Specifying formative constructs in information systems research

被引:36
|
作者
Petter, Stacie
Straub, Detmar
Rai, Arun
机构
[1] Univ Nebraska, Omaha, NE 68182 USA
[2] Georgia State Univ, Atlanta, GA 30302 USA
[3] Georgia State Univ, Ctr Proc Innovat & Comp Informat Syst, Atlanta, GA 30303 USA
关键词
formative constructs; reflective constructs; composite constructs; latent constructs; measurement models; methodology; statistical conclusion validity; Type I and Type II errors;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
While researchers go to great lengths to justify and prove theoretical links between constructs, the relationship between measurement items and constructs is often ignored By default, the relationship between construct and item is assumed to be reflective, meaning that the measurement items are a reflection of the construct. Many times, though, the nature of the construct is not reflective, but rather formative. Formative constructs occur when the items describe and define the construct rather than vice versa. In this research, we examine whether formative constructs are indeed being mistaken for reflective constructs by information systems researchers. By examining complete volumes of MIS Quarterly and Information Systems Research over the last 3 years, we discovered that a significant number of articles have indeed misspecified formative constructs. For scientific results to be valid, we argue that researchers must properly specify formative constructs. This paper discusses the implications of different patterns of common misspecifications of formative constructs on both Type I and Type 11 errors. To avoid these errors, the paper provides a roadmap to researchers to properly specify formative constructs. We also discuss how to address formative constructs within a research model after they are specified While researchers go to great lengths to justify and prove theoretical links between constructs, the relationship between measurement items and constructs is often ignored By default, the relationship between construct and item is assumed to be reflective, meaning that the measurement items
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页码:623 / 656
页数:34
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