Welcome, Scholar! π
Your complete interactive study guide for PHD 601 β Research & Publication
Ethics. Built from all previous year papers (July 2022 β May 2025). Everything you need to ace
the exam.
7
Papers Covered
6
Study Units
4
Certain Topics
60+
Glossary Terms
40+
Flashcards
START HERE
π― Exam Predictions
4 Certain Topics (7/7)
4 Very High (6/7)
Full probability table
UNIT 1
π§ Philosophy, Ethics & Morality
5 Branches
Ethics vs Morality
Inductive/Deductive
CoI
UNIT 2
π¬ Research Ethics & Conduct
FFP
13 Principles
Authorship
ICMJE
UNIT 3
π Publication Ethics & Plagiarism
COPE
UGC Levels
7 Types
Tools
UNIT 4
π Open Access & Predatory Journals
Gold vs Green OA
DOAJ
Beall's List
SHERPA/RoMEO
UNIT 5
π Metrics & Databases
Impact Factor
h-index
Scopus vs WoS
UGC CARE
π Flashcards
40+ cards β tap to flip. Test
yourself before the exam.
βοΈ Quiz Mode
MCQ practice with instant
feedback. Know what you don't know.
βοΈ Comparison Tables
Scopus vs WoS, Ethics vs
Morality, h-index vs IF, and more.
Based on All 7 Papers
Exam Predictions
Topics ranked by frequency across all 7 PHD 601 previous year papers. Certain
topics (7/7) are guaranteed β prepare model answers for all of them.
How to use this table: Topics in 6β7 papers are near-certainties β prepare model
answers for ALL of them. Topics in 4β5 papers are very high probability. The exam has fixed
OR-choice patterns; knowing both options in each question doubles your safety net.
β
β
β
β
β
Impact Factor β
formula, calculation, merits & demeritsCERTAIN
7/7
β
β
β
β
β
Predatory
Journals β definition, characteristicsCERTAIN
7/7
β
β
β
β
β
COPE Guidelines
β authorship, plagiarism, misconductCERTAIN 7/7
β
β
β
β
β
Types of
Research Databases (bibliographic, full-text, etc.)CERTAIN 7/7
β
β
β
β
β
h-Index β
definition, significance, how it differs from IFCERTAIN
6/7
β
β
β
β
β
Scopus and Web
of Science β features, comparisonCERTAIN 6/7
β
β
β
β
β
UGC CARE List β
all 4 categoriesCERTAIN 6/7
β
β
β
β
β
Ethical
Principles in Research / Research IntegrityCERTAIN
6/7
β
β
β
β
βg-index,
i10-index, h-index β all threeVERY HIGH 5/7
β
β
β
β
βSJR (SCImago
Journal Rank) β definition, how it worksVERY HIGH
5/7
β
β
β
β
βOpen Access β
history / advantages & disadvantagesVERY HIGH
5/7
β
β
β
β
βPlagiarism β
types, levels, UGC penaltiesVERY HIGH 5/7
β
β
β
β
βGhost Authorship
/ Gift AuthorshipVERY HIGH 5/7
β
β
β
β
βPublication
Misconduct β types, serious vs. less serious, sanctionsVERY HIGH 5/7
β
β
β
β
βPhilosophy β
definition, branches, 5 philosophical questionsVERY HIGH 5/7
β
β
β
β
βScience vs.
Philosophy β differencesVERY HIGH 5/7
β
β
β
β
βDOAJ β history,
features, inclusion criteriaVERY HIGH 4/7
β
β
β
β
βRedundant /
Duplicate PublicationVERY HIGH 4/7
β
β
β
β
βSHERPA/RoMEO β
purpose and useVERY HIGH 4/7
β
β
β
β
βEthics vs.
Morality β differencesVERY HIGH 4/7
β
β
β
β
βConflict of
Interest β types, managementVERY HIGH 4/7
β
β
β
ββMEDLINE, EBSCO,
DELNET β databasesHIGH 3/7
β
β
β
ββInductive vs.
