2023
DOI: 10.2308/jfr-2021-004
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A Practical Guide to Using Path Analysis: Mediation and Moderation in Accounting Research

Abstract: We use plain-English, figures, and simple math to explain how to use path analysis to test for mediation and moderation.  Many theories in accounting research can be conceptualized as mediated, moderated or moderated-mediation models to investigate both simple and complex hypothesized relationships.  Analyses using these models capture the dependent nature of an entire set of relationships rather than attempting to make piecemeal inferences from a series of individual regressions that may not be as revealing a… Show more

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Cited by 29 publications
(8 citation statements)
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“…Practically, having shiny long hair does not seem to have direct evolutionary benefits. However, women invest considerable amounts 1 It is important to note that an indirect effect can attain significance even if individual indirect paths lack significance (Zhao et al, 2010;Jollineau and Bowen, 2022). of time caring for and grooming their hair.…”
Section: Discussionmentioning
confidence: 99%
See 1 more Smart Citation
“…Practically, having shiny long hair does not seem to have direct evolutionary benefits. However, women invest considerable amounts 1 It is important to note that an indirect effect can attain significance even if individual indirect paths lack significance (Zhao et al, 2010;Jollineau and Bowen, 2022). of time caring for and grooming their hair.…”
Section: Discussionmentioning
confidence: 99%
“… 1 It is important to note that an indirect effect can attain significance even if individual indirect paths lack significance ( Zhao et al, 2010 ; Jollineau and Bowen, 2022 ). …”
mentioning
confidence: 99%
“…The use of an 80% CI is an appropriate test when theory calls for a directional test for indirect effects, wherein a 10% criterion is set (α = 0.10). Jollineau and Bowen (2023) provide a methodological guide for authors utilizing mediation and moderation in accounting research. They note that, if an author's theory suggests directional effects, the author can set a 5% criterion for the directional tail by specifying a 90% CI.…”
Section: Qualitative Responsesmentioning
confidence: 99%
“…Following the approach of Baron and Kenny (1986) and Jollineau and Bowen (2022), we use Models (6A)-(6C) to conduct our mediation analyses:…”
Section: Additional Test: Mediation Effects Of Financing Constraintsmentioning
confidence: 99%
“…Following the approach of Baron and Kenny (1986) and Jollineau and Bowen (2022), we use Models (6A)–(6C) to conduct our mediation analyses: where the mediator is SA_INDEX . The total effect of INSURANCE on INEFFICIENCY (i.e.…”
Section: Additional Test: Mediation Effects Of Financing Constraintsmentioning
confidence: 99%