Name
Abstract | ||
|---|---|---|
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 II 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. |
Year | Venue | Keywords |
|---|---|---|
2007 | MIS Quarterly | complete volume,reflective construct,misspecified formative construct,research model,measurement item,information systems research,formative construct,common misspecifications,type i,type ii error,statistical conclusion validity,type i and type ii errors,methodology |
Field | DocType | Volume |
Information system,Data science,Social psychology,Information systems research,Computer science,Knowledge management,Type I and type II errors,Formative assessment,Statistical conclusion validity,Goto | Journal | 31 |
Issue | ISSN | Citations |
4 | 0276-7783 | 732 |
PageRank | References | Authors |
19.49 | 49 | 3 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Stacie Petter | 1 | 1590 | 48.95 |
| detmar w straub | 2 | 2316 | 77.49 |
| Arun Rai | 3 | 2423 | 80.52 |