Final answer:
Department stores are not service-based businesses because they sell physical goods like apparel, distinguishing them from service-oriented businesses such as housecleaning, hotels, and car repair.
Step-by-step explanation:
The business on the list that is not a service-based business is a department store. Service-based businesses provide intangible products, such as work or expertise, rather than physical goods. Housecleaning, hotels, and car repair are all service-oriented as they provide cleaning services, lodging, and vehicle maintenance respectively. On the other hand, a department store sells physical goods such as apparel (men's shirts and sweaters, women's dresses, jewelry), which makes it a product-based business rather than a service-based one.