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Nevin Manimala Statistics

Nonarteritic Anterior Ischemic Optic Neuropathy and the Risk of Dementia: A Nationwide Cohort Study

Neurology. 2024 Aug 13;103(3):e209657. doi: 10.1212/WNL.0000000000209657. Epub 2024 Jul 15.

ABSTRACT

BACKGROUND AND OBJECTIVES: While emerging theories suggest that vascular dysfunction may occur concurrently with the amyloid cascade in Alzheimer disease (AD) pathogenesis, the role of vascular components as primary neurodegeneration triggers remains uncertain. The aim of this retrospective, population-based cohort study conducted in Korea was to explore the link between nonarteritic anterior ischemic optic neuropathy (NAION) and dementia risk.

METHODS: In this nationwide, population-based, retrospective cohort study, we identified newly diagnosed NAION from 2010 to 2017 in the Korean National Health Insurance Service database. The primary outcome was new dementia diagnoses confirmed by new ICD-10 claims coupled with antidementia medication prescriptions. We assessed dementia risk using hazard ratios (HRs) with 95% CIs over an average 2.69-year follow-up after a 1-year lag period.

RESULTS: The cohort consisted of 42,943 patients with NAION and 214,715 age-matched and sex-matched controls without NAION (mean age 61.37 years ± 10.75 SD, 55.48% female). The study found a higher risk of all-cause dementia (ACD; HR 1.28, 95% CI 1.20-1.36), AD (HR 1.27, 95% CI 1.18-1.36), vascular dementia (VaD; HR 1.31, 95% CI 1.09-1.58), and other dementia (HR 1.39, 95% CI 1.11-1.73) among patients with NAION, regardless of other potential confounding factors such as age, sex, lifestyle behaviors, economic status, and preexisting health conditions. In subgroup analysis, the associations between NAION and ACD were stronger in the younger age group (HR 1.83 for those younger than 65 years vs 1.23 for those 65 years or older; p for interaction <0.001). Moreover, the association of NAION with both ACD and VaD was particularly strong among current smokers.

DISCUSSION: We found a significant association between NAION and increased risk for ACD, AD, VaD, and other dementia even after adjusting for potential confounders such as lifestyle, health conditions, and demographic factors within a nationwide cohort. This study highlights the potential role of vascular pathology in dementia progression and suggests that NAION may serve as a robust predictor for dementia, highlighting the need for comprehensive neurologic assessment in patients with NAION. Further research is needed to clarify the association between NAION and dementia risk.

PMID:39008797 | DOI:10.1212/WNL.0000000000209657

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Unsupervised shape-and-texture-based generative adversarial tuning of pre-trained networks for carotid segmentation from 3D ultrasound images

Med Phys. 2024 Jul 15. doi: 10.1002/mp.17291. Online ahead of print.

ABSTRACT

BACKGROUND: Vessel-wall volume and localized three-dimensional ultrasound (3DUS) metrics are sensitive to the change of carotid atherosclerosis in response to medical/dietary interventions. Manual segmentation of the media-adventitia boundary (MAB) and lumen-intima boundary (LIB) required to obtain these metrics is time-consuming and prone to observer variability. Although supervised deep-learning segmentation models have been proposed, training of these models requires a sizeable manually segmented training set, making larger clinical studies prohibitive.

PURPOSE: We aim to develop a method to optimize pre-trained segmentation models without requiring manual segmentation to supervise the fine-tuning process.

METHODS: We developed an adversarial framework called the unsupervised shape-and-texture generative adversarial network (USTGAN) to fine-tune a convolutional neural network (CNN) pre-trained on a source dataset for accurate segmentation of a target dataset. The network integrates a novel texture-based discriminator with a shape-based discriminator, which together provide feedback for the CNN to segment the target images in a similar way as the source images. The texture-based discriminator increases the accuracy of the CNN in locating the artery, thereby lowering the number of failed segmentations. Failed segmentation was further reduced by a self-checking mechanism to flag longitudinal discontinuity of the artery and by self-correction strategies involving surface interpolation followed by a case-specific tuning of the CNN. The U-Net was pre-trained by the source dataset involving 224 3DUS volumes with 136, 44, and 44 volumes in the training, validation and testing sets. The training of USTGAN involved the same training group of 136 volumes in the source dataset and 533 volumes in the target dataset. No segmented boundaries for the target cohort were available for training USTGAN. The validation and testing of USTGAN involved 118 and 104 volumes from the target cohort, respectively. The segmentation accuracy was quantified by Dice Similarity Coefficient (DSC), and incorrect localization rate (ILR). Tukey’s Honestly Significant Difference multiple comparison test was employed to quantify the difference of DSCs between models and settings, where p ≤ 0.05 $p,le ,0.05$ was considered statistically significant.

