Search results for "imbalance"

showing 10 items of 68 documents

Setting up of a machine learning algorithm for the identification of severe liver fibrosis profile in the general US population cohort

2022

Background: The progress of digital transformation in clinical practice opens the door to transforming the current clinical line for liver disease diagnosis from a late-stage diagnosis approach to an early-stage based one. Early diagnosis of liver fibrosis can prevent the progression of the disease and decrease liver-related morbidity and mortality. We developed here a machine learning (ML) algorithm containing standard parameters that can identify liver fibrosis in the general US population.Materials and methods: Starting from a public database (National Health and Nutrition Examination Survey, NHANES), representative of the American population with 7265 eligible subjects (control populati…

Imbalanced datasetMachine learningOversampling techniqueLiver fibrosiNHANESHealth Informaticstest performance evaluation.
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Deficit sustainability and inflation in EMU: An analysis from the Fiscal Theory of the Price Level

2007

Price determination theory typically focuses on the role of monetary policy, while the role of fiscal policy is usually neglected. From a different point of view, the Fiscal Theory of the Price Level takes into account monetary and fiscal policy interactions and assumes that fiscal policy may determine the price level, even if monetary authorities pursue an inflation targeting strategy. In this paper we try to test empirically whether the time path of the government budget in EMU countries would have affected price level determination. Our results point to the sustainability of fiscal policy in all the EMU countries but Finland, although no firm conclusions can be drawn about the prevalence…

InflationMacroeconomicsEconomics and EconometricsFiscal imbalanceInflation targetingjel:E62media_common.quotation_subjectMonetary policyjel:H62Monetary economicsFiscal Theory of the Price Level monetary and fiscal dominance central bank independence fiscal solvency inflationFiscal unionFiscal policyjel:O52Political Science and International RelationsFiscal theory of the price levelEconomicsPrice levelmedia_commonEuropean Journal of Political Economy
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Blessed Mary, Forgive Us Our Deficits

2013

Many studies have explored the medium-term determinants of current account balances. This paper contributes to the existing literature by introducing religious variables that until now have been omitted. We propose that Catholic countries tend to run current account deficits. This result remains robust even if we include both the official financial flows and the variables measuring the quality of institutions. In total we control for close to all of the variables that have been included in previous studies. To rationalize our result we consulted the World Values Survey and discovered that Roman Catholics do not consider thrift as important as other religious groups.

Institutional developmentmedia_common.quotation_subjectControl (management)Development economicsEconomicsGlobal imbalancesWorld Values SurveyQuality (business)Current accountRoman Catholicsmedia_commonSSRN Electronic Journal
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Changes in personal work goals in relation to the psychosocial work environment: A two-year follow-up study

2011

Associations between changes in the psychosocial work environment and changes in personal work goals were investigated in a two-wave, two-year longitudinal study. Psychosocial work environment was studied within the context of the Effort–Reward Imbalance model (ERI; Siegrist, 1996). The participants consisted of 423 young Finnish managers. Their most important personal work goals were categorized into seven content categories of competence, progression, well-being, job change, job security, organization, and finance at both measurement times. There were differences, especially in changes in the career opportunities factor of reward, between participants whose goals changed during the study.…

Longitudinal studypsychosocial work environment personal work goals goal contents effortApplied psychologyponnisteluiden ja palkkioiden epäsuhtaFollow up studiesreward effort-reward imbalance managerspsykososiaalinen työympäristöponnistelutJob changeWork environmentpalkkiotEffort reward imbalanceJob securityhenkilökohtaiset työtavoitteettavoitteiden sisällötPsychologyPsychosocialCompetence (human resources)Applied Psychologyta515johtajatWork & Stress
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Is the budget deficit sustainable when fiscal policy is non-linear? The case of Spain

2006

In this paper, we re-examine the long-run sustainability of budget deficits, when fiscal policy is conducted as a non-linear process. Our empirical methodology makes use of recent developments on threshold cointegration that consider the possibility of a non-linear relationship between government expenditures and revenues. The analysis is applied to the case of Spain, a country that has recently accomplished an important fiscal consolidation. Overall, our results suggest the presence of significant non-linear effects in Spanish fiscal policy, so that fiscal authorities would cut deficits only if they are ‘large’, which would assure in turn their long-run sustainability.

