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  • Review
  • Open Access
168 Citations
97,526 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,
  • Deepak Doreswamy and
  • Subraya Krishna Bhat

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
132 Citations
66,388 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...

  • Review
  • Open Access
96 Citations
28,635 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,
  • Aiman Abu Hamour and
  • Mohammad Alqudah

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,...

  • Review
  • Open Access
72 Citations
15,411 Views
25 Pages

The Sustainability of Investing in Cryptocurrencies: A Bibliometric Analysis of Research Trends

  • Mohammad Alqudah,
  • Luis Ferruz,
  • Emilio Martín,
  • Hanan Qudah and
  • Firas Hamdan

This paper explores the state of the art in the cryptocurrency literature, with a special emphasis on the links between financial dimensions and ESG features. The study uses bibliometric analysis to illustrate the history of cryptocurrency publicatio...

  • Article
  • Open Access
66 Citations
32,349 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...

  • Article
  • Open Access
39 Citations
9,695 Views
17 Pages

The class imbalance problem in finance fraud datasets often leads to biased prediction towards the nonfraud class, resulting in poor performance in the fraud class. This study explores the effects of utilizing the Synthetic Minority Oversampling TEch...

  • Article
  • Open Access
38 Citations
4,230 Views
19 Pages

The purpose of this research is to examine the impact of green electronic auditing on accounting information reliability and the mediating role of cloud computing in the Jordanian Social Security Corporation. A survey of 500 employees in the Jordania...

  • Article
  • Open Access
32 Citations
7,695 Views
15 Pages

Our study analyzes the relationship between digital financial inclusion and women’s labor force participation, as well as shedding light on the barriers to women’s digital financial inclusion. We have mobilized a microeconomic database th...

  • Article
  • Open Access
32 Citations
52,314 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...

  • Systematic Review
  • Open Access
29 Citations
23,671 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...

  • Review
  • Open Access
27 Citations
11,047 Views
14 Pages

Technological developments, especially in the financial sector, are slowly changing the financial industry through digitalization towards fintech. The application of fintech has been introduced to Indonesia in the last few years; however, the existen...

  • Article
  • Open Access
27 Citations
9,553 Views
20 Pages

This paper empirically examines the impact of female directors on corporate ESG disclosure scores based on upper echelons theory and women’s ethics of care theory by conducting a multiple regression analysis on 8193 observations of Chinese list...

  • Article
  • Open Access
22 Citations
14,667 Views
18 Pages

Market Shocks and Stock Volatility: Evidence from Emerging and Developed Markets

  • Mosab I. Tabash,
  • Neenu Chalissery,
  • T. Mohamed Nishad and
  • Mujeeb Saif Mohsen Al-Absy

Market turbulences and their impact on the financial market, particularly on the stock market, is a financial topic that has received significant research attention recently. This study compared the characteristics of stock return and volatility in s...

  • Article
  • Open Access
22 Citations
9,438 Views
12 Pages

Using a qualitative research design, this study examined the inventory valuation conflict between financial managers and auditors and its implications for the International Accounting Standard 2 (IAS 2). This study found that the conflict arose due t...

  • Article
  • Open Access
22 Citations
9,861 Views
17 Pages

This paper analyzes the linear and non-linear relationship between non-performing loans and bank profitability measured by the Net Interest Margin for a sample of 74 Middle Eastern and North African banks over the period of 2005–2020. We used t...

  • Review
  • Open Access
22 Citations
6,748 Views
15 Pages

A Bibliometric Analysis of Fintech Trends: An Empirical Investigation

  • Girish Garg,
  • Mohd Shamshad,
  • Nikita Gauhar,
  • Mosab I. Tabash,
  • Basem Hamouri and
  • Linda Nalini Daniel

Financial technology, or Fintech, has captured the attention of scholars, students, and institutions across worldwide for over a decade. With a plethora of new financial services, products, and innovative methods to engage with clients, the impact of...

  • Review
  • Open Access
21 Citations
23,516 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...

  • Article
  • Open Access
20 Citations
5,529 Views
32 Pages

A Bibliometric Analysis of the FinTech Agility Literature: Evolution and Review

  • Abdelkebir Sahid,
  • Yassine Maleh,
  • Shahram Atashi Asemanjerdi and
  • Pedro Antonio Martín-Cervantes

Bibliometric analysis is crucial in understanding the evolution of research trends and knowledge in various fields. This study applies bibliometric analysis to explore the growth of the research paradigm on agility in the FinTech literature, using co...

  • Article
  • Open Access
20 Citations
5,605 Views
16 Pages

As opposed to developed markets, financing constraints are a more pressing issue among Small and Medium-Sized Enterprises (SMEs) in emerging markets. We explore the severity of financing constraints on SMEs, and examine the role of supply chain finan...

