{"doi":"10.1093/jamia/ocaa181","title":"Using cloud-based, open-source technology to evaluate, improve, and rapidly disseminate community-based intervention data","abstract":"Building Uplifted Families (BUF) is a cross-sector community initiative to improve health and economic disparities in Charlotte, North Carolina. A formative evaluation strategy was used to support iterative process improvement and collaborative engagement of cross-sector partners. To address challenges with electronic data collection through REDCap Cloud, we developed the BUF Rapid Dissemination (BUF-RD) model, a multistage data governance system supplemented by open-source technologies, such as: Stage 1) data collection; Stage 2) data integration and analysis; and Stage 3) dissemination. In Stage 3, results were disseminated through an interactive dashboard developed in RStudio using RShiny and Shiny Server solutions. The BUF-RD model was successfully deployed in a 6-month beta test to reduce the time lapse between data collection and dissemination from 3 months to 2 weeks. Having up-to-date preliminary results led to improved BUF implementation, enhanced stakeholder engagement, and greater responsiveness and alignment of program resources to specific participant needs.","journal":"Journal of the American Medical Informatics Association","year":2020,"id":89368,"datarank":0.0,"base_score":0.0,"endowment":0.0,"self_citation_contribution":0.0,"citation_network_contribution":0.0,"self_endowment_contribution":0.0,"citer_contribution":0.0,"corpus_percentile":null,"corpus_rank":null,"citation_count":9,"citer_count":0,"citers_with_citation_signal":0,"citers_with_endowment":0,"datacite_reuse_total":0,"is_dataset":false,"is_dataset_confidence":0.6335,"is_data_producer":false,"deposit_databanks":null,"is_oa":true,"file_count":0,"downloads":0,"has_version_chain":false,"published_date":"2020-01-01","fair_score":null,"fair_percentile":null,"algorithm_id":"datarank_citation_only_1hop_v6","ranking_scope":"data_only","authors":[{"id":452394,"name":"Margaret E. Gigler","orcid":null,"position":1,"is_corresponding":false},{"id":452395,"name":"Leslie A. Snapper","orcid":null,"position":2,"is_corresponding":false},{"id":452396,"name":"Jainmary Jose","orcid":null,"position":3,"is_corresponding":false},{"id":452397,"name":"Jackie Tynan","orcid":null,"position":4,"is_corresponding":false},{"id":451782,"name":"Victoria C. Scott","orcid":"0000-0002-8382-283X","position":5,"is_corresponding":false},{"id":437757,"name":"Michael Dulin","orcid":"0000-0002-2530-9915","position":6,"is_corresponding":false},{"id":437755,"name":"Carlene A. Mayfield","orcid":"0000-0003-1133-6530","position":0,"is_corresponding":true}],"reference_count":31,"raw_metadata":null,"created_at":"2026-07-18T22:01:50.225871Z","pmid":"32940684","pmcid":null,"fwci":null,"citation_percentile":null,"influential_citations":0,"oa_status":null,"license":null,"views":0,"total_file_size_bytes":0,"version_count":0,"fair_f":null,"fair_a":null,"fair_i":null,"fair_r":null,"fair_zscore":null,"fair_rationale":null,"fair_model":null,"fair_agent_version":null,"fair_fulltext_source":null,"fair_has_llm":null,"fair_computed_at":null,"clinical_trials":[],"software_tools":[],"db_accessions":[],"linked_datasets":[],"topics":[]}