{"id":"https://openalex.org/W4280563907","doi":"https://doi.org/10.3233/shti220360","title":"Process Mining of Nursing Routine Data: Cool, but also Useful?","display_name":"Process Mining of Nursing Routine Data: Cool, but also Useful?","publication_year":2022,"publication_date":"2022-05-16","ids":{"openalex":"https://openalex.org/W4280563907","doi":"https://doi.org/10.3233/shti220360","pmid":"https://pubmed.ncbi.nlm.nih.gov/35592973"},"language":"en","primary_location":{"id":"doi:10.3233/shti220360","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti220360","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220360","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220360","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018610034","display_name":"Julian Jonk","orcid":null},"institutions":[{"id":"https://openalex.org/I4210151833","display_name":"Amsterdam University Medical Centers","ror":"https://ror.org/05grdyy37","country_code":"NL","type":"funder","lineage":["https://openalex.org/I4210151833"]},{"id":"https://openalex.org/I4210114246","display_name":"UMIT - Private Universit\u00e4t f\u00fcr Gesundheitswissenschaften, Medizinische Informatik und Technik","ror":"https://ror.org/02d0kps43","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210114246"]}],"countries":["AT","NL"],"is_corresponding":true,"raw_author_name":"Julian Jonk","raw_affiliation_strings":["Amsterdam UMC, Location AMC, Department of Medical Informatics, Amsterdam, The Netherlands","UMIT TIROL \u2013 Private University for Health Sciences, Medical Informatics and Technology, Institute of Medical Informatics, Hall in Tirol, Austria"],"affiliations":[{"raw_affiliation_string":"Amsterdam UMC, Location AMC, Department of Medical Informatics, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I4210151833"]},{"raw_affiliation_string":"UMIT TIROL \u2013 Private University for Health Sciences, Medical Informatics and Technology, Institute of Medical Informatics, Hall in Tirol, Austria","institution_ids":["https://openalex.org/I4210114246"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063721388","display_name":"Michael Schaller","orcid":"https://orcid.org/0000-0002-1149-9252"},"institutions":[{"id":"https://openalex.org/I4210114246","display_name":"UMIT - Private Universit\u00e4t f\u00fcr Gesundheitswissenschaften, Medizinische Informatik und Technik","ror":"https://ror.org/02d0kps43","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210114246"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Michael Schaller","raw_affiliation_strings":["UMIT TIROL \u2013 Private University for Health Sciences, Medical Informatics and Technology, Institute of Medical Informatics, Hall in Tirol, Austria"],"affiliations":[{"raw_affiliation_string":"UMIT TIROL \u2013 Private University for Health Sciences, Medical Informatics and Technology, Institute of Medical Informatics, Hall in Tirol, Austria","institution_ids":["https://openalex.org/I4210114246"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034540499","display_name":"Michael Netzer","orcid":"https://orcid.org/0000-0001-7536-9257"},"institutions":[{"id":"https://openalex.org/I4210114246","display_name":"UMIT - Private Universit\u00e4t f\u00fcr Gesundheitswissenschaften, Medizinische Informatik und Technik","ror":"https://ror.org/02d0kps43","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210114246"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Michael Netzer","raw_affiliation_strings":["UMIT TIROL \u2013 Private University for Health Sciences, Medical Informatics and Technology, Institute of Medical Informatics, Hall in Tirol, Austria"],"affiliations":[{"raw_affiliation_string":"UMIT TIROL \u2013 Private University for Health Sciences, Medical Informatics and Technology, Institute of Medical Informatics, Hall in Tirol, Austria","institution_ids":["https://openalex.org/I4210114246"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074776782","display_name":"Bernhard Pfeifer","orcid":"https://orcid.org/0000-0003-1507-1015"},"institutions":[{"id":"https://openalex.org/I4210114246","display_name":"UMIT - Private Universit\u00e4t f\u00fcr Gesundheitswissenschaften, Medizinische Informatik und Technik","ror":"https://ror.org/02d0kps43","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210114246"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Bernhard Pfeifer","raw_affiliation_strings":["UMIT TIROL \u2013 Private University for Health Sciences, Medical Informatics and Technology, Institute of Medical Informatics, Hall in Tirol, Austria"],"affiliations":[{"raw_affiliation_string":"UMIT TIROL \u2013 Private University for Health Sciences, Medical Informatics and Technology, Institute of Medical Informatics, Hall in Tirol, Austria","institution_ids":["https://openalex.org/I4210114246"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070176396","display_name":"Elske Ammenwerth","orcid":"https://orcid.org/0000-0002-3244-6918"},"institutions":[{"id":"https://openalex.org/I4210114246","display_name":"UMIT - Private Universit\u00e4t f\u00fcr Gesundheitswissenschaften, Medizinische Informatik und Technik","ror":"https://ror.org/02d0kps43","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210114246"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Elske Ammenwerth","raw_affiliation_strings":["UMIT TIROL \u2013 Private University for Health Sciences, Medical Informatics and Technology, Institute of Medical Informatics, Hall in Tirol, Austria"],"affiliations":[{"raw_affiliation_string":"UMIT TIROL \u2013 Private University for Health Sciences, Medical Informatics and Technology, Institute of Medical Informatics, Hall in Tirol, Austria","institution_ids":["https://openalex.org/I4210114246"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042923403","display_name":"Werner O. Hackl","orcid":"https://orcid.org/0000-0002-2688-3396"},"institutions":[{"id":"https://openalex.org/I4210114246","display_name":"UMIT - Private Universit\u00e4t f\u00fcr Gesundheitswissenschaften, Medizinische Informatik und Technik","ror":"https://ror.org/02d0kps43","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210114246"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Werner Hackl","raw_affiliation_strings":["UMIT TIROL \u2013 Private University for Health Sciences, Medical Informatics and Technology, Institute of Medical Informatics, Hall in Tirol, Austria"],"affiliations":[{"raw_affiliation_string":"UMIT TIROL \u2013 Private University for Health Sciences, Medical Informatics and Technology, Institute of