Moderators and Mediators of Activity Intolerance Related to Pain

Musculoskeletal surgeons have implicit bias towards the biomedical paradigm of human illness

BACKGROUND

Evidence is mounting that the biopsychosocial paradigm is more accurate and useful than the biomedical paradigm of care. Habits of thought can hinder the implementation of this knowledge into daily care strategies. To understand and lessen these potential barriers, we asked: 1) What is the relative implicit and explicit attitudes of musculoskeletal surgeons towards the biomedical or biopsychosocial paradigms of medicine? 2) What surgeon factors are associated with these attitudes?

METHODS

An online survey-based experiment was distributed to members of the Science of Variation Group (SOVG) with a total of 163 respondents. Implicit bias towards the biomedical or biopsychosocial paradigms was measured using an Implicit Association Test (IAT) designed by our team using open-source software; explicit preferences were measured using ordinal scales.

RESULTS

On average, surgeons demonstrated a moderate implicit bias towards the biomedical paradigm (d-score: -0.21; Interquartile range [IQR]: -0.56 to 0.19) and a moderate explicit preference towards the biopsychosocial paradigm (mean: 14; standard deviation: 14). A greater implicit bias towards the biomedical paradigm was associated with male surgeons (d-score: -0.30; IQR: -0.57 to 0.14; P = 0.005). A greater explicit preference towards the biomedical paradigm was independently associated with a European practice location (Regression coefficient: -9.1; 95% CI: -14 to -4.4; P <0.001) and trauma subspecialty (RC: -6.2; 95% CI: -11 to -1.0; P <0.001).

CONCLUSIONS

The observation that surgeons have an implicit bias favoring the biomedical paradigm might inform strategies for implementation of care strategies based on evidence favoring the biopsychosocial paradigm.

Recovery of Comfort and Capability After Upper Extremity Fracture Is Predominantly Associated With Mindset: A Longitudinal Cohort From the United Kingdom

OBJECTIVES

To determine the relative influence of mindset and fracture severity on 9-month recovery trajectories of pain and capability after upper extremity fractures.

METHODS

DESIGN

Secondary use of longitudinal data.

SETTING

Single Level-1 trauma center in Oxford, United Kingdom.

PATIENT SELECTION

English-speaking adults with isolated proximal humerus, elbow, or distal radius fracture managed operatively or nonoperatively were included, and those with multiple fractures or cognitive deficit were excluded.

OUTCOME MEASURES AND COMPARISONS

Incapability (Quick-DASH) and pain intensity (11-point rating scale) were measured at baseline, 2-4 weeks, and 6-9 months after injury. Cluster analysis was used to identify statistical groupings of mindset (PROMIS Depression and Anxiety, Pain Catastrophizing Scale, and Tampa Scale for Kinesiophobia) and fracture severity (low/moderate/high based on OTA/AO classification). The recovery trajectories of incapability and pain intensity for each mindset grouping were assessed, accounting for various fracture-related aspects.

RESULTS

Among 703 included patients (age 59 ± 21 years, 66% women, 16% high-energy injury), 4 statistical groupings with escalating levels of distress and unhelpful thoughts were identified (fracture severity was omitted considering it had no differentiating effect). Groups with less healthy mindset had a worse baseline incapability (group 2: β = 4.1, 3: β = 7.5, and 4: β = 17) and pain intensity (group 3: β = 0.70 and 4: β = 1.4) (P < 0.01). Higher fracture severity (β = 4.5), high-energy injury (β = 4.0), and nerve palsy (β = 8.1) were associated with worse baseline incapability (P < 0.01), and high-energy injury (β = 0.62) and nerve palsy (β = 0.76) with worse baseline pain intensity (P < 0.01). Groups 3 and 4 had a prolonged rate of recovery of incapability (β = 1.3, β = 7.0) and pain intensity (β = 0.19, β = 1.1) (P < 0.02).

CONCLUSIONS

Patients with higher levels of unhelpful thinking and feelings of distress regarding symptoms experienced worse recovery of pain and incapability, with a higher effect size than fracture location, fracture severity, high-energy injury, and nerve palsy. These findings underline the importance of anticipating and addressing mental health concerns during recovery from injury.

LEVEL OF EVIDENCE

Prognostic Level III. See Instructions for Authors for a complete description of levels of evidence.

Negative Pain Thoughts Questionnaire Short Form (NPTQ-SF) Scores and Outcomes After Arthroscopic Meniscectomy

BACKGROUND

Pain is multifactorial, and pain intensity has been shown to be influenced by patients' thoughts. The Negative Pain Thoughts Questionnaire Short Form (NPTQ-SF) can be used to quantify unhelpful negative cognitive biases about pain, but the relationship between negative pain thoughts and orthopaedic surgery outcomes is not known.

PURPOSE

To evaluate the prevalence of negative pain thoughts in patients undergoing arthroscopic meniscectomy using the NPTQ-SF survey and assess the relationship these thoughts have to knee function, general health, pain, and satisfaction before and after surgery.

STUDY DESIGN

Case series; Level of evidence, 4.

METHODS

In total, 146 patients undergoing arthroscopic meniscectomy were administered the 4-item NPTQ-SF, 12-item Short Form Survey (SF-12), International Knee Documentation Committee (IKDC) questionnaire, and visual analog scale pain survey preoperatively between July 2021 and August 2022. The same surveys were completed at a minimum of 3 months and no later than 1 year postoperatively by 92 patients confirmed to have undergone meniscectomy.

RESULTS

NPTQ-SF scores were correlated with IKDC, SF-12, and satisfaction score preoperatively and at least 3 months postoperatively (mean, 108.5 ± 43.7 days). Preoperative NPTQ-SF scores were significantly negatively correlated with postoperative IKDC (R = -0.284), SF-12 (R = -0.266 and -0.328), and visual analog scale pain (R = 0.294) scores, while a relationship with postoperative satisfaction did not reach statistical significance (P = .067). Patients with a preoperative NPTQ-SF score >8 were less likely to achieve a Patient Acceptable Symptom State on the postoperative IKDC questionnaire (39% vs 63%; P = .03). Patients with a history of a psychiatric or chronic pain diagnoses have worse NPTQ-SF, SF-12, and IKDC scores pre- and postoperatively.

CONCLUSION

The level of negative pain thoughts in patients undergoing meniscectomy is related to knee function, general health, and pain. Patients with a high level of negative pain thoughts are less likely to achieve a favorable outcome from meniscectomy, with a score ≥8 representing a clinically significant threshold for preoperative screening.

Is the feeling of 'weakness' associated with unhelpful thoughts or distress regarding symptoms?

This cross-sectional study looked for factors associated with feelings of weakness, level of capability and pain intensity in people seeking musculoskeletal speciality care for non-traumatic upper extremity conditions. A survey was conducted in 139 English-speaking adults, with 135 participants completing it. We found that greater intensity of feelings of weakness correlated with higher distress regarding symptoms and with older age. Lower level of capability was associated with greater intensity of feelings of weakness, greater distress regarding symptoms and older age. Higher pain intensity was associated with greater distress regarding symptoms and greater intensity of feelings of weakness. These findings suggest that the symptom of weakness may be a cue to explore potential distress about symptoms in addition to examining for actual weakness. This understanding could be a guide to a more compassionate approach to alleviate distress rather than focusing on neuromuscular pathophysiology alone, with the potential to reduce unnecessary tests and treatments.Level of evidence: IV.

The Influence of Psychosocial Factors on Disability and Expected Improvement Before Surgery for Adult Traumatic Brachial Plexus Injury

PURPOSE

Psychosocial factors influence pain and recovery after extremity trauma and may be targets for early intervention. This may be of particular interest for patients with adult traumatic brachial plexus injury (BPI), given the broad and devastating impact of the injury. We hypothesized that there would be an association between depressive symptoms, anxiety, and pain interference with preoperative disability and expectations for improvement after BPI surgery.

METHODS

We enrolled 34 patients into a prospective multicenter cohort study for those undergoing surgery for adult traumatic BPI. Before surgery, participants completed Patient-Reported Outcome Measurement Information System scales for pain interference, anxiety, and depressive symptoms, and a validated BPI-specific measure of disability and expected improvement. We performed Pearson correlation analysis between pain interference, anxiety symptoms, and depressive symptoms with (A) disability and (B) expected improvement. We created separate linear regression models for (A) disability and (B) expected improvement including adjustment for severity of plexus injury, age, sex, and race.

RESULTS

Among 34 patients, there was a moderate, statistically significant, correlation between preoperative depressive symptoms and higher disability. This remained significant in a linear regression model adjusted for severity of plexus injury, age, sex, and race. There was no association between severity of plexus injury and disability. Depressive symptoms also were moderately, but significantly, correlated with higher expected improvement. This remained significant in a linear regression model adjusted for severity of plexus injury, age, sex, and race.

CONCLUSIONS

Depressive symptoms are associated with greater disability and higher expected improvement before BPI surgery. Screening for depressive symptoms can help BPI teams identify patients who would benefit from early referral to mental health specialists and tailor appropriate expectations counseling for functional recovery. We did not find an association between severity of BPI and patient-reported disability, suggesting either that the scale may lack validity or that the sample is biased.

TYPE OF STUDY/LEVEL OF EVIDENCE

Prognostic II.

Postoperative Negative Pain Thoughts and Their Correlation With Patient-Reported Outcomes After Arthroscopic Rotator Cuff Repair: An Observational Cohort Study

BACKGROUND

Pain and pain perception are influenced by patients' thoughts. The short form Negative Pain Thoughts Questionnaire (NPTQ-SF) can be used to quantify unhelpful negative cognitive biases about pain, but the relationship between NPTQ-SF scores and orthopaedic surgery outcomes is not known.

PURPOSE/HYPOTHESIS

The purpose was to assess the relationship between negative pain thoughts, as measured by the NPTQ-SF, and patient-reported outcomes in patients undergoing arthroscopic rotator cuff repair, as well as to compare NPTQ-SF scores and outcomes between patients with and without a history of chronic pain and psychiatric history. It was hypothesized that patients with worse negative pain thoughts would have worse patient-reported outcomes.

STUDY DESIGN

Cohort study; Level of evidence, 2.

METHODS

In total, 109 patients undergoing arthroscopic rotator cuff repair were administered the 4-item NPTQ-SF, 12-item Short Form Health Survey (SF-12), American Shoulder and Elbow Surgeons (ASES) Shoulder Evaluation Form, and visual analog scale pain survey preoperatively between July 2021 and August 2022. The same surveys were completed ≥6 months postoperatively by 74 patients confirmed to have undergone arthroscopic rotator cuff repair.

