Table 3

Mediating variables and covariates

ConstructSpecific measureSourceTiming
Variables mediating patient engagement
Family member presentObservation: Was a family member present during clinic visit?Audio recordingClinic visit
MD endorsement of QPLObservation: no endorsement, any endorsement, extensive endorsementAudio recordingClinic visit
QPL intervention penetranceTo patient: ‘Did you receive information in the mail to prepare you for your appointment with the surgeon?’ (yes/no/uncertain)PatientFirst questionnaire
Variables mediating psychological well-being
Surgical complicationsNational Surgical Quality Improvement Project definition (yes/no)Chart reviewThird questionnaire
Advance directiveNew advance directive completed or prior advance directive documented in patient chart (yes/no)Chart reviewThird questionnaire
DNRNew DNR order placed or existing DNR order documented in patient chart (yes/no)Chart reviewThird questionnaire
Covariates
Comorbid illnessCharlson comorbidity scoreChart reviewClinic visit
Indication for surgeryPatient’s presenting problemChart reviewClinic visit
MD subspecialtyOncology or vascular subspecialtySurgeonClinic visit
MD practice intensityAverage number of operations surgeon performs monthlyOperative log3-month lead-in
Patient insurance statusMedicare, Medicare + Supplemental, Medicare+Medicaid, otherChart reviewClinic visit
Patient demographicsAge, gender, race/ethnicity, educational attainment, health literacyPatientFirst questionnaire
MD demographicsLanguages spoken, age, gender, race/ethnicitySurgeonClinic visit
  • DNR, do not resuscitate; MD, medical doctor; QPL, question prompt list.