Differences between regional income and regional GDP in Hungary
|
|
- Morgan Harper
- 7 years ago
- Views:
Transcription
1 Differences between regional income and regional GDP in Hungary György Budaházy Paper presented to the 48 th Congress of the European Regional Science Association Liverpool, UK, August 2008 György Budaházy Tomori Pál College Kalocsa Hungary 1
2 Abstract There are two aims of this paper. On the one hand, it provides some critical reflections of the existing methods and used indicators of the examinations and interpretations of spatial income differences. While many papers use regional GDP data as a proxy for regional income, it will be demonstrated that GDP per capita is not an appropriate indicator of regional income differences because of two main reasons: difference of regions of workplaces and the regions where the employed live (it is most important in city regions and the neighbouring regions, like for example Inner London and Outer London); and the spatial differences of capital intensive activities. There are other problems with the localization of gross domestic product within countries. Moreover, the differences between GDP per capita and personal income is an important economic indicator of the local economies itself. On the other hand the paper demonstrates by Hungarian time series the differences between regional GDP and regional income. Keywords: Regional GDP, Regional income level, Relation between GDP and income, Hungary JEL Classification: N97, O18 2
3 Introduction One aim of this paper to show that while many papers use regional GDP data as a proxy for regional income, GDP per capita is not an appropriate indicator of regional income differences because of two main reasons: difference of regions of workplaces and the regions where the employed live (it is most important in city regions and the neighbouring regions, like for example Inner London and Outer London); and the spatial differences of capital intensive activities. There are other problems with the localization of gross domestic product within countries. Moreover, the differences between GDP per capita and personal income is an important economic indicator of the local economies itself. The second aim of the paper is to demonstrate by Hungarian time series the differences between regional GDP and regional income, and decomposes the various demographic and economic impacts which explain the regional income differences. About the usability of regional GDP Gross domestic product is one of the most popular economic and social indicator. However, the interpretation of GDP is not free from misunderstandings. For example, Wikipedia defines GDP in such way: The gross domestic product (GDP) or gross domestic income (GDI) is one of the measures of national income and output for a given country's economy. GDP is defined as the total market value of all final goods and services produced within the country in a given period of time (usually a calendar year). The mistake in this definition (there are elementary failures in later part of this Wikipedia article also) is the disturbing mixing the production and income side of the economic activity: GDP is not an indicator of incomes but an indicator of production. The country level GDP can be measured three different ways: expenditure method, output method (or production method, industry of origin method) and income method. The three different ways should give in principle the same results. In practice there are always differences because of not perfect matching of various statistical databases and data sources. Counting regional GDP the industry of origin method is applicable, because there is not any statistical data about the interregional flows of income and goods. It is available only on country level (with many potential sources of uncertainty and mistakes). 3
4 It is important to distinguish various types of localization problems. It is not an aim of my paper to give a detailed discussion about the various problems 1, I present only a list about it: 1. Indivisible activities under country level (foreign affairs, activities on seas). 2. The activity is linked to interregional movements (transport, electricity) or activity can be conducted only in a spatial network (banking system, post, non-profit organizations such as political parts and the Church). 3. Companies with more than one company seat Activities outside the company seat. 5. The accuracy of statistical data from the spatial point of view. The various problems mean that the results concerning the regional GDP must be treated as an estimation with much more methodology dependencies than occurred in the country level GDP results. However, if we were able to produce a correct and not methodology dependent regional GDP measure, during the interpretation of that result caution would be needed thanks to the at least the following three factors: 1. The uneven spatial distribution of natural resources. 2. The uneven spatial distribution of capital intensive activities. 3. The interregional labor movement (commuting). The first factor means that per capita GDP level of regions with significant extractive industry and low population can be significantly higher than the local income level. Nevertheless, the mining royalties are centralized and the income of mining company can leave the region very easily, in the mining region only the destruction of environment remains. This is the case in Western Siberian Khanti-Mansi Region or Cabinda Region in Angola. The per capita GDP of these regions is very high, however, it is attributable only to the oil extraction. The impact of the second factor is the same as that of the first factor. In a village with a nuclear power station the local per capita GDP is surely very impressive, but it can be hardly interpreted as a sign of real economic development, it is only a sign of differences in production structure. The third factor constitutes one of the basis for the high per capita GDP level of urban regions, such as Inner London, Hamburg, Budapest or Paris. GDP measures the production of an area and not the production of the inhabitant of that area. The interregional labor flows lead 1 See further details for example: Capron Thys-Clement (1992), Dusek-Kiss (2008), Nemes Nagy (1995), Sourrouille (1976) 2 On the practical importance of the chosen method of localization see the several examples in Edvardsen- Monnesland (1997). 4