RESULTS

Preoperative NPTQ-SF scores did not show any correlation with the postoperative patient-reported outcomes measured in this study. Postoperative NPTQ-SF scores were statistically significantly negatively correlated with postoperative SF-12 Physical Health Score, SF-12 Mental Health Score, ASES, and satisfaction scores (P < .05). Postoperative NPTQ-SF scores were statistically significantly positively correlated with postoperative visual analog scale scores (P < .001). Moreover, postoperative NPTQ-SF scores were statistically significantly negatively correlated with achieving a Patient Acceptable Symptom State and the minimal clinically important difference on the postoperative ASES form (P < .001 and P = .009, respectively).

CONCLUSION

Postoperative patient thought patterns and their perception of pain are correlated with postoperative outcomes after rotator cuff repair. This correlation suggests a role for counseling and expectation management in the postoperative setting. Conversely, preoperative thought patterns regarding pain, as measured by the NPTQ-SF, do not correlate with postoperative patient-reported outcome measures. Therefore, the NPTQ-SF should not be used as a preoperative tool to aid the prediction of outcomes after rotator cuff repair.

What Are the Underlying Mental Health Constructs Associated With Level of Capability in People With Knee and Hip Osteoarthritis?

BACKGROUND

Mental health characteristics such as negative mood, fear avoidance, unhelpful thoughts regarding pain, and low self-efficacy are associated with symptom intensity and capability among patients with hip and knee osteoarthritis (OA). Knowledge gaps remain regarding the conceptual and statistical overlap of these constructs and which of these are most strongly associated with capability in people with OA. Further study of these underlying factors can inform us which mental health assessments to prioritize and how to incorporate them into whole-person, psychologically informed care.

QUESTIONS/PURPOSES

(1) What are the distinct underlying factors that can be identified using statistical grouping of responses to a multidimensional mental health survey administered to patients with OA? (2) What are the associations between these distinct underlying factors and capability in knee OA (measured using the Knee Injury and Osteoarthritis Outcome Score, Joint Replacement [KOOS JR]) and hip OA (measured using Hip Disability and Osteoarthritis Outcome Score, Joint Replacement [HOOS JR]), accounting for sociodemographic and clinical factors?

METHODS

We performed a retrospective cross-sectional analysis of adult patients who were referred to our program with a primary complaint of hip or knee pain secondary to OA between October 2017 and December 2020. Of the 2006 patients in the database, 38% (760) were excluded because they did not have a diagnosis of primary osteoarthritis, and 23% (292 of 1246) were excluded owing to missing data, leaving 954 patients available for analysis. Seventy-three percent (697) were women, with a mean age of 61 ± 10 years; 65% (623) of patients were White, and 52% (498) were insured under a commercial plan or via their employer. We analyzed demographic data, patient-reported outcome measures, and a multidimensional mental health survey (the 10-item Optimal Screening for Prediction of Referral and Outcome-Yellow Flag [OSPRO-YF] assessment tool), which are routinely collected for all patients at their baseline new-patient visit. To answer our first question about identifying underlying mental health factors, we performed an exploratory factor analysis of the OSPRO-YF score estimates. This technique helped identify statistically distinct underlying factors for the entire cohort based on extracting the maximum common variance among the variables of the OSPRO-YF. The exploratory factor analysis established how strongly different mental health characteristics were intercorrelated. A scree plot technique was then applied to reduce these factor groupings (based on Eigenvalues above 1.0) into a set of distinct factors. Predicted factor scores of these latent variables were generated and were subsequently used as explanatory variables in the multivariable analysis that identified variables associated with HOOS JR and KOOS JR scores.

RESULTS

Two underlying mental health factors were identified using exploratory factor analysis and the scree plot; we labeled them "pain coping" and "mood." For patients with knee OA, after accounting for confounders, worse mood and worse pain coping were associated with greater levels of incapability (KOOS JR) in separate models but when analyzed in a combined model, pain coping (regression coefficient -4.3 [95% confidence interval -5.4 to -3.2], partial R 2 0.076; p < 0.001) had the strongest relationship, and mood was no longer associated. Similarly, for hip OA, pain coping (regression coefficient -5.4 [95% CI -7.8 to -3.1], partial R 2 0.10; p < 0.001) had the strongest relationship, and mood was no longer associated.

CONCLUSION

This study simplifies the multitude of mental health assessments into two underlying factors: cognition (pain coping) and feelings (mood). When considered together, the association between capability and pain coping was dominant, signaling the importance of a mental health assessment in orthopaedic care to go beyond focusing on unhelpful feelings and mood (assessment of depression and anxiety) alone to include measures of pain coping, such as the Pain Catastrophizing Scale or Tampa Scale for Kinesiophobia, both of which have been used extensively in patients with musculoskeletal conditions.

LEVEL OF EVIDENCE

Level III, prognostic study.

The Psychology of ACL Injury, Treatment, and Recovery: Current Concepts and Future Directions

CONTEXT

Interest in the relationship between psychology and the outcomes of anterior cruciate ligament (ACL) reconstruction (ACLR) continues to grow as variable rates of return to preinjury level of activity continue to be observed.

EVIDENCE ACQUISITION

Articles were collected from peer-reviewed sources available on PubMed using a combination of search terms, including psychology, resilience, mental health, recovery, and anterior cruciate ligament reconstruction. Further evaluation of the included bibliographies were used to expand the evidence.

STUDY DESIGN

Clinical review.

LEVEL OF EVIDENCE

Level 4.

RESULTS

General mental health and wellbeing, in addition to a host of unique psychological traits (self-efficacy, resilience, psychological readiness and distress, pain catastrophizing, locus of control, and kinesiophobia) have been demonstrated convincingly to affect treatment outcomes. Moreover, compelling evidence suggests that a number of these traits may be modifiable. Although the effect of resilience on outcomes of orthopaedic surgical procedures has been studied extensively, there is very limited information linking this unique psychological trait to the outcomes of ACLR. Similarly, the available information related to other parameters, such as pain catastrophizing, is limited with respect to the existence of adequately sized cohorts capable of accommodating more rigorous and compelling analyses. A better understanding of the specific mechanisms through which psychological traits influence outcomes can inform future interventions intended to improve rates of return to preinjury level of activity after ACLR.

CONCLUSION

The impact of psychology on patients' responses to ACL injury and treatment represents a promising avenue for improving low rates of return to preinjury activity levels among certain cohorts. Future research into these areas should focus on specific effects of targeted interventions on known, modifiable risk factors that commonly contribute to suboptimal clinical outcomes.

STRENGTH-OF-RECOMMENDATION TAXONOMY (SORT)

B.

Diagnosis of Mild-to-moderate Idiopathic Median Neuropathy at the Carpal Tunnel Based on Signs and Symptoms is Discordant From Diagnosis Based on Electrodiagnostic Studies and Ultrasound

BACKGROUND

Although idiopathic median neuropathy at the carpal tunnel (IMNCT) is objective and verifiable, distinction of normal and abnormal nerves is imprecise and probabilistic. The associated symptoms and signs (carpal tunnel syndrome [CTS]) vary, particularly for nonsevere (mild and moderate) median neuropathy. Discordance between diagnosis of mild or moderate median neuropathy at the carpal tunnel using symptoms and signs and diagnosis based on objective tests is a measure of the potential for overdiagnosis and overtreatment.

QUESTION/PURPOSE

What is the difference in the estimated prevalence of mild-to-moderate IMNCT using nonsevere signs and symptoms compared with the estimated prevalence using electrodiagnostic studies (EDS) and ultrasound (US)?

METHODS

We used data from an existing cross-sectional data registry. To create this registry, between January 2014 and January 2019, we considered all new adult English-speaking people who had an EDS that included the median nerve or people with a diagnosis of CTS who did not have surgery yet. A small and unrecorded number of people declined participation. The cross-sectional area of the median nerve at the distal wrist crease using US in people who already had EDS was measured. People with a diagnosis of CTS underwent both EDS and US. The six signs and symptoms of Carpal Tunnel Syndrome 6 (CTS-6, a validated tool to estimate the probability of IMNCT using ratings of symptoms and signs of CTS) were recorded. This resulted in a registry of 185 participants; we excluded 75 people for obvious, severe IMNCT (defined as nonrecordable nerve conduction velocity, thenar atrophy, or greater than 5 mm 2-point discrimination). Three of the 110 qualifying patients had missing information on ethnicity or race, but we accounted for this in our final analysis. Without a reference standard, as is the case with IMNCT, latent class analysis (LCA) can be used to establish the probability that an individual has specific pathophysiologic findings. LCA is a statistical method that identifies sets of characteristics that tend to group together. This technique has been used, for example, in diagnosing true scaphoid fractures among suspected fractures based on a combination of demographic, injury, examination, and radiologic variables. The prevalence of mild-to-moderate IMNCT was estimated in two LCAs using four signs and symptoms characteristic of mild-to-moderate IMNCT, as well as EDS and US measures of median neuropathy.

RESULTS

The estimated prevalence of mild-to-moderate IMNCT based on signs and symptoms was 73% (95% CI 62% to 81%), while the estimated prevalence using EDS and US measurements was 51% (95% CI 37% to 65%).

CONCLUSION

The notable discordance of 22% between the estimated prevalence of mild-to-moderate IMNCT using signs and symptoms and prevalence based on EDS and US criteria, and the overlapping CIs of the probability estimations, indicate considerable uncertainty and a corresponding notable potential for underdiagnosis or overdiagnosis. When signs and symptoms suggest mild-to-moderate median neuropathy and surgery is being considered, patients and clinicians might consider additional testing, such as EDS or US, to increase the probability of actual median neuropathy that can benefit from surgery. We might benefit from a more accurate and reliable diagnostic strategy or tool for mild-to-moderate IMNCT; this might be the focus of a future study.

LEVEL OF EVIDENCE

Level III, diagnostic study.

Is Pain in the Uninjured Leg Associated With Unhelpful Thoughts and Distress Regarding Symptoms During Recovery From Lower Extremity Injury?

BACKGROUND

Patients recovering from lower extremity injuries often interpret discomfort associated with increased use of the uninjured leg as a potential indication of harm. If expressed concerns regarding contralateral leg pain are associated with unhelpful thinking regarding symptoms, they can signal orthopaedic surgeons to gently reorient these thoughts to help improve comfort and capability during recovery.