Deductive ReasoningHIGH 3/7
β
β
β
ββGreen and Gold
Open AccessHIGH 3/7
β
β
βββQuartile of a
Journal β Q1/Q2/Q3/Q4MODERATE 2/7
β
β
βββCorresponding
Author β role and responsibilitiesMODERATE
2/7
β
β
βββIPP β Impact Per
Publication vs. Impact FactorMODERATE 2/7
β
ββββEriksson &
Helgesson's 25 Criteria for Predatory JournalsPOSSIBLE 1/7
Visual Overview
Topic Map
All units and their key concepts at a glance. Click any unit to go to full
notes.
UNIT 1 β Very High Probability
Philosophy, Ethics & Morality
What is Philosophy?
5 Branches
5 Questions
Science vs Philosophy
Ethics vs Morality
4 Kinds of Ethics
Inductive Reasoning
Deductive Reasoning
Intellectual Honesty
Conflict of Interest
UNIT 2 β CERTAIN Topics
Research Ethics & Scientific Conduct
13 Ethical Principles
FFP Misconduct
Fabrication
Falsification
Salami Slicing
Misrepresentation
Corresponding Author
Gift/Ghost Authorship
ICMJE 4 Criteria
UNIT 3 β CERTAIN Topics
Publication Ethics, Plagiarism & Misconduct
COPE (since 1997)
9 Core Practices
Serious vs Minor Misconduct
7 Types of Plagiarism
UGC 4 Levels
Detection Tools
Redundant Publication
UNIT 4 β Very High Probability
Open Access, Predatory Journals & Tools
OA Timeline 1991β2018
Gold vs Green OA
DOAJ (2003)
Predatory Journals
12 Characteristics
Beall's List
THINK.CHECK.SUBMIT
SHERPA/RoMEO
JCR Criteria
UNIT 5 β CERTAIN Topics
Indexing, Databases & Research Metrics
8 Database Types
MEDLINE
EBSCO
DELNET (1988)
Scopus (2004)
Web of Science (1964)
UGC CARE 4 Groups
Impact Factor Formula
h-index (Hirsch 2005)
g-index, i10, SJR, SNIP
UNIT 6 β Good to Know
Making Research Publishable
Choosing Right Journal
IMRaD Structure
Peer Review Types
Detecting Misconduct
Preventing Plagiarism
Complete Notes
Full Study Notes
All topics with complete detail. Click any section to expand.
1.1
What is Philosophy?
βΊ
Philosophy is the systematic, rational study of fundamental questions
about existence, knowledge, values, reason, mind, and language. From Greek:
philo (love) + sophia (wisdom) = "love of wisdom."
Five Philosophical Questions (Exam
Favourite)
- Metaphysical: What is the ultimate nature of reality? Does God exist?
- Epistemological: What is knowledge and how do we acquire it? Can we ever be certain?
- Ethical: What is the right thing to do? What constitutes a good life?
- Logical: What constitutes valid reasoning? How do we distinguish good from bad arguments?
- Aesthetic: What is beauty? What makes art meaningful?
