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Abstract

New evidence is presented on the possible existence of bi-directional causal relationships between public debt and economic growth in both central and peripheral countries of the European Economic and Monetary Union. We test for heterogeneity in the bi-directional Granger-causality across both time and space during the period between 1980 and 2013. The results suggest evidence of a “diabolic loop” between low economic growth and high public debt levels in Spain after 2009. For Belgium, Greece, Italy and the Netherlands debt has a negative effect over growth from an endogenously determined breakpoint and above a debt threshold ranging from 56% to 103% depending on the country.

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... Evidence from the existing empirical data points to changes that originated from time and cross-country divergence. In certain investigation, the connection between public debt and economic growth was unidirectional (Afxentiou, 1993;Donayre & Taivan, 2017;Gomez-Puig & Sosvilla-Rivero, 2015;Kobayashi, 2015;Woo & Kumar, 2015), whereas, in other studies, the connection was found to be bidirectional (Abbas & Christensen, 2010;Amoateng & Amoako-Adu, 1996;Donayre & Taivan, 2017;Eberhardt & Presbitero, 2015;Ferreira, 2009;Owusu-Nantwi & Erickson, 2016). However, certain investigations discerned no connection between public debt and economic growth (Donayre & Taivan, 2017;Gomez-Puig & Sosvilla-Rivero, 2015;Jalles, 2011;Panizza & Presbitero, 2014;Reinhart & Rogoff, 2010a). ...
... In certain investigation, the connection between public debt and economic growth was unidirectional (Afxentiou, 1993;Donayre & Taivan, 2017;Gomez-Puig & Sosvilla-Rivero, 2015;Kobayashi, 2015;Woo & Kumar, 2015), whereas, in other studies, the connection was found to be bidirectional (Abbas & Christensen, 2010;Amoateng & Amoako-Adu, 1996;Donayre & Taivan, 2017;Eberhardt & Presbitero, 2015;Ferreira, 2009;Owusu-Nantwi & Erickson, 2016). However, certain investigations discerned no connection between public debt and economic growth (Donayre & Taivan, 2017;Gomez-Puig & Sosvilla-Rivero, 2015;Jalles, 2011;Panizza & Presbitero, 2014;Reinhart & Rogoff, 2010a). ...
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The impact of Nigeria's public debt on economic growth was investigated in this study. Additionally, it confirmed the validity of Nigeria's debt burden and crowding-out hypotheses. The time series data used ranged from 1981 to 2021. For analysis, the Two-Stage Least Squares and Toda YamamotoCausalitytestswere employed.The findings contradicted the debt overhangeffect hypothesis by showingthat publicdebthad a positive and significantinfluenceon economic growth. This proves that Nigeria's public debt has no adverse effects on the economic growth of the nation. Additionally, debtservice has a detrimental effect on economic growth. This demonstrated that the crowding-out effect, often known as the crowding-out hypothesis, existed in Nigeria. Thus, servicing the national debt has a negative impact on Nigeria's economic expansion. The results of the public debt model, however,showed that trade openness and real gross domestic product had a favourable effect on public debt. A bidirectional relationship between public debt and economic growth was revealed by the findings of the causality test. The results also showed a one-way relationship between debt service and economic growth. As a result, the study implies that the government can simultaneously pursue its two policy goals of economic growth and public debt. Furthermore, decisions about debt repayment in Nigeria should be made in a way that promotes the growth of the economy. Nigeria should also improve institutional performance and boost its macroeconomic policy in the areas of inflation, foreign direct investment, trade, and exchange rate
... Evidence from the existing empirical data points to changes that originated from time and cross-country divergence. In certain investigation, the connection between public debt and economic growth was unidirectional (Afxentiou, 1993;Donayre & Taivan, 2017;Gomez-Puig & Sosvilla-Rivero, 2015;Kobayashi, 2015;Woo & Kumar, 2015), whereas, in other studies, the connection was found to be bidirectional (Abbas & Christensen, 2010;Amoateng & Amoako-Adu, 1996;Donayre & Taivan, 2017;Eberhardt & Presbitero, 2015;Ferreira, 2009;Owusu-Nantwi & Erickson, 2016). However, certain investigations discerned no connection between public debt and economic growth (Donayre & Taivan, 2017;Gomez-Puig & Sosvilla-Rivero, 2015;Jalles, 2011;Panizza & Presbitero, 2014;Reinhart & Rogoff, 2010a). ...
... In certain investigation, the connection between public debt and economic growth was unidirectional (Afxentiou, 1993;Donayre & Taivan, 2017;Gomez-Puig & Sosvilla-Rivero, 2015;Kobayashi, 2015;Woo & Kumar, 2015), whereas, in other studies, the connection was found to be bidirectional (Abbas & Christensen, 2010;Amoateng & Amoako-Adu, 1996;Donayre & Taivan, 2017;Eberhardt & Presbitero, 2015;Ferreira, 2009;Owusu-Nantwi & Erickson, 2016). However, certain investigations discerned no connection between public debt and economic growth (Donayre & Taivan, 2017;Gomez-Puig & Sosvilla-Rivero, 2015;Jalles, 2011;Panizza & Presbitero, 2014;Reinhart & Rogoff, 2010a). ...
Article
Full-text available
The impact of Nigeria's public debt on economic growth was investigated in this study. Additionally, it confirmed the validity of Nigeria's debt burden and crowding-out hypotheses. The time series data used ranged from 1981 to 2021. For analysis, the Two-Stage Least Squares and Toda Yamamoto Causality tests were employed. The findings contradicted the debt overhang effect hypothesis by showing that public debt had a positive and significant influence on economic growth. This proves that Nigeria's public debt has no adverse effects on the economic growth of the nation. Additionally, debt service has a detrimental effect on economic growth. This demonstrated that the crowding-out effect, often known as the crowding-out hypothesis, existed in Nigeria. Thus, servicing the national debt has a negative impact on Nigeria's economic expansion. The results of the public debt model, however, showed that trade openness and real gross domestic product had a favourable effect on public debt. A bidirectional relationship between public debt and economic growth was revealed by the findings of the causality test. The results also showed a one-way relationship between debt service and economic growth. As a result, the study implies that the government can simultaneously pursue its two policy goals of economic growth and public debt. Furthermore, decisions about debt repayment in Nigeria should be made in a way that promotes the growth of the economy. Nigeria should also improve institutional performance and boost its macroeconomic policy in the areas of inflation, foreign direct investment, trade, and exchange rates.
