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  • Review
  • Open Access
250 Citations
106,471 Views
22 Pages

Forecasting Stock Market Prices Using Machine Learning and Deep Learning Models: A Systematic Review, Performance Analysis and Discussion of Implications

  • Gaurang Sonkavde,
  • Deepak Sudhakar Dharrao,
  • Anupkumar M. Bongale,
  • Sarika T. Deokate and ,
  • Deepak Doreswamy and
  • Subraya Krishna Bhat
  • + 1 author+ 0 author

The financial sector has greatly impacted the monetary well-being of consumers, traders, and financial institutions. In the current era, artificial intelligence is redefining the limits of the financial markets based on state-of-the-art machine learn...

  • Article
  • Open Access
21 Citations
88,957 Views
16 Pages

The World Health Organization officially declared COVID-19 a global pandemic on 11 March 2020. In this study, we examine the effect of COVID-19 indicators and policy response on the Saudi banking index. COVID-19 variables that were applied are: new c...

  • Article
  • Open Access
209 Citations
74,124 Views
18 Pages

This research paper explores the ethical considerations in using financial technology (fintech), focusing on big data, artificial intelligence (AI), and privacy. Using a systematic literature-review methodology, the study identifies ethical and priva...

(This article belongs to the Special Issue Literature Reviews in Finance)
  • Review
  • Open Access
370 Citations
71,942 Views
22 Pages

Stock market prediction has always caught the attention of many analysts and researchers. Popular theories suggest that stock markets are essentially a random walk and it is a fool’s game to try and predict them. Predicting stock prices is a ch...

  • Article
  • Open Access
489 Citations
70,993 Views
14 Pages

This study sought to investigate the impact of AI on digital financial inclusion. Digital financial inclusion is becoming central in the debate on how to ensure that people who are at the lower levels of the pyramid become financially active. Fintech...

(This article belongs to the Special Issue The Financial Industry 4.0)
  • Article
  • Open Access
6 Citations
69,402 Views
13 Pages

Statistical Modeling of Football Players’ Transfer Fees Worldwide

  • Raffaele Poli,
  • Roger Besson and
  • Loïc Ravenel

Professional football clubs invest vast amounts of money in the recruitment of players. This article presents the latest advances in statistical modeling of the factors that market actors take into consideration to determine the transfer prices of pr...

(This article belongs to the Special Issue Sports Finance (2nd Edition))
  • Article
  • Open Access
240 Citations
62,831 Views
27 Pages

Existing global ESG models are limited in terms of applicability and predictability, especially in countries with an unstable environment. On the other hand, utilizing internally made or privately sourced ESG models have caused issues relating to gen...

  • Article
  • Open Access
60 Citations
61,617 Views
20 Pages

This research investigates the relationship between capital structure and firm value for companies listed on the Vietnamese stock market. The study utilizes data from audited financial statements of 769 companies spanning from 2012 to 2022, amounting...

  • Article
  • Open Access
4 Citations
54,591 Views
20 Pages

This study employs the economic policy uncertainty index to gauge the level of economic policy uncertainty in China. Utilizing textual data from the growth enterprise market internet community, we construct the growth enterprise market investor senti...

(This article belongs to the Special Issue Risks and Uncertainties in Financial Markets)
  • Concept Paper
  • Open Access
32 Citations
42,394 Views
23 Pages

The purpose of this paper is to systematically review the literature on the influential factors of internal audit effectiveness and articulate these factors in a conceptual model. A systematic literature review (SLR) is conducted to identify the infl...

  • Article
  • Open Access
107 Citations
42,282 Views
20 Pages

Europe’s elite football clubs are a small group of about 30 clubs mostly originating from the Big Five leagues in England, Italy, Spain, Germany, and France. These clubs top Deloitte’s Football Money League ranking Europe’s top football clubs by reve...

  • Article
  • Open Access
109 Citations
38,983 Views
25 Pages

The Impact of Artificial Intelligence Disclosure on Financial Performance

  • Fadi Shehab Shiyyab,
  • Abdallah Bader Alzoubi,
  • Qais Mohammad Obidat and
  • Hashem Alshurafat

This study determines to what extent Jordanian banks refer to and use artificial intelligence (AI) technologies in their operation process and examines the impact of AI-related terms disclosure on financial performance. Content analysis is used to an...

(This article belongs to the Topic Artificial Intelligence Applications in Financial Technology)
  • Review
  • Open Access
43 Citations
36,264 Views
21 Pages

Following the three-pillar structure of the Basel II/III framework, the article categorises and surveys 279 academic papers on operational risk in financial institutions, covering the period from 1998 to 2014. In doing so, different lines of both the...