5 to large differences between the production and income in country level also in the case of small countries like Luxembourg. Of course, at regional level the effect of commuting can be more important than at country level. These three factors became more and more important if the spatial division became more and more detailed. If we had more detailed spatial division, the regional GDP data could be treated less and less as the proxy of regional incomes. The real differences (and not only differences due to the methodological reasons or spatial scale) at regional GDP level can be originated from differences of general capital intensity of production (and not only sectoral differences) and from the differences of labor force. This latter factor has several distinct aspects: age distribution, rate of activity, quality of labor force and labor culture. The database The regional GDP data are available in Hungary from The income data do not cover the whole monetary personal incomes but are limited to the share of income which appears in the personal tax base. This is approximately 50% of total personal incomes, but the share can be estimated only. There are parts of income, which are left out officially: incomes from agricultural production, pension, welfare payments, unemployment aid, maternity allowance and so on, and of course there is a share of income which are hidden from the tax office. However, we can assume that the omitted part of incomes moves together spatially with the incomes appearing in personal tax base. The spatial income differences were investigated with this data in several papers and at many different spatial levels. 3 The structure of database can be seen in Figure 1: there are three dimensions, time, space and the third dimension is the different attribute data: income, GDP, number of inhabitant, number of economically active inhabitants, number of employed, number of person who made tax return. The time dimension covers 13 years, the space dimension the 20 Hungarian counties and the country. The aim of my investigation was not to analyze the spatial distribution of income and GDP, this question was investigated also with this data by several papers before. My investigations focused only on the connection between income and GDP data and the effect of changing the base of comparison from the number of inhabitant to the number of other possible bases. 3 See for example Bódi et al (1999), Dusek (2004), Dusek (2006), Major Nemes Nagy (1999), Nemes Nagy et al. (2001). See Túry (2006) for an examination with several other variables beside income level. 5
6 Insert Figure 1 here The analysis The first analysis concerns the correlation between relative GDP and relative income, from year to year, altogether 13 distinct years (Figure 2). The GDP and income was compared to the four distinct bases: number of inhabitants, number of economically active inhabitants, number of employed, number of person who made tax return. It can be seen that the correlation between GDP and income is the highest with the base of number of inhabitants and this is the case in every year. The temporal stability of results is quite large. It means that the change of GDP level and the change of income level move more or less to similar direction and with similar magnitude from year to year. One interesting exception is 2002: in this election year the 50% wage increase had a significant impact to the change of spatial distribution of incomes also. Insert Figure 2 here The correlations with the base of economically active inhabitants are lower and its variance is larger than the previous case. This can be due to the fact that the number of economically active people changes from year to year according to the labor regulation and its spatial variability is significantly larger than the variation of the number of inhabitants. However, the most surprising result is that the lowest correlation and largest variation of correlations were produced by the base of the number of employed. This means that the GDP and income compared to employed changes in most hectic way. The reason behind this fact can be found first of all in the regulation and redistribution system of state, but maybe there is also an other factor: the number of employed is based on an estimation and the estimation is sensitive to the differences in economic structure of counties. If we assume that the regulation and redistribution role of state is the most important factor, then we could say that this role was decreasing over the period because the correlation was increasing. As regards the results with fourth base, that is, the number of person who made tax return, the correlations are higher in this case compared to the previous two cases. One explanation behind this fact is that this number is based not on estimation like the number of employed. The correlations are slightly lower than the correlation with the number of inhabitant. This reflects that some parts of GDP are disaggregated to county level according to the number of inhabitants. 6
7 We can summarize our results in the following way. The order of the size of correlation (apart from 2005) between GDP and personal income: where r 1 r2 r3 r1 - correlation with the base of inhabitants, and r1 r4 r2 - correlation with the base of economically active inhabitants, r3 - correlation with the base of employed, r4 - correlation with the base of persons who made tax return, We now turn to the other dimension, to the temporal change of data in each county. The correlation between GDP and income was counted with four different bases to the 20 counties and to the country. This means 21*4=84 different correlation coefficients. The results can be seen in Figure 3-4. Insert Figure 3-4 here The correlation for the whole country shows that the relation is very strong and almost independent from the base. (Table 1) This is a strong evidence for the common movement of GDP and personal income on country level. However, the case is different at county level. Table 1 Correlation between GDP and income at country level, Base economically persons who inhabitant active inhabitant employed made tax return Correlation 0, , , ,99808 We can summarize the results in the same way as in the previous case. The order of the size of correlation between GDP and personal income at country level: where r 1 r2 r3 r1 - correlation with the base of inhabitants, and r1 r4 r2 - correlation with the base of economically active inhabitants, 7
8 r3 - correlation with the base of employed, r4 - correlation with the base of persons who made tax return, The similar situation can be seen in the following three counties: Somogy, Hajdú-Bihar and Heves. (Table 2) The competitiveness of these counties is similar: the static competitiveness is low, the dynamic competitiveness is low in Hajdú-Bihar and medium in Somogy and Heves. (Lengyel, 2003, p. 376) Table 2 Correlation between GDP and income, Base County economically persons who inhabitant active inhabitant employed made tax return Somogy 0, , , ,99815 Hajdú-Bihar 0, , , ,99649 Heves 0, , , ,99777 In the second interesting group of counties the correlations are highly dependent from the base and the size of correlations are low. These counties are the following ones: Fejér, Borsod-Abaúj-Zemplén, Nógrád, Tolna. (Table 3) These four counties have an interesting common characteristic: in each county dominant industrial companies can be found, while in other counties this is not typical. However, as regards the competitiveness, the four different counties are different characteristics. Table 3 Correlation between GDP and income, Base economically County persons who active inhabitant Inhabitant employed made tax return Fejér 0, , , ,97875 Borsod-Abaúj- Zemplén 0, , , ,98543 Nógrád 0, , , ,98643 Tolna 0, , , ,98729 Up to this point we analyzed the two correlations between variables (GDP and income) according to the four different bases. Now we examine in the case of the previous four 8
