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The Impact of Patient-Centered Care on Outcomes
METHODS: We selected 39 family physicians at random, and 315 of their patients participated. Office visits were audiotaped and scored for patient-centered communication. In addition, patients were asked for their perceptions of the patient-centeredness of the visit. The outcomes were: (1) patients’ health, assessed by a visual analogue scale on symptom discomfort and concern; (2) self-report of health, using the Medical Outcomes Study Short Form-36; and (3) medical care utilization variables of diagnostic tests, referrals, and visits to the family physician, assessed by chart review. The 2 measures of patient-centeredness were correlated with the outcomes of visits, adjusting for the clustering of patients by physician and controlling for confounding variables.
RESULTS: Patient-centered communication was correlated with the patients’ perceptions of finding common ground. In addition, positive perceptions (both the total score and the subscore on finding common ground) were associated with better recovery from their discomfort and concern, better emotional health 2 months later, and fewer diagnostic tests and referrals.
CONCLUSIONS: Patient-centered communication influences patients’ health through perceptions that their visit was patient centered, and especially through perceptions that common ground was achieved with the physician. Patient-centered practice improved health status and increased the efficiency of care by reducing diagnostic tests and referrals.
Being patient centered is a core value of medicine for many physicians. The principles of patient-centered medicine date back to the ancient Greek school of Cos, which was interested in the particulars of each patient.1 More recently similar concepts have arisen in a variety of fields of human endeavor: the concept of physical diagnosis and deeper diagnosis of Balint,2 the client-centered therapy of Rogers,3 the total-person approach to patient problems in nursing of Neuman and Young,4 the biopsychosocial model of Engel,5 and the disease- versus patient-centered medical practice of Byrne and Long.6 In the past decade the patient-centered concepts of Gerteis and colleagues7 have been applied to the hospital setting.
In the setting of primary care, and specifically family practice, patient-centered concepts incorporate 6 interactive components. The first component is the physician’s exploration of both the patients’ disease and 4 dimensions of the illness experience including: their feelings about being ill, their ideas about what is wrong with them, the impact of the problem on their daily functioning, and their expectations of what should be done. The second component is the physician’s understanding of the whole person. The third component is the patient and physician finding common ground regarding management. In the fourth component the physician incorporates prevention and health promotion into the visit. The fifth component is the enhancement of the patient-physician relationship. Finally, the sixth component requires that patient-centered practice be realistic. Our study addresses the first 3 of these components. Being patient centered does not mean that physicians abdicate control to the patient8 but rather that they find common ground in understanding the patients and more fully respond to their unique needs.9
What are the benefits of being patient centered? Previous research of specific communication variables indicates that patient-centered encounters result in: (1) the duration of the office visit remaining the same10,11 (2) better patient satisfaction,12 (3) higher physician satisfaction,10 and (4) fewer malpractice complaints.13 We focus on 2 other outcomes: patients’ health and efficiency of care.
Methods
Our study was designed to test the hypothesis that adult patients whose first visit in an episode of illness is patient centered will, by 2 months after the first visit: (1) more frequently demonstrate recovery from the symptom (and recovery from the concern about the symptom); (2) demonstrate better self-reported health; and (3) experience less subsequent medical care (ie, fewer visits, diagnostic tests, and referrals), compared with patients whose visit is not patient centered.
Data Collection and Participants
For our observational cohort study data were collected at 5 points: (1) the research assistant identified eligible patients in the physician’s office before the visit; (2) the office encounter was audiotaped and scored for patient-centered communication; (3) the research assistant held a postencounter interview with the patient; (4) we assessed, by chart review, the use of medical care during the 2-month follow-up; and (5) we conducted a follow up telephone interview with patients 2-months after the encounter.
Physician Selection. Physicians were recruited from the 250 family physicians practicing in London, Ontario, Canada, and the surrounding area. They were randomized within strata to ensure a representative sample in terms of year of graduation and geographic location and were selected using a modified version of the method of Borgiel and colleagues.14
Patients. We approached patients who were older than 18 years and had 1 or more recurring problems who presented to their physician’s office. Patients were excluded if they were too ill or disabled to answer questions, had no presenting problem, were in the office for counseling, were accompanied by another person, were not fluent in English, were hard of hearing, or were cognitively impaired. They were approached before they saw the physician and were blind to the study hypotheses.
Sample Size Estimation. The sample size required for correlations of 0.20 to be detected with an a set at 0.05 (2 tailed) and a b set at 0.10 was 25915 patients. Further inflation by 10% to account for the effect of clustering on multiple regression16 was thought to be reasonable (259÷0.9=288). Expecting 75% to cooperate, we aimed to approach 384 patients (288÷0.75).
Measures*
Measure of Patient-Centered Communication Score. The patient-centered communication score is based on 3 of the 6 components of the model of patient-centered medicine.17-20 The first component (exploring the disease and the illness experience) received a high score when the physician explored the patients’ symptoms, prompts, feelings, ideas, function, and expectations. The second component (understanding the whole person) received a high score when the physician elicited and explored issues relating to life cycle, personality, or life context, including family. The third component (finding common ground) received a high score when the physician clearly described the problem and the management plan, answered questions about them, and discussed and agreed on them with the patient. Scoring sheets and procedures are described in detail elsewhere.21 Scores could range from 0 (not at all patient centered) to 100 (very patient centered).
Interrater reliability has been established in earlier versions of the measure and for the current version (r=0.69, 0.84, and 0.80 among 3 raters,22 0.91 among 2 raters,23 and 0.83 for n=19 for our study). Intrarater reliability was 0.73 (n=20).
Correlations with global scores encompassing the 3 components supported the validity of the score (0.63 in an earlier study23 and 0.85 for our study, n=46).
Patient Perception of Patient-Centeredness. Based on the patient-centered model, a series of 14 items developed and validated in previous studies24,25 were used to assess the patients’ postencounter perceptions of how patient centered the interaction with the physician had been.† Items were averaged into: total score, a subscore on exploring the disease and illness experience, and finding common ground. Low scores represented patient centeredness.
Patient Recovery from Discomfort and Concerns. The primary health outcome was the recovery measure based on the patients’ self-administered report on visual analogue scales (VAS) of the severity of the symptom they identified as the main presenting problem and their concern about that problem at 2 points: the postencounter interview and the follow-up 2 months later.26,27 VAS have been tested for reliability and validity in studies of pain and nausea (correlation of 0.75 with an intensity score).26 Each of the symptom recovery variables was continuous.
Patient Health Status. The Medical Outcomes Study Short Form-36 (SF-36) was used to assess self-reported secondary health outcomes. This valid and reliable measure18 is a multidimensional assessment of: physical health, mental health, perception of health, social health, pain, and role function. All were continuous variables except role function, for which the distribution of scores necessitated dichotomizing.
Medical Care. The care provided during the 2 months following the audiotaped encounter was assessed by chart review (adapted from Bass and coworkers24) by 3 medical doctors (I.R.M., J.O., J.J.) blind to the identity of the family physician and the patient, and also to the patient-centered scores. Items abstracted were: the total number of visits during the 2 months (continuous variable); the number and kind of diagnostic tests ordered during the 2 months that were relevant to the problems presented at the audiotaped visit (dichotomous); and the number and kinds of referrals made during the 2 months that were relevant to the problems presented at the audiotaped visit (dichotomous).
Analysis. The hypotheses were tested using multiple regression for continuous outcomes and multiple logistic regression for dichotomous outcomes,29 both adjusted for the effect of the clustering of patients by physician using “procedure mixed” in SAS for continuous outcomes and using both “procedure logistic” and “procedure IML” in SAS for dichotomous outcomes.30 The unit of analysis was the patient.
The following confounding variables were included in preliminary multivariable analyses on the basis of their univariable relationships with outcomes at the level of P <.10: age, sex, number of family members at home, desire to share feelings, who initiated the visit, tense personality, coping skills, concomitant health problems, social support, marital status (married vs other), concomitant life problems, number of visits to the physician in the previous 12 months, and main problem (1 of 5 groups: digestive, musculoskeletal, respiratory, skin, and other).
Because of substantial sample attrition with so many covariates, and because only 2 variables were consistently associated with the outcome measures, each subsequent multivariable analysis was conducted with each of the primary independent variables and the 2 covariates (patients’ main presenting problem and marital status).
Results
Descriptive Results
Of the 102 randomly selected family physicians, 83 were eligible because they were still practicing in the area and had adequate office space to accommodate the research assistant. Of these, 39 (47%) agreed to participate and completed the data collection. The participants were similar to the refusers [Table 1] in year of graduation, practice location (rural or urban; high or low socioeconomic status) and sex; however, participants were significantly more likely to be certificants of the College of Family Physicians of Canada than refusers (59% and 27%, respectively; P=.007).
Of 464 eligible patients, 334 (72%) agreed to participate. Nineteen (~6%) were lost to the study. The final 315 participants represented an overall participation rate of 68%; their age was representative of the eligible patients, but there was a higher proportion of men than in the total group of eligible patients.
[Table 2] shows that the slim majority of final participants were women, and most were middle aged and married. Typical of the city, approximately 4 in 10 had more than a high school education. The most common presenting problems were respiratory in nature.
[Table 3] shows the descriptive results for key variables.
Hypothesis Testing Results
The patient-centered communication scores (based on the audiotape analysis) were not significantly related to any of the health outcomes after adjusting for the clustering of patients within practices and after controlling for the 2 confounding variables. Similarly, patient-centered communication scores were not related to any of the 3 medical care outcomes.
