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Understanding the nature of formative construct’s error variation in conducting IS research

초록

영어

Academic debates have been heating up regarding the estimation stability of formative measurement, making it the most controversial issue. The focus of this study is to examine the issue by attempting to understand the nature of error variance of the formative construct. For this, two different analytical approaches are taken: (1) the relationship between the error variance of a formative construct and the correlation strength between dependent variables and (2) the effect of reduced concept space of a formative construct on its error variance. Using actual survey data, we have shown that there is a significant detachment between the theoretical meaning of the construct error variance and its empirical meaning. The evidence underscores that caution is necessary in interpreting studies conducted on the formative approach.

목차

Abstract
 Introduction
 Research Method
 Analysis
  Experiment 1
  Experiment 2
 Discussions
 Conclusion
 Acknowledgement
 References

저자정보

  • Bongsik Shin Information and Decision Systems San Diego State University San Diego, CA 92182
  • Gimun Kim College of Business Administration Konyang University 119 Daehangro, Nonsan, ChungNam, Korea

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