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1.
J Hand Surg Asian Pac Vol ; 29(3): 191-199, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38726498

ABSTRACT

Background: Thumb carpometacarpal joint (CMC) osteoarthritis is the most symptomatic hand arthritis but the long-term healthcare burden for managing this condition is unknown. We sought to compare total healthcare cost and utilisation for operative and nonoperative treatments of thumb CMC arthritis. Methods: We conducted a retrospective longitudinal analysis using a large nationwide insurance claims database. A total of 18,705 patients underwent CMC arthroplasty (trapeziectomy with or without ligament reconstruction tendon interposition) or steroid injections between 1 October 2015 and 31 December 2018. Primary outcomes, healthcare utilisation and costs were measured from 1 year pre-intervention to 3 years post-intervention. Generalised linear mixed effect models adjusted for potentially confounding factors such as the Elixhauser comorbidity score with propensity score matching were applied to evaluate the association between the primary outcomes and treatment type. Results: A total of 13,646 patients underwent treatment through steroid injections, and 5,059 patients underwent CMC arthroplasty. At 1 year preoperatively, the surgery group required $635 more healthcare costs (95% CI [594.28, 675.27]; p < 0.001) and consumed 42% more healthcare utilisation (95% CI [1.38, 1.46]; p < 0.0001) than the steroid injection group. At 3 years postoperatively, the surgery group required $846 less healthcare costs (95% CI [-883.07, -808.51], p < 0.0001) and had 51% less utilisation (95% CI [0.49, 0.53]; p < 0.0001) annually. Cumulatively over 3 years, the surgical group on average was $4,204 costlier than its counterpart secondary to surgical costs. Conclusions: CMC arthritis treatment incurs high healthcare cost and utilisation independent of other medical comorbidities. At 3 years postoperatively, the annual healthcare cost and utilisation for surgical patients were less than those for patients who underwent conservative management, but this difference was insufficient to offset the initial surgical cost. Level of Evidence: Level III (Therapeutic).


Subject(s)
Arthroplasty , Carpometacarpal Joints , Health Care Costs , Osteoarthritis , Thumb , Humans , Male , Female , Middle Aged , Retrospective Studies , Osteoarthritis/surgery , Osteoarthritis/economics , Carpometacarpal Joints/surgery , Health Care Costs/statistics & numerical data , Thumb/surgery , Arthroplasty/economics , Arthroplasty/statistics & numerical data , Aged , Longitudinal Studies , Patient Acceptance of Health Care/statistics & numerical data , Injections, Intra-Articular/economics , Adult
2.
Plast Reconstr Surg ; 2024 Mar 04.
Article in English | MEDLINE | ID: mdl-38437031

ABSTRACT

BACKGROUND: In 2021, the United States enacted a law requiring hospitals to report prices for healthcare services. Across several healthcare services, poor compliance and wide variation in pricing was found. This study aims to investigate variation in reporting and listed prices by hospital features for high-volume hand surgeries including Carpal Tunnel release, Trigger Finger Release, De Quervain Tenosynovitis Release, and Carpometacarpal Arthroplasty. METHODS: The Turquoise Health price transparency database was used to obtain listed prices and linked to hospital characteristics from the 2021 Annual American Hospital Association Survey. This study used descriptive statistics and generalized linear regression. RESULTS: The analytic cohort included 2,652 hospitals from across the US. The highest rate of price reporting was in the Midwest (52%, n=836) and lowest in the South (39%, n=925). Compared to commercial insurers, ($3,609, 95% CI: $3,414 to $3,805) public insurance rates were significantly lower (Medicare: $1,588, 95% CI: $1,484 to $1,693, adjusted difference = -$2,021, p<0.001, Medicaid: $1,403, (95% CI: $1,194 to $1,612, adjusted difference = -$2,206, p<0.001). Listed rates for self-pay patients were not statistically different from commercial rates. CONCLUSIONS: Although pricing for high volume elective hand surgeries is frequently reported, a high proportion of hospitals do not report prices. These data highlight the need for future transparency policy to include pricing for high-volume hand surgery to give patients the ability to make financially informed choices. These results are a valuable aid for surgeons and patients to promote financially conscious decisions.

