Self-defeating austerity? Assessing the impact of fiscal consolidations on unemployment

The great recession of 2008/2009 has had a huge impact on unemployment and public finances in most advanced countries, and these impacts were magnified in the southern Euro area countries by the sovereign debt crisis of 2010/2011. The fiscal consolidation imposed by the European Union on highly indebted countries was based on the assumptions of the so-called expansionary austerity. However, the reality so far shows proof to the contrary, and the results of this paper support the opposing view of a self- defeating austerity. Based on the input-output relations of the productive system, an unemployment rate/budget balance trade-off equation is derived, as well as the impact of a strong fiscal consolidation based on social transfers and the notion of neutral budget balance. An application to the Portuguese case confirms the huge costs of a strong fiscal consolidation, both in terms of unemployment and social policy regress, and it allows one to conclude that too much consolidation in one year makes consolidation more difficult in the following year.

A novel approach to reduce fire exposure and promote nature conservation in Mediterranean ecosystems: the case study of Reserva Natural da Serra da Malcata, Portugal

Mestrado Mediterranean Forestry and Natural Resources Management - Instituto Superior de Agronomia - UL

Inter-industry analysis and monetary policy evaluations in the Korean flow of funds accounts

This study mainly aims to provide an inter-industry analysis through the subdivision of various industries in flow of funds (FOF) accounts. Combined with the Financial Statement Analysis data from 2004 and 2005, the Korean FOF accounts are reconstructed to form "from-whom-to-whom" basis FOF tables, which are composed of 115 institutional sectors and correspond to tables and techniques of input–output (I–O) analysis. First, power of dispersion indices are obtained by applying the I–O analysis method. Most service and IT industries, construction, and light industries in manufacturing are included in the first quadrant group, whereas heavy and chemical industries are placed in the fourth quadrant since their power indices in the asset-oriented system are comparatively smaller than those of other institutional sectors. Second, investments and savings, which are induced by the central bank, are calculated for monetary policy evaluations. Industries are bifurcated into two groups to compare their features. The first group refers to industries whose power of dispersion in the asset-oriented system is greater than 1, whereas the second group indicates that their index is less than 1. We found that the net induced investments (NII)–total liabilities ratios of the first group show levels half those of the second group since the former's induced savings are obviously greater than the latter.

Productivity growth and the structure of production

In this study, interactions between potential hierarchical value chains existing in the production structure and industry-wise productivity growths are sought. We applied generalized Chenery-Watanabe heuristics for matrix linearity maximization to triangulate the input-output incidence matrix for both Japan and the Republic of Korea, finding the potential directed flow of values spanning the industrial sectors of the basic (disaggregated) industry classifications for both countries. Sector specific productivity growths were measured by way of the Trönquvist index, using the 2000-2005 linked input-output tables for both Japan and Korea.

Modelo de gestión del conocimiento para el impacto económico. Aplicación al sector defensa

En el escenario actual macro económico la toma de decisiones en materia económica de cualquier entidad pública debe de estar sustentada por una adecuada inteligencia económica. Es prioritario disponer de modelos, procesos, técnicas y herramientas que permitan garantizar un control adecuado de todas sus inversiones. En la presente tesis exponemos un modelo de gestión del conocimiento basado en el marco Input-Output (IO), que nos permite conocer el impacto económico de los programas públicos. Este modelo está soportado por un sistema de información que coadyuvará a los analistas económicos para la toma de decisiones en el campo de las inversiones públicas. El principal objetivo de la tesis es la creación y desarrollo de este modelo denominado MOCIE (Modelo del Conocimiento para el Impacto Económico). No obstante, en la tesis además de profundizar sobre este modelo y la gestión del conocimiento en materia económica de los grandes programas públicos, se ha realizado un estudio que ha abarcado diferentes líneas de investigación complementarias como el análisis IO, la ingeniería y la arquitectura de sistemas de la información, la economía de la Defensa o la computación genética. El modelo propuesto en esta tesis se ha puesto en práctica en un sector económico muy específico dentro de la economía nacional: el sector de la defensa. Por tanto, ha sido también necesario realizar un estudio en profundidad del propio sector y de la gestión de los programas públicos en el ámbito de la Defensa. MOCIE se estructura a través de tres capas de gestión del conocimiento que nos permiten, por un lado, la percepción de los componentes existentes en el entorno de las inversiones públicas y la comprensión de su significado en términos de impacto económico y su relación con el resto de variables macroeconómicas nacionales y, por otro, la proyección y monitorización de su estado a lo largo de todo el ciclo de vida de los programas públicos...

La articulación productiva como elemento clave para el desarrollo económico: la experiencia de España, Corea del Sur y México frente al proceso de internacionalización de la producción, 1980-2000

La articulación productiva, como una característica esencial de la estructura económica, es un tema poco analizado por la teoría económica. Por lo tanto, esta tesis pretende incorporarla en el análisis económico de manera explícita, para estudiar los efectos que tienen sobre las características de las estructuras económicas la actual forma de organización de la producción y el comercio a nivel mundial. La investigación analiza las repercusiones de la producción fragmentada sobre las características de las estructuras económicas y los posibles efectos para el desarrollo económico. Se estudian tres países – Corea del Sur, España y México –, caracterizados por una fuerte integración internacional. Con el fin de evaluar el desempeño económico bajo modelos de desarrollo disímiles, se comparan el año de 1980 con al primer decenio del 2000, con el empleo de tablas input-output (TIO)...