Patient-centered communication scores (based on the audiotape analysis) were significantly correlated in the expected direction, with patient perceptions that the patient and physician found common ground (r =-0.16; P=.01). High scores (indicating very patient-centered communication) were correlated with low patient perception scores (indicating patient-centeredness). The 2 other patient perception scores (total patient perception score and the subscore on patient perception that the illness experience was explored) were not significantly associated with patient-centered communication scores.
The total score of patients’ perceptions that the visit was patient centered was associated with positive health outcomes after adjusting for the clustering of patients within practices and after controlling for the 2 confounding variables [Table 4]. Patients’ postencounter levels of discomfort were lower when they perceived the visit to have been patient centered than not.
A similar result occurred for 2 other patient health outcomes: the patients’ postencounter level of concern (P=.02), and the mental health dimension of the SF-36 measure assessed 2 months after the study visit (P=.05). The subscore of patient perceptions that the patient and physician found common ground was associated with one of the health outcomes, the patients’ postencounter level of concern (P=.04). There were no significant associations of the subscore on patients’ perceptions that the illness experience had been explored with any of the patient health outcome measures.
Patients who perceived that their visit had been patient centered received fewer diagnostic tests [Table 5] and referrals [Table 6] in the subsequent 2 months. The proportion receiving diagnostic tests rose from 14.6% in the group who perceived that the visit had been patient centered (total score), to 24.3% in the group who perceived the visit was not. The proportion who were referred doubled from approximately 8% to 16%. These relationships were found even more strongly for the subscore on patient perceptions that the patient and the physician found common ground, but were not found for the subscore on patient perceptions that their illness experience had been explored. The proportion receiving diagnostic tests quadrupled from 4.1% in the group who perceived that the patient and the physician found common ground, to 25.4% in the group who perceived that common ground had not been attained. The proportion who were referred doubled from 6.1% to 14.9%. The number of visits by the patient to the family physician during the subsequent 2 months was not significantly related to the patient perceptions of patient centeredness, although there was a trend (P=.11) with the average number of visits in 2 months in the 4 quartiles of patient perceptions as follows: 1.0, 0.8, 1.2, and 1.3.
Discussion
Pathway to Improved Patient Outcomes
Patient-centered practice was associated with improved patients’ health status and increased efficiency of care (reduced diagnostic tests and referrals). However, only 1 of the 2 measures of patient-centered practice showed this result, the measure of patients’ perceptions of the patient centeredness of the visit. The measure that was based on ratings of audiotaped physician-patient interactions, while related to the patients’ perception, was not directly related to health status or efficiency.
The relationship of patients’ perceptions of patient centeredness with their health and efficiency of care was both statistically and clinically significant. Specifically, recovery was improved by 6 points on a 100-point scale; diagnostic tests and referrals were half as frequent if the visit was perceived to be patient centered.
The associations we found may imply a potentially important pathway (which could be tested in future trials), such as the one shown in the [Figure]. The pathway suggests a process through which patient-physician communication influences patients’ health, by first influencing the patients’ perceptions of being a full participant in the discussions during the encounter. Such a pathway has been noted by Sobel, whose review suggested a pathway to explain the lack of a direct relationship between patient education programs and patient health where there was a relationship between patient perceptions about their health and health outcomes. Sobel called this pathway “a biology of self-confidence.”31 He and others32 stress the critical role of patient perceptions in the healing process, which highlight that a person’s subjective experience influences biology.
How do we understand the results that show the ratings of the audiotape were not directly related to the outcomes, but the patient-centered perception measure was related to outcomes? One interpretation is that observable skills are not as important as patient perceptions. Although there is some evidence that skills training can improve both physicians’ behavior and patients’ health,33 our findings and those of Bensing and Sluijs34 indicate that differences in interviewing skills may not be associated with patient responses. Physicians may learn to go through the motions of patient-centered interviewing without understanding what it means to be a truly attentive and responsive listener. The implications of the current findings for educators are that education about communication should go well beyond skills training to a deeper understanding of what it means to be a responsive partner for the patient, during both that phase of the visit in which the problem is discussed and when the discussion of treatment options occurs. Two examples of such education approaches are: small group discussions between patients and physicians to illustrate the patients’ experiences and needs, and reviews of videotaped interviews with standardized patients participating in the review. Placing prime importance on the patients’ perceptions recognizes the influence of these perceptions on the patients’ subsequent health and epitomizes being truly patient centered.
Views that the visit was patient centered included perceptions about the discussion of the problem (exploring the illness experience) as well as discussion and agreement about treatment options (finding common ground). There is a substantial body of research supporting the importance of these discussions. The Headache Study found that patients’ perceptions that a full discussion of the problem had taken place predicted resolution of headaches after 1 year.34 In keeping with our results, which found that finding common ground was more strongly associated with outcomes than exploring the illness experience, Riccardi and Kurtz36 stressed that the physicians’ explanation to the patients was the crucial phase of the visit. Also, a key outcome study has found that patient agreement with the physician about the nature of the treatment and the need for follow-up were strongly associated with their recovery.37
Efficiency of Medical Care
We found that patient-centered practice (assessed by patients’ perceptions) was associated with the efficiency of care by reducing subsequent diagnostic tests and referrals by half, after controlling for key confounding variables. These results were both statistically significant and clinically significant. Also, the number of subsequent visits to the family physician was lower (although not significantly) when the patient perceived the study visit to be patient centered. Efficiency in health service delivery was also found in a randomized trial of compassionate care in the emergency department setting with homeless patients.38 In their study of continuity of care in Norwegian general practice, Hjortdahl and Borchgrevink39 found that diagnostic tests were 10 times more likely to be ordered for patients about whom physicians reported the least previous knowledge compared with patients in whom they had reported fullest knowledge. Also, patients had only half the chance of being referred if their physicians knew them and their history.38
One possible interpretation of the results of our study is that patient-centered physicians order fewer tests and refer less often. However, countering this interpretation is the fact that individual physicians in our study showed a range of patient-centered scores, as well as a range in test ordering and referral. In addition, the statistical analysis took account of the clustering of patients within a physician’s practice.
An alternative interpretation is that patients’ perceptions may influence resource use in several ways. For example, increased participation during the visit may reduce patients’ anxiety and their perceived need for investigations and referrals. Alternatively, patients’ perception that the physician has not understood their problem may provoke insecurities resulting in a request for further medical interventions. Also, if patients openly express their discontent with the encounter there may be an increase in physicians’ anxiety and a lowering of their threshold for diagnostic uncertainty, resulting in further investigations and referrals.
Certainly the finding that the failure to be patient centered (as perceived by the patient) was related to higher rates of referral and diagnostic tests should be a concern for medical education and health care policy. Perhaps of most importance is that the patients’ experience of being a participating member in the discussion of the problem and the treatment process may translate into the patients’ reduced need for further investigation or referral—simultaneously reducing the physicians’ need as well.
These findings counter a common misconception: that being patient centered means responding to every whim of the patient, thereby increasing expenses to the health care system.
Limitations
Approximately 30% of the patients refused to participate, and although the participants represented the age distribution of eligible patients, men were overrepresented in the study. Nonetheless, sex was not identified as a confounding variable for the associations studied.
Although no measure of severity was possible, the variables representing concurrent health problems and concurrent life problems were considered in the analysis strategy. They were not related to the outcome variables and were therefore not entered into the multivariable analyses.
One interpretation of the lack of association between patient-centered scores on the audiotaped interviews and subsequent health outcomes may be that the audiotape measure has failed to capture the important essence of the dynamic interaction between physicians and patients. The measure had a number of strengths, however; it had been tested for reliability and validity (compared with a global rating), and it was based on a theoretical framework. Also, it was correlated with one component of the patient perception measure of a patient-centered interview, a finding which indicates that future research should be directed toward determining physicians’ skills and behaviors that correlate with the patients’ positive perceptions, especially the perception that common ground has been reached. Such behaviors could then be emphasized in clinical teaching.
It should be noted that the utilization data were available only from the participating practices and not from care received elsewhere. Although this is a limitation, it would be expected that this lack of data would minimize the current relationship between patient-centered practice and utilization, because patients with less favorable perceptions would be potentially more likely to seek care elsewhere. Also, drug costs and hospital costs were not included and require further study. Future research could also build on these results about resource utilization and assess the specific kinds and actual costs of the diagnostic tests and referrals.
It could be argued that the results of our study demonstrated simply that people with positive perceptions and less severe problems achieved better health and more efficient services. We counter this interpretation with 2 thoughts. First, the preliminary step in our analysis included confounding variables to control for a variety of relevant variables (ie, personality and concomitant health problems). Only 2 confounding variables were influential enough to remain in the final analysis: marital status and diagnostic code of the main presenting problem. Second, patient perceptions were not independent of the physician-patient visit. They were influenced significantly by the communication score based on the audiotaped encounter, implying that the measure of perceptions was tapping not merely the patients’ general outlook on life, but also an important interactive component of visits between patients and physicians.
Conclusions
Patient-centered practice was associated with improved health status (less discomfort, less concern, and better mental health) and increased efficiency of care (fewer diagnostic tests and referrals).
Patients’ perceptions of the patient centeredness of the visit, but not the measure of audiotaped interactions, were directly associated with the positive outcomes. The subscore on patients’ perception of finding common ground was more strongly associated with the positive outcomes than the subscore on patients’ perception about exploring the illness experience.
Medical education should go beyond skills training to encourage physicians’ responsiveness to the patients’ unique experience. Therefore, involving real patients and standardized patients in teaching programs is recommended.
Health service organizations must recognize that efficiencies accrue from patient-centered practice and encourage such practice through structures that enhance continuity of the patient-physician relationship and through meaningful education programs.
