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Research Evaluation Metrics
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This module dwells on a number of methods (including old and new) available for research evaluation. The module comprises the following four units:
Unit 1. Introduction to Research Evaluation Metrics and Related Indicators.
Unit 2. Innovations in Measuring Science and Scholarship: Analytical Tools and Indicators in Evaluation Scholarship Communications.
Unit 3. Article and Author Level Measurements, and
Unit 4. Online Citation and Reference Management Tools.
Brief overviews of the units are presented below.
Unit 1 encompassed and discussed citation analysis, use of citation-based indicators for research evaluation, common bibliometric indicators, classical bibliometric laws, author level indicators using authors' public profiles, article level metrics using altmetric tools. It is to be noted that author level indicators and article level metrics are new tools for research evaluation. Author level indicators encompasses h index, citations count, i10 index, g index, articles with citation, average citations per article, Eigenfactor score, impact points, and RG score. Article level metrics or altmetrics are based on Twitter, Facebook, Mendeley, CiteULike, and Delicious which have been discussed. All technical terms used in the Unit have been defined.
Unit 2 deals with analytical tools and indicators used in evaluating scholarly communications. The tools covered are The Web of Science, Scopus, Indian Citation Index (ICI), CiteSeerX, Google Scholar and Google Scholar Citations. Among these all the tools except Indian Citation Index (ICI) are international in scope. ICI is not very much known outside India. It is a powerful tool as far Indian scholarly literature is concerned. As Indian journals publish a sizable amount of foreign literature, the tool will be useful for foreign countries as well. The analytical products with journal performance metrics Journal Citation Reports (JCR®) has also been described. In the chapter titled New Platforms for Evaluating Scholarly Communications three websites i.e. SCImago Journal & Country Rank (SJR) [ScimagoJR.com], eigenFACTOR.org, JournalMetrics.com and one software called Publish or Perish (POP) Software have been discussed.
Article and author level measurements have been discussed in Unit 3. Author and researcher identifiers are absolutely essential for searching databases in the WWW because a name like D Singh can harbour a number of names such as Dan Singh, Dhan Singh, Dhyan Singh, Darbara Singh, Daulat Singh, Durlabh Singh and more. The ResearcherID.com, launched by Thomson Reuters, is a web-based global registry of authors and researchers that individualises each and every name. Open Researcher and Contributor ID (ORCID) is also a registry that uniquely identifies an author or researcher. Both have been discussed in this Unit. Article Level Metrics (Altmetrics) has been treated in this Unit with the discussion as to how altmetrics can be measured with Altmetric.com and ImpactStory.org. Altmetrics for Online Journals has also been touched. There are a number of academic social networks of which ResearchGate.net, Academia.edu, GetCited.org, etc. have been discussed. Regional journal networks with bibliometric indicators are also in existence. Two networks of this type such as SciELO – Scientific Electronic Library Online, and Redalyc have been dealt with.
The last unit (Unit 4) is on online citation and reference management tools. The tools discussed are Mendeley, CiteULike, Zotero, Google Scholar Library, and EndNote Basic. The features of all the management tools have been discussed with figures, tables, and text boxes.
This is Module Four of the UNESCO's Open Access Curriculum for Researchers.
Full-Text is available at http://unesdoc.unesco.org/images/0023/002322/232210E.pdf

Subject:
Career and Technical Education
Computer, Networking and Telecommunications Systems
Education
Higher Education
Information Science
Material Type:
Full Course
Module
Textbook
Unit of Study
Author:
Anup Kumar Das
Date Added:
05/03/2023
R for Data Science
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CC BY-NC-ND
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This is the website for “R for Data Science”. This book will teach you how to do data science with R: You’ll learn how to get your data into R, get it into the most useful structure, transform it, visualise it and model it. In this book, you will find a practicum of skills for data science. Just as a chemist learns how to clean test tubes and stock a lab, you’ll learn how to clean data and draw plots—and many other things besides. These are the skills that allow data science to happen, and here you will find the best practices for doing each of these things with R. You’ll learn how to use the grammar of graphics, literate programming, and reproducible research to save time. You’ll also learn how to manage cognitive resources to facilitate discoveries when wrangling, visualising, and exploring data.

