Abstract

This paper (Multidimensional KTAB) is a technical discussion paper designed as a follow on to An Introduction to the KAPSARC Toolkit for Behavioral Analysis using one-dimensional spatial models (Unidimensional KTAB). It extends the original framework of KTAB to explain the analysis described in the recently released KAPSARC discussion paper Reforming the Role of State-Owned Enterprise in China’s Energy Sector: An Analysis of Collective DecisionMaking Processes Using the KAPSARC Toolkit for Behavioral Analysis (Chinese SOE Reform).

Authors

Brian Efird

Program Director Dr. Brian Efird is the program director for Policy and Decision Science. He manages a multidisciplinary, multi-national team of researchers… Dr. Brian Efird is the program director for Policy and Decision Science. He manages a multidisciplinary, multi-national team of researchers who work on quantitative models of collective decision-making processes (CDMP), geospatial information system applications to energy economics and energy policy, demography and energy, and energy policy studies of countries in the Gulf Cooperation Council (GCC) region. Dr. Efird is co-editor-in-chief of a new journal from Springer Scientific called Energy Transitions. He was previously a senior research fellow at the National Defense University in Washington, D.C.; a consultant on defense and international security matters in Washington; and a consultant applying quantitative models to support corporate, investment banking, and legal negotiations in New York.

Expertise

  • Behavioral modeling
  • Geopolitics
  • Defense and national security studies
  • Human geography
  • Strategic communication

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Imtenan Al-Mubarak

Acting Head of Research Strategy Management Office Imtenan Al-Mubarak is the acting head of KAPSARC’s Research Strategy Management Office. She was previously a research fellow at KAPSARC,… Imtenan Al-Mubarak is the acting head of KAPSARC’s Research Strategy Management Office. She was previously a research fellow at KAPSARC, focusing on policy research with an emphasis on data science and machine learning. Before joining KAPSARC, Imtenan worked at several companies in Chicago, and at Electronia in Dammam and Saudi Aramco in Dhahran, Saudi Arabia. She holds a master’s degree with distinction from DePaul University, Chicago, for which she was awarded the Golden Key International Honor. She is a certified Project Management Professional (PMP) and a member of several professional organizations. She is a Future Energy Leader at the World Energy Council in London and a board member at a non-profit organization in San Francisco. She also holds a patent in the United States (issued November 8, 2016).

Expertise

  • Data science
  • Machine learning
  • Industry and entrepreneurship
  • Game theory
  • Bargaining models
  • Behavioral analysis
  • Policy assessment
  • Geopolitics
  • GCC energy policies and economics
  • Transition management.

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Lama Yaseen

Senior Research Analyst Lama is a software developer and senior research analyst in KAPSARC’s Policy and Decision Science program. She is one of… Lama is a software developer and senior research analyst in KAPSARC’s Policy and Decision Science program. She is one of the main contributors to the KAPSARC Toolkit for Behavioral Analysis (KTAB). Lama is also working on a project examining renewable energy policies in the GCC, which identifies effective policies to promote deployment of renewable energy. In addition, she is developing a project on energy access in humanitarian assistance missions, which aims to provide a better understanding of basic energy demand in displaced communities.

Expertise

  • Research tool development
  • Modeling collective descision making processes
  • GCC cooperation
  • Energy access for humanitarian assistance.

Publications See all Lama Yaseen’s publications

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