{"doi":"10.1016/j.xpro.2025.104077","title":"Protocol for measuring context-dependent cost-benefit decision-making in humans using a web application","abstract":"We present a protocol for measuring naturalistic and normalized decision-making in humans across four contexts (approach-avoid, moral, social, and probabilistic) using a web application. We describe steps for session setup, eye tracker calibration, and heart rate monitoring. In each session, a participant encounters a story, rates rewards and costs relevant within that context, and then evaluates various cost-reward pairings in context. For complete details on the use and execution of this protocol, please refer to Rakocevic et al. 1 • Procedures for deploying a context-dependent decision-making web application • Steps for extension to new scenarios and types of decision-making • Instructions for tracking eye movement and heart rate for each choice • Database setup instructions for automatic uploading of participant responses Publisher’s note: Undertaking any experimental protocol requires adherence to local institutional guidelines for laboratory safety and ethics. We present a protocol for measuring naturalistic and normalized decision-making in humans across four contexts (approach-avoid, moral, social, and probabilistic) using a web application. We describe steps for session setup, eye tracker calibration, and heart rate monitoring. In each session, a participant encounters a story, rates rewards and costs relevant within that context, and then evaluates various cost-reward pairings in context.","journal":"STAR Protocols","year":2025,"id":574841,"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":0,"citer_count":0,"citers_with_citation_signal":0,"citers_with_endowment":0,"datacite_reuse_total":0,"is_dataset":false,"is_dataset_confidence":0.9463,"is_data_producer":false,"deposit_databanks":null,"is_oa":true,"file_count":0,"downloads":0,"has_version_chain":false,"published_date":"2025-01-01","fair_score":null,"fair_percentile":null,"algorithm_id":"datarank_citation_only_1hop_v6","ranking_scope":"data_only","authors":[{"id":1482866,"name":"Raquel Ibáñez Alcalá","orcid":null,"position":1,"is_corresponding":false},{"id":442116,"name":"Ki A. Goosens","orcid":"0000-0002-5246-2261","position":2,"is_corresponding":false},{"id":400774,"name":"Alexander Friedman","orcid":null,"position":3,"is_corresponding":false},{"id":984874,"name":"Lara I. Rakocevic","orcid":null,"position":0,"is_corresponding":true}],"reference_count":9,"raw_metadata":null,"created_at":"2026-07-19T02:57:44.572630Z","pmid":"40946307","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":[]}