Where Are We Now?
Several editors of orthopaedic journals [8, 9], including the Editor-in-Chief of this journal (in an Editorial that I coauthored [19]), have questioned the use of patient satisfaction measures in orthopaedic research. The concerns among the editors varied, but generally included ambiguity in whether the process or outcome of care is measured, the absence of measures that are specific and rigorously developed, dependence on context and expectations, the potential for satisfaction measures to provide misleading information, susceptibility of satisfaction measures to symptoms of worry or despair, and perhaps most importantly, limited correlation with effectiveness and value of the care provided [6].
When I’ve studied satisfaction and experience in the past, I’ve found small correlations with symptoms of despair, health anxiety, and catastrophic thinking [2, 3, 11, 14, 18, 22, 25]. My research group found notable correlations with other measures of experience (trust, empathy, met expectations, communication effectiveness, and shared decision-making) [10, 12, 16-18, 20, 23, 24]. So notable, in fact, that I’m nearly ready to conclude, based on evidence to date, that the various measures of experience may all be measuring a single underlying construct that we currently refer to as “relationship.”
The efforts of De Ridder and colleagues [5] in the current study have contributed greatly to our understanding of hand and upper extremity healthcare as it relates to patient satisfaction. Many of the authors in the research group come from the Xpert Clinics in The Netherlands. These private hand specialty clinics, in a country mostly covered by a national health service, make routine measurements so they can learn and improve. This is a humble and curious group of surgeons, ready to tell it like it is.
In their study, De Ridder et al. [5] observed a 43% rate of poor, moderate, and fair satisfaction. The lower ratings might relate to the relatively early postoperative evaluation, when people are still in the midst of healing. But they also seem like a good reflection of what I’ve seen in my practice, and may reflect, in part, what one obtains with routine measurement. The authors observed a Gaussian curve of satisfaction ratings that is lacking in most other studies. Given this, useful information may have been lost by dichotomizing satisfaction.
Still, De Ridder et al. [5] found that satisfaction was associated with measures in three categories: experienced improvement, a good relationship with the clinician, and a positive outlook. Considering the known interrelationship of various patient experience measures, it’s likely these three categories are interrelated without clear cause and effect relationships. The strong intercorrelations and the notably high variance accounted for in the multivariable models support the notion that experience measures may be colinear. Nevertheless, measuring the quality of communication might be useful as a measure of a person’s “readiness” for surgery. Put another way, negative reactions to counseling and less positive regard for one’s illness might be reasons for surgeons to put offers of discretionary surgery on hold.
The vast majority of the relatively unsatisfying treatments (43% neutral or dissatisfied) in this study were discretionary, which suggests that such treatments are not reliably helping patients achieve their goals. Based on these observations, surgeons can be humble about the role of discretionary surgery in upper extremity health and cautious with offering surgery. Surgeons may also benefit from an awareness that aspects of their relationship with the patient and the patient’s involvement in decision-making might be clues to future dissatisfaction, along with unhelpful thoughts and symptoms of distress, which were associated in bivariate analysis.
Where Do We Need To Go?
Given the evidence that people who have more unhelpful thoughts about symptoms may be more likely to choose discretionary surgery [4], comprehensive strategies that address mental and social health factors along with pathophysiology could prove more effective and might be also be associated with better patient experience. For what it’s worth, discussion of mental health does not diminish satisfaction [15].
If future research confirms preliminary findings that the various patient-reported experience measures address a single underlying factor (relationship), then researchers could perhaps focus on developing a better measure of that factor with a more Gaussian distribution of scores. A single, more normally distributed measure of patient experience might help us learn about factors associated with a better experience. The knowledge gained can help us develop treatment strategies associated with better experiences.
How Do We Get There?
Studies are underway to confirm that patient-experience measures address a single underlying factor. There are also ongoing efforts to develop measures of experience that have a better spread in scores (more Gaussian distribution) with the aim of capturing more information at the top end of the experience ratings. Greater variation in scores facilitates statistical analyses that can improve understanding of the nuances in the scores.
