Do the words matter? An analysis of the linguistic sentiment of earnings conference calls and abnormal stock returns in brazilian companies

Detalhes bibliográficos
Autor(a) principal: Viana Junior, D. B. C.
Data de Publicação: 2019
Outros Autores: Castro, L. A., Ponte, V. M. R., Lima, M. C.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10071/19916
Resumo: In finance and accounting literature, different aspects are presented as possible factors related to stock returns. More recently, studies have been dedicated to analyzing the potential influence of the tone and sentiment of corporate reports, newspaper articles, press releases, and investor message boards on stock prices. Thus, based on assumptions of Legitimacy Theory, we investigate whether cumulative abnormal returns (CAR) on the stocks of Brazilian listed companies are associated with the linguistic sentiment of quarterly earnings conference calls. Using a sample of 78 observations related to the conference calls of 24 companies listed in the Novo Mercado segment in 2016-2017, we measured CAR using the market model and the linguistic sentiment of earnings conference calls using IBM’s Watson Natural Language Understanding platform. An analysis of the results of statistical tests such as descriptive results, correlation matrix, and correspondence analysis enables it to be inferred that, in general, there is a positive association between cumulative abnormal returns and the optimism sentiment of quarterly conference calls. Thus, it is conjectured the possibility that the speeches made by managers in conference calls legitimize company performance in the market, by altering the perception of investors in the stock market and leading to implications for the value of the stocks traded.
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spelling Do the words matter? An analysis of the linguistic sentiment of earnings conference calls and abnormal stock returns in brazilian companiesLinguistic sentimentConference callsAbnormal returnsLegitimacy theoryIn finance and accounting literature, different aspects are presented as possible factors related to stock returns. More recently, studies have been dedicated to analyzing the potential influence of the tone and sentiment of corporate reports, newspaper articles, press releases, and investor message boards on stock prices. Thus, based on assumptions of Legitimacy Theory, we investigate whether cumulative abnormal returns (CAR) on the stocks of Brazilian listed companies are associated with the linguistic sentiment of quarterly earnings conference calls. Using a sample of 78 observations related to the conference calls of 24 companies listed in the Novo Mercado segment in 2016-2017, we measured CAR using the market model and the linguistic sentiment of earnings conference calls using IBM’s Watson Natural Language Understanding platform. An analysis of the results of statistical tests such as descriptive results, correlation matrix, and correspondence analysis enables it to be inferred that, in general, there is a positive association between cumulative abnormal returns and the optimism sentiment of quarterly conference calls. Thus, it is conjectured the possibility that the speeches made by managers in conference calls legitimize company performance in the market, by altering the perception of investors in the stock market and leading to implications for the value of the stocks traded.Associação Nacional dos Programas de Pós-Graduação em Ciências Contábeis2020-02-17T12:26:03Z2019-01-01T00:00:00Z20192020-02-17T12:25:41Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10071/19916eng1983-861110.14392/asaa.2019120308Viana Junior, D. B. C.Castro, L. A.Ponte, V. M. R.Lima, M. C.info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-11-09T17:49:36Zoai:repositorio.iscte-iul.pt:10071/19916Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T22:24:22.129069Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Do the words matter? An analysis of the linguistic sentiment of earnings conference calls and abnormal stock returns in brazilian companies
title Do the words matter? An analysis of the linguistic sentiment of earnings conference calls and abnormal stock returns in brazilian companies
spellingShingle Do the words matter? An analysis of the linguistic sentiment of earnings conference calls and abnormal stock returns in brazilian companies
Viana Junior, D. B. C.
Linguistic sentiment
Conference calls
Abnormal returns
Legitimacy theory
title_short Do the words matter? An analysis of the linguistic sentiment of earnings conference calls and abnormal stock returns in brazilian companies
title_full Do the words matter? An analysis of the linguistic sentiment of earnings conference calls and abnormal stock returns in brazilian companies
title_fullStr Do the words matter? An analysis of the linguistic sentiment of earnings conference calls and abnormal stock returns in brazilian companies
title_full_unstemmed Do the words matter? An analysis of the linguistic sentiment of earnings conference calls and abnormal stock returns in brazilian companies
title_sort Do the words matter? An analysis of the linguistic sentiment of earnings conference calls and abnormal stock returns in brazilian companies
author Viana Junior, D. B. C.
author_facet Viana Junior, D. B. C.
Castro, L. A.
Ponte, V. M. R.
Lima, M. C.
author_role author
author2 Castro, L. A.
Ponte, V. M. R.
Lima, M. C.
author2_role author
author
author
dc.contributor.author.fl_str_mv Viana Junior, D. B. C.
Castro, L. A.
Ponte, V. M. R.
Lima, M. C.
dc.subject.por.fl_str_mv Linguistic sentiment
Conference calls
Abnormal returns
Legitimacy theory
topic Linguistic sentiment
Conference calls
Abnormal returns
Legitimacy theory
description In finance and accounting literature, different aspects are presented as possible factors related to stock returns. More recently, studies have been dedicated to analyzing the potential influence of the tone and sentiment of corporate reports, newspaper articles, press releases, and investor message boards on stock prices. Thus, based on assumptions of Legitimacy Theory, we investigate whether cumulative abnormal returns (CAR) on the stocks of Brazilian listed companies are associated with the linguistic sentiment of quarterly earnings conference calls. Using a sample of 78 observations related to the conference calls of 24 companies listed in the Novo Mercado segment in 2016-2017, we measured CAR using the market model and the linguistic sentiment of earnings conference calls using IBM’s Watson Natural Language Understanding platform. An analysis of the results of statistical tests such as descriptive results, correlation matrix, and correspondence analysis enables it to be inferred that, in general, there is a positive association between cumulative abnormal returns and the optimism sentiment of quarterly conference calls. Thus, it is conjectured the possibility that the speeches made by managers in conference calls legitimize company performance in the market, by altering the perception of investors in the stock market and leading to implications for the value of the stocks traded.
publishDate 2019
dc.date.none.fl_str_mv 2019-01-01T00:00:00Z
2019
2020-02-17T12:26:03Z
2020-02-17T12:25:41Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
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dc.identifier.uri.fl_str_mv http://hdl.handle.net/10071/19916
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dc.language.iso.fl_str_mv eng
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dc.relation.none.fl_str_mv 1983-8611
10.14392/asaa.2019120308
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dc.publisher.none.fl_str_mv Associação Nacional dos Programas de Pós-Graduação em Ciências Contábeis
publisher.none.fl_str_mv Associação Nacional dos Programas de Pós-Graduação em Ciências Contábeis
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