{"doi":"10.1145/3582431","title":"Transitioning Cognitive Aids into Decision Support Platforms: Requirements and Design Guidelines","abstract":"Digital cognitive aids have the potential to serve as clinical decision support platforms, triggering alerts about process delays and recommending interventions. In this mixed-methods study, we examined how a digital checklist for pediatric trauma resuscitation could trigger decision support alerts and recommendations. We identified two criteria that cognitive aids must satisfy to support these alerts: (1) context information must be entered in a timely, accurate, and standardized manner, and (2) task status must be accurately documented. Using co-design sessions and near-live simulations, we created two checklist features to satisfy these criteria: a form for entering the pre-hospital information and a progress slider for documenting the progression of a multi-step task. We evaluated these two features in the wild, contributing guidelines for designing these features on cognitive aids to support alerts and recommendations in time- and safety-critical scenarios.","journal":"ACM Transactions on Computer-Human Interaction","year":2023,"id":345598,"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":12,"citer_count":0,"citers_with_citation_signal":0,"citers_with_endowment":0,"datacite_reuse_total":0,"is_dataset":false,"is_dataset_confidence":0.9538,"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":390416,"name":"Aleksandra Sarcevic","orcid":"0000-0003-2126-8527","position":1,"is_corresponding":false},{"id":1085578,"name":"Allison Hu","orcid":"0000-0002-6058-1500","position":2,"is_corresponding":false},{"id":1085579,"name":"Lynn Almengor","orcid":"0000-0002-0145-5723","position":3,"is_corresponding":false},{"id":740777,"name":"Peyton E. Tempel","orcid":"0000-0003-3625-3969","position":4,"is_corresponding":false},{"id":890386,"name":"Sarah Gao","orcid":"0000-0002-1157-3942","position":5,"is_corresponding":false},{"id":390418,"name":"Randall S. Burd","orcid":"0000-0003-4465-9117","position":6,"is_corresponding":false},{"id":560386,"name":"Angela Mastrianni","orcid":"0000-0001-8179-0101","position":0,"is_corresponding":true}],"reference_count":107,"raw_metadata":null,"created_at":"2026-07-19T01:11:44.152490Z","pmid":"37694216","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":[]}