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Physical and Psychosocial Consequences of Falls in Ambulatory Individuals With Cerebral Palsy by Age and Gross Motor Function. 按年龄和大运动功能分类的可走动脑瘫患者跌倒的身体和社会心理后果。
IF 3.6 2区 医学 Q1 REHABILITATION Pub Date : 2024-12-17 DOI: 10.1016/j.apmr.2024.12.010
Marissa Esterley, Linda E Krach, Kari Pederson, Nathan G Wandersee, Sandy Callen Tierney, Elizabeth R Boyer

Objective: To quantify physical and psychosocial impacts of falls by age and Gross Motor Classification System (GMFCS) level in ambulatory individuals with cerebral palsy (CP).

Design: Cross-sectional survey.

Setting: Tertiary specialty hospital and online CP communities.

Participants: Ambulatory individuals with CP (N=201 adults; 18-76 years old) or the caregivers of minors (N=180; 5-17 years old).

Main outcome measure(s): Participants completed online surveys to report fall frequency, fall characteristics, injuries, concern about falling (Short Falls Efficacy Scale-International), activity avoidance due to concern about falling (Short Falls Efficacy Scale-International Avoidance Behavior), and psychosocial constructs related to perceived consequences of falling (Consequences of Falling-Damage to Identity subscale).

Results: Most participants fell in the past 12 months (86%). Fall frequency in the past 12 months differed by age (P<.001) and GMFCS level (P=.021). Individuals aged 5-12 years or GMFCS level II reported the most falls. The percentage of participants who experienced a past serious fall-related injury (eg, head/face stitches, concussion, fractures) increased with age (P<.001), affecting 80% of ≥50-year olds. Falls often occurred in the forward direction, when wearing shoes, and during ambulation. Uneven surfaces and fatigue were notable causes. Concern about falling and associated activity avoidance scores differed by age and GMFCS level (all P<.01), both of which were highest for ≥50-year olds and GMFCS level III. Although psychosocial consequences of falls (eg, embarrassment, lost confidence) were elevated across all groups, they did not differ by age or GMFCS level (P=.130, P=.083). Nearly everyone (88%) wished they fell less.

Conclusions: Falls are common for ambulatory children and adults with CP. Physical and psychosocial consequences of falls were frequent and impacted behavior. Differences observed by age and GMFCS level should be considered in care delivery. Clinically tracking and discussing falls and their repercussions across the lifespan will aid in addressing this under-researched and under-resourced concern of people with CP.

目的:通过年龄和大运动分类系统(GMFCS)水平来量化流动脑瘫(CP)患者跌倒对身体和社会心理的影响。设计:横断面调查。环境:三级专科医院和在线CP社区。参与者:门诊CP患者(N=201名成年人;18-76岁)或未成年人的看护人(N=180;5-17岁)。主要结果测量:参与者完成在线调查,报告跌倒频率、跌倒特征、伤害、对跌倒的担忧(Short Falls Efficacy Scale-International)、因担心跌倒而避免活动(Short Falls Efficacy Scale-International avoidance Behavior),以及与跌倒感知后果相关的心理社会建构(falling consequences - damage to Identity子量表)。结果:大多数参与者(86%)在过去的12个月里出现了下降。在过去的12个月里,跌倒的频率因年龄的不同而不同(p结论:跌倒在流动的CP儿童和成人中很常见。跌倒的身体和心理后果是频繁的,并影响行为。在提供护理时应考虑到年龄和GMFCS水平的差异。临床跟踪和讨论跌倒及其在整个生命周期中的影响将有助于解决CP患者这一研究不足和资源不足的问题。
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引用次数: 0
Reliability of the Repetition-to-Fatigue Method for Estimating 1-Repetition Maximum in Unilateral Strength Exercises and Its Relationship With Gait Tests in People With Multiple Sclerosis. 估计单侧力量练习中单次重复最大值的重复性疲劳方法的可靠性及其与多发性硬化症患者步态试验的关系。
IF 3.6 2区 医学 Q1 REHABILITATION Pub Date : 2024-12-16 DOI: 10.1016/j.apmr.2024.12.005
David Barbado, Amaya Prat-Luri, Rafael Sabido, Ramón Gómez-Illán, Carmen Carpena, Gregori Valero-Conesa, Ángel P Sempere, Francisco J Vera-Garcia

Objective: To analyze the reliability of the estimated 1-repetition maximum (e1RM) through the repetition to fatigue method in 4 unilateral resistance training exercises performed using weight machines (ie, leg press, calf raises, leg extension, seated leg curl), and their relationship to gait-related tests.

Design: Cross-sectional study.

Setting: University sports complex.

Participants: Twenty-four participants with multiple sclerosis (N=24) completed 3 testing sessions. They performed 3 testing sessions that were integrated into a long-term multimodal exercise regime comprising strength, balance, and functional mobility exercises, conducted twice a week in 90-minute sessions.

Main outcome measures: The first session consisted in the assessment of the gait-related tests (ie, timed up and go test [TUG], timed 25-foot walk test [T25FW], 6-minute walk test [6MW]). Two testing sessions were dedicated to the assessment of the e1RM in the aforementioned exercises.