  • Article
  • Open Access
20 Citations
6,670 Views
21 Pages

Unveiling Market Connectedness: Dynamic Returns Spillovers in Asian Emerging Stock Markets

  • Maaz Khan,
  • Mrestyal Khan,
  • Umar Nawaz Kayani,
  • Khurrum Shahzad Mughal and
  • Roohi Mumtaz

This study investigates the returns spillovers across the equity markets of Asian emerging economies (China, India, Indonesia, Malaysia, Pakistan, Philippines, South Korea, Taiwan, and Thailand). To achieve this objective, we used two different spill...

  • Article
  • Open Access
17 Citations
7,479 Views
26 Pages

Despite the spread and progress in the literature related to the disclosure of corporate social responsibility (CSR) performance around the world as one of the most essential tools for achieving sustainable development in society, its value relevance...

  • Article
  • Open Access
16 Citations
6,017 Views
20 Pages

The aim of this study is to enhance the understanding of volatility dynamics in commodity returns, such as gold and cocoa, as well as the financial market index S&P500. It provides a comprehensive overview of each model’s efficacy in captur...

  • Article
  • Open Access
15 Citations
3,472 Views
17 Pages

International Diversification and Stock-Price Crash Risk

  • Alireza Askarzadeh,
  • Mostafa Kanaanitorshizi,
  • Maryam Tabarhosseini and
  • Dana Amiri

Despite the recent proliferation of research on internationalization, little attention has been paid to understanding the reasons behind the decrease in firm value accompanying international expansion. By delving into the underlying mechanisms and ap...

  • Article
  • Open Access
15 Citations
5,757 Views
23 Pages

This study aims to provide an understanding of the impact of professionalism theory constructs on the applicability of forensic accounting services, as well as reviewing the obstacles to implementing the profession of forensic accounting through a li...

  • Review
  • Open Access
14 Citations
9,318 Views
36 Pages

Accurately predicting stock market movements remains a critical challenge in finance, driven by the increasing role of algorithmic trading and the centrality of financial markets in economic sustainability. This study examines the incorporation of ar...

  • Article
  • Open Access
14 Citations
15,161 Views
35 Pages

The transformative impact of AI technologies on the financial sector has been a topic of increasing interest. This study investigates ChatGPT’s applications in financial reasoning and analysis and evaluates ChatGPT-4o’s effectiveness and...

  • Article
  • Open Access
14 Citations
2,931 Views
18 Pages

This research investigates the synergistic relationship between sustainability and financial prosperity in businesses, specifically focusing on the impact of consumers on profit growth in Kosovo and Albania. The study aims to understand consumers&rsq...

  • Article
  • Open Access
13 Citations
5,487 Views
24 Pages

The inclusive and environmentally sustainable transformation of economic growth is a crucial indicator for the high-quality development of urban areas. In this perspective, this paper explores the connection between digital inclusive finance and incl...

  • Article
  • Open Access
13 Citations
5,904 Views
21 Pages

An Empirical Analysis of the Dynamics Influencing Bank Capital Structure in Africa

  • Ayodeji Michael Obadire,
  • Vusani Moyo and
  • Ntungufhadzeni Freddy Munzhelele

Financial institutions, particularly banks, have long grappled with the dilemma of structuring their capital optimally. This process, commonly referred to as capital structure decision-making, is of paramount importance, especially within the financi...

  • Article
  • Open Access
12 Citations
27,808 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...

  • Feature Paper
  • Article
  • Open Access
12 Citations
6,471 Views
26 Pages

This study explores the impact of environmental, social, and governance (ESG) factors on profitability and market capitalization within the European automotive industry. Since the industry is confronted with environmental and regulatory challenges, E...

  • Article
  • Open Access
12 Citations
6,701 Views
16 Pages

Does Audit Committee Busyness Impact Audit Report Lag?

  • Awatif Hodaed Alsheikh and
  • Warda Hodaed Alsheikh

We investigate the effects of both the busyness of audit committee (AC) members and the busyness of audit committee chairs on audit report lag (ARL) among Saudi non-financial firms between 2018 and 2021. In this study, a sample comprising a total of...

  • Article
  • Open Access
12 Citations
8,060 Views
17 Pages

This research addresses the impact of individual investors on the cryptocurrency market, focusing specifically on the development of herd behavior. Although the phenomenon of herd behavior has been studied extensively in the stock market, it has rece...

  • Article
  • Open Access
12 Citations
19,135 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...

  • Article
  • Open Access
11 Citations
16,699 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...

  • Article
  • Open Access
11 Citations
4,683 Views
22 Pages

The Impact of Corporate Social Responsibility on Cash Holdings: The Moderating Role of Board Gender Diversity

  • Abdelmoneim Bahyeldin Mohamed Metwally,
  • Saleh Aly Saleh Aly and
  • Mohamed Ali Shabeeb Ali

This research investigates the association between corporate social responsibility and cash holdings, while also exploring the moderating effect of board gender diversity on this association. The study utilizes a dataset of non-financial firms listed...

