{"id":"https://openalex.org/W2109950763","doi":"https://doi.org/10.1097/nxn.0b013e318296298f","title":"Evaluation of Health Alerts From an Early Illness Warning System in Independent Living","display_name":"Evaluation of Health Alerts From an Early Illness Warning System in Independent Living","publication_year":2013,"publication_date":"2013-06-01","ids":{"openalex":"https://openalex.org/W2109950763","doi":"https://doi.org/10.1097/nxn.0b013e318296298f","mag":"2109950763","pmid":"https://pubmed.ncbi.nlm.nih.gov/23774449","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/3731209"},"language":"en","primary_location":{"id":"doi:10.1097/nxn.0b013e318296298f","doi":"https://doi.org/10.1097/nxn.0b013e318296298f","is_oa":false,"landing_page_url":"https://doi.org/10.1097/nxn.0b013e318296298f","pdf_url":null,"source":{"id":"https://openalex.org/S92758036","display_name":"CIN Computers Informatics Nursing","issn_l":"1538-2931","issn":["1538-2931","1538-9774"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","doyens","jufo-2","ki-jl-1","medline","norway-1","poland-40","russia-white-list-1"],"host_organization":"https://openalex.org/P4310315671","host_organization_name":"Lippincott Williams & Wilkins","host_organization_lineage":["https://openalex.org/P4310315671","https://openalex.org/P4310318547"],"host_organization_lineage_names":["Lippincott Williams & Wilkins","Wolters Kluwer"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"CIN: Computers, Informatics, Nursing","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://europepmc.org/articles/PMC3731209","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032341417","display_name":"Marilyn Rantz","orcid":"https://orcid.org/0000-0002-7244-5717","observed_orcids":["https://orcid.org/0000-0002-7244-5717"]},"institutions":[{"id":"https://openalex.org/I4210110704","display_name":"National Institute of Nursing Research","ror":"https://ror.org/01y3zfr79","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I4210110704"]},{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"MARILYN J. RANTZ","raw_affiliation_strings":["Sinclair School of Nursing, University of Missouri, Columbia, MO 65211, USA. rantzm@missouri.edu","Author Affiliations: Sinclair School of Nursing (Drs Rantz, Scott, Phillips, and Alexander and Mr Miller)","Curtis W. and Ann H. Long Department of Family and Community Medicine (Drs Koopman and Rantz)","Department of Electrical and Computer Engineering (Dr Skubic)","Technology to Automatically Detect Early Signs of Illness in Senior Housing). The results and conclusions are the responsibility of the researchers and are not the opinion of NINR. The authors gratefully acknowledge the residents and staff of TigerPlace who graciously participated in their technology development research and the students and faculty of the Center for Eldercare Rehabilitation Technology Research Team at the University of Missouri","The authors have disclosed that they have no significant relationship with, or financial interest in, any commercial companies pertaining to this article","This article is based on the results of National Institute of Nursing Research (NINR)\u2013funded research, 1R21NR011197-02 (Dr Rantz, principal investigator, 2009\u20132012","TigerPlace, Sinclair School of Nursing (Mss Musterman and Back), University of Missouri, Columbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sinclair School of Nursing, University of Missouri, Columbia, MO 65211, USA. rantzm@missouri.edu","institution_ids":["https://openalex.org/I76835614"]},{"raw_affiliation_string":"Author Affiliations: Sinclair School of Nursing (Drs Rantz, Scott, Phillips, and Alexander and Mr Miller)","institution_ids":[]},{"raw_affiliation_string":"Curtis W. and Ann H. Long Department of Family and Community Medicine (Drs Koopman and Rantz)","institution_ids":[]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering (Dr Skubic)","institution_ids":[]},{"raw_affiliation_string":"Technology to Automatically Detect Early Signs of Illness in Senior Housing). The results and conclusions are the responsibility of the researchers and are not the opinion of NINR. The authors gratefully acknowledge the residents and staff of TigerPlace who graciously participated in their technology development research and the students and faculty of the Center for Eldercare Rehabilitation Technology Research Team at the University of Missouri","institution_ids":["https://openalex.org/I76835614"]},{"raw_affiliation_string":"The authors have disclosed that they have no significant relationship with, or financial interest in, any commercial companies pertaining to this article","institution_ids":[]},{"raw_affiliation_string":"This article is based on the results of National Institute of Nursing Research (NINR)\u2013funded research, 1R21NR011197-02 (Dr Rantz, principal investigator, 2009\u20132012","institution_ids":["https://openalex.org/I4210110704"]},{"raw_affiliation_string":"TigerPlace, Sinclair School of Nursing (Mss Musterman and Back), University of