What are the ethical considerations for using transactional aggregate data in research? How can aggregate data be used to evaluate the effectiveness of interventions?

Using trends, characteristics, habits and spending insights; we're able to aggregate all transactional information to create a more in-depth understanding of ... See www.irs.gov for more information. Plans covered by the PBGC have special additional requirements, including premiums and reporting certain transactions ... The Geographic Information System (GIS) division, works with data that has a location component. GIS is a tool used to aggregate land records data, allowing ... Aggregate records are used to protect the identities and Personally-Identifiable Information ... transactions in FPDS to solicitation information ... Nov 26, 2019 ... In consequence, a keyword incorporates three search intentions to varying degrees. Its aggregated search intention can thus be broken down to ... Get important information on energy services, ancillary services, market prices, retail transaction data, load profiles, metering, settlements, aggregated ... We will use this information as aggregate data to help us maintain and ... information or making transactions by any other means. The Service includes ... Summary reports lose their connection to supporting details. XBRL is mostly used to allow the unambiguous transfer of aggregate performance information, from ... Mar 31, 2025 ... ... transaction information to third parties for marketing or advertising. ... Anonymous and aggregate information that cannot be tied to you may ... (a) The examples included in this part are provided for informational ... Aggregated data or anonymized data is identifiable data if any party to the transaction ...