  • Article
  • Open Access
11 Citations
10,068 Views
18 Pages

Machine Learning to Forecast Financial Bubbles in Stock Markets: Evidence from Vietnam

  • Kim Long Tran,
  • Hoang Anh Le,
  • Cap Phu Lieu and
  • Duc Trung Nguyen

Financial bubble prediction has been a significant area of interest in empirical finance, garnering substantial attention in the literature. This study aims to detect and forecast financial bubbles in the Vietnamese stock market from 2001 to 2021. Th...

  • Review
  • Open Access
11 Citations
10,016 Views
14 Pages

Bibliometric Review of Participatory Budgeting: Current Status and Future Research Agenda

  • Miloš Milosavljević,
  • Željko Spasenić and
  • Jovan Krivokapić

Participatory budgeting has been advocated as an advanced tool of civic participation and a travelling innovation for more than three decades. This paper provides a bibliometric review of the concurrent body of knowledge on participatory budgeting (P...

  • Article
  • Open Access
10 Citations
6,032 Views
29 Pages

This research focuses on Chinese listed companies to explore the influence of green-oriented strategies and green innovation on corporate productivity. Using empirical data from 2011 to 2022, the study investigates the positive effects of executives&...

  • Article
  • Open Access
10 Citations
14,494 Views
38 Pages

The aim of this study was to explore how artificial intelligence (AI) impacts the quality of financial reporting, providing insights into new opportunities in this field for the Saudi context. This study employed the UTAUT theory to examine the adopt...

  • Article
  • Open Access
10 Citations
7,490 Views
16 Pages

The study sought to examine the relationship between financial development and economic growth in low-income nations in the SADC region. Motivated by the observation that numerous states in the SADC region lack adequately developed financial systems,...

  • Article
  • Open Access
10 Citations
8,387 Views
15 Pages

Board Expertise Background and Firm Performance

  • Chiou-Yann Lee,
  • Chun-Ru Wen and
  • Binh Thi-Thanh-Nguyen

This study presents a novel financial performance forecasting method that combines the threshold technique with Artificial Neural Networks (ANN). It applies the threshold regression method to identify the factors within the board of directors that in...

  • Article
  • Open Access
10 Citations
8,149 Views
23 Pages

In today’s investment landscape, the integration of environmental, social, and governance (ESG) factors with data-driven strategies is pivotal. This study delves into this fusion, employing sophisticated statistical techniques and Python progra...

  • Article
  • Open Access
10 Citations
8,121 Views
19 Pages

Tax Compliance Pattern Analysis: A Survey-Based Approach

  • Marius-Răzvan Surugiu,
  • Valentina Vasile,
  • Camelia Surugiu,
  • Cristina Raluca Mazilescu,
  • Mirela-Clementina Panait and
  • Elena Bunduchi

This study investigates tax compliance patterns among individuals in Romania through a survey-based approach, aiming to comprehend factors influencing taxpayers’ behavior, including perception towards taxation, ethics, evasion, and public aware...

  • Article
  • Open Access
10 Citations
7,557 Views
20 Pages

Portfolio optimization is a pertinent topic of significant importance in the financial literature. During the portfolio construction, an investor confronts two important steps: portfolio selection and portfolio allocation. This article seeks to inves...

  • Article
  • Open Access
10 Citations
7,150 Views
15 Pages

A Combined AHP-PROMETHEE Approach for Portfolio Performance Comparison

  • Mirza Sikalo,
  • Almira Arnaut-Berilo and
  • Adela Delalic

Comparing portfolio performance is complex due to the fact that each model is dominant in its own risk space. Since there is no single dominant performance measure, the research problem is how to incorporate several different measures into a performa...

  • Article
  • Open Access
10 Citations
11,512 Views
14 Pages

Microfinance, an Alternative for Financing Entrepreneurship: Implications and Trends-Bibliometric Analysis

  • Katherine Coronel-Pangol,
  • Doménica Heras-Tigre,
  • Jonnathan Jiménez Yumbla,
  • Juan Aguirre Quezada and
  • Pedro Mora

Microfinance has become one of the most important financing alternatives for business start-ups, especially for vulnerable groups in poor regions. Microfinance provides access to financial products, especially to people who have been excluded from th...

  • Article
  • Open Access
10 Citations
4,221 Views
20 Pages

This paper explores the moderating role of family ownership in the relationship between board diversity and financial performance. The study sampled data of 98 Saudi non-financial companies from 2012 to 2021. The data were analysed using fixed effect...

  • Article
  • Open Access
9 Citations
6,310 Views
20 Pages

Modern economies are progressively acknowledging the need to assess environmental, social, and corporate governance (ESG) elements to identify possible risks and possibilities. The financial sector, exerting significant influence over the economy, is...

  • Article
  • Open Access
9 Citations
5,280 Views
23 Pages

Stock market prediction (SMP) is challenging due to its uncertainty, nonlinearity, and volatility. Machine learning models such as recurrent neural networks (RNNs) have been widely used in SMP and have achieved high performance in terms of “min...

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