Missouri, Columbia","institution_ids":["https://openalex.org/I76835614"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011467350","display_name":"Susan D. Scott","orcid":"https://orcid.org/0000-0002-7558-4798","observed_orcids":["https://orcid.org/0000-0002-7558-4798"]},"institutions":[{"id":"https://openalex.org/I4210110704","display_name":"National Institute of Nursing Research","ror":"https://ror.org/01y3zfr79","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I4210110704"]},{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"SUSAN D. SCOTT","raw_affiliation_strings":["Author Affiliations: Sinclair School of Nursing (Drs Rantz, Scott, Phillips, and Alexander and Mr Miller)","Department of Electrical and Computer Engineering (Dr Skubic)","TigerPlace, Sinclair School of Nursing (Mss Musterman and Back), University of Missouri, Columbia","Curtis W. and Ann H. Long Department of Family and Community Medicine (Drs Koopman and Rantz)","Technology to Automatically Detect Early Signs of Illness in Senior Housing). The results and conclusions are the responsibility of the researchers and are not the opinion of NINR. The authors gratefully acknowledge the residents and staff of TigerPlace who graciously participated in their technology development research and the students and faculty of the Center for Eldercare Rehabilitation Technology Research Team at the University of Missouri","The authors have disclosed that they have no significant relationship with, or financial interest in, any commercial companies pertaining to this article","This article is based on the results of National Institute of Nursing Research (NINR)\u2013funded research, 1R21NR011197-02 (Dr Rantz, principal investigator, 2009\u20132012"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Author Affiliations: Sinclair School of Nursing (Drs Rantz, Scott, Phillips, and Alexander and Mr Miller)","institution_ids":[]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering (Dr Skubic)","institution_ids":[]},{"raw_affiliation_string":"TigerPlace, Sinclair School of Nursing (Mss Musterman and Back), University of Missouri, Columbia","institution_ids":["https://openalex.org/I76835614"]},{"raw_affiliation_string":"Curtis W. and Ann H. Long Department of Family and Community Medicine (Drs Koopman and Rantz)","institution_ids":[]},{"raw_affiliation_string":"Technology to Automatically Detect Early Signs of Illness in Senior Housing). The results and conclusions are the responsibility of the researchers and are not the opinion of NINR. The authors gratefully acknowledge the residents and staff of TigerPlace who graciously participated in their technology development research and the students and faculty of the Center for Eldercare Rehabilitation Technology Research Team at the University of Missouri","institution_ids":["https://openalex.org/I76835614"]},{"raw_affiliation_string":"The authors have disclosed that they have no significant relationship with, or financial interest in, any commercial companies pertaining to this article","institution_ids":[]},{"raw_affiliation_string":"This article is based on the results of National Institute of Nursing Research (NINR)\u2013funded research, 1R21NR011197-02 (Dr Rantz, principal investigator, 2009\u20132012","institution_ids":["https://openalex.org/I4210110704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071635127","display_name":"Steven J. Miller","orcid":"https://orcid.org/0000-0002-7219-900X","observed_orcids":["https://orcid.org/0000-0002-7219-900X"]},"institutions":[{"id":"https://openalex.org/I4210110704","display_name":"National Institute of Nursing Research","ror":"https://ror.org/01y3zfr79","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I4210110704"]},{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"STEVEN J. MILLER","raw_affiliation_strings":["Author Affiliations: Sinclair School of Nursing (Drs Rantz, Scott, Phillips, and Alexander and Mr Miller)","Department of Electrical and Computer Engineering (Dr Skubic)","TigerPlace, Sinclair School of Nursing (Mss Musterman and Back), University of Missouri, Columbia","Curtis W. and Ann H. Long Department of Family and Community Medicine (Drs Koopman and Rantz)","Technology to Automatically Detect Early Signs of Illness in Senior Housing). The results and conclusions are the responsibility of the researchers and are not the opinion of NINR. The authors gratefully acknowledge the residents and staff of TigerPlace who graciously participated in their technology development research and the students and faculty of the Center for Eldercare Rehabilitation Technology Research Team at the University of Missouri","The authors have disclosed that they have no significant relationship with, or financial interest in, any commercial companies pertaining to this article","This article is based on the results of National Institute of Nursing Research (NINR)\u2013funded research, 1R21NR011197-02 (Dr Rantz, principal investigator, 2009\u20132012"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Author Affiliations: Sinclair School of