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Potential model misspecification bias: Formative indicators enhancing theory for accounting researchers

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  • Rodgers, Waymond
  • Guiral, Andrés

Abstract

This paper describes why and when formative factors, in combination with reflective measures, can be used in accounting research to better represent complex theoretical constructs. We argue that the exclusive use of reflective factors constrains theory development and may lead to imprecise measurement. We provide a review of 66 published research papers from Accounting, Organization and Society, The Accounting Review, Contemporary Accounting Research, Auditing: A Journal of Practice & Theory, Accounting, Auditing, & Accountability Journal, Behavioral Research in Accounting, International Journal of Accounting, Journal of Accounting and Public Policy, Management Accounting Research, Abacus, and Journal of Management Accounting Research using Structural Equation Models (SEM) from 1992 to 2008 to illustrate improvement of misspecification bias in leading accounting journals. Our findings suggest that most of the studies modeled constructs that did not include formative indicators.

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  • Rodgers, Waymond & Guiral, Andrés, 2011. "Potential model misspecification bias: Formative indicators enhancing theory for accounting researchers," The International Journal of Accounting, Elsevier, vol. 46(1), pages 25-50, March.
    • Handle: RePEc:eee:accoun:v:46:y:2011:i:1:p:25-50
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    2. Scott C. Manley & Joseph F. Hair & Ralph I. Williams & William C. McDowell, 0. "Essential new PLS-SEM analysis methods for your entrepreneurship analytical toolbox," International Entrepreneurship and Management Journal, Springer, vol. 0, pages 1-21.
    3. Christian Nitzl & Wynne W. Chin, 2017. "The case of partial least squares (PLS) path modeling in managerial accounting research," Journal of Management Control: Zeitschrift für Planung und Unternehmenssteuerung, Springer, vol. 28(2), pages 137-156, May.
    4. Nitzl, Christian, 2016. "The use of partial least squares structural equation modelling (PLS-SEM) in management accounting research: Directions for future theory development," Journal of Accounting Literature, Elsevier, vol. 37(C), pages 19-35.
    5. Scott C. Manley & Joseph F. Hair & Ralph I. Williams & William C. McDowell, 2021. "Essential new PLS-SEM analysis methods for your entrepreneurship analytical toolbox," International Entrepreneurship and Management Journal, Springer, vol. 17(4), pages 1805-1825, December.
    6. Eriana Kartadjumena & Waymond Rodgers, 2019. "Executive Compensation, Sustainability, Climate, Environmental Concerns, and Company Financial Performance: Evidence from Indonesian Commercial Banks," Sustainability, MDPI, vol. 11(6), pages 1-21, March.
    7. Rodgers, Waymond & Al Shammakhi, Badriya N. & Jeaneth, Johansson & Wincent, Joakim & Adams, Kweku, 2020. "DIY Entrepreneurship: a decision-pathway framework for ethical thought structures," Technological Forecasting and Social Change, Elsevier, vol. 161(C).
    8. Smith, Kenneth J. & Emerson, David J. & Mauldin, Shawn, 2021. "Online cheating at the intersection of the dark triad and fraud diamond," Journal of Accounting Education, Elsevier, vol. 57(C).

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