{"id":"https://openalex.org/W2973606462","doi":"https://doi.org/10.1177/1460458219874637","title":"An observational study on the rate of reporting of adverse event on healthcare staff in a mental health setting: An application of Poisson expectation maximisation analysis on nurse staffing data","display_name":"An observational study on the rate of reporting of adverse event on healthcare staff in a mental health setting: An application of Poisson expectation maximisation analysis on nurse staffing data","publication_year":2019,"publication_date":"2019-10-03","ids":{"openalex":"https://openalex.org/W2973606462","doi":"https://doi.org/10.1177/1460458219874637","mag":"2973606462","pmid":"https://pubmed.ncbi.nlm.nih.gov/31581927"},"language":"en","primary_location":{"id":"doi:10.1177/1460458219874637","is_oa":true,"landing_page_url":"https://doi.org/10.1177/1460458219874637","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/1460458219874637","source":{"id":"https://openalex.org/S201800618","display_name":"Health Informatics Journal","issn_l":"1460-4582","issn":["1460-4582","1741-2811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Health Informatics Journal","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://journals.sagepub.com/doi/pdf/10.1177/1460458219874637","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101669932","display_name":"Robert Cook","orcid":"https://orcid.org/0000-0003-3343-8271"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Robert M Cook","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-3343-8271","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002255252","display_name":"Sarahjane Jones","orcid":"https://orcid.org/0000-0003-4729-4029"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Sarahjane Jones","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-4729-4029","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068623810","display_name":"Gemma Williams","orcid":"https://orcid.org/0000-0003-2724-3750"},"institutions":[{"id":"https://openalex.org/I12870472","display_name":"Birmingham City University","ror":"https://ror.org/00t67pt25","country_code":"GB","type":"education","lineage":["https://openalex.org/I12870472"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Gemma C Williams","raw_affiliation_strings":["Birmingham City University, UK"],"raw_orcid":"https://orcid.org/0000-0003-2724-3750","affiliations":[{"raw_affiliation_string":"Birmingham City University, UK","institution_ids":["https://openalex.org/I12870472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040508613","display_name":"Daniel Worsley","orcid":"https://orcid.org/0000-0002-1574-7698"},"institutions":[{"id":"https://openalex.org/I4210130986","display_name":"Mersey Care NHS Trust","ror":"https://ror.org/03vtyzs10","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210130986"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Daniel Worsley","raw_affiliation_strings":["Mersey Care NHS Trust, UK"],"raw_orcid":"https://orcid.org/0000-0002-1574-7698","affiliations":[{"raw_affiliation_string":"Mersey Care NHS Trust, UK","institution_ids":["https://openalex.org/I4210130986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041830819","display_name":"Ray Walker","orcid":null},"institutions":[{"id":"https://openalex.org/I4210095211","display_name":"Health Education England","ror":"https://ror.org/00scx1h10","country_code":"GB","type":"government","lineage":["https://openalex.org/I1311074006","https://openalex.org/I4210095211"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ray Walker","raw_affiliation_strings":["Health Education England, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Health Education England, UK","institution_ids":["https://openalex.org/I4210095211"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058818563","display_name":"Mark Radford","orcid":null},"institutions":[{"id":"https://openalex.org/I2800656170","display_name":"Healthcare Improvement Scotland","ror":"https://ror.org/03vyddc91","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1319760190","https://openalex.org/I2800656170"]},{"id":"https://openalex.org/I4400009038","display_name":"NHS England","ror":"https://ror.org/00xm3h672","country_code":null,"type":"funder","lineage":["https://openalex.org/I4400009038"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mark Radford","raw_affiliation_strings":["NHS England and NHS Improvement, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NHS England and NHS Improvement, UK","institution_ids":["https://openalex.org/I2800656170","https://openalex.org/I4400009038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006231459","display_name":"Alison Leary","orcid":"https://orcid.org/0000-0001-7846-5658"},"institutions":[{"id":"https://openalex.org/I28257850","display_name":"London South Bank University","ror":"https://ror.org/02vwnat91","country_code":"GB","type":"education","lineage":["https://openalex.org/I28257850"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alison Leary","raw_affiliation_strings":["London South Bank University, UK"],"raw_orcid":"https://orcid.org/0000-0001-7846-5658","affiliations":[{"raw_affiliation_string":"London South Bank University, UK","institution_ids":["https://openalex.org/I28257850"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5002255252"],"corresponding_institution_ids":[],"apc_list":{"value":1500,"currency":"USD","value_usd":1500},"apc_paid":{"value":1500,"currency":"USD","value_usd":1500},"fwci":1.2243,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.79731171,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"26","issue":"2","first_page":"1333","last_page":"1346"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13970","display_name":"Pharmacy and Medical Practices","score":0.9663000106811523,"subfield":{"id":"https://openalex.org/subfields/3004","display_name":"Pharmacology"},"field":{"id":"https://openalex.org/fields/30","display_name":"Pharmacology, Toxicology and