Nursing (Drs Rantz, Scott, Phillips, and Alexander and Mr Miller)","institution_ids":[]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering (Dr Skubic)","institution_ids":[]},{"raw_affiliation_string":"TigerPlace, Sinclair School of Nursing (Mss Musterman and Back), University of Missouri, Columbia","institution_ids":["https://openalex.org/I76835614"]},{"raw_affiliation_string":"Curtis W. and Ann H. Long Department of Family and Community Medicine (Drs Koopman and Rantz)","institution_ids":[]},{"raw_affiliation_string":"Technology to Automatically Detect Early Signs of Illness in Senior Housing). The results and conclusions are the responsibility of the researchers and are not the opinion of NINR. The authors gratefully acknowledge the residents and staff of TigerPlace who graciously participated in their technology development research and the students and faculty of the Center for Eldercare Rehabilitation Technology Research Team at the University of Missouri","institution_ids":["https://openalex.org/I76835614"]},{"raw_affiliation_string":"The authors have disclosed that they have no significant relationship with, or financial interest in, any commercial companies pertaining to this article","institution_ids":[]},{"raw_affiliation_string":"This article is based on the results of National Institute of Nursing Research (NINR)\u2013funded research, 1R21NR011197-02 (Dr Rantz, principal investigator, 2009\u20132012","institution_ids":["https://openalex.org/I4210110704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013470616","display_name":"Marjorie Skubic","orcid":"https://orcid.org/0000-0002-3801-7639","observed_orcids":["https://orcid.org/0000-0002-3801-7639"]},"institutions":[{"id":"https://openalex.org/I4210110704","display_name":"National Institute of Nursing Research","ror":"https://ror.org/01y3zfr79","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I4210110704"]},{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"MARJORIE SKUBIC","raw_affiliation_strings":["Author Affiliations: Sinclair School of Nursing (Drs Rantz, Scott, Phillips, and Alexander and Mr Miller)","Department of Electrical and Computer Engineering (Dr Skubic)","TigerPlace, Sinclair School of Nursing (Mss Musterman and Back), University of Missouri, Columbia","Curtis W. and Ann H. Long Department of Family and Community Medicine (Drs Koopman and Rantz)","Technology to Automatically Detect Early Signs of Illness in Senior Housing). The results and conclusions are the responsibility of the researchers and are not the opinion of NINR. The authors gratefully acknowledge the residents and staff of TigerPlace who graciously participated in their technology development research and the students and faculty of the Center for Eldercare Rehabilitation Technology Research Team at the University of Missouri","The authors have disclosed that they have no significant relationship with, or financial interest in, any commercial companies pertaining to this article","This article is based on the results of National Institute of Nursing Research (NINR)\u2013funded research, 1R21NR011197-02 (Dr Rantz, principal investigator, 2009\u20132012"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Author Affiliations: Sinclair School of Nursing (Drs Rantz, Scott, Phillips, and Alexander and Mr Miller)","institution_ids":[]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering (Dr Skubic)","institution_ids":[]},{"raw_affiliation_string":"TigerPlace, Sinclair School of Nursing (Mss Musterman and Back), University of Missouri, Columbia","institution_ids":["https://openalex.org/I76835614"]},{"raw_affiliation_string":"Curtis W. and Ann H. Long Department of Family and Community Medicine (Drs Koopman and Rantz)","institution_ids":[]},{"raw_affiliation_string":"Technology to Automatically Detect Early Signs of Illness in Senior Housing). The results and conclusions are the responsibility of the researchers and are not the opinion of NINR. The authors gratefully acknowledge the residents and staff of TigerPlace who graciously participated in their technology development research and the students and faculty of the Center for Eldercare Rehabilitation Technology Research Team at the University of Missouri","institution_ids":["https://openalex.org/I76835614"]},{"raw_affiliation_string":"The authors have disclosed that they have no significant relationship with, or financial interest in, any commercial companies pertaining to this article","institution_ids":[]},{"raw_affiliation_string":"This article is based on the results of National Institute of Nursing Research (NINR)\u2013funded research, 1R21NR011197-02 (Dr Rantz, principal investigator, 2009\u20132012","institution_ids":["https://openalex.org/I4210110704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003826830","display_name":"Lorraine J. Phillips","orcid":"https://orcid.org/0000-0001-7154-2745","observed_orcids":["https://orcid.org/0000-0001-7154-2745"]},"institutions":[{"id":"https://openalex.org/I4210110704","display_name":"National Institute of Nursing