... However, De Vita et al. (2018) also imply that this result implies a bidirectional causality. Ferreira (2009), Lof and Malinen (2014), Gómez-Puig and Sosvilla-Rivero (2015) and Puente-Ajovín and Sanso-Navarro (2015) also say nothing other than about the basic theory of reverse causality for bidirectional causality. Juergen (2019) investigates the bidirectional causality, but also bases his theoretical explanations for this on de Vita et al. (2018). ...
... There are many studies in the literature that agree on this, for example, Irons and Bivens (2010), Parent (2012), Panizza and Presbitero (2012, b, 2014, O'Brien (2013), Skott and Ryoo (2014), Pescatori et al. (2014), Lof and Malinen (2014), Skott (2015), Donayre and Taivan (2017), Lee et al. (2017), Krugman (2019), and Das and Husseiny (2019). Also, according to Gómez-Puig and Sosvilla-Rivero (2015) and Swamy (2015), there is no strong evidence for a bidirectional causality relationship in Reinhart and Rogoff (2010b)'s results. However, Gómez-Puig and Sosvilla-Rivero (2015) and Swamy (2015) overlook that most of the methods preferred in the studies in the literature do not have any assumptions about this hypothesis. ...
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This paper approaches the causality of public debt and economic growth from three perspectives: Historical for the data, theoretical for the relations, and econometrical for the examination. We examine causality for the United States (US), United Kingdom (UK), Sweden (SE), and Japan (JP) over the period starting from 1801 up to 2011, with the nonlinearity of Fourier and Asymmetric approaches. Asymmetric causality results point out that negative shocks in growth increase debt for SE, while negative shocks in debt decrease growth for the US. Fourier causality results show that there is a unidirectional causality for US and SE from growth to debt, while for the UK there is a bi-directional causality, namely reverse causality or hysteria theory. Asymmetric causality results do not confirm that debt decreases growth in any country, while Fourier causality results show reverse causality. This result has important policy implications specifically because economic growth influences the evolution of public debt with structural breaks.
... On the other hand, by increasing debt servicing costs, it exposes countries to financial risks. A strong expansion of the debt can be associated with a significant economic contraction that can last for years. 2 Whatever the economic situation (expansion or recession), we have noted that for some European OECD countries, the pace of growth is not the same as for others due to their high indebtedness ratios and lack of energy resources, 3 where the pace of GDP growth is affected by energy supply for some countries or by their debt policies for others. Given the financial and economic downturn, the group of European OECD members, especially the ones with weak economies-the so-called GIIPS countries (Greece, Ireland, Italy, Portugal, and Spain)-represent a valuable case for testing the dynamics and relationships of persistently high levels of public deficits and external imbalances. ...
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... This transformation requires a sustainable method of financing its ambitions. This is because the causal relationship between sovereign debt variables and economic growth has direct policy implications, particularly on tax and investment choices -and consequently on economic growth (see Gómez-Puig & Sosvilla-Rivero, 2015. Therefore, it is important for policymakers to carefully analyze the relationship between debt and economic growth and take measures to manage the debt in a sustainable manner. ...
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This study investigates the dynamic effects of public debt on economic growth in Ethiopia using annual data from 1980 to 2021. The results from the Autoregressive Distributed Lag (ARDL) modeling approach reveal that while public debt boosts investment and enhances growth in the short term, it hinders long-term growth. Additionally, debt servicing negatively impacts growth in both the short and long term by diverting vital resources from investment. Thus, public debt acts as a two-edged sword for Ethiopia’s economic growth. On one side, it finances infrastructure and other growth-stimulating projects; on the other, high debt levels can impede growth. To mitigate the adverse impacts of public debt, Ethiopia should implement prudent fiscal discipline, mobilize domestic revenue, manage debt efficiently, address its structural trade deficit, and prioritize needs to prevent misuse and corruption. This approach should also prioritize social spending and public investment while strategically transitioning from debt dependence.
... Panizza and Presbitero (2013) shed light on the complexity of this relationship. Empirical assessments have revealed various scenarios, ranging from no causality to both unidirectional and bidirectional causality (Ferreira 2009;Gómez-Puig and Sosvilla-Rivero 2015;Panizza and Presbitero 2014). Additionally, research suggests the potential for a nonlinear relationship, wherein the dynamics alter beyond a certain threshold (Alexander et al. 2017;Baum, Checherita-Westphal, and Rother 2013;Checherita-Westphal and Rother 2012;Égert 2015;Markus and Presbitero 2015;Pattillo, Poirson, and Antonio Ricci 2011). ...
Article
This article examines the dynamics of general government debt across 27 transition and post-transition countries spanning from 1996 to 2019. We devise and assess a theoretical model incorporating key determinants shaping the trajectory of public debt. Our evaluation employs panel data models. The findings underscore inflation, GDP growth, and nominal exchange rate as primary influencers of public debt. However, the significance of the exchange rate diminishes, displaying negative signs, when excluding post-transition euro area countries from analysis.
... Researchers who examined different periods for developing countries interestingly reached conclusions about unidirectional causality from PD to EG. In the other part of the literature, causality studies conducted at the panel level reveal results that are far from consent (Arčabić et al. 2018;Butts 2009;Ferreira 2009Ferreira , 2016Gómez-Puig and Sosvilla-Rivero 2015;Jacobs et al. 2020;Jayaraman and Lau 2009;Panizza and Presbitero 2014;Puente-Ajovin and Sanso-Navarro 2015). In this context, it is possible to list studies whose authors applied linear and nonlinear techniques (De Vita et al. 2018;Di Sanzo and Bella 2015) and asymmetric methods (Kempa and Khan 2016;Ozmen and Mutascu 2023) to the causal relationship. ...
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Investigators of the public debt-economic growth nexus have yet to fully address the crucial issue of determining the direction of causality. There is an implicit assumption—or perception—that the causal relationship is mostly from public debt to economic growth. Beyond this, causal relationships may vary according to the presence of structural breaks as well as different frequency characteristics. The focus of this study is to address these issues. In this context, we comparatively investigate how structural changes and frequency characteristics affect the public debt-economic growth nexus using historical data covering the period 1870–2020 for G7 countries. Methodologically, we use Fourier Toda-Yamamoto and frequency-domain causality techniques from time and frequency-based approaches, respectively. Consistent with our expectations, we show that in the link between public debt and economic growth, they differ from or in some cases confirm each other based on the time and frequency-domain approaches. According to both approaches, in Italy and Japan, the feedback effect is valid, implying a mutual interaction between public debt and economic growth. Also, we find that this relationship is permanent. Similarly, we conclude that there is no causal relationship for France according to both approaches. For the remaining countries, however, we provide diverse evidence on both the direction of causality and the temporary/permanent nature of the causal relationship. The results on temporary or permanent causality at different frequencies offer policymakers and researchers detailed insights into an obscure aspect of the existing literature.
