Business Intelligence in Healthcare - Data Mining Techniques as a Possible Hospital Management Tool in Austria

Informace o vysokoškolské kvalifikační práci

Název práce:
Business Intelligence in Healthcare - Data Mining Techniques as a Possible Hospital Management Tool in Austria
Autor práce:
Schmied, Marten
Typ práce:
Diplomová práce / info:eu-repo/semantics/masterThesis
Vedoucí práce:
Štěrbová, Ludmila
Osoba oponující práci:
Mevenkamp, Nils
Jazyk práce:
English
Abstrakt:
Public healthcare provision is under increasing economic restraints making an efficient and sustainable managerial planning a necessity in the hospital sector. Business Intelligence is the extraction of business relevant knowledge in order to adjust and refine executive operations. On the free market industries have applied the according methods and software dedicated to the generation of Business Intelligence is offered by variety of companies. Data Mining, furthermore, describes the facilitation of algorithms in order to train programs to detect unseen patterns from huge amounts of data. Therefore mining techniques are suitable for adding to the business relevant knowledge, particularly as they can produce more accurate predictions. The thesis examined the status of Information Technology normally utilized in Austrian hospitals and simultaneously identified studies that apply Data Mining to a Hospital Information System to gain Business Intelligence. While the general level of Austrian Hospital Information Systems is well sophisticated, common challenges are present in a separation between clinical and administrative systems and their interfaces. For the Data Mining a majority of studies aims at medical improvements. Some applications were found to have good business relevant prospects but their feasible introduction into the practice needs additional fostering.
Klíčová slova:
Hospital Information System; Data Mining; Business Intelligence

Informace o studiu

Studijní program a Studijní obor:
Mezinárodní ekonomické vztahy/International Business - Central European Business Realities
Typ studijního programu:
Magisterský navazující studijní program
Jméno přidělované hodnosti:
Ing.
Instituce přidělující hodnost:
University of Economics, Prague
Název fakulty:
Faculty of International Relations
Název katedry:
Department of International Trade
Instituce archivující a zpřístupňující VŠKP:
University of Economics, Prague

Informace o odevzdání a obhajobě

Datum zadání práce:
25. 5. 2016
Datum podání práce:
31. 8. 2016
Datum obhajoby:
15.09.2016

Soubory ke stažení

Hlavní práce:
57819_schm03.pdf [1,47 MB]
Veřejná příloha:
14100_schm03.pdf [585,80 kB]
Oponentura:
48346_Mevenkamp.pdf [880,20 kB]
Hodnocení vedoucího:
57819_sterbovl.pdf [61,95 kB]

Údaje ze systému InSIS

Identifikátor:
https://insis.vse.cz/zp/57819/podrobnosti