Acknowledgments
Our project was supported by a grant from the Health Care Systems Research Program of the Ministry of Health of Ontario. The setting of the project was the Thames Valley Family Practice Research Unit (TVFPRU), a health system-linked research unit funded by the Ministry of Health of Ontario. The opinions contained are those of the authors, and no official endorsement by the Ministry is intended or should be inferred. The TVFPRU is part of the Centre for Studies in Family Medicine, Department of Family Medicine, The University of Western Ontario, London, Canada.
1. Crookshank FG. The theory of diagnosis. Lancet 1926;2:939.-
2. Balint M. The doctor, his patient and the illness. London, England: Pitman Books Ltd; 1964.
3. Rogers C. Client-centered therapy: its current practice implications and theory. Cambridge, Mass: Riverside Press; 1951.
4. Neuman B, Young RJ. A model for teaching total person approach to patient problems Nursing Res 1972;21:264-69.
5. Engel GL. The clinical application of the biopsychosocial model. Am J Psychiatry 1980;137:535-44.
6. Byrne PS. Long BEL Doctors talking to patients. London, England: Her Majesty’s Stationery Office; 1976.
7. Gerteis M, Edgman-Levitan S, Daley J, Delbanco TL. Through the patient’s eyes: understanding and promoting patient-centered care. San Francisco, Calif: Jossey-Bass; 1993.
8. Laine C, Davidoff F. Patient-centered medicine: a professional evolution. JAMA 1996;275:152-56.
9. Glass RM. The patient-physician relationship: JAMA focuses on the center of medicine. JAMA 1996;275:147-48.
10. Roter DL, Stewart M, Putnam SM, Lipkin M, Stiles W, Inui TS. Communication patterns of primary care physicians. JAMA 1997;227:350-56.
11. Kaplan SH, Greenfield S, Ware JE. Assessing the effects of physician-patient interactions on the outcomes of chronic disease. Med Care 1989;27:S110-27.
12. Roter D. Which facets of communication have strong effects on outcome: a meta-analysis. In: Stewart M, Roter D, eds. Communicating with medical patients. Newbury Park, Calif: Sage; 1989.
13. Levinson W, Roter DB, Mullooly JB, Dull VT, Frankel RM. The relationship with malpractice claims among primary care physicians and surgeons. JAMA 1997;277:553-59.
14. Borgiel A, Dunn EV, Lamont CL, et al. Recruiting family physicians as participants in research. Fam Pract 1989;6:168-72.
15. Hulley SB, Cummings SR. Designing clinical research. Baltimore, Md: Williams & Wilkins; 1988;218.-
16. Moser CA, Kalton G. Survey methods in social investigation. 2nd ed. Port Melbourne, Australia: Heinemann Education Books Limited; 1971.
17. Levenstein JH, McCracken EC, McWhinney IR, Stewart MA, Brown JB. The patient-centered clinical method: I. A model for the doctor-patient interaction in family medicine. Fam Pract 1986;3:24-30.
18. Stewart AL, Hays RD, Ware JE. The MOS short-form general health survey. Med Care 1988;26:724-35.
19. Brown JB, Weston WW, Stewart MA. Patient-centered interviewing: part II. Finding common ground. Can Fam Physician 1989;35:153-57.
20. Stewart M, Weston WW, Brown JB, McWhinney IR, McWilliam CL, Freeman TR. Patient-centered Medicine: Transforming the clinical method. Thousand Oaks, CA: Sage Publications; 1995.
21. Brown JB, Stewart M, Tessier S. Assessing communication between patients and doctors: a manual for scoring patient-centered communication. Working Paper Series #95-2. London, Canada: The University of Western Ontario; 1995.
22. Brown J, Stewart MA, McCracken EC, McWhinney IR, Levenstein JH. The patient-centered clinical method. 2. Defintion and application. Fam Pract 1986;3:75-79.
23. Stewart M, Brown J, Levenstein J, McCracken E, McWhinney IR. The patient-centered clinical method. 3. Changes in residents’ performance over two months of training. Fam Pract 1986;3:164-67.
24. Bass MJ, Buck C, Turner L, Dickie G, Pratt G, Robinson HC. The physician’s actions and the outcome of illness in family practice. J Fam Pract 1986;23:43-47.
25. Henbest R, Stewart M. Patient-centeredness in the consultation: 2. Does it really make a difference? Fam Pract 1990;7:28-33.
26. Melzack R, Rosberger Z, Hollingsworth ML, Thirlwell M. New approaches to measuring nausea. Can Med Assoc J 1985;133:755-58, 761.
27. Klepac RK, Dowling J, Rokke P. Interview vs paper-and-pencil administration of the McGill Pain Questionnaire. Pain 1981;11:241-46.
28. Stewart AL, Hays RD, Ware JE. The MOS short-form general health survey. Med Care 1988;26:724-35.
29. Hosmer DM, Lemeshow S. Model building strategies and methods for logistic regression. In: Applied logistic regression. New York, NY: John Wiley & Sons Inc; 1989;82-134.
30. Rezaul M. Karim. Baltimore, Md: Department of Biostatistics, The Johns Hopkins University; 1989.
31. Sobel DS. Rethinking medicine: improving health outcomes with cost-effective psychosocial interventions. Psychosomatic Med 1995;57:234-44.
32. Cousins N. Head first: the biology of hope. New York, NY: E.P. Dutton; 1989.
33. Roter DL, Hall JA, Kern DE, Barker LR, Cole KA, Roca RP. Improving physicians’ interviewing skills and reducing patients’ emotional distress: a randomized clinical trial. Arch of Intern Med 1995;155:1877-84.
34. Bensing JM, Sluijs EM. Evaluation of an interview training course for general practitioners. Soc Sci Med 1985;20:737-44.
35. Headache Study Group of The University of Western Ontario. Predictors of outcome in headache patients presenting to family physicians: a one-year prospective study. Headache 1986;26:285-94.
36. Riccardi VM, Kurtz SM. Communication and counseling in health care. Springfield, Ill: Charles C. Thomas; 1983.
37. Starfield B, Wray C, Hess K, Gross R, Birk PS, D’Lugoff BC. The influence of patient-practitioner agreement on outcome of care. Am J Pub Health 1981;71:127-31.
38. Redelmeier DA, Molin JP, Tibshirani RJ. A randomized trial of compassionate care for the homeless in an emergency department. Lancet 1995;345:1131-34.
39. Hjortdahl P, Brochgrevink CF. Continuity of care: Influence of general practitioneras’ knowledge about their patients on use of resources in consultations. BMJ 1991;303:1181-84.
METHODS: We selected 39 family physicians at random, and 315 of their patients participated. Office visits were audiotaped and scored for patient-centered communication. In addition, patients were asked for their perceptions of the patient-centeredness of the visit. The outcomes were: (1) patients’ health, assessed by a visual analogue scale on symptom discomfort and concern; (2) self-report of health, using the Medical Outcomes Study Short Form-36; and (3) medical care utilization variables of diagnostic tests, referrals, and visits to the family physician, assessed by chart review. The 2 measures of patient-centeredness were correlated with the outcomes of visits, adjusting for the clustering of patients by physician and controlling for confounding variables.
RESULTS: Patient-centered communication was correlated with the patients’ perceptions of finding common ground. In addition, positive perceptions (both the total score and the subscore on finding common ground) were associated with better recovery from their discomfort and concern, better emotional health 2 months later, and fewer diagnostic tests and referrals.
CONCLUSIONS: Patient-centered communication influences patients’ health through perceptions that their visit was patient centered, and especially through perceptions that common ground was achieved with the physician. Patient-centered practice improved health status and increased the efficiency of care by reducing diagnostic tests and referrals.
Being patient centered is a core value of medicine for many physicians. The principles of patient-centered medicine date back to the ancient Greek school of Cos, which was interested in the particulars of each patient.1 More recently similar concepts have arisen in a variety of fields of human endeavor: the concept of physical diagnosis and deeper diagnosis of Balint,2 the client-centered therapy of Rogers,3 the total-person approach to patient problems in nursing of Neuman and Young,4 the biopsychosocial model of Engel,5 and the disease- versus patient-centered medical practice of Byrne and Long.6 In the past decade the patient-centered concepts of Gerteis and colleagues7 have been applied to the hospital setting.
In the setting of primary care, and specifically family practice, patient-centered concepts incorporate 6 interactive components. The first component is the physician’s exploration of both the patients’ disease and 4 dimensions of the illness experience including: their feelings about being ill, their ideas about what is wrong with them, the impact of the problem on their daily functioning, and their expectations of what should be done. The second component is the physician’s understanding of the whole person. The third component is the patient and physician finding common ground regarding management. In the fourth component the physician incorporates prevention and health promotion into the visit. The fifth component is the enhancement of the patient-physician relationship. Finally, the sixth component requires that patient-centered practice be realistic. Our study addresses the first 3 of these components. Being patient centered does not mean that physicians abdicate control to the patient8 but rather that they find common ground in understanding the patients and more fully respond to their unique needs.9
What are the benefits of being patient centered? Previous research of specific communication variables indicates that patient-centered encounters result in: (1) the duration of the office visit remaining the same10,11 (2) better patient satisfaction,12 (3) higher physician satisfaction,10 and (4) fewer malpractice complaints.13 We focus on 2 other outcomes: patients’ health and efficiency of care.
Methods
Our study was designed to test the hypothesis that adult patients whose first visit in an episode of illness is patient centered will, by 2 months after the first visit: (1) more frequently demonstrate recovery from the symptom (and recovery from the concern about the symptom); (2) demonstrate better self-reported health; and (3) experience less subsequent medical care (ie, fewer visits, diagnostic tests, and referrals), compared with patients whose visit is not patient centered.
