{"doi":"10.1525/collabra.23445","title":"Developing a Cross-Cultural Annotation System and MetaCorpus for Studying Infants’ Real World Language Experience","abstract":"Recent issues around reproducibility, best practices, and cultural bias impact naturalistic observational approaches as much as experimental approaches, but there has been less focus on this area. Here, we present a new approach that leverages cross-laboratory collaborative, interdisciplinary efforts to examine important psychological questions. We illustrate this approach with a particular project that examines similarities and differences in children’s early experiences with language. This project develops a comprehensive start-to-finish analysis pipeline by developing a flexible and systematic annotation system, and implementing this system across a sampling from a “metacorpus” of audiorecordings of diverse language communities. This resource is publicly available for use, sensitive to cultural differences, and flexible to address a variety of research questions. It is also uniquely suited for use in the development of tools for automated analysis.","journal":"Collabra Psychology","year":2021,"id":166242,"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":34,"citer_count":0,"citers_with_citation_signal":0,"citers_with_endowment":0,"datacite_reuse_total":0,"is_dataset":false,"is_dataset_confidence":0.9536,"is_data_producer":false,"deposit_databanks":null,"is_oa":true,"file_count":0,"downloads":0,"has_version_chain":false,"published_date":"2021-01-01","fair_score":null,"fair_percentile":null,"algorithm_id":"datarank_citation_only_1hop_v6","ranking_scope":"data_only","authors":[{"id":658139,"name":"Marisa Casillas","orcid":"0000-0001-5417-0505","position":1,"is_corresponding":false},{"id":231346,"name":"Elika Bergelson","orcid":"0000-0003-2742-4797","position":2,"is_corresponding":false},{"id":691072,"name":"Celia Renata Rosemberg","orcid":"0000-0002-5343-5652","position":3,"is_corresponding":false},{"id":691073,"name":"Florencia Alam","orcid":"0000-0002-3893-7873","position":4,"is_corresponding":false},{"id":658140,"name":"Anne S. Warlaumont","orcid":"0000-0001-9450-1372","position":5,"is_corresponding":false},{"id":262557,"name":"John Bunce","orcid":"0000-0002-1654-1384","position":6,"is_corresponding":false},{"id":262554,"name":"Mélanie Söderström","orcid":"0000-0003-3212-5775","position":0,"is_corresponding":true}],"reference_count":0,"raw_metadata":null,"created_at":"2026-07-18T23:45:45.220559Z","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":[]}