This Fourth Edition continues to offer a conceptual understanding of statistics that can be applied readily to the real-life challenges of public administrators and policy analysts. The book provides examples from the areas of human resources management, organizational behaviour, budgeting, and public policy to illustrate how public administrators interact with and analyse data.