Critical remarks on current practices of data article publishing: Issues, challenges, and recommendations

Critical remarks on current practices of data article publishing: Issues, challenges, and recommendations PDF Author: Quan-Hoang Vuong
Publisher: Data Science and Informetrics
ISBN:
Category : Computers
Languages : en
Pages : 14

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Book Description
The contribution of the data paper publishing paradigm to the knowledge generation and validation processes is becoming substantial and pivotal. In this paper, through the information-processing perspective of Mindsponge Theory, we discuss how the data article publishing system serves as a filtering mechanism for quality control of the increasingly chaotic datasphere. The overemphasis on machine-actionality and technical standards presents some shortcomings and limitations of the data article publishing system, such as the lack of consideration of humanistic values, radical race for big data, and inadequate use of expertise in data evaluation. Without addressing the shortcomings and limitations, the reusability of data will be hindered, and scientific investment to facilitate data sharing will be wasted. Thus, we suggest that the current data paper publishing paradigm needs to be updated with a new philosophy of data.

Critical remarks on current practices of data article publishing: Issues, challenges, and recommendations

Critical remarks on current practices of data article publishing: Issues, challenges, and recommendations PDF Author: Quan-Hoang Vuong
Publisher: Data Science and Informetrics
ISBN:
Category : Computers
Languages : en
Pages : 14

Get Book Here

Book Description
The contribution of the data paper publishing paradigm to the knowledge generation and validation processes is becoming substantial and pivotal. In this paper, through the information-processing perspective of Mindsponge Theory, we discuss how the data article publishing system serves as a filtering mechanism for quality control of the increasingly chaotic datasphere. The overemphasis on machine-actionality and technical standards presents some shortcomings and limitations of the data article publishing system, such as the lack of consideration of humanistic values, radical race for big data, and inadequate use of expertise in data evaluation. Without addressing the shortcomings and limitations, the reusability of data will be hindered, and scientific investment to facilitate data sharing will be wasted. Thus, we suggest that the current data paper publishing paradigm needs to be updated with a new philosophy of data.

Fostering Integrity in Research

Fostering Integrity in Research PDF Author: National Academies of Sciences, Engineering, and Medicine
Publisher: National Academies Press
ISBN: 0309391253
Category : Science
Languages : en
Pages : 327

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Book Description
The integrity of knowledge that emerges from research is based on individual and collective adherence to core values of objectivity, honesty, openness, fairness, accountability, and stewardship. Integrity in science means that the organizations in which research is conducted encourage those involved to exemplify these values in every step of the research process. Understanding the dynamics that support â€" or distort â€" practices that uphold the integrity of research by all participants ensures that the research enterprise advances knowledge. The 1992 report Responsible Science: Ensuring the Integrity of the Research Process evaluated issues related to scientific responsibility and the conduct of research. It provided a valuable service in describing and analyzing a very complicated set of issues, and has served as a crucial basis for thinking about research integrity for more than two decades. However, as experience has accumulated with various forms of research misconduct, detrimental research practices, and other forms of misconduct, as subsequent empirical research has revealed more about the nature of scientific misconduct, and because technological and social changes have altered the environment in which science is conducted, it is clear that the framework established more than two decades ago needs to be updated. Responsible Science served as a valuable benchmark to set the context for this most recent analysis and to help guide the committee's thought process. Fostering Integrity in Research identifies best practices in research and recommends practical options for discouraging and addressing research misconduct and detrimental research practices.

Publication[s]

Publication[s] PDF Author: New York (N.Y.). Board of Education. Bureau of Reference, Research and Statistics
Publisher:
ISBN:
Category :
Languages : en
Pages : 44

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Book Description


Evolution of Cross-Sector Cyber Intelligent Markets

Evolution of Cross-Sector Cyber Intelligent Markets PDF Author: Lewis, Eugene J.
Publisher: IGI Global
ISBN:
Category : Computers
Languages : en
Pages : 497

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Book Description
In today's digital age, cyber threats have become an ever-increasing risk to businesses, governments, and individuals worldwide. The deep integration of technology into every facet of modern life has given rise to a complex and interconnected web of vulnerabilities. As a result, traditional, sector-specific approaches to cybersecurity have proven insufficient in the face of these sophisticated and relentless adversaries. The need for a transformative solution that transcends organizational silos and fosters cross-sector collaboration, information sharing, and intelligence-driven defense strategies is now more critical than ever. Evolution of Cross-Sector Cyber Intelligent Markets explores the changes occurring within the field of intelligent markets, noting a significant paradigm shift that redefines cybersecurity. Through engaging narratives, real-world examples, and in-depth analysis, the book illuminates the key principles and objectives driving this evolution, shedding light on innovative solutions and collaborative efforts aimed at securing our digital future.

