The search for subtypes of DCD: Is cluster analysis the answer?

被引:97
|
作者
Macnab, JJ [1 ]
Miller, LT
Polatajko, HJ
机构
[1] Univ Western Ontario, Dept Epidemiol & Biostat, Biostat Support Unit, London, ON N6A 5C1, Canada
[2] Univ Western Ontario, Sch Occupat Therapy, London, ON N6A 5C1, Canada
[3] Univ Toronto, Dept Occupat Therapy, London, ON N6A 5C1, Canada
关键词
statistical analysis; cluster analysis; motor co-ordination; perceptual-motor co-ordination;
D O I
10.1016/S0167-9457(01)00028-8
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Studies using cluster analysis as a method to identify distinct subtypes of developmental coordination disorder (DCD) have been inconclusive leading some authors to conclude that the method of cluster analysis should be abandoned while others call for the validation of previously defined subtypes. The objective of the current study was to examine the use of cluster analysis as a method of searching for subtypes of DCD to gain a better understanding of how different samples and different measures influence the interpretation of results. The paper provides a detailed review of three commonly cited cluster analytical studies and then explores the possible reasons for the discrepant results by replicating the approach with a different clinical sample. The results highlight the impact of different measures on cluster structure and the importance of adoption of a common standard to facilitate interpretation across studies. (C) 2001 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:49 / 72
页数:24
相关论文
共 50 条
  • [31] Cluster analysis: A useful tool for identifying homogeneous subtypes of schizophrenia?
    Goldman, M
    Tandon, R
    Decker, L
    SCHIZOPHRENIA RESEARCH, 1997, 24 (1-2) : 16 - 16
  • [32] Subtypes of autism by cluster analysis based on structural MRI data
    Hrdlicka, M
    Dudova, I
    Beranova, I
    Lisy, J
    Belsan, T
    Neuwirth, J
    Komarek, V
    Faladova, L
    Havlovicova, M
    Sedlacek, Z
    Blatny, M
    Urbanek, T
    EUROPEAN CHILD & ADOLESCENT PSYCHIATRY, 2005, 14 (03) : 138 - 144
  • [33] OBSTRUCTIVE SLEEP-APNEA SUBTYPES BY CLUSTER-ANALYSIS
    TSUCHIYA, M
    LOWE, A
    FLEETHAM, J
    PAE, E
    JOURNAL OF DENTAL RESEARCH, 1990, 69 : 284 - 284
  • [34] Identification of Subtypes Predicting Exacerbations in COPD Using Cluster Analysis
    Lee, J.
    Yoon, H.
    Lee, S.
    Kim, S.
    Ryu, Y.
    Chang, J.
    Rhee, C.
    Yoo, K.
    Jung, K.
    AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2019, 199
  • [35] Social phobia subtypes in the general population revealed by cluster analysis
    Furmark, T
    Tillfors, M
    Stattin, H
    Ekselius, L
    Fredrikson, M
    PSYCHOLOGICAL MEDICINE, 2000, 30 (06) : 1335 - 1344
  • [36] Identification of Subtypes of Refractory Asthma in Korean Patients by Cluster Analysis
    An Soo Jang
    Hyouk-Soo Kwon
    You Sook Cho
    Yun Jeong Bae
    Tae Bum Kim
    Jong Sook Park
    Sung Woo Park
    Soo-Taek Uh
    Jae-Sung Choi
    Yong-Hoon Kim
    Hyeon-Kyu Hwang
    Hee-Bom Moon
    Choon Sik Park
    Lung, 2013, 191 : 87 - 93
  • [37] Examining Subtypes of Behavioral/Emotional Risk Using Cluster Analysis
    Dever, Bridget V.
    Gallagher, Emily K.
    Hochbein, Craig D.
    Loukas, Austin
    Dai, Chenchen
    JOURNAL OF PSYCHOEDUCATIONAL ASSESSMENT, 2017, 35 (06) : 628 - 632
  • [39] ARCHITECTS SEARCH FOR ACOUSTIC ANSWER
    不详
    NEW SCIENTIST, 1984, 101 (1398) : 28 - 28
  • [40] GBCS: an answer in search of a question
    Lui, Tai-lok
    SOCIOLOGICAL REVIEW, 2015, 63 (02): : 480 - 492