{"id":"https://openalex.org/W7203749515","doi":"https://doi.org/10.1145/3819113.3819171","title":"Data Analysis of Changes in Professional Identity among Higher Vocational Nursing Students Based on Big Data Technology","display_name":"Data Analysis of Changes in Professional Identity among Higher Vocational Nursing Students Based on Big Data Technology","publication_year":2026,"publication_date":"2026-03-27","ids":{"openalex":"https://openalex.org/W7203749515","doi":"https://doi.org/10.1145/3819113.3819171"},"language":"en","primary_location":{"id":"doi:10.1145/3819113.3819171","doi":"https://doi.org/10.1145/3819113.3819171","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3819113.3819171","pdf_url":null,"source":{"id":"https://openalex.org/S7407107480","display_name":"International Conference on Health Informatization and Data Analysis (HIDA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 2nd International Conference on Health Informatization and Data Analysis","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1145/3819113.3819171","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5147549284","display_name":"Zhili Bi","orcid":"https://orcid.org/0009-0003-1911-3427","observed_orcids":["https://orcid.org/0009-0003-1911-3427"]},"institutions":[{"id":"https://openalex.org/I4405280380","display_name":"Binzhou Polytechnic","ror":"https://ror.org/02vw9qn26","country_code":"CN","type":"education","lineage":["https://openalex.org/I4405280380"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhili Bi","raw_affiliation_strings":["Faculty of Health, Binzhou Polytechnic, Binzhou, Shandong, China"],"raw_orcid":"https://orcid.org/0009-0003-1911-3427","affiliations":[{"raw_affiliation_string":"Faculty of Health, Binzhou Polytechnic, Binzhou, Shandong, China","institution_ids":["https://openalex.org/I4405280380"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5147607691","display_name":"Xuehui Ding","orcid":"https://orcid.org/0009-0004-6409-4787","observed_orcids":["https://orcid.org/0009-0004-6409-4787"]},"institutions":[{"id":"https://openalex.org/I4405280380","display_name":"Binzhou Polytechnic","ror":"https://ror.org/02vw9qn26","country_code":"CN","type":"education","lineage":["https://openalex.org/I4405280380"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuehui Ding","raw_affiliation_strings":["Faculty of Economics and Management, Binzhou Polytechnic, Binzhou, Shandong, China"],"raw_orcid":"https://orcid.org/0009-0004-6409-4787","affiliations":[{"raw_affiliation_string":"Faculty of Economics and Management, Binzhou Polytechnic, Binzhou, Shandong, China","institution_ids":["https://openalex.org/I4405280380"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5147486998","display_name":"Xuefei Gu","orcid":"https://orcid.org/0009-0005-4969-2380","observed_orcids":["https://orcid.org/0009-0005-4969-2380"]},"institutions":[{"id":"https://openalex.org/I4405280380","display_name":"Binzhou Polytechnic","ror":"https://ror.org/02vw9qn26","country_code":"CN","type":"education","lineage":["https://openalex.org/I4405280380"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuefei Gu","raw_affiliation_strings":["Office of Student Affairs, Binzhou Polytechnic, Binzhou, Shandong, China"],"raw_orcid":"https://orcid.org/0009-0005-4969-2380","affiliations":[{"raw_affiliation_string":"Office of Student Affairs, Binzhou Polytechnic, Binzhou, Shandong, China","institution_ids":["https://openalex.org/I4405280380"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5147468128","display_name":"Jing Yan","orcid":"https://orcid.org/0009-0006-1618-1266","observed_orcids":["https://orcid.org/0009-0006-1618-1266"]},"institutions":[{"id":"https://openalex.org/I4405280380","display_name":"Binzhou Polytechnic","ror":"https://ror.org/02vw9qn26","country_code":"CN","type":"education","lineage":["https://openalex.org/I4405280380"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Yan","raw_affiliation_strings":["Faculty of Education, Binzhou Polytechnic, Binzhou, Shandong, China"],"raw_orcid":"https://orcid.org/0009-0006-1618-1266","affiliations":[{"raw_affiliation_string":"Faculty of Education, Binzhou Polytechnic, Binzhou, Shandong, China","institution_ids":["https://openalex.org/I4405280380"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4405280380"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"353","last_page":"358"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12244","display_name":"Healthcare Education and Workforce Issues","score":0.7724999785423279,"subfield":{"id":"https://openalex.org/subfields/2911","display_name":"Leadership and Management"},"field":{"id":"https://openalex.org/fields/29","display_name":"Nursing"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T12244","display_name":"Healthcare Education and Workforce Issues","score":0.7724999785423279,"subfield":{"id":"https://openalex.org/subfields/2911","display_name":"Leadership and Management"},"field":{"id":"https://openalex.org/fields/29","display_name":"Nursing"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10186","display_name":"Nursing education and management","score":0.19619999825954437,"subfield":{"id":"https://openalex.org/subfields/2922","display_name":"Research and Theory"},"field":{"id":"https://openalex.org/fields/29","display_name":"Nursing"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T14316","display_name":"Nursing Education, Practice, and Leadership","score":0.0066999997943639755,"subfield":{"id":"https://openalex.org/subfields/2910","display_name":"Issues, ethics and legal aspects"},"field":{"id":"https://openalex.org/fields/29","display_name":"Nursing"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/professional-identity","display_name":"professional