Identifying Common Methods Variance With Data Collected From A Single Source: An Unresolved Sticky Issue
- 1 September 1991
- journal article
- Published by SAGE Publications in Journal of Management
- Vol. 17 (3) , 571-587
- https://doi.org/10.1177/014920639101700303
Abstract
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.Keywords
This publication has 25 references indexed in Scilit:
- A test of leadership categorization theory: Internal structure, information processing, and leadership perceptionsPublished by Elsevier ,2004
- Alternative Information-Processing Models and Their Implications for Theory, Research, and PracticeAcademy of Management Review, 1990
- Potential Biases in Leadership Measures: How Prototypes, Leniency, and General Satisfaction Relate to Ratings and Rankings of Transformational and Transactional Leadership ConstructsEducational and Psychological Measurement, 1989
- Time Spent Communicating: A Multiple Levels of Analysis ApproachHuman Relations, 1988
- Method variance as an artifact in self-reported affect and perceptions at work: Myth or significant problem?Journal of Applied Psychology, 1987
- Notes on the Practical and Theoretical Consequences of Implicit Leadership Theories for the Future of Leadership MeasurementJournal of Management, 1986
- An Evaluation of the Validity of Correlational Research Conducted in OrganizationsAcademy of Management Review, 1985
- An Examination of Need-Satisfaction Models of Job AttitudesAdministrative Science Quarterly, 1977
- Illusory correlation as an obstacle to the use of valid psychodiagnostic signs.Journal of Abnormal Psychology, 1969
- Convergent and discriminant validation by the multitrait-multimethod matrix.Psychological Bulletin, 1959