 <.0001
|
|
|
|
Values - Life -1.1293 0.072 6141 -15.674 <.0001
|
|
|
|
|
|
|
|
Results are averaged over the levels of: TEMPORAL\_DO
|
|
|
|
P value adjustment: bonferroni method for 6 tests
|
|
|
|
**\[1] "\\nSimple Effects of TIME within each DOMAIN:"**
|
|
|
|
**DOMAIN = Preferences:**
|
|
|
|
**contrast estimate SE df t.ratio p.value**
|
|
|
|
**Past - Future 0.311 0.0754 3524 4.126 <.0001**
|
|
|
|
|
|
|
|
**DOMAIN = Personality:**
|
|
|
|
**contrast estimate SE df t.ratio p.value**
|
|
|
|
**Past - Future 0.443 0.0754 3524 5.875 <.0001**
|
|
|
|
|
|
|
|
**DOMAIN = Values:**
|
|
|
|
**contrast estimate SE df t.ratio p.value**
|
|
|
|
**Past - Future 0.490 0.0754 3524 6.506 <.0001**
|
|
|
|
|
|
|
|
**DOMAIN = Life:**
|
|
|
|
**contrast estimate SE df t.ratio p.value**
|
|
|
|
**Past - Future 0.409 0.0754 3524 5.429 <.0001**
|
|
|
|
|
|
|
|
Results are averaged over the levels of: TEMPORAL\_DO
|
|
|
|
\[1] "\\n=== TEMPORAL\_DO × DOMAIN INTERACTION ==="
|
|
|
|
NOTE: Results may be misleading due to involvement in interactions
|
|
|
|
\[1] "Estimated Marginal Means:"
|
|
|
|
TEMPORAL\_DO DOMAIN emmean SE df lower.CL upper.CL
|
|
|
|
01PAST Preferences 4.34 0.111 1575 4.12 4.56
|
|
|
|
02FUT Preferences 4.26 0.111 1584 4.04 4.48
|
|
|
|
01PAST Personality 4.56 0.111 1575 4.34 4.78
|
|
|
|
02FUT Personality 4.34 0.111 1584 4.13 4.56
|
|
|
|
01PAST Values 4.25 0.111 1575 4.03 4.47
|
|
|
|
02FUT Values 4.08 0.111 1584 3.86 4.30
|
|
|
|
01PAST Life 5.47 0.111 1575 5.25 5.68
|
|
|
|
02FUT Life 5.04 0.111 1584 4.83 5.26
|
|
|
|
|
|
|
|
Results are averaged over the levels of: TIME
|
|
|
|
Warning: EMMs are biased unless design is perfectly balanced
|
|
|
|
Confidence level used: 0.95
|
|
|
|
\[1] "\\nSimple Effects of DOMAIN within each TEMPORAL\_DO:"
|
|
|
|
TEMPORAL\_DO = 01PAST:
|
|
|
|
contrast estimate SE df t.ratio p.value
|
|
|
|
Preferences - Personality -0.2183 0.0783 3183 -2.787 0.0321
|
|
|
|
Preferences - Values 0.0886 0.0783 3183 1.132 1.0000
|
|
|
|
Preferences - Life -1.1269 0.0783 3183 -14.390 <.0001
|
|
|
|
Personality - Values 0.3069 0.0783 3183 3.919 0.0005
|
|
|
|
Personality - Life -0.9086 0.0783 3183 -11.602 <.0001
|
|
|
|
Values - Life -1.2155 0.0783 3183 -15.521 <.0001
|
|
|
|
|
|
|
|
TEMPORAL\_DO = 02FUT:
|
|
|
|
contrast estimate SE df t.ratio p.value
|
|
|
|
Preferences - Personality -0.0873 0.0790 3183 -1.105 1.0000
|
|
|
|
Preferences - Values 0.1755 0.0790 3183 2.222 0.1579
|
|
|
|
Preferences - Life -0.7865 0.0790 3183 -9.959 <.0001
|
|
|
|
Personality - Values 0.2628 0.0790 3183 3.328 0.0053
|
|
|
|
Personality - Life -0.6992 0.0790 3183 -8.854 <.0001
|
|
|
|