  • Feature Paper
  • Article
  • Open Access
55 Citations
35,621 Views
17 Pages

Hidden Markov model (HMM) is a statistical signal prediction model, which has been widely used to predict economic regimes and stock prices. In this paper, we introduce the application of HMM in trading stocks (with S&P 500 index being an example...

(This article belongs to the Special Issue Financial Economics)
  • Article
  • Open Access
20 Citations
33,788 Views
36 Pages

This study investigates the relationship between dividend policy, firm performance, and value within the Korean market, taking into account the unique context of Chaebol ownership structures. Utilizing a robust dataset of 5478 observations from the K...

  • Review
  • Open Access
119 Citations
31,420 Views
29 Pages

Islamic Finance in the Era of Financial Technology: A Bibliometric Review of Future Trends

  • Hanan Qudah,
  • Sari Malahim,
  • Rula Airout,
  • Mohammad Alomari and ,
  • Aiman Abu Hamour and
  • Mohammad Alqudah
  • + 1 author+ 0 author

This study focused on a current study on Islamic finance and financial technology as well as prospective topics for future research. As a bibliometric and visualization tool for the Web of Science core collection database and viewer-based literature,...

(This article belongs to the Special Issue Literature Reviews in Finance)
  • Article
  • Open Access
21 Citations
30,825 Views
19 Pages

The Effects of Service Quality Performance on Customer Satisfaction for Non-Banking Financial Institutions in an Emerging Economy

  • Cheng-Kun Wang,
  • Mohammad Masukujjaman,
  • Syed Shah Alam,
  • Ismail Ahmad and ,
  • Chieh-Yu Lin and
  • Yi-Hui Ho
  • + 1 author+ 0 author

This study aims to explore the effects of service-quality dimensions on the customer satisfaction of non-banking financial institutions in an emerging economy by adopting the renowned SERVPERF model. To verify the proposed model, data was collected f...

  • Review
  • Open Access
17 Citations
30,031 Views
20 Pages

The European Insurance Industry: A PEST Analysis

  • Charmaine Barbara,
  • Dominic Cortis,
  • Roberta Perotti,
  • Claudia Sammut and
  • Antoine Vella

The insurance industry plays an important role for European economic stability and the threats and opportunities it faces should be carefully determined. In this paper we highlight the main challenges by using a Political, Economic, Social and Techno...

  • Article
  • Open Access
65 Citations
29,948 Views
27 Pages

Adoption Factors of FinTech: Evidence from an Emerging Economy Country-Wide Representative Sample

  • Khaled Mahmud,
  • Md. Mahbubul Alam Joarder and
  • Kazi Muheymin-Us-Sakib

Adoption factors of Financial Technology (Fintech) services have been the subject of investigation in a growing body of extant literature. Macro-level as well as user-specific factors that contribute to the adoption of customer-facing fintech service...

  • Article
  • Open Access
49 Citations
29,812 Views
23 Pages

Decentralized finance (DeFi) protocols use blockchain-based tools to mimic banking, investment and trading solutions and provide a viable framework that creates incentives and conditions for the development of an alternative financial services market...

(This article belongs to the Special Issue The Financial Industry 4.0 Part 2)
  • Article
  • Open Access
54 Citations
29,812 Views
22 Pages

This research examined the gist of financial literacy on the medium entrepreneurs in Indonesia, impacting the retirement planning through some mediator and moderating variables. Implementing the prospect theory and theory of planned behavior to explo...

(This article belongs to the Special Issue Asset Pricing, Investments and Portfolio Management)
  • Article
  • Open Access
13 Citations
29,586 Views
25 Pages

Accurate gold price forecasting is essential for informed financial decision-making, as gold is sensitive to economic, political, and social factors. This study presents a hybrid framework for multivariate gold price prediction that integrates classi...

  • Article
  • Open Access
229 Citations
29,297 Views
16 Pages

In banking and finance, credit risk is among the important topics because the process of issuing a loan requires a lot of attention to assessing the possibilities of getting the loaned money back. At the same time in emerging markets, the underbanked...

(This article belongs to the Special Issue Financial Issues of Emerging Industry)
  • Article
  • Open Access
69 Citations
28,061 Views
29 Pages

This paper analyzes the evolution of the main theories regarding the capital structure and the related impact on risk and corporate performance. The capital structure is a dynamic process that changes over time, depending on the variables that influe...

