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E-grāmata: A Beginner’s Guide to Using Open Access Data

(Professor at University of Jordan), (Professor at The University of Jordan)
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Open Access Data is emerging as a source for cutting edge scholarship. This concise book provides guidance from generating a research idea to publishing results. Both young researchers and well-established scholars can use this book to upgrade their skills with respect to emerging data sources, analysis, and even post-publishing promotion. At the end of each chapter, a tutorial simulates a real example, allowing readers to apply what they learned about accessing open data, and analyzing this data to reach the results. This book can be of use by established researchers analyzing data, publishing, and actively promoting ongoing and research.

Key selling features:

Describes the steps, from A-Z, for doing open data research Includes interactive tutorials following each chapter Provides guidelines for readers so that they can use their own accessed open data Reviews recent software and websites promoting and enabling open data research Supplements websites which update recent open data sources
Series Preface ix
Preface xi
Acknowledgments xiii
Authors xv
1 Open Data
1(26)
Saif Aldeen Saleh Alryalat
Data overview
1(3)
Data available
4(7)
Explicitly available open data
4(5)
Implicitly available open data
9(1)
Social media content analysis
10(1)
Bibliometric analysis
10(1)
Ideas from open data
11(2)
Review (the deep read)
13(3)
Access open data
16(2)
Ethical considerations on open data
18(3)
Data anonymization
18(1)
Informed consent and confidentiality of data
19(1)
Acknowledgment of data owners
19(1)
Genomic data
20(1)
Tips on open data research
21(1)
Data tutorial
21(2)
References
23(4)
2 Essential Research Background
27(26)
Saif Aldeen Saleh Alryalat
Lna W. Malkawi
Research overview
27(3)
Study components
30(2)
Research question
30(1)
Research protocol
31(1)
Manuscript
31(1)
Types of studies
32(7)
Observational studies
34(1)
Prospective cohort study
34(1)
Retrospective cohort study
35(1)
Case-control study
35(1)
Cross-sectional study
35(3)
Reproducibility and bias
38(1)
Life cycle of a study
39(3)
Essential ethics
42(5)
Ethics in the context of research
42(1)
Institutional review board (IRB)
42(1)
Conflict of interest
43(1)
Authorship
43(1)
Plagiarism
44(1)
Informed consent
45(1)
Confidentiality and privacy
46(1)
Retraction
46(1)
Protocol tutorial
47(1)
Research protocol
47(1)
Research question
47(1)
Background
47(1)
Methodology
48(1)
Timetable
48(1)
References
48(5)
3 Statistics You Need
53(28)
Saif Aldeen Saleh Alryalat
Essential statistical knowledge
53(5)
p-value
53(1)
Determining your sample population
54(1)
Representative sampling
55(1)
Sample size
55(1)
Hypothesis testing
55(1)
The hypothesis
55(1)
The variables
56(1)
The tests
57(1)
Statistics and study design
57(1)
Cohort study
57(1)
Case-control study
58(1)
Cross-sectional study
58(1)
Statistical analyses
58(14)
Descriptive statistics
59(1)
Inferential statistics
59(3)
Group design
62(1)
Types of variables
62(1)
Assumptions
62(2)
Group differences
64(5)
Associations
69(3)
Tutorial
72(6)
References
78(3)
4 From Research Project to Article
81(24)
Saif Aldeen Saleh Alryalat
Shaher Momani
Writing the manuscript
81(1)
The four main sections of a manuscript
82(5)
Methods
82(3)
Results
85(1)
Discussion
86(1)
Introduction
87(1)
Complementary sections of the manuscript
87(3)
Title and abstract
87(1)
Keywords
88(1)
Conclusion
88(1)
References
88(1)
Authors and acknowledgments
88(1)
Ethical Statement
88(1)
Cover Letter
89(1)
Publishing the manuscript
90(9)
Choosing the best journal
90(1)
Scope
90(1)
Citation index
90(2)
Open access
92(1)
Self-archiving
93(1)
English editing services
94(1)
Response to the publication decision
95(1)
Postpublishing
96(1)
Research impact for researchers and institutions
97(1)
Researchers
97(1)
Institutions
97(2)
Tutorial
99(3)
References
102(3)
Index 105
Saif AlDeen Saleh AlRyalat is a medical researcfher based at the University of Jordan taught courses on the uses of Open Data to medical students. Shaher Mohammad Ahmad Momani is professor and Head of the Department of Mathematics at the University of Jordan.