{"doi":"10.1093/jamiaopen/ooad105","title":"Development of an interactive dashboard for gun violence pattern analysis and intervention design at the local level","abstract":"Introduction: Gun violence remains a concerning and persistent issue in our country. Novel dashboards may integrate and summarize important clinical and non-clinical data that can inform targeted interventions to address the underlying causes of gun violence. Methods: Data from various clinical and non-clinical sources were sourced, cleaned, and integrated into a customizable dashboard that summarizes and provides insight into the underlying factors that impact local gun violence episodes. Results: The dashboards contained data from 7786 encounters and 1152 distinct patients from our Emergency Department's Trauma Registry with various patterns noted by the team. A multidisciplinary executive team, including subject matter experts in community-based interventions, epidemiology, and social sciences, was formed to design targeted interventions based on these observations. Conclusion: Targeted interventions to reduce gun violence require a multimodal data sourcing and standardization approach, the inclusion of neighborhood-level data, and a dedicated multidisciplinary team to act on the generated insights.","journal":"JAMIA Open","year":2023,"id":384070,"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":2,"citer_count":0,"citers_with_citation_signal":0,"citers_with_endowment":0,"datacite_reuse_total":0,"is_dataset":false,"is_dataset_confidence":0.9393,"is_data_producer":false,"deposit_databanks":null,"is_oa":true,"file_count":0,"downloads":0,"has_version_chain":false,"published_date":"2023-01-01","fair_score":null,"fair_percentile":null,"algorithm_id":"datarank_citation_only_1hop_v6","ranking_scope":"data_only","authors":[{"id":1151733,"name":"Lisa C. Pickett","orcid":null,"position":1,"is_corresponding":false},{"id":1108492,"name":"Andy Stirling","orcid":"0000-0002-0650-431X","position":2,"is_corresponding":false},{"id":1151734,"name":"Shwetha Dash","orcid":null,"position":3,"is_corresponding":false},{"id":1151735,"name":"Patti Gorgone","orcid":null,"position":4,"is_corresponding":false},{"id":1151736,"name":"Georgina Durst","orcid":null,"position":5,"is_corresponding":false},{"id":1151355,"name":"Debra Jones","orcid":"0000-0003-1479-3622","position":6,"is_corresponding":false},{"id":1151737,"name":"Richard P. Shannon","orcid":null,"position":7,"is_corresponding":false},{"id":280855,"name":"Nrupen A. Bhavsar","orcid":"0000-0002-9937-5560","position":8,"is_corresponding":false},{"id":750968,"name":"Armando Bedoya","orcid":"0000-0001-6496-7024","position":9,"is_corresponding":false},{"id":1021676,"name":"Rashaud Senior","orcid":"0009-0001-7450-0484","position":0,"is_corresponding":true}],"reference_count":18,"raw_metadata":null,"created_at":"2026-07-19T01:17:33.041385Z","pmid":"38088956","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":[]}