Data Collection and Participants
For our observational cohort study data were collected at 5 points: (1) the research assistant identified eligible patients in the physician’s office before the visit; (2) the office encounter was audiotaped and scored for patient-centered communication; (3) the research assistant held a postencounter interview with the patient; (4) we assessed, by chart review, the use of medical care during the 2-month follow-up; and (5) we conducted a follow up telephone interview with patients 2-months after the encounter.
Physician Selection. Physicians were recruited from the 250 family physicians practicing in London, Ontario, Canada, and the surrounding area. They were randomized within strata to ensure a representative sample in terms of year of graduation and geographic location and were selected using a modified version of the method of Borgiel and colleagues.14
Patients. We approached patients who were older than 18 years and had 1 or more recurring problems who presented to their physician’s office. Patients were excluded if they were too ill or disabled to answer questions, had no presenting problem, were in the office for counseling, were accompanied by another person, were not fluent in English, were hard of hearing, or were cognitively impaired. They were approached before they saw the physician and were blind to the study hypotheses.
Sample Size Estimation. The sample size required for correlations of 0.20 to be detected with an a set at 0.05 (2 tailed) and a b set at 0.10 was 25915 patients. Further inflation by 10% to account for the effect of clustering on multiple regression16 was thought to be reasonable (259÷0.9=288). Expecting 75% to cooperate, we aimed to approach 384 patients (288÷0.75).
Measures*
Measure of Patient-Centered Communication Score. The patient-centered communication score is based on 3 of the 6 components of the model of patient-centered medicine.17-20 The first component (exploring the disease and the illness experience) received a high score when the physician explored the patients’ symptoms, prompts, feelings, ideas, function, and expectations. The second component (understanding the whole person) received a high score when the physician elicited and explored issues relating to life cycle, personality, or life context, including family. The third component (finding common ground) received a high score when the physician clearly described the problem and the management plan, answered questions about them, and discussed and agreed on them with the patient. Scoring sheets and procedures are described in detail elsewhere.21 Scores could range from 0 (not at all patient centered) to 100 (very patient centered).
Interrater reliability has been established in earlier versions of the measure and for the current version (r=0.69, 0.84, and 0.80 among 3 raters,22 0.91 among 2 raters,23 and 0.83 for n=19 for our study). Intrarater reliability was 0.73 (n=20).
Correlations with global scores encompassing the 3 components supported the validity of the score (0.63 in an earlier study23 and 0.85 for our study, n=46).
Patient Perception of Patient-Centeredness. Based on the patient-centered model, a series of 14 items developed and validated in previous studies24,25 were used to assess the patients’ postencounter perceptions of how patient centered the interaction with the physician had been.† Items were averaged into: total score, a subscore on exploring the disease and illness experience, and finding common ground. Low scores represented patient centeredness.
Patient Recovery from Discomfort and Concerns. The primary health outcome was the recovery measure based on the patients’ self-administered report on visual analogue scales (VAS) of the severity of the symptom they identified as the main presenting problem and their concern about that problem at 2 points: the postencounter interview and the follow-up 2 months later.26,27 VAS have been tested for reliability and validity in studies of pain and nausea (correlation of 0.75 with an intensity score).26 Each of the symptom recovery variables was continuous.
Patient Health Status. The Medical Outcomes Study Short Form-36 (SF-36) was used to assess self-reported secondary health outcomes. This valid and reliable measure18 is a multidimensional assessment of: physical health, mental health, perception of health, social health, pain, and role function. All were continuous variables except role function, for which the distribution of scores necessitated dichotomizing.
Medical Care. The care provided during the 2 months following the audiotaped encounter was assessed by chart review (adapted from Bass and coworkers24) by 3 medical doctors (I.R.M., J.O., J.J.) blind to the identity of the family physician and the patient, and also to the patient-centered scores. Items abstracted were: the total number of visits during the 2 months (continuous variable); the number and kind of diagnostic tests ordered during the 2 months that were relevant to the problems presented at the audiotaped visit (dichotomous); and the number and kinds of referrals made during the 2 months that were relevant to the problems presented at the audiotaped visit (dichotomous).
Analysis. The hypotheses were tested using multiple regression for continuous outcomes and multiple logistic regression for dichotomous outcomes,29 both adjusted for the effect of the clustering of patients by physician using “procedure mixed” in SAS for continuous outcomes and using both “procedure logistic” and “procedure IML” in SAS for dichotomous outcomes.30 The unit of analysis was the patient.
The following confounding variables were included in preliminary multivariable analyses on the basis of their univariable relationships with outcomes at the level of P <.10: age, sex, number of family members at home, desire to share feelings, who initiated the visit, tense personality, coping skills, concomitant health problems, social support, marital status (married vs other), concomitant life problems, number of visits to the physician in the previous 12 months, and main problem (1 of 5 groups: digestive, musculoskeletal, respiratory, skin, and other).
Because of substantial sample attrition with so many covariates, and because only 2 variables were consistently associated with the outcome measures, each subsequent multivariable analysis was conducted with each of the primary independent variables and the 2 covariates (patients’ main presenting problem and marital status).
Results
Descriptive Results
Of the 102 randomly selected family physicians, 83 were eligible because they were still practicing in the area and had adequate office space to accommodate the research assistant. Of these, 39 (47%) agreed to participate and completed the data collection. The participants were similar to the refusers [Table 1] in year of graduation, practice location (rural or urban; high or low socioeconomic status) and sex; however, participants were significantly more likely to be certificants of the College of Family Physicians of Canada than refusers (59% and 27%, respectively; P=.007).
Of 464 eligible patients, 334 (72%) agreed to participate. Nineteen (~6%) were lost to the study. The final 315 participants represented an overall participation rate of 68%; their age was representative of the eligible patients, but there was a higher proportion of men than in the total group of eligible patients.
[Table 2] shows that the slim majority of final participants were women, and most were middle aged and married. Typical of the city, approximately 4 in 10 had more than a high school education. The most common presenting problems were respiratory in nature.
[Table 3] shows the descriptive results for key variables.
Hypothesis Testing Results
The patient-centered communication scores (based on the audiotape analysis) were not significantly related to any of the health outcomes after adjusting for the clustering of patients within practices and after controlling for the 2 confounding variables. Similarly, patient-centered communication scores were not related to any of the 3 medical care outcomes.
Patient-centered communication scores (based on the audiotape analysis) were significantly correlated in the expected direction, with patient perceptions that the patient and physician found common ground (r =-0.16; P=.01). High scores (indicating very patient-centered communication) were correlated with low patient perception scores (indicating patient-centeredness). The 2 other patient perception scores (total patient perception score and the subscore on patient perception that the illness experience was explored) were not significantly associated with patient-centered communication scores.
The total score of patients’ perceptions that the visit was patient centered was associated with positive health outcomes after adjusting for the clustering of patients within practices and after controlling for the 2 confounding variables [Table 4]. Patients’ postencounter levels of discomfort were lower when they perceived the visit to have been patient centered than not.
A similar result occurred for 2 other patient health outcomes: the patients’ postencounter level of concern (P=.02), and the mental health dimension of the SF-36 measure assessed 2 months after the study visit (P=.05). The subscore of patient perceptions that the patient and physician found common ground was associated with one of the health outcomes, the patients’ postencounter level of concern (P=.04). There were no significant associations of the subscore on patients’ perceptions that the illness experience had been explored with any of the patient health outcome measures.
Patients who perceived that their visit had been patient centered received fewer diagnostic tests [Table 5] and referrals [Table 6] in the subsequent 2 months. The proportion receiving diagnostic tests rose from 14.6% in the group who perceived that the visit had been patient centered (total score), to 24.3% in the group who perceived the visit was not. The proportion who were referred doubled from approximately 8% to 16%. These relationships were found even more strongly for the subscore on patient perceptions that the patient and the physician found common ground, but were not found for the subscore on patient perceptions that their illness experience had been explored. The proportion receiving diagnostic tests quadrupled from 4.1% in the group who perceived that the patient and the physician found common ground, to 25.4% in the group who perceived that common ground had not been attained. The proportion who were referred doubled from 6.1% to 14.9%. The number of visits by the patient to the family physician during the subsequent 2 months was not significantly related to the patient perceptions of patient centeredness, although there was a trend (P=.11) with the average number of visits in 2 months in the 4 quartiles of patient perceptions as follows: 1.0, 0.8, 1.2, and 1.3.
Discussion
Pathway to Improved Patient Outcomes
Patient-centered practice was associated with improved patients’ health status and increased efficiency of care (reduced diagnostic tests and referrals). However, only 1 of the 2 measures of patient-centered practice showed this result, the measure of patients’ perceptions of the patient centeredness of the visit. The measure that was based on ratings of audiotaped physician-patient interactions, while related to the patients’ perception, was not directly related to health status or efficiency.
The relationship of patients’ perceptions of patient centeredness with their health and efficiency of care was both statistically and clinically significant. Specifically, recovery was improved by 6 points on a 100-point scale; diagnostic tests and referrals were half as frequent if the visit was perceived to be patient centered.
The associations we found may imply a potentially important pathway (which could be tested in future trials), such as the one shown in the [Figure]. The pathway suggests a process through which patient-physician communication influences patients’ health, by first influencing the patients’ perceptions of being a full participant in the discussions during the encounter. Such a pathway has been noted by Sobel, whose review suggested a pathway to explain the lack of a direct relationship between patient education programs and patient health where there was a relationship between patient perceptions about their health and health outcomes. Sobel called this pathway “a biology of self-confidence.”31 He and others32 stress the critical role of patient perceptions in the healing process, which highlight that a person’s subjective experience influences biology.