9 Deviation of GDP level from county average, % County counties and the whole country that how much was the difference from year to year between the country average of the whole period and the averages of counties. As we can see in Table 4, the county averages change significantly but this change mainly did not move together with the country average. However, the structure of change is different form county to county. This would be not a problem, if the difference between county averages was the same for GDP and income data. In Figure 5-9 we depicted the change of GDP and income level compared to country average in each county. The differences are summarized in Table 4. The Table shows vividly the huge differences between the amount of deviations of counties and the whole country. Thus, we are able to detect a significant not co-movements of the two important economic variables in these four counties. Table 4 Deviation of income level and GDP level from county average, % Deviation of income level from county average, % County Fejér Tolna Borsod-Abaúj- Zemplén Nógrád Country total Fejér Tolna Borsod-Abaúj- Zemplén Heves Country total Summary In this paper we presented the simple, but often overlooked issue about the differences between regional GDP and regional income level. There are connections between these two 9
10 important economic indicators, but using GDP as a proxy of incomes is a not justifiable practice. As regards the concrete reasons between the differences of two variables, the exploration of these reasons was not an aim of this paper. However, this would be an interesting task of a descriptive-historical research. References Bódi F. Obádovics Cs. Mokos B. (1999) Adózás, jövedelemkülönbségek Magyarországon. Területi Statisztika, 39, pp Capron, H. Thys-Clement, F. (1992) Regional accounts in action: concerning methodological problems from a Belgian perspective. The Review of Income and Wealth, 38, pp Dusek T. (2004) Spatially aggregated data and variables in empirical analysis and model building for economics. In: Cybergeo: Revue européenne de géographie, 2004, No. 285, p. 21. Dusek T. (2006) Regional income differences in Hungary: a multi-level spatio-temporal analysis. Paper presented to 46 th Congress of the European Regional Science Association, Volos Greece, 30 August- 3 September, 2006 Dusek T. Kiss J. P. (2008) A regionális GDP értelmezésének és használatának problémái. In: Területi Statisztika, pp Edvardsen, H. M. Monnesland, J. (1997): Regional distribution of value added. Paper presented to 37 th Congress of the European Regional Science Association, Rome, August Kiss J. P. (2003): A kistérségek évi GDP-jének becslése. In: Nemes Nagy József (szerk.): Kistérségi mozaik. (Regionális tudományi tanulmányok 8.) ELTE Regionális Földrajzi Tanszék MTA ELTE Regionális Tudományi Kutatócsoport, Bp. pp Lengyel I. (2003) Verseny és területi fejlődés: térségek versenyképessége Magyarországon. JatePress, Szeged Major K. Nemes Nagy J. (1999) Területi jövedelemegyenlőtlenségek a kilencvenes években. Statisztikai Szemle, 77. pp Nemes Nagy J. (1995): A GDP regionális számbavétele. In: Probáld Ferenc (szerk): Pro Geographia Humana. ELTE Eötvös Kiadó, Bp. pp
11 Nemes Nagy, J. Jakobi, Á. Németh, N. (2001) A jövedelemegyenlőtlenségek térségi és településszerkezeti összetevői. Statisztikai Szemle, Sourrouille, J. V. (1976) Regional accounts: theoretical and practical problems encountered in the recent experience of Argentina. The Review of Income and Wealth, 22, pp Túry G. (2006) Regional Disparities during the Transition: The New Spatial Structure in Hungary. Ikonomicseszkij Isledvanija, pp Enlarging EU: Macroeconomic and Firm Level Experience and Expectations Bilateral Meeting 27 October 2006 Sofia. 11
12 Figure 1 The structure of database Figure 2 Correlation between GDP and income at county level, ,98 0,96 0,94 Korreláció (r) 0,92 0,9 0,88 0,86 0,84 0,82 0, inhabitants Ec. Act employed pers m tax r Idő 12
13 Figure 3 Correlation between time series of GDP and income, inhabitant economically active inhabitant employed persons who made tax returns 0,996-0,998 0,993-0,995 0,991-0,992 0,986-0,990 0,973-0,985 Figure 4 Correlation between time series of GDP and income, inhabitants Ec. Act employed pers m tax r 0,995 0,99 Korreláció (r) 0,985 0,98 0,975 0,97 Budapest Pest Fejér Komárom-Esztergom Veszprém Győr-Moson-Sopron Vas Zala Baranya Somogy Megyék Tolna Bács-Kiskun Békés Csongrád Hajdú-Bihar Szabolcs-Szatmár-Bereg Jász-Nagykun-Szolnok Borsod-Abaúj-Zemplén Heves Nógrád össz 13
14 Figure 5 Deviation of income level and GDP level from county average, %, Fejér county SZJA GDP 20 % Figure 6 Deviation of income level and GDP level from county average, %, Tolna county SZJA GDP 20 %
15 Figure 7 Deviation of income level and GDP level from county average, %, Borsod-Abaúj- Zemplén county SZJA GDP 20 % Figure 8 Deviation of income level and GDP level from county average, %, Nógrád county SZJA GDP %
16 Figure 9 Deviation of income level and GDP level from county average, %, Country SZJA GDP %
ISBN: 978-963-235-348-7 9 789632 353487 Preliminary data
Preliminary data Hungarian Central Statistical Office POPULATION CENSUS 2011 1. Preliminary data Budapest, 2012 Hungarian Central Statistical Office, 2012 ISBN 978-963-235-361-6 Compiled by the Census
More information11 Some Aspects of Regional Development in Hungary
Lengyel, I. (ed) 2003:Knowledge Transfer, Small and Medium-Sized Enterprises, and Regional Development in Hungary. JATEPress, Szeged: 145-160 11 Some Aspects of Regional Development in Hungary 11.1 Introduction
More informationMonday-Tuesday-Thursday: 8:00-16:00. Wednesday: 8:00-18:00 Friday: 8:00-14:00
Baranya County, Baranya County Baranya County Bács-Kiskun County Bács-Kiskun County Békés County, Békés County Békés County Borsod-Abaúj-Zemplén County, H-7621 Pécs, Apáca u. 6. H-7700 Mohács, Széchenyi
More informationCompetitiveness of the Hungarian regions
Hungarian Geographical Bulletin 2009. Vol. 58. No 1. pp. 33 48. Competitiveness of the Hungarian regions György Enyedi 1 Abstract The present paper explores the competitiveness of the Hungarian counties
More informationCharacteristics of Serbian-Hungarian International Migration Before Schengen
Characteristics of Serbian-Hungarian International Migration Before Schengen Áron Kincses PhD, Head of Section HCSO E-mail: Aron.Kincses@ksh.hu Zoltán Takács PhD student, Research Fellow Regional Science
More informationEconomic Planning in China by Gregory C. Chow, Princeton University CEPS Working Paper No. 219 June 2011
Economic Planning in China by Gregory C. Chow, Princeton University CEPS Working Paper No. 219 June 2011 Economic Planning in China Gregory C. Chow This paper provides an up-to-date study of economic planning
More informationThe State of Infrastructural Development in Hungary, 1990 2002
The State of Infrastructural Development in Hungary, 1990 2002 2006 Hungarian Academy of Sciences Institute for World Economics The State of Infrastructural Development in Hungary, 1990 2002 by Éva Ehrlich
More informationTHE SITUATION OF THE TOWNS OF THE REGION OF NORTHERN HUNGARY IN THE COMPETITION AMONG HUNGARIAN TOWNS
European Integration Studies, Miskolc, Volume 5. Number 1. (2006) pp. 59-69. THE SITUATION OF THE TOWNS OF THE REGION OF NORTHERN HUNGARY IN THE COMPETITION AMONG HUNGARIAN TOWNS Zoltán Nagy Institute
More informationMacroeconomics 2301 Potential questions and study guide for exam 2. Any 6 of these questions could be on your exam!
