Variability of "optimal" cut points for mild, moderate, and severe pain: Neglected problems when comparing groups

被引:104
作者
Hirschfeld, Gerrit
Zernikow, Boris
机构
[1] Univ Witten Herdecke, Vodafone Fdn Chair Childrens Pain Therapy & Paedi, D-45711 Datteln, Germany
[2] Childrens Hosp Datteln, German Paediat Pain Ctr, Datteln, Germany
关键词
Bootstrap; Optimal cut points; Pain; Sensitivity; Specificity; DIAGNOSTIC-ACCURACY; STARD STATEMENT; CANCER PAIN; ESTABLISHMENT; EXPLANATION; CUTPOINTS;
D O I
10.1016/j.pain.2012.10.008
中图分类号
R614 [麻醉学];
学科分类号
100217 [麻醉学];
摘要
Defining cut points for mild, moderate, and severe pain intensity on the basis of differences in functional interference has an intuitive appeal. The statistical procedure to derive them proposed in 1995 by Serlin et al. has been widely used. Contrasting cut points between populations have been interpreted as meaningful differences between different chronic pain populations. We explore the variability associated with optimally defined cut points in a large sample of chronic pain patients and in homogeneous subsamples. Ratings of maximal pain intensity (0-10 numeric rating scale, NRS) and pain-related disability were collected in a sample of 2249 children with chronic pain managed in a tertiary pain clinic. First, the "optimal" cut points for the whole sample were determined. Second, the variability of these cut points was quantified by the bootstrap technique. Third, this variability was also assessed in homogeneous subsamples of 650 children with constant pain, 430 children with chronic daily headache, and 295 children with musculoskeletal pain. Our study revealed 3 main findings: (1) The optimal cut points for mild, moderate, and severe pain in the whole sample were 4 and 8 (0-10 NRS). (2) The variability of these cut points within the whole sample was very high, identifying the optimal cut points in only 40% of the time. (3) Similarly large variability was also found in subsamples of patients with a homogeneous pain etiology. Optimal cut points are strongly influenced by random fluctuations within a sample. Differences in optimal cut points between study groups may be explained by chance variation; no other substantial explanation is required. Future studies that aim to interpret differences between groups need to include measures of variability for optimal cut points. (C) 2012 International Association for the Study of Pain. Published by Elsevier B. V. All rights reserved.
引用
收藏
页码:154 / 159
页数:6
相关论文
共 27 条
[1]
DANGERS OF USING OPTIMAL CUTPOINTS IN THE EVALUATION OF PROGNOSTIC FACTORS [J].
ALTMAN, DG ;
LAUSEN, B ;
SAUERBREI, W ;
SCHUMACHER, M .
JOURNAL OF THE NATIONAL CANCER INSTITUTE, 1994, 86 (11) :829-835
[2]
The revised CONSORT statement for reporting randomized trials: Explanation and elaboration [J].
Altman, DG ;
Schulz, KF ;
Moher, D ;
Egger, M ;
Davidoff, F ;
Elbourne, D ;
Gotzsche, PC ;
Lang, T .
ANNALS OF INTERNAL MEDICINE, 2001, 134 (08) :663-694
[3]
[Anonymous], 2011, R: A language and environment for statistical computing
[4]
[Anonymous], BMJ
[5]
Towards complete and accurate reporting of studies of diagnostic accuracy: The STARD initiative [J].
Bossuyt, PM ;
Reitsma, JB ;
Bruns, DE ;
Gatsonis, CA ;
Glasziou, PP ;
Irwig, LM ;
Lijmer, JG ;
Moher, D ;
Rennie, D ;
de Vet, HCW .
ANNALS OF INTERNAL MEDICINE, 2003, 138 (01) :40-44
[6]
Davison A.C. Hinkley., 1997, BOOTSTRAP METHODS TH
[8]
Clinical importance of changes in chronic pain intensity measured on an 11-point numerical pain rating scale [J].
Farrar, JT ;
Young, JP ;
LaMoreaux, L ;
Werth, JL ;
Poole, RM .
PAIN, 2001, 94 (02) :149-158
[9]
Categorising the severity of neck pain: Establishment of cut-points for use in clinical and epidemiological research [J].
Fejer, R ;
Jordan, A ;
Hartvigsen, J .
PAIN, 2005, 119 (1-3) :176-182
[10]
AMERICAN-COLLEGE-OF-RHEUMATOLOGY PRELIMINARY DEFINITION OF IMPROVEMENT IN RHEUMATOID-ARTHRITIS [J].
FELSON, DT ;
ANDERSON, JJ ;
BOERS, M ;
BOMBARDIER, C ;
FURST, D ;
GOLDSMITH, C ;
KATZ, LM ;
LIGHTFOOT, R ;
PAULUS, H ;
STRAND, V ;
TUGWELL, P ;
WEINBLATT, M ;
WILLIAMS, HJ ;
WOLFE, F ;
KIESZAK, S .
ARTHRITIS AND RHEUMATISM, 1995, 38 (06) :727-735