QUESTIONS/PURPOSES

We asked: (1) Among people recovering from isolated traumatic lower extremity injury, is pain intensity in the uninjured leg associated with unhelpful thoughts and feelings of distress regarding symptoms, accounting for other factors? (2) Are pain intensity in the injured leg, magnitude of capability, and accommodation of pain associated with unhelpful thoughts and feelings of distress regarding symptoms?

METHODS

Between February 2020 and February 2022, we enrolled 139 patients presenting for an initial evaluation or return visit for any traumatic lower extremity injury at the offices of one of three musculoskeletal specialists. Patients had the option to decline filling out our surveys, but because of the cross-sectional design, required fields on the electronic survey tools, and monitored completion, there were few declines and few incomplete surveys. The median age of participants was 41 years (IQR 32 to 58), and 48% (67 of 139) were women. Fifty percent (70 of 139) injured their right leg. Sixty-five percent (91 of 139) had operative treatment of their fracture. Patients completed measures of pain intensity in the uninjured leg, pain intensity in the injured leg, lower extremity-specific magnitude of capability, symptoms of depression, symptoms of health anxiety, catastrophic thinking, and accommodation of pain. Multivariable analysis sought factors independently associated with pain intensity in the uninjured leg, pain intensity in the injured leg, magnitude of capability, and pain accommodation, controlling for other demographic and injury-related factors.

RESULTS

Greater pain intensity in the uninjured leg (regression coefficient [RC] 0.09 [95% CI 0.02 to 0.16]; p < 0.01) was moderately associated with more unhelpful thinking regarding symptoms. This indicates that for every one-unit increase in unhelpful thinking regarding symptoms on the 17-point scale we used to measure pain catastrophizing, pain intensity in the uninjured leg increases by 0.94 points on the 11-point scale that we used to measure pain intensity, holding all other independent variables constant. Greater pain intensity in the injured leg (RC 0.18 [95% CI 0.08 to 0.27]; p < 0.01) was modestly associated with more unhelpful thinking regarding symptoms. Greater pain accommodation (RC -0.25 [95% CI -0.38 to -0.12]; p < 0.01) was modestly associated with less unhelpful thinking regarding symptoms. Greater magnitude of capability was not independently associated with less unhelpful thinking regarding symptoms.

CONCLUSION

A patient's report of concerns regarding pain in the uninjured limb (such as, "I'm overcompensating for the pain in my other leg") can be considered an indicator of unhelpful thinking regarding symptoms. Orthopaedic surgeons can use such reports to recognize unhelpful thinking and begin guiding patients toward healthier thoughts and behaviors.

LEVEL OF EVIDENCE

Level II, prognostic study.

Collagen peptides supplementation improves function, pain, and physical and mental outcomes in active adults

INTRODUCTION

Chronic pain affects 19% of adults in the United States, with increasing prevalence in active and aging populations. Pain can limit physical activity and activities of daily living (ADLs), resulting in declined mental and social health. Nutritional interventions for pain currently target inflammation or joint health, but few influence both. Collagen, the most abundant protein in the human body and constituent of the extra cellular matrix, is such a nutraceutical. While there have been reports of reductions in pain with short-term collagen peptide (CP) supplementation, there are no long-term studies specifically in healthy middle-aged active adults.

PURPOSE

To determine the effects of daily CP consumption over 3, 6, and 9 months on survey measures of pain, function, and physical and mental health using The Knee Injury & Osteoarthritis Outcomes Score (KOOS) and Veterans Rand 12 (VR-12) in middle-aged active adults.

METHODS

This study was a double-blind randomized control trial with three treatment groups (Placebo, 10 g/d CP, and 20 g/d CP).

RESULTS

Improvements in ADLs (p = .031, ηp2 = .096) and pain (p = .037, ηp2 = .164) were observed with 10 g/d CP over 6 months, although pain only improved in high frequency exercisers (>180 min/week). Additionally, VR-12 mental component scores (MCS) improved with 10 g/d of CP over 3-9 months (p = .017, ηp2 = .309), while physical component scores (PCS) improved with 20 g/d of CP over 3-9 months, but only in females (p = .013, ηp2= .582).

CONCLUSION

These findings suggest 10 to 20 g/d of CP supplementation over 6 to 9 months may improve ADLs, pain, MCS, and PCS in middle-aged active adults.

The hidden impact of orthopedic surgeries: Examining the psychological consequences

Orthopedic surgery is commonly considered "quality of life care," as most orthopedic procedures have been shown to provide excellent pain relief and successful surgical outcomes for patients. Although orthopedic surgeries continue to improve patients' functional outcomes through modern surgical techniques and preoperative psychological screening, variation in patient function persists in current studies. Sub-optimal function in patients has been shown to be associated with emotional health burdens, such as anxiety and depression. Previous research has found that preoperative psychological conditions could negatively affect patients' functional outcomes. However, these studies were limited in that they did not examine novel psychological repercussions in emotionally healthy patients following surgery. To address this gap in knowledge, a narrative review was conducted to differentiate specific orthopedic surgeries that have psychological consequences on patients and to determine the current psychological support available for these patients. Data was collected from the Medical Humanities sector of the Texas Medical Center Library and the National Library of Medicine. Studies were included that examined novel psychological effects on patients after undergoing orthopedic surgery. A total of 38 articles were identified, and the majority focused on orthopedic trauma surgery while the rest examined total joint arthroplasty and orthopedic sports procedures. A key finding was that orthopedic trauma surgeries, alone and compared to total joint arthroplasty, result in a greater risk of negative psychological effects, while there was limited data on the psychological effects of orthopedic sports procedures. This narrative review suggests a need to integrate psychosocial support for patients with traumatic orthopedic intervention, regardless of the patient's preoperative psychological state. Furthermore, more research examining the mental well-being of patients following elective orthopedic surgeries is necessary to determine if these operations would benefit from postoperative psychological support as well.

Do Items Addressing Thoughts and Emotions Regarding Symptoms Measure Distinct Aspects of Musculoskeletal Health?

A prior experiment identified separate thought and feeling item groupings among items in measures of unhelpful thinking (ie, catastrophic thinking, kinesiophobia). This study sought to confirm the utility of separating these factors using a subset of selected items. One hundred and thirty-six adult patients visiting a musculoskeletal specialist completed the surveys. Confirmatory factor analysis measured the association between variation in scores on a specific item with variation in scores in separate groupings for thoughts and feelings, and a combined item grouping. Cronbach alpha (internal consistency) and Spearman correlation with magnitude of capability were also measured for the three separate item groupings. The association of variation in specific items with variation in a group of items addressing thoughts, a group of items addressing feelings, and the combination of all items was comparable. The internal consistency and strength of association with magnitude of capability were also comparable. The finding of no advantage to separation of items addressing thoughts and feelings regarding symptoms suggests that just a few items may be able to represent unhealthy mindsets regarding musculoskeletal symptoms.

Measurement of Upper Extremity-Specific Comfort and Capability

Patient-reported outcome measures (PROMs) quantify symptom intensity and magnitude of capability. Upper extremity PROMs were developed shortly after the advent of general health PROMs. PROMs are still primarily research tools, and their use with individual patients is still evolving. When PROMs were developed, the initial and intuitive expectation was a strong correlation of comfort and capability with pathophysiology severity. In other words, people with greater radiographic arthritis or larger degenerative tendon defects were expected to feel worse and do less. After more than 20 years of research using PROMs, it is clear that mindset and circumstances account for more of the variation in PROMs than pathophysiology severity. Mounting research establishes upper extremity PROMs and PROMs in general as useful tools for anchoring and developing comprehensive, biopsychosocial approaches to care.

Outcomes of Reverse Total Shoulder Arthroplasty for Proximal Humerus Fracture Versus Rotator Cuff Arthropathy

INTRODUCTION

Reverse total shoulder arthroplasty (RSA) is used to treat a variety of shoulder-related pathologies. This study compared medium-term clinical outcomes of less than 10-year follow-up in patients treated with RSA for proximal humerus fracture (PHF) versus rotator cuff arthropathy (RCA).

METHODS

This retrospective review was conducted at two tertiary care centers, in which self-reported clinical outcomes were assessed using four validated instruments, that is, American Shoulder and Elbow Society (ASES) score, Shoulder Pain and Disability Index (SPADI), visual analog scale (VAS), and shoulder subjective value (SSV). Statistical analyses were performed using linear or logistic regression with generalized estimating equations.

RESULTS

Of the 189 patients included in this study, 70 were treated for fracture and 119 for RCA. At a mean postoperative follow-up of 6.4 years, the means were 79.7 for ASES score, 20.8 for SPADI-Total, 0.8 for VAS, and 77.1 for SSV. After adjusting models for covariates, there was no significant difference in average SSV (P = 0.7), VAS (P = 0.7) or SPADI-Pain (P = 0.2) between PHF and RCA cohorts; however, the RCA cohort reported significantly better outcomes in ASES scores (P = 0.002), SPADI-Disability (P < 0.0001), and SPADI-Total (P = 0.0001).

DISCUSSION

Patients with RCA and PHF treated with RSA achieved similar medium-term outcomes in several domains, particularly postoperative pain levels; however, patients with PHF reported greater perceived disability. RSA is an effective pain-controlling procedure, but patients may have variable functional outcomes based on the indication for surgery.

The combined effects of coping and pain interference on army readiness

Introduction

Chronic pain and associated interference with daily activities are common in the military and impact Force readiness. Chronic pain affects one-third of service members and is a leading cause of medical non-readiness (MNR) in the military. Research suggests that underlying psychological mechanisms related to trait coping styles and pain interference (PI) affect functional outcomes, but little research exists examining this relationship within an Army population. The purpose of this study was to examine the combined effects of PI and coping on U.S. Army soldier readiness by using annual well-being data from the Global Assessment Tool (GAT) and medical non-readiness (MNR) based on duty restriction records.

Methods

The sample comprised 866,379 soldiers who completed the GAT between 2014 and 2017 with no duty restrictions at the time of baseline GAT completion; subjects were observed through 2018 for duty restrictions. Parametric survival regression models with a Weibull distribution predicted demographic-adjusted hazards of MNR by dichotomized PI (no PI/PI) and beneficial/non-beneficial use of GAT coping components (good coping, bad coping, catastrophizing-flexibility, and catastrophizing-hopelessness). Incident MNR was evaluated for all duty restrictions, and stratified by selected body systems (upper extremity, lower extremity, psychiatric).

