Identifying Common Methods Variance With Data Collected From A Single Source: An Unresolved Sticky Issue

Common methods variance that can result when two or more constructs are measured by a single rater or source was examined using Within and Between Analysis (WABA). Levels of analysis effects were assessed for single-source leadership and outcome ratings obtained using surveys completed by the follow...

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Veröffentlicht in:Journal of management 1991-09, Vol.17 (3), p.571-587
Hauptverfasser: Avolio, Bruce J., Yammarino, Francis J., Bass, Bernard M.
Format: Artikel
Sprache:eng
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Zusammenfassung:Common methods variance that can result when two or more constructs are measured by a single rater or source was examined using Within and Between Analysis (WABA). Levels of analysis effects were assessed for single-source leadership and outcome ratings obtained using surveys completed by the followers of managers employed by a multidivisional Fortune 500 high technology organization. The alignment of singleand multiple-source effects with the analytic procedures, a critique of recommended procedures for addressing problems with single-source variance, an alternative conceptual framework, and strategies to address problems with research involving questionnaire! survey self-report measures are discussed.
ISSN:0149-2063
1557-1211
DOI:10.1177/014920639101700303