Values - Life -0.9620 0.0790 3183 -12.182 <.0001
|
|
|
|
|
|
|
|
Results are averaged over the levels of: TIME
|
|
|
|
P value adjustment: bonferroni method for 6 tests
|
|
|
|
\[1] "\\nSimple Effects of TEMPORAL\_DO within each DOMAIN:"
|
|
|
|
DOMAIN = Preferences:
|
|
|
|
contrast estimate SE df t.ratio p.value
|
|
|
|
01PAST - 02FUT 0.0825 0.157 1579 0.524 0.6002
|
|
|
|
|
|
|
|
DOMAIN = Personality:
|
|
|
|
contrast estimate SE df t.ratio p.value
|
|
|
|
01PAST - 02FUT 0.2134 0.157 1579 1.357 0.1749
|
|
|
|
|
|
|
|
DOMAIN = Values:
|
|
|
|
contrast estimate SE df t.ratio p.value
|
|
|
|
01PAST - 02FUT 0.1694 0.157 1579 1.077 0.2818
|
|
|
|
|
|
|
|
DOMAIN = Life:
|
|
|
|
contrast estimate SE df t.ratio p.value
|
|
|
|
01PAST - 02FUT 0.4228 0.157 1579 2.688 0.0073
|
|
|
|
|
|
|
|
Results are averaged over the levels of: TIME
|
|
|
|
\[1] "\\n=== THREE-WAY INTERACTION ANALYSIS ==="
|
|
|
|
\[1] "Estimated Marginal Means:"
|
|
|
|
TEMPORAL\_DO TIME DOMAIN emmean SE df lower.CL upper.CL
|
|
|
|
01PAST Past Preferences 4.52 0.123 2321 4.28 4.76
|
|
|
|
02FUT Past Preferences 4.39 0.123 2344 4.14 4.63
|
|
|
|
01PAST Future Preferences 4.16 0.123 2321 3.92 4.40
|
|
|
|
02FUT Future Preferences 4.13 0.123 2344 3.89 4.37
|
|
|
|
01PAST Past Personality 4.80 0.123 2321 4.55 5.04
|
|
|
|
02FUT Past Personality 4.55 0.123 2344 4.31 4.79
|
|
|
|
01PAST Future Personality 4.32 0.123 2321 4.08 4.56
|
|
|
|
02FUT Future Personality 4.14 0.123 2344 3.90 4.38
|
|
|
|
01PAST Past Values 4.49 0.123 2321 4.24 4.73
|
|
|
|
02FUT Past Values 4.34 0.123 2344 4.09 4.58
|
|
|
|
01PAST Future Values 4.02 0.123 2321 3.77 4.26
|
|
|
|
02FUT Future Values 3.83 0.123 2344 3.58 4.07
|
|
|
|
01PAST Past Life 5.73 0.123 2321 5.49 5.97
|
|
|
|
02FUT Past Life 5.19 0.123 2344 4.95 5.43
|
|
|
|
01PAST Future Life 5.20 0.123 2321 4.96 5.45
|
|
|
|
02FUT Future Life 4.90 0.123 2344 4.65 5.14
|
|
|
|
|
|
|
|
Warning: EMMs are biased unless design is perfectly balanced
|
|
|
|
Confidence level used: 0.95
|
|
|
|
\[1] "\\nSimple Effects of TIME within each TEMPORAL\_DO × DOMAIN combination:"
|
|
|
|
TEMPORAL\_DO = 01PAST, DOMAIN = Preferences:
|
|
|
|
contrast estimate SE df t.ratio p.value
|
|
|
|
Past - Future 0.364 0.106 3524 3.428 0.0006
|
|
|
|
|
|
|
|
TEMPORAL\_DO = 02FUT, DOMAIN = Preferences:
|
|
|
|
contrast estimate SE df t.ratio p.value
|
|
|
|
Past - Future 0.258 0.107 3524 2.411 0.0160
|
|
|
|
|
|
|
|
TEMPORAL\_DO = 01PAST, DOMAIN = Personality:
|
|
|
|
contrast estimate SE df t.ratio p.value
|
|
|
|
Past - Future 0.476 0.106 3524 4.483 <.0001
|
|
|
|
|
|
|
|
TEMPORAL\_DO = 02FUT, DOMAIN = Personality:
|
|
|
|
