Comprehensibility in Measurement of Neurobehavioral Function in Disorders of Consciousness: Integrating Data Visualization and Change Indices for the Coma/Near-Coma Scale.

IF 3.7 2区 医学 Q1 REHABILITATION
Patricia Grady-Dominguez, Trudy Mallinson, Theresa Bender Pape, Jennifer A Weaver
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Abstract

Objective: To apply a comprehensible, person-centered measurement principle to the reporting of the 8-item Coma/Near-Coma Scale (CNC-8), a measure of neurobehavioral function (NBF) for patients with disorders of consciousness. We developed Rasch equal-interval measures and change indices on a 0-100 equal-interval scale to support comprehensibility and applied data visualization techniques to enhance transparency for interpreting change in CNC-8 measures over time.

Design: Secondary data set using the partial credit Rasch measurement model and a case example.

Setting: Post-acute care rehabilitation.

Participants: Participants (N=40) with disorders of consciousness after a severe brain injury.

Interventions: Not applicable.

Main outcome measures: CNC-8.

Results: We transformed CNC-8 raw total scores to 0-100 equal-interval measures so that lower values indicated less NBF and higher values indicated more NBF. Indices of responsiveness, including minimal detectable change (MDC) of 15 units and conditional MDC, ranged from 16-62 units.

Conclusions: Conditional MDCs provide a more precise method for examining NBF change; however, without an electronic approach to data visualization, a single MDC is easier and quicker to apply in clinical practice. Person-centered measurement emphasizes the need for assessment results that are comprehensible to all relevant parties, including clinicians and family care partners. Integration of Rasch equal-interval measures, change indices, and modern data visualization techniques can facilitate comprehensibility of interpreting CNC-8 assessment results in real time at the bedside.

意识障碍中神经行为功能测量的可理解性:整合数据可视化和昏迷/近昏迷量表的变化指数。
目的:在昏迷/近昏迷量表(CNC-8)报告中应用以人为本的可理解性测量原则,这是一种测量意识障碍患者神经行为功能(NBF)的方法。我们开发了Rasch等间隔测量和0-100等间隔尺度的变化指数,以支持可理解性,并应用数据可视化技术来提高解释CNC-8测量随时间变化的透明度。设计:二级数据集使用部分信用Rasch测量模型和一个案例。设置:急性期后护理康复。参与者:严重脑损伤后意识障碍(DoC)的参与者(n=40)。干预措施:没有。主要结局指标:CNC-8。结果:我们将CNC-8原始总分转换为0-100等间隔测量值,使数值越低表示NBF越少,数值越高表示NBF越多。反应性指数,包括最小可检测变化(MDC) = 15个单位和条件最小可检测变化(cMDC)范围为16-62个单位。结论:cMDCs为检测NBF变化提供了更精确的方法;然而,如果没有数据可视化的电子方法,单个MDC更容易和更快地应用于临床实践。与PCM原则的关系:以人为本的测量强调评估结果需要所有相关方都能理解,包括临床医生和家庭护理伙伴。Rasch等间隔测量、变化指数和现代数据可视化技术的集成可以促进实时解释CNC-8评估结果的可理解性。
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来源期刊
CiteScore
6.20
自引率
4.70%
发文量
495
审稿时长
38 days
期刊介绍: The Archives of Physical Medicine and Rehabilitation publishes original, peer-reviewed research and clinical reports on important trends and developments in physical medicine and rehabilitation and related fields. This international journal brings researchers and clinicians authoritative information on the therapeutic utilization of physical, behavioral and pharmaceutical agents in providing comprehensive care for individuals with chronic illness and disabilities. Archives began publication in 1920, publishes monthly, and is the official journal of the American Congress of Rehabilitation Medicine. Its papers are cited more often than any other rehabilitation journal.
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