Research","ror":"https://ror.org/01y3zfr79","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I4210110704"]},{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"LORRAINE PHILLIPS","raw_affiliation_strings":["Author Affiliations: Sinclair School of Nursing (Drs Rantz, Scott, Phillips, and Alexander and Mr Miller)","Department of Electrical and Computer Engineering (Dr Skubic)","TigerPlace, Sinclair School of Nursing (Mss Musterman and Back), University of Missouri, Columbia","Curtis W. and Ann H. Long Department of Family and Community Medicine (Drs Koopman and Rantz)","Technology to Automatically Detect Early Signs of Illness in Senior Housing). The results and conclusions are the responsibility of the researchers and are not the opinion of NINR. The authors gratefully acknowledge the residents and staff of TigerPlace who graciously participated in their technology development research and the students and faculty of the Center for Eldercare Rehabilitation Technology Research Team at the University of Missouri","The authors have disclosed that they have no significant relationship with, or financial interest in, any commercial companies pertaining to this article","This article is based on the results of National Institute of Nursing Research (NINR)\u2013funded research, 1R21NR011197-02 (Dr Rantz, principal investigator, 2009\u20132012"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Author Affiliations: Sinclair School of Nursing (Drs Rantz, Scott, Phillips, and Alexander and Mr Miller)","institution_ids":[]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering (Dr Skubic)","institution_ids":[]},{"raw_affiliation_string":"TigerPlace, Sinclair School of Nursing (Mss Musterman and Back), University of Missouri, Columbia","institution_ids":["https://openalex.org/I76835614"]},{"raw_affiliation_string":"Curtis W. and Ann H. Long Department of Family and Community Medicine (Drs Koopman and Rantz)","institution_ids":[]},{"raw_affiliation_string":"Technology to Automatically Detect Early Signs of Illness in Senior Housing). The results and conclusions are the responsibility of the researchers and are not the opinion of NINR. The authors gratefully acknowledge the residents and staff of TigerPlace who graciously participated in their technology development research and the students and faculty of the Center for Eldercare Rehabilitation Technology Research Team at the University of Missouri","institution_ids":["https://openalex.org/I76835614"]},{"raw_affiliation_string":"The authors have disclosed that they have no significant relationship with, or financial interest in, any commercial companies pertaining to this article","institution_ids":[]},{"raw_affiliation_string":"This article is based on the results of National Institute of Nursing Research (NINR)\u2013funded research, 1R21NR011197-02 (Dr Rantz, principal investigator, 2009\u20132012","institution_ids":["https://openalex.org/I4210110704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017465110","display_name":"Gregory L. Alexander","orcid":"https://orcid.org/0000-0003-4500-8797","observed_orcids":["https://orcid.org/0000-0003-4500-8797"]},"institutions":[{"id":"https://openalex.org/I4210110704","display_name":"National Institute of Nursing Research","ror":"https://ror.org/01y3zfr79","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I4210110704"]},{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"GREG ALEXANDER","raw_affiliation_strings":["Author Affiliations: Sinclair School of Nursing (Drs Rantz, Scott, Phillips, and Alexander and Mr Miller)","Department of Electrical and Computer Engineering (Dr Skubic)","TigerPlace, Sinclair School of Nursing (Mss Musterman and Back), University of Missouri, Columbia","Curtis W. and Ann H. Long Department of Family and Community Medicine (Drs Koopman and Rantz)","Technology to Automatically Detect Early Signs of Illness in Senior Housing). The results and conclusions are the responsibility of the researchers and are not the opinion of NINR. The authors gratefully acknowledge the residents and staff of TigerPlace who graciously participated in their technology development research and the students and faculty of the Center for Eldercare Rehabilitation Technology Research Team at the University of Missouri","The authors have disclosed that they have no significant relationship with, or financial interest in, any commercial companies pertaining to this article","This article is based on the results of National Institute of Nursing Research (NINR)\u2013funded research, 1R21NR011197-02 (Dr Rantz, principal investigator, 2009\u20132012"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Author Affiliations: Sinclair School of Nursing (Drs Rantz, Scott, Phillips, and Alexander and Mr Miller)","institution_ids":[]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering (Dr Skubic)","institution_ids":[]},{"raw_affiliation_string":"TigerPlace, Sinclair School of Nursing (Mss Musterman and Back), University of Missouri, Columbia","institution_ids":["https://openalex.org/I76835614"]},{"raw_affiliation_string":"Curtis