统计咨询合同风险的比较分析

IF 0.7 4区 数学 Q3 STATISTICS & PROBABILITY
Stat Pub Date : 2023-12-07 DOI:10.1002/sta4.639
David Shilane, Nicole L. Lorenzetti, David K. Kruetter
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引用次数: 0

摘要

本研究列举并比较了不同形式统计咨询合同的风险和回报。我们评估了三种不同的合同模式:按项目收费、按小时收费和预聘协议,以及三种不同的计划期限:按项目收费、按时间收费和常青合同。在咨询工作的许多方面,对时间和精力的要求差别很大。统计咨询合同的风险既包括咨询项目的一般风险,也包括统计调查的专门风险。我们列举了一些一般风险,包括意外发展、修订与合作、项目范围变化等。同时,专业统计风险包括研究设计、数据质量、统计调查和统计问题沟通等问题。由于这些问题,统计调查的专业风险大大增加了咨询项目的一般风险。此外,这些问题可能会因咨询协议的形式而加剧或减轻。如果对每种合同的风险和益处有了更深入的了解,统计咨询师和客户就可以通过谈判达成对双方都更有利的合同。通过本次讨论,我们希望提高对这些问题的认识,并帮助创造工作条件,使统计顾问及其客户更有可能取得项目成功。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A comparative analysis of contractual risks in statistical consulting
This study enumerates and compares the risks and rewards of different forms of statistical consulting contracts. We assess three different contract models: project-based fees, hourly fees, and retainer agreements and three different planned durations: project-based, time-based, and evergreen contracts. The requirements of time and effort vary considerably for many aspects of consulting work. The risks of statistical consulting contracts include both the general risks of consulting projects along with the specialized risks of statistical investigations. We enumerate a number of general risks in the categories of unanticipated developments, revisions and collaboration, and changing scopes of projects. Meanwhile, the specialized statistical risks include issues of study design, data quality, statistical investigation, and communication of statistical issues. Because of these concerns, the specialized risks of statistical investigations add considerably to the general risks of consulting projects. Moreover, these issues can be exacerbated or mitigated by the form of the consulting agreement. With a greater understanding of the risks and benefits of each type of contract, statistical consultants and clients can negotiate more mutually beneficial contracts for either or both parties. Through this discussion, we hope to raise awareness of these issues and help to create working conditions with a greater likelihood of a successful project for both statistical consultants and their clients.
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来源期刊
Stat
Stat Decision Sciences-Statistics, Probability and Uncertainty
CiteScore
1.10
自引率
0.00%
发文量
85
期刊介绍: Stat is an innovative electronic journal for the rapid publication of novel and topical research results, publishing compact articles of the highest quality in all areas of statistical endeavour. Its purpose is to provide a means of rapid sharing of important new theoretical, methodological and applied research. Stat is a joint venture between the International Statistical Institute and Wiley-Blackwell. Stat is characterised by: • Speed - a high-quality review process that aims to reach a decision within 20 days of submission. • Concision - a maximum article length of 10 pages of text, not including references. • Supporting materials - inclusion of electronic supporting materials including graphs, video, software, data and images. • Scope - addresses all areas of statistics and interdisciplinary areas. Stat is a scientific journal for the international community of statisticians and researchers and practitioners in allied quantitative disciplines.
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