Results: Intraclass correlation coefficients (ICC2.1) of absolute e1RM ranged from 0.92 to 0.97 and they were slightly higher than those relative to the body mass (0.85

Conclusions: The results suggest that e1RM can be safely and reliably performed to quantify single-leg strength and to control the training load in these exercises. Knee flexors and ankle extensors strength, especially of the weaker leg, along with their asymmetry, seem to be the most relevant factors to consider in the strength assessment and training of this population.

目的:通过重复到疲劳法,分析使用重量器械进行的四种单侧阻力训练(即腿压、小腿举、腿伸展、坐姿腿弯曲)中估计的单次重复最大值(e1RM)的可靠性及其与步态相关测试的关系。设计:横断面研究。地点:大学体育中心。参与者:24名多发性硬化症患者完成了三次测试。他们进行了三次测试,这些测试被整合到一个长期的多模式运动方案中,包括力量、平衡和功能活动练习,每周进行两次,每次90分钟。主要结果测量:第一阶段包括步态相关测试的评估[即计时起走(TUG),计时25英尺步行(T25FW), 6分钟步行(6MW)]。两次测试会议专门用于评估上述练习中的e1RM。结果:绝对e1RM的类内相关系数(ICC2.1)在0.92 ~ 0.97之间,略高于与身体质量的相关系数(0.852.1)。结论:e1RM可以安全可靠地量化单腿力量,控制训练负荷。膝关节屈肌和踝关节伸肌的力量,特别是弱腿的力量,以及它们的不对称性,似乎是在力量评估和训练中最需要考虑的因素。
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引用次数: 0
Validating a universal measurement scale and standardized, reproducible unit for gross motor development. 验证大肌肉运动发展的通用测量量表和标准化,可重复的单位。
IF 3.6 2区 医学 Q1 REHABILITATION Pub Date : 2024-12-16 DOI: 10.1016/j.apmr.2024.12.008
Bryant A Seamon, Cynthia L Sears, Emily Anderson, Craig A Velozo

Objective: To validate a universal measurement scale and unit for gross motor development across multiple instruments.

Design: Retrospective cohorts SETTING: Community and clinic PARTICIPANTS: Item difficulty calibrations were extracted from three published studies. 4,445 children from Brazil and Taiwan between the ages of 0 to 77 months with similar percentages of males and females were included. Majority were typically developing children with 655 having atypical development due to a variety of medical conditions.

Intervention: None MAIN OUTCOME MEASURES: Gross Motor Units (GMU) and observed item difficulty calibrations for items on the Peabody Developmental Motor Scales-2 locomotor and stationary subscales and the Denver II gross motor subscale.

Results: There was a strong linear association between observed item difficulty for a sample of children with typical development and a mixed sample of typical and atypical development for the PDMS-2 locomotor and stationary subscales, respectively (locomotor subscale, disattenuated r = 0.97; stationary subscale, disattenuated r = 0.98). GMUs had strong linear associations with observed difficulty for items on the PDMS-2 locomotor and stationary subscales (disattenuated r = 0.88-1.00) for each scale when correcting for measurement error. A similar linear association was found between GMUs and observed difficulty for items on the Denver II gross motor subscale (r = 0.90).

Conclusions: The results of this study found that GMUs have a strong linear association with observed difficulty for gross motor development items from the PDMS-2 locomotor and stationary subscales and Denver II gross motor subscale. The strong association between observed item difficulties for children with typical and atypical development, across multiple scales suggests the GMU and construct specification equation can provide a means for consolidating all gross motor development items onto the same scale.

目的:验证大肌肉运动发展的通用测量量表和单位。设计:回顾性队列设置:社区和诊所参与者:项目难度校准提取自三个已发表的研究。4445名年龄在0到77个月之间的巴西和台湾儿童被纳入研究,男女比例相似。大多数是正常发育的儿童,655人由于各种医疗条件而出现非典型发育。主要结果测量:大动作单位(GMU)和观察到的项目难度校准在皮博迪发展运动量表-2运动和静止子量表和丹佛II大动作子量表上的项目。结果:典型发展儿童样本的项目难度与典型和非典型发展混合样本的PDMS-2运动和静止分量表(运动分量表,消弱r = 0.97;平稳亚标度,衰减r = 0.98)。在校正测量误差后,gmu与PDMS-2运动和静止子量表(去衰减r = 0.88-1.00)上观察到的难度有很强的线性关联。在丹佛II大运动量表的gmu和观察到的难度之间发现了类似的线性关联(r = 0.90)。结论:本研究的结果发现,gmu与PDMS-2运动和静止分量表以及Denver II大运动分量表中观察到的大运动发展项目的难度存在很强的线性关联。观察到的典型和非典型发展儿童的项目困难之间的强烈关联,在多个尺度上表明GMU和构建规范方程可以提供一种将所有大肌肉运动发展项目整合到同一尺度上的方法。
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引用次数: 0
The Reha-Toolbox Project: Linking Item Subsets of 3 Established Rehabilitation PROMs to 9 Domains of the Patient-Reported Outcomes Measurement Information System (PROMIS). 康复工具箱项目:将三个已建立的康复项目的项目子集与患者报告结果测量信息系统(PROMIS)的九个领域联系起来。
IF 3.6 2区 医学 Q1 REHABILITATION Pub Date : 2024-12-16 DOI: 10.1016/j.apmr.2024.12.007
Alexander Obbarius, Claudia Hartmann, Gregor Liegl, Felix Fischer, Matthias Rose