W. and Ann H. Long Department of Family and Community Medicine (Drs Koopman and Rantz)","institution_ids":[]},{"raw_affiliation_string":"Technology to Automatically Detect Early Signs of Illness in Senior Housing). The results and conclusions are the responsibility of the researchers and are not the opinion of NINR. The authors gratefully acknowledge the residents and staff of TigerPlace who graciously participated in their technology development research and the students and faculty of the Center for Eldercare Rehabilitation Technology Research Team at the University of Missouri","institution_ids":["https://openalex.org/I76835614"]},{"raw_affiliation_string":"The authors have disclosed that they have no significant relationship with, or financial interest in, any commercial companies pertaining to this article","institution_ids":[]},{"raw_affiliation_string":"This article is based on the results of National Institute of Nursing Research (NINR)\u2013funded research, 1R21NR011197-02 (Dr Rantz, principal investigator, 2009\u20132012","institution_ids":["https://openalex.org/I4210110704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031731351","display_name":"Richelle J. Koopman","orcid":"https://orcid.org/0000-0002-0662-2391","observed_orcids":["https://orcid.org/0000-0002-0662-2391"]},"institutions":[{"id":"https://openalex.org/I4210110704","display_name":"National Institute of Nursing Research","ror":"https://ror.org/01y3zfr79","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I4210110704"]},{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"RICHELLE J. KOOPMAN","raw_affiliation_strings":["Author Affiliations: Sinclair School of Nursing (Drs Rantz, Scott, Phillips, and Alexander and Mr Miller)","Department of Electrical and Computer Engineering (Dr Skubic)","TigerPlace, Sinclair School of Nursing (Mss Musterman and Back), University of Missouri, Columbia","Curtis W. and Ann H. Long Department of Family and Community Medicine (Drs Koopman and Rantz)","Technology to Automatically Detect Early Signs of Illness in Senior Housing). The results and conclusions are the responsibility of the researchers and are not the opinion of NINR. The authors gratefully acknowledge the residents and staff of TigerPlace who graciously participated in their technology development research and the students and faculty of the Center for Eldercare Rehabilitation Technology Research Team at the University of Missouri","The authors have disclosed that they have no significant relationship with, or financial interest in, any commercial companies pertaining to this article","This article is based on the results of National Institute of Nursing Research (NINR)\u2013funded research, 1R21NR011197-02 (Dr Rantz, principal investigator, 2009\u20132012"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Author Affiliations: Sinclair School of Nursing (Drs Rantz, Scott, Phillips, and Alexander and Mr Miller)","institution_ids":[]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering (Dr Skubic)","institution_ids":[]},{"raw_affiliation_string":"TigerPlace, Sinclair School of Nursing (Mss Musterman and Back), University of Missouri, Columbia","institution_ids":["https://openalex.org/I76835614"]},{"raw_affiliation_string":"Curtis W. and Ann H. Long Department of Family and Community Medicine (Drs Koopman and Rantz)","institution_ids":[]},{"raw_affiliation_string":"Technology to Automatically Detect Early Signs of Illness in Senior Housing). The results and conclusions are the responsibility of the researchers and are not the opinion of NINR. The authors gratefully acknowledge the residents and staff of TigerPlace who graciously participated in their technology development research and the students and faculty of the Center for Eldercare Rehabilitation Technology Research Team at the University of Missouri","institution_ids":["https://openalex.org/I76835614"]},{"raw_affiliation_string":"The authors have disclosed that they have no significant relationship with, or financial interest in, any commercial companies pertaining to this article","institution_ids":[]},{"raw_affiliation_string":"This article is based on the results of National Institute of Nursing Research (NINR)\u2013funded research, 1R21NR011197-02 (Dr Rantz, principal investigator, 2009\u20132012","institution_ids":["https://openalex.org/I4210110704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033647745","display_name":"Katy Musterman","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210110704","display_name":"National Institute of Nursing Research","ror":"https://ror.org/01y3zfr79","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I4210110704"]},{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"KATY MUSTERMAN","raw_affiliation_strings":["Author Affiliations: Sinclair School of Nursing (Drs Rantz, Scott, Phillips, and Alexander and Mr Miller)","Department of Electrical and Computer Engineering (Dr Skubic)","TigerPlace, Sinclair School of Nursing (Mss Musterman and Back), University