| Branch | Focus |
|---|---|
| Metaphysics | Nature of reality, existence, space, time, causality |
| Epistemology | Nature, origin, scope and limits of knowledge |
| Ethics | Right and wrong conduct; principles of good life |
| Logic | Principles of valid inference and correct reasoning |
| Aesthetics | Nature of beauty, art, taste, and sensory experience |
| Political Philosophy | Justice, rights, law, liberty, government |
| Philosophy of Science | Foundations, methods, and implications of science |
1.2
Science vs. Philosophy β Key Differences
βΊ
| Dimension | Science | Philosophy |
|---|---|---|
| Method | Empirical observation, experiment | Rational argument, logical analysis |
| Verifiability | Falsifiable, testable hypotheses | Not always empirically testable |
| Scope | Specific, measurable phenomena | Broad, abstract, universal questions |
| Goal | Explain, predict, control natural events | Understand meaning, values, existence |
| Tools | Laboratory, statistics, data collection | Logic, thought experiments, language |
| Certainty | Probabilistic conclusions from evidence | Reasoned conclusions from premises |
| Progress | Cumulative; old theories replaced | Ongoing debate; no final answers |
1.3
Ethics vs. Morality
βΊ
| Aspect | Ethics | Morality |
|---|---|---|
| Origin | Greek 'ethos' β character/habit | Latin 'mores' β customs/habits |
| Nature | Systematic, theoretical, codified | Personal, cultural, intuitive |
| Source | External β professional codes, law | Internal β conscience, upbringing |
| Scope | Rules for professional/social conduct | Personal beliefs about right and wrong |
| Consistency | Universal standards across context | Can vary between individuals/cultures |
| Enforcement | External sanctions possible | Self-regulated through guilt/conscience |
| Example | Publication ethics code, medical ethics | Personal belief that cheating is wrong |
1.4
Kinds of Ethics
βΊ
- Normative Ethics: Standards of right and wrong. Includes consequentialism, deontology, virtue ethics.
- Applied Ethics: Ethics applied to real domains β bioethics, research ethics, environmental ethics, business ethics.
- Metaethics: Examines the nature of ethical claims β are moral facts objective? What does 'good' mean?
- Descriptive Ethics: Studies what people actually believe is morally right, without judging it.
- Professional Ethics: Codes governing specific professions β Hippocratic oath, legal ethics, research publication ethics.
1.5
Inductive vs. Deductive Reasoning
βΊ
| Aspect | Inductive | Deductive |
|---|---|---|
| Direction | Specific β General conclusion | General principle β Specific conclusion |
| Conclusion | Probable (not guaranteed) | Certain if premises are true |
| Use in research | Hypothesis generation; grounded theory | Hypothesis testing; mathematical proof |
| Example | 100 swans are white β all swans may be white | All metals expand when heated; copper is metal β copper expands |
| Research approach | Qualitative, exploratory | Quantitative, confirmatory |
1.6β1.7
Intellectual Honesty & Conflict of Interest
βΊ
Intellectual honesty is the commitment to sincerity, accuracy, and
absence of self-serving bias. Key attributes: Accuracy, Transparency, Consistency,
Accountability, Openness to revision.
Types of Conflict of Interest
- Financial CoI: Funding or equity stake from a company whose products are studied
- Academic/Intellectual CoI: Reviewing a competitor's paper; strong prior position on outcome
- Personal CoI: Reviewing work by a close friend, relative, or long-time rival
- Institutional CoI: The institution itself has financial interests in the research outcome
- Mandatory disclosure to journals, funding agencies, institutions
- Recusal from peer review or editorial decisions where CoI exists
- Independent oversight committees
- Public CoI registries for clinical trial researchers
2.1
13 Ethical Principles in Research
βΊ
These 13 principles appear in
6/7 papers. Know each one with a brief application.
| Principle | Meaning / Application |
|---|---|
| Honesty | Report data, methods, results truthfully. Never fabricate, falsify, or misrepresent. |
| Objectivity | Avoid bias in design, data collection, analysis, and interpretation. |
| Integrity | Act with consistency and commitment to moral values in all research. |
| Transparency | Share methods and data openly; disclose funding and conflicts of interest. |
| Carefulness | Avoid errors; document and preserve research data carefully. |
| Openness | Share data, methods, and materials; be open to critique and new ideas. |
| Confidentiality | Protect privacy of participants and confidential information. |
| Respect for IP | Credit others' contributions; never plagiarise. |
| Responsible Publication | Publish to advance knowledge, not merely to build a publication record. |
| Social Responsibility | Consider societal risks; promote public good from research findings. |
| Non-Discrimination | Treat all collaborators, students, and participants fairly. |
| Competence | Maintain expertise; undertake only work within your competence. |
| Human Subjects Protection | Obtain informed consent; minimise harm; protect vulnerable populations. |
2.2
Scientific Misconduct β FFP & Other Forms
βΊ
FFP = Fabrication + Falsification + Plagiarism. These
are the three core forms of scientific misconduct β intentional violations of
professional norms.
