A primer on receiver operating characteristic analysis and diagnostic efficiency statistics for pediatric psychology: We are ready to ROC

YoungstromE.A.

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A primer on receiver operating characteristic analysis and diagnostic efficiency statistics for pediatric psychology: We are ready to ROC

机译：儿科心理学接收器工作特征分析和诊断效率统计的入门知识：我们准备好进行中华民国

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Objective To offer a practical demonstration of receiver operating characteristic (ROC) analyses, diagnostic efficiency statistics, and their application to clinical decision making using a popular parent checklist to assess for potential mood disorder. Method Secondary analyses of data from 589 families seeking outpatient mental health services, completing the Child Behavior Checklist and semi-structured diagnostic interviews. Results Internalizing Problems raw scores discriminated mood disorders significantly better than did age-and gender-normed T scores, or an Affective Problems score. Internalizing scores <8 had a diagnostic likelihood ratio <0.3, and scores >30 had a diagnostic likelihood ratio of 7.4. Conclusions This study illustrates a series of steps in defining a clinical problem, operationalizing it, selecting a valid study design, and using ROC analyses to generate statistics that support clinical decisions. The ROC framework offers important advantages for clinical interpretation. Appendices include sample scripts using SPSS and R to check assumptions and conduct ROC analyses.

机译：目的提供实用的接收器工作特征（ROC）分析，诊断效率统计数据及其在临床决策中的应用的演示，该过程使用流行的父母核对表评估潜在的情绪障碍。方法对来自589个寻求门诊心理健康服务的家庭的数据进行二次分析，完成儿童行为清单和半结构式诊断访谈。结果内在化问题原始评分对情绪障碍的区分明显优于年龄和性别标准化的T评分或情感问题评分。内部化得分<8的诊断可能性比<0.3，得分> 30的诊断可能性比7.4。结论本研究说明了定义临床问题，对其进行操作，选择有效的研究设计以及使用ROC分析生成支持临床决策的统计数据的一系列步骤。 ROC框架为临床解释提供了重要的优势。附录包括使用SPSS和R的示例脚本，以检查假设并进行ROC分析。

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《Journal of pediatric psychology》 |2014年第2期|共18页
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YoungstromE.A.;
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正文语种 eng
中图分类神经病学与精神病学;
关键词
diagnostic efficiency; evidence-based medicine; receiver operating characteristic analysis; sensitivity and specificity;

机译：诊断效率;循证医学;受试者工作特征分析;敏感性和特异性;

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1. A primer on receiver operating characteristic analysis and diagnostic efficiency statistics for pediatric psychology: We are ready to ROC [J] . YoungstromE.A. Journal of pediatric psychology . 2014,第2期

机译：儿科心理学接收器工作特征分析和诊断效率统计的入门知识：我们准备好进行中华民国
2. Statistical Analysis of Receiver Operating Characteristic (ROC) Curves for the Ratings of the A-Not A and the Same-Different Methods [J] . Bi J., Lee H.-S., OMahony M. Journal of sensory studies . 2013,第1期

机译：A-Not A和相同方法的额定值的接收器工作特性（ROC）曲线的统计分析
3. The use of receiver operating characteristic (ROC) analysis to assess the diagnostic value of serum amyloid A, haptoglobin and fibrinogen in traumatic reticuloperitonitis in cattle [J] . Nazifi Saeed, Ansari-Lari Maryam, Asadi-Fardaqi Javad, The Veterinary Journal . 2009,第2期

机译：使用接收器操作特征（ROC）分析评估血清淀粉样蛋白A，触觉球蛋白和纤维蛋白原在牛创伤性网腹膜炎中的诊断价值
4. Time receiver operating characteristic (tROC) curves: A new tool for evaluating the performance of diagnostic systems [C] . Xue Ya, Eklund Neil H. W., Hu Xiao, The 2010 International Joint Conference on Neural Networks . 2010

机译：时间接收器工作特性（tROC）曲线：一种用于评估诊断系统性能的新工具
5. The use of Receiver Operating Characteristics (ROC) curves as a statistical tool for measuring the effect of an educational intervention in an emergency medicine residency program [D] . Castronova, Frank Charles 1997

机译：使用接收器工作特征（ROC）曲线作为统计工具来衡量教育干预对急诊医学住院医师计划的影响
6. A Primer on Receiver Operating Characteristic Analysis and Diagnostic Efficiency Statistics for Pediatric Psychology: We Are Ready to ROC [O] . Eric A. Youngstrom -1

机译：儿科心理学接收器工作特性分析和诊断效率统计入门：我们已经准备好中华民国
7. Ponto de corte do índice Homeostatic Model Assessment for Insulin Resistance (HOMA-IR) avaliado pela curva Receiver Operating Characteristic (ROC) na detecção de síndrome metabólica em crianças pré-púberes com excesso de peso Cut-off point for Homeostatic Model Assessment for Insulin Resistance (HOMA-IR) index established from Receiver Operating Characteristic (ROC) curve in the detection of metabolic syndrome in overweight pre-pubertal children [O] . Isabel Rey Madeira, Cecilia N. Miranda Carvalho, Fernanda Mussi Gazolla, 2008

机译：接受者工作特征（ROC）曲线评估的胰岛素抵抗稳态模型评估（HOMA-IR）指数的临界点，用于检测超重青春期儿童代谢综合征的临界点胰岛素抵抗稳态模型评估的临界点根据受试者工作特征（ROC）曲线建立的（HOMA-IR）指数，用于检测超重青春期前儿童的代谢综合征

A primer on receiver operating characteristic analysis and diagnostic efficiency statistics for pediatric psychology: We are ready to ROC

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