of Missouri, Columbia","Curtis W. and Ann H. Long Department of Family and Community Medicine (Drs Koopman and Rantz)","Technology to Automatically Detect Early Signs of Illness in Senior Housing). The results and conclusions are the responsibility of the researchers and are not the opinion of NINR. The authors gratefully acknowledge the residents and staff of TigerPlace who graciously participated in their technology development research and the students and faculty of the Center for Eldercare Rehabilitation Technology Research Team at the University of Missouri","The authors have disclosed that they have no significant relationship with, or financial interest in, any commercial companies pertaining to this article","This article is based on the results of National Institute of Nursing Research (NINR)\u2013funded research, 1R21NR011197-02 (Dr Rantz, principal investigator, 2009\u20132012"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Author Affiliations: Sinclair School of Nursing (Drs Rantz, Scott, Phillips, and Alexander and Mr Miller)","institution_ids":[]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering (Dr Skubic)","institution_ids":[]},{"raw_affiliation_string":"TigerPlace, Sinclair School of Nursing (Mss Musterman and Back), University of Missouri, Columbia","institution_ids":["https://openalex.org/I76835614"]},{"raw_affiliation_string":"Curtis W. and Ann H. Long Department of Family and Community Medicine (Drs Koopman and Rantz)","institution_ids":[]},{"raw_affiliation_string":"Technology to Automatically Detect Early Signs of Illness in Senior Housing). The results and conclusions are the responsibility of the researchers and are not the opinion of NINR. The authors gratefully acknowledge the residents and staff of TigerPlace who graciously participated in their technology development research and the students and faculty of the Center for Eldercare Rehabilitation Technology Research Team at the University of Missouri","institution_ids":["https://openalex.org/I76835614"]},{"raw_affiliation_string":"The authors have disclosed that they have no significant relationship with, or financial interest in, any commercial companies pertaining to this article","institution_ids":[]},{"raw_affiliation_string":"This article is based on the results of National Institute of Nursing Research (NINR)\u2013funded research, 1R21NR011197-02 (Dr Rantz, principal investigator, 2009\u20132012","institution_ids":["https://openalex.org/I4210110704"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090627778","display_name":"Jessica Back","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210110704","display_name":"National Institute of Nursing Research","ror":"https://ror.org/01y3zfr79","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I4210110704"]},{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"JESSICA BACK","raw_affiliation_strings":["Author Affiliations: Sinclair School of Nursing (Drs Rantz, Scott, Phillips, and Alexander and Mr Miller)","Department of Electrical and Computer Engineering (Dr Skubic)","TigerPlace, Sinclair School of Nursing (Mss Musterman and Back), University of Missouri, Columbia","Curtis W. and Ann H. Long Department of Family and Community Medicine (Drs Koopman and Rantz)","Technology to Automatically Detect Early Signs of Illness in Senior Housing). The results and conclusions are the responsibility of the researchers and are not the opinion of NINR. The authors gratefully acknowledge the residents and staff of TigerPlace who graciously participated in their technology development research and the students and faculty of the Center for Eldercare Rehabilitation Technology Research Team at the University of Missouri","The authors have disclosed that they have no significant relationship with, or financial interest in, any commercial companies pertaining to this article","This article is based on the results of National Institute of Nursing Research (NINR)\u2013funded research, 1R21NR011197-02 (Dr Rantz, principal investigator, 2009\u20132012"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Author Affiliations: Sinclair School of Nursing (Drs Rantz, Scott, Phillips, and Alexander and Mr Miller)","institution_ids":[]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering (Dr Skubic)","institution_ids":[]},{"raw_affiliation_string":"TigerPlace, Sinclair School of Nursing (Mss Musterman and Back), University of Missouri, Columbia","institution_ids":["https://openalex.org/I76835614"]},{"raw_affiliation_string":"Curtis W. and Ann H. Long Department of Family and Community Medicine (Drs Koopman and Rantz)","institution_ids":[]},{"raw_affiliation_string":"Technology to Automatically Detect Early Signs of Illness in Senior Housing). The results and conclusions are the responsibility of the researchers and are not the opinion of NINR. The authors gratefully acknowledge the residents and staff of TigerPlace who graciously participated in their technology development research and the students and faculty of the Center for Eldercare Rehabilitation