Data Science in Finance and Economics

Scope & Guideline

Transforming finance and economics through data-driven insights.

Introduction

Welcome to your portal for understanding Data Science in Finance and Economics, featuring guidelines for its aims and scope. Our guidelines cover trending and emerging topics, identifying the forefront of research. Additionally, we track declining topics, offering insights into areas experiencing reduced scholarly attention. Key highlights include highly cited topics and recently published papers, curated within these guidelines to assist you in navigating influential academic dialogues.
LanguageEnglish
ISSN-
PublisherAMER INST MATHEMATICAL SCIENCES-AIMS
Support Open AccessNo
Country-
Type-
Converge-
AbbreviationDATA SCI FINANC ECON / Data Sci. Financ. Econ.
Frequency4 issues/year
Time To First Decision-
Time To Acceptance-
Acceptance Rate-
Home Page-
AddressPO BOX 2604, SPRINGFIELD, MO 65801-2604, UNITED STATES

Aims and Scopes

The journal 'Data Science in Finance and Economics' aims to bridge the gap between data science methodologies and practical applications in the finance and economics sectors. It focuses on innovative techniques and their implications for real-world financial and economic challenges.
  1. Application of Machine Learning and AI:
    The journal emphasizes the use of machine learning and artificial intelligence techniques for predictive modeling, risk assessment, and financial decision-making processes.
  2. Time Series Analysis and Forecasting:
    A core area of focus is the analysis and forecasting of financial time series data, utilizing various statistical and computational methods to understand market dynamics.
  3. Economic Modeling and Simulation:
    Research often explores economic models and simulations to assess financial systems' behavior under different conditions and policy changes.
  4. Interdisciplinary Approaches:
    The journal encourages interdisciplinary research that combines insights from finance, economics, data science, and behavioral sciences to enhance understanding of financial markets.
  5. Empirical Studies and Case Analyses:
    A significant portion of the publications includes empirical studies that analyze real-world data to validate theoretical models and provide actionable insights.
Recent publications reflect emerging themes and trends that highlight the evolving landscape of finance and economics research, particularly in response to technological advancements and global events.
  1. Integration of Big Data Analytics:
    There is a rising trend in the application of big data analytics in finance, focusing on how large datasets can enhance decision-making and predictive accuracy.
  2. Sustainability and Green Finance:
    Emerging research is increasingly exploring the intersection of finance and sustainability, particularly how financial markets can support renewable energy initiatives and sustainable economic practices.
  3. Behavioral Finance and Investor Sentiment:
    Studies examining the impact of investor sentiment and behavioral factors on market movements are gaining traction, reflecting a growing interest in the psychological aspects of financial decision-making.
  4. Cryptocurrencies and Alternative Assets:
    Research focusing on cryptocurrencies, including their volatility and market dynamics, is becoming a significant theme, driven by the rising interest and investment in digital assets.
  5. Machine Learning in Risk Assessment:
    There is a notable increase in studies employing machine learning techniques specifically for risk assessment and management, indicating a shift towards more advanced analytical frameworks.

Declining or Waning

While the journal covers a broad range of topics, certain themes have shown a decline in publication frequency, indicating a shift in research focus within the community.
  1. Traditional Statistical Methods:
    There has been a noticeable decrease in the publication of papers focusing solely on traditional statistical methods without incorporating modern computational approaches, such as machine learning.
  2. General Economic Theories:
    Research centered on generic economic theories without empirical validation or application to current financial challenges has become less prevalent, as there is a growing preference for data-driven studies.
  3. Basic Risk Management Techniques:
    Papers that focus on basic risk management techniques without the integration of advanced analytics or technology are appearing less frequently, suggesting a shift towards more sophisticated methodologies.

Similar Journals

North American Journal of Economics and Finance

Elevating scholarship in economic and financial research.
Publisher: ELSEVIER SCIENCE INCISSN: 1062-9408Frequency: 4 issues/year

The North American Journal of Economics and Finance is a premier academic journal published by Elsevier Science Inc. since 1992, dedicated to advancing the field of economics and finance through rigorous research and scholarship. With an impressive impact factor and recognition in the Q2 category for Economics and Econometrics and Q1 for Finance as of 2023, this journal holds a significant position in the academic community, ranked #41 out of 317 in Finance and #100 out of 716 in Economics. The journal features high-quality, peer-reviewed articles that cover a broad range of topics, from theoretical frameworks to empirical analyses and practical applications. Though not an open-access platform, the journal provides valuable insights for researchers, practitioners, and students alike, promoting knowledge dissemination in the dynamic landscape of economic and financial studies. With its commitment to excellence, the North American Journal of Economics and Finance serves as an essential resource for those seeking to deepen their understanding of contemporary issues in these critical fields.

