How can we explain physician accuracy in assessing patient distress? A multilevel analysis in patients with advanced cancer
Introduction
Due to its high prevalence in cancer patients, from 22 to 58% [1], and particularly in metastatic cases [2], [3], [4], emotional distress has been endorsed as the 6th Vital Sign by the International Psycho-Oncology Society (IPOS) [5]. Routine distress screening has been strongly recommended to identify cancer patients who may need psychological or social interventions. However, systematic distress screening with validated tools is still rare [6]. Oncologists in particular may not consider distress screening an essential part of their job [7] and prefer to rely on their own clinical skills rather than using validated questionnaires [8]. Therefore, along with a continuous effort to implement routine screening, it is essential that oncologists infer patient distress accurately by themselves in order to make the necessary referrals. Besides, this ability to detect the emotions and cognitions of others accurately, also called empathic accuracy (EA) [9], has positive effects for patients, such as treatment adherence and appointment-keeping [10], [11]. Unfortunately, it seems that physicians do not perceive cancer patient distress accurately [12], [13]. To understand this phenomenon, we set out to investigate the correlates of physician EA on metastatic cancer patient distress. In fact, factors of EA have rarely been studied in a clinical setting, especially in oncology [10].
The theoretical framework of Norfolk et al. [14] guided our analyses. It was originally proposed in general practice and has been used successfully for the design and validation of physician training to develop rapport with patients [15].
In this model, the physician's empathic attitude, i.e. their willingness to understand and give room to a patient's emotions and feelings [16], is the starting point for the physician to detect patient cues concerning their thoughts and feelings. This empathic skill should lead to an accurate representation of the patient's state [17].
The model also specifies the importance of patient or physician-patient relationship variables. An important variable when applying this general model to our purpose is the patient's distress level. Indeed, a study of advanced cancer patients suggested that higher patient distress is more frequently detected and addressed by oncologists [18], probably because it is more visible than moderate distress. Therefore, we expected EA to increase with patient distress. However, this link could be moderated by two variables in Norfolk's model.
The first one is patient expressive suppression, i.e. the inhibition of ongoing emotion-expressive behavior [19]. Previous experimental research supports the importance of a person's verbal and non-verbal disclosure in allowing a ‘perceiver’ to detect his/her emotions [20], [21], [22], [23]. This should be true in a naturalistic clinical setting. Therefore, patient expressive suppression should be a barrier to physician EA, particularly in the case of high distress where the gap between a patient's actual and visible state can be large.
The second potential moderator is rapport. Defined as the connection between patient and physician and their mutual commitment to the relationship, rapport is essential for effective clinical communication [24]. Without it, patients would not feel at ease in expressing their emotions and/or physicians would pay less attention to patient cues. Consequently, poor rapport is expected to relate to lower EA, particularly again in the case of high patient distress where the EA gap can become huge.
To summarize, following the model of Norfolk et al. [14], the hypothesized correlates of EA were physician empathic positive attitude, higher self-efficacy in empathic skills, as well as lower patient expressive suppression and physician perception of low rapport as moderators of the link between patient distress and EA.
Section snippets
Inclusion criteria
Inclusion criteria for physicians were working in a cancer ward or in a palliative care unit and treating patients meeting the following inclusion criteria: age over 18 years, metastatic cancer from and beyond the 4th line of chemotherapy for primary breast cancer, and from and beyond the 2nd line of chemotherapy for any other type of primary cancer. Second and 4th lines of chemotherapy were chosen to reach patients likely to have symptoms of their disease, often associated with distress.
Descriptive results
The mean for the physicians’ confidence in their ability to detect distress was 5.2 (SD = 0.9), they reported on average very good relationships with their patients (5.7/7, SD = 1.1), and they overestimated patient distress by 2.77 points on average (SD = 2.06; Table 2).
