{"doi":"10.1093/jamia/ocae174","title":"Returning value to the community through the <i>All of Us</i> Research Program Data Sandbox model","abstract":"OBJECTIVE: The All of Us Research Program aims to return value to participants by developing research capacity in communities. We describe a novel set of introductory exercises (Data Sandboxes) and specialized trainings to orient researchers to the Researcher Workbench to foster health equity research. MATERIALS AND METHODS: We developed a tailored training to familiarize researchers with the All of Us Research Program: (1) orientation, (2) tailored \"data treasure hunt\" using the Public Data Browser, and (3) overview of the analyses tools and platform. RESULTS: Participants' pre- and post-knowledge of the contents and structure of the All of Us dataset scores increased significantly after training. These trainings effectively engaged researchers in exploring this rich dataset. CONCLUSION: We describe ways of orienting and familiarizing a wide variety of researchers with the All of Us Research Program dataset, sparking their interest, and \"jump-starting\" their research.","journal":"Journal of the American Medical Informatics Association","year":2024,"id":475970,"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":3,"citer_count":0,"citers_with_citation_signal":0,"citers_with_endowment":0,"datacite_reuse_total":0,"is_dataset":false,"is_dataset_confidence":0.9299,"is_data_producer":false,"deposit_databanks":null,"is_oa":true,"file_count":0,"downloads":0,"has_version_chain":false,"published_date":"2024-01-01","fair_score":null,"fair_percentile":null,"algorithm_id":"datarank_citation_only_1hop_v6","ranking_scope":"data_only","authors":[{"id":799167,"name":"Frida E. Kleiman","orcid":"0000-0002-1911-8733","position":1,"is_corresponding":false},{"id":1313631,"name":"Shayaa Muhammad","orcid":null,"position":2,"is_corresponding":false},{"id":284951,"name":"Stephen S. Jones","orcid":"0000-0002-5361-8088","position":3,"is_corresponding":false},{"id":1313632,"name":"Nakisa Pourkey","orcid":null,"position":4,"is_corresponding":false},{"id":420742,"name":"Louise Bier","orcid":"0000-0001-9692-5611","position":5,"is_corresponding":false},{"id":298640,"name":"Elizabeth Cohn","orcid":"0000-0002-2583-4859","position":0,"is_corresponding":true}],"reference_count":6,"raw_metadata":null,"created_at":"2026-07-19T02:06:25.428435Z","pmid":"39078280","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":[]}