- Fabrication (F): Inventing data or findings never collected. E.g., recording fake experimental measurements.
- Falsification (F): Manipulating materials, data, or processes to alter results. E.g., doctoring gel images, removing inconvenient data points.
- Plagiarism (P): Using another's work, ideas, or data without attribution, presenting them as one's own.
- Duplicate/Redundant publication β same work in multiple journals without disclosure
- Salami slicing β splitting one study into multiple thin papers
- Gift authorship β including someone with no substantive contribution
- Ghost authorship β hiding the actual writer of a paper
- Coercive authorship β supervisor forces inclusion despite no contribution
- Selective reporting β reporting only positive or significant results (p-hacking)
- Misrepresentation of data β using graphs or statistics in a misleading way
2.3
Misrepresentation of Data β Examples
βΊ
- Truncated y-axis: Starting the y-axis at 50 instead of 0 to make a small difference appear dramatic
- Cherry-picking: Showing only the time period when results were positive
- Misleading averages: Using mean when median is more appropriate (skewed salary data)
- Confusing correlation with causation: Presenting correlational data as if it proves causation
2.4
Corresponding Author β Role & Responsibilities
βΊ
The corresponding author is the researcher designated to handle all
communications about the manuscript before, during, and after publication.
- Submitting the manuscript to the journal
- Responding to all editorial queries and reviewer comments
- Ensuring all co-authors have approved the final submission
- Certifying that all authors meet authorship criteria
- Disclosing conflicts of interest on behalf of all authors
- Handling post-publication correspondence (corrections, retractions)
- Ensuring data availability commitments are fulfilled
2.5
Authorship Issues & ICMJE Criteria
βΊ
| Type | Definition | Ethical Problem |
|---|---|---|
| Gift Authorship | Including someone who made no substantive contribution | Inflates credentials; dilutes accountability |
| Ghost Authorship | Hiding the actual writer (e.g., pharma company writer) | Conceals conflicts of interest; deceptive |
| Coercive Authorship | Supervisor demands inclusion without contribution | Ethical abuse of power |
| Omission | Excluding someone who made substantial contributions | Denies credit; potential legal issue |
ICMJE Criteria β ALL 4 must be met to
qualify as author:
- Substantial contribution to conception, design, data acquisition, or analysis
- Drafting the article or critically revising it for important intellectual content
- Final approval of the version to be published
- Agreement to be accountable for all aspects of the work
3.1
COPE β Committee on Publication Ethics
βΊ
COPE has appeared in ALL 7
papers. Know its founding year (1997), purpose, and the 9 core practices.
COPE was founded in 1997 in the UK. It provides guidelines, flowcharts,
and case discussions to help editors and publishers handle misconduct. Over 12,000
member journals worldwide.
9 COPE Core Practices
- Authorship and Contributorship: Use ICMJE criteria; define who qualifies as author vs. contributor
- Complaints and Appeals: Journals must have transparent, documented processes
- Conflicts of Interest: Disclosure required from authors, editors, and reviewers at submission
- Data and Reproducibility: Encourage data sharing; investigate fabrication/falsification
- Ethical Oversight: IRB/IEC approval required for research involving humans or animals
- Intellectual Property: Respect copyright; check all submissions for plagiarism
- Journal Management: Transparent ownership, governance, and editorial policies
- Peer Review Processes: Clearly documented, consistently applied peer review
- Post-Publication Discussions: Corrections, retractions, and expressions of concern handled promptly
For Serious Misconduct (FFP), COPE
advises editor to:
- Not simply reject β investigate
- Contact the author for explanation
- If unsatisfied, contact the author's institution
- Consider retraction if already published
- Retain all evidence. Sanctions imposed by institution, not journal.