... Extensive research has been conducted to examine the correlation between government expenditure and economic growth. The findings of these studies suggest that there exists an inverse relationship between the two variables when the debt threshold surpasses a certain level (Azam & Khan, 2020;Eberhardt & Presbitero, 2015;Gómez-Puig & Sosvilla-Rivero, 2015;Mitze & Matz, 2015;Woo & Kumar, 2015). This perspective posits that government debt exerts a detrimental influence on economic growth through its impact on private savings and investments, total factor productivity, and capital accumulation. ...
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Purpose: Economic growth is widely regarded as a crucial indicator of economic advancement within a nation, as it has significant implications for the provision of state benefits, the improvement of living standards, and the generation of employment opportunities. The present study employed a time series analysis spanning from 1983 to 2018, focusing on Ghana, in order to comprehensively examine the diverse impact of both aggregate and disaggregated government expenditure and debt on the country's economic growth. Methodology: The study conducted initial examinations, including unit root tests, cointegration tests, and correlation matrices, to determine the statistical reliability and validity of the data series for the research. The long-run parameters were estimated using the two-stage least square regression method, the autoregressive distributed lag method, and the threshold regression method. Findings: Based on our research, it has been determined that government expenditure exerts a positive and statistically significant influence on overall economic growth. However, when examining the disaggregated effects, it becomes evident that consumption expenditure has a positive and significant impact on economic growth, whereas capital expenditure has a negative effect on economic growth. Unique Contribution to Theory, Practice and Policy (Recommendations): In relation to the prevailing economic conditions characterised by periods of prosperity or recession, it is evident that the government should prioritise its attention towards external debt rather than domestic debt during times of economic expansion. Moreover, during periods of economic downturn, it is imperative for the government to prioritise foreign direct investment as a means of financing its budget, rather than relying on debt
... To examine the causal relationship between public debt and real economic growth, the literature investigated a sample of 20 OECD countries in 40 years. The authors found two-way causality which depends on the specific country, hence it cannot be inferred that country's higher public debt always leads to lower economic growth (Donayre and Taivan, 2017;Gómez-Puig and Sosvilla-Rivero, 2015;Dreger and Reimers, 2013). Other studies have studied public debt through countries' optimal tax-to-GDP ratio thresholds to determine whether exceeding the optimal threshold of tax-to-GDP rate reduces GDP growth, and compared the optimal revenue tax thresholds of countries with appropriate solutions to identify issues that managers and investors need to consider in order to have synchronous solutions between macro policies, tax policies, investment policies, in addition, the authors studied economic growth in developed and developing countries and used an automatic vector regression (VAR) model to explore economic growth (Dinh, 2022;Al-Taie et al., 2022). ...
Article
This study investigates the relationship between countries' economic growth and government debt to explore whether exceeding government debt causes reduced GDP growth and compares countries' government debts to obtain a matching solution. This study Applies the VAR model, unit root test, and cointegration test to explore the impact of government debt on GDP growth, collecting data from 2000 to 2020 in Vietnam, the USA, China, and South Africa to estimate the government debt level and the relationship between countries' government debt and GDP growth. Government debt and GDP growth have a close negative relationship: South Africa, America, China, and Vietnam correspond to-71%, -28.6%, -85.2%, -34%, and the relationship between Vietnam's public debt with America's, respectively, and the relationship between Vietnam’s public debt with America’s, South Africa’s public debt, and China’s public debt is94.5%, 72.1%, and 88.4%, respectively, the relationship between America's public debt and China's public debt, South Africa's public debt is 90.1% and 78%, respectively, and the relationship between China's public debt and South Africa's public debt is 91.1%. The results support fiscal policy appropriately and identify issues for managers, investors, and readers to consider: have a comprehensive solution among macroeconomic policies, public debt policy, investment policy, and other policies to control and balance the relationship between public debt and GDP growth and have appropriate policies to regulate funds to stimulate investment over the long term.
... There are numerous studies that have analyzed the effects of economic growth on the public debt of countries such as (Pegkas, Staikouras & Tsamadias, 2020;Lim, 2019;De Vita, Trachanas & Luo, 2018;Gomez & Rivero, 2017;Gomez & Rivero, 2015;Bell, Johnston & Jones, 2015;Iovin & Navarro, 2015;Law, Ng, Kutan & Law, 2021). All studies represent a negative bidirectional relationship between economic growth and public debt. ...
Conference Paper
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Recently, when analyzing the performance of trading companies, various multi-criteria decision-making methods are increasingly used individually or integrated. In this way, because several criteria are used integrally at the same time, it is better to get a realistic idea of the achieved performance compared to classical methods. Based on that, this paper analyzes the performance of trading companies in Serbia based on the DIBR and WASPAS methods. The results of the WASPAS method show that DELHAIZE SERBIA DOO BELGRADE is in first place. Next: LIDL SERBIA KD NOVA PAZOVA, MERCATOR-S DOO NOVI SAD, NELT CO. DOO BELGRADE, MOL SERBIA DOO BELGRADE, PHOENIX PHARMA DOO BELGRADE, MERCATA VT DOO NOVI SAD, OMV SERBIA DOO BELGRADE, LUKOIL SERBIA DOO BELGRADE and KNEZ PETROL DOO ZEMUN. Foreign retail chains are better positioned than domestic ones. They apply new business methods (multichannel sales - store and electronic, private label, sale of organic products, etc.) and the degree of digitization of the entire business is greater. Overall, under the positive influence of numerous macro and micro factors (favorable economic climate, efficient management of human resources, assets, capital, sales and profit, digitization of the entire business, etc.), the performance of trading companies in Serbia has improved. Keywords : performance, efficiency, factors, DIBR and WASPAS method, Serbian trade
... There are numerous studies that have analyzed the effects of economic growth on the public debt of countries such as (Pegkas, Staikouras & Tsamadias, 2020;Lim, 2019;De Vita, Trachanas & Luo, 2018;Gomez & Rivero, 2017;Gomez & Rivero, 2015;Bell, Johnston & Jones, 2015;Iovin & Navarro, 2015;Law, Ng, Kutan & Law, 2021). All studies represent a negative bidirectional relationship between economic growth and public debt. ...
