Evidence map›Paper›PMID 39115457›Full record

ArticleClinical orthopaedics and related research2025

Do Surgeons Experience Moral Dissonance When There Is Misalignment Between Evidence and Action? A Survey and Scenario-based Study.

Bandele Okelana, Amin Razi, David Ring, Sina Ramtin, and the Science of Variation Group

Abstract read
In one paragraph

Article in Clinical orthopaedics and related research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

  1. Review
  2. Editorial: The Goal is Health, Not Surgery.Clinical orthopaedics and related research · 2025
    Article
  3. Article
  4. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Bandele OkelanaDepartment of Surgery and Perioperative Care, Dell Medical School, The University of Texas at Austin, Austin, TX, USA.
Sina Ramtin
and the Science of Variation Group

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMoral dissonance is the psychological discomfort associated with a mismatch between our moral values and potentially immoral actions. For instance, to limit moral dissonance, surgeons must develop a rationale that the potential for benefit from performing surgery is meaningfully greater than the inherent harm of surgery. Moral dissonance can also occur when a patient or one's surgeon peers encourage surgery for a given problem, even when the evidence suggests limited or no benefit over other options. Clinicians may not realize the degree to which moral dissonance can be a source of diminished joy in practice. Uncovering potential sources of moral dissonance can help inform efforts to help clinicians enjoy their work. QUESTIONS/PURPOSES: In a scenario-based experiment performed in an online survey format, we exposed musculoskeletal specialists to various types of patient and practice stressors to measure their association with moral dissonance and asked: (1) What factors are associated with the level of pressure surgeons feel to act contrary to the best evidence? (2) What factors are associated with the likelihood of offering surgery?

methodsWe performed a scenario-based experiment by inviting members of the Science of Variation Group (SOVG; an international collaborative of musculoskeletal surgeons that studies variation in care) to complete an online survey with randomized elements. The use of experimental techniques such as randomization to measure factors associated with specific ratings makes participation rate less important than diversity of opinion within the sample. A total of 114 SOVG musculoskeletal surgeons participated, which represents the typical number of participants from a total of about 200 who tend to participate in at least one experiment per year. Among the 114 participants, 94% (107) were men, 49% (56) practiced in the United States, and 82% (94) supervised trainees. Participants viewed 12 scenarios of upper extremity fractures for which surgery is optional (discretionary) based on consensus and current best evidence. In addition to a representative age, the scenario included randomized patient and practice factors that we posit could be sources of moral distress based on author consensus. Patient factors included potential sources of pressure (such as "The patient is convinced they want a specific treatment and will go to a different surgeon if they don't get it") or experiences of collaboration (such as "The patient is collaborative and involved in decisions"). Practice factors included circumstances of financial or reputational pressure (such as "The practice is putting pressure on you to generate more revenue") and factors of limited pressure (such as "Your income is not tied to revenue"). For each scenario, the participant was asked to rate both of the following statements on a scale from 0 to 100 anchored with "I don't feel it at all" at 0, "I feel it moderately" at 50, and "I feel it strongly" at 100: (1) pressure to act contrary to best evidence and (2) likelihood of offering surgery. Additional explanatory variables included surgeon factors: gender, years in practice, region, subspecialty, supervision of trainees, and practice setting (academic/nonacademic). We sought factors associated with pressure to act contrary to evidence and likelihood of offering surgery, accounting for potential confounding variables in multilevel mixed-effects linear regression models.

resultsAccounting for potential confounding variables, greater pressure to act contrary to best evidence was moderately associated with greater patient despair (regression coefficient [RC] 6 [95% confidence interval 2 to 9]; p = 0.001) and stronger patient preference (RC 4 [95% CI 0 to 8]; p = 0.03). Lower pressure to act contrary to evidence was moderately associated with surgeon income independent of revenue (RC -6 [95% CI -9 to -4]; p < 0.001) and no financial benefit to operative treatment (RC -6 [95% CI -8 to -3]; p < 0.001). Marketing concerns were the only factor associated with greater likelihood of offering surgery (RC 6 [95% CI 0 to 11]; p = 0.04).

conclusionIn this scenario-based survey experiment, patient distress and strong preferences and surgeon financial incentives were associated with greater surgeon feelings of moral dissonance when considering discretionary fracture surgery. CLINICAL RELEVANCE: To support enjoyment of the practice of musculoskeletal surgery, we recommend that surgeons, surgery practices, and surgery professional associations be intentional in both anticipating and developing strategies to ameliorate potential sources of moral dissonance in daily practice.

Indexed as

Attitude of Health PersonnelCognitive DissonanceEvidence-Based MedicineHealth Knowledge, Attitudes, PracticeMoralsOrthopedic ProceduresOrthopedic SurgeonsSurgeonsAdultFemaleHumansMaleMiddle AgedPractice Patterns, Physicians'Surveys and Questionnaires

Identifiers

PMID39115457
PMCPMC11753734

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.