contrast estimate SE df t.ratio p.value
|
|
|
|
Past - Future 0.410 0.107 3524 3.829 0.0001
|
|
|
|
|
|
|
|
TEMPORAL\_DO = 01PAST, DOMAIN = Values:
|
|
|
|
contrast estimate SE df t.ratio p.value
|
|
|
|
Past - Future 0.470 0.106 3524 4.430 <.0001
|
|
|
|
|
|
|
|
TEMPORAL\_DO = 02FUT, DOMAIN = Values:
|
|
|
|
contrast estimate SE df t.ratio p.value
|
|
|
|
Past - Future 0.510 0.107 3524 4.769 <.0001
|
|
|
|
|
|
|
|
TEMPORAL\_DO = 01PAST, DOMAIN = Life:
|
|
|
|
contrast estimate SE df t.ratio p.value
|
|
|
|
Past - Future 0.524 0.106 3524 4.940 <.0001
|
|
|
|
|
|
|
|
TEMPORAL\_DO = 02FUT, DOMAIN = Life:
|
|
|
|
contrast estimate SE df t.ratio p.value
|
|
|
|
Past - Future 0.294 0.107 3524 2.748 0.0060
|
|
|
|
|
|
|
|
\[1] "\\n=== COHEN'S D FOR SIGNIFICANT TWO-WAY INTERACTIONS ==="
|
|
|
|
\[1] "\\n=== COHEN'S D FOR T**EMPORAL\_DO × TIME INTERACTION** ==="
|
|
|
|
Significant pairwise comparisons (p < 0.05):
|
|
|
|
**contrast TEMPORAL\_DO estimate SE df t.ratio p.value**
|
|
|
|
**Past - Future 01PAST 0.4584888 0.07085809 1061 6.471 <.0001**
|
|
|
|
**Past - Future 02FUT 0.3681214 0.07146058 1061 5.151 <.0001**
|
|
|
|
|
|
|
|
Results are averaged over the levels of: DOMAIN
|
|
|
|
|
|
|
|
Cohen's d calculated from raw data:
|
|
|
|
**Comparison: Past - Future | 01PAST**
|
|
|
|
n1 = 2144, n2 = 2144
|
|
|
|
**Cohen's d: 0.15841**
|
|
|
|
Effect size interpretation: negligible
|
|
|
|
p-value: 0.00000
|
|
|
|
|
|
|
|
**Comparison: Past - Future | 02FUT**
|
|
|
|
n1 = 2108, n2 = 2108
|
|
|
|
**Cohen's d: 0.12907**
|
|
|
|
Effect size interpretation: negligible
|
|
|
|
p-value: 0.00000
|
|
|
|
|
|
|
|
No significant pairwise comparisons found.
|
|
|
|
\[1] "\\n=== **COHEN'S D FOR TIME × DOMAI**N INTERACTION ==="
|
|
|
|
Significant pairwise comparisons (p < 0.05):
|
|
|
|
**contrast DOMAIN estimate SE df t.ratio p.value**
|
|
|
|
**Past - Future Preferences 0.3109352 0.07536529 3523.81 4.126 <.0001**
|
|
|
|
**Past - Future Personality 0.4428067 0.07536529 3523.81 5.875 <.0001**
|
|
|
|
**Past - Future Values 0.4902928 0.07536529 3523.81 6.506 <.0001**
|
|
|
|
**Past - Future Life 0.4091857 0.07536529 3523.81 5.429 <.0001**
|
|
|
|
|
|
|
|
Results are averaged over the levels of: TEMPORAL\_DO
|
|
|
|
|
|
|
|
Cohen's d calculated from raw data:
|
|
|
|
**Comparison: Past - Future | Preferences**
|
|
|
|
n1 = 1063, n2 = 1063
|
|
|
|
**Cohen's d: 0.10962**
|
|
|
|
Effect size interpretation: negligible
|
|
|
|
p-value: 0.00004
|
|
|
|
|
|
|
|
**Comparison: Past - Future | Personality**
|
|
|
|
n1 = 1063, n2 = 1063
|
|
|
|
**Cohen's d: 0.15646**
|
|
|
|
Effect size interpretation: negligible
|
|
|
|
p-value: 0.00000