Physician effects, Models 0 and 1
The ICC computed from the empty model (Table 3) was 4%. This means that almost all the variance in the outcome depends on level 1 variables and not on physician variables. In Model 1, neither physician empathic attitude nor
Discussion
At the physician level, only physician-reported quality of rapport with the patient was related to EA. Physicians with a high rapport on average demonstrated high EA on average. At the patient level, patient distress interacted with both patient expressive suppression and physician-perceived quality of rapport with the patient to explain levels of EA. However, contrary to our hypothesis, for high patient distress, physician-perceived good rapport appeared to impede EA.
The theoretical model
Conflict of interest
None declared.
Acknowledgments
This study was supported by INCA SHS 2008 and 2009 awarded to Serge Sultan and Anne Brédart. It was conducted when the first author was a postdoctoral fellow at Université Paris Descartes and the Institut Curie. The first author also thanks the Institut Curie and the SIRIC ONCOLille, Grant INCa-DGOS-Inserm 6041, for their support during the writing of the article.
References (57)
Clinicians’ accuracy in perceiving patients: its relevance for clinical practice and a narrative review of methods and correlates
Patient Educ Couns
(2011)- et al.
The workload of general practitioners does not affect their awareness of patients’ psychological problems
Patient Educ Couns
(2007) - et al.
Negative emotions in cancer care: do oncologists’ responses depend on severity and type of emotion?
Patient Educ Couns
(2009) - et al.
Évaluation de deux stratégies de régulation émotionnelle: la suppression expressive et la réévaluation cognitive[nl]Assessment of two emotional regulation processes: expressive suppression and cognition reevaluation
Eur Rev Appl Psychol
(2009) A practical guide to multilevel modeling
J School Psychol
(2010)- et al.
Mind-reading ability: beliefs and performance
J Res Pers
(2003) - et al.
Observer-rated rapport in interactions between medical students and standardized patients
Patient Educ Couns
(2009) - et al.
Measuring the impact of nurse cue-response behaviour on cancer patients’ emotional cues
Patient Educ Couns
(2011) - et al.
Feedback of information in the empathic accuracy of sport coaches
Psychol Sport Exerc
(2010) Risk factors: prevalence and predictors of distress
(2013)
Distress screening in oncology-evaluation of the Questionnaire on Distress in Cancer Patients-short form (QSC-R10) in a German sample
Psychooncology
Psychosocial distress in acute cancer patients assessed with an expert rating scale
Support Care Cancer
Prevalence of psychological distress and use of support services by cancer patients at Sydney hospitals
Aust N Z J Psychiatry
Distress, the 6th vital sign in cancer care: caring for patients’ emotional needs: what does this mean and what helps?
Psycho-Oncologie
Screening for Distress, the 6th Vital Sign: where are we, and where are we going?
Psychooncology
The detection and management of emotional distress in cancer patients: the views of health-care professionals
Psychooncology
Acceptability of common screening methods used to detect distress and related mood disorders – preferences of cancer specialists and non-specialists
Psychooncology
Its links to clinical, cognitive, developmental, social, and physiological psychology
Physicians’ understanding of patients’ personal representations of their diabetes: accuracy and association with self-care
Psychol Health
Patient versus clinician symptom reporting: how accurate is the detection of distress in the oncologic after-care?
Psychooncology
How successful are oncologists in identifying patient distress, perceived social support, and need for psychosocial counselling
Br J Cancer
The role of empathy in establishing rapport in the consultation: a new model
Med Educ
Developing therapeutic rapport: a training validation study
Qual Prim Care
Physician empathy: definition, components, measurement, and relationship to gender and specialty
Am J Psychiatry
Individual differences in two emotion regulation processes: implications for affect, relationships, and well-being
J Pers Soc Psychol
Unpacking the informational bases of empathic accuracy
Emotion
Sources of accuracy in the empathic accuracy paradigm
Emotion
The differential contribution of facial expressions, prosody, and speech content to empathy
Cogn Emot
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