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The Resource Advances in research methods for information systems research : data mining, data envelopment analysis, value focused thinking, Osei-Bryson, Kweku-Muata, Ojelanki Ngwenyama, editors
Advances in research methods for information systems research : data mining, data envelopment analysis, value focused thinking, Osei-Bryson, Kweku-Muata, Ojelanki Ngwenyama, editors
Resource Information
The item Advances in research methods for information systems research : data mining, data envelopment analysis, value focused thinking, Osei-Bryson, Kweku-Muata, Ojelanki Ngwenyama, editors represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in University of Oklahoma Libraries.This item is available to borrow from all library branches.
Resource Information
The item Advances in research methods for information systems research : data mining, data envelopment analysis, value focused thinking, Osei-Bryson, Kweku-Muata, Ojelanki Ngwenyama, editors represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in University of Oklahoma Libraries.
This item is available to borrow from all library branches.
- 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
- Language
- eng
- Extent
- 1 online resource (229 pages)
- Contents
-
- Application of a Hybrid Induction-Based Approach for Exploring Cumulative Abnormal Returns
- Francis Kofi Andoh-Baidoo, Kwasi Amoako-Gyampah and Kweku-Muata Osei-Bryson
- Ethnographic Decision Tree Modelling: An Exploration of Telecentre Usage in the Human Development Context
- Arlene Bailey and Ojelanki Ngwenyama
- Using Association Rules Mining to Facilitate Qualitative Data Analysis in Theory Building
- Yan Li, Manoj Thomas and Kweku-Muata Osei-Bryson
- Overview on Multivariate Adaptive Regression Splines
- Kweku-Muata Osei-Bryson
- Reexamining the Impact of Information Technology Investments on Productivity Using Regression Tree- and MARS-Based Analyses
- Myung Ko and Kweku-Muata Osei-Bryson
- Introduction
- Overview on Cluster Analysis
- Kweku-Muata Osei-Bryson and Sergey Samoilenko
- Overview on Data Envelopment Analysis
- Sergey Samoilenko
- ICT Infrastructure Expansion in Sub-Saharan Africa: An Analysis of Six West African Countries from 1995 to 2002
- Felix Bollou
- A Hybrid DEA-/DM-Based DSS for Productivity-Driven Environments
- Sergey Samoilenko and Kweku-Muata Osei-Bryson
- Overview of the Value-Focused Thinking Methodology
- Corlane Barclay
- Kweku-Muata Osei-Bryson and Ojelanki Ngwenyama
- A Hybrid VFT-GQM Method for Developing Performance Criteria and Measures
- Corlane Barclay and Kweku-Muata Osei-Bryson
- Logical Foundations of Social Science Research
- Ojelanki Ngwenyama
- Overview on Decision Tree Induction
- Kweku-Muata Osei-Bryson
- An Approach for Using Data Mining to Support Theory Development
- Kweku-Muata Osei-Bryson and Ojelanki Ngwenyama
- 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
- Isbn
- 9781461494638
- 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
- Osei-Bryson, Kweku-Muata, Ojelanki Ngwenyama, editors
- Subject
-
- COMPUTERS -- Data Processing
- Business and Management
- COMPUTERS -- Reference
- Affaires
- Information Systems and Communication Service
- COMPUTERS -- Hardware | General
- Electronic books
- Management information systems -- Research
- COMPUTERS -- Computer Science
- Electronic data processing -- Research | Data processing
- IT in Business
- COMPUTERS -- Machine Theory
- Science économique
- COMPUTERS -- Information Technology
- Computer science -- Mathematics
- Data Mining and Knowledge Discovery
- COMPUTERS -- Computer Literacy
- Management information systems -- Research
- Computer science -- Mathematics
- 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
- Cataloging source
- E7B
- Dewey number
- 004.01/51
- Illustrations
- illustrations
- Index
- index present
- LC call number
- QA76.9.M35
- LC item number
- A49 2014eb
- Literary form
- non fiction
- Nature of contents
-
- dictionaries
- bibliography
- http://library.link/vocab/relatedWorkOrContributorName
-
- Ngwenyama, Ojelanki
- Osei-Bryson, Kweku-Muata
- Series statement
- Integrated series in information systems,
- Series volume
- v. 34
- http://library.link/vocab/subjectName
-
- Computer science
- Electronic data processing
- Management information systems
- COMPUTERS
- COMPUTERS
- COMPUTERS
- COMPUTERS
- COMPUTERS
- COMPUTERS
- COMPUTERS
- Science économique
- Affaires
- Computer science
- Management information systems
- Business and Management
- IT in Business
- Data Mining and Knowledge Discovery
- Information Systems and Communication Service
- Label
- Advances in research methods for information systems research : data mining, data envelopment analysis, value focused thinking, Osei-Bryson, Kweku-Muata, Ojelanki Ngwenyama, editors
- Bibliography note
- Includes bibliographical references and index
- Carrier category
- online resource
- Carrier category code
-
- cr
- Carrier MARC source
- rdacarrier
- Color
- multicolored
- Content category
- text
- Content type code
-
- txt
- Content type MARC source
- rdacontent
- Contents
-
- Application of a Hybrid Induction-Based Approach for Exploring Cumulative Abnormal Returns
