The book presents a stochastic analysis based on production risk and application of this method in the industrial sector under production risk where energy use is an input factor. Using South Korea as a case study, the book empirically models energy demand at the industrial level and analyzes the results to identify key determinants of energy demand, productions level, productions risk and energy usage efficiency.

Particular attention is paid to the factors that enhance production risk or increase variations in energy input during production. A dynamic panel model is specified and applied to 25 Korean industrial sectors over the period 1970-2007. The determinants of energy usage are identified and their effects in the form of elasticities of energy usage are estimated. In addition the structural changes in the energy demand pattern are explored. Stochastic production technology is applied to create two primary models: A production model where the energy usage is a determinant of output and an energy demand model based on an inverted factor demand model where demand is a key determinant of the level of energy usage.

The findings reveal that: First, there are large variations in the degree of overuse or inefficiency in energy usage among the individual industries and over time; second, ICT (information and communication technology) capital and labor are substituting energy; third, ICT capital and value added services are two input factors decreasing the variability of energy demand while non-ICT capital, material and labor are increasing the variability of energy demand.  Finally, the results suggest that technical progress contributes more to the increase of mean of energy demand than to the reduction of the level of risk. An emerging recommendation is that industries increase the level of ICT capital and digitalization and invest more in R&D activities and value added services to reduce the uncertainty related to their demand for energy.This study forms the structure of the demand for energy under stochastic production risk for the South Korean industrial sector. Public research programs aimed at the industrial sector should be concerned about both mean and risk properties in research on new technologies and in the investigation of possible alternative energy inputs.

This book describes the state of the art in energy usage analysis and production risk, applying factor requirement methodology. It will be of use as a main or supplementary text in the teaching of advanced graduate courses but also as a reference for those working on empirically advanced research. The book is an important addition to the existing literature on industrial development, with its focus on energy as a core production input.

This book investigates the impact of production input factors on the market, consumer and producer energy demand characteristics in 30 industrial sectors for South Korea over the period 1980–2009, and for Japan over the period 1973-2006, with special emphasis placed on the effects of ICT investment on the demand for energy. A dynamic factor demand model is developed, accounting for the adjustment costs that are defined in terms of forgone output from current production.

It addresses four key aspects of production and energy demand in manufacturing: first, it establishes the various relationships between different factors of production. Second, it investigates whether the energy demand in the industrial sectors in South Korea would be decreased or increased by substituting/complementing with other input factors such as ICT capital and labor. Third, it looks at sources of growth in the industrial sectors through decomposing the Divisia index based total factor productivity (TFP). Finally it provides appropriate policy recommendations based on these findings. The results of this study may provide industrial sectors’ stakeholders and environmental and industrial policy makers with a flexible model that has the capacity to assess outcomes of various policies under certain scenarios.

The factor demand methodology described in this book is very advanced and up-to-date. It can be used when teaching advanced graduate courses and in empirically advanced research. Therefore, it is highly relevant in both teaching as a main or supplementary text and in particular as a reference handbook in conducting empirical research. The focus on ICT effects on energy use makes this book an important addition to the existing literature on industrial development. 

This book investigates the intricacies of resource management performance across various sectors within the Kurdistan Region of Iraq. With 13 in-depth studies, it examines the region''s evolution from an agricultural society to an emerging market since the collapse of the Saddam Hussein regime in 2003. Oil and gas revenue, comprising over 85 percent of fiscal revenues, has attracted multinational companies and international humanitarian organizations, although external factors such as the ISIS conflict and global economic downturns have hindered their performance. Additionally, conflicts with Baghdad and the fallout of the ISIS war have led to double embargoes and economic crises, exacerbated by the region''s provision for 2 million refugees and internally displaced persons. International entities like the IOM and UNDP have played vital roles in supporting the region''s development amid these challenges. Despite these obstacles, the Kurdistan Region demonstrates significant economic potential. By scrutinizing resource management in sectors such as education and electricity, this book offers valuable insights and policy recommendations for researchers, decision-makers, and organizations invested in the region''s growth and stability.

This book is a collection of eight studies covering several areas pertinent to the current technological and banking services situation in the Kurdistan region of Iraq. The economy of the Kurdistan Region of Iraq (KRI) is mainly dependent on oil revenue. The oil export revenue constitutes more than 90% of the government’s fiscal revenue. In addition to that, the public sector plays an excessive role in the economy, with public spending to GDP being over 70% while revenue from taxation constitutes less than 30% of total revenue. 

As the economy is not diversified, there is a large gap between demand and supply of locally produced tradeable goods, leaving the KRI economy highly dependent on imports. Another structural challenge of the KRI economy is its dependence on cash and a weekly financial system. Although the region has witnessed extraordinary economic growth from 2008 to 2014, the growth rate decreased from 8 to 1 percent, trade and investment dropped to 5 percent, and the unemployment rate significantly increased to over 20% by the end of the year 2019. To maintain the progress of economic development, it is necessary to upgrade the country’s industrial structure in order to be able to generate more value-added products, which requires advancement in technological infrastructure to employ more sophisticated technologies. 

There is not much written about Kurdistan and its economy, and yet there is a comprehensive development plan and resources to be used for education, research, rehabilitation, development, and reconstruction. As such, this book would be of interest to researchers, decision-makers, governmental and non-governmental organizations, undergraduate and graduate students, and the general public with an interest in the Middle East and contemporary Kurdish issues. It is a good up-to-date handbook for policymakers and NGOs involved in the rehabilitation, reconstruction, and development of Iraq. 