Medical Informatics, Hall in Tirol, Austria","institution_ids":["https://openalex.org/I4210114246"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5018610034"],"corresponding_institution_ids":["https://openalex.org/I4210114246","https://openalex.org/I4210151833"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16908213,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"293","issue":null,"first_page":"137","last_page":"144"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/delirium","display_name":"Delirium","score":0.7910741567611694},{"id":"https://openalex.org/keywords/process-mining","display_name":"Process mining","score":0.7429815530776978},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6987102627754211},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5228598117828369},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5156832933425903},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4750402271747589},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.45235565304756165},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4304152727127075},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4201541543006897},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35100579261779785},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3312716484069824},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.33031022548675537},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.17644396424293518},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16926100850105286},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.14934059977531433},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.07409679889678955},{"id":"https://openalex.org/keywords/business-process-management","display_name":"Business process management","score":0.07020613551139832}],"concepts":[{"id":"https://openalex.org/C2779753318","wikidata":"https://www.wikidata.org/wiki/Q160796","display_name":"Delirium","level":2,"score":0.7910741567611694},{"id":"https://openalex.org/C124670913","wikidata":"https://www.wikidata.org/wiki/Q2608526","display_name":"Process mining","level":5,"score":0.7429815530776978},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6987102627754211},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5228598117828369},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5156832933425903},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4750402271747589},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.45235565304756165},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4304152727127075},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4201541543006897},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35100579261779785},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3312716484069824},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.33031022548675537},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.17644396424293518},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16926100850105286},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.14934059977531433},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.07409679889678955},{"id":"https://openalex.org/C80309976","wikidata":"https://www.wikidata.org/wiki/Q7007379","display_name":"Business process management","level":4,"score":0.07020613551139832},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D003693","descriptor_name":"Delirium","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D003693","descriptor_name":"Delirium","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D003693","descriptor_name":"Delirium","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"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":"D006761","descriptor_name":"Hospitals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006761","descriptor_name":"Hospitals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006761","descriptor_name":"Hospitals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D057225","descriptor_name":"Data Mining","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D061214","descriptor_name":"Patient Safety","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D061214","descriptor_name":"Patient Safety","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D061214","descriptor_name":"Patient Safety","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.3233/shti220360","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti220360","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220360","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:35592973","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35592973","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":"Studies in health technology and informatics","raw_type":null}],"best_oa_location":{"id":"doi:10.3233/shti220360","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti220360","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220360","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4280563907.pdf","grobid_xml":"https://content.openalex.org/works/W4280563907.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W1490658580","https://openalex.org/W2041071920","https://openalex.org/W2081033553","https://openalex.org/W2099753123","https://openalex.org/W2116125119","https://openalex.org/W2144032345","https://openalex.org/W2295165804","https://openalex.org/W2513174354","https://openalex.org/W2515682654","https://openalex.org/W2736677128","https://openalex.org/W2786094468","https://openalex.org/W2903147350","https://openalex.org/W3037373475","https://openalex.org/W3163562788","https://openalex.org/W4210770559","https://openalex.org/W4234689746"],"related_works":["https://openalex.org/W4322505129","https://openalex.org/W2783964355","https://openalex.org/W4285184862","https://openalex.org/W4386091406","https://openalex.org/W2953829836","https://openalex.org/W4285209826","https://openalex.org/W4365385593","https://openalex.org/W3216682494","https://openalex.org/W632952682","https://openalex.org/W4318239262"],"abstract_inverted_index":{"Conducting":[0],"process":[1],"mining":[2],"on":[3,30],"routinely":[4],"collected":[5],"data":[6,26],"is":[7],"easy,":[8],"but":[9],"the":[10,13],"interpretation":[11],"of":[12],"results":[14],"was":[15],"a":[16],"challenge.":[17],"We":[18],"identified":[19],"four":[20],"limitations":[21],"associated":[22],"with":[23],"using":[24],"this":[25],"and":[27],"gave":[28],"recommendations":[29],"adapting":[31],"it":[32],"for":[33],"further":[34],"analysis.":[35]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}