RESULTS: USTGAN attained a DSC of 85.7 ± 13.0 $85.7,pm ,13.0$ % in LIB and 86.2 ± 10.6 ${86.2},pm ,{10.6}$ % in MAB, improving from the baseline performance of 74.6 ± 30.7 ${74.6},pm ,{30.7}$ % in LIB (p < 10 – 12 $&lt;10^{-12}$ ) and 75.7 ± 28.9 ${75.7},pm ,{28.9}$ % in MAB (p < 10 – 12 $&lt;10^{-12}$ ). Our approach outperformed six state-of-the-art domain-adaptation models (MAB: p ≤ 3.63 × 10 – 7 $p le 3.63,times ,10^{-7}$ , LIB: p ≤ 9.34 × 10 – 8 $p,le ,9.34,times ,10^{-8}$ ). The proposed USTGAN also had the lowest ILR among the methods compared (LIB: 2.5%, MAB: 1.7%).

CONCLUSION: Our framework improves segmentation generalizability, thereby facilitating efficient carotid disease monitoring in multicenter trials and in clinics with less expertise in 3DUS imaging.

PMID:39008794 | DOI:10.1002/mp.17291

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Temporal Trends and Racial Disparities in Long-Term Survival After Stroke

Neurology. 2024 Aug 13;103(3):e209653. doi: 10.1212/WNL.0000000000209653. Epub 2024 Jul 15.

ABSTRACT

BACKGROUND AND OBJECTIVES: Few studies have examined trends and disparities in long-term outcome after stroke in a representative US population. We used a population-based stroke study in the Greater Cincinnati Northern Kentucky region to examine trends and racial disparities in poststroke 5-year mortality.

METHODS: All patients with acute ischemic strokes (AISs) and intracerebral hemorrhages (ICHs) among residents ≥20 years old were ascertained using ICD codes and physician-adjudicated using a consistent case definition during 5 periods: July 1993-June 1994 and calendar years 1999, 2005, 2010, and 2015. Race was obtained from the medical record; only those identified as White or Black were included. Premorbid functional status was assessed using the modified Rankin Scale, with a score of 0-1 being considered “good.” Mortality was assessed with the National Death Index. Trends and racial disparities for each subtype were analyzed with logistic regression.

RESULTS: We identified 8,428 AIS cases (19.3% Black, 56.3% female, median age 72) and 1,501 ICH cases (23.5% Black, 54.8% female, median age 72). Among patients with AIS, 5-year mortality improved after adjustment for age, race, and sex (53% in 1993/94 to 48.3% in 2015, overall effect of study year p = 0.009). The absolute decline in 5-year mortality in patients with AIS was larger than what would be expected in the general population (5.1% vs 2.8%). Black individuals were at a higher risk of death after AIS (odds ratio [OR] 1.23, 95% CI 1.08-1.39) even after adjustment for age and sex, and this effect was consistent across study years. When premorbid functional status and comorbidities were included in the model, the primary effect of Black race was attenuated but race interacted with sex and premorbid functional status. Among male patients with a good baseline functional status, Black race remained associated with 5-year mortality (OR 1.4, 95% CI 1.1-1.7, p = 0.002). There were no changes in 5-year mortality after ICH over time (64.4% in 1993/94 to 69.2% in 2015, overall effect of study year p = 0.32).

DISCUSSION: Long-term survival improved after AIS but not after ICH. Black individuals, particularly Black male patients with good premorbid function, have a higher mortality after AIS, and this disparity did not change over time.

PMID:39008784 | DOI:10.1212/WNL.0000000000209653

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ICG angiography is a safety standard in bariatric surgery

Khirurgiia (Mosk). 2024;(7):115-123. doi: 10.17116/hirurgia2024071115.

ABSTRACT

OBJECTIVE: To examine the specific characteristics of ICG-angiography during various bariatric interventions.