How do we understand the results that show the ratings of the audiotape were not directly related to the outcomes, but the patient-centered perception measure was related to outcomes? One interpretation is that observable skills are not as important as patient perceptions. Although there is some evidence that skills training can improve both physicians’ behavior and patients’ health,33 our findings and those of Bensing and Sluijs34 indicate that differences in interviewing skills may not be associated with patient responses. Physicians may learn to go through the motions of patient-centered interviewing without understanding what it means to be a truly attentive and responsive listener. The implications of the current findings for educators are that education about communication should go well beyond skills training to a deeper understanding of what it means to be a responsive partner for the patient, during both that phase of the visit in which the problem is discussed and when the discussion of treatment options occurs. Two examples of such education approaches are: small group discussions between patients and physicians to illustrate the patients’ experiences and needs, and reviews of videotaped interviews with standardized patients participating in the review. Placing prime importance on the patients’ perceptions recognizes the influence of these perceptions on the patients’ subsequent health and epitomizes being truly patient centered.
Views that the visit was patient centered included perceptions about the discussion of the problem (exploring the illness experience) as well as discussion and agreement about treatment options (finding common ground). There is a substantial body of research supporting the importance of these discussions. The Headache Study found that patients’ perceptions that a full discussion of the problem had taken place predicted resolution of headaches after 1 year.34 In keeping with our results, which found that finding common ground was more strongly associated with outcomes than exploring the illness experience, Riccardi and Kurtz36 stressed that the physicians’ explanation to the patients was the crucial phase of the visit. Also, a key outcome study has found that patient agreement with the physician about the nature of the treatment and the need for follow-up were strongly associated with their recovery.37
Efficiency of Medical Care
We found that patient-centered practice (assessed by patients’ perceptions) was associated with the efficiency of care by reducing subsequent diagnostic tests and referrals by half, after controlling for key confounding variables. These results were both statistically significant and clinically significant. Also, the number of subsequent visits to the family physician was lower (although not significantly) when the patient perceived the study visit to be patient centered. Efficiency in health service delivery was also found in a randomized trial of compassionate care in the emergency department setting with homeless patients.38 In their study of continuity of care in Norwegian general practice, Hjortdahl and Borchgrevink39 found that diagnostic tests were 10 times more likely to be ordered for patients about whom physicians reported the least previous knowledge compared with patients in whom they had reported fullest knowledge. Also, patients had only half the chance of being referred if their physicians knew them and their history.38
One possible interpretation of the results of our study is that patient-centered physicians order fewer tests and refer less often. However, countering this interpretation is the fact that individual physicians in our study showed a range of patient-centered scores, as well as a range in test ordering and referral. In addition, the statistical analysis took account of the clustering of patients within a physician’s practice.
An alternative interpretation is that patients’ perceptions may influence resource use in several ways. For example, increased participation during the visit may reduce patients’ anxiety and their perceived need for investigations and referrals. Alternatively, patients’ perception that the physician has not understood their problem may provoke insecurities resulting in a request for further medical interventions. Also, if patients openly express their discontent with the encounter there may be an increase in physicians’ anxiety and a lowering of their threshold for diagnostic uncertainty, resulting in further investigations and referrals.
Certainly the finding that the failure to be patient centered (as perceived by the patient) was related to higher rates of referral and diagnostic tests should be a concern for medical education and health care policy. Perhaps of most importance is that the patients’ experience of being a participating member in the discussion of the problem and the treatment process may translate into the patients’ reduced need for further investigation or referral—simultaneously reducing the physicians’ need as well.
These findings counter a common misconception: that being patient centered means responding to every whim of the patient, thereby increasing expenses to the health care system.
Limitations
Approximately 30% of the patients refused to participate, and although the participants represented the age distribution of eligible patients, men were overrepresented in the study. Nonetheless, sex was not identified as a confounding variable for the associations studied.
Although no measure of severity was possible, the variables representing concurrent health problems and concurrent life problems were considered in the analysis strategy. They were not related to the outcome variables and were therefore not entered into the multivariable analyses.
One interpretation of the lack of association between patient-centered scores on the audiotaped interviews and subsequent health outcomes may be that the audiotape measure has failed to capture the important essence of the dynamic interaction between physicians and patients. The measure had a number of strengths, however; it had been tested for reliability and validity (compared with a global rating), and it was based on a theoretical framework. Also, it was correlated with one component of the patient perception measure of a patient-centered interview, a finding which indicates that future research should be directed toward determining physicians’ skills and behaviors that correlate with the patients’ positive perceptions, especially the perception that common ground has been reached. Such behaviors could then be emphasized in clinical teaching.
It should be noted that the utilization data were available only from the participating practices and not from care received elsewhere. Although this is a limitation, it would be expected that this lack of data would minimize the current relationship between patient-centered practice and utilization, because patients with less favorable perceptions would be potentially more likely to seek care elsewhere. Also, drug costs and hospital costs were not included and require further study. Future research could also build on these results about resource utilization and assess the specific kinds and actual costs of the diagnostic tests and referrals.
It could be argued that the results of our study demonstrated simply that people with positive perceptions and less severe problems achieved better health and more efficient services. We counter this interpretation with 2 thoughts. First, the preliminary step in our analysis included confounding variables to control for a variety of relevant variables (ie, personality and concomitant health problems). Only 2 confounding variables were influential enough to remain in the final analysis: marital status and diagnostic code of the main presenting problem. Second, patient perceptions were not independent of the physician-patient visit. They were influenced significantly by the communication score based on the audiotaped encounter, implying that the measure of perceptions was tapping not merely the patients’ general outlook on life, but also an important interactive component of visits between patients and physicians.
Conclusions
Patient-centered practice was associated with improved health status (less discomfort, less concern, and better mental health) and increased efficiency of care (fewer diagnostic tests and referrals).
Patients’ perceptions of the patient centeredness of the visit, but not the measure of audiotaped interactions, were directly associated with the positive outcomes. The subscore on patients’ perception of finding common ground was more strongly associated with the positive outcomes than the subscore on patients’ perception about exploring the illness experience.
Medical education should go beyond skills training to encourage physicians’ responsiveness to the patients’ unique experience. Therefore, involving real patients and standardized patients in teaching programs is recommended.
Health service organizations must recognize that efficiencies accrue from patient-centered practice and encourage such practice through structures that enhance continuity of the patient-physician relationship and through meaningful education programs.
Acknowledgments
Our project was supported by a grant from the Health Care Systems Research Program of the Ministry of Health of Ontario. The setting of the project was the Thames Valley Family Practice Research Unit (TVFPRU), a health system-linked research unit funded by the Ministry of Health of Ontario. The opinions contained are those of the authors, and no official endorsement by the Ministry is intended or should be inferred. The TVFPRU is part of the Centre for Studies in Family Medicine, Department of Family Medicine, The University of Western Ontario, London, Canada.
METHODS: We selected 39 family physicians at random, and 315 of their patients participated. Office visits were audiotaped and scored for patient-centered communication. In addition, patients were asked for their perceptions of the patient-centeredness of the visit. The outcomes were: (1) patients’ health, assessed by a visual analogue scale on symptom discomfort and concern; (2) self-report of health, using the Medical Outcomes Study Short Form-36; and (3) medical care utilization variables of diagnostic tests, referrals, and visits to the family physician, assessed by chart review. The 2 measures of patient-centeredness were correlated with the outcomes of visits, adjusting for the clustering of patients by physician and controlling for confounding variables.
RESULTS: Patient-centered communication was correlated with the patients’ perceptions of finding common ground. In addition, positive perceptions (both the total score and the subscore on finding common ground) were associated with better recovery from their discomfort and concern, better emotional health 2 months later, and fewer diagnostic tests and referrals.
CONCLUSIONS: Patient-centered communication influences patients’ health through perceptions that their visit was patient centered, and especially through perceptions that common ground was achieved with the physician. Patient-centered practice improved health status and increased the efficiency of care by reducing diagnostic tests and referrals.
Being patient centered is a core value of medicine for many physicians. The principles of patient-centered medicine date back to the ancient Greek school of Cos, which was interested in the particulars of each patient.1 More recently similar concepts have arisen in a variety of fields of human endeavor: the concept of physical diagnosis and deeper diagnosis of Balint,2 the client-centered therapy of Rogers,3 the total-person approach to patient problems in nursing of Neuman and Young,4 the biopsychosocial model of Engel,5 and the disease- versus patient-centered medical practice of Byrne and Long.6 In the past decade the patient-centered concepts of Gerteis and colleagues7 have been applied to the hospital setting.
In the setting of primary care, and specifically family practice, patient-centered concepts incorporate 6 interactive components. The first component is the physician’s exploration of both the patients’ disease and 4 dimensions of the illness experience including: their feelings about being ill, their ideas about what is wrong with them, the impact of the problem on their daily functioning, and their expectations of what should be done. The second component is the physician’s understanding of the whole person. The third component is the patient and physician finding common ground regarding management. In the fourth component the physician incorporates prevention and health promotion into the visit. The fifth component is the enhancement of the patient-physician relationship. Finally, the sixth component requires that patient-centered practice be realistic. Our study addresses the first 3 of these components. Being patient centered does not mean that physicians abdicate control to the patient8 but rather that they find common ground in understanding the patients and more fully respond to their unique needs.9
What are the benefits of being patient centered? Previous research of specific communication variables indicates that patient-centered encounters result in: (1) the duration of the office visit remaining the same10,11 (2) better patient satisfaction,12 (3) higher physician satisfaction,10 and (4) fewer malpractice complaints.13 We focus on 2 other outcomes: patients’ health and efficiency of care.