|
|
|
|
|
|
|
|
**Comparison: Past - Future | Values**
|
|
|
|
n1 = 1063, n2 = 1063
|
|
|
|
**Cohen's d: 0.17095**
|
|
|
|
Effect size interpretation: negligible
|
|
|
|
p-value: 0.00000
|
|
|
|
|
|
|
|
**Comparison: Past - Future | Life**
|
|
|
|
n1 = 1063, n2 = 1063
|
|
|
|
**Cohen's d: 0.14446**
|
|
|
|
Effect size interpretation: negligible
|
|
|
|
p-value: 0.00000
|
|
|
|
|
|
|
|
Significant pairwise comparisons (p < 0.05):
|
|
|
|
contrast TIME estimate SE df t.ratio p.value
|
|
|
|
Preferences - Personality Past -0.2187208 0.07204929 6140.98 -3.036 0.0145
|
|
|
|
Preferences - Life Past -1.0058218 0.07204929 6140.98 -13.960 <.0001
|
|
|
|
Personality - Values Past 0.2611126 0.07204929 6140.98 3.624 0.0018
|
|
|
|
Personality - Life Past -0.7871010 0.07204929 6140.98 -10.924 <.0001
|
|
|
|
Values - Life Past -1.0482136 0.07204929 6140.98 -14.549 <.0001
|
|
|
|
Preferences - Values Future 0.2217494 0.07204929 6140.98 3.078 0.0126
|
|
|
|
Preferences - Life Future -0.9075714 0.07204929 6140.98 -12.597 <.0001
|
|
|
|
Personality - Values Future 0.3085987 0.07204929 6140.98 4.283 0.0001
|
|
|
|
Personality - Life Future -0.8207221 0.07204929 6140.98 -11.391 <.0001
|
|
|
|
Values - Life Future -1.1293208 0.07204929 6140.98 -15.674 <.0001
|
|
|
|
|
|
|
|
Results are averaged over the levels of: TEMPORAL\_DO
|
|
|
|
P value adjustment: bonferroni method for 6 tests
|
|
|
|
|
|
|
|
Cohen's d calculated from raw data:
|
|
|
|
Comparison: Preferences - Personality | Past
|
|
|
|
n1 = 1063, n2 = 1063
|
|
|
|
Cohen's d: -0.07681
|
|
|
|
Effect size interpretation: negligible
|
|
|
|
p-value: 0.01446
|
|
|
|
|
|
|
|
Comparison: Preferences - Life | Past
|
|
|
|
n1 = 1063, n2 = 1063
|
|
|
|
Cohen's d: -0.35418
|
|
|
|
Effect size interpretation: small
|
|
|
|
p-value: 0.00000
|
|
|
|
|
|
|
|
Comparison: Personality - Values | Past
|
|
|
|
n1 = 1063, n2 = 1063
|
|
|
|
Cohen's d: 0.09073
|
|
|
|
Effect size interpretation: negligible
|
|
|
|
p-value: 0.00175
|
|
|
|
|
|
|
|
Comparison: Personality - Life | Past
|
|
|
|
n1 = 1063, n2 = 1063
|
|
|
|
Cohen's d: -0.27756
|
|
|
|
Effect size interpretation: small
|
|
|
|
p-value: 0.00000
|
|
|
|
|
|
|
|
Comparison: Values - Life | Past
|
|
|
|
n1 = 1063, n2 = 1063
|
|
|
|
Cohen's d: -0.36538
|
|
|
|
Effect size interpretation: small
|
|
|
|
p-value: 0.00000
|
|
|
|
|
|
|
|
Comparison: Preferences - Values | Future
|
|
|
|
n1 = 1063, n2 = 1063
|
|
|
|
Cohen's d: 0.07838
|
|
|
|
Effect size interpretation: negligible
|
|
|
|
p-value: 0.01257
|
|
|
|
|
|
|
|
Comparison: Preferences - Life | Future
|
|
|
|
n1 = 1063, n2 = 1063
|
|
|
|
Cohen's d: -0.32051
|
|
|
