Presidential Communication and Its Impact on the Mexican Stock Market: Evidence Using a Sentiment Analysis Approach

被引:0
作者
Aguilar, Jesus Alberto Cazares [1 ]
Dominguez, Edgar Mauricio Luna [1 ]
机构
[1] Univ Nuevo Leon, Sch Econ, Ave Lazaro Cardenas 4600 Ote Fracc Residencial Los, Mexico City 64930, Nuevo Leon Mexi, Mexico
关键词
Presidential communication; political risk; sentiment analysis; stock market; text mining; G11; G12; G41; EXCESS RETURN; VOLATILITY;
D O I
10.1080/10978526.2024.2320655
中图分类号
F [经济];
学科分类号
02 ;
摘要
This research paper addresses the impact of the positive or negative polarity of the presidential messages contained in the stenographic version of the daily conferences issued by the president of Mexico, obtained by means of semantic and machine learning text mining techniques, on the performance of the Mexican Stock Exchange's Price and Quotations Index (& Iacute;ndice de Precios y Cotizaciones-IPC). Our results provide evidence of the existence of a negative and significant relationship of the polarity of presidential messages with IPC performance, i.e., as the positive polarity of messages increases, IPC performance decreases.
引用
收藏
页码:47 / 83
页数:37
相关论文
共 50 条
  • [31] Novel Approach for Stock Prediction Using Technical Analysis and Sentiment Analysis
    Gaharwar, Gauravkumarsingh
    Pandya, Sharnil
    FOURTH CONGRESS ON INTELLIGENT SYSTEMS, VOL 1, CIS 2023, 2024, 868 : 101 - 111
  • [32] An Entropy-based Evaluation for Sentiment Analysis of Stock Market Prices using Twitter Data
    Kanavos, Andreas
    Vonitsanos, Gerasimos
    Mohasseb, Alaa
    Mylonas, Phivos
    2020 15TH INTERNATIONAL WORKSHOP ON SEMANTIC AND SOCIAL MEDIA ADAPTATION AND PERSONALIZATION (SMAP 2020), 2020, : 128 - 134
  • [33] A sentiment analysis approach to the prediction of market volatility
    Deveikyte, Justina
    Geman, Helyette
    Piccari, Carlo
    Provetti, Alessandro
    FRONTIERS IN ARTIFICIAL INTELLIGENCE, 2022, 5
  • [34] Stock market behavior and investor sentiment: Evidence from China
    Li, Xindan
    Zhang Bing
    FRONTIERS OF BUSINESS RESEARCH IN CHINA, 2008, 2 (02) : 277 - 282
  • [35] The Influence of Tweets and News on the Brazilian Stock Market Through Sentiment Analysis
    Carosia, Arthur E. de O.
    Coelho, Guilherme P.
    da Silva, Ana E. A.
    WEBMEDIA 2019: PROCEEDINGS OF THE 25TH BRAZILLIAN SYMPOSIUM ON MULTIMEDIA AND THE WEB, 2019, : 385 - 392
  • [36] A Stochastic Regression and Sentiment Analysis-Based Approach for Forecasting Trends in the Stock Market
    Verma, Anjali
    Vishwamitra, L. K.
    JOURNAL OF ELECTRICAL SYSTEMS, 2024, 20 (02) : 2641 - 2660
  • [37] Twitter financial community sentiment and its predictive relationship to stock market movement
    Yang, Steve Y.
    Mo, Sheung Yin Kevin
    Liu, Anqi
    QUANTITATIVE FINANCE, 2015, 15 (10) : 1637 - 1656
  • [38] Investigating Deep Stock Market Forecasting with Sentiment Analysis
    Liapis, Charalampos M.
    Karanikola, Aikaterini
    Kotsiantis, Sotiris
    ENTROPY, 2023, 25 (02)
  • [39] Using E-GARCH to Analyze the Impact of Investor Sentiment on Stock Returns Near Stock Market Crashes
    Chen, Sze Ting
    Haga, Kai Yin Allison
    FRONTIERS IN PSYCHOLOGY, 2021, 12
  • [40] SENTIMENT REVEALED IN SOCIAL MEDIA AND ITS EFFECT ON THE STOCK MARKET
    Chen, Hailiang
    De, Prabuddha
    Hu, Yu
    Hwang, Byoung-Hyoun
    2011 IEEE STATISTICAL SIGNAL PROCESSING WORKSHOP (SSP), 2011, : 25 - 28