Technology Research Team at the University of Missouri","institution_ids":["https://openalex.org/I76835614"]},{"raw_affiliation_string":"The authors have disclosed that they have no significant relationship with, or financial interest in, any commercial companies pertaining to this article","institution_ids":[]},{"raw_affiliation_string":"This article is based on the results of National Institute of Nursing Research (NINR)\u2013funded research, 1R21NR011197-02 (Dr Rantz, principal investigator, 2009\u20132012","institution_ids":["https://openalex.org/I4210110704"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.5991,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.94646542,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"31","issue":"6","first_page":"274","last_page":"280"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13248","display_name":"Healthcare Technology and Patient Monitoring","score":0.6586999893188477,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T13248","display_name":"Healthcare Technology and Patient Monitoring","score":0.6586999893188477,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.15189999341964722,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11977","display_name":"Technology Use by Older Adults","score":0.0560000017285347,"subfield":{"id":"https://openalex.org/subfields/3317","display_name":"Demography"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/health-alerts","display_name":"health alerts","score":0.9480000138282776},{"id":"https://openalex.org/keywords/older-adults","display_name":"older adults","score":0.8140000104904175},{"id":"https://openalex.org/keywords/independent-living","display_name":"independent living","score":0.8569999933242798},{"id":"https://openalex.org/keywords/home-monitoring","display_name":"home monitoring","score":0.7360000014305115},{"id":"https://openalex.org/keywords/clinician-response","display_name":"clinician response","score":0.4869999885559082},{"id":"https://openalex.org/keywords/clinical-relevance","display_name":"clinical relevance","score":0.7129999995231628},{"id":"https://openalex.org/keywords/clinical-decision-making","display_name":"clinical decision-making","score":0.8059999942779541},{"id":"https://openalex.org/keywords/functional-decline","display_name":"functional decline","score":0.38199999928474426}],"concepts":[{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.7156479954719543},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6783431768417358},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.5934051871299744},{"id":"https://openalex.org/C2777671062","wikidata":"https://www.wikidata.org/wiki/Q6889402","display_name":"Early warning score","level":2,"score":0.5840274691581726},{"id":"https://openalex.org/C63363279","wikidata":"https://www.wikidata.org/wiki/Q5133848","display_name":"Clinical significance","level":2,"score":0.48575359582901},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.47482237219810486},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.47185254096984863},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.42766958475112915},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.4274095594882965},{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.4217792749404907},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1916944682598114},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.16865471005439758},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.1463233232498169},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006304","descriptor_name":"Health Status","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D040561","descriptor_name":"Assisted Living Facilities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D042241","descriptor_name":"Early Diagnosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.1097/nxn.0b013e318296298f","doi":"https://doi.org/10.1097/nxn.0b013e318296298f","is_oa":false,"landing_page_url":"https://doi.org/10.1097/nxn.0b013e318296298f","pdf_url":null,"source":{"id":"https://openalex.org/S92758036","display_name":"CIN Computers Informatics Nursing","issn_l":"1538-2931","issn":["1538-2931","1538-9774"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","doyens","jufo-2","ki-jl-1","medline","norway-1","poland-40","russia-white-list-1"],"host_organization":"https://openalex.org/P4310315671","host_organization_name":"Lippincott Williams & Wilkins","host_organization_lineage":["https://openalex.org/P4310315671","https://openalex.org/P4310318547"],"host_organization_lineage_names":["Lippincott Williams & Wilkins","Wolters Kluwer"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"CIN: Computers, Informatics, Nursing","raw_type":"journal-article"},{"id":"pmid:23774449","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/23774449","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers, informatics, nursing : CIN","raw_type":"Journal