3.
Plast Reconstr Surg ; 2024 Mar 25.
Article in English | MEDLINE | ID: mdl-38546690

ABSTRACT

BACKGROUND: Traumatic hand injuries often present with high acuity, but little is known about the influence of geospatial and socioeconomic factors on the timely delivery of care. METHODS: This cross-sectional study used the Michigan Trauma Quality Improvement Program database, a state-wide registry with 35 level I or II trauma centers. Adult patients sustained hand trauma requiring urgent operative treatment between 2016 and 2021. Zip codes of injury location were linked with the corresponding percentile score on the Area Deprivation Index (ADI), a comprehensive measure of neighborhood disadvantage. Multiple regression analyses were used to determine associations of patient, injury and geospatial characteristics with the odds of sustaining acute hand trauma and time to operative treatment. RESULTS: Among 1,826 patients, the odds of sustaining acute hand trauma based on the ADI followed a bimodal distribution. Female sex, smoking, obesity, work-related injury and residence in a minor city were associated with increased odds, while younger age, comorbidities, and rural residence were associated with decreased odds. For 388 patients who underwent surgery within 48 hours, time to treatment was significantly increased in the highest ADI quintile, for patients who underwent fracture fixation, and for those with severe global injury severity. Multi-system injuries, moderate global injury severity and direct admission to an orthopaedic service were associated with shorter times to treatment. CONCLUSIONS: Patients in areas with greater neighborhood disadvantage may experience delayed operative care after acute hand trauma. This study highlights the importance of considering underserved populations and geospatial factors when determining the allocation of hand surgery resources. LEVEL OF EVIDENCE: Prognostic Level III.

4.
J Clin Epidemiol ; 163: 92-94, 2023 Nov.
Article in English | MEDLINE | ID: mdl-37783401

ABSTRACT

Observational research designs enable clinicians to investigate topics for which randomized-controlled trials may be difficult to conduct. However, the lack of randomization in observational studies increases the likelihood of confounders introducing bias to study results. Analytical methods such as propensity score matching and regression analysis are employed to reduce the effects of such confounding, mainly by determining characteristics of patient groups and adjusting for measured confounders. Sensitivity analyses are subsequently applied to elucidate the extent to which study results could still be affected by unmeasured confounding. The E-value is one such approach. By presenting a value that quantifies the strength of unmeasured confounding necessary to negate the observed results, the E-value is a useful heuristic concept for assessing the robustness of observational studies. This article provides an introductory overview of how the E-value can be evaluated and presented in clinical research studies.


Subject(s)
Confounding Factors, Epidemiologic , Humans , Bias , Propensity Score , Regression Analysis
6.
Clin Orthop Relat Res ; 481(9): 1828-1835, 2023 09 01.
Article in English | MEDLINE | ID: mdl-36881548

ABSTRACT

BACKGROUND: Occult scaphoid fractures on initial radiographs of an injury are a diagnostic challenge to physicians. Although artificial intelligence models based on the principles of deep convolutional neural networks (CNN) offer a potential method of detection, it is unknown how such models perform in the clinical setting. QUESTIONS/PURPOSES: (1) Does CNN-assisted image interpretation improve interobserver agreement for scaphoid fractures? (2) What is the sensitivity and specificity of image interpretation performed with and without CNN assistance (as stratified by type: normal scaphoid, occult fracture, and apparent fracture)? (3) Does CNN assistance improve time to diagnosis and physician confidence level? METHODS: This survey-based experiment presented 15 scaphoid radiographs (five normal, five apparent fractures, and five occult fractures) with and without CNN assistance to physicians in a variety of practice settings across the United States and Taiwan. Occult fractures were identified by follow-up CT scans or MRI. Participants met the following criteria: Postgraduate Year 3 or above resident physician in plastic surgery, orthopaedic surgery, or emergency medicine; hand fellows; and attending physicians. Among the 176 invited participants, 120 completed the survey and met the inclusion criteria. Of the participants, 31% (37 of 120) were fellowship-trained hand surgeons, 43% (52 of 120) were plastic surgeons, and 69% (83 of 120) were attending physicians. Most participants (73% [88 of 120]) worked in academic centers, whereas the remainder worked in large, urban private practice hospitals. Recruitment occurred between February 2022 and March 2022. Radiographs with CNN assistance were accompanied by predictions of fracture presence and gradient-weighted class activation mapping of the predicted fracture site. Sensitivity and specificity of the CNN-assisted physician diagnoses were calculated to assess diagnostic performance. We calculated interobserver agreement with the Gwet agreement coefficient (AC1). Physician diagnostic confidence was estimated using a self-assessment Likert scale, and the time to arrive at a diagnosis for each case was measured. RESULTS: Interobserver agreement among physicians for occult scaphoid radiographs was higher with CNN assistance than without (AC1 0.42 [95% CI 0.17 to 0.68] versus 0.06 [95% CI 0.00 to 0.17], respectively). No clinically relevant differences were observed in time to arrive at a diagnosis (18 ± 12 seconds versus 30 ± 27 seconds, mean difference 12 seconds [95% CI 6 to 17]; p < 0.001) or diagnostic confidence levels (7.2 ± 1.7 seconds versus 6.2 ± 1.6 seconds; mean difference 1 second [95% CI 0.5 to 1.3]; p < 0.001) for occult fractures. CONCLUSION: CNN assistance improves physician diagnostic sensitivity and specificity as well as interobserver agreement for the diagnosis of occult scaphoid fractures. The differences observed in diagnostic speed and confidence is likely not clinically relevant. Despite these improvements in clinical diagnoses of scaphoid fractures with the CNN, it is unknown whether development and implementation of such models is cost effective. LEVEL OF EVIDENCE: Level II, diagnostic study.


