{"doi":"10.3390/s21248214","title":"Effect of a Recliner Chair with Rocking Motions on Sleep Efficiency","abstract":"<jats:p>In this study, we analyze the effect of a recliner chair with rocking motions on sleep quality of naps using automated sleep scoring and spindle detection models. The quality of sleep corresponding to the two rocking motions was measured quantitatively and qualitatively. For the quantitative evaluation, we conducted a sleep parameter analysis based on the results of the estimated sleep stages obtained on the brainwave and spindle estimation, and a sleep survey assessment from the participants was analyzed for the qualitative evaluation. The analysis showed that sleep in the recliner chair with rocking motions positively increased the duration of the spindles and deep sleep stage, resulting in improved sleep quality.</jats:p>","journal":"Sensors","year":2021,"id":41289,"datarank":0.5746293220490511,"base_score":2.4849066497880004,"endowment":2.4849066497880004,"self_citation_contribution":0.37273599746820013,"citation_network_contribution":0.20189332458085102,"self_endowment_contribution":0.37273599746820013,"citer_contribution":0.20189332458085102,"corpus_percentile":null,"corpus_rank":null,"citation_count":11,"citer_count":11,"citers_with_citation_signal":8,"citers_with_endowment":8,"datacite_reuse_total":0,"is_dataset":false,"is_dataset_confidence":null,"is_data_producer":false,"deposit_databanks":null,"is_oa":false,"file_count":0,"downloads":0,"has_version_chain":false,"published_date":null,"fair_score":null,"fair_percentile":null,"algorithm_id":"datarank_citation_only_1hop_v6","ranking_scope":"data_only","authors":[{"id":199103,"name":"Hyunsoo Yu","orcid":"0000-0003-4750-6941","position":1,"is_corresponding":false},{"id":199104,"name":"Jongryun Roh","orcid":null,"position":2,"is_corresponding":false},{"id":199105,"name":"Jungnyun Lee","orcid":"0000-0003-3236-4426","position":3,"is_corresponding":false},{"id":199106,"name":"Illsoo Sohn","orcid":null,"position":4,"is_corresponding":false},{"id":199107,"name":"Sayup Kim","orcid":null,"position":5,"is_corresponding":false},{"id":199108,"name":"Cheolsoo Park","orcid":"0000-0001-8042-007X","position":6,"is_corresponding":false},{"id":199102,"name":"Suwhan Baek","orcid":"0000-0002-5913-4471","position":0,"is_corresponding":false}],"reference_count":0,"raw_metadata":{"has_enrichment":true,"base_score":2.4849066497880004,"endowment":2.4849066497880004,"datacite_reuse_total":0,"file_count":0,"downloads":0,"views":0,"has_version_chain":false,"is_dataset":false,"is_oa":false,"pmid":"34960304","pmcid":"PMC8706869","openalex_id":"https://openalex.org/W4200400188","authors":[],"funders":[{"funder_name":"Ministry of Trade, Industry and 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and related disorders","Sleep and Wakefulness Research","Sleep and Work-Related Fatigue","Computer Science","Medicine","Engineering","Electroencephalography","Humans","Motion","Sleep","Sleep Quality","Sleep Stages"],"mesh_terms":["Sleep Quality","Electroencephalography","Humans","Motion","Sleep","Sleep Stages"],"keywords":["Sleep (system call)","Sleep quality","Sleep spindle","Sleep Stages","Audiology","Physical medicine and rehabilitation","Quality (philosophy)","Psychology","Computer science","Simulation","Artificial intelligence","Medicine","Eye movement","Electroencephalography","Insomnia","Non-rapid eye movement sleep","Polysomnography","Neuroscience","Physics","Psychiatry","Spindle","Deep Neural Networks","Sleep Staging","Real World Data","Rocking Motion"],"sdg_mappings":[],"linked_datasets":[],"clinical_trials":[],"software_tools":[],"database_accessions":[],"source":"live","citation_network_status":"fetched"},"created_at":"2026-06-12T23:06:58.747933Z","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":[]}