Objective: The overarching goal of the patient-reported outcomes measurement information system (PROMIS) is to standardize patient-reported outcomes across settings and health conditions globally. Following this purpose, the Reha-Toolbox study aimed to link item subsets of the World Health Organization Disability Assessment Schedule 2.0 (WHODAS 2.0), the Indicators of Rehabilitation Status (IRES-3), and the Hamburg Modules for the Assessment of Psychosocial Health (HEALTH-49) to the standardized metrics provided by PROMIS.

Design: Cross-sectional, single-group linking study.

Setting: Online survey.

Participants: Experts (N=5) mapped items from the 3 rehabilitation measures to PROMIS scales. Data were collected online from a general population sample (N=1000). Items from the rehabilitation measures and their corresponding PROMIS short forms were administered to facilitate item linkage.

Interventions: Not applicable.

Main outcome measures: WHODAS 2.0, IRES-3, HEALTH-49, and PROMIS scales.

Results: Overall, 96 of 171 outcome items (56%) from the legacy measures and 1 additional IRES-3 item were mapped to 9 PROMIS domains, including pain interference, physical function, dyspnea, fatigue, depression, anxiety, cognitive function, ability to participate in social roles and activities, and satisfaction with participation in social roles and activities. Ninety-five items fulfilled the linking assumptions of construct similarity, unidimensionality, and measurement invariance. The legacy items were successfully calibrated on the corresponding PROMIS metrics using graded-response models. The range and precision of the measures varied, depending on the number of items in each domain. Domains that were assessed with 4 or more items achieved sufficient reliability for group-based analyses. Crosswalk tables were created for each measure and domain. We discussed the reasons for and implications of the fact that the rehabilitation measures were only partially linked to the PROMIS metrics.

Conclusions: The study achieved robust linking between subsets of WHODAS 2.0, IRES-3, HEALTH-49 items, and 9 PROMIS scales.

目的:患者报告的结果测量信息系统(PROMIS)的首要目标是在全球范围内标准化患者报告的结果(PROs)。基于这一目的,康复工具箱研究旨在将世界卫生组织残疾评估表(WHODAS 2.0)、康复状况指标(IRES-3)和心理社会健康评估汉堡模块(Health -49)的项目子集与PROMIS提供的标准化指标联系起来。设计:横断面,单组关联研究设置:在线调查参与者:五名专家将三种康复措施中的项目映射到PROMIS量表中。数据是在网上从普通人群中抽取1000人作为样本收集的。对康复措施中的项目及其相应的PROMIS简短表格进行管理,以促进项目联系。主要结局测量:WHODAS 2.0、IRES-3、HEALTH-49、PROMIS量表结果:总体而言,遗留测量的171个结局项目中的96个(56%)和1个额外的IRES-3项目被映射到9个PROMIS领域,包括疼痛干扰、身体功能、呼吸困难、疲劳、抑郁、焦虑、认知功能、参与社会角色和活动的能力以及参与社会角色和活动的满意度。95个项目满足构念相似性、单维性和测量不变性的关联假设。遗留项目使用分级响应模型在相应的PROMIS指标上成功校准。测量的范围和精度各不相同,取决于每个领域中项目的数量。用四个或更多项目评估的领域对于基于组的分析具有足够的可靠性。为每个度量和域创建了人行横道表。我们讨论了康复措施与PROMIS指标仅部分相关的原因和影响。结论:本研究实现了WHODAS 2.0、IRES-3、HEALTH-49项目亚组与9个PROMIS量表之间的强效关联。
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引用次数: 0
Effectiveness of Exercise Intervention on Mobility, Postural Control, and Falls for Older Adults With Mild Cognitive Impairment: A Systematic Review and Network Meta-analysis. 运动干预对轻度认知障碍老年人的行动能力、姿势控制和跌倒的有效性:系统综述和网络荟萃分析。
IF 3.6 2区 医学 Q1 REHABILITATION Pub Date : 2024-12-12 DOI: 10.1016/j.apmr.2024.12.002
Ziwei Zeng, Cheuk-Yin Ho, Cindy Hui-Ping Sit, Stephen Heung-Sang Wong, Jing Liao, Yijian Yang

Objective: To review and synthesize the effectiveness of exercise interventions on mobility, postural control, and falls in older adults with mild cognitive impairment (MCI).

Data sources: This review was registered with PROSPERO (CRD42023453320) and adhered to the PRISMA guidelines. The PubMed, Embase, APA PsycInfo, Cochrane Library, Web of Science, CINAHL, and SPORTDiscus were searched from inception until September 2024.

Study selection: Randomized controlled trials (RCTs) examining the effectiveness of exercise interventions on mobility, postural control, and falls in older adults with MCI.