MacroeconomicsEconomics and EconometricsFiscal imbalanceDeficit spendingCointegrationSustainabilityEconomicsRevenueFiscal federalismFiscal unionFiscal policyJournal of Macroeconomics
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Deficit sustainability, and monetary versus fiscal dominance: The case of Spain, 1850–2000

2014

Abstract In this paper, we provide a test of the sustainability of the Spanish government deficit over the period 1850–2000, emphasizing the role played by monetary and fiscal dominance in order to get fiscal solvency. Since the condition of fiscal solvency was satisfied, government deficit would have been sustainable along the sample period. In addition, the whole period can be characterized as one of fiscal dominance.

MacroeconomicsEconomics and EconometricsFiscal imbalanceSolvencyDominance (economics)SustainabilityFiscal theory of the price levelEconomicsFiscal federalismMonetary economicsFiscal unionFiscal policyJournal of Policy Modeling
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MEDIUM-TERM DETERMINANTS OF INTERNATIONAL INVESTMENT POSITIONS: THE ROLE OF STRUCTURAL POLICIES

2012

This paper provides an empirical investigation of the medium-term determinants of international investment positions for a large sample of advanced and emerging economies. In addition to the usually considered drivers of foreign assets and liabilities, the analysis focuses on the role of structural policy indicators. Using cross-section and panel regression techniques the results suggest that structural policy settings are important medium-term drivers of capital flows, having a relatively large impact on gross and net foreign capital positions and on their composition. In particular, the results suggest that certain kinds of structural policy reform could help to narrow global imbalances,…

MacroeconomicsEconomics and EconometricsInternational investmentInvestment PositionsForeign capitalGlobal imbalancesGeneral Business Management and AccountingMedium termF21 JEL Classifications: E6 [Capital flows structural policies global imbalances JEL Classifications]EconomicsCapital employedCapital flowsEmerging marketsFinancePanel dataJournal of International Commerce, Economics and Policy
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Global imbalances and the intertemporal external budget constraint: A multicointegration approach

2013

Abstract This paper analyzes the external solvency of a group of 23 OECD countries for the period 1970–2012. The empirical strategy adopted underlines the increasing importance of the financial channel for the external adjustment as proposed in Gourinchas and Rey (2007) . We unify the traditional approaches to testing for external sustainability considering the stock-flow system created by the variables representing the external relationships of an open economy. External sustainability is tested using several types of cointegration and multicointegration tests. The results obtained point to weak sustainability in the flows analysis, whereas some degree of strong sustainability is found for …

MacroeconomicsEconomics and EconometricsSolvencyCointegrationF36F37Net foreign assetsRestricted accessGlobal imbalancesOecd countriesInternational economicsCurrent accountMulticointegrationSustainabilityEconomicsStructural breaksF32Open economyFinanceBudget constraintC22
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The Analysis on the Cyclical Behaviour of Fiscal Policy in the EU Member States

2013

Abstract This paper deals with the topic of cyclicality of fiscal policy. The main purpose of this paper is to determine the cyclical behaviour of fiscal policy in the EU member states, using historical time series for all the European countries during the period between 1995- 2011. The results pointed out that the procyclical fiscal policies are a feature of developing countries and the countercyclical and acyclical fiscal policies are a feature of developed counties.

MacroeconomicsFiscal imbalanceCountercyclical fiscal policyPublic expendituresMember statesGeneral EngineeringEconomicsEnergy Engineering and Power TechnologyDeveloping countryFiscal unionBudget balanceFiscal policyProcyclical fiscal policyProcedia Economics and Finance
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Can fiscal decentralization alleviate government consumption volatility?

2016

We analyse how fiscal decentralization affects the volatility of government consumption extending the existing literature that mainly deals with the effects of the former on government size. Using data for 97 developed and developing countries from 1971 to 2010, we find that a higher degree of fiscal decentralization leads to lower government consumption volatility. This result holds for the sub-sample of advanced economies, while it is not confirmed for those less-developed. This mechanism seems to work mainly through a lower volatility of the non-discretionary spending, which typically belongs to the central government’s policy. We also confirm existing findings according to which country…

Macroeconomicsjel:E62jel:H60Decentralization0502 economics and businessEconomics050207 economics050205 econometrics Government spendingFiscal imbalanceautomatic stabilisers; country size; fiscal decentralization; fiscal policy; spending volatility; economics and econometricsfiscal decentralization05 social sciencesautomatic stabiliserseconomics and econometricsAutomatic stabiliserjel:H71jel:H72Fiscal unionFiscal policyFiscal policy fiscal decentralization spending volatility automatic stabilisers country sizeCentral governmentGovernment revenueVolatility (finance)country sizefiscal policyspending volatility
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