TY - BOOK TI - Advances in research methods for information systems research: Data mining, data envelopment analysis value focused thinking SN - 9781461494621(hb) U1 - 004.0151 PY - 2014/// CY - New York PB - Springer KW - Research N1 - 1 Introduction Kweku-Muata Osei-Bryson and Ojelanki Ngwenyama 2 Logical Foundations of Social Science Research Ojelanki Ngwenyama 3 Overview on Decision Tree Induction Kweku-Muata Osei-Bryson 4 An Approach for Using Data Mining to Support Theory Development Kweku-Muata Osei-Bryson and Ojelanki Ngwenyama 5 Application of a Hybrid Induction-Based Approach for Exploring Cumulative Abnormal Returns Francis Kofi Andoh-Baidoo, Kwasi Amoako-Gyampah and Kweku-Muata Osei-Bryson 6 Ethnographic Decision TVee Modeling: An Exploration of Telecentre Usage in the Human Development Context. Arlene Bailey and Ojelanki Ngwenyama 7 Using Association Rules Mining to Facilitate Qualitative Data Analysis in Theory Building Van Li, Manoj Thomas and Kweku-Muata Osei-Bryson 8 Overview on Multivariate Adaptive Regression Splines Kweku-Muata Osei-Bryson 9 Reexamining the Impact of Information Technology Investments on Productivity Using Regression Tree and MARS-Based Analyses Myung Ko and Kweku-Muata Osei-Bryson 10 Overview on Cluster Analysis. Kweku-Muata Osei-Bryson and Sergey Samoilenko 11 Overview on Data Envelopment Analysis Sergey Samoilenko 12 ICT Infrastructure Expansion in Sub-Saharan Africa: An Analysis of Six West African Countries from 1995 to 2002 Felix Bollou 13 A Hybrid DEA/DM-Based DSS for Productivity-Driven Environments Sergey Samoilenko and Kweku-Muata Osei-Bryson 14 Overview of the Value-Focused Thinking Methodology Corlane Barclay 15 A Hybrid VFT-GQM Method for Developing Performance Criteria and Measures. Corlane Barclay and Kweku-Muata Osei-Bryson ER -