Data extraction: Data extraction included author names, publication years, participant characteristics, intervention details, outcomes, key results, and attrition rates. Data accuracy was verified by 2 reviewers, with discrepancies resolved through consultation with a third reviewer.

Data synthesis: Thirty-two RCTs met the criteria for qualitative systematic review, with 22 RCTs included in the pairwise meta-analysis and network meta-analysis. Aerobic exercise (AE) (SMD 1.07 [95% CI, 0.62-1.52]), multicomponent exercise (SMD 0.46 [95% CI, 0.18-0.74]), and simultaneous cognitive-motor training (SMD 0.56 [95% CI, 0.23-0.89]) significantly improved gait speed during single task (P<.05). AE was the most effective intervention for single-task walking performance (99.3%), whereas Exergaming was the most effective for timed Up and Go performance (100.0%) according to the surface under the cumulative ranking. Paddling exercise (SMD 0.42 [95% CI, 0.16-0.68]) effectively increased handgrip strength (P<.05). However, network meta-analyses revealed no intervention demonstrating significant effects on postural control performance (Berg Balance Scale and Functional Reach Test scores). The effect of exercise on falls remained inconclusive because of the limited number of studies.

Conclusions: AE, multicomponent exercise, and combined cognitive-motor training significantly enhance gait speed and functional performance in older adults with MCI. However, the effect of exercise on fall risk remains unclear. These findings underscore the potential of tailored exercise interventions to improve physical function in this vulnerable population.

目的回顾并总结运动干预对轻度认知障碍(MCI)老年人的行动能力、姿势控制和跌倒的有效性:本综述已在 PROSPERO(CRD42023453320)注册,并遵守 PRISMA 指南。从开始到 2024 年 9 月,对 PubMed、Embase、APA PsycInfo、Cochrane Library、Web of Science、CINAHL 和 SPORTDiscus 进行了检索:随机对照试验(RCT),研究运动干预对患有 MCI 的老年人的活动能力、姿势控制和跌倒的有效性:数据提取包括作者姓名、发表年份、参与者特征、干预细节、结果、主要结果和自然减员率。数据的准确性由两名审稿人进行核实,不一致之处由第三名审稿人协商解决:32项RCT符合定性系统综述的标准,其中22项RCT被纳入配对荟萃分析和网络荟萃分析。有氧运动[SMD 1.07 (95% CI: 0.62-1.52)]、多组分运动[SMD 0.46 (95% CI: 0.18-0.74)]和同时进行认知-运动训练[SMD 0.56 (95% CI: 0.23-0.89)]显著改善了单项任务时的步速(p结论:有氧运动、多组分运动和同时进行认知-运动训练显著改善了单项任务时的步速:有氧运动、多组分运动和认知-运动联合训练能显著提高患有 MCI 的老年人的步态速度和功能表现。然而,运动对跌倒风险的影响仍不明确。这些研究结果强调了量身定制的运动干预措施在改善这一弱势群体身体功能方面的潜力。
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引用次数: 0
Improving Life After Childhood Stroke: Helping Your Child Get the Most Out of Their Home Activity Program to Improve Upper Extremity Function. 改善儿童中风后的生活:帮助您的孩子充分利用他们的家庭活动计划来改善上肢功能。
IF 3.6 2区 医学 Q1 REHABILITATION Pub Date : 2024-12-09 DOI: 10.1016/j.apmr.2024.10.019
Heather L Atkinson, Rachel M Vaughn, Ashley Binkowski, Charis Casey, Todd Levy
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引用次数: 0
Geographic Variation in Prosthesis Prescription Disparities Between White and Black Veterans After Major Lower Limb Amputation: A Retrospective Cohort Analysis. 白人和黑人退伍军人下肢截肢后义肢处方差异的地理差异:回顾性队列分析:下肢义肢处方差异的地理差异
IF 3.6 2区 医学 Q1 REHABILITATION Pub Date : 2024-12-08 DOI: 10.1016/j.apmr.2024.12.001
Anthony I Roberts, Linda J Resnik

Objective: To examine racial disparities in lower limb prosthesis (LLP) prescription practices between White and Black veterans across different geographic levels within the United States Veterans Health Administration (VHA) and explore how racial disparities in LLP prescription practices differ by amputation level.

Design: Retrospective cohort study.

Setting: VHA facilities across the United States.

Participants: A total of 12,143 White and 4711 Black veterans who underwent major lower limb amputation between 2010 and 2022 in a VHA facility, including 4885 with transfemoral amputations (TFA) and 11,969 with transtibial amputations (TTA).

Interventions: Not applicable.

Main outcome measures: Age-standardized percentage point (pp) differences in LLP prescriptions between White and Black veterans within 12 months post-amputation, analyzed at national, regional, and Veterans Integrated Service Network (VISN) levels. A positive pp difference indicates a racial disparity, meaning a higher proportion of White veterans were prescribed LLPs compared with Black veterans.