Bienes de capital, flujos tecnológicos y cambio estructural: los casos de Estados Unidos, Japón y Alemania, 1980-2005

La innovación tecnológica se encuentra estrechamente vinculada con el desenvolvimiento de la estructura productiva. Durante mucho tiempo, esta relación era muy evidente, ya que la tecnología como fuente impulsora del crecimiento se asociaba a la inversión en maquinaria y equipo. Ésta última, integraba el componente de innovación que generaba el incremento en productividad. El modelo neoclásico ortodoxo centro el estudio del crecimiento económico en el estudio de Solow (1957), quien explica que la fuente del crecimiento se encuentra en un factor exógeno, que identifica como cambio tecnológico y, de esta manera, resta importancia a la inversión como un determinante del incremento en el producto. En consecuencia, los aportes teóricos recientes, particularmente el neoclásico, centran su atención en los factores que inciden en la generación y desarrollo de innovaciones, pero dejan de lado la vinculación con la estructura económica. En este trabajo se analiza la importancia de los bienes de capital en Alemania, Japón y Estados Unidos, empleando tablas input-output, durante 1980 y 2005, definiendo la vinculación entre cambio tecnológico y la estructura productiva. 1. Síntesis El objetivo es demostrar que la industria de bienes de capital vincula la dinámica tecnológica y los procesos de innovación con el desenvolvimiento de la estructura productiva, por ser clave en el desarrollo económico como fuerza motriz del sistema al generar cambio tecnológico, transferir innovaciones y articular el cambio tecnológico con la estructura productiva. De la Tesis se extraen los siguientes resultados: a) Desde una visión teórica Nathan Rosenberg justifica la importancia de los bienes de capital, por su capacidad de generar cambio tecnológico incorporado, así como por su carácter articulador con otros sectores productivos, favoreciendo el proceso de desarrollo económico. Por el lado metodológico, el análisis input-output resulta ser el más idóneo para el propósito de la investigación. b) La importancia del cambio tecnológico Mediante el estudio de patentes, se demostró que la dinámica de innovación del sector está relacionada con los flujos de conocimiento, al crear y difundir innovaciones, y por su habilidad de asimilar los avances generados en otros sectores. Con el empleo del “Análisis de Flujo Mínimo”, se determina que los bienes de capital juegan un papel destacado por sus efectos de propagación del esfuerzo innovador; asimismo, por ser generadores de innovaciones, su inversión en I+D se traduce en una alta capacidad para impactar a los sectores con los que se vincula...

Participation of portuguese manufacturing industry in global value chains

Portugal’s manufacturing sector has a significant importance both in national income and employment. As has been pointed out by several researchers, the traditional methods of analysis fail to grasp all the dimensions of economic competitiveness. This dissertation is then, at its core, an analysis of Portugal’s manufacturing industry in terms of the latter’s value added to production and impact to employment under the framework of global value chains. The current dissertation seeks to study in which way the Portuguese manufacturing industry, and its respective sectors, has a direct and indirect impact on the creation of value added and employment and how this impact can be measured. For development of this work the input-output approach for calculation of multipliers and the new framework proposed by Timmer et al. (2013) for calculation of GVC income and GVC jobs indicators were used, elaborated on the basis of the WIOD project dataset. Moreover, to illustrate the application of the provided methodology the Portuguese textile industry was used as an example. It was found that the changes in final demand of such sectors as Pulp, Paper, Printing and Publishing; Machinery, Nec and Textiles and Textile Products would have a larger impact on generated value added than other manufacturing sectors. At the same time, employment created by the changes in final demand would be more impacted by such sectors as Food, Beverages and Tobacco; Wood and Products of Wood and Cork and Textiles and Textile Products. In this regard, the number of low-skilled workers in Portugal seems to be more effected by changes in final demand, than those occupied by higher -skilled individuals. Moreover, it was found that the distribution of GVC income and GVC jobs for the Portuguese manufacturing industry shares a similar outlook. However, upon closer inspection of GVC labour distribution by skill levels there seems to exist a general progression in which low-skilled jobs requirements are met by local resources, while the need for higher skilled jobs require a greater “off-shoring” of work The results obtained through calculations of presented multipliers provide a powerful tool for policy makers in strategic planning of development of national economy. Using the provided methodology and obtained results, a government and supranational organizations could define which industry would have the greatest impact for an additional unit of output generated through the economy, and thus define the sectors for further investments.

Acerca da importância do primeiro quadrante da MIO-Alentejo

Chama-se a atenção para a importância fundamental (e sua possível utilização, em termos de políticas públicas de base regional) do primeiro quadrante da matriz input-output para a região Alentejo.