MATERIAL AND METHODS: The study included 329 patients, with 105 (32%) undergoing sleeve gastrectomy (LSG), 98 (30%) undergoing mini-gastricbypass (MGB), 126 (38%) undergoing Roux-en-Y gastric bypass (RGB). Intraoperative ICG angiography was perfomed on all patients at ‘control points’, the perfusion of the gastric stump was qualitatively and quantitatively assessed.

RESULTS: Intraoperative ICG angiography shows that during LSG the angioarchitectonics in the area of the His angle are crucial. The presence of the posterior gastric artery of the gastric main type is a prognostically unfavorable risk factor for the development of ischemic complications. Therefore, to expand the gastric stump it is necessary to suture a 40Fr nasogastric tube and perform peritonization of the staple line. Statistical difference in blood supply at three points were found between and within the two groups of patients (Gis angle area, gastric body, pyloric region) with a p-value <0.001. During MGB, one of the important stages is applying the first (transverse) stapler cassette between the branches of the right and left gastric arteries. This maintains blood supply in anastomosis area, preventing immediate complications such as GEA failure, as well as long-term complications like atrophic gastritis, peptic ulcers, and GEA stenosis.

CONCLUSION: ICG angiography is a useful method for intraoperative assessment of angioarchitecture and perfusion of the gastric stump during bariatric surgery. This helps prevent tissue ischemia and reduce the risk of early and late postoperative complications.

PMID:39008705 | DOI:10.17116/hirurgia2024071115

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Efficacy of intensive therapy for massive intraoperative blood loss in children: experience of the Morozov Hospital

Khirurgiia (Mosk). 2024;(7):103-110. doi: 10.17116/hirurgia2024071103.

ABSTRACT

OBJECTIVE: To evaluate the effectiveness of intensive therapy for massive intraoperative blood loss in children.

MATERIAL AND METHODS: A retrospective analysis of primary medical records of 39 children with massive intraoperative blood loss was performed. Patients were divided into two groups (younger 1 year (n=18) and older 1 year (n=21)). Each group was divided into two subgroups (blood loss <10% and >100% of total blood volume). We analyzed total intraoperative infusion, qualitative composition of transfusions, reinfusion of washed autologous erythrocytes and vasopressor support. In postoperative period, we assessed hemoglobin, platelets, albumin, fibrinogen, lactate, prothrombin index, duration of mechanical ventilation, severity of organ dysfunction (pSOFA score) after 1 and 3 days, ICU stay and incidence of repeated blood transfusions.

RESULTS: With regard to transfusion volume, we found a general pattern (3 parts of crystalloids, 2 parts of erythrocyte-containing components and 1 part of fresh frozen plasma in all groups with the exception of children older 1 year with blood loss >100% of total blood volume. The last ones had ratio 3:5:1 due to large volume of reinfusion of washed autologous erythrocytes. In all groups, target levels of hemoglobin, platelets, albumin and prothrombin index were achieved. Serum fibrinogen was slightly lower in the group with blood loss >100% of total blood volume. There was a direct relationship between blood loss and ICU stay (Spearman’s test rs=0.421, p<0.05), as well as duration of mechanical ventilation (Spearman’s test rs=0.509, p<0.05). Mean pSOFA score upon admission to intensive care unit was 3-4 points in both groups with blood loss <100% of total blood volume. In patients with blood loss >100% of total blood volume, this indicator averaged 9 points and regressed to 3-4 points over the next 72 hours.

CONCLUSION: Intraoperative intensive therapy contribute to minimal severity of postoperative organ dysfunction in children with blood loss < 100% of total blood volume and rapid regression of multiple organ failure in patients with blood loss exceeding this indicator.

PMID:39008703 | DOI:10.17116/hirurgia2024071103

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Clinical evaluation of a one-piece polyetheretherketone removable partial denture fabricated using a novel digital workflow: A self-controlled clinical trial

J Prosthodont. 2024 Jul 15. doi: 10.1111/jopr.13907. Online ahead of print.

ABSTRACT

PURPOSE: To explore the clinical application of one-piece polyetheretherketone (PEEK) removable partial dentures (RPDs) fabricated using a novel digital workflow and to evaluate their weights and fits in vivo and patient satisfaction.