Journal of Financial Econometrics

Unveiling the complexities of financial markets through rigorous analysis.
Publisher: OXFORD UNIV PRESSISSN: 1479-8409Frequency: 5 issues/year

Journal of Financial Econometrics, published by Oxford University Press, stands as a leading academic journal in the fields of financial economics and econometrics. With an impressive impact factor and a ranking in the Q1 quartile for both Economics and Finance categories in 2023, this journal is recognized for its contribution to advancing theoretical and applied methodologies in financial econometric analysis. It publishes high-quality research that addresses critical issues in finance, aiming to foster a deeper understanding of the economic factors influencing financial markets and instruments. Researchers and practitioners alike benefit from its rigorous peer-reviewed articles, which are invaluable resources for both academic scholars and finance professionals. The journal’s content typically spans pioneering techniques in econometric modeling, empirical analysis of financial instruments, and innovative applications of econometric theory in real-world scenarios. Operating out of the United Kingdom, the journal continues to serve as a vital platform for disseminating significant research findings from 2005 to 2024, ensuring that the latest advancements in the field are accessible to its audience.

JOURNAL OF FINANCIAL ECONOMICS

Transforming theoretical frameworks into practical solutions.
Publisher: ELSEVIER SCIENCE SAISSN: 0304-405XFrequency: 12 issues/year

Welcome to the JOURNAL OF FINANCIAL ECONOMICS, a premier publication in the realms of finance, economics, and accounting, published by Elsevier Science SA in the Netherlands. With its impactful contributions since 1974, this esteemed journal has earned an impressive impact factor and consistently ranks in the Q1 category across various fields, including Accounting, Economics and Econometrics, Finance, and Strategy and Management. Researchers can access cutting-edge studies that delve into both theoretical frameworks and empirical analyses, crucial for advancing financial literacy and economic policies globally. With remarkable Scopus rankings, notably placing #2 in Accounting and #6 in Finance, the journal serves not only as a reliable resource for academics but also as a vital tool for professionals seeking to stay abreast of the latest financial trends and insights. Engage with the latest research and contribute to the dialogue shaping the future of financial economics!

MATHEMATICAL FINANCE

Transforming Theories into Financial Practices
Publisher: WILEYISSN: 0960-1627Frequency: 4 issues/year

MATHEMATICAL FINANCE is a prestigious journal published by Wiley, focusing on the interdisciplinary fields of finance, applied mathematics, accounting, and economics. With its ISSN 0960-1627 and E-ISSN 1467-9965, this journal has earned its place in the top tier of academic publications, reflected by its Q1 rankings across multiple categories in 2023, including Accounting, Applied Mathematics, Economics and Econometrics, Finance, and Social Sciences. MATHEMATICAL FINANCE, which commenced publishing in 1991, is recognized for its rigorous peer-review process and its significant contribution to the advancement of knowledge in quantitative finance methodologies and risk management practices. Although it does not currently offer open access, the journal remains an invaluable resource for researchers, professionals, and students seeking to stay abreast of the latest theoretical advancements and empirical studies in mathematical finance. Its impact factor and Scopus rankings further illustrate its high standing within the academic community, making it an essential platform for impactful research and scholarly discourse.

Journal of Behavioral and Experimental Finance

Pioneering Research in Behavioral Finance Dynamics
Publisher: ELSEVIERISSN: 2214-6350Frequency: 4 issues/year

Journal of Behavioral and Experimental Finance, published by Elsevier, stands as a premier outlet for groundbreaking research in the realm of finance, particularly focusing on the psychological and behavioral factors that influence financial decision-making. With an ISSN of 2214-6350 and an E-ISSN of 2214-6369, this journal has established itself within the top tier, achieving a Q1 ranking in Finance for 2023, and is currently positioned 10th out of 317 journals in the Scopus category of Economics, Econometrics and Finance, demonstrating a remarkable 97th percentile ranking. Aiming to bridge theoretical advancements with practical applications, the journal encourages submissions that explore innovative methodologies and empirical studies, offering valuable insights for academics, practitioners, and students alike. As a vital resource for those interested in the confluence of psychology and finance, the Journal of Behavioral and Experimental Finance is pivotal in shaping the future of financial research and practice.

