Table 2

Model fit indices and model comparisons

ModelD-separation criteriaModel fitComparison to model 1
χ2dfTLIRMSEASRMRΔχ2(df)ΔTLI
1. Partial mediationmet984.44550.8200.0710.069  
2. No mediationnot met1221.74590.7400.0840.171237.3(4)0.078
3. Full mediationnot met992.64580.8300.0710.0718.1(4)0.000
4. Full mediation with PCOV- > PE path added*met985.14580.8200.0700.0700.6(3)−0.002

Note(s): We used D-separation as a formal procedure for determining conditional independence based on the causal Bayesian network underlying the model to detect model misspecification. *We unrestricted the PCOV-- > PE path parameter to meet the D-separation criteria

Source(s): Authors’ own elaboration

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