Macroeconomics 2301 Potential questions and study guide for exam 2 Any 6 of these questions could be on your exam! 1. GDP is a key concept in Macroeconomics. a. What is the definition of GDP? b. List and
More informationHungary as receiving country for circulars 1
Hungarian Geographical Bulletin 61 (3) (2012) 197 218. Hungary as receiving country for circulars 1 Sándor ILLÉS 2 and Áron KINCSES 3 Abstract The paper presents findings of research on long-term international
More informationthe hungarian labour market review and analysis 2004
the hungarian labour market review and analysis 2004 THE HUNGARIAN LABOUR MARKET REVIEW AND ANALYSIS 2004 edited by Károly Fazekas, Jenő Koltay and Zsombor Cseres-Gergely Institute of Economics, HAS Hungarian
More informationThe transformation of historical city districts in inner city of Budapest: A socio-geographic investigation. Eszter B. Berényi
Eötvös Loránd University Faculty of Sciences The transformation of historical city districts in inner city of Budapest: A socio-geographic investigation Main findings of the doctoral (PhD) thesis Eszter
More informationUpjohn Research home page
Reports Upjohn Research home page 1996 Methods for Performance Based Management of Active Labor Programs in Hungary: An Adjustment Methodology for Performance Indicators and a Proposal for Budget Allocation
More informationGDP per capita, consumption per capita and comparative price levels in Europe
Economy and finance Author: Lars SVENNEBYE Statistics in focus 2008 GDP per capita, consumption per capita and comparative price levels in Europe Final results for 2005 and preliminary results for 2006
More informationIstván Helmeczi. The map of payments in Hungary
István Helmeczi The map of payments in Hungary MNB OCCASIONAL PAPERS 84. 2011 István Helmeczi The map of payments in Hungary MNB OCCASIONAL PAPERS 84. 2011 The views expressed here are those of the authors
More informationDecree 37/2007 (III. 26.) GKM of the Ministry of Economy and Transport on toll motorways, highways and main roads
Decree 37/2007 (III. 26.) GKM of the Ministry of Economy and Transport on toll motorways, highways and main roads In fulfillment of the competence of the scope of responsibilities laid out in Section 1
More informationMacroeconomic impact of Pannonia Ethanol in Hungary
Macroeconomic impact of Pannonia Ethanol in Hungary Simulation results from a calibrated CGE model Written for Pannonia Ethanol Zrt. Author: Major, Klára Budapest 2016.03.30. For Applicable Knowledge HÉTFA
More informationThe Contribution of Human capital to European Economic Growth: An empirical exploration from a panel data
The Contribution of Human capital to European Economic Growth: An empirical exploration from a panel data Menbere Workie Tiruneh 1 Marek Radvansky 2 Abstract The paper empirically investigates the extent
More informationIntroduction to Macroeconomics. TOPIC 1: Introduction, definition, measures
TOPIC 1: Introduction, definitions, measures Annaïg Morin CBS - Department of Economics August 2013 What is macroeconomics about? Understanding the behavior of an economy as a whole. studying aggregated
More informationFinancial Scrutiny Unit Briefing What is GDP?
The Scottish Parliament and Scottish Parliament Infor mation C entre l ogos. Financial Scrutiny Unit Briefing What is GDP? Richard Marsh 27 August 2013 13/48 This factsheet provides a short guide to Gross
More informationProfessor Christina Romer. LECTURE 17 MACROECONOMIC VARIABLES AND ISSUES March 17, 2016
Economics 2 Spring 2016 Professor Christina Romer Professor David Romer LECTURE 17 MACROECONOMIC VARIABLES AND ISSUES March 17, 2016 I. MACROECONOMICS VERSUS MICROECONOMICS II. REAL GDP A. Definition B.