Subject:
Computer Science
Computer, Networking and Telecommunications Systems
Education
Higher Education
Mathematics
Statistics and Probability
Material Type:
Textbook
Date Added:
04/11/2023
Rock the Boat: Using Theatre to Reimagine Graduate Supervision
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Rock the Boat is an open-access multimedia resource designed to provoke dialogue about graduate supervision relationships within universities, and their impact on student and faculty wellbeing. Drawing upon the tradition of Research-based Theatre, Rock the Boat draws attention to graduate supervision as a vital form of pedagogy, and as rife with challenges — especially relating to equity, inclusion and diversity.

Subject:
Arts and Humanities
Education
Educational Technology
Higher Education
Performing Arts
Material Type:
Full Course
Homework/Assignment
Module
Teaching/Learning Strategy
Textbook
Unit of Study
Provider:
BCcampus
Date Added:
04/06/2023
SE-MOVEH E-Book
Unrestricted Use
CC BY
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This e-book represents the 3 years of work on the topic of European Cultural Heritage as an opportunity for employment and self-employment of young adults. All the practices are collected here and are useful to organize training activities in different socio-cultural contexts.

This resource has been realized in the frame of the project "SE-MOVEH: Social Inclusion Opportunities through the Valorization of European Cultural Heritage", co-financed by the Erasmus+ programme, under the Key Action 204.

The European Commission's support for the production of this publication does not constitute an endorsement of the contents, which reflect the views only of the authors, and the Commission cannot be held responsible for any use which may be made of the information contained therein.

PDF version: https://drive.google.com/file/d/1d5fhLCb_SX6Vf9n8ap3f2Aluv0fqQbnB/view?usp=drivesdk

Subject:
Arts and Humanities
Career and Technical Education
Education
Higher Education
Social Science
Visual Arts
Visual Arts and Design
World Cultures
Material Type:
Case Study
Lecture
Reading
Author:
E-Seniors
Fattoria Pugliese Diffusa APS
Genista Research Foundation
Institutul National al Patrimoniului
Date Added:
05/09/2023
SPA 101.pdf
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CC BY-NC-SA
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This is a book written by a community college Spanish instructor. It contains explanations, examples, fill-in-the-blank activities, reading activities, writing activities and speaking activities. The grammar and vocabulary covered in this book are in line with the state-wide accepted goals and objectives for grammar at the 101 level in Arizona. If you would like an editable version of the book, or learn how to make this type of book, feel free to contact me at jared.reynolds@yc.edu.

Subject:
Arts and Humanities
Education
Higher Education
Languages
World Languages
Material Type:
Full Course
Homework/Assignment
Textbook
Date Added:
03/29/2023
Scholarly Communication
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Researchers, scholars and scientists main business is scholarly communication. We communicate about our work to others, as we push the boundaries of what we know and the society knows. We question established notions and truths about science. We share our findings with others, and in a way that is popularly known as scholarly communication which emerged with the publication of first journal in 1665. However, the term gained popularity only in the 1970s, as access to peer reviewed and scholarly communication became difficult. This module has four units covering introduction to scholarly communication, peer reviewed journals, electronica journals and databases and the Serials Crisis. At the end of this module, the learner is expected to be able to:
- Explain philosophy, mission, and objectives of scholarly communication
- Describe the process of scholarly communication
- Identify different channels of scholarly communication
- Discuss the dysfunctioning of the scholarly communication
In Unit 1, Introduction to scholarly communication, we have discussed different aspects of scholarly communication – particularly its genesis, importance and ethics of academic publishing, and different communication channels available in academic publishing. Some of these channels are commonly described as primary sources as they provide first-hand testimony or direct evidence concerning a topic under investigation. Historically, scientific journals were initiated by learned societies and other scholarly communities for reporting results of concluded research works or scientific discoveries. Now many forprofit publishers have started publishing research journals.
Unit 2, Communicating with Peer Review Journals, covers two important academic publishing channels, namely peer reviewed journals, conferences and their proceedings. This Unit also highlights different methods and procedures of peer reviewing for publishing primary literature emanated from research studies. The peer reviewing is essential for validating quality of research findings conveyed by researchers, which are subject to fulfilment of ethical standards and appropriate research design, sampling and other methodological issues.
In Unit 3, Electronic journals and databases, we have discussed the emergence of electronic journals in academic and research environment due to wide proliferation of information and communication technologies (ICT) in research communications and academic publishing. Scientific communities and scientific communications from the global South are getting substantive attentions through adaptation of electronic journals and electronic academic databases in the process of research communications.
In Unit 4, the Serials Crisis, we discuss the cost of peer reviewed publications and the problems faced by researchers in developing countries. The focus of this unit is on highlighting the problems and discusses possible solutions including the emergence of open access as one of the solutions. Open access journal publishing helps in mitigating some of the problems associated with serials crisis.
This is Module One of the UNESCO's Open Access Curriculum for Researchers.
Full-Text is available at http://unesdoc.unesco.org/images/0023/002319/231938e.pdf