Results: Nationally, 54.5% of veterans received an LLP prescription within 12 months post-amputation, with the age-standardized pp difference in LLP prescriptions favoring White veterans by 5.06 pp (95% confidence limits [CLs], 2.51,7.61). Regional analysis revealed variations, with the Continental region showing the largest disparity (9.10 pp; 95% CLs: 4.48, 13.71) and the Pacific region the smallest (3.27 pp; 95% CLs: -3.87,10.42). The VISN-level analysis uncovered greater variations, ranging from -9.26 to 14.54 pp. Disparities were more pronounced for veterans with TFA (5.25 pp; 95% CLs: 1.91, 8.59) compared with TTA (4.52 pp; 95% CLs: 1.54, 7.50).

Conclusions: Significant geographic variations exist in racial disparities for LLP prescriptions across the VHA, with most areas favoring White veterans. Disparities were more pronounced for veterans with transfemoral amputations, highlighting the need for targeted interventions to improve equity in access to prosthetic care, especially for veterans with more proximal amputations and in regions and VISNs with the largest disparities.

目的:研究美国退伍军人健康管理局(VHA)内不同地理水平的白人和黑人退伍军人下肢假体(LLP)处方实践中的种族差异,并探讨不同截肢水平的白人和黑人退伍军人下肢假体处方实践中的种族差异。设计:回顾性队列研究。设置:VHA设施遍布美国。参与者:共有12,143名白人和4,711名黑人退伍军人在2010年至2022年期间在VHA设施中接受了主要下肢截肢,其中包括4,885例经股截肢(TFA)和11,969例经胫截肢(TTA)。干预措施:不适用。主要结果测量:在截肢后12个月内,白人和黑人退伍军人在LLP处方上的年龄标准化百分比(pp)差异,在国家、地区和退伍军人综合服务网络(VISN)层面进行分析。正的pp差异表明种族差异,这意味着与黑人退伍军人相比,白人退伍军人服用llp的比例更高。结果:在全国范围内,54.5%的退伍军人在截肢后12个月内接受了LLP处方,白人退伍军人的LLP处方的年龄标准化pp差异为5.06 pp (95% CI: 2.51, 7.61)。区域分析显示出差异,大陆区域差异最大(9.10 pp;95% CI: 4.48, 13.71)和太平洋地区最小(3.27 pp;95% ci: -3.87, 10.42)。视觉水平分析揭示了更大的差异,从-9.26到14.54页不等。TFA退伍军人的差异更为明显(5.25页;95% CI: 1.91, 8.59),而TTA (4.52 pp;95% ci: 1.54, 7.50)。结论:在VHA中,LLP处方的种族差异存在显著的地理差异,大多数地区倾向于白人退伍军人。经股骨截肢的退伍军人的差距更为明显,这突出了有针对性的干预措施的必要性,以提高获得假肢护理的公平性,特别是对于近端截肢较多的退伍军人以及差距最大的地区和vis。
{"title":"Geographic Variation in Prosthesis Prescription Disparities Between White and Black Veterans After Major Lower Limb Amputation: A Retrospective Cohort Analysis.","authors":"Anthony I Roberts, Linda J Resnik","doi":"10.1016/j.apmr.2024.12.001","DOIUrl":"10.1016/j.apmr.2024.12.001","url":null,"abstract":"<p><strong>Objective: </strong>To examine racial disparities in lower limb prosthesis (LLP) prescription practices between White and Black veterans across different geographic levels within the United States Veterans Health Administration (VHA) and explore how racial disparities in LLP prescription practices differ by amputation level.</p><p><strong>Design: </strong>Retrospective cohort study.</p><p><strong>Setting: </strong>VHA facilities across the United States.</p><p><strong>Participants: </strong>A total of 12,143 White and 4711 Black veterans who underwent major lower limb amputation between 2010 and 2022 in a VHA facility, including 4885 with transfemoral amputations (TFA) and 11,969 with transtibial amputations (TTA).</p><p><strong>Interventions: </strong>Not applicable.</p><p><strong>Main outcome measures: </strong>Age-standardized percentage point (pp) differences in LLP prescriptions between White and Black veterans within 12 months post-amputation, analyzed at national, regional, and Veterans Integrated Service Network (VISN) levels. A positive pp difference indicates a racial disparity, meaning a higher proportion of White veterans were prescribed LLPs compared with Black veterans.</p><p><strong>Results: </strong>Nationally, 54.5% of veterans received an LLP prescription within 12 months post-amputation, with the age-standardized pp difference in LLP prescriptions favoring White veterans by 5.06 pp (95% confidence limits [CLs], 2.51,7.61). Regional analysis revealed variations, with the Continental region showing the largest disparity (9.10 pp; 95% CLs: 4.48, 13.71) and the Pacific region the smallest (3.27 pp; 95% CLs: -3.87,10.42). The VISN-level analysis uncovered greater variations, ranging from -9.26 to 14.54 pp. Disparities were more pronounced for veterans with TFA (5.25 pp; 95% CLs: 1.91, 8.59) compared with TTA (4.52 pp; 95% CLs: 1.54, 7.50).</p><p><strong>Conclusions: </strong>Significant geographic variations exist in racial disparities for LLP prescriptions across the VHA, with most areas favoring White veterans. Disparities were more pronounced for veterans with transfemoral amputations, highlighting the need for targeted interventions to improve equity in access to prosthetic care, especially for veterans with more proximal amputations and in regions and VISNs with the largest disparities.</p>","PeriodicalId":8313,"journal":{"name":"Archives of physical medicine and rehabilitation","volume":" ","pages":""},"PeriodicalIF":3.6,"publicationDate":"2024-12-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142799167","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Which Sex- and Gender-Based Explanatory Variables Are Associated With Memory Function Poststroke? A Cross-Sectional Analysis of the National Health and Aging Trends Study. 哪些性别和基于性别的解释变量与中风后的记忆功能相关?全国健康和老龄化趋势研究的横断面分析。
IF 3.6 2区 医学 Q1 REHABILITATION Pub Date : 2024-12-06 DOI: 10.1016/j.apmr.2024.11.014
Clare Thompson, Elise Wiley, Ada Tang