Decisions in Economics and Finance

Transforming Ideas into Impactful Financial Strategies
Publisher: SPRINGER INT PUBL AGISSN: 1593-8883Frequency: 2 issues/year

Decisions in Economics and Finance, published by SPRINGER INT PUBL AG, is a leading journal in the fields of economics, econometrics, and finance, providing a critical platform for researchers, professionals, and students to disseminate their findings and insights. With an impressive impact factor positioned in the Q2 category for both Economics and Finance in 2023, this journal is recognized for its rigorous peer-reviewed process and impactful research contributions. The journal spans over areas of general economics and finance, emphasized by its Scopus rankings, which place it in the 68th and 50th percentiles respectively. Since its inception in 1997 and continuing through its conferred years, Decisions in Economics and Finance continues to foster innovative approaches to economic and financial decision-making while bridging theoretical and practical applications. While it currently does not offer Open Access options, its commitment to quality research and interdisciplinary collaboration makes it a vital resource for anyone engaged in these dynamic fields.

Advances and Applications in Statistics

Connecting Ideas, Shaping Statistical Futures
Publisher: PUSHPA PUBLISHING HOUSEISSN: 0972-3617Frequency: 12 issues/year

Advances and Applications in Statistics is a pivotal academic journal devoted to the dissemination of high-quality research findings in the field of statistics and its diverse applications. Published by PUSHPA PUBLISHING HOUSE, this journal aspires to serve as a dynamic platform for researchers, professionals, and students who aim to share innovative statistical methodologies and explore their practical implications across various disciplines. The journal, with its influential ISSN 0972-3617, fosters open discussion and collaboration within the statistical community, aiming to bridge theoretical advancements with real-world applications. As part of its ongoing commitment to academic integrity and excellence, Advances and Applications in Statistics encourages submissions that not only advance statistical theory but also illustrate their utility in solving contemporary issues in industries such as healthcare, finance, and economics. Although currently lacking an impact factor, the journal's dedication to quality research positions it as a significant contributor to the field. Researchers and academics looking to publish their work in a stimulating and supportive environment will find in this journal a valuable resource.

Review of Finance

Unveiling insights that shape the future of finance.
Publisher: OXFORD UNIV PRESSISSN: 1572-3097Frequency: 4 issues/year

The Review of Finance, published by Oxford University Press, stands as a premier academic journal in the fields of Finance, Accounting, and Economics. With an ISSN of 1572-3097 and an impressive track record stretching from 2001 to 2024, this journal is consistently recognized for its high-quality research, reflected in its Q1 rankings across key categories, including Accounting, Finance, and Economics and Econometrics. The Review of Finance is dedicated to advancing the understanding of financial phenomena through robust empirical and theoretical insights, making it an essential resource for researchers and professionals alike. Additionally, its strong Scopus rankings, placing it in the top percentiles, highlight its influence and relevance in ongoing academic discourse. Although the journal is not open access, it remains widely accessible through academic institutions, ensuring that its valuable contributions reach an extensive audience. The editorial board invites submissions that promise to further engage the academic community in the dynamic intersections of finance, accounting, and economic research.

European Journal of Finance

Shaping the future of finance through rigorous research.
Publisher: ROUTLEDGE JOURNALS, TAYLOR & FRANCIS LTDISSN: 1351-847XFrequency: 18 issues/year

European Journal of Finance is a prestigious publication specializing in the domains of finance, economics, and econometrics, published by Routledge Journals, Taylor & Francis Ltd. Established in 1995, this journal has become a vital resource for researchers, practitioners, and students, contributing significantly to the understanding of financial systems and markets. With its Q1 ranking in the Economics, Econometrics and Finance category, it stands out for its rigorous peer-reviewed articles that explore innovative theories, models, and empirical studies. The journal's impressive Scopus ranking of 35 out of 242 highlights its impact and relevance within the field, with an 85th percentile standing that underscores its importance to current financial research. Although it does not offer open access, the European Journal of Finance remains a cornerstone for those seeking to delve deeper into the complexities of finance, equipped with insights that drive both academic inquiry and practical application.

Quantitative Finance and Economics

Championing Open Access to Vital Economic Insights
Publisher: AMER INST MATHEMATICAL SCIENCES-AIMSISSN: 2573-0134Frequency: 4 issues/year

Quantitative Finance and Economics, published by the American Institute of Mathematical Sciences (AIMS), is a pioneering open-access journal committed to advancing the fields of finance and economics. Established to disseminate high-quality research, this journal has been an open-access platform since 2017, promoting wider accessibility to vital academic findings. It serves as a crucial resource for researchers and professionals alike, offering valuable insights through rigorous studies in quantitative methods that influence financial and economic decision-making. Although current Scopus rankings indicate emerging challenges, with a rank in the lower percentiles across various categories, Quantitative Finance and Economics strives to gain recognition by bridging theoretical frameworks with practical applications. The journal invites contributions that explore innovative quantitative techniques and their implications in contemporary economic scenarios, thus underscoring its role in shaping discourse and research in this critical sector.