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Merged Datasets: An Analytic Tool for Evidence-Based Management

机译:合并数据集:基于证据的管理的分析工具

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摘要

Many businesses fail to merge and analyze data effectively. When data are merged from diverse independent sources across a business-something that is now practical and inexpensive-it becomes possible to conduct rigorous pretest-posttest comparisons of complex datasets with a precision, speed, and breadth that have not been practicalrnuntil now. This article describes a method for merging independent datasets and using the compiled data to run informative quantitative analyses that facilitate sound decision-making. This approach can help support several critical tasks in evidence-based management: documenting changes in the corporate culture; measuring linkages between "soft" perceptual variables and "hard" performance metrics; conducting rigorous pretest-posttest comparisons; and evaluating program effectiveness.
机译:许多企业无法有效地合并和分析数据。当数据从一个业务实用且价格不昂贵的企业中的各种独立来源合并而来时,就有可能进行复杂数据集的严格的测试前-测试后比较,而这些精度,速度和广度目前尚不可行。本文介绍了一种方法,用于合并独立的数据集并使用已编译的数据进行信息性的定量分析,以促进合理的决策。这种方法可以帮助支持基于证据的管理中的几个关键任务:记录公司文化的变化;测量“软”感知变量和“硬”性能指标之间的联系;进行严格的前测后测比较;并评估计划的有效性。

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