MATERIALS AND METHODS: Fifteen cases with posterior partially edentulous situations were selected, and each patient received two types of RPDs, including a novel digital workflow (test group) and a conventional workflow (control group). For the test group, one-piece RPDs were designed through three-dimensional (3D) methods by scanning stone casts and fabricated by milling PEEK discs. Each RPD was weighed. The gaps between the oral tissue and RPDs in each group were duplicated using a polyvinylsiloxane (PVS) replica and measured by 3D analysis. A visual analog scale (VAS) was used to evaluate the patient’s satisfaction. Paired t-tests were used to compare the differences in the weight, the gaps of each RPD, and VAS values between the two groups. One-way analysis of variance tests was used to compare the differences in the gap among different components in each group.

RESULTS: The RPD in the test group weighed less than that in the control group (p < 0.01). No statistically significant differences in the gaps of denture bases and rests (p > 0.05) were found between the two groups, but the gaps of major connectors in the test group were significantly smaller than in the control group (p < 0.05). The VAS scores for comfortableness and masticatory efficiency were not significantly different between the two groups (p > 0.05) but the scores for the aesthetic appearance of the clasps in the test group were significantly higher than that in the control group (p < 0.05).

CONCLUSIONS: One-piece PEEK RPDs manufactured using a novel digital workflow weighed less than conventional RPDs and exhibited a clinically acceptable internal fit. Although the aesthetic appearance of the PEEK clasps was superior to the control, there is still room for improvement.

PMID:39008343 | DOI:10.1111/jopr.13907

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Efficacy of a Pain Self-Management Intervention Tailored to People With HIV: A Randomized Clinical Trial

JAMA Intern Med. 2024 Jul 15. doi: 10.1001/jamainternmed.2024.3071. Online ahead of print.

ABSTRACT

IMPORTANCE: Chronic pain is a common condition for which efficacious interventions tailored to highly affected populations are urgently needed. People with HIV have a high prevalence of chronic pain and share phenotypic similarities with other highly affected populations.

OBJECTIVE: To evaluate the efficacy of a behavioral pain self-management intervention called Skills to Manage Pain (STOMP) compared to enhanced usual care (EUC).

DESIGN, SETTING, AND PARTICIPANTS: This randomized clinical trial included adults with HIV who experienced at least moderate chronic pain for 3 months or more. The study was set at the University of Alabama at Birmingham and the University of North Carolina-Chapel Hill large medical centers from August 2019 to September 2022.

INTERVENTION: STOMP combined 1-on-1 skill-building sessions delivered by staff interventionists with group sessions co-led by peer interventionists. The EUC control group received the STOMP manual without any 1-on-1 or group instructional sessions.

MAIN OUTCOMES AND MEASURES: The primary outcome was pain severity and the impact of pain on function, measured by the Brief Pain Inventory (BPI) summary score. The primary a priori hypothesis was that STOMP would be associated with a decreased BPI in people with HIV compared to EUC.

RESULTS: Among 407 individuals screened, 278 were randomized to STOMP intervention (n = 139) or EUC control group (n = 139). Among the 278 people with HIV who were randomized, the mean (SD) age was 53.5 (10.0) years; 126 (45.0%) identified as female, 146 (53.0%) identified as male, 6 (2.0%) identified as transgender female. Of the 6 possible 1-on-1 sessions, participants attended a mean (SD) of 2.9 (2.5) sessions. Of the 6 possible group sessions, participants attended a mean (SD) of 2.4 (2.1) sessions. Immediately after the intervention compared to EUC, STOMP was associated with a statistically significant mean difference for the primary outcome, BPI total score: -1.25 points (95% CI, -1.71 to -0.78 points; P < .001). Three months after the intervention, the mean difference in BPI total score remained statistically significant, favoring the STOMP intervention -0.62 points (95% CI, -1.09 to -0.14 points; P = .01).

CONCLUSION AND RELEVANCE: The findings of this randomized clinical trial support the efficaciousness of STOMP as an intervention for chronic pain in people with HIV. Future research will include implementation studies and work to understand the optimal delivery of the intervention.

TRIAL REGISTRATION: ClinicalTrials.gov Identifier: NCT03692611.

PMID:39008317 | DOI:10.1001/jamainternmed.2024.3071

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Pediatric Complex Chronic Condition System Version 3

JAMA Netw Open. 2024 Jul 1;7(7):e2420579. doi: 10.1001/jamanetworkopen.2024.20579.

ABSTRACT

IMPORTANCE: Since implementation of the International Statistical Classification of Diseases, Tenth Revision, Clinical Modification (ICD-10-CM) in the US, thousands of new or related codes have been added to represent clinical conditions. The widely used pediatric complex chronic condition (CCC) system required a major update from version 2 (V2) to version 3 (V3) to capture the range of clinical conditions represented in the ICD-10-CM.