Pharmaceutics"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T13970","display_name":"Pharmacy and Medical Practices","score":0.9663000106811523,"subfield":{"id":"https://openalex.org/subfields/3004","display_name":"Pharmacology"},"field":{"id":"https://openalex.org/fields/30","display_name":"Pharmacology, Toxicology and Pharmaceutics"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11357","display_name":"Risk and Safety Analysis","score":0.9340999722480774,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10508","display_name":"Patient Safety and Medication Errors","score":0.9210000038146973,"subfield":{"id":"https://openalex.org/subfields/3604","display_name":"Emergency Medical Services"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/staffing","display_name":"Staffing","score":0.798234224319458},{"id":"https://openalex.org/keywords/observational-study","display_name":"Observational study","score":0.7885011434555054},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.5939857959747314},{"id":"https://openalex.org/keywords/mental-health","display_name":"Mental health","score":0.5723376274108887},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.505092442035675},{"id":"https://openalex.org/keywords/poisson-regression","display_name":"Poisson regression","score":0.48219266533851624},{"id":"https://openalex.org/keywords/poisson-distribution","display_name":"Poisson distribution","score":0.45019012689590454},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.4435769021511078},{"id":"https://openalex.org/keywords/mental-healthcare","display_name":"Mental healthcare","score":0.4365918040275574},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4078865349292755},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3712301254272461},{"id":"https://openalex.org/keywords/medical-emergency","display_name":"Medical emergency","score":0.3478163480758667},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.19951266050338745},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.186272531747818},{"id":"https://openalex.org/keywords/environmental-health","display_name":"Environmental health","score":0.10797345638275146},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08501839637756348}],"concepts":[{"id":"https://openalex.org/C2777512617","wikidata":"https://www.wikidata.org/wiki/Q1783605","display_name":"Staffing","level":2,"score":0.798234224319458},{"id":"https://openalex.org/C23131810","wikidata":"https://www.wikidata.org/wiki/Q818574","display_name":"Observational study","level":2,"score":0.7885011434555054},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5939857959747314},{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.5723376274108887},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.505092442035675},{"id":"https://openalex.org/C73269764","wikidata":"https://www.wikidata.org/wiki/Q954529","display_name":"Poisson regression","level":3,"score":0.48219266533851624},{"id":"https://openalex.org/C100906024","wikidata":"https://www.wikidata.org/wiki/Q205692","display_name":"Poisson distribution","level":2,"score":0.45019012689590454},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.4435769021511078},{"id":"https://openalex.org/C2992695702","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental healthcare","level":3,"score":0.4365918040275574},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4078865349292755},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3712301254272461},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.3478163480758667},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.19951266050338745},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.186272531747818},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.10797345638275146},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08501839637756348},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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}],"mesh":[{"descriptor_ui":"D000078329","descriptor_name":"Workforce","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000078329","descriptor_name":"Workforce","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000078329","descriptor_name":"Workforce","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003695","descriptor_name":"Delivery of Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003695","descriptor_name":"Delivery of Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003695","descriptor_name":"Delivery of Health Care","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":"D006801","descriptor_name":"Humans","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":"D008603","descriptor_name":"Mental Health","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008603","descriptor_name":"Mental Health","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008603","descriptor_name":"Mental Health","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009042","descriptor_name":"Motivation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009042","descriptor_name":"Motivation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009042","descriptor_name":"Motivation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009726","descriptor_name":"Nurses","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009726","descriptor_name":"Nurses","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009726","descriptor_name":"Nurses","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009741","descriptor_name":"Nursing Staff, Hospital","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009741","descriptor_name":"Nursing Staff, Hospital","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009741","descriptor_name":"Nursing Staff, Hospital","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010561","descriptor_name":"Personnel Staffing and Scheduling","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010561","descriptor_name":"Personnel Staffing and Scheduling","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010561","descriptor_name":"Personnel Staffing