Researchers should consider factors such as domains and features observed, time required for data collection/data entry, sampling (e.g., all street segments versus a subset), how to manage/aggregate data, instrument reliability (both overall reliability and where available, reliability of specific domains such as land use and the social environment), and ability to compare results with other studi