Methods
Our study was designed to test the hypothesis that adult patients whose first visit in an episode of illness is patient centered will, by 2 months after the first visit: (1) more frequently demonstrate recovery from the symptom (and recovery from the concern about the symptom); (2) demonstrate better self-reported health; and (3) experience less subsequent medical care (ie, fewer visits, diagnostic tests, and referrals), compared with patients whose visit is not patient centered.
Data Collection and Participants
For our observational cohort study data were collected at 5 points: (1) the research assistant identified eligible patients in the physician’s office before the visit; (2) the office encounter was audiotaped and scored for patient-centered communication; (3) the research assistant held a postencounter interview with the patient; (4) we assessed, by chart review, the use of medical care during the 2-month follow-up; and (5) we conducted a follow up telephone interview with patients 2-months after the encounter.
Physician Selection. Physicians were recruited from the 250 family physicians practicing in London, Ontario, Canada, and the surrounding area. They were randomized within strata to ensure a representative sample in terms of year of graduation and geographic location and were selected using a modified version of the method of Borgiel and colleagues.14
Patients. We approached patients who were older than 18 years and had 1 or more recurring problems who presented to their physician’s office. Patients were excluded if they were too ill or disabled to answer questions, had no presenting problem, were in the office for counseling, were accompanied by another person, were not fluent in English, were hard of hearing, or were cognitively impaired. They were approached before they saw the physician and were blind to the study hypotheses.
Sample Size Estimation. The sample size required for correlations of 0.20 to be detected with an a set at 0.05 (2 tailed) and a b set at 0.10 was 25915 patients. Further inflation by 10% to account for the effect of clustering on multiple regression16 was thought to be reasonable (259÷0.9=288). Expecting 75% to cooperate, we aimed to approach 384 patients (288÷0.75).
Measures*
Measure of Patient-Centered Communication Score. The patient-centered communication score is based on 3 of the 6 components of the model of patient-centered medicine.17-20 The first component (exploring the disease and the illness experience) received a high score when the physician explored the patients’ symptoms, prompts, feelings, ideas, function, and expectations. The second component (understanding the whole person) received a high score when the physician elicited and explored issues relating to life cycle, personality, or life context, including family. The third component (finding common ground) received a high score when the physician clearly described the problem and the management plan, answered questions about them, and discussed and agreed on them with the patient. Scoring sheets and procedures are described in detail elsewhere.21 Scores could range from 0 (not at all patient centered) to 100 (very patient centered).
Interrater reliability has been established in earlier versions of the measure and for the current version (r=0.69, 0.84, and 0.80 among 3 raters,22 0.91 among 2 raters,23 and 0.83 for n=19 for our study). Intrarater reliability was 0.73 (n=20).
Correlations with global scores encompassing the 3 components supported the validity of the score (0.63 in an earlier study23 and 0.85 for our study, n=46).
Patient Perception of Patient-Centeredness. Based on the patient-centered model, a series of 14 items developed and validated in previous studies24,25 were used to assess the patients’ postencounter perceptions of how patient centered the interaction with the physician had been.† Items were averaged into: total score, a subscore on exploring the disease and illness experience, and finding common ground. Low scores represented patient centeredness.
Patient Recovery from Discomfort and Concerns. The primary health outcome was the recovery measure based on the patients’ self-administered report on visual analogue scales (VAS) of the severity of the symptom they identified as the main presenting problem and their concern about that problem at 2 points: the postencounter interview and the follow-up 2 months later.26,27 VAS have been tested for reliability and validity in studies of pain and nausea (correlation of 0.75 with an intensity score).26 Each of the symptom recovery variables was continuous.
Patient Health Status. The Medical Outcomes Study Short Form-36 (SF-36) was used to assess self-reported secondary health outcomes. This valid and reliable measure18 is a multidimensional assessment of: physical health, mental health, perception of health, social health, pain, and role function. All were continuous variables except role function, for which the distribution of scores necessitated dichotomizing.
Medical Care. The care provided during the 2 months following the audiotaped encounter was assessed by chart review (adapted from Bass and coworkers24) by 3 medical doctors (I.R.M., J.O., J.J.) blind to the identity of the family physician and the patient, and also to the patient-centered scores. Items abstracted were: the total number of visits during the 2 months (continuous variable); the number and kind of diagnostic tests ordered during the 2 months that were relevant to the problems presented at the audiotaped visit (dichotomous); and the number and kinds of referrals made during the 2 months that were relevant to the problems presented at the audiotaped visit (dichotomous).
Analysis. The hypotheses were tested using multiple regression for continuous outcomes and multiple logistic regression for dichotomous outcomes,29 both adjusted for the effect of the clustering of patients by physician using “procedure mixed” in SAS for continuous outcomes and using both “procedure logistic” and “procedure IML” in SAS for dichotomous outcomes.30 The unit of analysis was the patient.
The following confounding variables were included in preliminary multivariable analyses on the basis of their univariable relationships with outcomes at the level of P <.10: age, sex, number of family members at home, desire to share feelings, who initiated the visit, tense personality, coping skills, concomitant health problems, social support, marital status (married vs other), concomitant life problems, number of visits to the physician in the previous 12 months, and main problem (1 of 5 groups: digestive, musculoskeletal, respiratory, skin, and other).
Because of substantial sample attrition with so many covariates, and because only 2 variables were consistently associated with the outcome measures, each subsequent multivariable analysis was conducted with each of the primary independent variables and the 2 covariates (patients’ main presenting problem and marital status).
Results
Descriptive Results
Of the 102 randomly selected family physicians, 83 were eligible because they were still practicing in the area and had adequate office space to accommodate the research assistant. Of these, 39 (47%) agreed to participate and completed the data collection. The participants were similar to the refusers [Table 1] in year of graduation, practice location (rural or urban; high or low socioeconomic status) and sex; however, participants were significantly more likely to be certificants of the College of Family Physicians of Canada than refusers (59% and 27%, respectively; P=.007).
Of 464 eligible patients, 334 (72%) agreed to participate. Nineteen (~6%) were lost to the study. The final 315 participants represented an overall participation rate of 68%; their age was representative of the eligible patients, but there was a higher proportion of men than in the total group of eligible patients.
[Table 2] shows that the slim majority of final participants were women, and most were middle aged and married. Typical of the city, approximately 4 in 10 had more than a high school education. The most common presenting problems were respiratory in nature.
[Table 3] shows the descriptive results for key variables.
Hypothesis Testing Results
The patient-centered communication scores (based on the audiotape analysis) were not significantly related to any of the health outcomes after adjusting for the clustering of patients within practices and after controlling for the 2 confounding variables. Similarly, patient-centered communication scores were not related to any of the 3 medical care outcomes.
Patient-centered communication scores (based on the audiotape analysis) were significantly correlated in the expected direction, with patient perceptions that the patient and physician found common ground (r =-0.16; P=.01). High scores (indicating very patient-centered communication) were correlated with low patient perception scores (indicating patient-centeredness). The 2 other patient perception scores (total patient perception score and the subscore on patient perception that the illness experience was explored) were not significantly associated with patient-centered communication scores.
The total score of patients’ perceptions that the visit was patient centered was associated with positive health outcomes after adjusting for the clustering of patients within practices and after controlling for the 2 confounding variables [Table 4]. Patients’ postencounter levels of discomfort were lower when they perceived the visit to have been patient centered than not.
A similar result occurred for 2 other patient health outcomes: the patients’ postencounter level of concern (P=.02), and the mental health dimension of the SF-36 measure assessed 2 months after the study visit (P=.05). The subscore of patient perceptions that the patient and physician found common ground was associated with one of the health outcomes, the patients’ postencounter level of concern (P=.04). There were no significant associations of the subscore on patients’ perceptions that the illness experience had been explored with any of the patient health outcome measures.
Patients who perceived that their visit had been patient centered received fewer diagnostic tests [Table 5] and referrals [Table 6] in the subsequent 2 months. The proportion receiving diagnostic tests rose from 14.6% in the group who perceived that the visit had been patient centered (total score), to 24.3% in the group who perceived the visit was not. The proportion who were referred doubled from approximately 8% to 16%. These relationships were found even more strongly for the subscore on patient perceptions that the patient and the physician found common ground, but were not found for the subscore on patient perceptions that their illness experience had been explored. The proportion receiving diagnostic tests quadrupled from 4.1% in the group who perceived that the patient and the physician found common ground, to 25.4% in the group who perceived that common ground had not been attained. The proportion who were referred doubled from 6.1% to 14.9%. The number of visits by the patient to the family physician during the subsequent 2 months was not significantly related to the patient perceptions of patient centeredness, although there was a trend (P=.11) with the average number of visits in 2 months in the 4 quartiles of patient perceptions as follows: 1.0, 0.8, 1.2, and 1.3.
Discussion
Pathway to Improved Patient Outcomes
Patient-centered practice was associated with improved patients’ health status and increased efficiency of care (reduced diagnostic tests and referrals). However, only 1 of the 2 measures of patient-centered practice showed this result, the measure of patients’ perceptions of the patient centeredness of the visit. The measure that was based on ratings of audiotaped physician-patient interactions, while related to the patients’ perception, was not directly related to health status or efficiency.
The relationship of patients’ perceptions of patient centeredness with their health and efficiency of care was both statistically and clinically significant. Specifically, recovery was improved by 6 points on a 100-point scale; diagnostic tests and referrals were half as frequent if the visit was perceived to be patient centered.
