{"doi":"10.31234/osf.io/w2dpk","title":"Cognitive Training for Mental Health Problems","abstract":"The persistent gap between need and access for evidence-based mental healthcare has spurred considerable interest in the development of disseminable, efficacious, and cost-effective stand-alone approaches and adjunctive interventions. Computerized cognitive trainings, which originated in the experimental psychopathology literature, have gained considerable attention as a possible approach for addressing this need-to-access gap. In this Perspective, we describe the current state of the literature on computerized cognitive training interventions for psychopathology. Drawing on longstanding principles from learning theory and cognitive psychology, we discuss several reasons why many of these interventions (e.g., cognitive bias modification) have not yet achieved their considerable potential as cost-effective, scalable, and effective digital therapeutics. We also consider distinguishing features that may help to explain why some computerized cognitive training programs (e.g., cognitive remediation) tend to show more robust effects than others. Finally, we leverage insights across basic and applied branches of psychology to offer concrete recommendations for building more robustly effective digital interventions moving forward.","journal":"PsyArXiv (OSF Preprints)","year":2023,"id":402255,"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":0.9548,"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":834116,"name":"Kean J. Hsu","orcid":"0000-0001-6192-4045","position":1,"is_corresponding":false},{"id":250868,"name":"Jessica L. Schleider","orcid":"0000-0003-2426-1953","position":2,"is_corresponding":false},{"id":858785,"name":"Lauren S. Hallion","orcid":"0000-0002-0431-7641","position":0,"is_corresponding":true}],"reference_count":66,"raw_metadata":null,"created_at":"2026-07-19T01:20:23.920156Z","pmid":null,"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":[]}