|
Effect size interpretation: small
|
|
|
|
p-value: 0.00000
|
|
|
|
|
|
|
|
Comparison: Personality - Values | Future
|
|
|
|
n1 = 1063, n2 = 1063
|
|
|
|
Cohen's d: 0.10956
|
|
|
|
Effect size interpretation: negligible
|
|
|
|
p-value: 0.00011
|
|
|
|
|
|
|
|
Comparison: Personality - Life | Future
|
|
|
|
n1 = 1063, n2 = 1063
|
|
|
|
Cohen's d: -0.29009
|
|
|
|
Effect size interpretation: small
|
|
|
|
p-value: 0.00000
|
|
|
|
|
|
|
|
Comparison: Values - Life | Future
|
|
|
|
n1 = 1063, n2 = 1063
|
|
|
|
Cohen's d: -0.39881
|
|
|
|
Effect size interpretation: small
|
|
|
|
p-value: 0.00000
|
|
|
|
|
|
|
|
\[1] "\\n=== COHEN'S D FOR **TEMPORAL\_DO × DOMAIN** INTERACTION ==="
|
|
|
|
Significant pairwise comparisons (p < 0.05):
|
|
|
|
contrast DOMAIN estimate SE df t.ratio p.value
|
|
|
|
01PAST - 02FUT Life 0.4227906 0.1572823 1579.2 2.688 0.0073
|
|
|
|
|
|
|
|
Results are averaged over the levels of: TIME
|
|
|
|
|
|
|
|
Cohen's d calculated from raw data:
|
|
|
|
Comparison: 01PAST - 02FUT | Life
|
|
|
|
n1 = 1072, n2 = 1054
|
|
|
|
Cohen's d: 0.14893
|
|
|
|
Effect size interpretation: negligible
|
|
|
|
p-value: 0.00726
|
|
|
|
|
|
|
|
Significant pairwise comparisons (p < 0.05):
|
|
|
|
contrast TEMPORAL\_DO estimate SE df t.ratio
|
|
|
|
Preferences - Personality 01PAST -0.2182836 0.07830983 3183 -2.787
|
|
|
|
Preferences - Life 01PAST -1.1268657 0.07830983 3183 -14.390
|
|
|
|
Personality - Values 01PAST 0.3069030 0.07830983 3183 3.919
|
|
|
|
Personality - Life 01PAST -0.9085821 0.07830983 3183 -11.602
|
|
|
|
Values - Life 01PAST -1.2154851 0.07830983 3183 -15.521
|
|
|
|
Preferences - Life 02FUT -0.7865275 0.07897567 3183 -9.959
|
|
|
|
Personality - Values 02FUT 0.2628083 0.07897567 3183 3.328
|
|
|
|
Personality - Life 02FUT -0.6992410 0.07897567 3183 -8.854
|
|
|
|
Values - Life 02FUT -0.9620493 0.07897567 3183 -12.182
|
|
|
|
p.value
|
|
|
|
0.0321
|
|
|
|
<.0001
|
|
|
|
0.0005
|
|
|
|
<.0001
|
|
|
|
<.0001
|
|
|
|
<.0001
|
|
|
|
0.0053
|
|
|
|
<.0001
|
|
|
|
<.0001
|
|
|
|
|
|
|
|
Results are averaged over the levels of: TIME
|
|
|
|
P value adjustment: bonferroni method for 6 tests
|
|
|
|
|
|
|
|
Cohen's d calculated from raw data:
|
|
|
|
Comparison: Preferences - Personality | 01PAST
|
|
|
|
n1 = 1072, n2 = 1072
|
|
|
|
Cohen's d: -0.07591
|
|
|
|
Effect size interpretation: negligible
|
|
|
|
p-value: 0.03207
|
|
|
|
|
|
|
|
Comparison: Preferences - Life | 01PAST
|
|
|
|
n1 = 1072, n2 = 1072
|
|
|
|
Cohen's d: -0.39333
|
|
|
|
Effect size interpretation: small
|
|
|
|
p-value: 0.00000
|
|
|
|
|
|
|
|
Comparison: Personality - Values | 01PAST
|
|
|
|
n1 = 1072, n2 = 1072