Objective: To identify sex- and gender-based variables associated with immediate and delayed recall in individuals with stroke.

Design: This was a secondary analysis of data from the National Health and Aging Trends Study (NHATS) using general linear models with a standard stepwise approach.

Setting: Community.

Interventions: Not applicable.

Participants: Participants were eligible for the current analysis if they had a self-reported history of stroke at NHATS Round 1 (2011) and data available on our variables of interest. The final analyses included 366 participants for the immediate recall model and 365 participants for the delayed recall model.

Main outcome measures: Independent variables of interest included sex- (8 variables, for example biological sex, depression and anxiety, and comorbidities) and gender-related factors (14 variables, for example education, income, and independence with banking). The dependent variables of interest were the 10-word immediate and delayed recall tests, respectively.

Results: Higher immediate recall scores were associated with younger age, female biological sex, independence with banking, higher income, giving financial gifts, not requiring assistance with activities of daily living, and higher education (P<.001-.04). Higher delayed recall scores were associated with younger age, higher body mass index, higher education, placing importance in socializing, and independence with banking (P<.001-.04).

Conclusions: We conducted the largest analysis to date of sex- and gender-based factors associated with cognition in individuals with stroke. Stroke rehabilitation scientists and clinicians may consider both biological and sociodemographic factors associated with cognitive function, which may guide holistic poststroke assessments and interventions.

目的:确定与脑卒中患者即时和延迟回忆相关的性别和基于性别的变量。设计:这是对国家健康和老龄化趋势研究(NHATS)数据的二次分析,使用标准逐步方法的一般线性模型。背景:社区干预:不适用的参与者:如果参与者在NHATS第一轮(2011)中有自述卒中史,并且有我们感兴趣的变量的数据,则符合当前分析的条件。最后的分析包括366名立即回忆模型的参与者和365名延迟回忆模型的参与者。主要结果测量:感兴趣的独立变量包括性别(8个变量,例如生理性别、抑郁、焦虑和合并症)和性别相关因素(14个变量,例如教育、收入、银行独立性)。感兴趣的因变量分别是10个单词的即时和延迟回忆测试。结果:较高的即时回忆得分与较年轻、女性生理性别、银行独立性、高收入、给予财务礼物、不需要adl帮助和高等教育相关。结论:我们进行了迄今为止最大规模的分析,分析了与脑卒中个体认知相关的性别和基于性别的因素。脑卒中康复科学家和临床医生可能会考虑与认知功能相关的生物学和社会人口学因素,这可能会指导脑卒中后的整体评估和干预。
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引用次数: 0
Prevalence, Trajectory, and Predictors of Poststroke Fatigue in Older Adults. 老年人脑卒中后疲劳的患病率、轨迹和预测因素。
IF 3.6 2区 医学 Q1 REHABILITATION Pub Date : 2024-12-02 DOI: 10.1016/j.apmr.2024.11.012
Hongmei Huang, Mengxia Lu, Jinghui Zhong, Yingjie Xu, Yiran Dong, Xinfeng Liu, Wen Sun

Objective: To explore the prevalence, trajectories, and predictors of poststroke fatigue in older adults after a first ischemic stroke.

Design: A longitudinal observational cohort study.

Setting: Two hospitals.

Participants: A total of 381 patients aged ≥65 years with their first ischemic stroke were included. The mean (standard deviation) age was 71.1 (4.27) years, with 96 patients (25.2%) being women and 285 (74.8%) being men.

Interventions: Not applicable.

Main outcome measures: Patients were assessed using the Fatigue Severity Scale at admission, 3 months, and 12 months. Growth mixture models were used to identify distinct fatigue trajectories, and baseline variables were analyzed to determine their association with these trajectories.

Results: The prevalence of clinical fatigue was 39.11%, 33.33%, and 22.31% at admission, 3 months, and 12 months, respectively. Five distinct fatigue trajectories were identified: persistently low fatigue (class 1, 49.1%), persistently high fatigue (class 2, 21.5%), initial high but early decreasing fatigue (class 3, 15.0%), initial high but late decreasing fatigue (class 4, 8.7%), and increasing-then-decreasing fatigue (class 5, 5.8%). Multinomial logistic regression analysis revealed that several factors were significantly associated with high and persistent fatigue (class 2), including older age, lower social support, decreased physical activity, higher depression and anxiety scores, cognitive impairment, and greater stroke severity.