OBJECTIVE: To update the CCC V3 system, creating V3, with new, missing, or retired codes; to reconceptualize the system’s use of technology codes; and to compare CCC V3 with V2.

DESIGN, SETTING, AND PARTICIPANTS: This repeated cross-sectional study examined US hospitalization data from the Pediatric Health Information System (PHIS) and the Medicaid Merative MarketScan Research Databases from January 1, 2009, to December 31, 2019, for all patients aged 0 to 18 years. Data were analyzed from March 1, 2023, to April 1, 2024.

EXPOSURES: The CCCs were identified in both data sources using the CCC V2 and V3 systems.

MAIN OUTCOMES AND MEASURES: The (1) percentage of pediatric hospitalizations associated with a CCC, (2) numbers of CCC body-system categories per patient, and (3) explanatory power for hospital length of stay and in-hospital mortality were compared over time for V3 vs V2.

RESULTS: Among 7 186 019 hospitalizations within PHIS, 54.3% patients were male, the median age was 4 years (IQR, 1-11 years), and 51.2% were aged 0 to 4 years). The CCC V2 identified 2 878 476 (40.1%) patients as having any CCC compared with 2 753 412 (38.3%) identified by V3. In addition, V2 identified 100 065 (1.4%) patients with transplant status compared with 146 683 (2.0%) by V3, and V2 identified 914 835 (12.7%) as having technology codes compared with 805 585 (11.2%) by V3. The 2 systems were similar in accounting for the number of CCC body-system categories per patient and in explaining variation in hospital length of stay and in-hospital mortality. For both V2 and V3, 10.0% of the variance in hospital length of stay and 12.0% of the variance in in-hospital mortality was explained by the presence of a CCC. Similar patterns were observed when analyzing the 2 999 420 Medicaid Merative MarketScan Research Databases’ hospitalizations (52.3% of patients were male, the median age was 1 year [IQR, 0-12 years], and 62.0% were 0 to 4 years old), except that the percentages of identified CCCs were all lower: V2 identified 758 110 hospitalizations (25.3%) with any CCC compared with 718 100 (23.9%) identified by V3.

CONCLUSIONS AND RELEVANCE: These results suggest that, moving forward, V3 should be used to identify CCCs, and ongoing, frequent updates to V3, using a transparent, structured process, will enable V3 to accurately reflect the evolving spectrum of clinical conditions represented in the ICD-10-CM.

PMID:39008301 | DOI:10.1001/jamanetworkopen.2024.20579

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Surgeon Skill and Perioperative Outcomes in Robot-Assisted Partial Nephrectomy

JAMA Netw Open. 2024 Jul 1;7(7):e2421696. doi: 10.1001/jamanetworkopen.2024.21696.

ABSTRACT

IMPORTANCE: Technical skill in complex surgical procedures may affect clinical outcomes, and there is growing interest in understanding the clinical implications of surgeon proficiency levels.

OBJECTIVES: To determine whether surgeon scores representing technical skills of robot-assisted kidney surgery are associated with patient outcomes.

DESIGN, SETTING, AND PARTICIPANTS: This quality improvement study included 10 urological surgeons participating in a surgical collaborative in Michigan from July 2021 to September 2022. Each surgeon submitted up to 7 videos of themselves performing robot-assisted partial nephrectomy. Videos were segmented into 6 key steps, yielding 127 video clips for analysis. Each video clip was deidentified and distributed to at least 3 of the 24 blinded peer surgeons from the collaborative who also perform robot-assisted partial nephrectomy. Reviewers rated technical skill and provided written feedback. Statistical analysis was performed from May 2023 to January 2024.

MAIN OUTCOMES AND MEASURES: Reviewers scored each video clip using a validated instrument to assess technical skill for partial nephrectomy on a scale of 1 to 5 (higher scores indicating greater skill). For all submitting surgeons, outcomes from a clinical registry were assessed for length of stay (LOS) greater than 3 days, estimated blood loss (EBL) greater than 500 mL, warm ischemia time (WIT) greater than 30 minutes, positive surgical margin (PSM), 30-day emergency department (ED) visits, and 30-day readmission.