Subject(s)
Deep Learning , Fractures, Bone , Fractures, Closed , Hand Injuries , Scaphoid Bone , Wrist Injuries , Humans , Fractures, Bone/diagnostic imaging , Scaphoid Bone/diagnostic imaging , Scaphoid Bone/injuries , Fractures, Closed/diagnostic imaging , Artificial Intelligence , Wrist Injuries/diagnosis , Algorithms
7.
8.
Clin Orthop Relat Res ; 481(6): 1174-1192, 2023 06 01.
Article in English | MEDLINE | ID: mdl-36728049

ABSTRACT

BACKGROUND: Reported complication frequencies after distal radius fracture (DRF) treatment vary widely in the literature and are based mostly on observational evidence. Whether that evidence is sufficiently robust to use in practice is controversial. The E-value is an innovative sensitivity analysis that quantitates the robustness of observational evidence against unmeasured confounders, whereby a greater E-value usually implies more robust evidence and vice versa; with DRF complications, this approach can help guide readers to a more confident interpretation of the available evidence. QUESTIONS/PURPOSES: In this study, we sought (1) to compare the complication frequencies among different DRF treatment modalities, and (2) to evaluate the robustness of these observational studies using the E-value as an index for unmeasured confounding. METHODS: We searched PubMed, Embase, and SCOPUS for observational studies on the management of DRFs that were published from January 2001 to July 2021 with the last database search performed on July 31, 2021. All articles that compared different DRF treatment modalities with reported complication frequencies were included to accurately capture the quality of the observational studies in research about DRF. Risk ratios (RRs) of the overall complication and major complication risks were calculated for each subgroup comparison: volar plating versus dorsal plating, casting, external fixation, and percutaneous K-wire fixation. The RRs and their corresponding lower limits of the 95% confidence intervals (CIs) were used to derive the E-values. E-values can have a minimum possible value of 1, which signifies that the treatment-outcome association is not strong and can readily be overturned by unmeasured confounders. By contrast, a large E-value means that the observed treatment-outcome association is robust against unmeasured confounders. We averaged RRs and E-values for the effect estimates and lower limits of CIs across studies in each treatment comparison group. We identified 36 comparative observational studies that met the inclusion criteria. Seven studies compared volar with dorsal plating techniques. Volar plating was also compared with casting (eight studies), external fixation (15 studies), and percutaneous K-wire fixation (six studies). RESULTS: Total and major complication risks did not differ among different DRF treatments. The mean RRs for total and major complications were 1.2 (95% CI 0.4 to 3.9; p = 0.74) and 1.8 (95% CI 0.4 to 11.4; p = 0.52) for the volar versus dorsal plating group; 1.2 (95% CI 0.3 to 11.2; p = 0.87) and 1.5 (95% CI 0.3 to 14.9; p = 0.74) for the volar plating versus casting group; 0.6 (95% CI 0.2 to 2.2; p = 0.33) and 0.8 (95% CI 0.2 to 6.7; p = 0.86) for the volar plating versus external fixation group; and 0.6 (95% CI 0.2 to 2.6; p = 0.47) and 0.7 (95% CI 0.2 to 4.0; p = 0.67) for the volar plating versus K-wire fixation group. The mean E-values for total and major complication frequencies for the between-group comparison ranged from 3.1 to 5.8; these were relatively large in the context of a known complication risk factor, such as high-energy impact (RR 3.2), suggesting a reasonable level of robustness against unmeasured confounding. However, the E-values for lower limits of CIs remained close to 1, which indicates the observed complication frequencies in these studies were likely to have been influenced by unmeasured confounders. CONCLUSION: Complication frequencies did not differ among different DRF treatment modalities, but the observed complication frequencies from most comparative observational studies were less robust against potential unmeasured confounders. The E-value method, or another type of sensitivity analysis, should be implemented in observational hand surgery research at the individual-study level to facilitate assessment of robustness against potential unmeasured confounders. LEVEL OF EVIDENCE: Level III, therapeutic study.