Conclusions: These findings indicate significant variability in the progression of fatigue among stroke survivors. Further research is necessary to determine the outcomes linked to these fatigue trajectory subgroups and to identify the most effective treatment strategies tailored to each specific subgroup.

目的:探讨老年人首次缺血性卒中后卒中后疲劳(PSF)的患病率、发展轨迹和预测因素。设计:纵向观察队列研究。环境:两家医院。参与者:共纳入381例年龄≥65岁的首次缺血性卒中患者。平均(SD)年龄为71.1(4.27)岁,女性96例(25.2%),男性285例(74.8%)。干预措施:不适用。主要结果测量:患者在入院、3个月和12个月时使用疲劳严重程度量表(FSS)进行评估。使用生长混合模型(GMM)来识别不同的疲劳轨迹,并分析基线变量以确定它们与这些轨迹的关联。结果:患者入院时、3个月时、12个月时的临床疲劳患病率分别为39.11%、33.33%、22.31%。确定了五种不同的疲劳轨迹:持续低疲劳(类别1,49.1%),持续高疲劳(类别2,21.5%),初始高疲劳但早期减少疲劳(类别3,15.0%),初始高疲劳但后期减少疲劳(类别4,8.7%),以及先增加后减少疲劳(类别5,5.8%)。多项逻辑回归分析显示,有几个因素与高度和持续性疲劳(2类)显著相关,包括年龄较大、社会支持较低、体力活动减少、抑郁和焦虑评分较高、认知障碍和中风严重程度较高。结论:这些发现表明卒中幸存者疲劳进展的显著变异性。需要进一步的研究来确定与这些疲劳轨迹亚组相关的结果,并确定针对每个特定亚组的最有效的治疗策略。
{"title":"Prevalence, Trajectory, and Predictors of Poststroke Fatigue in Older Adults.","authors":"Hongmei Huang, Mengxia Lu, Jinghui Zhong, Yingjie Xu, Yiran Dong, Xinfeng Liu, Wen Sun","doi":"10.1016/j.apmr.2024.11.012","DOIUrl":"10.1016/j.apmr.2024.11.012","url":null,"abstract":"<p><strong>Objective: </strong>To explore the prevalence, trajectories, and predictors of poststroke fatigue in older adults after a first ischemic stroke.</p><p><strong>Design: </strong>A longitudinal observational cohort study.</p><p><strong>Setting: </strong>Two hospitals.</p><p><strong>Participants: </strong>A total of 381 patients aged ≥65 years with their first ischemic stroke were included. The mean (standard deviation) age was 71.1 (4.27) years, with 96 patients (25.2%) being women and 285 (74.8%) being men.</p><p><strong>Interventions: </strong>Not applicable.</p><p><strong>Main outcome measures: </strong>Patients were assessed using the Fatigue Severity Scale at admission, 3 months, and 12 months. Growth mixture models were used to identify distinct fatigue trajectories, and baseline variables were analyzed to determine their association with these trajectories.</p><p><strong>Results: </strong>The prevalence of clinical fatigue was 39.11%, 33.33%, and 22.31% at admission, 3 months, and 12 months, respectively. Five distinct fatigue trajectories were identified: persistently low fatigue (class 1, 49.1%), persistently high fatigue (class 2, 21.5%), initial high but early decreasing fatigue (class 3, 15.0%), initial high but late decreasing fatigue (class 4, 8.7%), and increasing-then-decreasing fatigue (class 5, 5.8%). Multinomial logistic regression analysis revealed that several factors were significantly associated with high and persistent fatigue (class 2), including older age, lower social support, decreased physical activity, higher depression and anxiety scores, cognitive impairment, and greater stroke severity.</p><p><strong>Conclusions: </strong>These findings indicate significant variability in the progression of fatigue among stroke survivors. Further research is necessary to determine the outcomes linked to these fatigue trajectory subgroups and to identify the most effective treatment strategies tailored to each specific subgroup.</p>","PeriodicalId":8313,"journal":{"name":"Archives of physical medicine and rehabilitation","volume":" ","pages":""},"PeriodicalIF":3.6,"publicationDate":"2024-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142778733","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Machine Learning Algorithms for Prediction of Ambulation and Wheelchair Transfer Ability in Spina Bifida. 预测脊柱裂患者行走和轮椅移动能力的机器学习算法。
IF 3.6 2区 医学 Q1 REHABILITATION Pub Date : 2024-12-02 DOI: 10.1016/j.apmr.2024.11.013
Gina McKernan, Matt Mesoros, Brad E Dicianno

Objective: To determine which statistical techniques enhance our ability to predict ambulation and transfer ability in people with spina bifida (SB).

Design: Retrospective cohort study.

Setting: Thirty-five US outpatient SB clinic sites.

Participants: Individuals (n=4589) with SB aged 5-73 years (median age=13.59y).

Intervention: Not applicable.

Main outcome measures: Ambulation ability, which consisted of the following categories: community ambulators, household ambulators, therapeutic ambulators, and nonambulators.