In the current study, the authors speculate that decision-support tools and other tools to relay expert information (the content aspect of communication [1]) might improve experience. There is evidence that suggests content alone may not be sufficient to help people arrive at decisions consistent with what matters most to them [7, 13, 26]. Qualitative and quantitative research suggests that patients might benefit more from the relational aspects of communication such as feeling heard, being regarded as credible, and experiencing the relationship with the clinician as one of compassion, companionship, and restored hope [21]. Communication strategies with a renewed emphasis on prioritizing genuine interest in the patient, leading to greater trust, and a compassionate, soothing presence merit investigation, perhaps first in observational studies and studies that help develop effective strategies by testing what lands well. Researchers could then develop studies in which clinicians are trained in the communication strategies developed using experimental techniques such as randomized trials.
Footnotes
This CORR Insights® is a commentary on the article “Which Factors Are Associated With Satisfaction With Treatment Results in Patients With Hand and Wrist Conditions? A Large Cohort Analysis” by De Ridder and colleagues available at: DOI: 10.1097/CORR.0000000000002107.
The author (DR) certifies receiving benefits as a consultant in the amount of less than USD 10,000 from Premier Healthcare Solutions.
The author (DR) has also received an NIH grant for UO1 multisite trial of mental health toolkit for optimal recovery from trauma.
All ICMJE Conflict of Interest Forms for authors and Clinical Orthopaedics and Related Research® editors and board members are on file with the publication and can be viewed on request.
The opinions expressed are those of the writer, and do not reflect the opinion or policy of CORR® or The Association of Bone and Joint Surgeons®.
References
- 1.Adler R, Rosenfeld L, Towne N, Scott M. Interplay: the process of interpersonal communication. 1986. Available at: https://www.semesteratsea.org/wp-content/uploads/2016/06/Aoki_SPCM332_Interpersonal_Communication_Skills.pdf. Accessed December 15, 2021.
- 2.Bot AGJ, Bossen JKJ, Herndon JH, Ruchelsman DE, Ring D, Vranceanu AM. Informed shared decision-making and patient satisfaction. Psychosomatics. 2014;55:586-594. [DOI] [PubMed] [Google Scholar]
- 3.Briet JP, Hageman MGJS, Overbeek CL, Mudgal C, Ring DC, Vranceanu AM. Factors associated with met expectations in patients with hand and upper extremity disorders: a pilot study. Psychosomatics. 2016;57:401-408. [DOI] [PubMed] [Google Scholar]
- 4.Crijns TJ, Bernstein DN, Ring D, Gonzalez R, Wilbur D, Hammert WC. Factors associated with a discretionary upper-extremity surgery. J Hand Surg Am. 2019;44:155.e1-155.e7. [DOI] [PubMed] [Google Scholar]
- 5.De Ridder WA, Wouters RM, Hoogendam L, et al. Which factors are associated with satisfaction with treatment results in patients with hand and wrist conditions? A large cohort analysis. Clin Orthop Relat Res. 2022;480:1287-1301. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Fenton JJ, Jerant AF, Bertakis KD, Franks P. The cost of satisfaction: a national study of patient satisfaction, health care utilization, expenditures, and mortality. Arch Intern Med. 2012;172:405-411. [DOI] [PubMed] [Google Scholar]
- 7.Gonzalez AI, Kortlever JTP, Brown LE, Ring D, Queralt M. Can crafted communication strategies allow musculoskeletal specialists to address health within the biopsychosocial paradigm? Clin Orthop Relat Res. 2021;479:1217-1223. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Graham B. Defining and measuring patient satisfaction. J Hand Surg Am. 2016;41:929-931. [DOI] [PubMed] [Google Scholar]
