{"@context":{"aiiso":"http:\/\/purl.org\/vocab\/aiiso\/schema#","arm":"https:\/\/ld4p.github.io\/arm\/core\/ontology\/0.1\/","bf":"http:\/\/id.loc.gov\/ontologies\/bibframe\/","bib":"https:\/\/bibliotek-o.org\/","bibo":"http:\/\/purl.org\/ontology\/bibo\/","cito":"http:\/\/purl.org\/spar\/cito\/","classSchemes":"http:\/\/id.loc.gov\/vocabulary\/classSchemes","dbo":"http:\/\/dbpedia.org\/ontology\/","dce":"http:\/\/purl.org\/dc\/elements\/1.1\/","dcmitype":"http:\/\/dublincore.org\/documents\/2000\/07\/11\/dcmi-type-vocabulary\/#","dcterms":"http:\/\/purl.org\/dc\/terms\/","ebucore":"http:\/\/www.ebu.ch\/metadata\/ontologies\/ebucore\/ebucore","edm":"http:\/\/www.europeana.eu\/schemas\/edm\/","foaf":"http:\/\/xmlns.com\/foaf\/spec\/#","frap":"http:\/\/purl.org\/cerif\/frapo","identifiers":"http:\/\/id.loc.gov\/vocabulary\/identifiers","ids":"http:\/\/id.loc.gov\/vocabulary\/identifiers\/","opaque":"http:\/\/opaquenamespace.org\/","pcdm":"http:\/\/pcdm.org\/models#","phaidra":"https:\/\/phaidra.org\/ontology\/","rdam":"http:\/\/rdaregistry.info\/Elements\/m\/","rdau":"http:\/\/rdaregistry.info\/Elements\/u\/","rdax":"http:\/\/rdaregistry.info\/Elements\/x\/","rdf":"http:\/\/www.w3.org\/1999\/02\/22-rdf-syntax-ns#","rdfs":"https:\/\/www.w3.org\/TR\/rdf-schema\/","relators":"http:\/\/id.loc.gov\/vocabulary\/relators","role":{"@context":{"aut":{"@container":"@list","@id":"http:\/\/id.loc.gov\/vocabulary\/relators\/aut"}}},"schema":"http:\/\/schema.org\/","skos":"http:\/\/www.w3.org\/2004\/02\/skos\/core#","skosxl":"http:\/\/www.w3.org\/2008\/05\/skos-xl"},"@id":"https:\/\/phaidra.ustp.at\/o:7216","bf:note":[{"@type":"bf:Note","skos:prefLabel":[{"@language":"eng","@value":"Emergency medical services in Austria rely on the work of EMTs (Emergency Medical Technicians), most of\nwhom contribute on a voluntary basis. According to domain experts, it is necessary to maintain a structured\noverview of EMT fluctuation to ensure adequate medical care in the region. The fluctuation of EMTs can depend\non various factors, making it difficult for station commanders to retain EMTs. Domain experts have stated that\nthe reasons an EMT exits an ambulance station can often be addressed if identified early. Possible exit factors and\nremedies are typically discussed in a yearly meeting between each EMT and the station commander. Still, experts\nnote that fluctuation factors can be overlooked or incorrectly assessed during these meetings. Therefore, this\nwork presents a visualization approach for EMT fluctuation data and evaluates whether it can support station\ncommanders. Visualizing which EMTs did not fulfill the minimum number of shifts in the last 12 months, and\nwhether they completed those shifts at another station, should provide the commander with a better basis for\nthe yearly meeting with each EMT. A retention strategy mentioned by the domain experts is to offer shifts\nwith colleagues the EMT completes the most shifts with. For this reason, a list of “clusters” of EMTs is created,\nshowing the five EMTs a person shares the most shifts with, as well as a visualization whether the EMT prefers\nemergency or transportation shifts. The visualization approach follows the design study methodology and\ninvolved two interviews with domain experts from a rural ambulance station in Lower Austria. The visualizations\nwere created by comparing suitable visualization methods and using the Tableau tool for implementation. These\ninclude a mosaic-like visualization, a lollipop chart, a slope graph, and a highlight table. The visualizations were\npresented during a second interview, which led to new findings from the domain experts. The results indicate\nthat visualizing personnel fluctuation can be helpful and enables commanders to better understand and address\nturnover. According to the domain experts from an ambulance station in Lower Austria, the visualizations are\nconsidered useful."}]}],"bf:provisionActivity":[{"@type":"bf:Publication","bf:agent":[{"@type":"schema:Organization","schema:name":[{"@value":"St. Pölten University of Applied Sciences"}]}],"bf:date":["2024-11-27"],"bf:place":[{"@type":"schema:Place","skos:prefLabel":[{"@value":"St. Pölten"}]}]}],"dce:subject":[{"@type":"skos:Concept","skos:prefLabel":[{"@language":"eng","@value":"Information visualization"}]},{"@type":"skos:Concept","skos:prefLabel":[{"@language":"eng","@value":"dashboard"}]},{"@type":"skos:Concept","skos:prefLabel":[{"@language":"eng","@value":"emergency services"}]}],"dce:title":[{"@type":"bf:Title","bf:mainTitle":[{"@language":"eng","@value":"Personnel Fluctuation in Austrian Emergency Medical Services: A Data Visualization Approach"}]}],"dcterms:accessRights":[{"@type":"skos:Concept","skos:exactMatch":["https:\/\/pid.phaidra.org\/vocabulary\/QW5R-NG4J"],"skos:prefLabel":[{"@language":"eng","@value":"open access"}]}],"dcterms:language":["eng"],"dcterms:subject":[{"@type":"skos:Concept","rdfs:label":[{"@language":"deu","@value":"ÖFOS 2012 -- SOZIALWISSENSCHAFTEN (5) -- Medien- und Kommunikationswissenschaften (508) -- Medien- und Kommunikationswissenschaften (5080)"},{"@language":"eng","@value":"ÖFOS 2012 -- SOCIAL SCIENCES (5) -- Media and Communication Sciences (508) -- Media and Communication Sciences (5080)"}],"skos:exactMatch":["oefos2012:5080"],"skos:notation":["5080"],"skos:prefLabel":[{"@language":"deu","@value":"Medien- und Kommunikationswissenschaften"},{"@language":"eng","@value":"Media and Communication Sciences"}]},{"@type":"skos:Concept","rdfs:label":[{"@language":"deu","@value":"ÖFOS 2012 -- TECHNISCHE WISSENSCHAFTEN (2) -- Elektrotechnik, Elektronik, Informationstechnik (202) -- 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