Coverart for item
The Resource Advances in Research Methods for Information Systems Research : Data Mining, Data Envelopment Analysis, Value Focused Thinking, edited by Kweku-Muata Osei-Bryson, Ojelanki Ngwenyama, (electronic resource)

Advances in Research Methods for Information Systems Research : Data Mining, Data Envelopment Analysis, Value Focused Thinking, edited by Kweku-Muata Osei-Bryson, Ojelanki Ngwenyama, (electronic resource)

Label
Advances in Research Methods for Information Systems Research : Data Mining, Data Envelopment Analysis, Value Focused Thinking
Title
Advances in Research Methods for Information Systems Research
Title remainder
Data Mining, Data Envelopment Analysis, Value Focused Thinking
Statement of responsibility
edited by Kweku-Muata Osei-Bryson, Ojelanki Ngwenyama
Contributor
Editor
Editor
Subject
Language
eng
Summary
Advances in social science research methodologies and data analytic methods are changing the way research in information systems is conducted. New developments in statistical software technologies for data mining (DM) such as regression splines or decision tree induction can be used to assist researchers in systematic post-positivist theory testing and development. Established management science techniques like data envelopment analysis (DEA), and value focused thinking (VFT) can be used in combination with traditional statistical analysis and data mining techniques to more effectively explore behavioral questions in information systems research. As adoption and use of these research methods expand, there is growing need for a resource book to assist doctoral students and advanced researchers in understanding their potential to contribute to a broad range of research problems. Advances in Research Methods for Information Systems Research: Data Mining, Data Envelopment Analysis, Value Focused Thinking focuses on bridging and unifying these three different methodologies in order to bring them together in a unified volume for the information systems community. This book serves as a resource that provides overviews on each method, as well as applications on how they can be employed to address IS research problems. Its goal is to help researchers in their continuous efforts to set the pace for having an appropriate interplay between behavioral research and design science.--
Member of
Assigning source
Provided by publisher
Dewey number
650
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsedt
  • CX9aUZnG6Os
  • mILReC1wP0w
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • Ngwenyama, Ojelanki
  • Osei-Bryson, Kweku-Muata
Series statement
  • Springer eBooks
  • Springer eBooks.
  • Integrated Series in Information Systems,
Series volume
34
http://library.link/vocab/subjectName
  • Data mining
  • Information systems
  • Information technology
Label
Advances in Research Methods for Information Systems Research : Data Mining, Data Envelopment Analysis, Value Focused Thinking, edited by Kweku-Muata Osei-Bryson, Ojelanki Ngwenyama, (electronic resource)
Link
http://ezproxy.eui.eu/login?url=https://doi.org/10.1007/978-1-4614-9463-8
Instantiates
Publication
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Introduction -- Logical Foundations of Social Science Research -- Overview on Decision Tree Induction -- Using Decision Tree Induction for Theory Development -- A Hybrid Decision Tree-based Method for Exploring Cumulative Abnormal Returns -- An Ethnographic Decision Tree Modeling: An Exploration of Telecentre Usage in the Human Development Context -- Using Association Rules Mining to Facilitate Qualitative Data Analysis in Theory Building -- Overview on Multivariate Adaptive Regression Splines -- Reexamining the Impact of Information Technology Investment on Productivity Using Regression Tree and MARS -- Overview on Cluster Analysis -- Overview on Data Envelopment Analysis -- Exploring the ICT Utilization using Data Envelopment Analysis -- A DEA-centric Decision Support System for Monitoring Efficiency-Based Performance -- Overview on the Value Focused Thinking Methodology -- Using Value Focused Thinking to Develop Performance Criteria & Measures for Information Systems Projects
Control code
978-1-4614-9463-8
Dimensions
unknown
Extent
1 online resource (VII, 231 pages)
Form of item
  • online
  • electronic
Governing access note
Use of this electronic resource may be governed by a license agreement which restricts use to the European University Institute community. Each user is responsible for limiting use to individual, non-commercial purposes, without systematically downloading, distributing, or retaining substantial portions of information, provided that all copyright and other proprietary notices contained on the materials are retained. The use of software, including scripts, agents, or robots, is generally prohibited and may result in the loss of access to these resources for the entire European University Institute community
Isbn
9781461494638
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
52 illustrations, 30 illustrations in color.
Specific material designation
remote
System control number
(OCoLC)868921112
Label
Advances in Research Methods for Information Systems Research : Data Mining, Data Envelopment Analysis, Value Focused Thinking, edited by Kweku-Muata Osei-Bryson, Ojelanki Ngwenyama, (electronic resource)
Link
http://ezproxy.eui.eu/login?url=https://doi.org/10.1007/978-1-4614-9463-8
Publication
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Introduction -- Logical Foundations of Social Science Research -- Overview on Decision Tree Induction -- Using Decision Tree Induction for Theory Development -- A Hybrid Decision Tree-based Method for Exploring Cumulative Abnormal Returns -- An Ethnographic Decision Tree Modeling: An Exploration of Telecentre Usage in the Human Development Context -- Using Association Rules Mining to Facilitate Qualitative Data Analysis in Theory Building -- Overview on Multivariate Adaptive Regression Splines -- Reexamining the Impact of Information Technology Investment on Productivity Using Regression Tree and MARS -- Overview on Cluster Analysis -- Overview on Data Envelopment Analysis -- Exploring the ICT Utilization using Data Envelopment Analysis -- A DEA-centric Decision Support System for Monitoring Efficiency-Based Performance -- Overview on the Value Focused Thinking Methodology -- Using Value Focused Thinking to Develop Performance Criteria & Measures for Information Systems Projects
Control code
978-1-4614-9463-8
Dimensions
unknown
Extent
1 online resource (VII, 231 pages)
Form of item
  • online
  • electronic
Governing access note
Use of this electronic resource may be governed by a license agreement which restricts use to the European University Institute community. Each user is responsible for limiting use to individual, non-commercial purposes, without systematically downloading, distributing, or retaining substantial portions of information, provided that all copyright and other proprietary notices contained on the materials are retained. The use of software, including scripts, agents, or robots, is generally prohibited and may result in the loss of access to these resources for the entire European University Institute community
Isbn
9781461494638
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
52 illustrations, 30 illustrations in color.
Specific material designation
remote
System control number
(OCoLC)868921112

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