The associations we found may imply a potentially important pathway (which could be tested in future trials), such as the one shown in the [Figure]. The pathway suggests a process through which patient-physician communication influences patients’ health, by first influencing the patients’ perceptions of being a full participant in the discussions during the encounter. Such a pathway has been noted by Sobel, whose review suggested a pathway to explain the lack of a direct relationship between patient education programs and patient health where there was a relationship between patient perceptions about their health and health outcomes. Sobel called this pathway “a biology of self-confidence.”31 He and others32 stress the critical role of patient perceptions in the healing process, which highlight that a person’s subjective experience influences biology.
How do we understand the results that show the ratings of the audiotape were not directly related to the outcomes, but the patient-centered perception measure was related to outcomes? One interpretation is that observable skills are not as important as patient perceptions. Although there is some evidence that skills training can improve both physicians’ behavior and patients’ health,33 our findings and those of Bensing and Sluijs34 indicate that differences in interviewing skills may not be associated with patient responses. Physicians may learn to go through the motions of patient-centered interviewing without understanding what it means to be a truly attentive and responsive listener. The implications of the current findings for educators are that education about communication should go well beyond skills training to a deeper understanding of what it means to be a responsive partner for the patient, during both that phase of the visit in which the problem is discussed and when the discussion of treatment options occurs. Two examples of such education approaches are: small group discussions between patients and physicians to illustrate the patients’ experiences and needs, and reviews of videotaped interviews with standardized patients participating in the review. Placing prime importance on the patients’ perceptions recognizes the influence of these perceptions on the patients’ subsequent health and epitomizes being truly patient centered.
Views that the visit was patient centered included perceptions about the discussion of the problem (exploring the illness experience) as well as discussion and agreement about treatment options (finding common ground). There is a substantial body of research supporting the importance of these discussions. The Headache Study found that patients’ perceptions that a full discussion of the problem had taken place predicted resolution of headaches after 1 year.34 In keeping with our results, which found that finding common ground was more strongly associated with outcomes than exploring the illness experience, Riccardi and Kurtz36 stressed that the physicians’ explanation to the patients was the crucial phase of the visit. Also, a key outcome study has found that patient agreement with the physician about the nature of the treatment and the need for follow-up were strongly associated with their recovery.37
Efficiency of Medical Care
We found that patient-centered practice (assessed by patients’ perceptions) was associated with the efficiency of care by reducing subsequent diagnostic tests and referrals by half, after controlling for key confounding variables. These results were both statistically significant and clinically significant. Also, the number of subsequent visits to the family physician was lower (although not significantly) when the patient perceived the study visit to be patient centered. Efficiency in health service delivery was also found in a randomized trial of compassionate care in the emergency department setting with homeless patients.38 In their study of continuity of care in Norwegian general practice, Hjortdahl and Borchgrevink39 found that diagnostic tests were 10 times more likely to be ordered for patients about whom physicians reported the least previous knowledge compared with patients in whom they had reported fullest knowledge. Also, patients had only half the chance of being referred if their physicians knew them and their history.38
One possible interpretation of the results of our study is that patient-centered physicians order fewer tests and refer less often. However, countering this interpretation is the fact that individual physicians in our study showed a range of patient-centered scores, as well as a range in test ordering and referral. In addition, the statistical analysis took account of the clustering of patients within a physician’s practice.
An alternative interpretation is that patients’ perceptions may influence resource use in several ways. For example, increased participation during the visit may reduce patients’ anxiety and their perceived need for investigations and referrals. Alternatively, patients’ perception that the physician has not understood their problem may provoke insecurities resulting in a request for further medical interventions. Also, if patients openly express their discontent with the encounter there may be an increase in physicians’ anxiety and a lowering of their threshold for diagnostic uncertainty, resulting in further investigations and referrals.
Certainly the finding that the failure to be patient centered (as perceived by the patient) was related to higher rates of referral and diagnostic tests should be a concern for medical education and health care policy. Perhaps of most importance is that the patients’ experience of being a participating member in the discussion of the problem and the treatment process may translate into the patients’ reduced need for further investigation or referral—simultaneously reducing the physicians’ need as well.
These findings counter a common misconception: that being patient centered means responding to every whim of the patient, thereby increasing expenses to the health care system.
Limitations
Approximately 30% of the patients refused to participate, and although the participants represented the age distribution of eligible patients, men were overrepresented in the study. Nonetheless, sex was not identified as a confounding variable for the associations studied.
Although no measure of severity was possible, the variables representing concurrent health problems and concurrent life problems were considered in the analysis strategy. They were not related to the outcome variables and were therefore not entered into the multivariable analyses.
One interpretation of the lack of association between patient-centered scores on the audiotaped interviews and subsequent health outcomes may be that the audiotape measure has failed to capture the important essence of the dynamic interaction between physicians and patients. The measure had a number of strengths, however; it had been tested for reliability and validity (compared with a global rating), and it was based on a theoretical framework. Also, it was correlated with one component of the patient perception measure of a patient-centered interview, a finding which indicates that future research should be directed toward determining physicians’ skills and behaviors that correlate with the patients’ positive perceptions, especially the perception that common ground has been reached. Such behaviors could then be emphasized in clinical teaching.
It should be noted that the utilization data were available only from the participating practices and not from care received elsewhere. Although this is a limitation, it would be expected that this lack of data would minimize the current relationship between patient-centered practice and utilization, because patients with less favorable perceptions would be potentially more likely to seek care elsewhere. Also, drug costs and hospital costs were not included and require further study. Future research could also build on these results about resource utilization and assess the specific kinds and actual costs of the diagnostic tests and referrals.
It could be argued that the results of our study demonstrated simply that people with positive perceptions and less severe problems achieved better health and more efficient services. We counter this interpretation with 2 thoughts. First, the preliminary step in our analysis included confounding variables to control for a variety of relevant variables (ie, personality and concomitant health problems). Only 2 confounding variables were influential enough to remain in the final analysis: marital status and diagnostic code of the main presenting problem. Second, patient perceptions were not independent of the physician-patient visit. They were influenced significantly by the communication score based on the audiotaped encounter, implying that the measure of perceptions was tapping not merely the patients’ general outlook on life, but also an important interactive component of visits between patients and physicians.
Conclusions
Patient-centered practice was associated with improved health status (less discomfort, less concern, and better mental health) and increased efficiency of care (fewer diagnostic tests and referrals).
Patients’ perceptions of the patient centeredness of the visit, but not the measure of audiotaped interactions, were directly associated with the positive outcomes. The subscore on patients’ perception of finding common ground was more strongly associated with the positive outcomes than the subscore on patients’ perception about exploring the illness experience.
Medical education should go beyond skills training to encourage physicians’ responsiveness to the patients’ unique experience. Therefore, involving real patients and standardized patients in teaching programs is recommended.
Health service organizations must recognize that efficiencies accrue from patient-centered practice and encourage such practice through structures that enhance continuity of the patient-physician relationship and through meaningful education programs.
Acknowledgments
Our project was supported by a grant from the Health Care Systems Research Program of the Ministry of Health of Ontario. The setting of the project was the Thames Valley Family Practice Research Unit (TVFPRU), a health system-linked research unit funded by the Ministry of Health of Ontario. The opinions contained are those of the authors, and no official endorsement by the Ministry is intended or should be inferred. The TVFPRU is part of the Centre for Studies in Family Medicine, Department of Family Medicine, The University of Western Ontario, London, Canada.
1. Crookshank FG. The theory of diagnosis. Lancet 1926;2:939.-
2. Balint M. The doctor, his patient and the illness. London, England: Pitman Books Ltd; 1964.
3. Rogers C. Client-centered therapy: its current practice implications and theory. Cambridge, Mass: Riverside Press; 1951.
4. Neuman B, Young RJ. A model for teaching total person approach to patient problems Nursing Res 1972;21:264-69.
5. Engel GL. The clinical application of the biopsychosocial model. Am J Psychiatry 1980;137:535-44.
6. Byrne PS. Long BEL Doctors talking to patients. London, England: Her Majesty’s Stationery Office; 1976.
7. Gerteis M, Edgman-Levitan S, Daley J, Delbanco TL. Through the patient’s eyes: understanding and promoting patient-centered care. San Francisco, Calif: Jossey-Bass; 1993.
8. Laine C, Davidoff F. Patient-centered medicine: a professional evolution. JAMA 1996;275:152-56.
9. Glass RM. The patient-physician relationship: JAMA focuses on the center of medicine. JAMA 1996;275:147-48.
10. Roter DL, Stewart M, Putnam SM, Lipkin M, Stiles W, Inui TS. Communication patterns of primary care physicians. JAMA 1997;227:350-56.
11. Kaplan SH, Greenfield S, Ware JE. Assessing the effects of physician-patient interactions on the outcomes of chronic disease. Med Care 1989;27:S110-27.
12. Roter D. Which facets of communication have strong effects on outcome: a meta-analysis. In: Stewart M, Roter D, eds. Communicating with medical patients. Newbury Park, Calif: Sage; 1989.
13. Levinson W, Roter DB, Mullooly JB, Dull VT, Frankel RM. The relationship with malpractice claims among primary care physicians and surgeons. JAMA 1997;277:553-59.
14. Borgiel A, Dunn EV, Lamont CL, et al. Recruiting family physicians as participants in research. Fam Pract 1989;6:168-72.
15. Hulley SB, Cummings SR. Designing clinical research. Baltimore, Md: Williams & Wilkins; 1988;218.-
16. Moser CA, Kalton G. Survey methods in social investigation. 2nd ed. Port Melbourne, Australia: Heinemann Education Books Limited; 1971.
17. Levenstein JH, McCracken EC, McWhinney IR, Stewart MA, Brown JB. The patient-centered clinical method: I. A model for the doctor-patient interaction in family medicine. Fam Pract 1986;3:24-30.
