Golden Ratio of Data in Summary, welcomes submissions that describe data from all research areas as data. Golden Ratio of Data, in Summary, should be a set of information that is acquired/collected with a scientific method and have value to the research community. Golden Ratio of Data in Summary welcomes papers dataset that is based in multidiscipline for easier to find. Increase traffic towards associated research articles and literature, leading to more citations.

Golden Ratio of Data in Summary only publishes data articles that describe research data you've made publicly available either through a repository or directly in your Golden Ratio of Data in Summary article. These articles ensure that your data, which is often buried in supplementary material, is actively peer-reviewed, curated, formatted, indexed, given a DOI, and publicly available to all upon publication. All Golden Ratio of Data in Summary submissions must contain data produced and owned by either the author or the author's institution. Golden Ratio of Data in Summary (GRDIS) will not accept any submissions that contain datasets with scant variables or samples. Golden Ratio of Data in Summary will accept the data only from a quantitative approach with measurement based on statistical analytics and (or) experimental lab with software analysis tools from any field of expertise (exact or social sciences with use quantitative research approach). Golden Ratio of Data in Summary do not accept the data just from descriptive data without validity or reliability test result (e.g., primary data).

This journal accepts theoretical or empirical research articles related to:

Accounting: Financial accounting, Management accounting, Auditing and internal control, Taxation, Islamic accounting, Technology and innovation in accounting.

Management: Human resource management, Strategic management, Operations management, Innovation management, Change management.

Business: Entrepreneurship and innovation, Business strategy, E-commerce and digital business, Business ethics and sustainability, Organizational behavior.

Economic: Development economics, International economics, Environmental economics, Public economics and policy, Economic data analysis.

Computer Science: Artificial intelligence and machine learning, Data science and big data analytics, Software engineering and development, Cybersecurity and cryptography, Computer networks and cloud computing, Internet of Things (IoT) and embedded systems, Human-computer interaction (HCI), Emerging technologies (e.g., quantum computing, blockchain).

Education: Curriculum development and pedagogy, Educational technology and e-learning, Teacher training and professional development, Assessment and evaluation in education, Inclusive and special education, Educational policy and administration.

Linguistics : Phonetics and phonology, Morphology, syntax, and semantics, Pragmatics and discourse analysis, Sociolinguistics and psycholinguistics, Computational linguistics and natural language processing, Language acquisition and language teaching, Endangered languages and language preservation.

Engineering, Mathematics and Statistics : Civil engineering (structural, geotechnical, transportation, etc.), Mechanical engineering (thermodynamics, robotics, manufacturing, etc.), Electrical and electronics engineering (power systems, control systems, embedded systems, etc.), Computer and software engineering, Environmental engineering and sustainability, Chemical engineering and materials science, Aerospace and automotive engineering, Industrial and systems engineering. 

Mathematics: Algebra, geometry, and number theory, Analysis and topology, Mathematical modeling and simulation, Computational mathematics and algorithms, Mathematical physics, Financial mathematics, Operations research and optimization, Mathematics education and pedagogy.

Statistics: Probability theory and stochastic processes, Statistical modeling and inference, Biostatistics and epidemiology, Machine learning and data analytics, Bayesian statistics, Survey methodology and sampling techniques, Applied statistics in engineering, social sciences, and business, Statistical computing and software development.

Health & Medical Science: Clinical medicine and diagnostics, Public health and epidemiology, Nursing and healthcare management, Medical education and training, Pharmacology and drug development, Biomedical sciences and biotechnology, Nutrition and dietetics, Mental health and psychology, Global health and health policy.

Law: Constitutional and administrative law, Criminal law and justice, International law and human rights, Corporate and commercial law, Environmental law and policy, Technology and intellectual property law, Legal education and ethics.

Politics: Comparative politics, Political philosophy and theory, Electoral systems and political parties, International relations and diplomacy, Governance and public policy, Political communication and media, Conflict studies and peacebuilding.

Public Administration: Public policy analysis and implementation, Governance and institutional management, Public sector innovation and e-government, Human resource management in the public sector, Public budgeting and financial management, Ethics and accountability in public administration, Community engagement and participatory governance.

Social Science (Miscellaneous): Sociology and social behavior, Anthropology and cultural studies, Human geography and urban studies, Gender studies and identity, Communication and media studies, Social psychology, Demography and population studies, Ethics and philosophy in social sciences.