Publication

Publication PDF Author:
Publisher:
ISBN:
Category : Education
Languages : en
Pages : 232

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Book Description


Challenging Current Wisdom in Hand Surgery, An Issue of Hand Clinics, E-Book

Challenging Current Wisdom in Hand Surgery, An Issue of Hand Clinics, E-Book PDF Author: Jin Bo Tang
Publisher: Elsevier Health Sciences
ISBN: 0323920187
Category : Medical
Languages : en
Pages : 105

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Book Description
In this issue of Hand Clinics, guest editor Drs. Jin Bo Tang and Grey Giddins bring their considerable expertise to the topic of Challenging Current Wisdom in Hand Surgery. With contributing authors from eight different countries, this unique issue presents truly global perspectives that challenge current ways of thinking in an effort to uncover a more complete view of each topic. Readers will find articles that highlight the importance of thinking outside the box as well as the most modern way of thinking about each topic in this volume. - Contains relevant, practice-oriented topics including the revised treatment plan for the mallet finger; the conservative treatment of some hand and carpal fractures; internal fixation of hand fractures: field sterility and earlier removal of K wires are safe; the trapezium is not necessary: implications in treating basal joint arthritis and pollicization; dynamic rather than static procedures in correcting claw deformities from ulnar nerve palsy; and more. - Provides in-depth clinical reviews on challenges to current wisdom in hand surgery, offering actionable insights for clinical practice. - Presents the latest information on this timely, focused topic under the leadership of experienced editors in the field. Authors synthesize and distill the latest research and practice guidelines to create clinically significant, topic-based reviews.

Handbook of EHealth Evaluation

Handbook of EHealth Evaluation PDF Author: Francis Yin Yee Lau
Publisher:
ISBN: 9781550586015
Category : Medical care
Languages : en
Pages : 487

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Book Description
To order please visit https://onlineacademiccommunity.uvic.ca/press/books/ordering/

Understanding Research Methods

Understanding Research Methods PDF Author: Michelle Newhart
Publisher: Taylor & Francis
ISBN: 1000839214
Category : Psychology
Languages : en
Pages : 458

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Book Description
In the eleventh edition of Understanding Research Methods: An Overview of the Essentials, Newhart and Patten leverage the principles of learning and content design to present the fundamentals students need to get started in research. Basics of quantitative and qualitative research are covered in short, independent topics and grouped into meaningful sections. A perennial bestseller for over ten editions, Understanding Research Methods focuses concisely on key concepts, and lessons in topics that are "chunked" to suit today’s students. Each topic ends with suggestions for planning a research project by answering topic-specific prompts in a research planning journal. Topic Review exercises encourage active learning. Finally, Topics for Discussion suggest open-ended prompts that could serve as conversation starters in the classroom or online. The final Part of the book offers guidance and activities specific to writing a research report. This section can be used to support the development of project-based assignments for courses, or it can be used independently to support senior thesis projects, master’s theses, dissertations, or articles for publication. Instructors, will appreciate the organization of Understanding Research Methods because it allows a great deal of customization and choice in which topics to cover and in what order to cover them, making it suitable for methodological training in a variety of courses and fields of study. Online digital materials support course development. New to this edition: Part introductions now include a part table of contents and list of keywords Newly expanded coverage of qualitative research New coverage on designing quantitative research Expanded material on sampling More simple graphs, charts, and illustrations emphasize and visualize Topic key points

Total Survey Error in Practice

Total Survey Error in Practice PDF Author: Paul P. Biemer
Publisher: John Wiley & Sons
ISBN: 1119041694
Category : Social Science
Languages : en
Pages : 801

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Book Description
Featuring a timely presentation of total survey error (TSE), this edited volume introduces valuable tools for understanding and improving survey data quality in the context of evolving large-scale data sets This book provides an overview of the TSE framework and current TSE research as related to survey design, data collection, estimation, and analysis. It recognizes that survey data affects many public policy and business decisions and thus focuses on the framework for understanding and improving survey data quality. The book also addresses issues with data quality in official statistics and in social, opinion, and market research as these fields continue to evolve, leading to larger and messier data sets. This perspective challenges survey organizations to find ways to collect and process data more efficiently without sacrificing quality. The volume consists of the most up-to-date research and reporting from over 70 contributors representing the best academics and researchers from a range of fields. The chapters are broken out into five main sections: The Concept of TSE and the TSE Paradigm, Implications for Survey Design, Data Collection and Data Processing Applications, Evaluation and Improvement, and Estimation and Analysis. Each chapter introduces and examines multiple error sources, such as sampling error, measurement error, and nonresponse error, which often offer the greatest risks to data quality, while also encouraging readers not to lose sight of the less commonly studied error sources, such as coverage error, processing error, and specification error. The book also notes the relationships between errors and the ways in which efforts to reduce one type can increase another, resulting in an estimate with larger total error. This book: • Features various error sources, and the complex relationships between them, in 25 high-quality chapters on the most up-to-date research in the field of TSE • Provides comprehensive reviews of the literature on error sources as well as data collection approaches and estimation methods to reduce their effects • Presents examples of recent international events that demonstrate the effects of data error, the importance of survey data quality, and the real-world issues that arise from these errors • Spans the four pillars of the total survey error paradigm (design, data collection, evaluation and analysis) to address key data quality issues in official statistics and survey research Total Survey Error in Practice is a reference for survey researchers and data scientists in research areas that include social science, public opinion, public policy, and business. It can also be used as a textbook or supplementary material for a graduate-level course in survey research methods.

The Elements of Style

The Elements of Style PDF Author: William Strunk Jr.
Publisher: Arcturus Publishing
ISBN: 1398833916
Category : Language Arts & Disciplines
Languages : en
Pages : 70

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Book Description
First published in 1918, William Strunk Jr.'s The Elements of Style is a guide to writing in American English. The boolk outlines eight "elementary rules of usage", ten "elementary principles of composition", "a few matters of form", a list of 49 "words and expressions commonly misused", and a list of 57 "words often misspelled". A later edition, enhanced by E B White, was named by Time magazine in 2011 as one of the 100 best and most influential books written in English since 1923.