Conference Paper
The country's public debt is one of the main macroeconomic indicators of a country's stable economy. The authors in this study try to explain the diversity of the effects of many macroeconomic indicators on the public debt of developed and developing countries. The sample of the study includes 12 countries, of which the countries are divided into two groups. The first group includes developed countries while the second group includes developing countries. The aim of the study is to analyze and compare the effects of macroeconomic factors on the public debt of countries. The authors use the statistical software E-views where at the beginning of the study they analyze the descriptive data of developed and developing countries. After that, a series of diagnostic tests are performed, such as unit root tests and the derivation of the correlation matrix in order to reject the hypotheses of non-stationarity and collinearity. At the end of the research, the authors use the POLS method and the Fixed effect model to interpret the effects of independent variables on the dependent variable of public debt. The study covers the period from 1998 to 2023 and includes projections for the year 2024. An additional goal of the study is to observe and analyze the movement of macroeconomic factors in crisis and recessionary periods of the world economy. These findings will be useful to regulators who are developing, amending, or implementing public debt laws, policies, and regulations.
... Negative interaction between debt and growth in a non-linear relationship over a specific limit of debt (the "threshold hypothesis") has been characterised by the first wave of literature as a "stylized fact". Some researchers (Panizza and Presbitero, 2014;Eberhardt and Presbitero, 2015;Gomez-Puig and Sosvilla-Rivero, 2015) identify serious technical challenges when validating the methodology. Among others, they revealed cross-country heterogeneity, parameter instability, and endogeneity problems. ...
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This study investigates the relationship between national terms of trade (price of export relative to import) and commodity terms of trade (price of primary commodity relative to manufactured goods) using data on forty-eight (48) Sub- Sahara Africa (SSA) countries. Data sourced from the International Monetary Fund (IMF) database and World Bank (WB) Development Indicator (WDI) was estimated via panel autoregressive distributed lag (panel-ARDL). The result provides evidence of a stable positive long-run relationship between commodity terms of trade and terms of trade of individual Sub-Sahara Africa countries. This implies that a decline in the relative price of primary commodity will result in a fall in aggregate terms of trade in the long run. The study submitted that commodity terms of trade is a useful indicator of the movement in the aggregate terms of trade of countries in Sub-Sahara Africa and the validity of Prebisch-Singer hypothesis (PSH). We recommend a big-push investment in the production and export of primary commodity since the trend in the terms of trade of primary commodity reflects the trend in the terms of trade of manufactured goods.
... One has to keep in mind that causal connections between sub-indices might also work both ways. To explore the bidirectional causal relationships, future research could use other techniques of data analysis, such as the Granger causality test on the vector autoregressive model and the error correction model (e.g., Gomez-Puig and Sosvilla-Rivero, 2015;King and Du, 2018). ...
Article
We apply a four-stage methodology (i.e., cluster analysis, data mining, partial least square path modeling, and importance-performance analysis) to identify the critical paths to multi-dimensional prosperity of nations. Using the Legatum Prosperity Index across 142 countries as a proxy for prosperity, we find strong evidence of the positive causal mechanisms among dimensions of prosperity. This implies that individual dimensions of prosperity should not be weighted equally in designing policies that support prosperity of nations. In line with human capital theory, we find that education and the pupil to teacher ratio are the key policy drivers of prosperity enhancement.
... For detailed views about external debt and growth nexus, see (Panizza & Presbitero, 2014;Khursheed & Siddiqui 2016;Chaudhry et al., 2017;Vita et al., 2018;Joy & Panda, 2019;Patricia & Ugwuanyi, 2019). Several econometric techniques are applied on different datasets and find the existence of causality as well as the direction of causality based on the assumption of crosssectional independence (see, Gomez-Puig & Sosvilla-Rivero, 2015;Favour et al., 2017;Qureshi & Liaqat, 2020;Akdugan & Yıldız, 2020;Hameed & Quddus, 2020). The findings of the above studies are diversified and contradicted regarding the impact, the existence of causality, and the direction of the causality between external debt's categories and economic growth. ...
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This study investigates the causal relationship between public and private external debt and economic growth in developing countries. Our model includes 18 selected Asian developing and transition economies from 1995 thru 2019. We employ the dynamic heterogeneous panel data methods, pooled mean group (PMG), robust cross-sectional augmented autoregressive distributed lag (CS-ARDL), and pairwise panel causality test. The results of PMG and CS-ARDL show the existence of causality between external debt and economic growth both in the short-run and long-run. The pairwise Granger causality test found the bidirectional causal relationship runs from total external debt, public external debt, and private external debt to economic growth and economic growth to external debt. The results showed first the existence of causality in the short-run and long-run between external debt and economic growth and the second, bi-directional causality that runs from external debt to economic growth and economic growth to external debt. Both the dynamic models and robust estimator found the same inferences about the impact of main variables on economic growth in Asian developing and transition economies. The findings of this study suggest to assure debt management, investment in productive sectors, increase domestic savings, decrease external dependency, and focus on international trade.
... The empirical results suggest a positive and statistically significannt impact of debt on GDP growth. Puig and Rivero(2015) they tested the relationship on debt and growth with Granger causality analysis. In the study EMU countries (Greece, Ireland, Italy, Portugal, Spain, Austria, Belgium, Finland, France, Germany) data between 1980 and 2013 were used. ...
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For developing countries, sustainable economic growth is one of the key macroeconomic objective. However not every country has enough capital to support GDP growth. Even that the country hasn’t enough national capital, the government can borrow some capital as external debt to support GDP growth. The aim of this study is to investigate the relationship between economic growth and external debt fort he Brazilian economy. In this study, the effect of various variables such as the ratio of external debt to GDP, ratio of debt service stock to GDP, the ratio of national expenditure to GDP, real Exchange rate, trade openness were investigated in the long run and short run. Accordingly, the effect of external debt on economic growth was determined with the help of ARDL Bound Test. The data used in the study covers the period of 1970-2015. Acording to the findings, a long- term relationship was found between external debt and growth rate in Brazil. It was concluded that external debt had a negative effect on the economic growth. According to this result, it is thought that developing countries external borrowing, providing sustainable debt and converting debt into investments will increase the GDP.
