We propose an economic lexicon (EL) specifically designed for textual applications in economics. We construct the dictionary with two important characteristics: (1) to have a wide coverage of terms used in documents discussing economic concepts, and (2) to provide a human-annotated sentiment score in the range [−1, 1]. We illustrate the use of the EL in the context of a simple sentiment measure and consider several applications in economics. The comparison to other lexicons shows that the EL is superior due to its wider coverage of domain relevant terms and its more accurate categorization of the word sentiment.
我们提出了一个专为经济学文本应用而设计的经济词典(EL)。我们构建的词典有两个重要特点:(1) 广泛覆盖讨论经济概念的文档中使用的术语;(2) 在[-1, 1]范围内提供人工标注的情感评分。我们以一个简单的情感度量来说明 EL 的使用,并考虑了它在经济学中的一些应用。与其他词典的比较表明,EL 因其更广泛的领域相关术语覆盖面和更准确的词语情感分类而更胜一筹。
{"title":"Sentiment analysis of economic text: A lexicon-based approach","authors":"Luca Barbaglia, Sergio Consoli, Sebastiano Manzan, Luca Tiozzo Pezzoli, Elisa Tosetti","doi":"10.1111/ecin.13264","DOIUrl":"https://doi.org/10.1111/ecin.13264","url":null,"abstract":"<p>We propose an economic lexicon (EL) specifically designed for textual applications in economics. We construct the dictionary with two important characteristics: (1) to have a wide coverage of terms used in documents discussing economic concepts, and (2) to provide a human-annotated sentiment score in the range [−1, 1]. We illustrate the use of the EL in the context of a simple sentiment measure and consider several applications in economics. The comparison to other lexicons shows that the EL is superior due to its wider coverage of domain relevant terms and its more accurate categorization of the word sentiment.</p>","PeriodicalId":51380,"journal":{"name":"Economic Inquiry","volume":"63 1","pages":"125-143"},"PeriodicalIF":1.7,"publicationDate":"2024-11-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/ecin.13264","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143114637","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Maria Ferrara, Cristiana Fiorelli, Elisabetta Marzano, Monica Varlese
Fiscal consolidation literature often neglects that there are economies characterized by sizable underground sectors, with their mechanisms of response to fiscal policy shocks. Therefore, reliable analyses of fiscal consolidation plans call for the decomposition of Gross Domestic Product in its regular and hidden components. We investigate fiscal consolidation effects in the context of tax evasion for the Italian economy. Results show that a temporary cut in public spending associated with a permanent drop in tax rate yet entails tax evasion reduction. The main underlying mechanism is the strong responsiveness of the underground sector, implying a reallocation of resources toward the regular sector.
{"title":"Fiscal consolidation plans with underground economy","authors":"Maria Ferrara, Cristiana Fiorelli, Elisabetta Marzano, Monica Varlese","doi":"10.1111/ecin.13263","DOIUrl":"https://doi.org/10.1111/ecin.13263","url":null,"abstract":"<p>Fiscal consolidation literature often neglects that there are economies characterized by sizable underground sectors, with their mechanisms of response to fiscal policy shocks. Therefore, reliable analyses of fiscal consolidation plans call for the decomposition of Gross Domestic Product in its regular and hidden components. We investigate fiscal consolidation effects in the context of tax evasion for the Italian economy. Results show that a temporary cut in public spending associated with a permanent drop in tax rate yet entails tax evasion reduction. The main underlying mechanism is the strong responsiveness of the underground sector, implying a reallocation of resources toward the regular sector.</p>","PeriodicalId":51380,"journal":{"name":"Economic Inquiry","volume":"63 1","pages":"144-159"},"PeriodicalIF":1.7,"publicationDate":"2024-11-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143112219","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}