“Análise da Eficiência, Eficácia e Mortalidade Empresarial”

Este artigo analisa a eficácia e a eficiência do Programa Leader + e a mortalidade das empresas que beneficiaram de apoio financeiro no âmbito desta política pública, nas regiões Norte e Alentejo, no período de 2000 a 2006. A análise da eficácia e da eficiência incide sobre a totalidade dos projetos de investimento financiados e o estudo da mortalidade empresarial inclui apenas as empresas do sector privado, com atividade e/ou sede nas regiões citadas, que beneficiaram de financiamento. A avaliação da eficácia e da eficiência sustentou-se em indicadores de realização, indicadores de resultado e no rácio input-output. A sustentabilidade da política pública foi avaliada com base nas taxa de mortalidade das empresas e no estudo da relação entre a mortalidade empresarial e as variáveis região de pertença, atividade da empresa e número de sócios. O estudo permitiu encontrar diferenças entre as duas regiões ao nível da eficácia e da eficiência da política pública, bem como ao nível da mortalidade empresarial.

Development and characterization of deep learning techniques for neuroimaging data

Deep learning methods are extremely promising machine learning tools to analyze neuroimaging data. However, their potential use in clinical settings is limited because of the existing challenges of applying these methods to neuroimaging data. In this study, first a data leakage type caused by slice-level data split that is introduced during training and validation of a 2D CNN is surveyed and a quantitative assessment of the model’s performance overestimation is presented. Second, an interpretable, leakage-fee deep learning software written in a python language with a wide range of options has been developed to conduct both classification and regression analysis. The software was applied to the study of mild cognitive impairment (MCI) in patients with small vessel disease (SVD) using multi-parametric MRI data where the cognitive performance of 58 patients measured by five neuropsychological tests is predicted using a multi-input CNN model taking brain image and demographic data. Each of the cognitive test scores was predicted using different MRI-derived features. As MCI due to SVD has been hypothesized to be the effect of white matter damage, DTI-derived features MD and FA produced the best prediction outcome of the TMT-A score which is consistent with the existing literature. In a second study, an interpretable deep learning system aimed at 1) classifying Alzheimer disease and healthy subjects 2) examining the neural correlates of the disease that causes a cognitive decline in AD patients using CNN visualization tools and 3) highlighting the potential of interpretability techniques to capture a biased deep learning model is developed. Structural magnetic resonance imaging (MRI) data of 200 subjects was used by the proposed CNN model which was trained using a transfer learning-based approach producing a balanced accuracy of 71.6%. Brain regions in the frontal and parietal lobe showing the cerebral cortex atrophy were highlighted by the visualization tools.

Development and Automatization of a Planar Jet Wind Tunnel for the X-wire Calibration

The scope of this study is to design an automatic control system and create an automatic x-wire calibrator for a facility named Plane Air Tunnel; whose exit creates planar jet flow. The controlling power state as well as automatic speed adjustment of the inverter has been achieved. Thus, the wind tunnel can be run with respect to any desired speed and the x-wire can automatically be calibrated at that speed. To achieve that, VI programming using the LabView environment was learned, to acquire the pressure and temperature, and to calculate the velocity based on the acquisition data thanks to a pitot-static tube. Furthermore, communication with the inverter to give the commands for power on/off and speed control was also done using the LabView VI coding environment. The connection of the computer to the inverter was achieved by the proper cabling using DAQmx Analog/Digital (A/D) input/output (I/O). Moreover, the pressure profile along the streamwise direction of the plane air tunnel was studied. Pressure tappings and a multichannel pressure scanner were used to acquire the pressure values at different locations. Thanks to that, the aerodynamic efficiency of the contraction ratio was observed, and the pressure behavior was related to the velocity at the exit section. Furthermore, the control of the speed was accomplished by implementing a closed-loop PI controller on the LabView environment with and without using a pitot-static tube thanks to the pressure behavior information. The responses of the two controllers were analyzed and commented on by giving suggestions. In addition, hot wire experiments were performed to calibrate automatically and investigate the velocity profile of a turbulent planar jet. To be able to analyze the results, the physics of turbulent planar jet flow was studied. The fundamental terms, the methods used in the derivation of the equations, velocity profile, shear stress behavior, and the effect of vorticity were reviewed.

Operator, organizational, direct support, and general support maintenance manual : motor generator, power supply generator, 60 kw, 120/208, 240/416 volt, 3-phase, 4 wire service, 400 hertz, DC component output, 28 volt, 10 amp, motor input AC, 416 volt, 3-phase, 60 hertz, portable skid mounted (General Dynamics Corp. model 14105008), FSN 6125-917-2244.

"June 1971."

Organizational, DS, GS and depot maintenance repair parts : motor-generator-power supply, 30 KW, input 60 cycle; output, 400 cycle (Hollingsworth models JH-32) ... model JH-32G (FSN 6125-506-3014).

Includes index.

Operator, organizational, direct and general support, and depot maintenance manual : motor generator power supply, generator - 60 KW, AC, 120/208V, 240/416V, 3 phase, 4 wire service, 400 cycle, DC component output, 28V, 10 amp, motor input, AC, 120/208V, 240/416V, 3 phase, 60 cycle, skid mounted (John R. Hollingsworth Co. model JHMX60G) FSN 61225-963-6712.

Includes index.