{"id":"https://openalex.org/W4409807324","doi":"https://doi.org/10.3390/e27050465","title":"The Entropy Analysis Method for Assessing the Efficiency of Workload Distribution Among Medical Institution Personnel","display_name":"The Entropy Analysis Method for Assessing the Efficiency of Workload Distribution Among Medical Institution Personnel","publication_year":2025,"publication_date":"2025-04-25","ids":{"openalex":"https://openalex.org/W4409807324","doi":"https://doi.org/10.3390/e27050465","pmid":"https://pubmed.ncbi.nlm.nih.gov/40422420"},"language":"en","primary_location":{"id":"doi:10.3390/e27050465","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e27050465","pdf_url":"https://www.mdpi.com/1099-4300/27/5/465/pdf?version=1745577072","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1099-4300/27/5/465/pdf?version=1745577072","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049838473","display_name":"Oksana Mulesa","orcid":"https://orcid.org/0000-0002-6117-5846"},"institutions":[{"id":"https://openalex.org/I173161963","display_name":"University of Pre\u0161ov","ror":"https://ror.org/02ndfsn03","country_code":"SK","type":"education","lineage":["https://openalex.org/I173161963"]},{"id":"https://openalex.org/I77443782","display_name":"Uzhhorod National University","ror":"https://ror.org/01x3jjv63","country_code":"UA","type":"education","lineage":["https://openalex.org/I77443782"]}],"countries":["SK","UA"],"is_corresponding":false,"raw_author_name":"Oksana Mulesa","raw_affiliation_strings":["Department of Physics, Mathematics and Technologies, University of Presov, 080 01 Presov, Slovakia","Department of Software System, Uzhhorod National University, 88000 Uzhhorod, Ukraine"],"affiliations":[{"raw_affiliation_string":"Department of Physics, Mathematics and Technologies, University of Presov, 080 01 Presov, Slovakia","institution_ids":["https://openalex.org/I173161963"]},{"raw_affiliation_string":"Department of Software System, Uzhhorod National University, 88000 Uzhhorod, Ukraine","institution_ids":["https://openalex.org/I77443782"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010167792","display_name":"Ivanna Dronyuk","orcid":"https://orcid.org/0000-0003-1667-2584"},"institutions":[{"id":"https://openalex.org/I126406834","display_name":"Jan D\u0142ugosz University","ror":"https://ror.org/0566yhn94","country_code":"PL","type":"education","lineage":["https://openalex.org/I126406834"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Ivanna Dronyuk","raw_affiliation_strings":["Department of Mathematics and Informatics, Jan Dlugosz University in Czestochowa, 42-217 Czestochowa, Poland"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Informatics, Jan Dlugosz University in Czestochowa, 42-217 Czestochowa, Poland","institution_ids":["https://openalex.org/I126406834"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5010167792"],"corresponding_institution_ids":["https://openalex.org/I126406834"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2165},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2165},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12340646,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"27","issue":"5","first_page":"465","last_page":"465"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14512","display_name":"Technology and Human Factors in Education and Health","score":0.9193000197410583,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/T14512","display_name":"Technology and Human Factors in Education and Health","score":0.9193000197410583,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.7821637392044067},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.49539506435394287},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.4693487584590912},{"id":"https://openalex.org/keywords/institution","display_name":"Institution","score":0.4169410765171051},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.41344085335731506},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.3671860992908478},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3167976140975952},{"id":"https://openalex.org/keywords/thermodynamics","display_name":"Thermodynamics","score":0.08559992909431458},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.0801958441734314},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.0643860399723053},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.060759395360946655}],"concepts":[{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.7821637392044067},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.49539506435394287},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.4693487584590912},{"id":"https://openalex.org/C2780510313","wikidata":"https://www.wikidata.org/wiki/Q178706","display_name":"Institution","level":2,"score":0.4169410765171051},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41344085335731506},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3671860992908478},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3167976140975952},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.08559992909431458},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0801958441734314},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0643860399723053},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.060759395360946655},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/e27050465","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e27050465","pdf_url":"https://www.mdpi.com/1099-4300/27/5/465/pdf?version=1745577072","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},{"id":"pmid:40422420","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40422420","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":"Entropy (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:e2bf3b412f564c0bb4b3451931fbd17d","is_oa":true,"landing_page_url":"https://doaj.org/article/e2bf3b412f564c0bb4b3451931fbd17d","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy, Vol 27, Iss 5, p 465 (2025)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:12110125","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12110125","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/e27050465","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e27050465","pdf_url":"https://www.mdpi.com/1099-4300/27/5/465/pdf?version=1745577072","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4409807324.pdf","grobid_xml":"https://content.openalex.org/works/W4409807324.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W1991337382","https://openalex.org/W2028931323","https://openalex.org/W2067033638","https://openalex.org/W2113041222","https://openalex.org/W2137433250","https://openalex.org/W2138790670","https://openalex.org/W2899804102","https://openalex.org/W2977832157","https://openalex.org/W2979122982","https://openalex.org/W2980053566","https://openalex.org/W2997745052","https://openalex.org/W3010625789","https://openalex.org/W3135530906","https://openalex.org/W3152910339","https://openalex.org/W3180004508","https://openalex.org/W3201170262","https://openalex.org/W4200178080","https://openalex.org/W4322501626","https://openalex.org/W4366213673","https://openalex.org/W4378377125","https://openalex.org/W4387639038","https://openalex.org/W4387777250","https://openalex.org/W4390828887","https://openalex.org/W4392372762","https://openalex.org/W4392476040","https://openalex.org/W4392808667","https://openalex.org/W4401942917","https://openalex.org/W4404114227","https://openalex.org/W4406242976","https://openalex.org/W6680092839","https://openalex.org/W6680358187","https://openalex.org/W6768725802","https://openalex.org/W6769118008","https://openalex.org/W6862432024","https://openalex.org/W7046226796"],"related_works":["https://openalex.org/W2000785801","https://openalex.org/W986318368","https://openalex.org/W2384410913","https://openalex.org/W2352878646","https://openalex.org/W2004734601","https://openalex.org/W2287264064","https://openalex.org/W2130149817","https://openalex.org/W2990194547","https://openalex.org/W1480123525","https://openalex.org/W2620865396"],"abstract_inverted_index":{"The":[0,59,86,103,164],"aim":[1],"of":[2,19,48,70,73,82,96,101,117,128,136,155,162,166],"this":[3,179],"study":[4,104],"is":[5,28,88,146],"to":[6],"develop":[7],"a":[8,31,56,137,172],"convenient":[9,148,173],"and":[10,45,61,76,92,98,114,119,149,174,194],"effective":[11,83,150,185],"entropy":[12,116],"analysis":[13],"method":[14,62,87,131,145,168,180],"for":[15,33,132,151,187],"assessing":[16],"the":[17,46,65,68,80,94,115,125,129,134,144,153,167,192],"efficiency":[18],"workload":[20,36,111],"distribution":[21,112],"among":[22],"medical":[23,49],"institution":[24,193],"personnel.":[25],"This":[26],"research":[27],"based":[29,89],"on":[30,90],"model":[32,60],"evaluating":[34],"employee":[35],"in":[37,171],"conditional":[38],"time":[39,75,122],"units-credits-taking":[40],"into":[41],"account":[42],"time-and-motion":[43],"studies":[44],"volume":[47],"services":[50],"provided":[51],"or":[52],"tasks":[53],"performed":[54],"over":[55],"given":[57],"period.":[58],"developed":[63,130],"by":[64],"authors":[66],"enable":[67],"consideration":[69],"potential":[71],"losses":[72],"working":[74,84],"coefficients":[77],"that":[78,143],"determine":[79],"percentage":[81],"time.":[85],"calculating":[91],"analyzing":[93,133,152],"values":[95],"normative":[97],"actual":[99],"workloads":[100],"employees.":[102,163],"introduces":[105],"such":[106],"indicators":[107],"as":[108,158,160,183],"relative":[109],"workload,":[110],"entropy,":[113],"free":[118],"excessively":[120],"worked":[121],"credits.":[123],"During":[124],"experimental":[126],"verification":[127],"activities":[135],"dental":[138],"clinic,":[139],"it":[140],"was":[141],"demonstrated":[142],"both":[147],"performance":[154],"individual":[156],"employees":[157],"well":[159],"groups":[161],"results":[165],"are":[169],"presented":[170],"intuitively":[175],"understandable":[176],"form.":[177],"Therefore,":[178],"can":[181],"serve":[182],"an":[184],"tool":[186],"identifying":[188],"internal":[189],"reserves":[190],"within":[191],"making":[195],"managerial":[196],"decisions":[197],"regarding":[198],"its":[199],"further":[200],"operation.":[201]},"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
