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头部受伤者与非头部受伤者的抑郁情况:判别分析

Depression among the head-injured and non-head-injured: a discriminant analysis.

作者信息

Aloia M S, Long C J, Allen J B

机构信息

Clinical Brain Disorders Branch, National Institute of Mental Health, St. Elizabeths Hospital, Washington, DC 20032, USA.

出版信息

Brain Inj. 1995 Aug-Sep;9(6):575-83. doi: 10.3109/02699059509008216.

Abstract

Neuropsychologists often use traditional psychological tests to assess depression following a head injury; but the assumption that depression with a head injury resembles that in an uninjured person is suspect. The current study attempts to examine the cognitive manifestations of depression with and without a coexisting head-injury. Advanced statistical methods are used to assess whether or not the two depressions 'look alike' with respect to the neuropsychological sequelae of the disorders. A total of 1182 people were entered into one of two discriminant function analyses (DFA) for depression. Each person was a member of one of the following groups: (a) depressed, (b) non-depressed, (c) head-injured, or (d) head-injured and depressed. Two functions were performed for depression, one on the population of head-injured people and one on the population of uninjured people. Cross-validations were performed for each population and across populations in order to assess the utility of each population's function for the opposite group. This comparison allows the researcher to indirectly compare depression in the two populations. Both functions were successfully applied to either population when MMPI variables were included in the analyses. However, when only cognitive variables were included the function performed on the non-head-injured population did not correctly classify head-injured people as depressed or non-depressed. One explanation for this is that the range of cognitive scores in head-injured people is so great that it allows for a less accurate but more generalizable function. Suggestions for future research are discussed.

摘要

神经心理学家经常使用传统心理测试来评估头部受伤后的抑郁情况;但认为头部受伤导致的抑郁与未受伤者的抑郁相似这一假设值得怀疑。当前研究试图考察伴有或不伴有头部受伤的抑郁的认知表现。采用先进的统计方法来评估这两种抑郁在疾病的神经心理学后遗症方面是否“看起来相似”。共有1182人被纳入针对抑郁的两项判别函数分析(DFA)中的一项。每个人属于以下组群之一:(a)抑郁组,(b)非抑郁组,(c)头部受伤组,或(d)头部受伤且抑郁组。针对抑郁进行了两项函数分析,一项针对头部受伤人群,另一项针对未受伤人群。对每个群体以及跨群体进行了交叉验证,以评估每个群体的函数对另一组群的效用。这种比较使研究者能够间接比较这两个群体中的抑郁情况。当在分析中纳入明尼苏达多相人格调查表(MMPI)变量时,这两项函数分析都成功应用于任一群体。然而,当仅纳入认知变量时,针对未头部受伤人群进行的函数分析未能正确将头部受伤人群分类为抑郁或非抑郁。对此的一种解释是,头部受伤人群的认知分数范围如此之大,以至于得出的函数虽不太准确但更具普遍性。文中还讨论了对未来研究的建议。

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