More informationCharacteristics of Private Farms and Family Farm Labour in Hungary by Settlement Size
Characteristics of Private Farms and Family Farm Labour in Hungary by Settlement Size Zsolt Andrási Drafter, HCSO E-mail: Zsolt.Andrasi@ksh.hu Pál Bóday Head of Section, HCSO E-mail: Pal.Boday@ksh.hu The
More informationChapter 1. Introduction
Chapter 1 Introduction What is productivity, how is it measured and why is it important? These questions are a useful starting point from which we can define and explain the range of productivity measures
More informationA Communication Scene Model to Describe Language Use in Health Insurance Ágnes Mészáros
A Communication Scene Model to Describe Language Use in Health Insurance Ágnes Mészáros Health insurance is a fast developing and relatively young field of science. In Hungary as in many European countries
More informationThe Impact of Interest Rate Shocks on the Performance of the Banking Sector
The Impact of Interest Rate Shocks on the Performance of the Banking Sector by Wensheng Peng, Kitty Lai, Frank Leung and Chang Shu of the Research Department A rise in the Hong Kong dollar risk premium,
More informationA new ranking of the world s most innovative countries: Notes on methodology. An Economist Intelligence Unit report Sponsored by Cisco
A new ranking of the world s An Economist Intelligence Unit report Sponsored by Cisco Economist Intelligence Unit Limited 2009 A new ranking of the world s Preface In April 2009, the Economist Intelligence
More informationThe labour market, I: real wages, productivity and unemployment 7.1 INTRODUCTION
7 The labour market, I: real wages, productivity and unemployment 7.1 INTRODUCTION Since the 1970s one of the major issues in macroeconomics has been the extent to which low output and high unemployment
More informationJOURNAL OF CENTRAL EUROPEAN GREEN INNOVATION HU ISSN 2064-3004 Available online at http://greeneconomy.karolyrobert.hu/
JOURNAL OF CENTRAL EUROPEAN GREEN INNOVATION HU ISSN 2064-3004 Available online at http://greeneconomy.karolyrobert.hu/ THE ROLE OF SUB-REGIONS HEVES AND BÁTORTERENYE IN THE ECONOMIC DEVELOPMENT A Hevesi
More informationUSES OF CONSUMER PRICE INDICES
USES OF CONSUMER PRICE INDICES 2 2.1 The consumer price index (CPI) is treated as a key indicator of economic performance in most countries. The purpose of this chapter is to explain why CPIs are compiled
More informationThe importance of using marketing information systems in five stars hotels working in Jordan: An empirical study
International Journal of Business Management and Administration Vol. 4(3), pp. 044-053, May 2015 Available online at http://academeresearchjournals.org/journal/ijbma ISSN 2327-3100 2015 Academe Research
More informationJob Generation and Growth Decomposition Tool
Poverty Reduction Group Poverty Reduction and Economic Management (PREM) World Bank Job Generation and Growth Decomposition Tool Understanding the Sectoral Pattern of Growth and its Employment and Productivity
More informationUnder embargo until 11 September, at 11:00 am Paris time
COUNTRY NOTE Education at a Glance:OECD Indicators 2012 Under embargo until 11 September, at 11:00 am Paris time CANADA Questions can be directed to: Andreas Schleicher, Advisor to the Secretary-General
More informationEconomic inequality and educational attainment across a generation
Economic inequality and educational attainment across a generation Mary Campbell, Robert Haveman, Gary Sandefur, and Barbara Wolfe Mary Campbell is an assistant professor of sociology at the University
More informationRevenues and Expenditures of Non-Profit Institutions 2004 Survey
8 April 8 6/8 Revenues and Expenditures of Non-Profit Institutions Survey In, Non-Profit Institutions (NPIs) comprised 6.9 percent of Israel's gross domestic product, compared with 6. percent in 99. The
More informationRegional Development in Hradec Králové Region
al Development in Králové Jaroslav Kovárník Abstract This article deals with the issue of regional development in the NUTS II Northeast. At present, this problem is particularly topical in the European
More information2. THE ECONOMIC BENEFITS OF EDUCATION
2. THE ECONOMIC BENEFITS OF EDUCATION How much more do tertiary graduates earn? How does education affect employment rates? What are the incentives for people to invest in education? What are the incentives
More informationDo Commodity Price Spikes Cause Long-Term Inflation?
No. 11-1 Do Commodity Price Spikes Cause Long-Term Inflation? Geoffrey M.B. Tootell Abstract: This public policy brief examines the relationship between trend inflation and commodity price increases and
More informationThe EU Enlargement, and Immigration from Eastern Europe
The EU Enlargement, and Immigration from Eastern Europe Olivier Blanchard October 2001 Let me start by sketching a toy model of immigration. Think of all the capital as being in the West (Western Europe).
More informationDOCTORAL (Ph.D) THESIS
DOCTORAL (Ph.D) THESIS UNIVERSITY OF KAPOSVÁR FACULTY OF ECONOMIC SCIENCE Department of Finance and Economics Head of Doctors School: DR. GÁBOR UDOVECZ Doctor of the Hungarian Academy of Sciences Supervisor:
More information2003 Annual Survey of Government Employment Methodology
2003 Annual Survey of Government Employment Methodology The U.S. Census Bureau sponsors and conducts this annual survey of state and local governments as authorized by Title 13, United States Code, Section
More informationComparing Levels of Development
2 Comparing Levels of Development Countries are unequally endowed with natural capital. For example, some benefit from fertile agricultural soils, while others have to put a lot of effort into artificial
More informationResearch of Female Consumer Behavior in Cosmetics Market Case Study of Female Consumers in Hsinchu Area Taiwan
usiness, 2010, 2, 348-353 doi:10.4236/ib.2010.24045 Published Online December 2010 (http://www.scirp.org/journal/ib) Research of Female Consumer Behavior in Cosmetics Market Case Study of Female Consumers
More informationMEASURING A NATION S INCOME
10 MEASURING A NATION S INCOME WHAT S NEW IN THE FIFTH EDITION: There is more clarification on the GDP deflator. The Case Study on Who Wins at the Olympics? is now an FYI box. LEARNING OBJECTIVES: By the
More informationAnalysing spatial distribution of economic activity in case of Hungarian sub-regions
University of Szeged Faculty of Economics and Business Administration Doctoral School in Economics Izabella Szakálné Kanó Analysing spatial distribution of economic activity in case of Hungarian sub-regions
More informationCONTENTS: bul BULGARIAN LABOUR MIGRATION, DESK RESEARCH, 2015
215 2 CONTENTS: 1. METHODOLOGY... 3 a. Survey characteristics... 3 b. Purpose of the study... 3 c. Methodological notes... 3 2. DESK RESEARCH... 4 A. Bulgarian emigration tendencies and destinations...