|
|
|
|
Cohen's d: 0.10722
|
|
|
|
Effect size interpretation: negligible
|
|
|
|
p-value: 0.00054
|
|
|
|
|
|
|
|
Comparison: Personality - Life | 01PAST
|
|
|
|
n1 = 1072, n2 = 1072
|
|
|
|
Cohen's d: -0.31964
|
|
|
|
Effect size interpretation: small
|
|
|
|
p-value: 0.00000
|
|
|
|
|
|
|
|
Comparison: Values - Life | 01PAST
|
|
|
|
n1 = 1072, n2 = 1072
|
|
|
|
Cohen's d: -0.42622
|
|
|
|
Effect size interpretation: small
|
|
|
|
p-value: 0.00000
|
|
|
|
|
|
|
|
Comparison: Preferences - Life | 02FUT
|
|
|
|
n1 = 1054, n2 = 1054
|
|
|
|
Cohen's d: -0.27911
|
|
|
|
Effect size interpretation: small
|
|
|
|
p-value: 0.00000
|
|
|
|
|
|
|
|
Comparison: Personality - Values | 02FUT
|
|
|
|
n1 = 1054, n2 = 1054
|
|
|
|
Cohen's d: 0.09213
|
|
|
|
Effect size interpretation: negligible
|
|
|
|
p-value: 0.00531
|
|
|
|
|
|
|
|
Comparison: Personality - Life | 02FUT
|
|
|
|
n1 = 1054, n2 = 1054
|
|
|
|
Cohen's d: -0.24666
|
|
|
|
Effect size interpretation: small
|
|
|
|
p-value: 0.00000
|
|
|
|
|
|
|
|
Comparison: Values - Life | 02FUT
|
|
|
|
n1 = 1054, n2 = 1054
|
|
|
|
Cohen's d: -0.33596
|
|
|
|
Effect size interpretation: small
|
|
|
|
p-value: 0.00000
|
|
|
|
|
|
|
|
\[1] "\\n=== **COHEN'S D FOR THREE-WAY INTERACTION** ==="
|
|
|
|
\[1] "The pairwise comparisons show the TIME effects within each TEMPORAL\_DO × DOMAIN combination:"
|
|
|
|
**TEMPORAL\_DO = 01PAST, DOMAIN = Preferences:**
|
|
|
|
**contrast estimate SE df t.ratio p.value**
|
|
|
|
**Past - Future 0.3638060 0.1061305 3523.81 3.428 0.0006**
|
|
|
|
|
|
|
|
**TEMPORAL\_DO = 02FUT, DOMAIN = Preferences:**
|
|
|
|
**contrast estimate SE df t.ratio p.value**
|
|
|
|
**Past - Future 0.2580645 0.1070329 3523.81 2.411 0.0160**
|
|
|
|
|
|
|
|
**TEMPORAL\_DO = 01PAST, DOMAIN = Personality:**
|
|
|
|
**contrast estimate SE df t.ratio p.value**
|
|
|
|
**Past - Future 0.4757463 0.1061305 3523.81 4.483 <.0001**
|
|
|
|
|
|
|
|
**TEMPORAL\_DO = 02FUT, DOMAIN = Personality:**
|
|
|
|
**contrast estimate SE df t.ratio p.value**
|
|
|
|
**Past - Future 0.4098672 0.1070329 3523.81 3.829 0.0001**
|
|
|
|
|
|
|
|
**TEMPORAL\_DO = 01PAST, DOMAIN = Values:**
|
|
|
|
**contrast estimate SE df t.ratio p.value**
|
|
|
|
**Past - Future 0.4701493 0.1061305 3523.81 4.430 <.0001**
|
|
|
|
|
|
|
|
**TEMPORAL\_DO = 02FUT, DOMAIN = Values:**
|
|
|
|
**contrast estimate SE df t.ratio p.value**
|
|
|
|
**Past - Future 0.5104364 0.1070329 3523.81 4.769 <.0001**
|
|
|
|
|
|
|
|
**TEMPORAL\_DO = 01PAST, DOMAIN = Life:**
|
|
|
|
**contrast estimate SE df t.ratio p.value**
|
|
|
|
**Past - Future 0.5242537 0.1061305 3523.81 4.940 <.0001**
|
|
|
|
|
|
|
|