3.2
Publication Misconduct β Types & Sanctions
βΊ
Serious Misconduct
- Fabrication, Falsification, Plagiarism (FFP)
- Duplicate/redundant publication without disclosure
- Ghost or gift authorship
- Manipulation of peer review (fake reviewer accounts)
- Simultaneous submission to multiple journals
Less Serious Misconduct
- Selective citation to please editors
- Salami slicing
- Inadequate attribution of collaborators
- Failure to disclose minor conflicts of interest
- Formal letter of reprimand to the author
- Formal retraction of the published paper
- Notification to the author's institution
- Prohibition from submitting to the journal for a defined period
- Reporting to funding agencies and professional bodies
- Academic dismissal, termination, or legal action
3.3
Plagiarism β Complete Coverage
βΊ
Plagiarism has appeared in
5/7 papers. Know all 7 types AND the UGC 4-level penalty table.
Plagiarism is using another person's work, ideas, expressions, data, or
code without proper attribution. It violates both ethics and intellectual property
law.
Note: Similarity β Plagiarism. Similarity is a technical % detected by software. Plagiarism is the ethical dimension. High similarity can be legitimate (quoted text). Low similarity can still be plagiarism (stolen ideas rephrased).
7 Types of Plagiarism
Note: Similarity β Plagiarism. Similarity is a technical % detected by software. Plagiarism is the ethical dimension. High similarity can be legitimate (quoted text). Low similarity can still be plagiarism (stolen ideas rephrased).
- Direct/Verbatim: Copy-pasting text without quotation marks or citation
- Mosaic (Patchwriting): Rearranging phrases or replacing a few words while retaining sentence structure
- Paraphrase Plagiarism: Rewriting ideas without attribution
- Self-Plagiarism: Reusing one's own previously published work without disclosure
- Idea Plagiarism: Stealing a concept or research design without crediting the originator
- Source-based Plagiarism: Citing a source that does not actually support the claim
- Data Plagiarism: Using another researcher's unpublished data without permission
UGC Levels of Plagiarism &
Penalties
Detection
Tools
| Level | Similarity % | Penalty |
|---|---|---|
| Level 0 | Up to 10% | No action required |
| Level 1 | 10% β 40% | Manuscript returned for revision and resubmission |
| Level 2 | 40% β 60% | Submission suspended 1 year; supervisor debarred from guiding for 2 years |
| Level 3 | Above 60% | PhD registration/award cancelled; debarred from submission for 3 years |
- Turnitin: Most widely used globally; compares against academic papers, web content, student submissions
- iThenticate: Preferred for journal submissions; compares against published academic literature
- Unicheck: Cloud-based university tool
- SPPU Tool: Developed by Savitribai Phule Pune University to identify predatory publications
4.1
Open Access β History & Types
βΊ
Open Access (OA) is the free, immediate, unrestricted online access to
research outputs, enabling any user to read, download, copy, and distribute articles
without financial or permission barriers.
OA Timeline
- 1991: arXiv.org launched at CERN β first major preprint server
- 2002: Budapest Open Access Initiative (BOAI) β coined the term
- 2003: PLOS Biology launched β first major peer-reviewed OA journal
- 2008: NIH mandates all funded research deposited in PMC within 12 months
- 2018: Plan S β requiring immediate OA for all publicly funded research
Gold vs. Green Open Access
| Feature | Gold OA | Green OA |
|---|---|---|
| Publication route | Published directly in OA journal | Self-archived in repository |
| Immediate access | Yes, from publication | May have embargo (6β12 months) |
| Cost to author | Often requires APC | Usually free to author |
| Version accessible | Final published version | Usually accepted manuscript |
| Examples | PLOS ONE, BioMed Central | arXiv, institutional repositories, SSRN |
4.2
DOAJ β Directory of Open Access Journals
βΊ
DOAJ is an online whitelist directory indexing high-quality,
peer-reviewed, open-access journals. Founded 2003 at Lund University, Sweden. Indexes
20,000+ journals from 130+ countries.
