{"doi":"10.1037/adb0000898","title":"Change talk subtypes as predictors of alcohol use following brief motivational intervention.","abstract":"OBJECTIVE: To examine the relative importance of client change language subtypes as predictors of alcohol use following motivational interviewing (MI). METHOD: = 28.5 years, 13.4% Hispanic/Latinx, 82.9% White) recruited during an emergency department visit who received MI for alcohol and human immunodeficiency virus/sexual risk in a randomized-controlled trial. MI sessions were coded with the motivational interviewing skill code (MISC) and the generalized behavioral intervention analysis system (GBIAS). Variable importance analyses used targeted maximum likelihood estimation to rank order change language subtypes defined by these systems as predictors of alcohol use over 9 months of follow-up. RESULTS: = -2.45, 95% CI [1.68, 3.21]). CONCLUSIONS: Results challenge the assumption that all ST during MI is a negative prognostic indicator and highlight the importance of the context in which change language emerges. (PsycInfo Database Record (c) 2023 APA, all rights reserved).","journal":"Psychology of Addictive Behaviors","year":2022,"id":287877,"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":0.9619,"is_data_producer":false,"deposit_databanks":null,"is_oa":true,"file_count":0,"downloads":0,"has_version_chain":false,"published_date":"2022-01-01","fair_score":null,"fair_percentile":null,"algorithm_id":"datarank_citation_only_1hop_v6","ranking_scope":"data_only","authors":[{"id":968303,"name":"T. T. Janssen","orcid":"0000-0001-8261-1523","position":1,"is_corresponding":false},{"id":420640,"name":"Susan Gruber","orcid":"0000-0003-0127-0099","position":2,"is_corresponding":false},{"id":377144,"name":"Chanelle J. Howe","orcid":"0000-0001-5379-472X","position":3,"is_corresponding":false},{"id":968796,"name":"M Barton Laws","orcid":null,"position":4,"is_corresponding":false},{"id":968797,"name":"Justin Walthers","orcid":null,"position":5,"is_corresponding":false},{"id":763628,"name":"Molly Magill","orcid":"0000-0001-5041-4664","position":6,"is_corresponding":false},{"id":951992,"name":"Nadine R. Mastroleo","orcid":"0000-0002-7190-8054","position":7,"is_corresponding":false},{"id":746015,"name":"Peter M. Monti","orcid":"0000-0002-9185-4081","position":8,"is_corresponding":false},{"id":791127,"name":"Christopher W. Kahler","orcid":"0000-0002-6248-4149","position":0,"is_corresponding":true}],"reference_count":26,"raw_metadata":null,"created_at":"2026-07-19T00:30:11.069895Z","pmid":"36442021","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":[]}