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_Itealev_4 88 Design df administrators AGE_T analytical model ATTRIT3 SATSFCTN attrition of K-12 attrition rates baseslry career satisfaction Category Chi-Square Test concerns about student current study D-B null dependent variables Design-based ESTIMATED RESIDUAL VARIANCES estimation sample factor4 Fl F2 hrsall indicated influence job attributes job satisfaction job/career satisfaction K-12 music teachers latent variables LEVELEDU Likert scale lr null running minenr2 model fit Mplus music education music teacher opinions null running tabulate Number of obs Odds Ratio Std opinions and perceptions Ordered logistic regression OTHEARN P-Value Paucity of concerns percent lr null percentages Likelihood ratio relationships Replications Results Root Mean Square row percent lr row percentages Likelihood SASS schsize statistical stayers stratified sampling structural equation model subject areas Survey tabulate on estimation Taylor series taystrat teacher attributes teacher retention teaching positions totexper turnover and attrition WLSMV workplace WRMR XI XI