Results

Among soldiers with PI, hazards were higher in those reporting non-beneficial coping styles (bad coping, hopelessness) and lower in those reporting beneficial coping styles (good coping, flexibility). Across all coping styles, PI/coping interactions were particularly strong for catastrophizing-hopelessness and when examining MNR from psychiatric conditions.

Discussion

These findings suggest some synergistic associations between pain and coping that may impact pain-related occupational disability. Coping skills may be an effective interventional target for chronic pain reduction/prevention within military programs, such as the Master Resilience Training Course offered to soldiers in the Army. Further research should assess whether early coping style interventions can reduce pain-related outcomes.

Mindsets matter for every patient and we can all help

People seek care when a sensation becomes a symptom (a concern). Levels of discomfort and incapability are associated with feelings of distress or unhealthy misinterpretation. To limit mental health stigma, it is important to emphasise that this is about how the human mind works (mindsets) and not just about mental illness. Experts in mental health and in pathophysiology can work together, each doing their part to optimise mindset.

Prescription Opioids and Patient-Reported Outcomes and Satisfaction After Carpal Tunnel Release Surgery

BACKGROUND

Amount of opioid use correlates poorly with procedure-related pain; however, prescription limits raise concerns about inadequate pain control and impacts on patient-reported quality indicators. There remain no consistent guidelines for postoperative pain management after carpal tunnel release (CTR). We sought to understand how postoperative opioid use impacts patient-reported outcomes after CTR.

METHODS

This is a pragmatic cohort study using prospectively collected data from all adult patients undergoing uncomplicated primary CTR over 17 months at our center. Patients were categorized as having received or not received a postoperative opioid prescription, and then as remaining on a prescription opioid at 2-week follow-up or not. Questionnaires were completed before surgery and at 2-week follow-up. We collected brief Michigan Hand questionnaire (bMHQ) score, Patient-Reported Outcomes Measurement Information System Global Health score, satisfaction, and pain score.

RESULTS

Of 505 included patients, 405 received a postoperative prescription and 67 continued use at 2-weeks. These 67 patients reported lower bMHQ, lower satisfaction, and higher postoperative pain compared to those that discontinued. Multivariable regressions showed that receiving postoperative prescriptions did not significantly influence outcomes or satisfaction. However, remaining on the prescription at 2 weeks was associated with significantly lower bMHQ scores, particularly in patients reporting less pain.

CONCLUSIONS

Patients remaining on a prescription after CTR reported worse outcomes compared to those who discontinued. Unexpectedly, the widest bMHQ score gap was seen across patients reporting lowest pain scores. Further research into this high-risk subgroup is needed to guide policy around using pain and patient-reported outcomes as quality measures.Level of Evidence: Level III.

Is there an association between sleep quality and magnitude of capability?

PURPOSE

Given the stigma surrounding mental health, a discussion of how symptoms interfere with sleep might be a useful first step to identify unhelpful thoughts or feelings of distress. We asked: 1) Does sleep quality have an association with magnitude of incapability and pain intensity independent of mental health? and 2) Are mental health factors associated with sleep quality?

METHODS

We performed a cross-sectional study of one hundred and fifty-four patients seeking musculoskeletal care who completed measures of magnitude of capability, pain intensity, unhelpful thoughts regarding symptoms (catastrophic thinking, negative pain thoughts), distress (symptoms of anxiety and depression), and sleep disturbance. We tested factors associated with the magnitude of capability and pain intensity, accounting for sleep quality and mental health in multivariable models.

RESULTS

Accounting for potential confounding in multivariable analysis, lower magnitude of capability was independently associated with greater sleep disturbance, more unhelpful thoughts about symptoms (negative pain thoughts), and older age. Greater pain intensity was independently associated with greater unhelpful thoughts about symptoms (catastrophic thinking) and not using of an electronic device before bed. Greater sleep disturbance was independently associated with use of sleep medication, greater symptoms of anxiety, and greater unhelpful thoughts regarding symptoms (PCS).

CONCLUSION

Given the observation that sleep disturbance is associated with feelings of anxiety, clinicians can consider starting mental health discussions by focusing on sleep quality. App and web-based cognitive behavioral therapy-based treatments for sleep are readily available and have the potential to improve mental health.

Variation in the utilisation of physiotherapy in patients with advanced knee osteoarthritis prior to total knee arthroplasty a systematic review

INTRODUCTION

Due to demographic changes and increasing knee osteoarthritis (KOA) prevalence, the incidence of total knee arthroplasties (TKA) is constantly rising. Clinical practice guidelines for the treatment of KOA unanimously recommend non-surgical interventions such as exercise, education, and weight reduction in overweight patients. The aim of this systematic review is to determine the proportion of patients with end-stage KOA who attended physiotherapy (PT) prior to TKA.

METHODS

A systematic literature search was carried out in the medical databases MEDLINE (via Pubmed), PEDro, and EBSCO in August of 2022. Studies were included regardless of their design, if they reported the proportion of patients with a diagnosis of primary KOA, who participated in PT prior to undergoing TKA. Study quality assessment was performed by two independent authors using the Joanna Briggs Institutes Checklist for studies reporting prevalence data. Results were presented by using a narrative synthesis.

RESULTS

Eighteen studies, comprising 579,718 patients, were identified in this systematic review. PT utilisation prior to TKA ranged from 10% to 73% for patients with advanced KOA. Only two studies showed PT utilisation rates of 60% or higher. Female gender, higher income, better socioeconomic status, higher education levels, older age were associated with PT utilisation. Data for other predicting factors was conflicting.

DISCUSSION

This review shows substantial variation in the utilisation of PT in patients with end-stage KOA. This is concerning, considering the uniform recommendation from clinical practice guidelines for non-surgical treatments like exercise and education in patients with KOA, which are mostly provided by physiotherapists.

Surgeons Receiving Information About Patient Language Reflecting Unhelpful Thoughts or Distress About Their Symptoms Identify Such Language More Often Than Those Who Do Not Receive This Information

BACKGROUND

Unhelpful thoughts and feelings of distress regarding symptoms account for a large proportion of variation in a patient's symptom intensity and magnitude of capability. Clinicians vary in their awareness of this association, their ability to identify unhelpful thoughts or feelings of distress regarding symptoms, and the skills to help address them. These nontechnical skills are important because they can improve treatment outcomes, increase patient agency, and foster self-efficacy without diminishing patient experience.

QUESTIONS/PURPOSES

In this survey-based study, we asked: (1) Are there any factors, including exposure of surgeons to information about language reflecting unhelpful thoughts about symptoms, associated with the total number of identified instances of language rated as reflecting unhelpful thoughts or feelings of distress regarding symptoms in transcripts of patient encounters? (2) Are there any factors, including exposure of surgeons to information about language reflecting unhelpful thoughts about symptoms, associated with the interobserver reliability of a surgeon's identification of language rated as reflecting unhelpful thoughts or feelings of distress regarding symptoms in transcripts of patient encounters?

METHODS

Surgeons from an international collaborative consisting of mostly academic surgeons (Science of Variation Group) were invited to participate in a survey-based experiment. Among approximately 200 surgeons who participate in at least one experiment per year, 127 surgeons reviewed portions of transcripts of actual new musculoskeletal specialty encounters with English-speaking patients (who reported pain and paresthesia as primary symptoms) and were asked to identify language believed to reflect unhelpful thoughts or feelings of distress regarding symptoms. The included transcripts were selected based on the rated presence of language reflecting unhelpful thinking as assessed by four independent researchers and confirmed by the senior author. We did not study accuracy because there is no reference standard for language reflecting unhelpful thoughts or feelings of distress regarding symptoms. Observers were randomized 1:1 to receive supportive information or not regarding definitions and examples of unhelpful thoughts or feelings of distress regarding symptoms (referred to herein as "priming") once at the beginning of the survey, and were not aware that this randomization was occurring. By priming, we mean the paragraph was intended to increase awareness of and attunement to these aspects of human illness behavior immediately before participation in the experiment. Most of the participants practiced in the United States (primed: 48% [29 of 60] versus not primed: 46% [31 of 67]) or Europe (33% [20 of 60] versus 36% [24 of 67]) and specialized in hand and wrist surgery (40% [24 of 60] versus 37% [25 of 67]) or fracture surgery (35% [21 of 60] versus 28% [19 of 67]). A multivariable negative binomial regression model was constructed to seek factors associated with the total number of identified instances of language believed to reflect unhelpful thoughts or feelings of distress regarding symptoms. To determine the interobserver agreement, Fleiss kappa was calculated with bootstrapped 95% confidence intervals (resamples = 1000) and standard errors.

RESULTS

After controlling for potential confounding factors such as location of practice, years of experience, and subspecialty, we found surgeons who were primed with supportive information and surgeons who had 11 to 20 years of experience (compared with 0 to 5 years) identified slightly more instances of language believed to reflect unhelpful thoughts or feelings of distress regarding symptoms (regression coefficient 0.15 [95% CI 0.020 to 0.28]; p = 0.02 and regression coefficient 0.19 [95% CI 0.017 to 0.37]; p = 0.03). Fracture surgeons identified slightly fewer instances than hand and wrist surgeons did (regression coefficient -0.19 [95% CI -0.35 to -0.017]; p = 0.03). There was limited agreement among surgeons in their ratings of language as indicating unhelpful thoughts or feelings of distress regarding symptoms, and priming surgeons with supportive information had no influence on reliability (kappa primed: 0.25 versus not primed: 0.22; categorically fair agreement).

CONCLUSION

The observation that surgeons with brief exposure to supportive information about language associated with unhelpful thoughts and feelings of distress regarding symptoms identified slightly more instances of such language demonstrates the potential of training and practice to increase attunement to these important aspects of musculoskeletal health. The finding that supportive information did not improve reliability underlines the complexity, relative subjectivity, and imprecision of these mental health concepts.

LEVEL OF EVIDENCE

Level I, therapeutic study.

Are the Pathologic Features of Enthesopathy, Tendinopathy, and Labral and Articular Disc Disease Related to Mucoid Degeneration? A Systematic Review

BACKGROUND

Tendinopathy, enthesopathy, labral degeneration, and pathologic conditions of the articular disc (knee meniscus and ulnocarpal) are sometimes described in terms of inflammation or damage, while the histopathologic findings are often consistent with mucoid degeneration. A systematic review of the histopathology of these structures at diverse locations might reconceptualize these diseases as expected aspects of human aging. The potential benefits of this evolution might include healthier patient and clinician mindsets as well as a reduced likelihood of overdiagnosis and overtreatment resulting from greater awareness of base rates of pathology.

