{"doi":"10.1111/nyas.15031","title":"Patterns, predictors, and outcomes of situated expectancy‐value profiles in an introductory chemistry course","abstract":"Using latent profile analysis, we identified profiles of expectancy beliefs, perceived values, and perceived costs among 1433 first- and second-year undergraduates in an introductory chemistry course for STEMM majors. We also investigated demographic differences in profile membership and the relation of profiles to chemistry final exam achievement, science/STEMM credits completed, and graduating with a science/STEMM major. Four motivational profiles were identified: Moderately Confident and Costly (profile 1), Mixed Values-Costs/Moderate-High Confidence (profile 2), High Confidence and Values/Moderate-Low Costs (profile 3), and High All (profile 4). Underrepresented students in STEMM were more likely to be in profile 2 relative to profile 3. First-generation college students were more likely to be in profile 4 than profile 3. Finally, students likely to be in profile 3 had higher final exam grades than the other profiles and were more likely to graduate with a science major compared to profile 1. There were no differences in graduating science major between profile 3 and the other two profiles. Thus, profile 3 was most adaptive for both proximal (final exam) and distal (graduating with a science major) outcomes. Results suggest that supporting motivation early in college is important for persistence and ultimately the talent development of undergraduate STEMM students.","journal":"Annals of the New York Academy of Sciences","year":2023,"id":338565,"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":17,"citer_count":0,"citers_with_citation_signal":0,"citers_with_endowment":0,"datacite_reuse_total":0,"is_dataset":false,"is_dataset_confidence":0.9479,"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":667563,"name":"Kristy A. Robinson","orcid":"0000-0003-1949-8091","position":1,"is_corresponding":false},{"id":308386,"name":"Stacy J. Priniski","orcid":"0000-0002-5614-2150","position":2,"is_corresponding":false},{"id":667562,"name":"You‐kyung Lee","orcid":"0000-0001-5032-0983","position":3,"is_corresponding":false},{"id":667560,"name":"Delaram A. Totonchi","orcid":"0000-0003-3807-4913","position":4,"is_corresponding":false},{"id":589845,"name":"Lisa Linnenbrink‐Garcia","orcid":"0000-0003-4857-9229","position":5,"is_corresponding":false},{"id":667561,"name":"Tony Perez","orcid":"0000-0002-2008-2555","position":0,"is_corresponding":true}],"reference_count":38,"raw_metadata":null,"created_at":"2026-07-19T01:10:40.496978Z","pmid":"37402529","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":[]}