18. Stewart AL, Hays RD, Ware JE. The MOS short-form general health survey. Med Care 1988;26:724-35.
19. Brown JB, Weston WW, Stewart MA. Patient-centered interviewing: part II. Finding common ground. Can Fam Physician 1989;35:153-57.
20. Stewart M, Weston WW, Brown JB, McWhinney IR, McWilliam CL, Freeman TR. Patient-centered Medicine: Transforming the clinical method. Thousand Oaks, CA: Sage Publications; 1995.
21. Brown JB, Stewart M, Tessier S. Assessing communication between patients and doctors: a manual for scoring patient-centered communication. Working Paper Series #95-2. London, Canada: The University of Western Ontario; 1995.
22. Brown J, Stewart MA, McCracken EC, McWhinney IR, Levenstein JH. The patient-centered clinical method. 2. Defintion and application. Fam Pract 1986;3:75-79.
23. Stewart M, Brown J, Levenstein J, McCracken E, McWhinney IR. The patient-centered clinical method. 3. Changes in residents’ performance over two months of training. Fam Pract 1986;3:164-67.
24. Bass MJ, Buck C, Turner L, Dickie G, Pratt G, Robinson HC. The physician’s actions and the outcome of illness in family practice. J Fam Pract 1986;23:43-47.
25. Henbest R, Stewart M. Patient-centeredness in the consultation: 2. Does it really make a difference? Fam Pract 1990;7:28-33.
26. Melzack R, Rosberger Z, Hollingsworth ML, Thirlwell M. New approaches to measuring nausea. Can Med Assoc J 1985;133:755-58, 761.
27. Klepac RK, Dowling J, Rokke P. Interview vs paper-and-pencil administration of the McGill Pain Questionnaire. Pain 1981;11:241-46.
28. Stewart AL, Hays RD, Ware JE. The MOS short-form general health survey. Med Care 1988;26:724-35.
29. Hosmer DM, Lemeshow S. Model building strategies and methods for logistic regression. In: Applied logistic regression. New York, NY: John Wiley & Sons Inc; 1989;82-134.
30. Rezaul M. Karim. Baltimore, Md: Department of Biostatistics, The Johns Hopkins University; 1989.
31. Sobel DS. Rethinking medicine: improving health outcomes with cost-effective psychosocial interventions. Psychosomatic Med 1995;57:234-44.
32. Cousins N. Head first: the biology of hope. New York, NY: E.P. Dutton; 1989.
33. Roter DL, Hall JA, Kern DE, Barker LR, Cole KA, Roca RP. Improving physicians’ interviewing skills and reducing patients’ emotional distress: a randomized clinical trial. Arch of Intern Med 1995;155:1877-84.
34. Bensing JM, Sluijs EM. Evaluation of an interview training course for general practitioners. Soc Sci Med 1985;20:737-44.
35. Headache Study Group of The University of Western Ontario. Predictors of outcome in headache patients presenting to family physicians: a one-year prospective study. Headache 1986;26:285-94.
36. Riccardi VM, Kurtz SM. Communication and counseling in health care. Springfield, Ill: Charles C. Thomas; 1983.
37. Starfield B, Wray C, Hess K, Gross R, Birk PS, D’Lugoff BC. The influence of patient-practitioner agreement on outcome of care. Am J Pub Health 1981;71:127-31.
38. Redelmeier DA, Molin JP, Tibshirani RJ. A randomized trial of compassionate care for the homeless in an emergency department. Lancet 1995;345:1131-34.
39. Hjortdahl P, Brochgrevink CF. Continuity of care: Influence of general practitioneras’ knowledge about their patients on use of resources in consultations. BMJ 1991;303:1181-84.
1. Crookshank FG. The theory of diagnosis. Lancet 1926;2:939.-
2. Balint M. The doctor, his patient and the illness. London, England: Pitman Books Ltd; 1964.
3. Rogers C. Client-centered therapy: its current practice implications and theory. Cambridge, Mass: Riverside Press; 1951.
4. Neuman B, Young RJ. A model for teaching total person approach to patient problems Nursing Res 1972;21:264-69.
5. Engel GL. The clinical application of the biopsychosocial model. Am J Psychiatry 1980;137:535-44.
6. Byrne PS. Long BEL Doctors talking to patients. London, England: Her Majesty’s Stationery Office; 1976.
7. Gerteis M, Edgman-Levitan S, Daley J, Delbanco TL. Through the patient’s eyes: understanding and promoting patient-centered care. San Francisco, Calif: Jossey-Bass; 1993.
8. Laine C, Davidoff F. Patient-centered medicine: a professional evolution. JAMA 1996;275:152-56.
9. Glass RM. The patient-physician relationship: JAMA focuses on the center of medicine. JAMA 1996;275:147-48.
10. Roter DL, Stewart M, Putnam SM, Lipkin M, Stiles W, Inui TS. Communication patterns of primary care physicians. JAMA 1997;227:350-56.
11. Kaplan SH, Greenfield S, Ware JE. Assessing the effects of physician-patient interactions on the outcomes of chronic disease. Med Care 1989;27:S110-27.
12. Roter D. Which facets of communication have strong effects on outcome: a meta-analysis. In: Stewart M, Roter D, eds. Communicating with medical patients. Newbury Park, Calif: Sage; 1989.
13. Levinson W, Roter DB, Mullooly JB, Dull VT, Frankel RM. The relationship with malpractice claims among primary care physicians and surgeons. JAMA 1997;277:553-59.
14. Borgiel A, Dunn EV, Lamont CL, et al. Recruiting family physicians as participants in research. Fam Pract 1989;6:168-72.
15. Hulley SB, Cummings SR. Designing clinical research. Baltimore, Md: Williams & Wilkins; 1988;218.-
16. Moser CA, Kalton G. Survey methods in social investigation. 2nd ed. Port Melbourne, Australia: Heinemann Education Books Limited; 1971.
17. Levenstein JH, McCracken EC, McWhinney IR, Stewart MA, Brown JB. The patient-centered clinical method: I. A model for the doctor-patient interaction in family medicine. Fam Pract 1986;3:24-30.
18. Stewart AL, Hays RD, Ware JE. The MOS short-form general health survey. Med Care 1988;26:724-35.
19. Brown JB, Weston WW, Stewart MA. Patient-centered interviewing: part II. Finding common ground. Can Fam Physician 1989;35:153-57.
20. Stewart M, Weston WW, Brown JB, McWhinney IR, McWilliam CL, Freeman TR. Patient-centered Medicine: Transforming the clinical method. Thousand Oaks, CA: Sage Publications; 1995.
21. Brown JB, Stewart M, Tessier S. Assessing communication between patients and doctors: a manual for scoring patient-centered communication. Working Paper Series #95-2. London, Canada: The University of Western Ontario; 1995.
22. Brown J, Stewart MA, McCracken EC, McWhinney IR, Levenstein JH. The patient-centered clinical method. 2. Defintion and application. Fam Pract 1986;3:75-79.
23. Stewart M, Brown J, Levenstein J, McCracken E, McWhinney IR. The patient-centered clinical method. 3. Changes in residents’ performance over two months of training. Fam Pract 1986;3:164-67.
24. Bass MJ, Buck C, Turner L, Dickie G, Pratt G, Robinson HC. The physician’s actions and the outcome of illness in family practice. J Fam Pract 1986;23:43-47.
25. Henbest R, Stewart M. Patient-centeredness in the consultation: 2. Does it really make a difference? Fam Pract 1990;7:28-33.
26. Melzack R, Rosberger Z, Hollingsworth ML, Thirlwell M. New approaches to measuring nausea. Can Med Assoc J 1985;133:755-58, 761.
27. Klepac RK, Dowling J, Rokke P. Interview vs paper-and-pencil administration of the McGill Pain Questionnaire. Pain 1981;11:241-46.
28. Stewart AL, Hays RD, Ware JE. The MOS short-form general health survey. Med Care 1988;26:724-35.
29. Hosmer DM, Lemeshow S. Model building strategies and methods for logistic regression. In: Applied logistic regression. New York, NY: John Wiley & Sons Inc; 1989;82-134.
30. Rezaul M. Karim. Baltimore, Md: Department of Biostatistics, The Johns Hopkins University; 1989.
31. Sobel DS. Rethinking medicine: improving health outcomes with cost-effective psychosocial interventions. Psychosomatic Med 1995;57:234-44.
32. Cousins N. Head first: the biology of hope. New York, NY: E.P. Dutton; 1989.
33. Roter DL, Hall JA, Kern DE, Barker LR, Cole KA, Roca RP. Improving physicians’ interviewing skills and reducing patients’ emotional distress: a randomized clinical trial. Arch of Intern Med 1995;155:1877-84.
34. Bensing JM, Sluijs EM. Evaluation of an interview training course for general practitioners. Soc Sci Med 1985;20:737-44.
35. Headache Study Group of The University of Western Ontario. Predictors of outcome in headache patients presenting to family physicians: a one-year prospective study. Headache 1986;26:285-94.
36. Riccardi VM, Kurtz SM. Communication and counseling in health care. Springfield, Ill: Charles C. Thomas; 1983.
37. Starfield B, Wray C, Hess K, Gross R, Birk PS, D’Lugoff BC. The influence of patient-practitioner agreement on outcome of care. Am J Pub Health 1981;71:127-31.
38. Redelmeier DA, Molin JP, Tibshirani RJ. A randomized trial of compassionate care for the homeless in an emergency department. Lancet 1995;345:1131-34.
39. Hjortdahl P, Brochgrevink CF. Continuity of care: Influence of general practitioneras’ knowledge about their patients on use of resources in consultations. BMJ 1991;303:1181-84.