Econometrics meets sentiment: An overview of methodology and applications

A Algaba, D Ardia, K Bluteau, S Borms… - Journal of Economic …, 2020 - Wiley Online Library
The advent of massive amounts of textual, audio, and visual data has spurred the
development of econometric methodology to transform qualitative sentiment data into …

Nomination committee characteristics and exposure to environmental, social and governance (ESG) controversies: evidence from European global systemically …

AP Iannuzzi, S Dell'Atti, E D'Apolito… - … The International Journal …, 2023 - emerald.com
Purpose Based on the agency and resource dependence theories, this study aims to
investigate whether nomination committee (NC) characteristics could serve as key attributes …

The impact of interest rate, exchange rate and European business climate on economic growth in Romania: An ARDL approach with structural breaks

M Hatmanu, C Cautisanu, M Ifrim - Sustainability, 2020 - mdpi.com
The role of the interest and exchange rates in sustaining economic growth has been a highly
researched subject. Therefore, this study examines the influence of the monetary policy …

[HTML][HTML] Questioning the news about economic growth: Sparse forecasting using thousands of news-based sentiment values

D Ardia, K Bluteau, K Boudt - International Journal of Forecasting, 2019 - Elsevier
The modern calculation of textual sentiment involves a myriad of choices as to the actual
calibration. We introduce a general sentiment engineering framework that optimizes the …

Economic sentiment indicators and their prediction capabilities in business cycles of EU countries

A Tkacova, B Gavurova - Oeconomia Copernicana, 2023 - ceeol.com
Research background: The post-World Financial Crisis period has showed us that an
application of the qualitative data focused on the expectations of the enterprises and …

Economic forecasting with evolved confidence indicators

O Claveria, E Monte, S Torra - Economic Modelling, 2020 - Elsevier
We present a machine-learning method for sentiment indicators construction that allows an
automated variable selection procedure. By means of genetic programming, we generate …

A reappraisal of the causal relationship between sentiment proxies and stock returns

PMN Reis, C Pinho - Journal of Behavioral Finance, 2021 - Taylor & Francis
This article investigates the suitability of 13 investor sentiment proxies as causal
explanations for monthly stock returns of the European S&P 350 constituents over 45 years …

Impact of the COVID-19 pandemic on economic sentiment: A cross-country study

H Zhang, Y Ding, J Li - Emerging Markets Finance and Trade, 2021 - Taylor & Francis
This paper empirically analyzes the impact of the COVID-19 pandemic on economic
sentiment by constructing an econometric model using monthly data from 36 countries from …

A note on the “Economic policy uncertainty index”

BŠ Perić, P Sorić - Social Indicators Research, 2018 - Springer
This paper builds upon the renowned media reports-based “Economic policy
uncertainty”(EPU) index and analyzes its Granger-causal interrelationships with consumer …

Economic sentiment and business cycles: A spillover methodology approach

M Čižmešija, T Škrinjarić - Economic systems, 2021 - Elsevier
This paper is one of the latest attempts to observe and explain the relationship between the
Economic Sentiment Indicator (ESI) and GDP growth. This new approach uses the Diebold …