- Francis Kofi Andoh-Baidoo, Kwasi Amoako-Gyampah and Kweku-Muata Osei-Bryson
- Ethnographic Decision Tree Modelling: An Exploration of Telecentre Usage in the Human Development Context
- Arlene Bailey and Ojelanki Ngwenyama
- Using Association Rules Mining to Facilitate Qualitative Data Analysis in Theory Building
- Yan Li, Manoj Thomas and Kweku-Muata Osei-Bryson
- Overview on Multivariate Adaptive Regression Splines
- Kweku-Muata Osei-Bryson
- Reexamining the Impact of Information Technology Investments on Productivity Using Regression Tree- and MARS-Based Analyses
- Myung Ko and Kweku-Muata Osei-Bryson
- Introduction
- Overview on Cluster Analysis
- Kweku-Muata Osei-Bryson and Sergey Samoilenko
- Overview on Data Envelopment Analysis
- Sergey Samoilenko
- ICT Infrastructure Expansion in Sub-Saharan Africa: An Analysis of Six West African Countries from 1995 to 2002
- Felix Bollou
- A Hybrid DEA-/DM-Based DSS for Productivity-Driven Environments
- Sergey Samoilenko and Kweku-Muata Osei-Bryson
- Overview of the Value-Focused Thinking Methodology
- Corlane Barclay
- Kweku-Muata Osei-Bryson and Ojelanki Ngwenyama
- A Hybrid VFT-GQM Method for Developing Performance Criteria and Measures
- Corlane Barclay and Kweku-Muata Osei-Bryson
- Logical Foundations of Social Science Research
- Ojelanki Ngwenyama
- Overview on Decision Tree Induction
- Kweku-Muata Osei-Bryson
- An Approach for Using Data Mining to Support Theory Development
- Kweku-Muata Osei-Bryson and Ojelanki Ngwenyama
- 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
- Dimensions
- unknown
- Extent
- 1 online resource (229 pages)
- Form of item
- online
- Isbn
- 9781461494638
- Media category
- computer
- Media MARC source
- rdamedia
- Media type code
-
- c
- Note
- SpringerLink
- Other control number
- 10.1007/978-1-4614-9463-8
- Other physical details
- illustrations.
- Specific material designation
- remote
- System control number
-
- (OCoLC)868921112
- (OCoLC)ocn868921112
- Label
- Advances in research methods for information systems research : data mining, data envelopment analysis, value focused thinking, Osei-Bryson, Kweku-Muata, Ojelanki Ngwenyama, editors
- Bibliography note
- Includes bibliographical references and index
- Carrier category
- online resource
- Carrier category code
-
- cr
- Carrier MARC source
- rdacarrier
- Color
- multicolored
- Content category
- text
- Content type code
-
- txt
- Content type MARC source
- rdacontent
- Contents
-
- Application of a Hybrid Induction-Based Approach for Exploring Cumulative Abnormal Returns
- Francis Kofi Andoh-Baidoo, Kwasi Amoako-Gyampah and Kweku-Muata Osei-Bryson
- Ethnographic Decision Tree Modelling: An Exploration of Telecentre Usage in the Human Development Context
- Arlene Bailey and Ojelanki Ngwenyama
- Using Association Rules Mining to Facilitate Qualitative Data Analysis in Theory Building
- Yan Li, Manoj Thomas and Kweku-Muata Osei-Bryson
- Overview on Multivariate Adaptive Regression Splines
- Kweku-Muata Osei-Bryson
- Reexamining the Impact of Information Technology Investments on Productivity Using Regression Tree- and MARS-Based Analyses
- Myung Ko and Kweku-Muata Osei-Bryson
- Introduction
- Overview on Cluster Analysis
- Kweku-Muata Osei-Bryson and Sergey Samoilenko
- Overview on Data Envelopment Analysis
- Sergey Samoilenko
- ICT Infrastructure Expansion in Sub-Saharan Africa: An Analysis of Six West African Countries from 1995 to 2002
- Felix Bollou
- A Hybrid DEA-/DM-Based DSS for Productivity-Driven Environments
- Sergey Samoilenko and Kweku-Muata Osei-Bryson
- Overview of the Value-Focused Thinking Methodology
- Corlane Barclay
- Kweku-Muata Osei-Bryson and Ojelanki Ngwenyama
- A Hybrid VFT-GQM Method for Developing Performance Criteria and Measures
- Corlane Barclay and Kweku-Muata Osei-Bryson
- Logical Foundations of Social Science Research
- Ojelanki Ngwenyama
- Overview on Decision Tree Induction
- Kweku-Muata Osei-Bryson
- An Approach for Using Data Mining to Support Theory Development
- Kweku-Muata Osei-Bryson and Ojelanki Ngwenyama
- 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
- Dimensions
- unknown
- Extent
- 1 online resource (229 pages)
- Form of item
- online
- Isbn
- 9781461494638
- Media category
- computer
- Media MARC source
- rdamedia
- Media type code
-
- c
- Note
- SpringerLink
- Other control number
- 10.1007/978-1-4614-9463-8
- Other physical details
- illustrations.
- Specific material designation
- remote
- System control number
-
- (OCoLC)868921112
- (OCoLC)ocn868921112
Subject
- Affaires
- Business and Management
- COMPUTERS -- Computer Literacy
- COMPUTERS -- Computer Science
- COMPUTERS -- Data Processing
- COMPUTERS -- Hardware | General
- COMPUTERS -- Information Technology
- COMPUTERS -- Machine Theory
- COMPUTERS -- Reference
- Computer science -- Mathematics
- Computer science -- Mathematics
- Data Mining and Knowledge Discovery
- Electronic books
- Electronic data processing -- Research | Data processing
- IT in Business
- Information Systems and Communication Service
- Management information systems -- Research
- Management information systems -- Research
- Science économique
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