$emmeans Role emmean SE df lower.CL upper.CL t.ratio p.value Pilot 20.5 0.296 60 19.9 21.1 69.323 <.0001 Solo 18.9 0.285 60 18.4 19.5 66.523 <.0001 Navigator 20.0 0.297 60 19.4 20.6 67.136 <.0001 Degrees-of-freedom method: containment Confidence level used: 0.95 $contrasts contrast estimate SE df lower.CL upper.CL t.ratio p.value Pilot - Solo 1.604 0.218 1014 1.0922 2.11 7.360 <.0001 Pilot - Navigator 0.562 0.224 1014 0.0362 1.09 2.509 0.0328 Solo - Navigator -1.042 0.218 1014 -1.5534 -0.53 -4.779 <.0001 Degrees-of-freedom method: containment Confidence level used: 0.95 Conf-level adjustment: tukey method for comparing a family of 3 estimates P value adjustment: tukey method for comparing a family of 3 estimates