  • Article
  • Open Access
70 Citations
27,717 Views
22 Pages

The “One Belt and One Road” (OBOR) project was started by the Chinese government with the aim of achieving sustainable economic development and increasing cooperation with other countries. This project has five major objectives, which inc...

  • Systematic Review
  • Open Access
43 Citations
27,668 Views
21 Pages

A Systematic Review of Fintech and Banking Profitability

  • Adey Tarawneh,
  • Aisyah Abdul-Rahman,
  • Syajarul Imna Mohd Amin and
  • Mohd Fahmi Ghazali

Financial technology (Fintech), characterized as technology-driven financial innovation, has catalyzed significant economic growth across various nations. The Fintech sector has experienced remarkable expansion, boasting vast user numbers. While regi...

  • Article
  • Open Access
35 Citations
27,586 Views
25 Pages

This paper empirically emphasizes the existence of the audit expectation gap and its impact on stakeholders’ confidence, moderated by the active role of the financial reporting council. As a maiden attempt to portray the relationship, a higher-...

  • Review
  • Open Access
56 Citations
26,479 Views
35 Pages

This review article displays several attempts to define family businesses as well as a systematization approach to get new insights about the relationship between family business definitions and their application under different conditions such as le...

(This article belongs to the Special Issue Performance and Behavior of Family Firms)
  • Article
  • Open Access
19 Citations
25,646 Views
23 Pages

This research delves into the influence of adopting international financial reporting standards (IFRSs) on the financial reporting quality (FRQ) of Indian multinational corporations (MNCs). It also investigates the moderating impact of the internal c...

(This article belongs to the Special Issue Accounting and Financial/Non-financial Reporting Developments)
  • Review
  • Open Access
26 Citations
25,509 Views
20 Pages

This study aims to systematically analyze and synthesize the literature produced thus far on cryptocurrency investment. We use a systematic review process supported by VOSviewer bibliographic coupling to review 482 papers published in the ABS 2021 jo...

(This article belongs to the Special Issue Literature Reviews in Finance)
  • Review
  • Open Access
13 Citations
24,975 Views
20 Pages

The purpose of this meta-analytical review of experimental studies was to examine the effects of financial literacy and financial behavior on financial well-being. This research was conducted by a master’s in library and information science (ML...

(This article belongs to the Special Issue Advance in the Theory and Applications of Financial Literacy)
  • Article
  • Open Access
77 Citations
24,703 Views
32 Pages

Sustainability Performance and the Cost of Capital

  • Tiago Cruz Gonçalves,
  • João Dias and
  • Victor Barros

This study examines the association between firms’ environmental, social, and governance (ESG) performance and the cost of capital for the largest European firms listed on the STOXX Euro 600 in a large panel from 2002 to 2018. We find that ESG is pri...

  • Feature Paper
  • Article
  • Open Access
12 Citations
24,303 Views
13 Pages

Using DCC-GARCH model, this paper finds that, since 1990, the relationship between crude oil prices and the US dollar index is time-varying, demonstrating a process of ‘very weak correlation—negative correlation—enhanced negative co...

(This article belongs to the Special Issue Asset Pricing and Portfolio Choice)
  • Article
  • Open Access
97 Citations
24,223 Views
19 Pages

The aim of this research was to explore one of the most intriguing dimensions of every firm’s business—its performance. Aside from analysing the influence of industry’s characteristics on the firm’s performance, the authors addressed the characterist...

  • Article
  • Open Access
29 Citations
23,161 Views
22 Pages

This study explores how digital transformation affects the accounting and auditing profession and the quality of the accounting information system in governmental units in two developing contexts in the Middle East and North African (MENA) region&mda...

(This article belongs to the Special Issue Advancing Financial Stability and Performance Through AI and Digital Transformation)
  • Article
  • Open Access
12 Citations
22,773 Views
19 Pages

This study is the first to scientifically investigate stock indices and currency exchanges that affect crypto price volatility pre and post the FTX (Future Exchanges) collapse event. Weekly series from 1 January 2020 to 31 December 2024 were utilized...

  • Article
  • Open Access
77 Citations
22,699 Views
28 Pages

The aim of this study was to analyze the impact of bank-specific, industry-specific and macroeconomic variables on the profitability of banks in Pakistan. This study applied the two-step generalized method of momentum (GMM) system estimator on an unb...

  • Article
  • Open Access
6 Citations
22,272 Views
15 Pages

Inflation in 2021 and 2022 grew much faster than the Federal Reserve expected. The Fed downplayed inflation in 2021 and then increased the federal funds rate by 500 basis points between March 2022 and May 2023. This paper investigates how this unprec...