The book presents a stochastic analysis based on production risk and application of this method in the industrial sector under production risk where energy use is an input factor. Using South Korea as a case study, the book empirically models energy demand at the industrial level and analyzes the results to identify key determinants of energy demand, productions level, productions risk and energy usage efficiency.

Particular attention is paid to the factors that enhance production risk or increase variations in energy input during production. A dynamic panel model is specified and applied to 25 Korean industrial sectors over the period 1970-2007. The determinants of energy usage are identified and their effects in the form of elasticities of energy usage are estimated. In addition the structural changes in the energy demand pattern are explored. Stochastic production technology is applied to create two primary models: A production model where the energy usage is a determinant of output and an energy demand model based on an inverted factor demand model where demand is a key determinant of the level of energy usage.

The findings reveal that: First, there are large variations in the degree of overuse or inefficiency in energy usage among the individual industries and over time; second, ICT (information and communication technology) capital and labor are substituting energy; third, ICT capital and value added services are two input factors decreasing the variability of energy demand while non-ICT capital, material and labor are increasing the variability of energy demand.  Finally, the results suggest that technical progress contributes more to the increase of mean of energy demand than to the reduction of the level of risk. An emerging recommendation is that industries increase the level of ICT capital and digitalization and invest more in R&D activities and value added services to reduce the uncertainty related to their demand for energy.This study forms the structure of the demand for energy under stochastic production risk for the South Korean industrial sector. Public research programs aimed at the industrial sector should be concerned about both mean and risk properties in research on new technologies and in the investigation of possible alternative energy inputs.

This book describes the state of the art in energy usage analysis and production risk, applying factor requirement methodology. It will be of use as a main or supplementary text in the teaching of advanced graduate courses but also as a reference for those working on empirically advanced research. The book is an important addition to the existing literature on industrial development, with its focus on energy as a core production input.

This book investigates the impact of production input factors on the market, consumer and producer energy demand characteristics in 30 industrial sectors for South Korea over the period 1980–2009, and for Japan over the period 1973-2006, with special emphasis placed on the effects of ICT investment on the demand for energy. A dynamic factor demand model is developed, accounting for the adjustment costs that are defined in terms of forgone output from current production.

It addresses four key aspects of production and energy demand in manufacturing: first, it establishes the various relationships between different factors of production. Second, it investigates whether the energy demand in the industrial sectors in South Korea would be decreased or increased by substituting/complementing with other input factors such as ICT capital and labor. Third, it looks at sources of growth in the industrial sectors through decomposing the Divisia index based total factor productivity (TFP). Finally it provides appropriate policy recommendations based on these findings. The results of this study may provide industrial sectors’ stakeholders and environmental and industrial policy makers with a flexible model that has the capacity to assess outcomes of various policies under certain scenarios.

The factor demand methodology described in this book is very advanced and up-to-date. It can be used when teaching advanced graduate courses and in empirically advanced research. Therefore, it is highly relevant in both teaching as a main or supplementary text and in particular as a reference handbook in conducting empirical research. The focus on ICT effects on energy use makes this book an important addition to the existing literature on industrial development. 

This book investigates the intricacies of resource management performance across various sectors within the Kurdistan Region of Iraq. With 13 in-depth studies, it examines the region''s evolution from an agricultural society to an emerging market since the collapse of the Saddam Hussein regime in 2003. Oil and gas revenue, comprising over 85 percent of fiscal revenues, has attracted multinational companies and international humanitarian organizations, although external factors such as the ISIS conflict and global economic downturns have hindered their performance. Additionally, conflicts with Baghdad and the fallout of the ISIS war have led to double embargoes and economic crises, exacerbated by the region''s provision for 2 million refugees and internally displaced persons. International entities like the IOM and UNDP have played vital roles in supporting the region''s development amid these challenges. Despite these obstacles, the Kurdistan Region demonstrates significant economic potential. By scrutinizing resource management in sectors such as education and electricity, this book offers valuable insights and policy recommendations for researchers, decision-makers, and organizations invested in the region''s growth and stability.

This book is a collection of eight studies covering several areas pertinent to the current technological and banking services situation in the Kurdistan region of Iraq. The economy of the Kurdistan Region of Iraq (KRI) is mainly dependent on oil revenue. The oil export revenue constitutes more than 90% of the government’s fiscal revenue. In addition to that, the public sector plays an excessive role in the economy, with public spending to GDP being over 70% while revenue from taxation constitutes less than 30% of total revenue. 

As the economy is not diversified, there is a large gap between demand and supply of locally produced tradeable goods, leaving the KRI economy highly dependent on imports. Another structural challenge of the KRI economy is its dependence on cash and a weekly financial system. Although the region has witnessed extraordinary economic growth from 2008 to 2014, the growth rate decreased from 8 to 1 percent, trade and investment dropped to 5 percent, and the unemployment rate significantly increased to over 20% by the end of the year 2019. To maintain the progress of economic development, it is necessary to upgrade the country’s industrial structure in order to be able to generate more value-added products, which requires advancement in technological infrastructure to employ more sophisticated technologies. 

There is not much written about Kurdistan and its economy, and yet there is a comprehensive development plan and resources to be used for education, research, rehabilitation, development, and reconstruction. As such, this book would be of interest to researchers, decision-makers, governmental and non-governmental organizations, undergraduate and graduate students, and the general public with an interest in the Middle East and contemporary Kurdish issues. It is a good up-to-date handbook for policymakers and NGOs involved in the rehabilitation, reconstruction, and development of Iraq.