QUESTION/PURPOSE

In this systematic review of studies of surgical specimens, we asked: Are there are any differences in the histopathologic findings of structural soft tissue conditions (mucoid degeneration, inflammation, and vascularity) by anatomic site (foot, elbow, or knee) or structure (tendon body, muscle or tendon origin or insertion [enthesis], labrum, or articular disc)?

METHODS

Studies between 1980 and 2021 investigating the histopathologic findings of specimens from surgery for trigger digit, de Quervain tendinopathy, plantar fasciitis, lateral and medial elbow enthesopathy, rotator cuff tendinopathy, posterior tibial tendinopathy, patellar tendinopathy, Achilles tendinopathy, or disease of the hip labrum, ulnocarpal articular disc, or knee meniscus were searched for in the PubMed, EMBASE, and CINAHL databases. Inclusion criteria were the prespecified anatomic location or structure being analyzed histologically and any findings described with respect to inflammation, vascularity, or mucoid degeneration. Studies were excluded if they were nonhuman studies or review articles. Search terms included "anatomy," "pathology," and "histopathology." These terms were coupled with anatomic structures or disorders and included "trigger finger," "de Quervain," "fasciitis, plantar," "tennis elbow," "rotator cuff tendinopathy," "elbow tendinopathy," "patellar tendonitis," "posterior tibial tendon," and "triangular fibrocartilage." This resulted in 3196 studies. After applying the inclusion criteria, 559 articles were then assessed for eligibility according to our exclusion criteria, with 52 eventually included. We recorded whether the study identified the following histopathologic findings: inflammatory cells or molecular markers, greater than expected vascularity (categorized as quantitative count, with or without controls; molecular markers; or qualitative judgments), and features of mucoid degeneration (disorganized collagen, increased extracellular matrix, or chondroid metaplasia). In the absence of methods for systematically evaluating the pathophysiology of structural (collagenous) soft tissue structures and rating histopathologic study quality, all studies that interpreted histopathology results were included. The original authors' judgment regarding the presence or absence of inflammation, greater than expected vascularity, and elements of mucoid degeneration was recorded along with the type of data used to reach that conclusion.

RESULTS

Regarding differences in the histopathology of surgical specimens of structural soft tissue conditions by anatomic site, there were no differences in inflammation or mucoid degeneration, and the knee meniscus was less often described as having greater than normal vascularity. There were no differences by anatomic structure. Overall, 20% (10 of 51) of the studies that investigated for inflammation reported it (nine inflammatory cells and one inflammatory marker). Eighty-three percent (43 of 52) interpreted increased vascularity: 40% (17 of 43) using quantitative methods (14 with controls and three without) and 60% (26 of 43) using imprecise criteria. Additionally, 100% (all 52 studies) identified at least one element of mucoid degeneration: 69% (36 of 52) reported an increased extracellular matrix, 71% (37 of 52) reported disorganized collagen, and 33% (17 of 52) reported chondroid metaplasia.

CONCLUSION

Our systematic review of the histopathology of diseases of soft tissue structures (enthesopathy, tendinopathy, and labral and articular disc) identified consistent mucoid degeneration, minimal inflammation, and imprecise assessment of relative vascularity; these findings were consistent across anatomic sites and structures, supporting a reconceptualization of these diseases as related to aging (senescence or degeneration) rather than injury or activity.

CLINICAL RELEVANCE

This reconceptualization supports accommodative mindsets known to be associated with greater comfort and capability. In addition, awareness of the notable base rates of structural soft tissue changes as people age might reduce overdiagnosis and overtreatment of incidental, benign, or inconsequential signal changes and pathophysiology.

Unhelpful thoughts and distress regarding symptoms are associated with recovery from upper extremity fracture

BACKGROUND

There is evidence that thoughts and emotions regarding symptoms are strongly associated with levels of comfort and capability for a given injury or disease. Longitudinal data from a large cohort of people recovering from an upper extremity fracture provided an opportunity to study how these mindset factors evolve during recovery.

METHODS

Seven hundred and four adults (66% women, mean age 59 ± 21 years) recovering from upper extremity fracture completed two measures of reaction to symptoms (the Pain Catastrophizing Scale and the Tampa Scale of Kinesiophobia), a visual analog scale of pain intensity, and two measures of magnitude of incapability 1 week, 3 to 4 weeks, and 6 to 9 months after fracture.

RESULTS

Exploratory factor analysis identified distinct groupings of questions addressing unhelpful thoughts and feelings of distress regarding symptoms. The number of distinct question groupings of mindset factors diminished over time. Variations in those groupings of mindset factors were associated with a notable amount of the variation in comfort and capability at all time points. Questions pertaining to unhelpful thoughts about symptoms had stronger associations with comfort and capability than questions measuring distress about symptoms, more so as recovery progressed.

CONCLUSIONS

The need to integrate mental health into musculoskeletal is bolstered by the observation that mindsets-interpretation of symptoms in particular-are key contributors to comfort and capability.

The role of perceived patient injustice on pain related and functional outcomes in orthopaedic patients; a systematic review

Introduction

Higher levels of perceived patient injustice has been associated with higher levels of pain and poor functional outcomes in patients with chronic musculoskeletal pain. We wanted to investigate if there was any evidence of this association in patients who underwent orthopaedic surgery.

Materials and methods

A systematic search of the literature was performed independently by two researchers on the electronic databases of MEDLINE, EMBASE, Google Scholar, Web of Science, and the Cochrane Database of Systematic Reviews and data extracted in accordance with PRISMA guidelines for systematic reviews. Outcomes of interest were pain, pain intensity, pain interference, opiate use, disability, physical function, return to work, quality of life, depression, anxiety, post-traumatic stress, social functioning and quality of life.

Results

Five studies were identified for qualitative analysis involving elective and trauma orthopaedic patients. All studies identified a positive correlation between higher levels of perceived injustice and depression, pain intensity and interference as well as reduced function and higher levels of disability.

Conclusions

Higher levels of perceived patient injustice is associated with worse pain and functional outcomes in patients who undergo orthopaedic surgery in the traumatic and elective setting. Further research is warranted to further elucidate this association and identify potential therapeutic interventions.

Which patient and surgeon characteristics are associated with surgeon experience of stress during an office visit?

Objective

To determine clinician and patient factors associated with the surgeon feelings of stress, futility, inadequacy, and frustration during an office visit.

Methods

A survey-based experiment presented clinical vignettes with randomized patient factors (such as symptom intensity, the number of prior consultations, and involvement in a legal dispute) and feeling behind schedule in order to determine which are most related to surgeon ratings of stress, futility, inadequacy, and frustration on 11-point Likert scales.

Results

Higher surgeon stress levels were independently associated with women patients, multiple prior consultations, a legal dispute, disproportionate symptom intensity, and being an hour behind in the office. The findings were similar for feelings of futility, inadequacy, and frustration.

Conclusion

Patient factors potentially indicative of mental and social health opportunities are associated with greater surgeon-rated stress and frustration.

Innovation

Trainings for surgeon self-awareness and effective communication can transform stressful or adversarial interactions into an effective part of helping patients get and stay healthy by diagnosing and addressing psychosocial aspects of the illness.

Level of evidence

N/a.

Preoperative Patient-Reported Data Indicate the Risk of Prolonged Opioid Use After Hand and Upper Extremity Surgeries

PURPOSE

Opioids play an important role in pain management after surgery but also increase the risk of prolonged opioid use in patients. The identification of patients who are more likely to use opioids after intended short-term treatment is critical for employing alternative management approaches or targeted interventions for the prevention of opioid-related problems. We used patient-reported data (PRD) and electronic health record information to identify factors predictive of prolonged opioid use after surgery.

METHODS

We used our institutional registry containing data on all patients who underwent elective upper extremity surgeries. We evaluated factors associated with prolonged opioid use in the cohort from the year 2018 to 2019. We then validated our results using the 2020 cohort. The predictive variables included preoperative PRD and electronic health record data. Opioid use was determined based on patient reports and/or filled opioid prescriptions 3 months after surgery. We conducted bivariate regression, followed by multivariable regression analyses, and model validation using area under the receiver operating curve.

RESULTS

We included 2,114 patients. In our final model on the 2018-2019 electronic health records and PRD data (n = 1,589), including numerous patient-reported outcome questionnaire scores, patients who were underweight and had undergone trauma-related surgery had higher odds of being on opioids at 3 months. Additionally, each 5-unit decrease in the preoperative Patient-Reported Outcomes Measurement Information System Global Physical Health score was associated with a 30% increased odds of being on opioids at 3 months. The area under the receiver operating curve of our model was 70.4%. On validation using data from the 2020 cohort, the area under the receiver operating curve was 60.3%. The Hosmer-Lemeshow test indicated a good fit.

CONCLUSIONS

We found that preoperative questionnaire scores were associated with prolonged postoperative opioid use, independent of other variables. Furthermore, PRD may provide unique patient-level insights, alongside other factors, to improve our understanding of postsurgical pain management.

TYPE OF STUDY/LEVEL OF EVIDENCE

Prognostic II.

Recovery After Musculoskeletal Injury: Mental and Social Health

Recovery from injury involves painful movement and activity, painful stretches and muscle strengthening, and adjustment to permanent impairment. Recovery is facilitated by embracing the concept that painful movement can be healthy, which is easier when one has more hope, less worry, and greater social supports and security. Evolution of one's identity to match the new physical status is a hallmark of a healthy outcome and is largely determined by mental and social health factors. When infection, loss of alignment or fixation, and nerve issues or compartment syndrome are unlikely, greater discomfort and incapability that usual for a given pathology or stage of recovery signal opportunities for improved mental and social health. Surgeons may be the clinicians most qualified to make this discernment. A surgeon who has gained a patient's trust can start to noticed despair, worry, and unhelpful thinking such as fear of painful movement. Reorienting people to greater hope and security and a healthier interpretation of the pains associated with the body's recovery can be initiated by the surgeon and facilitated by social workers, psychologist, and physical, occupational and hand therapists trained in treatments that combine mental and physical therapies.

