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. 2021 Nov 30;50(5):1511–1526. doi: 10.1177/03057356211050681

Table 1.

Mixed Effects Models for the Dependent Variables Inclusion of Other in the Self (IOS) and Well-Being Investigating the Effects of the Independent Variables Movement, Music, and Empathy in Study 1.

Model AIC BIC Marg. R2 Cond. R2 Model fit improvement
χ2(df) p
Dependent variable: IOS
 M0: IOS null model 8,345 8,359 .234
 M1: IOS ~ movement (vs. M0) 7,845 7,869 .318 .615 503.52 (2) <.001
 M2: IOS ~ movement + music (vs. M1) 7,843 7,872 .320 .617 4.27 (1) .039
 M3: IOS ~ movement × music (vs. M2) 7,846 7,884 .320 .617 0.90 (2) .637
 M4: IOS ~ movement + music + empathy (vs. M2) 7,845 7,878 .319 .618 0.02 (1) .881
M5: IOS ~ movement+music × empathy (vs. M2) 7,837 7,875 .323 .623 10.33 (2) .006
 M6: IOS ~ movement × music × empathy (vs. M5) 7,847 7,914 .323 .622 1.25 (6) .974
Dependent variable: Well-being
 M0: Well-being null model 8,175 8,189 .205
 M1: Well-being ~ movement (vs. M0) 8,001 8,025 .143 .376 177.40 (2) <.001
 M2: Well-being ~ movement + music (vs. M1) 7,967 7,996 .168 .405 35.97 (1) <.001
 M3: Well-being ~ movement × music (vs. M2) 7,968 8,007 .170 .407 3.05 (2) .217
 M4: Well-being ~ movement + music + empathy (vs. M2) 7,969 8,003 .167 .407 0.03 (1) .863
M5: Well-being ~ movement+music × empathy (vs. M2) 7,957 7,996 .177 .417 14.02 (2) <.001
 M6: Well-being ~ movement × music × empathy (vs. M5) 7,966 8,033 .178 .418 3.70 (6) .718

AIC: Akaike information criterion; BIC: Bayesian information criterion; IOS: inclusion of other in the self.

All models included a random effect for participants. The Akaike information criterion (AIC), Bayesian information criterion (BIC), variance explained by fixed effects (marginal R2), and variance explained by fixed and random effects (conditional R2) are provided. χ2 and p values refer to model comparisons against models indicated in parentheses using likelihood ratio tests. For both dependent variables, model M5 describes the data best (marked in bold).