and Scheduling","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1177/1460458219874637","is_oa":true,"landing_page_url":"https://doi.org/10.1177/1460458219874637","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/1460458219874637","source":{"id":"https://openalex.org/S201800618","display_name":"Health Informatics Journal","issn_l":"1460-4582","issn":["1460-4582","1741-2811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Health Informatics Journal","raw_type":"journal-article"},{"id":"pmid:31581927","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31581927","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,"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":"Health informatics journal","raw_type":null},{"id":"pmh:oai:eprints.staffs.ac.uk:6728","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401113","display_name":"Staffordshire Online Repository (Staffordshire University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I198012923","host_organization_name":"University of Staffordshire","host_organization_lineage":["https://openalex.org/I198012923"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:www.open-access.bcu.ac.uk:7881","is_oa":false,"landing_page_url":"https://www.open-access.bcu.ac.uk/7881/1/Manuscript_17.08.19.docx","pdf_url":null,"source":{"id":"https://openalex.org/S4306402654","display_name":"BCU Open Access Repository (Birmingham City University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I12870472","host_organization_name":"Birmingham City University","host_organization_lineage":["https://openalex.org/I12870472"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:doaj.org/article:3fe3af5596834016ad329041668aca25","is_oa":true,"landing_page_url":"https://doaj.org/article/3fe3af5596834016ad329041668aca25","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Health Informatics Journal, Vol 26 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1177/1460458219874637","is_oa":true,"landing_page_url":"https://doi.org/10.1177/1460458219874637","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/1460458219874637","source":{"id":"https://openalex.org/S201800618","display_name":"Health Informatics Journal","issn_l":"1460-4582","issn":["1460-4582","1741-2811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Health Informatics Journal","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W2973606462.pdf"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W1513618424","https://openalex.org/W1863440143","https://openalex.org/W1893083699","https://openalex.org/W1968263292","https://openalex.org/W1976564452","https://openalex.org/W1995792599","https://openalex.org/W2005903772","https://openalex.org/W2027540165","https://openalex.org/W2033424419","https://openalex.org/W2045183517","https://openalex.org/W2047805825","https://openalex.org/W2054877413","https://openalex.org/W2062895712","https://openalex.org/W2084294647","https://openalex.org/W2088223830","https://openalex.org/W2097360283","https://openalex.org/W2102298299","https://openalex.org/W2109844396","https://openalex.org/W2127786713","https://openalex.org/W2134719072","https://openalex.org/W2135046866","https://openalex.org/W2139173472","https://openalex.org/W2139699892","https://openalex.org/W2144461644","https://openalex.org/W2154290668","https://openalex.org/W2160637457","https://openalex.org/W2163005837","https://openalex.org/W2272155343","https://openalex.org/W2307420864","https://openalex.org/W2565928238","https://openalex.org/W2598612443","https://openalex.org/W2800835334","https://openalex.org/W2805587876","https://openalex.org/W2902217659","https://openalex.org/W2905898683","https://openalex.org/W2912219199","https://openalex.org/W2916871678","https://openalex.org/W2925003189","https://openalex.org/W2931271944","https://openalex.org/W4294541781"],"related_works":["https://openalex.org/W2503331259","https://openalex.org/W1590941618","https://openalex.org/W3096804274","https://openalex.org/W2509788866","https://openalex.org/W3134844154","https://openalex.org/W3200250056","https://openalex.org/W2385896179","https://openalex.org/W2150462512","https://openalex.org/W2885596111","https://openalex.org/W2270206682"],"abstract_inverted_index":{"Evidence":[0],"highlights":[1],"the":[2,24,78,91,97,104,120],"intrinsic":[3],"link":[4],"between":[5],"nurse":[6,63,147],"staffing":[7,64],"and":[8,10,17,26,66,99,106,135],"expertise,":[9],"outcomes":[11],"for":[12,77,131],"service":[13],"users":[14],"of":[15,29,80,90,93,103,123],"healthcare,":[16],"that":[18],"workforce":[19,133],"retention":[20],"is":[21,34],"linked":[22],"to":[23,75,139],"clinical":[25,101],"organisational":[27],"experiences":[28],"employees.":[30],"However,":[31],"this":[32],"understanding":[33],"less":[35],"well":[36],"established":[37],"in":[38,109],"mental":[39,57],"health.":[40],"This":[41],"study":[42,47,122],"comprises":[43],"a":[44,55,87,107],"retrospective":[45],"observational":[46],"carried":[48],"out":[49],"on":[50,96],"routinely":[51],"collected":[52],"data":[53],"from":[54],"large":[56],"healthcare":[58],"provider.":[59],"Two":[60],"databases":[61],"comprising":[62],"levels":[65],"adverse":[67,94,110],"events":[68,95,111],"were":[69],"modelled":[70],"using":[71],"latent":[72],"variable":[73],"methods":[74],"account":[76],"presence":[79],"multiple":[81],"underlying":[82],"behaviours.":[83],"The":[84],"analysis":[85],"reveals":[86],"strong":[88],"dependence":[89],"rate":[92],"location":[98],"perceived":[100],"demand":[102],"wards,":[105],"reduction":[108],"where":[112],"registered":[113],"nurses":[114],"exceed":[115],"'clinically":[116],"required":[117],"levels'.":[118],"In":[119],"first":[121],"its":[124],"kind,":[125],"these":[126],"findings":[127],"present":[128,136],"significant":[129],"implications":[130],"nursing":[132],"policy":[134],"an":[137],"opportunity":[138],"not":[140],"only":[141],"improve":[142],"safety":[143],"but":[144],"potentially":[145],"impact":[146],"retention.":[148]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