Rotator cuff tendinopathy: magnitude of incapability is associated with greater symptoms of depression rather than pathology severity

BACKGROUND

Population-based studies have established that rotator cuff tendinopathy develops in most persons during their lifetimes, it is often accommodated, and there is limited correspondence between symptom intensity and pathology severity. To test the relationship between effective accommodation and mental health on its continuum, we studied the relative association of magnitude of capability with symptoms of anxiety or depression compared with quantifications of rotator cuff pathology such as defect size, degree of retraction, and muscle atrophy among patients presenting for specialty care.

METHODS

We analyzed a retrospective cohort of 71 adults seeking specialty care for symptoms of rotator cuff tendinopathy who underwent a recent magnetic resonance imaging scan of the shoulder and completed the following questionnaires: Patient-Reported Outcomes Measurement Information System (PROMIS) Global Health questionnaire (a measure of symptom intensity and magnitude of capability, consisting of mental and physical health subscores), Generalized Anxiety Disorder questionnaire (measuring symptoms of anxiety), and Patient Health Questionnaire (measuring symptoms of depression). Two independent reviewers measured the sagittal length of the rotator cuff defect and tendon retraction in millimeters on magnetic resonance imaging scans (excellent reliability) and rated rotator cuff muscle atrophy and fatty infiltration (more limited reliability), and we used the average measurement or rating for each patient. Multivariable statistical models were used to identify factors associated with the PROMIS Global Health score and mental and physical health subscores.

RESULTS

Accounting for potential confounding in multivariable analysis, lower PROMIS Global Health total scores and physical health subscale scores were independently associated with greater symptoms of depression but not with measures of pathology. Lower PROMIS mental health subscale scores were independently associated with greater symptoms of anxiety and greater muscle atrophy.

CONCLUSIONS

The observation that magnitude of incapability among patients seeking care for symptoms of rotator cuff pathology is associated with symptoms of depression but not with measures of the severity of the rotator cuff pathology suggests that treatment strategies for patients who seek care for symptoms of rotator cuff tendinopathy may be incomplete if they do not anticipate and address mental health.

People Have Mixed Reactions to Both Physiological and Psychological Explanations of Disproportionate Pain

BACKGROUND

There are two general frameworks that conceptualize pain that is more intense or persistent than expected based on measurable pathologic findings: the psychological (unhelpful thoughts and emotions) and the physiological (purported nervous system dysfunction, such as central sensitization). Some clinicians believe people will be more receptive to a physiological conceptualization. Prior quantitative research demonstrated that carefully crafted psychological explanations are rated similarly to crafted physiological explanations, with relatively mixed reactions. This qualitative study was undertaken in parallel with that quantitative study to help develop effective communication and treatment strategies by identifying specific thoughts and feelings (themes) regarding the physiological and psychological conceptualizations of disproportionate pain that make people more or less comfortable considering comprehensive, biopsychosocial treatment approaches.

QUESTION/PURPOSE

What themes arise in patient thoughts and feelings regarding physiological and psychological conceptualizations of pain that is more intense or persistent than expected?

METHODS

We sought to understand the experience of considering pain as a biopsychosocial experience (phenomenology approach) by studying the thoughts and feelings that arise as people seeking care for arm and back pain engage with physiological and psychological conceptualizations of pain that is more intense or persistent than one would expect based on the pathology. We recruited 29 patients presenting for upper extremity or back pain specialty care at one of two urban offices, intentionally recruiting people of various ages, genders, backgrounds, socioeconomic status, as well as type and duration of pain (purposive sampling). The 29 patients included 18 women and 11 men (16 married, 15 non-White, 20 with arm pain) with a median (interquartile range) age of 62 years (42 to 67). The interviews were conducted by a trained woman orthopaedic surgeon interviewer using a semistructured interview guide soliciting participants' thoughts and feelings about a physiological explanation (nerves in the central nervous system stuck in the on position can make pain more intense) and a psychological explanation (unhelpful thoughts and feelings of distress can make pain more intense) for pain more intense or persistent than expected. The interviews were transcribed and themes were identified as the data were collected. Based on current experimental evidence, including what is known about the physiological effects of thoughts, feelings, and context (placebo/nocebo effects), we assumed an underlying physiological basis for pain that is variably experienced and expressed (mixed postpositive/interpretive approach). Themes were identified in the interview transcripts systematically by two coders and then discussed with the entire research team to arrive at consensus. We stopped enrolling patients when the authors agreed that additional themes did not arise in five consecutive interviews.

RESULTS

The following themes and interpretations were derived from the analysis: Neither the physiological nor the psychological explanation for disproportionate pain (1) avoided the stigma associated with mental health, (2) was consistently understood, (3) provided a consistent sense of control, (4) consistently provided hope, and (5) represented the stress and emotion of disproportionate or persistent pain. The physiological explanation also generated mixed reactions regarding whether or not it: (1) was a useful point of conversation, (2) was reassuring or frightening, and (3) supported physiological or psychological treatments. The psychological explanation made some people feel worse.

CONCLUSION

People have mixed reactions to both physiological and psychological explanations of disproportionate pain. As such, without direction on content, communication might be most effective by focusing on relational aspects, such as emotional connection and trust.

CLINICAL RELEVANCE

Although there is room to improve the content of strategies for explaining more pain than expected to patients, our findings extend the discoveries of others in highlighting the need for tailored relational communication strategies that prioritize feeling heard, validated, and accompanied.

Surgeon Ratings of the Severity of Idiopathic Median Neuropathy at the Carpal Tunnel Are Not Influenced by Magnitude of Incapability

BACKGROUND

Accurately distinguishing the severity of pathophysiology from the level of symptom intensity and incapability is a foundation of effective treatment strategies under the biopsychosocial paradigm of illness. With respect to idiopathic median neuropathy at the carpal tunnel (the symptoms and signs of which are referred to as carpal tunnel syndrome), surgeons who are more likely to recommend surgery based on the magnitude of symptoms and incapability rather than the severity of neuropathy may be underappreciating and undertreating mental health opportunities and overtreating mild, and on occasion unmeasurable, disease. A survey-based experiment that randomizes elements of the patient presentation can help determine the relative influence of magnitude of incapability on ratings of pathology severity.

QUESTION/PURPOSE

What factors are associated with severity rating of idiopathic median neuropathy at the carpal tunnel on an 11-point ordinal scale?

METHODS

One hundred eight hand and wrist members of the Science of Variation Group (among approximately 200 participants who complete at least one survey-experiment a year related to the upper extremity on average) reviewed seven scenarios of fictional median neuropathy with seven randomized variables: age, gender, limitations of daily activity (incapability), Tinel and Phalen test results, duration of numbness episodes, prevention of numbness with nocturnal splint immobilization, constant numbness, and weakness of palmar abduction. Participants had a mean age of 51 ± 10 years, 90% (97 of 108) were men, and 74% (80 of 108) were subspecialized in hand surgery. Surgeons were asked to rate the severity of idiopathic median neuropathy at the carpal tunnel on a on an 11-point ordinal scale. Factors associated with rated severity were sought in multilevel ordered logistic regression models. Fifteen surgeons did not complete all of their assigned randomized scenarios, resulting in a total of 675 ratings.

RESULTS

After controlling for potentially confounding variables such as magnitude of incapability, factors associated with severity rating on the 11-point ordinal scale included palmar abduction weakness (odds ratio 11 [95% confidence interval 7.7 to 15]), longer duration of symptom episodes (OR 4.5 [95% CI 3.3 to 6.2]), nocturnal numbness in spite of splint immobilization (OR 3.2 [95% CI 2.3 to 4.3]), constant numbness (OR 2.5 [95% CI 1.9 to 3.4]), positive Tinel and positive Phalen test results (OR 2.2 [95% CI 1.6 to 2.9]), and older age (OR 1.6 [95% CI 1.2 to 2.1]).

CONCLUSION

Our results suggest that surgeons rate the severity of idiopathic median neuropathy at the carpal tunnel based on evidence of worse pathophysiology and are not distracted by greater incapability.

CLINICAL RELEVANCE

Surgeons who consider greater incapability as an indication of more severe pathology seem to be practicing outside the norm and may be underappreciating and undertreating the unhelpful thoughts and feelings of worry or despair that consistently account for a notable amount of the variation in symptom intensity and magnitude of incapability.

Are There Distinct Statistical Groupings of Mental Health Factors and Pathophysiology Severity Among People with Hip and Knee Osteoarthritis Presenting for Specialty Care?

BACKGROUND

There is mounting evidence that objective measures of pathophysiology do not correlate well with symptom intensity. A growing line of inquiry identifies statistical combinations (so-called "phenotypes") of various levels of distress and unhelpful thoughts that are associated with distinct levels of symptom intensity and magnitude of incapability. As a next step, it would be helpful to understand how distress and unhelpful thoughts interact with objective measures of pathologic conditions such as the radiologic severity of osteoarthritis. The ability to identify phenotypes of these factors that are associated with distinct levels of illness could contribute to improved personalized musculoskeletal care in a comprehensive, patient-centered model.

QUESTIONS/PURPOSES

(1) When measures of mental health are paired with radiologic osteoarthritis severity, are there distinct phenotypes among adult patients with hip and knee osteoarthritis? (2) Is there a difference in the degree of capability and pain self-efficacy among the identified mental health and radiologic phenotypes? (3) When capability (Patient-reported Outcomes Measurement Information System Physical Function [PROMIS PF]) is paired with radiographic osteoarthritis severity, are there distinct phenotypes among patients with hip and knee osteoarthritis? (4) Is there a difference in mental health among patients with the identified capability and radiologic phenotypes?

METHODS

We performed a secondary analysis of data from a study of 119 patients who presented for musculoskeletal specialty care for hip or knee osteoarthritis. Sixty-seven percent (80 of 119) of patients were women, with a mean age of 62 ± 10 years. Seventy-six percent (91 of 119) of patients had knee osteoarthritis, and 59% (70 of 119) had an advanced radiographic grade of osteoarthritis (Kellgren-Lawrence grade 3 or higher). This dataset is well-suited for our current experiment because the initial study had broad enrollment criteria, making these data applicable to a diverse population and because patients had sufficient variability in radiographic severity of osteoarthritis. All new and returning patients were screened for eligibility. We do not record the percentage of eligible patients who do not participate in cross-sectional surveys, but the rate is typically high (more than 80%). One hundred forty-eight eligible patients started the questionnaires, and 20% (29 of 148) of patients did not complete at least 60% of the questionnaires and were excluded, leaving 119 patients available for analysis. We measured psychologic distress (Patient Health Questionnaire-2 [PHQ-2] and Generalized Anxiety Disorder-2 questionnaire [GAD-2]), unhelpful thoughts about pain (Pain Catastrophizing Scale-4 [PCS-4]), self-efficacy when in pain (Pain Self-Efficacy Questionnaire-2), and capability (PROMIS PF). One of two arthroplasty fellowship-trained surgeons assigned the Kellgren-Lawrence grade of osteoarthritis based on radiographs in the original study. We used a cluster analysis to generate two sets of phenotypes: (1) measures of mental health (PHQ-2, GAD-2, PCS-4) paired with the Kellgren-Lawrence grade and (2) capability (PROMIS PF) paired with the Kellgren-Lawrence grade. We used one-way ANOVA and Kruskal-Wallis H tests to assess differences in capability and self-efficacy and mental health, respectively.

