RT Journal Article SR Electronic T1 Data Practices for Studying the Impacts of Environmental Amenities and Hazards with Nationwide Property Data JF Land Economics FD University of Wisconsin Press SP 200 OP 221 DO 10.3368/le.100.1.102122-0090R VO 100 IS 1 A1 Nolte, Christoph A1 Boyle, Kevin J. A1 Chaudhry, Anita M. A1 Clapp, Christopher A1 Guignet, Dennis A1 Hennighausen, Hannah A1 Kushner, Ido A1 Liao, Yanjun A1 Mamun, Saleh A1 Pollack, Adam A1 Richardson, Jesse A1 Sundquist, Shelby A1 Swedberg, Kristen A1 Uhl, Johannes H. YR 2024 UL http://le.uwpress.org/content/100/1/200.abstract AB We discuss data quality and modeling issues inherent in the use of nationwide property data to value environmental amenities. By example of Zillow’s Transaction and Assessment Database, a real estate database covering the United States, we identify challenges and propose guidance for (1) identifying arm’s-length sales; (2) geolocating parcels and buildings; (3) identifying temporal links between transaction, assessor, and parcel data; (4) identifying property types, such as single-family homes and vacant lands; and (5) dealing with missing or mismeasured data for standard housing attributes. We review current practice and show that how researchers address these issues can meaningfully influence research findings.