- 9.Graham B, Green A, James M, Katz J, Swiontkowski M. Measuring patient satisfaction in orthopaedic surgery. J Bone Joint Surg Am. 2015;97:80-84. [DOI] [PubMed] [Google Scholar]
- 10.Hageman MGJS, Briët JP, Bossen JK, Blok RD, Ring DC, Vranceanu AM. Do previsit expectations correlate with satisfaction of new patients presenting for evaluation with an orthopaedic surgical practice? Clin Orthop Relat Res. 2015;473:716-721. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Jayakumar P, Teunis T, Vranceanu AM, et al. The impact of a patient’s engagement in their health on the magnitude of limitations and experience following upper limb fractures. Bone Joint J. 2020;102B:42-47. [DOI] [PubMed] [Google Scholar]
- 12.Keulen MHF, Teunis T, Kortlever JTP, Vagner GA, Ring D, Reichel LM. Measurement of perceived physician empathy in orthopedic patients. J Patient Exp. 2020;7:600-606. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Kleiss IIM, Kortlever JTP, Ring D, Vagner GA, Reichel LM. A randomized controlled trial of decision aids for upper-extremity conditions. J Hand Surg Am. 2021;46:338.e1-338.e15. [DOI] [PubMed] [Google Scholar]
- 14.Lozano Calderón SA, Paiva A, Ring D. Patient satisfaction after open carpal tunnel release correlates with depression. J Hand Surg Am. 2008;33:303-307. [DOI] [PubMed] [Google Scholar]
- 15.Mellema JJ, O’Connor CM, Overbeek CL, Hageman MG, Ring D. The effect of feedback regarding coping strategies and illness behavior on hand surgery patient satisfaction and communication: a randomized controlled trial. Hand (N Y). 2015;10:503-511. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Menendez ME, Chen NC, Mudgal CS, Jupiter JB, Ring D. Physician empathy as a driver of hand surgery patient satisfaction. J Hand Surg Am. 2015;40:1860-1865. [DOI] [PubMed] [Google Scholar]
- 17.Nguyen C, Kortlever JTP, Gonzalez AI, Ring D, Brown LE, Somogyi JR. Attempts to limit censoring in measures of patient satisfaction. J Patient Exp. 2020;7:1094-1100. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Parrish RC, Menendez ME, Mudgal CS, Jupiter JB, Chen NC, Ring D. Patient satisfaction and its relation to perceived visit duration with a hand surgeon. J Hand Surg Am. 2016;41:257-262. [DOI] [PubMed] [Google Scholar]
- 19.Ring D, Leopold SS. Editorial-measuring satisfaction: can it be done? Clin Orthop Relat Res. 2015;473:3071-3073. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Salman AA, Kopp BJ, Thomas JE, Ring D, Fatehi A. What are the priming and ceiling effects of one experience measure on another? J Patient Exp. 2020;7:1755-1759. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Toye F, Seers K, Hannink E, Barker K. A mega-ethnography of eleven qualitative evidence syntheses exploring the experience of living with chronic non-malignant pain. BMC Med Res Methodol. 2017;17:116. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.van Maren K, Brown LE, Cremers T, Khatiri MZ, Ring D, Fatehi A. In orthopaedic speciality care, longer explanations are not more caring or more satisfying. Clin Orthop Relat Res. 2021;479:2601-2607. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Versluijs Y, Brown LE, Rao M, Gonzalez AI, Driscoll MD, Ring D. Factors associated with patient satisfaction measured using a Guttman-type scale. J Patient Exp. 2020;7:1211-1218. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Versluijs Y, Lemmers M, Brown LE, Gonzalez AI, Kortlever JTP, Ring D. The correlation of communication effectiveness and patient satisfaction. J Patient Exp. Published online March 3, 2021. DOI: doi.org/ 10.1177/2374373521998839. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Vranceanu AM, Ring D. Factors associated with patient satisfaction. J Hand Surg Am. 2011;36:1504-1508. [DOI] [PubMed] [Google Scholar]
- 26.Wilkens SC, Ring D, Teunis T, Lee SGP, Chen NC. Decision aid for trapeziometacarpal arthritis: a randomized controlled trial. J Hand Surg Am. 2019;44:1-247. [DOI] [PubMed] [Google Scholar]