**TEMPORAL\_DO = 02FUT, DOMAIN = Life:**
|
|
|
|
**contrast estimate SE df t.ratio p.value**
|
|
|
|
**Past - Future 0.2941176 0.1070329 3523.81 2.748 0.0060**
|
|
|
|
|
|
|
|
\[1] "\\nCohen's d calculations for significant TIME effects within each TEMPORAL\_DO × DOMAIN combination:"
|
|
|
|
**TEMPORAL\_DO = 01PAST, DOMAIN = Preferences:**
|
|
|
|
Past vs Future comparison
|
|
|
|
n\_Past = 536, n\_Future = 536
|
|
|
|
**Cohen's d: 0.12574**
|
|
|
|
Effect size interpretation: negligible
|
|
|
|
p-value: 0.00062
|
|
|
|
Estimated difference: 0.36381
|
|
|
|
|
|
|
|
**TEMPORAL\_DO = 02FUT, DOMAIN = Preferences:**
|
|
|
|
Past vs Future comparison
|
|
|
|
n\_Past = 527, n\_Future = 527
|
|
|
|
**Cohen's d: 0.09256**
|
|
|
|
Effect size interpretation: negligible
|
|
|
|
p-value: 0.01596
|
|
|
|
Estimated difference: 0.25806
|
|
|
|
|
|
|
|
**TEMPORAL\_DO = 01PAST, DOMAIN = Personality:**
|
|
|
|
Past vs Future comparison
|
|
|
|
n\_Past = 536, n\_Future = 536
|
|
|
|
**Cohen's d: 0.16725**
|
|
|
|
Effect size interpretation: negligible
|
|
|
|
p-value: 0.00001
|
|
|
|
Estimated difference: 0.47575
|
|
|
|
|
|
|
|
**TEMPORAL\_DO = 02FUT, DOMAIN = Personality:**
|
|
|
|
Past vs Future comparison
|
|
|
|
n\_Past = 527, n\_Future = 527
|
|
|
|
**Cohen's d: 0.14547**
|
|
|
|
Effect size interpretation: negligible
|
|
|
|
p-value: 0.00013
|
|
|
|
Estimated difference: 0.40987
|
|
|
|
|
|
|
|
**TEMPORAL\_DO = 01PAST, DOMAIN = Values:**
|
|
|
|
Past vs Future comparison
|
|
|
|
n\_Past = 536, n\_Future = 536
|
|
|
|
**Cohen's d: 0.16420**
|
|
|
|
Effect size interpretation: negligible
|
|
|
|
p-value: 0.00001
|
|
|
|
Estimated difference: 0.47015
|
|
|
|
|
|
|
|
**TEMPORAL\_DO = 02FUT, DOMAIN = Values:**
|
|
|
|
Past vs Future comparison
|
|
|
|
n\_Past = 527, n\_Future = 527
|
|
|
|
**Cohen's d: 0.17779**
|
|
|
|
Effect size interpretation: negligible
|
|
|
|
p-value: 0.00000
|
|
|
|
Estimated difference: 0.51044
|
|
|
|
|
|
|
|
**TEMPORAL\_DO = 01PAST, DOMAIN = Life:**
|
|
|
|
Past vs Future comparison
|
|
|
|
n\_Past = 536, n\_Future = 536
|
|
|
|
**Cohen's d: 0.18584**
|
|
|
|
Effect size interpretation: negligible
|
|
|
|
p-value: 0.00000
|
|
|
|
Estimated difference: 0.52425
|
|
|
|
|
|
|
|
**TEMPORAL\_DO = 02FUT, DOMAIN = Life:**
|
|
|
|
Past vs Future comparison
|
|
|
|
n\_Past = 527, n\_Future = 527
|
|
|
|
**Cohen's d: 0.10343**
|
|
|
|
Effect size interpretation: negligible
|
|
|
|
p-value: 0.00603
|
|
|
|
Estimated difference: 0.29412
|
|
|
|
|
|
|
|
\[1] "\\n=== ANALYSIS COMPLETE ==="
|
|
|
|
\[1] "All significant and marginal effects have been analyzed with Cohen's d calculations."
|
|
|
|
|
|
|