$emmeans Role emmean SE df lower.CL upper.CL Pilot 20.4 0.342 61 19.7 21.1 Solo 19.1 0.323 61 18.4 19.7 Navigator 20.1 0.342 61 19.4 20.8 Results are averaged over the levels of: PersonalityCluster Degrees-of-freedom method: containment Confidence level used: 0.95 $contrasts contrast estimate SE df t.ratio p.value Pilot - Solo 1.303 0.237 1016 5.507 <.0001 Pilot - Navigator 0.312 0.251 1016 1.245 0.4271 Solo - Navigator -0.991 0.236 1016 -4.193 0.0001 Results are averaged over the levels of: PersonalityCluster Degrees-of-freedom method: containment P value adjustment: tukey method for comparing a family of 3 estimates