Secondary outcome: Wheelchair transfer ability, as defined by the ability to transfer in and out of a wheelchair unassisted.

Results: A recurrent neural network (RNN) using a multilayer perceptron discarded 76 cases during case processing, resulting in 4513 that were run through the RNN. The predictions in the resulting testing dataset were 83.22% accurate. Recall was 93.21% for community ambulators, 10.00% for household ambulators, 23.96% for therapeutic ambulators, and 76.70% for nonambulators. Precision was 85.34% for community ambulators, 16.05% for household ambulators, 16.67% for therapeutic ambulators, and 93.47% for nonambulators. Total predictions included 68.39% for community ambulators, 2.25% for household ambulators, 3.83% for therapeutic ambulators, and 25.53% for nonambulators. Correspondingly, the model accurately classified 70% of wheelchair transfers while correctly identifying 97.3% of those able to transfer unassisted.

Conclusions: RNN models hold promise for the prediction of functional outcomes such as ambulation and transfer ability in people with SB, particularly for community ambulators and nonambulators. Compared with the previous work using traditional logistic regression approaches which misclassified 16% of cases, the RNN resulted in greater prediction accuracy with fewer than 7% of cases misclassified.

目的:确定哪些统计技术可以提高我们预测脊柱裂(SB)患者行走和转移能力的能力。设计:回顾性队列研究设置:35个美国SB门诊站点参与者:SB年龄5-73岁的个体(n=4,589)(中位年龄=13.59)干预措施:不适用主要结局测量:行走能力,包括以下类别:社区救护车、家庭救护车、治疗救护车和非救护车。次要结局:轮椅移动能力,定义为在没有辅助的情况下进出轮椅的能力。利用多层感知器的递归神经网络(RNN)在案例处理过程中丢弃了76个案例,结果通过RNN运行了4513个案例。结果测试数据集中的预测准确率为83.22%。社区门诊车的召回率为93.21%,家庭门诊车为10.00%,治疗门诊车为23.96%,非门诊车为76.70%。社区门诊车、家庭门诊车、治疗门诊车和非门诊车的准确率分别为85.34%、16.05%、16.67%和93.47%。预测结果中,社区救护车68.39%,家庭救护车2.25%,治疗救护车3.83%,非救护车25.53%。相应地,该模型准确分类了70%的轮椅转移,而正确识别了97.3%的能够独立转移的轮椅转移。结论:RNN模型有望预测SB患者的功能结果,如行走和转移能力,特别是对于社区和非行走者。与之前使用传统逻辑回归方法的工作(错误分类16%的病例)相比,RNN的预测精度更高,错误分类的病例少于7%。
{"title":"Machine Learning Algorithms for Prediction of Ambulation and Wheelchair Transfer Ability in Spina Bifida.","authors":"Gina McKernan, Matt Mesoros, Brad E Dicianno","doi":"10.1016/j.apmr.2024.11.013","DOIUrl":"10.1016/j.apmr.2024.11.013","url":null,"abstract":"<p><strong>Objective: </strong>To determine which statistical techniques enhance our ability to predict ambulation and transfer ability in people with spina bifida (SB).</p><p><strong>Design: </strong>Retrospective cohort study.</p><p><strong>Setting: </strong>Thirty-five US outpatient SB clinic sites.</p><p><strong>Participants: </strong>Individuals (n=4589) with SB aged 5-73 years (median age=13.59y).</p><p><strong>Intervention: </strong>Not applicable.</p><p><strong>Main outcome measures: </strong>Ambulation ability, which consisted of the following categories: community ambulators, household ambulators, therapeutic ambulators, and nonambulators.</p><p><strong>Secondary outcome: </strong>Wheelchair transfer ability, as defined by the ability to transfer in and out of a wheelchair unassisted.</p><p><strong>Results: </strong>A recurrent neural network (RNN) using a multilayer perceptron discarded 76 cases during case processing, resulting in 4513 that were run through the RNN. The predictions in the resulting testing dataset were 83.22% accurate. Recall was 93.21% for community ambulators, 10.00% for household ambulators, 23.96% for therapeutic ambulators, and 76.70% for nonambulators. Precision was 85.34% for community ambulators, 16.05% for household ambulators, 16.67% for therapeutic ambulators, and 93.47% for nonambulators. Total predictions included 68.39% for community ambulators, 2.25% for household ambulators, 3.83% for therapeutic ambulators, and 25.53% for nonambulators. Correspondingly, the model accurately classified 70% of wheelchair transfers while correctly identifying 97.3% of those able to transfer unassisted.</p><p><strong>Conclusions: </strong>RNN models hold promise for the prediction of functional outcomes such as ambulation and transfer ability in people with SB, particularly for community ambulators and nonambulators. Compared with the previous work using traditional logistic regression approaches which misclassified 16% of cases, the RNN resulted in greater prediction accuracy with fewer than 7% of cases misclassified.</p>","PeriodicalId":8313,"journal":{"name":"Archives of physical medicine and rehabilitation","volume":" ","pages":""},"PeriodicalIF":3.6,"publicationDate":"2024-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142778724","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Archives of physical medicine and rehabilitation
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