More informationEmployment policy in Hungary with special regards to the problems of. unemployment
Budapest, 28th of April, 1999 Dr János Hoós professor of economics Budapest University of Economic Sciences. Hungary Employment policy in Hungary with special regards to the problems of The main features
More informationEntrepreneurial Activities of Hungarian Students 1
A. S. Gubik, Sz. Farkas Entrepreneurial Activities of Hungarian Students Entrepreneurial Activities of Hungarian Students 1 Andrea S. Gubik, PhD University of Miskolc, Faculty of Economics getgubik@uni-miskolc.hu
More informationReview of Nomenclature of Units for Territorial Statistics (NUTS) Boundaries
Review of Nomenclature of Units for Territorial Statistics (NUTS) Boundaries Review of Nomenclature of Units for Territorial Statistics (NUTS) Boundaries Introduction This document presents the key issues
More informationChanges in the Spatial Income Structure of North-eastern Hungary After the Change of Regime
JÁNOS PÉNZES Changes in the Spatial Income Structure of North-eastern Hungary After the Change of Regime Introduction The market economic transition after the change of regime significantly transformed
More informationFrom Subsidiarity to Success: The Impact of Decentralisation on Economic Growth
From Subsidiarity to Success: The Impact of on Economic Growth Summary and Conclusions Urs Müller, Tina Haisch BAK Basel Economics Güterstrasse 82 CH-4053 Basel Tel.: +41 61 279 97 00 Fax: +41 61 279 97
More informationDetermination of the December 2007 Peak in Economic Activity
Page 1 of 6 This report is also available as a PDF file. Determination of the December 2007 Peak in Economic Activity The Business Cycle Dating Committee of the National Bureau of Economic Research met
More informationPrivate Sector Employment Indicator, Quarter 1 2015 (February 2015 to April 2015)
STATISTICAL RELEASE Date: 14 July 2015 Status: Experimental Official Statistics Coverage: England; Regions Private Sector Employment Indicator, Quarter 1 2015 (February 2015 to April 2015) 1. Introduction
More informationCHAPTER 5: MEASURING GDP AND ECONOMIC GROWTH
CHAPTER 5: MEASURING GDP AND ECONOMIC GROWTH Learning Goals for this Chapter: To know what we mean by GDP and to use the circular flow model to explain why GDP equals aggregate expenditure and aggregate
More informationPull and Push Factors of Migration: A Case Study in the Urban Area of Monywa Township, Myanmar
Pull and Push Factors of Migration: A Case Study in the Urban Area of Monywa Township, Myanmar By Kyaing Kyaing Thet Abstract: Migration is a global phenomenon caused not only by economic factors, but
More informationPaid and Unpaid Labor in Developing Countries: an inequalities in time use approach
Paid and Unpaid Work inequalities 1 Paid and Unpaid Labor in Developing Countries: an inequalities in time use approach Paid and Unpaid Labor in Developing Countries: an inequalities in time use approach
More informationAnalyzing the Elements of Real GDP in FRED Using Stacking
Tools for Teaching with Analyzing the Elements of Real GDP in FRED Using Stacking Author Mark Bayles, Senior Economic Education Specialist Introduction This online activity shows how to use FRED, the Federal
More informationDualization and crisis. David Rueda
Dualization and crisis David Rueda The economic crises of the 20 th Century (from the Great Depression to the recessions of the 1970s) were met with significant increases in compensation and protection
More informationReference: Gregory Mankiw s Principles of Macroeconomics, 2 nd edition, Chapters 10 and 11. Gross Domestic Product
Macroeconomics Topic 1: Define and calculate GDP. Understand the difference between real and nominal variables (e.g., GDP, wages, interest rates) and know how to construct a price index. Reference: Gregory
More informationBig Concepts. Measuring U.S. GDP. The Expenditure Approach. Economics 202 Principles Of Macroeconomics
Lecture 6 Economics 202 Principles Of Macroeconomics Measuring GDP Professor Yamin Ahmad Real GDP and the Price Level Economic Growth and Welfare Big Concepts Ways to Measure GDP Expenditure Approach Income
More informationAGRICULTURAL PRICES AND MARKETS
AGRICULTURAL PRICES AND MARKETS Sponsored by a Grant TÁMOP-4.1.2-08/2/A/KMR-2009-0041 Course Material Developed by Department of Economics, Faculty of Social Sciences, Eötvös Loránd University Budapest
More informationOperating Maintenance Model for Modern Printing Machines
Operating Maintenance Model for Modern Printing Machines Csaba Horváth Institute of Mediatechnology, Budapest Tech Doberdó út 6, H-1034 Budapest, Hungary E-mail: horvath.csaba@nyt.hu, horvath.csaba@rkk.bmf.hu
More informationEconomic Research Division
July Economic Commentary Number Why is the Rate of Decline in the GDP Deflator So Large? Exploring the background against the discrepancy from the Consumer Price Index Economic Research Division Maiko
More informationDo Currency Unions Affect Foreign Direct Investment? Evidence from US FDI Flows into the European Union
Economic Issues, Vol. 10, Part 2, 2005 Do Currency Unions Affect Foreign Direct Investment? Evidence from US FDI Flows into the European Union Kyriacos Aristotelous 1 ABSTRACT This paper investigates the
More informationIs ETL Becoming Obsolete?
