A payroll summary report in QuickBooks tracks employee income and expenses, offering insights into a company's financial health. To create one, users need to select a date range and relevant accounts through the payroll menu, configuring settings like report type for details. Important items to include in the report are total wages, number of employees, payroll deductions, and overtime paid.