Identifying tobacco retail outlets for U.S. FDA compliance checks or calculating tobacco outlet density is difficult in the 13 States without tobacco retail licensing or where licensing lists are unavailable for research. This study uses primary data collection to identify tobacco outlets in three counties in a non-licensing state and validate two commercial secondary data sources. We calculated sensitivity and positive predictive values (PPV) to examine the evidence of validity for two secondary data sources, and conducted a geospatial analysis to determine correct allocation to census tract. ReferenceUSA had almost perfect sensitivity (0.82) while Dun & Bradstreet (D&B) had substantial sensitivity (0.69) for identifying tobacco outlets; combined, sensitivity improved to 0.89. D&B identified fewer "false positives" with a PPV of 0.82 compared to 0.71 for ReferenceUSA. More than 90% of the outlets identified by ReferenceUSA were geocoded to the correct census tract. Combining two commercial data sources resulted in enumeration of nearly 90% of tobacco outlets in a three county area. Commercial databases appear to provide a reasonably accurate way to identify tobacco outlets for enforcement operations and density estimation.
|Number of pages||7|
|Journal||Health and Place|
|State||Published - Jul 2014|
Bibliographical noteFunding Information:
Funding for this study was provided by the University Cancer Research Fund to UNC Lineberger Comprehensive Cancer Center at UNC Chapel Hill. Funding was also provided by a grant from the National Cancer Institute to Dr. Ribisl (1U01CA154281). Shyanika Rose received funding from the UNC Lineberger Comprehensive Cancer Center at UNC Chapel Hill (R25 CA57726). The funders had no involvement in the study design, collection, analysis, writing, or interpretation. Lisa Isgett geocoded addresses and created maps used during primary data collection using ArcGIS.
- Commercial secondary data
- Evidence for validity
- Tobacco outlets
ASJC Scopus subject areas
- Health(social science)
- Sociology and Political Science
- Life-span and Life-course Studies