Is ETL Becoming Obsolete? Why a Business-Rules-Driven E-LT Architecture is Better Sunopsis. All rights reserved. The information contained in this document does not constitute a contractual agreement with
More informationTopic 4: Different approaches to GDP
Topic 4: Different approaches to GDP PRINCIPLES OF MACROECONOMICS Dr. Fidel Gonzalez Department of Economics and Intl. Business Sam Houston State University Three different approaches to measure the GDP
More informationEconomics 212 Principles of Macroeconomics Study Guide. David L. Kelly
Economics 212 Principles of Macroeconomics Study Guide David L. Kelly Department of Economics University of Miami Box 248126 Coral Gables, FL 33134 dkelly@miami.edu First Version: Spring, 2006 Current
More informationIreland and the EU 1973-2003 Economic and Social Change
Ireland and the EU 1973-2003 Economic and Social Change Table 1 Population, 1971-2002 viii Table 2 Population of the provinces ix Table 3 Births, deaths and life expectancy ix Table 4 Numbers in education
More informationA HOW-TO GUIDE: FINDING AND INTERPRETING GDP STATISTICS
A HOW-TO GUIDE: FINDING AND INTERPRETING GDP STATISTICS By Jim Stanford Canadian Centre for Policy Alternatives, 2008 Non-commercial use and reproduction, with appropriate citation, is authorized. This
More informationEBA REPORT ON ASSET ENCUMBRANCE JUNE 2016
EBA REPORT ON ASSET ENCUMBRANCE JUNE 2016 1 Contents List of figures 3 Executive summary 4 Analysis of the asset encumbrance of European banks 6 Sample 6 Scope of the report 6 Total encumbrance 7 Encumbrance
More information2. UK Government debt and borrowing
2. UK Government debt and borrowing How well do you understand the current UK debt position and the options open to Government to reduce the deficit? This leaflet gives you a general background to the
More informationBased on the above characteristics, we compiled a set of criteria for our analysis that suit the market of arable land better.
Dear Reader, We would like to present you a brief summary of the results of our most recent research focusing on the real estate market soon to be published within the framework of the OTP Value Map. Maintaining
More informationAuthors: Endre Sik, Dániel Csaba, András Hann. Qualitative and quantitative data collection and recording has been done by Ipsos Inc.
The Equal Treatment Authority accomplishes its research project called TAMOP 5.5.5/8/1 Combating Discrimination, Shaping Societal Attitude and Strengthening the Work of the Authority by the assistance
More informationAS Economics. Introductory Macroeconomics. Sixth Form pre-reading
AS Economics Introductory Macroeconomics Sixth Form pre-reading National income National income (Y) = money value of goods and services produced in an economy over a period of time, usually one year. National
More informationADAPTATION OF STATISTICAL MATCHING IN MICRO-REGIONAL ANALYSIS OF AGRICULTURAL PRODUCTION
ADAPTATION OF STATISTICAL MATCHING IN MICRO-REGIONAL ANALYSIS OF AGRICULTURAL PRODUCTION PESTI CS., KÁPOSZTA J.* Department of Farm Business Analysis, Research Institute for Agricultural Economics, 1093
More informationLearner Guide. Cambridge IGCSE Economics
Learner Guide Cambridge IGCSE Economics 0455 Cambridge International Examinations retains the copyright on all its publications. Registered Centres are permitted to copy material from this booklet for
More informationChapter 15: Spending, Income and GDP
Chapter 15: Spending, Income and GDP By the end of this chapter, you will be able to: Define GDP Calculate GDP by: adding up value added of production. adding up expenditure. adding up income. Distinguish
More informationThe Economic Benefits of Aviation and Performance in the Travel & Tourism Competitiveness Index
CHAPTER 1.4 The Economic Benefits of Aviation and Performance in the Travel & Tourism Competitiveness Index JULIE PEROVIC International Air Transport Association (IATA) The aviation industry supports tourism
More informationParental Occupation Coding
Parental Occupation Coding A report submitted to the Performance Measurement and Reporting Taskforce of the Ministerial Council on Education, Employment Training and Youth Affairs by Dr Roger Jones Quantitative
More informationHigher Education in Hungary
in Hungary Institute for Theoretical Physics Eötvös University RECFA visit to Hungary, October 4-5, 2013 Some facts about Hungary Population: 9.9 million GDP (2012): 98 billion EUR GDP per capita (2012):
More informationCourses offered by the Department of Political Science in the academic year 2009/10
Courses offered by the Department of Political Science in the academic year 2009/10 Course Title Credits Language Semester Introduction to Political Science 2 English Parties and Party Systems 3 English
More informationComparing Methods to Identify Defect Reports in a Change Management Database
Comparing Methods to Identify Defect Reports in a Change Management Database Elaine J. Weyuker, Thomas J. Ostrand AT&T Labs - Research 180 Park Avenue Florham Park, NJ 07932 (weyuker,ostrand)@research.att.com
More informationRecommendation. Dear Reader,
Recommendation Dear Reader, Low employment and the problem of unemployment have been of evergreen problems since the end of the 1980s in Northern Hungary. This problem, that had seemed to be moderating