Article"},{"id":"pmh:oai:europepmc.org:3015286","doi":null,"is_oa":true,"landing_page_url":"http://europepmc.org/articles/PMC3731209","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:3731209","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3731209","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Comput Inform Nurs","raw_type":"Text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.652.9159","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.652.9159","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.eldertech.missouri.edu/files/Papers/Rantz/Evaluation_of_Health_Alerts_From_an_Early_Illness.6.pdf","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:europepmc.org:3015286","doi":null,"is_oa":true,"landing_page_url":"http://europepmc.org/articles/PMC3731209","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.9922999739646912,"id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G3867364341","display_name":"Technology to Automatically Detect Early Signs of Illness in Senior Housing","funder_award_id":"R21NR011197","funder_id":"https://openalex.org/F4320337353","funder_display_name":"National Institute of Nursing Research"}],"funders":[{"id":"https://openalex.org/F4320337353","display_name":"National Institute of Nursing Research","ror":"https://ror.org/01y3zfr79"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1581061413","https://openalex.org/W1908612907","https://openalex.org/W1992835081","https://openalex.org/W1995283959","https://openalex.org/W1997028467","https://openalex.org/W2008698454","https://openalex.org/W2038189222","https://openalex.org/W2055330816","https://openalex.org/W2067404301","https://openalex.org/W2134609079","https://openalex.org/W2146208058","https://openalex.org/W2153222072","https://openalex.org/W2314778970","https://openalex.org/W2316064023","https://openalex.org/W2327436950"],"related_works":["https://openalex.org/W1997028467","https://openalex.org/W7097290639","https://openalex.org/W569414184","https://openalex.org/W2578594554","https://openalex.org/W166743291","https://openalex.org/W2248647196","https://openalex.org/W4407839378","https://openalex.org/W4377094727","https://openalex.org/W2295349874","https://openalex.org/W2610070167"],"abstract_inverted_index":{"Passive":[0],"sensor":[1],"networks":[2],"were":[3,120,151],"deployed":[4],"in":[5,13,36,63,156,190,223,233,248],"independent":[6],"living":[7],"apartments":[8],"to":[9,17,49,53,57,71,79,107,116,138,158,192,231,239,257,269],"monitor":[10],"older":[11,72],"adults":[12],"their":[14,64],"home":[15],"environments":[16],"detect":[18],"signs":[19],"of":[20,67,88,98,105,111,131,148,183,200,208,220],"impending":[21],"illness":[22],"and":[23,30,264],"alert":[24,101,123],"clinicians":[25,58,155,189,213,245],"so":[26],"they":[27,60,91,261],"can":[28],"intervene":[29],"prevent":[31],"or":[32,38],"delay":[33],"significant":[34],"changes":[35],"health":[37,51,100,118,136,267],"functional":[39],"status.":[40],"A":[41],"retrospective":[42],"qualitative":[43,210],"deductive":[44],"content":[45,207],"analysis":[46],"was":[47],"undertaken":[48],"refine":[50],"alerts":[52,62,119,137,167,222,243,268],"improve":[54],"clinical":[55,95,140,198,271],"relevance":[56,199],"as":[59,85,203,228,260],"use":[61],"normal":[65],"workflow":[66],"routine":[68],"care":[69],"delivery":[70],"adults.":[73],"Clinicians":[74],"completed":[75],"written":[76,114],"free-text":[77],"boxes":[78],"describe":[80],"actions":[81],"taken":[82],"(or":[83],"not)":[84],"a":[86,103,132,146,181],"result":[87],"each":[89,99,215],"alert;":[90],"also":[92],"rated":[93,173],"the":[94,112,117,143,174,201,206,209,221,224,234],"significance":[96],"(relevance)":[97],"on":[102,129],"scale":[104],"1":[106],"5.":[108],"Two":[109],"samples":[110],"clinician's":[113],"responses":[115],"analyzed":[121],"after":[122],"algorithms":[124],"had":[125,180],"been":[126],"adjusted":[127],"based":[128],"results":[130],"pilot":[133],"study":[134],"using":[135],"enhance":[139,270],"decision-making.":[141],"In":[142],"first":[144,225],"sample,":[145],"total":[147,182],"663":[149],"comments":[150,165,185,211],"generated":[152],"by":[153,187,205,212],"seven":[154],"response":[157,191],"385":[159],"unique":[160],"alerts;":[161],"there":[162],"are":[163,255],"more":[164,169],"than":[166,170],"because":[168],"one":[171],"clinician":[172],"same":[175],"alert.":[176],"The":[177,196,236,251],"second":[178],"sample":[179,226],"142":[184],"produced":[186],"three":[188],"88":[193],"distinct":[194],"alerts.":[195],"overall":[197],"alerts,":[202],"judged":[204],"for":[214],"alert,":[216],"improved":[217],"from":[218],"33.3%":[219],"classified":[227],"clinically":[229,241],"relevant":[230,242],"43.2%":[232],"second.":[235],"goal":[237],"is":[238],"produce":[240],"that":[244],"find":[246],"useful":[247],"daily":[249],"practice.":[250],"evaluation":[252],"methods":[253],"used":[254],"described":[256],"assist":[258],"others":[259],"consider":[262],"building":[263],"iteratively":[265],"refining":[266],"decision":[272],"making.":[273]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":8},{"year":2014,"cited_by_count":3}],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2016-06-24T00:00:00"}