RESULTS: Among the 27 unique surgeons who participated in this study as reviewers and/or individuals performing the procedures, 3 (11%) were female, and the median age was 47 (IQR, 39-52) years. Risk-adjusted outcomes were associated with scores representing surgeon skills. The overall performance score ranged from 3.5 to 4.7 points with a mean (SD) of 4.1 (0.4) points. Greater skill was correlated with significantly lower rates of LOS greater than 3 days (-6.8% [95% CI, -8.3% to -5.2%]), EBL greater than 500 mL (-2.6% [95% CI, -3.0% to -2.1%]), PSM (-8.2% [95% CI, -9.2% to -7.2%]), ED visits (-3.9% [95% CI, -5.0% to -2.8%]), and readmissions (-5.7% [95% CI, -6.9% to -4.6%]) (P < .001 for all). Higher overall score was also associated with higher partial nephrectomy volume (β coefficient, 11.4 [95% CI, 10.0-12.7]; P < .001).

CONCLUSIONS AND RELEVANCE: In this quality improvement study on video-based evaluation of robot-assisted partial nephrectomy, higher technical skill was associated with lower rates of adverse clinical outcomes. These findings suggest that video-based evaluation plays a role in assessing surgical skill and can be used in quality improvement initiatives to improve patient care.

PMID:39008300 | DOI:10.1001/jamanetworkopen.2024.21696

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Clinician Perceptions of Family-Centered Care in Pediatric and Congenital Heart Settings

JAMA Netw Open. 2024 Jul 1;7(7):e2422104. doi: 10.1001/jamanetworkopen.2024.22104.

ABSTRACT

IMPORTANCE: Family-centered care recognizes families as central to child health and well-being and prioritizes clinician collaboration with families to ensure optimal pediatric care and outcomes. Clinician interpersonal sensitivity and communication skills are key to this approach.

OBJECTIVE: To examine perceptions of and factors associated with family-centered care among clinicians working in pediatric and congenital heart care.

DESIGN, SETTING, AND PARTICIPANTS: In this cross-sectional study, participants from diverse clinical disciplines (pediatric cardiology, cardiothoracic surgery, nursing, anesthesia, neonatology, intensive care, psychology, and others), completed an online survey between June 2020 and February 2021. Participants included physicians, surgeons, nurses, and allied and mental health professionals at an Australian quaternary pediatric hospital network. Statistical analysis was performed from August 2022 to June 2023.

MAIN OUTCOMES AND MEASURES: Family-centered care across 4 domains (showing interpersonal sensitivity, treating people respectfully, providing general information, and communicating specific information) was measured using the validated Measure of Processes of Care for Service Providers. Clinician burnout (emotional exhaustion, depersonalization, and personal accomplishment), confidence responding to families’ psychosocial needs, and psychological, clinical role, and sociodemographic factors were also assessed. Informed by theory, hierarchical linear regression was used to identify factors associated with family-centered care.

RESULTS: There were 212 clinicians (177 women [84.3%]; 153 nurses [72.2%], 32 physicians [15.1%], 22 allied and mental health professionals [10.4%], 5 surgeons [2.3%]; 170 [80.2%] aged 20-49 years) who participated (55% response rate). Of the 4 family-centered care domains, scores for treating people respectfully were highest and associated with greater clinician confidence responding to families’ psychosocial needs (effect size [β], 0.59 [95% CI, 0.46 to 0.72]; P < .001), lower depersonalization (β, 0.04 [95% CI, -0.07 to -0.01]; P = .02), and a greater sense of personal accomplishment at work (β, 0.02 [95% CI, 0.01 to 0.04]; P = 0.04). Greater interpersonal sensitivity was associated with greater confidence responding to families’ psychosocial needs (β, 0.80 [95% CI, 0.62 to 0.97]; P < .001), a greater sense of personal accomplishment at work (β, 0.03 [95% CI, 0.01 to 0.05]; P = .04), and lower use of approach-based coping, such as problem-solving (β, 0.37 [95% CI, -0.71 to -0.02]; P = .04).

CONCLUSIONS AND RELEVANCE: In this cross-sectional study, burnout and confidence responding to families’ psychosocial needs were associated with clinicians’ perceptions of family-centered care. These findings suggest that targeted interventions to address these factors may benefit clinicians and also potentially strengthen the practice of family-centered care in pediatric and congenital heart settings.

PMID:39008299 | DOI:10.1001/jamanetworkopen.2024.22104