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The current research examines the impact of different macroeconomic indicators on Djibouti's external debt from 1990 to 2022 using the Autoregressive Distributed Lag (ARDL) model. The empirical model provides evidence that economic growth, trade, and government expenditure have a positive and significant impact on external debt. Moreover, the findings uncovered a positive relationship between Djibouti's national savings and external debt. Interestingly, FDI inflows and population growth showcased insignificant impacts on external debt during the long run. This can be explained by the lack of a business operating environment that attracts FDI and a limited number of consuming customers due to the modest percentage of the Djiboutian population. Consequently, these findings highlight the importance of sustained economic growth, trade efficiency, and fiscal prudence in managing and potentially reducing external debt. Additionally, the insight into the relationship between national savings and external debt provides a foundation for further exploration into Djibouti's borrowing and behaviors.
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In the last two and a half decades, the volatility of agricultural commodity prices has become a significant concern for governments, policymakers, farmers, traders, and consumers. This issue gained prominence particularly during the episodic rises in prices from 2007 to 2011, and has been exacerbated by the Covid-19 pandemic and the Russia-Ukraine war. In this volatile global economy, Ghana has relied on imports of livestock and meat products, such as beef and mutton, to supplement its domestic supply. This dependence on foreign imports implies a trade flow between Ghana's domestic meat markets and foreign markets, with the potential for volatility transmission across these markets. To investigate this issue, we employed multivariate GARCH models (DCC & CCC) to assess the nature of volatility transmission between foreign meat markets and domestic meat markets in Ghana. Additionally, we examined the influence of macroeconomic indicators such as crude oil price returns and exchange rates on the volatility of meat returns. Our study utilized monthly data from five countries that traded beef and mutton with Ghana from 2016 to 2020. The findings indicate that the domestic and foreign meat markets are interdependent, particularly in the beef markets, where volatility in foreign markets is transmitted to Ghana's domestic market. The study further reveals that, the instability of key macroeconomic variables, specifically crude oil price returns and exchange rates, significantly impacts the volatility transmission of meat price returns in Ghana. Based on these findings, we recommend that the government of Ghana adopt a coordinated approach to market regulation in the meat sector to help stabilize prices and reduce volatility. This could involve setting standards for quality, hygiene, and pricing among meat importers and traders, as well as monitoring imports to ensure that only certified and licensed traders are involved in the import and trade of foreign meat products. Such measures would help prevent market distortions and contribute to a more stable meat market in Ghana.
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In this paper, we explore the causal relationships between energy, debt, and growth for a selection of nine OECD European countries. This examination enables us to draw lessons and deduce implications regarding the interconnections between these variables, helping us determine whether they evolve independently, or are mutually related. To conduct this analysis, we utilize annual data and employ econometric techniques, including vector-autoregressive (VAR) models, as well as Granger and Toda-Yamamoto causality tests, applied to specific countries within the group. Our key findings provide significant insights, enabling us to categorize the countries by their levels of indebtedness and energy independence. The inclusion of energy supply results in a more coherent segmentation of countries, consistent with descriptions in the literature. This classification provides a clearer understanding of the economic and energy dynamics within these nations and helps inform policy decisions aimed at managing debt levels and enhancing energy security.
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Penelitian ini bertujuan mengidentifikasi hubungan kausalitas dari utang luar negeri dan pertumbuhan ekonomi serta mengidentifikasi bagaimana arah dan pengaruh antara utang luar negri dan pertumbuhan ekonomi di Indonesia baik dalam jangka pendek maupun dalam jangka panjang. Dengan menggunakan metode uji kausalitas granger dan estimasi model error correction model dengan periode waktu 1990-2019 , penelitian ini memberikan hasil bahwa terdapat hubungan kausalitas satu arah antara utang luar negeri dengan pertumbuhan ekonomi di Indonesia. Utang luar negeri berpengaruh terhadap pertumbuhan ekonomi baik dalam jangka pendek maupun dalam jangka panjang. Ini membuktikan bahwa Hipotesis Richardian Equivalence yang meyatakan bahwa utang luar negeri tidak berpengaruh terhadap pertumbuhan ekonomi tidak terbukti terjadi di Indonesia.
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This article estimates the impact of the level of regional public debt on the rate of regional economic growth in the context of socio-economic development of Russian regions. The results obtained are important for determining the optimal level of regional public debt in order to increase the efficiency of the Russian regional budget policy. The level of regional public debt is understood in this study as the ratio of regional public debt to its GRP. Considering the heterogeneity of regions in the modeling process, the subjects were clustered by the level of socio-economic development using the k-means algorithm. Further, the results of clustering were used in econometric models to identify differences in the level of regional public debt impact on the economic growth of regions depending on the level of their socio-economic development. Using panel data models for the subjects of the Russian Federation, the negative impact of the public debt level on regional economic growth rates was revealed for regions with a low and medium levels of socio-economic development. By implementing the Hansen procedure for the subjects of these clusters, the threshold level of regional public debt was found. It is equal to 2.36% of GRP, above which the neutral impact of public debt on economic growth is replaced by a negative one. For regions with a high level of socio-economic development it was found that changes in the level of public debt are neutral in relation to regional economic growth. These results allowed us to formulate recommendations for regional budget policy.
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Chapter
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This paper explores the relationship between debt and growth in the 28 EU member states over the 1995-2014 period using an interacted panel data estimator in standard augmented Solow growth regression. The nonlinear nature of the debt-growth relationship allows for computation of the optimal turning point given the set of four conditioning variables. Additionally, the heterogeneity in EU members? growth rates is explored by a panel data quantile regression estimator with nonadditive fixed effects. The results suggest that while additional government consumption decreases the level of growth-maximizing debt, the level of private debt has a positive impact on the optimal turning point. On average, estimated optimal debt thresholds are located in the vicinity of the policy-set 60% debt-to-GDP ratio; however, the observed high heterogeneity in the underlying data results in wide confidence intervals.
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Economic growth of a country carries its image in international markets and public debt forms part of its country’s economic activity. Economies need funds for economic development and public borrowings become necessary to achieved it. While the developed economies are self-sufficient in terms of innovation and technological advancement, the smaller and developing economies have to make up their value addition and build up their competitive advantage. The study seeks to determine relationship between public debt and economic growth and to see if any policy changes can combat crisis and achieve economic progress. The study is premised on the understanding that many countries have been facing issues with external debt. Therefore, the study constructs a framework for rationalization of impact of government’s external debt on economic growth of select countries, Brazil, Russia, India, China and South Africa (BRICS). Panel data analysis are conducted to provide a framework to check if there is any relationship between government’s external debt and economic growth. It would be a useful exercise to find out the impact of former on the latter and the extent of the effect based on select factors. Keywords: External Debt, Debt Service and Economic Growth, Panel Data Analysis, Inflation.
