E-Book, Englisch, 70 Seiten
Reihe: BestMasters
Samitsch Data Quality and its Impacts on Decision-Making
1. Auflage 2014
ISBN: 978-3-658-08200-0
Verlag: Springer
Format: PDF
Kopierschutz: 1 - PDF Watermark
How Managers can benefit from Good Data
E-Book, Englisch, 70 Seiten
Reihe: BestMasters
ISBN: 978-3-658-08200-0
Verlag: Springer
Format: PDF
Kopierschutz: 1 - PDF Watermark
?Christoph Samitsch investigates whether decision-making efficiency is being influenced by the quality of data and information. Results of the research provide evidence that defined data quality dimensions have an effect on decision-making performance as well as the time it takes to make a decision.
Christoph Samitsch studied Management, Communication & IT at Management Center Innsbruck (MCI), Austria.
Autoren/Hrsg.
Weitere Infos & Material
1;Foreword;6
2;Profile of Management Center Innsbruck;7
3;Table of Contents;8
4;List of Figures;10
5;Abstract;11
6;1 Introduction;12
6.1;1.1 Objectives;13
6.2;1.2 Overview of Master Thesis Process;13
7;2 Literature Review;15
7.1;2.1 Data and Information Quality;15
7.1.1;2.1.1 Intrinsic Data Quality;15
7.1.2;2.1.2 Contextual Data Quality;16
7.1.3;2.1.3 Representational Data Quality;17
7.1.4;2.1.4 Accessibility Data Quality;17
7.2;2.2 Research Areas of Data and Information Quality;19
7.2.1;2.2.1 Impact of Data Quality on Organizational Performance;20
7.2.2;2.2.2 Data Quality Issues in Health Care;22
7.2.3;2.2.3 Assessing Data Quality;23
7.2.4;2.2.4 Data Quality and Consumer Behavior;26
7.3;2.3 Decision-Making in Decision Support Systems;27
7.3.1;2.3.1 A Model of the Decision Making Process;28
7.3.2;2.3.2 Decision Support Systems;29
7.3.3;2.3.3 Presentation of data;31
7.3.4;2.3.4 Accuracy of Data in Different Environments;31
7.3.5;2.3.5 Decisions in the Mobile Environment;32
7.3.6;2.3.6 The Knowledge-effort Tradeoff;33
7.4;2.4 Summary of Factors Influencing Decision-MakingEfficiency;34
8;3 Research Question and Hypotheses;36
9;4 Methodology;40
9.1;4.1 Subjects of the Study;40
9.2;4.2 Experimental Design;40
9.3;4.3 Experimental Procedure;42
9.3.1;4.3.1 Scenario and Tasks;43
9.3.2;4.3.2 Independent Variables;46
9.3.3;4.3.3 Dependent Variables;47
9.3.4;4.3.4 Control Variables;47
9.3.5;4.3.5 Treatment Groups;48
10;5 Results;50
11;6 Discussion;63
11.1;6.1 Implications of the Study;63
11.2;6.2 Data Quality Management;63
12;7 Conclusion;65
12.1;7.1 Limitations;65
12.2;7.2 Further Research;66
13;References;68
