A Bibliometric Review of Stock Market Prediction: Perspective of Emerging Markets

被引:4
|
作者
Somanathan, Arjun Remadevi [1 ]
Rama, Suprabha Kudigrama [1 ]
机构
[1] Natl Inst Technol Karnataka, Mangalore 575025, Karnataka, India
关键词
Bibliometrics; emerging markets; stock market prediction; systematic review; INFORMATION-TECHNOLOGY REVOLUTION; NEURAL-NETWORK; TECHNICAL ANALYSIS; PRICE INDEX; SYSTEM; CLASSIFICATION; COMBINATION; PERFORMANCE; INFERENCE; SENTIMENT;
D O I
10.2478/acss-2020-0010
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The objective of the paper is to identify predictive models in stock market prediction focusing on a scenario of the emerging markets. An exploratory analysis and conceptual modelling based on the extant literature during 1933 to 2020 have been used in the study. The databases of Web of Science, Scopus, and JSTOR ensure the reliability of the literature. Bibliometrics and scientometric techniques have been applied to the retrieved articles to create a conceptual framework by mapping interlinks and limitations in past studies. Focus of research is hybrid models that integrate big data, social media, and real-time streaming data. Key finding is that actual phenomena affecting stock market sectors are diverse and, hence, limited in generalization. The future research must focus on models empirically validated within the emerging markets. Such an approach will offer an insight to analysts and researchers, policymakers or regulators.
引用
收藏
页码:77 / 86
页数:10
相关论文
共 50 条
  • [1] SOCIAL MEDIA AND THE STOCK MARKETS: AN EMERGING MARKET PERSPECTIVE
    Agarwal, Shweta
    Kumar, Shailendra
    Goel, Utkarsh
    [J]. JOURNAL OF BUSINESS ECONOMICS AND MANAGEMENT, 2021, 22 (06) : 1614 - 1632
  • [2] The Cost of Stock Market Integration in Emerging Markets
    Bae, Kee-Hong
    Zhang, Xin
    [J]. ASIA-PACIFIC JOURNAL OF FINANCIAL STUDIES, 2015, 44 (01) : 1 - 23
  • [3] Is there a stock market wealth effect in emerging markets?
    Funke, N
    [J]. ECONOMICS LETTERS, 2004, 83 (03) : 417 - 421
  • [4] STOCK-MARKET EFFICIENCY IN EMERGING MARKETS: EVIDIENCE FROM VIETNAMESE STOCK MARKET
    Do Thi Thanh Nhan
    Le Tuan Bach
    Nguyen Thanh Trung
    [J]. FINANCE AND PERFORMANCE OF FIRMS IN SCIENCE, EDUCATION, AND PRACTICE, 2015, : 204 - 216
  • [5] Political crises and the stock market integration of emerging markets
    Frijns, Bart
    Tourani-Rad, Alireza
    Indriawan, Ivan
    [J]. JOURNAL OF BANKING & FINANCE, 2012, 36 (03) : 644 - 653
  • [6] Stock Market Volatility in the European Emerging and Frontier Markets
    Kulhanek, Lumir
    [J]. EUROPEAN FINANCIAL SYSTEM 2016: PROCEEDINGS OF THE 13TH INTERNATIONAL SCIENTIFIC CONFERENCE, 2016, : 420 - 427
  • [7] Emerging Markets and Stock Market Bubbles: Nonlinear Speculation?
    Ahmed, Ehsan
    Rosser, J. Barkley, Jr.
    Uppal, Jamshed Y.
    [J]. EMERGING MARKETS FINANCE AND TRADE, 2010, 46 (04) : 23 - 40
  • [8] A measure of stock market integration for developed and emerging markets
    Korajczyk, RA
    [J]. WORLD BANK ECONOMIC REVIEW, 1996, 10 (02): : 267 - 289
  • [9] The Effects of Market Makers and Stock Analysts in Emerging Markets
    Cekauskas, Karolis
    Gerasimovs, Reinis
    Liatukas, Vytautas
    Putnins, Talis J.
    [J]. INTERNATIONAL REVIEW OF FINANCE, 2012, 12 (03) : 305 - 327
  • [10] An Econophysics Perspective on Green Bonds and Stock Market Nexus: Can Green Finance be an Investment Option for Emerging Stock Markets?
    Acikgoz, Turker
    [J]. FLUCTUATION AND NOISE LETTERS, 2024, 23 (04):