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This paper considers how the choice of a unit of account affects the formation of an optimal currency area (OCA). First, we show that forming a currency union internalizes the exchange rate risk and leads to smoothing of consumption levels. However, changing the unit of account of the inherited sovereign debt to a common currency may increase a country’s debt burden if a debtor country is more likely to face a trade deficit within the union. Therefore, the OCA is determined by this trade-off and the debtor country may be better off choosing not to enter the currency union when it faces a high inherited sovereign debt.
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This paper aims to outline the stability conditions and the determinants of the public debt-to-GDP ratio within a theoretical framework representing the main features of a monetary economy of production. To this end, we first derive such conditions within a Stock-Flow Consistent model of a dynamic version of the traditional income-expenditure scheme with endogenous public debt service and only fiat money. Secondly, we extend the model to include investments and bank loans, thus considering both fiat and private money creation. Thereby, we develop an analytically solvable SFC model based on the Supermultiplier approach. Our main findings outline that: i) The steady-state value of the public debt-to-GDP ratio is determined by the saving rate, the growth rate of primary public spending, the tax rate, the capital intensity of the production process and the interest rate. Given these values, there exists a “natural” level of the public debt-to-GDP ratio towards which the system converges in the long-run. This result calls into question the idea of imposing exogenously given thresholds for targeting budgetary rules independently from the very specific features of each economic system; ii) The necessary condition for the stability of the public debt-to-GDP ratio is the absence of fiscal rules jointly to no full-hoarding of income from interests accrued on public bonds. It becomes sufficient when one of the following is fulfilled: the growth rate of primary public expenditure or the interest rate or the propensity to consume out-of-wealth is higher than zero. Finally, we highlight that the only fiscal manoeuvres that Government has at its disposal to lower the ratio consists of a permanent expansion in the growth rate of public spending or an increase in the tax rate.
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Purpose The purpose of this study is to empirically analyze the role of sukuk in the monetary policy transmission mechanism through the asset price and exchange rate channels in the Indonesian economy. Design/methodology/approach Using the monthly data from January 2003 to November 2017, this study uses a multivariate vector error correction model causality framework. To examine the role of sukuk in the monetary policy transmission mechanism through the asset price channel, this study uses the variables of consumption, inflation, interest rates, economic growth and the composite stock price index. Meanwhile, to examine the role of sukuk in the monetary policy transmission mechanism through the exchange rate channel, this study used variables of inflation, interest rates, economic growth, foreign investment and exchange rate. Findings This study documented that sukuk has no causal relationship with inflation through asset price and exchange rate channels. Nevertheless, sukuk has a bidirectional causal relationship with economic growth through asset price and exchange rate channels. Sukuk is also documented to have a causal relationship with monetary policy variables of interest rate and stock prices through asset price and exchange rate channels. Finally, a unidirectional causality is recorded running from the exchange rate to sukuk in the exchange rate channel. Research limitations/implications The finding of independence of the sukuk market from interest rates provides evidence that the trading of the sukuk in Indonesia has been in harmony with the Islamic tenets. Practical implications The relevant Indonesian authorities need to enhance both domestic and global sukuk markets as part of efforts to promote the sustainability of Islamic capital market development in Indonesia. Originality/value To the best of the authors’ knowledge, this study is among the first attempts to empirically investigate the role of sukuk in monetary policy transmission through asset price and exchange rate channels in the context of the Indonesian economy.
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Which variables have supported growth in the euro area over the last 30 years? Answering is challenging due to dimensionality problems caused by a large set of potential determinants, limited data availability, and the prospect of non-stationarity of some variables. We propose an atheoretical framework starting with a set of 35 real, financial, monetary, and institutional variables for nine of the initial euro area countries covering the period between 1990Q1 and 2019Q4. Using the Weighted-Average Least Squares method, we gather clues about which variables to select. We quantify the impact of various determinants of growth in the short and long runs. Our main findings are that institutional reforms, competitiveness, monetary policy and a decrease in systemic risk play a relevant role for long-run growth in the euro area. Surprisingly, the fiscal deficit is not an important factor, and neither is credit to households. Lower debt to GDP ratios are beneficial in the short run. Credit to firms has been an important factor for growth in core countries and an increase in global GDP spillovers positively to the euro area growth in a longer horizon.
Article
This study investigates the relationship between external borrowing and economic growth in the Commonwealth Independent States during the period 1995–2018. Autoregressive distributed lag (ARDL) model is employed to determine the co-integration relationship among the series and then vector error correction model (VECM) is used to analyse the causality between external debt and income. The obtained results suggest that there is a negative long-term unidirectional causal relationship running from external debt to GDP presenting a strong evidence of existence of debt overhang hypothesis. The possible reasons for this unidirectional causal relationship can be explained by poor management of provided financial resources and incomplete governance in economic transition process along with structural rigidities and immature institutions in these countries which, in the long term, resulted in insufficient capital charged to service external debt. The policymakers in these post-Soviet countries should not use foreign loans to capitalise the deficits in the economies; instead, they should be more determined in employing these funds in the areas that will create national value-added production and, thus, future income. JEL Classification: C10, F34, H63
Article
Purpose Considering the continuous rise in the public debt stock of developing countries (particularly Ghana) with the unstable economic growth rate for the past decades and the recent borrowing because of the impact of COVID 19, this paper aims to examine the causal relationships between public debt and economic growth over time. Design/methodology/approach The paper uses a dynamic multivariate autoregressive-distributed lag (ARDL)-based Granger-causality model to test the causal relationships between public debt and economic growth [gross domestic product (GDP)]. Annual time-series data that spanned 1978–2018 were sourced from the World Bank Development Indicator database and the IMF fiscal Affairs Department Database and WEO. Findings The results reveal that public debt has no causal relationship with GDP in the short-run but there is unidirectional Granger causality running from public debt to GDP in the long run. Again, investment spending has a negative bi-directional causal relationship with GDP in the short-run but they have a positive bi-directional causal relationship in the long run. Conversely, no short-run causal relationship exists between government consumption expenditure and GDP but long-run Granger causality runs from government consumption expenditure to GDP. Finally, public debt has a positive impact on the inflation rate in the short run. Practical implications The findings imply that government(s) must ensure high fiscal discipline to serve as a precursor for the effective and efficient use of recent borrowing, that is, the loans should be used for highly prioritized projects (preferably investment spending) that are well evaluated and self-sustained to add positively to the GDP. Originality/value This paper provides contemporary findings to augment extant literature on public debt and economic growth by using variables and empirical models, which prior studies could not sufficiently cover in a developing country perspective and affirms that public debt contributes to GDP only in the long run.