Subject:
Career and Technical Education
Education
Educational Technology
Higher Education
Material Type:
Full Course
Module
Textbook
Unit of Study
Author:
Anup Kumar Das
Date Added:
05/03/2023
Sharing Your Work in Open Access
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This is the last Module of the course on Open Access for researchers. So far you have studied about Open Access, its history, advantages, initiatives, copyrights and licensing, evaluation matrix for research – all in the context of scholarly communication. In this Module with just two units, we would like to help you share your work in Open Access though repositories and journals. At the end of this module, you are expected to be able to:
- Understand the publication process involved in dissemination of scholarly works;
- Choose appropriate Open Access journals and repositories for sharing research results;
- Use social media to promote personal research work and build reputation.
In Unit 1, we discuss the research publication process at five stages – planning stage, preparing stage, pre-publication stage, publication stage and postpublication stage. We emphasize the importance of social media in sharing and making your work visible to the target groups.
In Unit 2, we focus on sharing your research through OA repositories and Journals. First we discussed the different types of repositories to select and highlighted the steps that you may consider including deposit in your own institutional repositories or in global open repositories. We then discuss the sources of finding and deciding on OA journals. This unit also provides guidance on choosing the right OA journals, as the quality of OA journals is often questioned.
This is Module Five of the UNESCO's Open Access Curriculum for Researchers.
Full-Text is available at http://unesdoc.unesco.org/images/0023/002322/232211E.pdf

Subject:
Career and Technical Education
Communication
Computer, Networking and Telecommunications Systems
Education
Educational Technology
English Language Arts
Higher Education
Information Science
Material Type:
Full Course
Module
Textbook
Unit of Study
Author:
Anup Kumar Das
Sanjaya Mishra
Date Added:
05/03/2023
Student Success
Unrestricted Use
CC BY
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COUNS 150 (3 units) at College of the Canyons. This course is designed for new students as a complete orientation of the responsibilities and benefits of higher education. Educational planning, goal setting, and career choices are examined. Study and life survival skills are provided to ensure a successful academic experience.

UNIT 1: SELF-AWARENESS
UNIT 2: CULTURAL DIVERSITY
UNIT 3 SELF-RESPONSIBILITY
UNIT 4: SELF-EMPOWERMENT
UNIT 5: PERSONAL PLAN OF ACTION
UNIT 6 LEARNING SKILLS

Subject:
Education
Higher Education
Material Type:
Textbook
Provider:
College of the Canyons
Author:
Anh Nguyen
Graciela Martinez
Liz Shaker
Date Added:
06/08/2023
Supporting Technology Integration for School Leaders
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This Open Educational Resource (OER) textbook is written as the primary resource for a 3-hour graduate course delivered online by The Teachers College at Emporia State University. The course is designed to prepare school leaders (teachers, instructional coaches, administrators, etc.) for the integration and application of diverse educational technologies into classrooms and schools in ways that reflect a theoretical, research-based, and practical understanding of curriculum development and the effective uses of technology. The course explores practical ways to integrate technology into both teaching and learning and the critical importance of adequate training and professional development for successful integration. This intensive course is delivered completely online over a seven-week period using Canvas. Canvas is a web-based learning management system or LMS. It is used by learning institutions, educators, and students to access and manage online course learning materials and communicate skill development and learning achievement.

