相关实验视频

Updated: Jun 16, 2025

Author Spotlight: Therapeutic Benefit of Closed-Loop Deep Brain Stimulation in Depression Treatment

Author Spotlight: Therapeutic Benefit of Closed-Loop Deep Brain Stimulation in Depression Treatment

Published on: July 7, 2023

临床仪器的物品响应建模与过器问题:解开症状的存在和严重程度

Brooke E Magnus¹

¹Boston College, Chestnut Hill, MA, USA.

Applied psychological measurement

|August 21, 2024

概括

多变量障碍分级响应模型 (MH-GRM) 比传统模型更好地测量所有严重程度的精神病理,特别是临床仪器中常见的过量零数据.

科学领域:

心理测量心理测量心理测量
心理病理学的测量方法
统计建模统计建模

背景情况:

具有过/跟踪格式的临床仪器通常会产生多余的零数据.
一维分级响应模型 (GRMs) 与零膨胀数据扎,低估了较低严重程度的个体差异.

研究的目的:

评估多变量障碍分级响应模型 (MH-GRM) 对零膨胀问卷数据的有效性.
在捕捉心理病理学中的个人差异方面,将MH-GRM与单维GRM进行比较.

主要方法:

利用含有多余零的模拟和经验数据.
应用了单维GRM和拟议的MH-GRM.
MH-GRM包含两个潜在变量:易感性和严重性.

主要成果:

与单维GRM相比,MH-GRM表现出在更广泛的精神病理谱中捕捉个人差异的卓越能力.
一维GRMs,当应用到过问题数据时,在很大程度上无法测量较低严重程度的差异.

结论:

MH-GRM是分析临床仪器零膨胀数据的更合适和更全面的模型.
计算过多的零值对于准确评估整个严重程度范围内的精神病理学个体差异至关重要.

关键词:

临床评估临床评估过问题是过问题.项目响应理论是物品响应理论.心理测量是指心理测量.零通货膨胀没有通货膨胀

更多相关视频

Determining Pain Detection and Tolerance Thresholds Using an Integrated, Multi-Modal Pain Task Battery

Determining Pain Detection and Tolerance Thresholds Using an Integrated, Multi-Modal Pain Task Battery

Published on: April 14, 2016

Psychophysically-anchored, Robust Thresholding in Studying Pain-related Lateralization of Oscillatory Prestimulus Activity

Psychophysically-anchored, Robust Thresholding in Studying Pain-related Lateralization of Oscillatory Prestimulus Activity

Published on: January 21, 2017

相关概念视频

Response Surface Methodology

Response Surface Methodology

Response Surface Methodology (RSM) is a collection of statistical and mathematical techniques used to develop, improve, and optimize processes. It is particularly valuable when many input variables or factors potentially influence a response variable.
The process of RSM involves several key steps:

Self-Report Tests of Personality

Self-Report Tests of Personality

Self-report inventories are objective personality assessments that use multiple-choice items or numbered scales, typically ranging from 1 (strongly disagree) to 5 (strongly agree). They are often called Likert scales after Rensis Likert. These inventories are widely used due to their ease of administration and cost-effectiveness. One of the most prominent examples is the Minnesota Multiphasic Personality Inventory (MMPI), initially developed in the 1940s to assess abnormal personality traits.

Modeling in Therapy

Modeling in Therapy

Modeling, a key technique in therapy, uses observational learning to help clients acquire and practice new skills by watching therapists demonstrate desired behaviors. This approach, rooted in Albert Bandura's concept of vicarious learning, plays a significant role in therapeutic interventions for various psychological conditions, including social anxiety, ADHD, and depression.
Participant Modeling
Participant modeling involves therapists demonstrating calm and effective behaviors in...