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The complex correlation between public debt and economic growth is very important and is a focus of research within the scientific community and among policy makers. The main purpose of this paper is to identify the correlation between the level of public debt and the level of economic growth in select European Union countries. It is an empirical study of the transmission mechanisms and impact of public debt on economic growth in countries which joined the European Union in 2004 or later. The time range of the analyses covers the years 2000–2019. Estimation of the model parameters shows that the level of public debt had an impact on economic growth only in some countries.
Article
The EU sets strict fiscal criteria for its member states and has introduced initiatives to foster entrepreneurship, competitiveness, and growth. Following the financial crisis, which affected certain Eurozone countries, the EU updated its fiscal rules, establishing a stricter framework. The EU is founded on the principle that fiscal stability facilitates entrepreneurship and competitiveness. Therefore, compliance with fiscal rules improves the business environment. Nonetheless, the literature seems to be divided on this principle. One side argues that fiscal stability positively affects entrepreneurship and competitiveness. The opposing side argues that increased public debt and fiscal deficits do not ex ante affect growth rates. In this article, we attempt to evaluate the relationship between fiscal governance, entrepreneurship, and competitiveness. Descriptive statistics, panel data analysis, and ordinary least squares methods were employed to examine the relationship between fiscal governance indicators and entrepreneurship and competitiveness indicators. We used data from countries that experienced fiscal imbalance, namely Portugal, Greece, Spain, and Italy. According to the findings of our research, fiscal balance positively affected the growth rate in all cases. Yet, that current account balance, unit labor cost, and business birth rate equally affected growth rate and global entrepreneurship index in all countries cannot be supported.
Article
The crux of the study was to ascertain whether (and to what extent) the different deficit financing options impacted inclusive growth in India and Nigeria. The paper conducted an empirical analysis using data covering the period from 1989 to 2018 using the ARDL model. Some interesting results were obtained. First, foreign aid positively impacted inclusive growth in both short and long run for Nigeria. Contrarily, the results for India presented an inverse relationship between aid and inclusive growth with no statistical significance in the short and long run. Second, the impact of borrowing on inclusive growth was significant and negative for short run and long run in India. In the Nigerian case, the findings highlighted a positive and significant effect of borrowing on inclusive growth for both time horizons. Third, on the issue of human capital investments, the government expenditure on education effect on growth inclusiveness was found to be positive and negative in the short and long run, respectively, for India. On the other hand, government expenditure on health was negative in the short run and positive in the long run in Nigeria. Thus, there are a number of relatable policy recommendations viz: (i) Nigeria needs to utilize its borrowing options more effectively by undertaking relevant infrastructural and human capital investments; (ii) Instead of reliance on foreign aid for growth, Nigeria could join the liquidity race by attracting more diaspora remittances like its comparator India; (iii) The government of India should devote even more resources to capital expenditure to drive long-term investments and ensure that a greater number of citizens benefit from the process.
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This paper offers a straightforward and descriptive contribution to the recent and busy debate on fiscal discipline made popular by the seminal Reinhart and Rogoff (2010; Growth in a time of debt. American Economic Review, vol. 100, no. 2, 573–78) paper, after policymakers have sought foundation and justification for a policy known as austerity measures, following on from the sovereign debt crisis of 2010. We revisit the debate on whether or not higher debt levels impede growth rates and offer a time series perspective of a corrected data set and a more recent higher-frequency source. We find that with further hindsight, and from a time series perspective, there is little to no support for the view that higher levels of debt cause reductions in economic activity. In contrast to Reinhart and Rogoff (2010), we suggest that economic slumps tend to cause debt build-ups rather than vice versa.
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The Union Finance Minister on 20th September, 2019 has announced the highest corporate tax rate cuts in last 28 years as a level playing field for both the existing and green field firms for turning around the sluggish economy. The stimulus package notwithstanding has likely to accelerate the demand in the short run, but to increase the fiscal deficit inasmuch the government would increase its spending through borrowings which could lead to fiscal slippage. Instead of excessive dependence on the fiscal measures, the government should initiate economic and judiciary reforms for accelerating the growth and to improve the doing businesses.
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This paper surveys the recent literature on the links between public debt and economic growth in advanced economies. We find that theoretical models yield ambiguous results. Whether high levels of public debt have a negative effect on long-run growth is thus an empirical question. While many papers have found a negative correlation between debt and growth, our reading of the empirical literature is that there is no paper that can make a strong case for a causal relationship going from debt to economic growth. We also find that the presence of thresholds and, more in general, of a non-monotone relationship between debt and growth is not robust to small changes in data coverage and empirical techniques. We conclude with a discussion of the challenges involved in measuring and defining public debt and some suggestions for future research which, in our view, should emphasize cross-country heterogeneity.
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This paper analyses the Granger-causality relationship between the growth of the real GDP per capita and the public debt, here represented by the ratio of the current primary surplus/GDP and the ratio of the gross Government debt/GDP. Using OECD annual data for 20 countries between 1988 and 2001, we adapt the methodology recently applied by Erdil and Yetkiner (2008) and we conclude that there is clear Granger causality and that it is always bi-directional. In addition, our findings point to a heterogeneous behaviour across the different countries. These results have important policy implications since not only does public debt restrain economic growth, but also real GDP per capita growth influences the evolution of public debt.
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This paper looks at the short history of the Eurozone through the lens of an evolutionary approach to forming new institutions. The euro has operated as a currency without a state under the dominance of Germany. This by itself may be good news, as long as Germany does not shirk its growing responsibility for the euro’s future. This would require Germany to invest more in upgrading Eurozone institutions and balancing its dominance gains with the economic and political responsibilities that come with it. Germany’s resilience and dominant size within the EU may explain its ‘muddling-through’ approach toward the Eurozone crisis: doing enough to prevent the unraveling of the Eurozone while resisting policies that may mitigate the depth of the crisis if they involve short-run costs to Germany. We review several manifestations of this muddling-through process. Germany’s attitude toward the Eurozone resembles the attitude of the United States toward the Bretton Woods system in the 1960s – benign neglect of the growing tensions, which led to the ultimate demise of the Bretton Woods system. Chances are that unraveling the Eurozone would be much more costly than the end of the Bretton Woods regime. One hopes that the muddling-through process would work as stepping-stones toward a more perfect euro union, yet hope may not be enough to deliver it.
