A Manova Approach to Disentangling Correlated Dependent Variables in Organizational Research

Peter, J. Paul; Ryan, Michael J.; Hughes, R. Eugene

doi:10.5465/255391

Cited by 1 publication

(1 citation statement)

References 7 publications

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“…Attitude towards extension and extension purchase intention were significantly correlated ( r = 0.87, p = 0.00). As a multivariate analysis of variance (MANOVA) can disentangle correlated dependent variables (Hair et al , 2010; Peter et al , 1975), we conducted MANOVA to examine the interactive effects of extension fit and ad appeal on attitude towards and purchase intention for the advertised brand extension. The MANOVA results revealed that both extension fit ( Wilk’s λ = 0.76, F (2, 188) = 29.50, p < 0.001, η p 2 = 0.24) and ad appeal ( Wilk’s λ = 0.97, F (2, 188) = 3.40, p = 0.04, η p 2 = 0.04) had significant main effects on the two dependent variables.…”

Section: Resultsmentioning

confidence: 99%

How best to advertise low-fit brand extensions: a construal level theory perspective

Saeed,

Lee,

Lockshin

et al. 2024

JCM

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Purpose Low-fit brand extensions offer several potential benefits, yet their success is challenging. Building on construal level theory, this study aims to investigate how different advertising appeals can improve the evaluations of low-fit brand extensions through two different processes (cognitive and affective). Design/methodology/approach Two experiments were conducted with US consumers. Study 1 used a 2 (extension fit: high, low) × 2 (ad appeal: abstract, concrete) between-subjects design. Study 2 applied a 2 (brand associations: promotion, prevention) × 2 (ad appeal: promotion, prevention) between-subjects design. Multivariate analyses and follow-up means comparisons were used to analyse data. Findings Study 1 found that an abstract ad appeal is more effective for promoting low-fit brand extension because it improves the perception of fit. Study 2 showed promotion vs prevention ad appeals lead to better evaluation of low-fit brand extensions when matched with parent brand associations (promotion vs prevention) in terms of construal level. This matching effect is underpinned by processing fluency. Research limitations/implications Ad appeals can influence low-fit brand extension evaluation by influencing the perception of fit (cognitive process) or processing fluency (affective process). Future research could consider different ad appeals and other construal related factors to generalise these findings. Practical implications Marketers can design different ad appeals to effectively advertise low-fit brand extensions. These findings can guide managers in the development of effective advertising strategies. Originality/value This research offers a new perspective on how ad appeals can enhance low-fit brand extension evaluation.

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Section: Resultsmentioning

confidence: 99%