RESULTS

When pairing measures of psychologic distress (PHQ-2 and GAD-2) and unhelpful thoughts (catastrophic thinking) with the grade of radiographic osteoarthritis, six distinct phenotypes arose. These groups differed in terms of capability and pain self-efficacy (for example, mild pathology/low distress versus average pathology/high distress [PROMIS PF, mean ± standard deviation]: 43 ± 6.3 versus 33 ± 4.8; p = 0.003). When pairing the degree of capability (PROMIS PF) with the Kellgren-Lawrence grade, four distinct phenotypes arose. Patients in three of these did not differ in terms of disease severity but had notable variation in the degree of limitations. Patients with these radiologic and capability phenotypes differed in terms of distress and unhelpful thoughts (for example, moderate pathology/low capability versus mild pathology/high capability [PHQ-2, median and interquartile range]: 3 [1 to 5] versus 0 [0 to 0]; p < 0.001).

CONCLUSION

Statistical groupings ("phenotypes") that include both measures of pathology and mental health are associated with differences in symptom intensity and magnitude of incapability and have the potential to help musculoskeletal specialists discern mental and social health priorities. Future investigations may test whether illness phenotype-specific comprehensive biopsychosocial treatment strategies are more effective than treatment of pathology alone.

LEVEL OF EVIDENCE

Level III, prognostic study.

Do Unhelpful Thoughts or Confidence in Problem Solving Have Stronger Associations with Musculoskeletal Illness?

BACKGROUND

Measures of unhelpful thoughts and distress correlate with the intensity of pain and the magnitude of incapability among people seeking musculoskeletal specialty care. In this evolving knowledge area, we want to be sure we have not neglected other important mental health factors. This study addressed how measures of confidence in problem solving as well as past and current ability to achieve goals account for variation in symptoms and capability independent of unhelpful thoughts and distress.

QUESTIONS/PURPOSES

(1) Are measures of confidence in problem solving ability and past and current ability to achieve goals regarding future outcomes associated with variation in capability, independent of measures of symptoms of depression and anxiety (distress) and measures of unhelpful thoughts (worst-case thinking, negative pain thoughts)? (2) Are these measures independently associated with variation in pain intensity? (3) Are these measures associated with measures of symptoms of depression, symptoms of anxiety, and unhelpful thoughts?

METHODS

Over a 7-month period during the pandemic, we enrolled sporadically from the offices of four surgeons treating patients who sought care for various upper and lower extremity conditions. We invited approximately 200 adult new and returning patients to participate (the number of invitations was not formally tracked) and 187 accepted. Thirty-one were excluded due to markedly incomplete entries (related to a problematic attempt to use the patient's cell phone to complete questionnaires as a pandemic work around), leaving 156 for analysis. Patients completed an 11-point ordinal rating of pain intensity, two measures of unhelpful thoughts (the Pain Catastrophizing Scale and the Negative Pain Thoughts Questionnaire), the Adult Hope Scale to measure past and current ability to achieve goals, the Personal Optimism and Self-Efficacy Optimism Scale to measure confidence in problem solving ability, the Patient-reported Outcomes Measurement Information System (PROMIS) computer adaptive test to measure symptoms of anxiety, the PROMIS computer adaptive test to measure symptoms of depression, and the PROMIS physical function computer adaptive test to assess the magnitude of capability. All questionnaires were validated in previous studies. We used bivariate analyses to identify factors associated with magnitude of capability, pain intensity, confidence in problem solving ability, and past and current ability to achieve goals. All factors with a p value of less than 0.1 were included in multivariable analyses to seek associations between these measures accounting for confounders. We reported partial η2 as a measure of effect size for all multivariable regression models. The following rules of thumb are used to interpret values for partial η2: a value of 0.01 = small, 0.06 = medium, and values of 0.14 and higher show large effect size.

RESULTS

Greater capability was modestly associated with fewer negative pain thoughts (β = -0.63 [95% CI -1.0 to -0.22]; standard error = 0.20; partial η2 = 0.06; p = 0.003) and no self-reported comorbidities (β = 2.6 [95% CI 0.02 to 5.3]; standard error = 1.3; partial η2 = 0.03; p = 0.048) after controlling for education, symptoms of depression and anxiety, worst-case thinking, as well as past and current ability to achieve goals. In a similar multivariable model, greater pain intensity was modestly associated with greater worst-case thinking (β = 0.33 [95% CI 0.20 to 0.45]; standard error = 0.06; partial η2 = 0.16; p < 0.001) and established patients (β = -1.1 [95% CI -1.8 to -0.31]; standard error = 0.38; partial η2 = 0.05; p = 0.006). In another similar multivariable model, having more confidence in problem solving ability had a limited association with higher ratings of past and current ability to achieve goals (β = 0.15 [95% CI 0.09 to 0.21]; standard error = 0.03; partial η2 = 0.13; p < 0.001). In a final multivariable model, lower past and current ability to achieve goals was independently associated with having greater symptoms of depression (β = -0.45 [95% CI -0.67 to -0.23]; standard error = 0.11; partial η2 = 0.1; p < 0.001) and more negative pain thoughts (β = -0.49 [95% CI -0.89 to -0.09]; standard error = 0.20; partial η2 = 0.04; p = 0.02).

CONCLUSION

The observation that unhelpful thoughts about symptoms are more strongly associated with symptom intensity than past and current ability to achieve goals and confidence in problem solving ability add to the evidence that attentiveness to unhelpful thinking is an important aspect of musculoskeletal health. Musculoskeletal specialists can prioritize communication strategies such as relationship building and motivational interviewing that develop trust and facilitate reorientation of common unhelpful thoughts.

LEVEL OF EVIDENCE

Level II, prognostic study.

Unhelpful Thoughts and Distress Regarding Symptoms Limit Accommodation of Musculoskeletal Pain

BACKGROUND

Among people with musculoskeletal disorders, much of the variation in magnitude of incapability and pain intensity is accounted for by mental and social health opportunities rather than severity of pathology. Current questionnaires seem to combine distinct aspects of mental health such as unhelpful thoughts and distress regarding symptoms, and they can be long and burdensome. To identify personalized health strategies, it would be helpful to measure unhelpful thoughts and distress regarding symptoms at the point of care with just a few questions in a way that feels relevant to a person's health.

QUESTIONS/PURPOSES

(1) Do questions that address unhelpful thoughts and distress regarding symptoms independently account for variation in accommodation of pain? (2) Which questions best measure unhelpful thoughts and distress regarding symptoms?

METHODS

This is a cross-sectional questionnaire study of people seeking care regarding upper and lower extremity conditions from one of eight specialist clinicians (one upper extremity, one arthroplasty, and one sports surgeon and their three nurse practitioners and two physician assistants) in one urban office. Between June 2020 and September 2020, 171 new and returning patients were approached and agreed to participate, and 89% (153) of patients completed all questionnaires. The most common reason for noncompletion was the use of a pandemic strategy allowing people to use their phone to finish the questionnaire, with more people leaving before completion. Women and divorced, separated, or widowed people were more likely to not complete the survey, and we specifically account for sex and marital status as potential confounders in our multivariable analysis. Forty-eight percent (73 of 153) of participants were women, with a mean age 48 ± 16 years. Participants completed demographics and the validated questionnaires: Pain Catastrophizing Scale, Negative Pain Thoughts Questionnaire, Tampa Scale of Kinesiophobia, Intolerance of Uncertainty Scale, and Pain Self-Efficacy Questionnaire (a measure of accommodation to pain). In an exploratory factor analysis, we found that questions group together on four topics: (1) distress about symptoms (unhelpful feelings of worry and despair), (2) unhelpful thoughts about symptoms (such as worst-case thinking and pain indicating harm), (3) being able to plan, and (4) discomfort with uncertainty. We used a multivariable analysis, accounting for potential confounding demographics, to determine whether the identified question groupings account for variation in accommodation of pain-and thus are clinically relevant. Then, we used a confirmatory factor analysis to determine which questions best represent clinically relevant groupings of questions.

RESULTS

After accounting for sex, marital status, work, and income, we found that distress and unhelpful thoughts about symptoms were independently associated with accommodation of pain, and together, they explained 60% of its variation (compared with 52% for distress alone and 40% for unhelpful thoughts alone). Variation in symptoms of distress was best measured by the question "I feel I can't stand it anymore" (76%). Variation in unhelpful thoughts was best addressed by the question "I wouldn't have this much pain if there wasn't something potentially dangerous going on in my body" (64%).

CONCLUSION

We found that distress (unhelpful feelings) and unhelpful thoughts about symptoms are separate factors with important and comparable associations with accommodation to pain. It also appears that these two factors can be measured with just a few questions. Being attentive to the language people use and the language of influential questions might improve clinician identification of mental health opportunities in the form of distress and unhelpful thoughts about symptoms, which in turn might contribute to better accommodation and alleviation of symptoms.

LEVEL OF EVIDENCE

Level II, prognostic study.

People Prefer to Continue with Painful Activities Even if They Lead to Earlier Surgery

BACKGROUND

The degree to which physical activity results in arthritis progression is unknown, but it probably is less than most people believe. But the belief that painful activity is harmful has notable associations both with greater pain intensity and greater activity intolerance among people seeking care for painful conditions such as osteoarthritis. If there were evidence that people not seeking care would prefer to accommodate a painful cherished activity, even if such accommodation is harmful, this might remind surgeons that many people seeking their care also hold this value. Care strategies could be designed to help people reconnect with this value by guiding them to an appropriate weighting of the potential benefits and the potential harms of painful activity.

QUESTIONS/PURPOSES

(1) What degree of harm (measured as a decrease in the number of years before reconstructive surgery) are people willing to trade to continue a cherished activity? (2) What factors are associated with the chosen number of years? (3) What percentage of patients is willing to trade harm to the joint (presented as surgery 3 years earlier) to continue their cherished activity? (4) What factors are associated with the choice to trade harm for continued activity?