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We put the original Reinhart-Rogoff data-set, made public by Herndon et al. (2013), to a formal econometric test to identify public debt thresholds endogenously. We show that the nonlinear relation between debt and growth is not robust. Taken with a pinch of salt, our results suggest, however, that a negative association between central government debt and growth may set in at debt levels as low as 20% of GDP. Further (and greater) thresholds may exist, but their magnitude is uncertain. For general government debt, the threshold is considerably higher at about 50%. Country-specific estimates reveal a large amount of cross-country heterogeneity. For some countries including the United States, a nonlinear negative link can be detected at about 30% of GDP. For others, no nonlinearities can be established. Our results are a formal econometric confirmation that the 90% public debt threshold is not in the Reinhart-Rogoff data. But our results also seem to suggest that public debt be associated with poor economic performance at fairly moderate public debt levels. The absence of threshold effects or low estimated thresholds may not preclude the emergence of further threshold effects, especially as public debt levels are rising to unprecedentedly high levels.
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This paper analyzes the possible presence of Granger causality between debt and growth in 16 OECD countries from 1980 to 2009. This is done considering not only government debt but also non-financial corporate and household debt. The panel bootstrap Granger causality test applied allows us to control for both the presence of cross-country heterogeneity and cross-sectional dependence. Our results barely provide evidence against the null hypothesis according to which government debt does not cause real GDP growth. More interestingly, we find evidence against the absence of causality from non-financial private debt - especially that of households - to growth.
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The IMF's Global Integrated Monetary and Fiscal model (GIMF) is used to examine the scope for structural reforms in the euro area to offset the negative impact of fiscal consolidation required to put public debt back on a sustainable path. The results suggest that structural reforms in core countries could be expected to offset the near-term negative impact on activity arising from the required fiscal consolidation. However, for the periphery, the results suggest that it would take several years before structural reforms could return the level of output back to its pre-consolidation path.
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This article reanalyses data used by Reinhart and Rogoff (2010c, American Economic Review, 100: 573–78—RR), and later Herndon et al. (2013, Cambridge Journal of Economics, online, doi: 10.1093/cje/bet075) to consider the relationship between growth and debt in developed countries. The consistency over countries and the causal direction of RR’s so called ‘stylised fact’ is considered. Using multilevel models, we find that when the effect of debt on growth is allowed to vary, and linear time trends are fully controlled for, the average effect of debt on growth disappears, whilst country-specific debt relations vary significantly. Additionally, countries with high debt levels appear more volatile in their growth rates. Regarding causality, we develop a new method extending distributed lag models to multilevel situations. These models suggest the causal direction is predominantly growth-to-debt, and is consistent (with some exceptions) across countries. We argue that RR’s findings are too simplistic, with limited policy relevance, whilst demonstrating how multilevel models can explicate realistically complex scenarios.
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Implementation of fiscal consolidation by advanced economies in coming years needs to take into account the short and long-run interactions between economic growth and fiscal policy. Many countries must reduce high public debt to GDP ratios that penalize longterm growth. However, fiscal adjustment is likely to hurt growth in the short run, delaying improvements in fiscal indicators, including deficits, debt, and financing costs. Revenue and expenditure policies are also critical in affecting productivity and employment growth. This paper discusses the complex relationships between fiscal policy and growth both in the short and in the long run.
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In their already-famous 2010 article "Growth-in-a-Time-of-Debt" (AER-100(2)-pp.-573-78), Carmen Reinhart and Kenneth Rogoff show that average post-WW2 economic growth is dramatically declining in advanced economies, once the debt-to-GDP ratio is above a 90% threshold. We explore the relevance of this exogenous threshold using up-to-date econometric techniques, and reveal an endogenously-estimated threshold around a debt-to-GDP ratio of 115%, above which the negative debt-growth link changes sign. Consequently, additional evidence is needed before suggesting policy recommendations regarding growth effects of fiscal policy in such high debt regimes, which may be subject to complex nonlinearities.
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This article attempts to re-evaluate the sustainability of the fiscal deficit as well as the long-run macroeconomic relationship between government spending and revenues for three South-European economies under financial market pressure and insolvency; Italy, Greece and Spain. The empirical analysis uses annual data from 1970 to 2010 and employs various cointegration techniques to account for possible linear and nonlinear effects in fiscal policy actions. The evidence for all three countries suggests that, allowing for structural break, (i) the fiscal deficits are weakly sustainable in the long-run, (ii) the spend-and-tax hypothesis is supported and (iii) the budgetary adjustment process is asymmetric in Italy and Spain.
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This book confronts the practical problems of modelling aggregate time series data, in a systematic and intergrated framework. The main problem in econometric modelling of time series is discovering sustainable and interpretable relationships between observed economic variables. The primary aim of this book is to develop an operational econometric approach which allows constructive modelling. Professor Hendry deals with methodological issues (model discovery, data mining, and progressive research strategies); with major tools for modelling (recursive methods, encompassing, super exogeneity, invariance tests); and with practical problems (collinearity, heteroscedasticity, and measurement errors). He also includes an extensive study of US money demand. The book is self-contained, with the technical background covered in appendices. It is thus suitable for first year graduate students, and includes solved examples and exercises to facilitate its use in teaching. Available in OSO: http://www.oxfordscholarship.com/oso/public/content/economicsfinance/0198283164/toc.html
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First published in 2001, Causality in Macroeconomics addresses the long-standing problems of causality while taking macroeconomics seriously. The practical concerns of the macroeconomist and abstract concerns of the philosopher inform each other. Grounded in pragmatic realism, the book rejects the popular idea that macroeconomics requires microfoundations, and argues that the macroeconomy is a set of structures that are best analyzed causally. Ideas originally due to Herbert Simon and the Cowles Commission are refined and generalized to non-linear systems, particularly to the non-linear systems with cross-equation restrictions that are ubiquitous in modern macroeconomic models with rational expectations (with and without regime-switching). These ideas help to clarify philosophical as well as economic issues. The structural approach to causality is then used to evaluate more familiar approaches to causality due to Granger, LeRoy and Glymour, Spirtes, Scheines and Kelly, as well as vector autoregressions, the Lucas critique, and the exogeneity concepts of Engle, Hendry and Richard.
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