Across all levels in an organization, from CEO, executives, middle management to day-to-day operators, everyone relies on high quality information for decision making. This paper proposes frameworks for testing the alignment of organization's top management and other system users' perceptions towards and data quality for for ensuring the effectiveness and efficiency of data quality management. The frameworks not only have contributions to the theory but also have implications for organization's top management and practitioners in the fields.