METHODS

We performed an online, survey-based, time trade-off experiment using a crowdsourcing website that allows users to pay volunteers to complete surveys. The survey was closed when the prespecified number of surveys was obtained. The experiment measured personal and psychological factors associated with the willingness to accommodate harmful painful activity to continue cherished activities among people not currently troubled by the condition, an approach favored in trade-off studies. Large crowdsourcing survey studies may not represent the general population, but they have sufficient diversity to determine factors associated with responses. Participants (539 total, 289 men and 250 women with a mean age of 33 ± 11 years) completed validated measures of symptoms of anxiety and depression, activity tolerance, an 11-point ordinal measure of pain intensity, and three validated questionnaires addressing common misconceptions about pain. To answer our first and second questions, we calculated the harm (measured as a decrease in the number of years before reconstructive surgery) that people were willing to trade to continue their cherished activity, and then we used multiple linear regression to identify factors associated with the number of years. To answer the third and fourth questions, we calculated the percentage of patients who would choose to trade harm to the joint (surgery 3 years earlier) to continue their cherished activity and then we used multiple logistic regression to identify factors associated with the choice to trade harm for activity.

RESULTS

Participants were willing to trade harm in the form of more rapid disease progression leading to surgery a mean of 4.5 ± 3.6 years earlier to continue a cherished activity. Controlling for personal and psychological factors, a greater number of years people were willing to trade was associated with slightly greater bodily pain intensity (r = 0.11; p = 0.01). Seventy-six percent (410 of 539) of participants were willing to trade harm in the form of needing surgery 3 years earlier to continue their cherished activity. Controlling for personal and psychological factors, a choice to trade earlier surgery for continued activity was associated with an income greater than USD 50,000 per year (odds ratio 2.07 [95% confidence interval 1.17 to 3.65]; p = 0.01) and greater fear of painful movement (OR 1.07 [95% CI 1.01 to 1.15]; p = 0.04).

CONCLUSION

People are relatively willing to accommodate pain to continue a cherished activity, even if it causes harm.

CLINICAL RELEVANCE

Musculoskeletal specialists can incorporate strategies to help people seeking care to revitalize their inherent level of willingness to accommodate painful activity. One strategy might be to attend to an appropriate weighting of the potential benefits and the potential harms of painful activity.

LEVEL OF EVIDENCE

Level II, prognostic study.

Clinician Facial Expression of Emotion Corresponds with Patient Mindset

BACKGROUND

Mental health has a notable and perhaps underappreciated relationship with symptom intensity related to musculoskeletal pathophysiology. Tools for increasing awareness of mental health opportunities may help musculoskeletal specialists identify and address psychological distress and unhealthy misconceptions with greater confidence. One such type of technology-software that identifies emotions by analyzing facial expressions-could be developed as a clinician-awareness tool. A first step in this endeavor is to conduct a pilot study to assess the ability to measure patient mental health through specialist facial expressions.

QUESTIONS/PURPOSES

(1) Does quantification of clinician emotion using facial recognition software correlate with patient psychological distress and unhealthy misconceptions? (2) Is there a correlation between clinician facial expressions of emotions and a validated measure of the quality of the patient-clinician relationship?

METHODS

In a cross-sectional pilot study, between April 2019 and July 2019, we made video recordings of the clinician's face during 34 initial musculoskeletal specialist outpatient evaluations. There were 16 men and 18 women, all fluent and literate in English, with a mean age of 43 ± 15 years. Enrollment was performed according to available personnel, equipment, and room availability. We did not track declines, but there were only a few. Video recordings were analyzed using facial-emotional recognition software, measuring the proportion of time spent by clinicians expressing measured emotions during a consultation. After the visit, patients completed a demographic questionnaire and measures of health anxiety (the Short Health Anxiety Inventory), fear of painful movement (the Tampa Scale for Kinesiophobia), catastrophic or worst-case thinking about pain (the Pain Catastrophizing Scale), symptoms of depression (the Patient Health Questionnaire), and the patient's perception of the quality of their relationship with the clinician (Patient-Doctor Relationship Questionnaire).

RESULTS

Clinician facial expressions consistent with happiness were associated with less patient health anxiety (r = -0.59; p < 0.001) and less catastrophic thinking (r = -0.37; p = 0.03). Lower levels of clinician expressions consistent with sadness were associated with less health anxiety (r = 0.36; p = 0.04), fewer symptoms of generalized anxiety (r = 0.36; p = 0.03), and less catastrophic thinking (r = 0.33; p = 0.05). Less time expressing anger was associated with greater health anxiety (r = -0.37; p = 0.03), greater symptoms of anxiety (r = -0.46; p < 0.01), more catastrophic thinking (r = -0.38; p = 0.03), and greater symptoms of depression (r = -0.42; p = 0.01). More time expressing surprise was associated with less health anxiety (r = -0.44; p < 0.01) and symptoms of depression (r = -0.52; p < 0.01). More time expressing fear was associated with less kinesiophobia (r = -0.35; p = 0.04). More time expressing disgust was associated with less catastrophic thinking (r = -0.37; p = 0.03) and less health anxiety (GAD-2; r = -0.42; p = 0.02) and symptoms of depression (r = -0.44; p < 0.01). There was no association between a clinicians' facial expression of emotions and patient experience with patient-clinician interactions.

CONCLUSION

The ability to measure a patient's mindset on the clinician's face confirms that clinicians are registering the psychological aspects of illness, whether they are consciously aware of them or not. Future research involving larger cohorts of patients, mapping clinician-patient interactions during consultation, and more sophisticated capture of nonverbal and verbal cues, including a broader range of emotional expressions, may help translate this innovation from the research setting to clinical practice.

CLINICAL RELEVANCE

Tools for measuring emotion through facial recognition could be used to train clinicians to become aware of the psychological aspects of health and to coach clinicians on effective communication strategies both for gentle reorientation of common misconceptions as well as for appropriate and timely diagnosis and treatment of psychological distress.

Preoperative Evaluation of the Lower Extremity-Specific PROMIS Mobility Bank in Patients with ACL Tears

Purpose

The purpose of this study was to preoperatively assess the Patient-Reported Outcomes Measurement Information System (PROMIS) Item Bank v2.0–Mobility in patients with anterior cruciate ligament (ACL) tears to (1) determine construct validity by correlating with legacy patient-reported outcomes (PROs), (2) evaluate test burden, (3) determine the presence of floor or ceiling effects, and (4) revisit the conventional threshold for inclusiveness (floor/ceiling effects) in the modern era of computer adaptive testing (CAT)–based PROs.

Methods

Patients at a large academic musculoskeletal specialty center diagnosed with ACL tears indicated for surgery were administered the following outcomes measures before surgery: PROMIS Mobility CAT, PROMIS Pain Interference CAT (PROMIS PI), International Knee Documentation Committee (IKDC), the Marx Knee Activity Rating Scale (Marx), and Single Assessment Numeric Evaluation (SANE). Construct validity was evaluated using Spearman correlation coefficients. Correlation strengths were defined as high (≥0.7), high-moderate (0.61-0.69), moderate (0.4-0.6), moderate-weak (0.31-0.39) and weak (≤0.3). Number of questions to completion were recorded as a marker of test burden. The percentage of patients scoring at the extreme high (ceiling) or low (floor) of each measure was recorded to measure inclusivity.

Results

A total of 1126 patients were evaluated. The mean number of questions answered (± standard deviation) was 4.7 ± 2.1 for PROMIS Mobility and 4.5 ± 1.9 for PROMIS PI. PROMIS Mobility demonstrated a high correlation with IKDC, (r = 0.81, P < .001), a high-moderate correlation with PROMIS PI (r = −0.63), and a moderate correlation with SANE (r = 0.46, P < .01). Neither PROMIS Mobility nor PROMIS PI met conventional criteria for floor or ceiling effects (>15%).

Conclusions

The PROMIS Mobility measure maintains construct validity, because its scores correlate strongly with other PROs measuring physical function with high efficiency among preoperative patients with ACL injuries. Although ceiling effects of PROMIS Mobility CAT were below the conventional significance threshold of 15% at the preoperative timepoint in this population, this study provides critical feedback for redesigning the Mobility bank.

Level of Evidence

Level III (Diagnostic study).

Prospective Cohort Study to Investigate Factors Associated With Continued Immobilization of a Nondisplaced Scaphoid Waist Fracture

PURPOSE

The decision to continue immobilization of a nondisplaced scaphoid waist fracture is often based on radiographic appearance (despite evidence that radiographs are unreliable and inaccurate for diagnosing scaphoid union 6-12 weeks after fracture) and fracture tenderness (even though it is influenced by cognitive biases on pain). This may result in unhelpful additional immobilization. We studied nondisplaced scaphoid waist fractures to determine the factors associated with (1) the surgeon's decision to continue cast or splint immobilization at the first visit when cast removal was being considered; (2) greater pain on examination; and (3) the surgeon's concern about radiographic consolidation.

METHODS

We prospectively included 46 patients with a nondisplaced scaphoid waist fracture treated nonoperatively. At the first visit when cast removal was considered - after an average of 6 weeks of immobilization - patients rated pain during 4 examination maneuvers. The treating surgeon assessed union on radiographs and decided whether to continue or discontinue immobilization. Patients completed measures of the following: (1) the degree to which pain limits activities (Patient-Reported Outcome Measure Interactive System [PROMIS] Pain Interference Computer Adaptive Test [CAT], Pain Self-Efficacy Questionnaire-2); (2) symptoms of depression (PROMIS Depression CAT); and (3) upper extremity function (PROMIS Upper Extremity Function CAT). We used multivariable regression analysis to investigate the factors associated with each outcome.

RESULTS

Perceived inadequate radiographic healing and greater symptoms of depression were independently associated with continued immobilization. Pain during the examination was not associated with continued immobilization. Patient age was associated with pain on examination. Shorter immobilization duration was the only factor associated with the surgeon's perception of inadequate radiographic consolidation.

CONCLUSIONS

Inadequate radiographic healing and greater symptoms of depression are associated with a surgeon's decision to continue cast or splint immobilization of a nondisplaced scaphoid waist fracture.

CLINICAL RELEVANCE

Overreliance on radiographs and inadequate accounting for psychological distress may hinder the adoption of shorter immobilization times for nondisplaced waist fractures.