相关研究中的统计控制:组织研究者的10条基本建议

Statistical control in correlational studies: 10 essential recommendations for organizational researchers

JOURNAL OF ORGANIZATIONAL BEHAVIOR · 2015
被引 927 · 同刊同年前 1%
人大 AABS 4

中文导读

整合了关于统计控制的文献,提出10条基本建议,帮助组织研究者提高相关研究中统计控制的质量,避免参数估计不可解释、错误推断等问题。

Abstract

Summary Statistical control is widely used in correlational studies with the intent of providing more accurate estimates of relationships among variables, more conservative tests of hypotheses, or ruling out alternative explanations for empirical findings. However, the use of control variables can produce uninterpretable parameter estimates, erroneous inferences, irreplicable results, and other barriers to scientific progress. As a result, methodologists have provided a great deal of advice regarding the use of statistical control, to the point that researchers might have difficulties sifting through and prioritizing the available suggestions. We integrate and condense this literature into a set of 10 essential recommendations that are generally applicable and which, if followed, would substantially enhance the quality of published organizational research. We provide explanations, qualifications, and examples following each recommendation. Copyright © 2015 John Wiley & Sons, Ltd.

组织研究统计方法相关研究研究方法