  • Article
  • Open Access
32 Citations
22,224 Views
21 Pages

This contribution takes a new look at the gravity equation model in relation to foreign direct investment (FDI) of leading industrialized countries which presents a useful basis for assessing certain potential impacts arising from BREXIT—the en...

(This article belongs to the Special Issue Impact of Brexit on Financial Markets)
  • Article
  • Open Access
64 Citations
22,209 Views
19 Pages

With the advances in time-series prediction, several recent developments in machine learning have shown that integrating prediction methods into portfolio selection is a great opportunity. In this paper, we propose a novel approach to portfolio forma...

(This article belongs to the Special Issue Asset Pricing, Investments and Portfolio Management)
  • Article
  • Open Access
13 Citations
21,905 Views
25 Pages

Uncovering the Effect of News Signals on Daily Stock Market Performance: An Econometric Analysis

  • Shahid Raza,
  • Sun Baiqing,
  • Pwint Kay-Khine and
  • Muhammad Ali Kemal

The stock markets in developing countries are highly responsive to breaking news and events. Our research explores the impact of economic conditions, financial policies, and politics on the KSE-100 index through daily market news signals. Utilizing s...

(This article belongs to the Special Issue Macroeconomic and Financial Markets)
  • Article
  • Open Access
57 Citations
21,822 Views
15 Pages

Fifty years ago, I published the initial, classic version of the Z-score bankruptcy prediction models. This multivariate statistical model has remained perhaps the most well-known, and more importantly, most used technique for providing an early warn...

(This article belongs to the Special Issue Bankruptcy Prediction)
  • Review
  • Open Access
22 Citations
21,334 Views
27 Pages

Investor Sentiment Index: A Systematic Review

  • Sourav Prasad,
  • Sabyasachi Mohapatra,
  • Molla Ramizur Rahman and
  • Amit Puniyani

The Investor Sentiment Index (ISI) is widely regarded as a useful measure to gauge the overall mood of the market. Investor panic may result in contagion, causing failure in financial markets. Market participants widely use the ISI indicator to under...

  • Article
  • Open Access
27 Citations
20,932 Views
13 Pages

Relationship between Capital Structure and Firm Profitability: Evidence from Vietnamese Listed Companies

  • Soa La Nguyen,
  • Cuong Duc Pham,
  • Tu Van Truong,
  • Trong Van Phi and ,
  • Linh Thuy Le and
  • Trang Thu Thi Vu
  • + 1 author+ 0 author

This research focused on exploring capital structure that would have an impact on the Vietnamese company’s profitability. Theoretically, we apply agency theory which mentions the separation of ownership and management, which leads to the proble...

  • Article
  • Open Access
29 Citations
20,755 Views
14 Pages

This study investigated four factors affecting internal audit effectiveness in Vietnam, namely, independence of internal audit, the competence of internal auditors, management support for internal audit, and quality of internal audit work. Quantitati...

(This article belongs to the Special Issue Corporate Finance)
  • Article
  • Open Access
89 Citations
20,520 Views
29 Pages

Are We Ready for the Challenge of Banks 4.0? Designing a Roadmap for Banking Systems in Industry 4.0

  • Amir Mehdiabadi,
  • Mariyeh Tabatabeinasab,
  • Cristi Spulbar,
  • Amir Karbassi Yazdi and
  • Ramona Birau

The purpose of the present paper is to provide an advanced overview of the practical applications of Banking 4.0 in Industry 4.0. This paper examines the technology trends in the Fourth Industrial Revolution and identifies the key indicators behind t...

(This article belongs to the Special Issue The Financial Industry 4.0)
  • Article
  • Open Access
56 Citations
20,415 Views
31 Pages

Foreign Direct Investment (FDI) can bring in much needed capital, particularly to developing countries, help improve manufacturing and trade sectors, bring in more efficient technologies, increase local production and exports, create jobs and develop...

  • Article
  • Open Access
61 Citations
20,275 Views
18 Pages

The capital structure decision plays an important role in the performance of a firm. Therefore, there have been many studies inspecting the rapport of capital structure with the performance of firms, although the findings of these studies are inconcl...

  • Article
  • Open Access
21 Citations
19,916 Views
24 Pages

This paper investigates the financial performance and corporate governance variables that influence firm valuation. This study analyzes 91 Spanish small and medium-sized enterprises (SMEs) listed on BME Growth using a fixed effects panel data model b...

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Int. J. Financ. Stud. - ISSN 2227-7072