Specifying Formative Constructs in Information Systems Research
نویسندگان
چکیده
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 Carol Saunders was the accepting senior editor for this paper. Traci Carte was the associate editor. Ron Thompson and Mark Gavin served as reviewers. 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.
منابع مشابه
Formative and Reflective Measurement and Validation Mismatch in Survey Research: An Archival Analysis of Information Systems Success Constructs 1985-2007
The generic IS-success constructs first identified by DeLone and McLean (1992) continue to be widely employed in research. Yet, recent work by Petter et al (2007) has cast doubt on the validity of many mainstream constructs employed in IS research over the past 3 decades; critiquing the almost universal conceptualization and validation of these constructs as reflective when in many studies the ...
متن کاملA Rasch Approach to Empirical Field Research in Information Systems
The traditional method for construct development in information systems (IS) is based on classical test theory (CTT). While the Rasch approach is more theoretically sound than CTT, it has not been widely adopted in the IS literature. This is probably because CTT and Rash often produce similar results but Rash it is more difficult to perform. However, test equating, an important aspect of Rasch ...
متن کاملAn Assessment of Formative and Reflective Constructs in IS Research
Construct development and the use of structural equation modeling has become an important aspect of IS research. However, a review of recent MIS Quarterly (MISQ) articles indicates that little attention is given during theoretical development as to the formative or reflective nature of these constructs. This lack of attention has three implication issues that involve 1) construct misspecificati...
متن کاملConflating Antecedents and Formative Indicators: A Comment on Aguirre-Urreta and Marakas
A and Marakas [ A3 Aguirre-Urreta M, Marakas G (2013) Research note—Partial least squares and models with formatively specified endogenous constructs: A cautionary note. Inform. Systems Res., ePub ahead of print September 5, http://dx.doi.org/10.1287/isre.2013.0493] aim to evaluate the performance of partial least squares (PLS) path modeling when estimating models with formative endogenous cons...
متن کاملExploring Characteristics Of Expertise In Information Systems
Experts’ views and commentary have been highly respected in every discipline. However, unlike traditional disciplines like medicine, mathematics and engineering, Information System (IS) expertise is difficult to define. This paper attempts to understand the characteristics of IS-expert through a comprehensive literature review of analogous disciplines and then derives a formative research model...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- MIS Quarterly
دوره 31 شماره
صفحات -
تاریخ انتشار 2007