Aeppli D M, Pihlstrom B L
J Periodontal Res. 1989 Sep;24(5):329-34. doi: 10.1111/j.1600-0765.1989.tb00878.x.
In any longitudinal study of periodontitis, it is important to determine when change in probing depth or clinical attachment level occurs as soon as possible. In this study, simulation was used to compare three statistical methods for detecting change in linear periodontal measurement under a variety of conditions including type of change, number of follow-up visits, magnitude of linear measurement and examiner variance. The statistical methods included: 1) testing the slope of a regression line, 2) a comparison of running medians and 3) the cumulative sum (cusum) method. Three types of change and random examiner error were imposed on baseline linear measurements. The types of change included a gradual change, a burst, and rapid loss followed by regeneration. The results indicated that all three methods yielded similar results when the change was gradual. However, the regression line was less sensitive to bursts of change than the other methods. Overestimation of examiner error for the running median and cusum methods increased specificity and decreased sensitivity. Underestimation of examiner variance decreased specificity and increased sensitivity of the cusum and running median methods, while the regression was unaffected by estimates of examiner variance. If preventive or therapeutic action does not need to be taken immediately, either the running median or the cusum would be a good choice for detecting change. If immediate intervention is needed, the cusum appears to be the method of choice for detecting change at specific sites in longitudinal periodontal studies.
在任何牙周炎纵向研究中,尽快确定探诊深度或临床附着水平何时发生变化都很重要。在本研究中,采用模拟方法比较了三种统计方法,以检测在包括变化类型、随访次数、线性测量幅度和检查者差异等多种条件下线性牙周测量的变化。统计方法包括:1)检验回归线的斜率,2)移动中位数比较,3)累积和(cusum)法。将三种变化类型和随机检查者误差施加于基线线性测量。变化类型包括逐渐变化、突发变化以及快速丧失后再生。结果表明,当变化为逐渐变化时,所有三种方法产生的结果相似。然而,与其他方法相比,回归线对突发变化的敏感性较低。移动中位数和cusum法对检查者误差的高估增加了特异性并降低了敏感性。对检查者差异的低估降低了cusum法和移动中位数法的特异性并增加了敏感性,而回归线不受检查者差异估计的影响。如果不需要立即采取预防或治疗行动,移动中位数或cusum法将是检测变化的不错选择。如果需要立即干预,在纵向牙周研究中,cusum法似乎是检测特定部位变化的首选方法。