Code
estimate
Output
Analysis of raw data:
-- es_meta --
effect_label moderator_variable_name moderator_variable_level
x.flip My effect setting Overall
1 My effect setting In-Person
2 My effect setting Online
effect_size LL UL SE k diamond_ratio
x.flip 0.5579311 0.11751343 0.9983488 0.2247070 4 1
1 0.7654911 -0.02552414 1.5565063 0.4035866 2 1
2 0.4646801 -0.06551995 0.9948802 0.2705152 2 1
diamond_ratio_LL diamond_ratio_UL I2 I2_LL I2_UL PI_LL
x.flip 1 5.079969 0 0 94.67705 0.11751343
1 1 17.550734 0 0 99.65651 -0.02552414
2 1 26.193770 0 0 99.58311 -0.06551995
PI_UL p width FE_effect_size RE_effect_size FE_CI_width
x.flip 0.9983488 0.01303079 0.8808354 0.5579311 0.5579311 0.8808354
1 1.5565063 0.05786481 1.5820305 0.7654911 0.7654911 1.5820305
2 0.9948802 0.08584046 1.0604001 0.4646801 0.4646801 1.0604001
RE_CI_width
x.flip 0.8808354
1 1.5820305
2 1.0604001
-- es_heterogeneity --
effect_label moderator_variable_name moderator_level measure
1 My effect setting Overall Diamond Ratio
11 My effect setting In-Person Diamond Ratio
12 My effect setting Online Diamond Ratio
H^2 My effect setting Overall H^2
H^21 My effect setting In-Person H^2
H^22 My effect setting Online H^2
I^2(%) My effect setting Overall I^2(%)
I^2(%)1 My effect setting In-Person I^2(%)
I^2(%)2 My effect setting Online I^2(%)
tau My effect setting Overall tau
tau1 My effect setting In-Person tau
tau2 My effect setting Online tau
tau^2 My effect setting Overall tau^2
tau^21 My effect setting In-Person tau^2
tau^22 My effect setting Online tau^2
estimate LL UL
1 1 1 5.079969
11 1 1 17.550734
12 1 1 26.193770
H^2 1 1 18.786568
H^21 1 1 291.125405
H^22 1 1 239.872084
I^2(%) 0 0 94.677048
I^2(%)1 0 0 99.656505
I^2(%)2 0 0 99.583111
tau 0 0 2.200472
tau1 0 0 10.000000
tau2 0 0 10.000000
tau^2 0 0 4.842076
tau^21 0 0 100.000000
tau^22 0 0 100.000000
[1] "As of version 1.0.2 esci has implemented an improved method for calculating the CI for the diamond ratio; these will no longer match those presented in the 2nd edition of <i>Introduction to the New Statistics</i>."
-- es_meta_difference --
type effect_label moderator_variable_name moderator_level
Comparison Comparison My effect setting Online
Reference Reference My effect setting In-Person
Difference Difference My effect setting Online ‒ In-Person
effect_size LL UL SE p
Comparison 0.4646801 -0.06551995 0.9948802 0.2705152 0.08584046
Reference 0.7654911 -0.02552414 1.5565063 0.4035866 0.05786481
Difference -0.3008110 -1.25308049 0.6514585 0.4858607 0.53583069
Note: LL and UL are lower and upper boundaries of confidence intervals with 95% expected coverage.
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