TY - JOUR
T1 - Factors affecting physicians' intentions to communicate personalized prognostic information to cancer patients at the end of life
T2 - An experimental vignette study
AU - Han, Paul K.J.
AU - Dieckmann, Nathan F.
AU - Holt, Christina
AU - Gutheil, Caitlin
AU - Peters, Ellen
N1 - Publisher Copyright:
© Society for Medical Decision Making.
PY - 2016/8/1
Y1 - 2016/8/1
N2 - Purpose. To explore the effects of personalized prognostic information on physicians' intentions to communicate prognosis to cancer patients at the end of life, and to identify factors that moderate these effects. Methods. A factorial experiment was conducted in which 93 family medicine physicians were presented with a hypothetical vignette depicting an end-stage gastric cancer patient seeking prognostic information. Physicians' intentions to communicate prognosis were assessed before and after provision of personalized prognostic information, while emotional distress of the patient and ambiguity (imprecision) of the prognostic estimate were varied between subjects. General linear models were used to test the effects of personalized prognostic information, patient distress, and ambiguity on prognostic communication intentions, and potential moderating effects of 1) perceived patient distress, 2) perceived credibility of prognostic models, 3) physician numeracy (objective and subjective), and 4) physician aversion to risk and ambiguity. Results. Provision of personalized prognostic information increased prognostic communication intentions (P < 0.001, η2 = 0.38), although experimentally manipulated patient distress and prognostic ambiguity had no effects. Greater change in communication intentions was positively associated with higher perceived credibility of prognostic models (P = 0.007, η2 = 0.10), higher objective numeracy (P = 0.01, η2 = 0.09), female sex (P = 0.01, η2 = 0.08), and lower perceived patient distress (P = 0.02, η2 = 0.07). Intentions to communicate available personalized prognostic information were positively associated with higher perceived credibility of prognostic models (P = 0.02, η2 = 0.09), higher subjective numeracy (P = 0.02, η2 = 0.08), and lower ambiguity aversion (P = 0.06, η2 = 0.04). Conclusions. Provision of personalized prognostic information increases physicians' prognostic communication intentions to a hypothetical end-stage cancer patient, and situational and physician characteristics moderate this effect. More research is needed to confirm these findings and elucidate the determinants of prognostic communication at the end of life.
AB - Purpose. To explore the effects of personalized prognostic information on physicians' intentions to communicate prognosis to cancer patients at the end of life, and to identify factors that moderate these effects. Methods. A factorial experiment was conducted in which 93 family medicine physicians were presented with a hypothetical vignette depicting an end-stage gastric cancer patient seeking prognostic information. Physicians' intentions to communicate prognosis were assessed before and after provision of personalized prognostic information, while emotional distress of the patient and ambiguity (imprecision) of the prognostic estimate were varied between subjects. General linear models were used to test the effects of personalized prognostic information, patient distress, and ambiguity on prognostic communication intentions, and potential moderating effects of 1) perceived patient distress, 2) perceived credibility of prognostic models, 3) physician numeracy (objective and subjective), and 4) physician aversion to risk and ambiguity. Results. Provision of personalized prognostic information increased prognostic communication intentions (P < 0.001, η2 = 0.38), although experimentally manipulated patient distress and prognostic ambiguity had no effects. Greater change in communication intentions was positively associated with higher perceived credibility of prognostic models (P = 0.007, η2 = 0.10), higher objective numeracy (P = 0.01, η2 = 0.09), female sex (P = 0.01, η2 = 0.08), and lower perceived patient distress (P = 0.02, η2 = 0.07). Intentions to communicate available personalized prognostic information were positively associated with higher perceived credibility of prognostic models (P = 0.02, η2 = 0.09), higher subjective numeracy (P = 0.02, η2 = 0.08), and lower ambiguity aversion (P = 0.06, η2 = 0.04). Conclusions. Provision of personalized prognostic information increases physicians' prognostic communication intentions to a hypothetical end-stage cancer patient, and situational and physician characteristics moderate this effect. More research is needed to confirm these findings and elucidate the determinants of prognostic communication at the end of life.
KW - affect and emotion
KW - numeracy
KW - physician-patient communication
KW - provider decision making
KW - risk communication or risk perception
KW - shared decision making
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U2 - 10.1177/0272989X16638321
DO - 10.1177/0272989X16638321
M3 - Article
C2 - 26985015
AN - SCOPUS:84977090447
SN - 0272-989X
VL - 36
SP - 703
EP - 713
JO - Medical Decision Making
JF - Medical Decision Making
IS - 6
ER -