What are the business goals Data Quality is aiming to achieve? Who sets the Data Quality standards? Will team members regularly document their Data Quality work? Think about the people you identified for your Data Quality project and the project responsibilities you would assign to them. what kind of training do you think they would need to perform these responsibilities effectively? Are improvement team members fully trained on Data Quality? Defining, designing, creating, and implementing a process to solve a business challenge or meet a business objective is the most valuable role... In EVERY company, organization and department. Unless you are talking a one-time, single-use project within a business, there should be a process. Whether that process is managed and implemented by humans, AI, or a combination of the two, it needs to be designed by someone with a complex enough perspective to ask the right questions. Someone capable of asking the right questions and step back and say, 'What are we really trying to accomplish here? And is there a different way to look at it?' For more than twenty years, The Art of Service's Self-Assessments empower people who can do just that - whether their title is marketer, entrepreneur, manager, salesperson, consultant, business process manager, executive assistant, IT Manager, CxO etc... - they are the people who rule the future. They are people who watch the process as it happens, and ask the right questions to make the process work better. This book is for managers, advisors, consultants, specialists, professionals and anyone interested in Data Quality assessment. Featuring 637 new and updated case-based questions, organized into seven core areas of process design, this Self-Assessment will help you identify areas in which Data Quality improvements can be made. In using the questions you will be better able to: - diagnose Data Quality projects, initiatives, organizations, businesses and processes using accepted diagnostic standards and practices - implement evidence-based best practice strategies aligned with overall goals - integrate recent advances in Data Quality and process design strategies into practice according to best practice guidelines Using a Self-Assessment tool known as the Data Quality Scorecard, you will develop a clear picture of which Data Quality areas need attention. Included with your purchase of the book is the Data Quality Self-Assessment downloadable resource, containing all 637 questions and Self-Assessment areas of this book. This enables ease of (re-)use and enables you to import the questions in your preferred Management or Survey Tool. Access instructions can be found in the book. You are free to use the Self-Assessment contents in your presentations and materials for customers without asking us - we are here to help. This Self-Assessment has been approved by The Art of Service as part of a lifelong learning and Self-Assessment program and as a component of maintenance of certification. Optional other Self-Assessments are available. For more information, visit http://theartofservice.com