identity","score":0.953000009059906},{"id":"https://openalex.org/keywords/nursing-students","display_name":"nursing students","score":0.9959999918937683},{"id":"https://openalex.org/keywords/higher-vocational-nursing-education","display_name":"higher vocational nursing education","score":0.8610000014305115},{"id":"https://openalex.org/keywords/big-data-analytics","display_name":"big data analytics","score":0.48899999260902405},{"id":"https://openalex.org/keywords/multi-source-data-fusion","display_name":"multi-source data fusion","score":0.7699999809265137},{"id":"https://openalex.org/keywords/deep-learning-prediction","display_name":"deep learning prediction","score":0.6600000262260437},{"id":"https://openalex.org/keywords/time-series-analysis","display_name":"time series analysis","score":0.6620000004768372},{"id":"https://openalex.org/keywords/public-health-events","display_name":"public health events","score":0.8550000190734863}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.692799985408783},{"id":"https://openalex.org/C668760","wikidata":"https://www.wikidata.org/wiki/Q6869278","display_name":"Vocational education","level":2,"score":0.5782999992370605},{"id":"https://openalex.org/C2778355321","wikidata":"https://www.wikidata.org/wiki/Q17079427","display_name":"Identity (music)","level":2,"score":0.5447999835014343},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.454800009727478},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.3984000086784363},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.3319000005722046},{"id":"https://openalex.org/C51067260","wikidata":"https://www.wikidata.org/wiki/Q828812","display_name":"Professional development","level":2,"score":0.3294000029563904},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.3294000029563904},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.29260000586509705},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.2874000072479248},{"id":"https://openalex.org/C121017731","wikidata":"https://www.wikidata.org/wiki/Q11661","display_name":"Information technology","level":2,"score":0.2777000069618225},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.2678999900817871},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.26669999957084656},{"id":"https://openalex.org/C113616995","wikidata":"https://www.wikidata.org/wiki/Q13378080","display_name":"Nurse education","level":2,"score":0.26339998841285706}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3819113.3819171","doi":"https://doi.org/10.1145/3819113.3819171","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3819113.3819171","pdf_url":null,"source":{"id":"https://openalex.org/S7407107480","display_name":"International Conference on Health Informatization and Data Analysis (HIDA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 2nd International Conference on Health Informatization and Data Analysis","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3819113.3819171","doi":"https://doi.org/10.1145/3819113.3819171","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3819113.3819171","pdf_url":null,"source":{"id":"https://openalex.org/S7407107480","display_name":"International Conference on Health Informatization and Data Analysis (HIDA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 2nd International Conference on Health Informatization and Data Analysis","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.6164000034332275,"id":"https://metadata.un.org/sdg/4","display_name":"Quality education"},{"score":0.5683000087738037,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":1,"referenced_works":["https://openalex.org/W3134327113"],"related_works":["https://openalex.org/W3200228195","https://openalex.org/W3132489287","https://openalex.org/W4410041146","https://openalex.org/W4387392964","https://openalex.org/W7207619945","https://openalex.org/W7164830643","https://openalex.org/W4406559206","https://openalex.org/W4396224783","https://openalex.org/W7151554033","https://openalex.org/W4313572621"],"abstract_inverted_index":{"Hao":[0],"Yufang's":[1],"\u201cFormal":[2],"Draft":[3],"of":[4,33,71,114,123,132],"Professional":[5],"Identity":[6],"Questionnaire":[7],"for":[8,83,143],"Nursing":[9],"Students\u201d":[10],"was":[11,63],"selected,":[12],"and":[13,26,40,52,57,65,107,139],"the":[14,30,68,72,77,87,100,121,129],"questionnaires":[15,43],"were":[16,44,105,110],"distributed":[17],"through":[18],"MosoTeach":[19,48],"Platform":[20],"in":[21,29,99,135],"June":[22,24,27],"2019,":[23],"2022,":[25],"2025":[28],"elective":[31],"classes":[32],"higher":[34,136],"vocational":[35,137],"nursing":[36,133],"majors,":[37],"316,":[38],"44,":[39],"135":[41],"valid":[42],"received,":[45],"respectively.":[46],"Using":[47],"big":[49],"data":[50,55,62,80,101],"technology":[51],"multi-source":[53],"heterogeneous":[54],"collection":[56],"fusion":[58],"analysis":[59,81],"solutions,":[60],"survey":[61],"collected":[64],"analyzed":[66],"across":[67,102],"five":[69],"dimensions":[70],"questionnaire,":[73],"then":[74],"submitted":[75],"to":[76,85],"SPSSPRO":[78],"online":[79],"platform":[82],"validation":[84],"generate":[86],"results.":[88],"Based":[89],"on":[90,128],"deep":[91],"learning":[92],"prediction":[93],"models":[94],"using":[95],"time-series":[96],"data,":[97],"changes":[98],"each":[103],"dimension":[104],"compared,":[106],"possible":[108],"causes":[109],"analyzed.":[111],"The":[112],"findings":[113],"this":[115],"study":[116],"offer":[117],"valuable":[118],"insights":[119],"into":[120],"impact":[122],"major":[124],"public":[125],"health":[126],"events":[127],"professional":[130],"identity":[131],"students":[134],"education":[138],"provide":[140],"useful":[141],"recommendations":[142],"related":[144],"initiatives.":[145]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2026-08-20T00:00:00"}