More informationEC2105, Professor Laury EXAM 2, FORM A (3/13/02)
EC2105, Professor Laury EXAM 2, FORM A (3/13/02) Print Your Name: ID Number: Multiple Choice (32 questions, 2.5 points each; 80 points total). Clearly indicate (by circling) the ONE BEST response to each
More informationNERI Quarterly Economic Facts Summer 2012. 4 Distribution of Income and Wealth
4 Distribution of Income and Wealth 53 54 Indicator 4.1 Income per capita in the EU Indicator defined National income (GDP) in per capita (per head of population) terms expressed in Euro and adjusted for
More informationLABOUR PRODUCTIVITY AND UNIT LABOUR COST Economic development Employment Core indicator
LABOUR PRODUCTIVITY AND UNIT LABOUR COST Economic development Employment Core indicator 1. INDICATOR (a) Name: Labour productivity and unit labour costs. (b) Brief Definition: Labour productivity is defined
More informationConsumer Price Indices in the UK. Main Findings
Consumer Price Indices in the UK Main Findings The report Consumer Price Indices in the UK, written by Mark Courtney, assesses the array of official inflation indices in terms of their suitability as an
More informationEconomics. Social Studies Curriculum Framework. Revised 2006 Amended June 2009
Economics Social Studies Curriculum Framework Revised 2006 Course Title: Economics Course/Unit Credit: 0.5 Course Number: 4743000 Teacher Licensure: Please refer to the Course Code Management System (https://adedata.arkansas.gov/ccms/)
More informationFBLA: ECONOMICS. Competency: Basic Economic Concepts and Principles
Competency: Basic Economic Concepts and Principles 1. Define money (characteristics, role, and forms) and trace how money and resources flow through the American economic system. 2. Utilize decision-making
More information12th EU-China Round Table. Report on Surpassing GDP: The New Version of Human Development Index
European Economic and Social Committee Brussels, 8 October 2012 12th EU-China Round Table Report on Surpassing GDP: The New Version of Human Development Index Rapporteur: He Chuanqi, China Center for Modernization
More informationWho is K Naan? gemiuseffect CASE STUDY. measuring its online advertising. October 2010
Who is K Naan? measuring its online advertising. gemiuseffect CASE STUDY October 2010 01 Campaign World Cup Campaign 2010 Context: A television, indoor and online campaign referring to the 2010 FIFA World
More informationINTERNATIONAL COMPARISONS OF PART-TIME WORK
OECD Economic Studies No. 29, 1997/II INTERNATIONAL COMPARISONS OF PART-TIME WORK Georges Lemaitre, Pascal Marianna and Alois van Bastelaer TABLE OF CONTENTS Introduction... 140 International definitions
More informationLars Nyberg: The Riksbank's monetary policy strategy
Lars Nyberg: The Riksbank's monetary policy strategy Speech by Mr Lars Nyberg, Deputy Governor of the Sveriges Riksbank, at the Foreign Banker s Association, Stockholm, 14 September 2006. Introduction
More informationBig data in macroeconomics Lucrezia Reichlin London Business School and now-casting economics ltd. COEURE workshop Brussels 3-4 July 2015
Big data in macroeconomics Lucrezia Reichlin London Business School and now-casting economics ltd COEURE workshop Brussels 3-4 July 2015 WHAT IS BIG DATA IN ECONOMICS? Frank Diebold claimed to have introduced
More informationDEMB Working Paper Series N. 53. What Drives US Inflation and Unemployment in the Long Run? Antonio Ribba* May 2015
DEMB Working Paper Series N. 53 What Drives US Inflation and Unemployment in the Long Run? Antonio Ribba* May 2015 *University of Modena and Reggio Emilia RECent (Center for Economic Research) Address:
More informationCHAPTER 4 Labor Demand Elasticities
CHAPTER 4 Labor Demand Elasticities In addition to the multiple choice problems listed below, complete the following end of chapter questions: Review questions 1,3, 4, 6 and 7. Problems 1, 2, 3 and 5.
More informationUS Sovereign Debt - Truth and Consequences
US Sovereign Debt - Truth and Consequences The rapid increase in US Federal debt over the last few years has recently moved the US from its once stellar position of a AAA to AA+ as S&P changed its rating
More informationNET PRESENT VALUE VERSUS INTERNAL RATE OF RETURN
Lajos Juhász 46 Lajos Juhász, Net Present Value Versus Internal Rate of Return, Economics & Sociology, Vol. 4, No 1, 2011, pp. 4653. Lajos Juhász Institute of Corporate Economics Faculty of Economics University
More informationEconomic impacts of immigration to the UK
Economics: MW 235 Summary The impact of immigration into the UK on GDP per head a key measure of prosperity - is essentially negligible. There is tentative evidence to show that immigration of non-eu workers
More informationNorwegian Civil Fund Supported proposals - 2009/2. Conflict mapping and information management in high natural value areas
Environmental protection Support 1. NCTA-2009/2-Z05344 BirdLife Hungary Conflict mapping and information management in high natural value areas Budapest Budapest 19 550 14 050 2. NCTA-2009/2-Z05494 DNS
More informationHouseholds Wages, profit, interest, rent = $750. Factor markets. Wages, profit, interest, rent = $750
KrugmanMacro_SM_Ch07.qxp 11/9/05 4:47 PM Page 87 Tracking the Macroeconomy 1. Below is a simplified circular-flow diagram for the economy of Micronia. a. What is the value of GDP in Micronia? b. What is
More information