A family history of cancer can indicate a higher risk due to shared genetic factors and lifestyle habits. While having one or more family members with cancer does not guarantee that an individual will develop it, it does increase their risk. Genetic counseling and testing can provide insights into inherited cancer risks and guide preventive measures.