设计和分析溃疡愈合和复发研究中的统计问题

G. Koch, I. Amara, J. Forster, D. Mcsorley, Karl E. Peace
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引用次数: 5

摘要

在一项随机平行组研究中,我们讨论了统计学方面的考虑,以比较在特定的给药时间内溃疡愈合的治疗方法,以及在没有给药的随访期间避免溃疡复发(愈合的患者)的治疗方法。在这项研究中,随机化可以有效地比较治疗在给药期间的愈合率和在联合给药和随访期间的溃疡无累积率(即愈合和愈合后无复发)。适当的分析方法包括对二分类结果的Mantel-Haenszel检验和逻辑回归,以及对事件结果时间的生命表对应。对于愈合患者的复发率,由于在随访期开始时治疗组的复发危险因素可能缺乏相似性,因此治疗间比较的基础尚不清楚。这一困难可以通过解释治疗组内的复发率来描述相应的愈合人群来解决。此外,这种描述可能涉及解释风险因素影响的统计模型。此外,还考虑到样本量的确定和治疗和复发研究设计的其他方面。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Statistical Issues in the Design and Analysis of Ulcer Healing and Recurrence Studies
Statistical considerations are discussed for a randomized parallel groups study to compare treatments for the healing of ulcers during a specified time period of dosing and for the avoidance of subsequent ulcer recurrence (in patients with healing) during a follow-up period with no medication. For this study, randomization enables valid comparisons of treatments for the rates of healing during the dosing period and for the cumulative rates of being ulcer-free (ie, healing and no recurrence subsequent to healing) during the combined dosing and follow-up periods. Appropriate methods of analysis include Mantel-Haenszel tests and logistic regression for dichotomous outcomes and their life table counterparts for time to event outcomes. For recurrence rates among patients with healing, the basis for comparisons among treatments is unclear because of potential lack of similarity of treatment groups for risk factors for recurrence at the beginning of the follow-up period. This difficulty can be addressed by interpreting recurrence rates within treatment groups as descriptive for corresponding populations with healing. Moreover, such descriptions can involve statistical models which account for the effects of risk factors. Consideration is additionally given to sample size determination and other aspects of the design for a healing and recurrence study.
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来源期刊
Drug Information Journal
Drug Information Journal 医学-卫生保健
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