Statistical methods for assessing agreement for ordinal data

被引:154
作者
Jakobsson, U [1 ]
Westergren, A [1 ]
机构
[1] Lund Univ, Fac Med, Dept Hlth Sci, SE-22100 Lund, Sweden
关键词
ordinal data; agreement; statistics; kappa; kappa-statistics; kappa-coefficient; nursing; caring sciences;
D O I
10.1111/j.1471-6712.2005.00368.x
中图分类号
R47 [护理学];
学科分类号
1011 ;
摘要
Evaluation of various methods in clinical practice is often based on interpretations by two or more observers. Such data need to be analysed with correct statistics, or the results and conclusions may be misleading. In this study, the use of measures of agreement for ordinal data in five international nursing journals is reviewed and various methods for measuring agreement are presented and discussed. Analyses of agreement did not seem to be very common in nursing research, but a great variation was found regarding the choice of method for analysing agreement. Both acceptable and unacceptable methods were found in the articles reviewed. When choosing among various methods for agreement the weighted kappa-coefficient is probably the most useful for ordinal data, but several issues of concern arise and need to be taken into consideration when using these types of analyses.
引用
收藏
页码:427 / 431
页数:5
相关论文
共 13 条
[1]  
AVRAM MJ, 1985, ANESTH ANALG, V64, P607
[2]   STATISTICAL METHODS FOR ASSESSING AGREEMENT BETWEEN TWO METHODS OF CLINICAL MEASUREMENT [J].
BLAND, JM ;
ALTMAN, DG .
LANCET, 1986, 1 (8476) :307-310
[4]   A COEFFICIENT OF AGREEMENT FOR NOMINAL SCALES [J].
COHEN, J .
EDUCATIONAL AND PSYCHOLOGICAL MEASUREMENT, 1960, 20 (01) :37-46
[5]   HIGH AGREEMENT BUT LOW KAPPA .1. THE PROBLEMS OF 2 PARADOXES [J].
FEINSTEIN, AR ;
CICCHETTI, DV .
JOURNAL OF CLINICAL EPIDEMIOLOGY, 1990, 43 (06) :543-549
[6]   EQUIVALENCE OF WEIGHTED KAPPA AND INTRACLASS CORRELATION COEFFICIENT AS MEASURES OF RELIABILITY [J].
FLEISS, JL ;
COHEN, J .
EDUCATIONAL AND PSYCHOLOGICAL MEASUREMENT, 1973, 33 (03) :613-619
[7]  
FLEISS JL, 1971, PSYCHOL BULL, V76, P378, DOI 10.1037/h0031619
[8]   THE ANALYSIS OF ORDINAL AGREEMENT DATA - BEYOND WEIGHTED KAPPA [J].
GRAHAM, P ;
JACKSON, R .
JOURNAL OF CLINICAL EPIDEMIOLOGY, 1993, 46 (09) :1055-1062
[9]   Statistical presentation and analysis of ordinal data in nursing research [J].
Jakobsson, U .
SCANDINAVIAN JOURNAL OF CARING SCIENCES, 2004, 18 (04) :437-440
[10]   MEASUREMENT OF OBSERVER AGREEMENT FOR CATEGORICAL DATA [J].
LANDIS, JR ;
KOCH, GG .
BIOMETRICS, 1977, 33 (01) :159-174