Subject(s)
Radius Fractures , Wrist Fractures , Humans , Radius Fractures/diagnostic imaging , Radius Fractures/surgery , Fracture Fixation, Internal/adverse effects , Fracture Fixation, Internal/methods , Fracture Fixation/adverse effects , Fracture Fixation/methods , Treatment Outcome , Bone Plates
9.
J Hand Surg Eur Vol ; 48(2): 123-130, 2023 02.
Article in English | MEDLINE | ID: mdl-36329565

ABSTRACT

Multiple treatment options are available to patients with Dupuytren contracture, making shared decision-making complex. Our rigorous qualitative analysis sought to understand patient perceptions of shared decision-making in Dupuytren contracture treatment and create a conceptual framework to optimize patient-physician communication. We interviewed 30 patients with Dupuytren contracture to learn about their experience with treatment selection. The following themes were integral to shared decision-making for Dupuytren contracture treatment: discussing disease progression and treatment initiation, presenting all available treatment options, assessing patients' pre-existing biases towards treatment, patient values and preferences for treatment trade-offs, treatment risks and benefits, physician recommendation and active patient participation. This model can optimize communication about treatment options and expectations for relevant outcomes including, recovery time, contracture recurrence, complications, and treatment-related expenses.Level of evidence: V.


Subject(s)
Dupuytren Contracture , Humans , Dupuytren Contracture/therapy , Decision Making, Shared , Physician-Patient Relations , Patient Participation , Communication , Decision Making
10.
Plast Reconstr Surg Glob Open ; 10(11): e4646, 2022 Nov.
Article in English | MEDLINE | ID: mdl-36405046

ABSTRACT

The increase in virtual conferences during the COVID-19 pandemic provided unexpected advantages such as increased accessibility, while also creating concern about the effectiveness of online networking and career development. Given that a variety of conference attributes are impacted by changes in conference format, we sought to investigate how plastic surgeons prioritize key aspects of conference conduct. Methods: We sent a survey based on conjoint analysis, a statistical method for evaluating consumer preferences, to active members of the American Society of Plastic Surgeons. Respondents were asked to choose between pairs of conference options, each with unique attributes. Their answers were used to calculate feature importance values and utility coefficients for the conference attributes. Subgroup analyses were conducted based on demographic factors. Results: A total of 263 respondents completed the survey. Respondents were mostly White (181 individuals [68.8%]) and men (186 [70.7%]). Nearly half (122 [46.4%]) had been practicing 20 or more years. Conference attributes with the highest feature importance values (SDs) were cost of attendance (30.4% [14.2%]) and conference format (28.8% [14.2%]). Equity initiatives (14.5% [10.1%]), reimbursement for cost (11.1% [5.7%]), and opportunities for networking (9.5% [6.0%]) had intermediate feature importance values. Environmental impact had the lowest feature importance (5.7% [3.8%]). Conclusions: Surgeons' conference preferences depend highly on format and the presence of equity initiatives, both of which can be incorporated or modified in future conferences to ensure inclusive and successful events. Meanwhile, environmental impact is less important to surgeons, suggesting a pressing need to bring sustainability issues to their attention.

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