The purpose of this study is to review the literature on the use of sensor-based technology in the collection of healthcare data from health consumers and/or patients. A literature search was conducted in November 2015 through the PubMed database. A total of 4,800 articles were retrieved using the terms “sensors-based systems in healthcare” and “sensor monitoring in healthcare”. After scanning the articles, and applying the inclusion and exclusion criteria, 10 articles were found relevant and included in the review. This study highlights the benefits and challenges when using sensor-based systems in the collection of health consumer and/or patient information. Some of the benefits in the collection of data are remote monitoring features and the real-time data collection features. Some of the challenges are privacy, security, and sensitivity to technology issues. Future work should evaluate the quality of the research evidence on sensor-based technologies and how such information impacts quality of care.