Subject:
Education
Higher Education
Material Type:
Primary Source
Author:
Howard Pitler
Pitler H
Date Added:
05/11/2023
Texas Government
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CC BY
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A textbook written by Dr. Daniel Regalado (Professor of Government and History at Odessa College), along with some sources from OpenStax material, for GOVT 2306: Texas Government. Source was written in Fall 2017.

Subject:
Education
Higher Education
History
Political Science
Social Science
U.S. History
Material Type:
Textbook
Provider:
Lumen Learning
Date Added:
05/02/2023
Texas Learn OER
Unrestricted Use
CC BY
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This is a set of ten peer-reviewed, openly licensed, self-paced modules for faculty, staff, and administrators. It includes information on understanding OER; open licensing, including Creative Commons; finding and evaluating OER; accessibility; adapting, creating, and sharing OER; and OER policy and practice in Texas.

Subject:
Education
Higher Education
Material Type:
Full Course
Author:
Carrie Gits
Date Added:
06/12/2023
Trans Inclusion in OER
Unrestricted Use
CC BY
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One of the greatest areas of potential for open educational resources (OER) is the opportunity for improved representation and coverage of identities that often go erased or poorly addressed in educational materials. Information about, by, and for trans and gender diverse people is one such topic. With knowledge and intention, those involved in the creation, adaptation, and use of OER can find and incorporate materials that center trans and gender diverse people. Doing this is essential for supporting trans and gender diverse students and educating everyone about these identities. This resource is a guide on how to make OER more inclusive and representative of trans and gender diverse people. It is intended to be easily incorporated into a scholarly communications course, while also being valuable to faculty and others interested in learning about the topic and how to make changes to their own course materials.

Subject:
Education
Higher Education
Material Type:
Activity/Lab
Homework/Assignment
Lesson
Lesson Plan
Module
Reading
Unit of Study
Author:
Kat R. Klement
Stephen G. Krueger
Date Added:
06/12/2023
Using Game-Based Learning Online – A Cookbook of Recipes
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CC BY-NC-SA
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Game-based learning is a teaching approach that uses different forms of games, and the strategies or mechanics associated with them, for educational purposes. It advocates a student-centred approach that allows learners to explore, fail and take up challenges in a safe environment. Game-based learning also supports students in autonomously exploring situations created by their professor. Additionally, games are likely to reinforce the students’ commitment to the learning process. In an educational context, these characteristics and qualities can greatly enhance student engagement, motivation and learning. This collection of recipes has been created to present game-based strategies to make online learning more stimulating and engaging for students. In this cookbook, an interdisciplinary panel of experts offers recipes for integrating different types of game-based learning activities in the context of remote teaching. An overview of game-based learning strategies will be provided, including trivia games, escape games, co-operative games, crossword puzzles, and more.

Subject:
Education
Educational Technology
Higher Education
Material Type:
Teaching/Learning Strategy
Provider:
eCampusOntario
Author:
The Egg
Date Added:
05/12/2023
Your Journey to First-Year Success: A K-State First Companion Textbook
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CC BY-SA
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This textbook companion is a resource to help students successfully navigate through their first year at Kansas State University. It serves as part of the K-State First mission to create an outstanding university experience for every first-year student by helping with the transition to college-level learning and college life. The textbook helps improve chances for student success by focusing on fostering campus community, offering resources for diverse activities, highlighting academic expectations, and empowering students with personal responsibility and social agency. Instructors are encouraged to use the textbook in their K-State First classes, and it is also offered as a direct resource for students. In any university setting there are often unwritten rules that students are expected to understand, and this guide addresses and answers those questions directly. Ultimately, this guide encourages students to be engaged learners and to enjoy all facets of education, both inside and outside the classroom.

Subject:
Education
Higher Education
Material Type:
Textbook
Provider:
New Prairie Press
Author:
Brent Weaver
Cydney Alexis
Jaime DeTour
Jessica Preston-Kerr
Mandi McKinley
Mariya Vaughn
R.J. Youngblood
Reagan Swank
Tara Coleman
Date Added:
01/01/2018