DOAJ Inclusion Criteria (journals must
satisfy):
- Must be peer-reviewed and exercise active quality control
- Must provide free, unrestricted online access to full text
- Must have a valid, working ISSN registered at issn.org
- Must not charge readers or institutions for access
- Must have editorial board with genuine, contactable members
- Must be in active publication (not dormant)
DOAJ Seal is awarded to journals meeting
highest transparency/openness standards. DOAJ functions as a 'whitelist' helping
researchers distinguish credible publications from predatory ones.
4.3
Predatory Journals β Complete Coverage
βΊ
Predatory Journals has
appeared in ALL 7 papers. The definition, characteristics, and how to avoid them are all
essential.
Predatory journals are fraudulent publications that exploit the Open
Access model by charging APCs without providing legitimate peer review or editorial
services. Term coined by librarian Jeffrey Beall (~2010) who compiled 'Beall's List.'
12 Characteristics of Predatory
Journals
- Rapid 'peer review': Accept papers within days; peer review is absent or cosmetic
- Spam solicitation: Aggressive, unsolicited emails inviting submissions with flattery
- Misleading names: Mimic prestigious journals
- False indexing claims: Falsely claim indexing in Scopus, WoS, or PubMed
- Fake impact factors: Fabricated from unofficial sources
- Dubious editorial board: Scholars listed without consent or fake identities
- Hidden or unclear APC: Fees only disclosed after acceptance
- No retraction policy: Published errors are never addressed
- Poor web quality: Poorly designed websites, grammatical errors, broken links
- Very broad scope: Claims to cover 'all disciplines'
- Rapid publication promise: Guaranteed publication for a fee within days
- No peer review transparency: No explanation of review process or reviewer selection
- Check against DOAJ, Scopus Source List, Web of Science Master Journal List, UGC CARE List
- Use the THINK. CHECK. SUBMIT. checklist (thinkchecksubmit.org)
- Verify editorial board members on institutional websites
- Confirm stated indexing claims directly with the database
- Never respond to unsolicited email invitations to submit
4.5
SHERPA/RoMEO
βΊ
SHERPA/RoMEO (Rights MEtadata for Open archiving) is a free online tool
that aggregates and analyses journal and publisher copyright and self-archiving
policies. Hosted by the University of Nottingham.
Colour Coding (Classic)
- Green: Can archive preprint AND post-print or publisher's PDF
- Blue: Can archive post-print but not preprint
- Yellow: Can archive preprint only
- White: Archiving not formally supported
5.1
Types of Research Databases
βΊ
Types of Research Databases
has appeared in ALL 7 papers. Know all 8 types with examples.
| Type | Description | Examples |
|---|---|---|
| Bibliographic | Index metadata: title, abstract, author, keywords β not full text | Scopus, Web of Science |
| Full-Text | Provide complete article text for download | ScienceDirect, JSTOR, PubMed Central |
| Citation | Track citations between articles for impact analysis | Scopus, WoS, Google Scholar |
| Subject-Specific | Focused on a particular discipline | PsycINFO, ERIC, MEDLINE |
| Institutional Repositories | Self-archived research at university level | DSpace, EPrints, SSRN |
| Preprint Servers | Pre-peer-review articles shared openly | arXiv, bioRxiv, SSRN |
| Patent Databases | Technical inventions with legal protection | USPTO, Espacenet, InPASS (India) |
| Multidisciplinary | Cover many fields in one platform | Google Scholar, ProQuest |
5.5β5.6
UGC CARE List β 4 Categories
βΊ
UGC-CARE (Consortium for Academic and Research Ethics) List is India's
official whitelist of quality journals, launched in 2018 to replace the earlier UGC
journal list.
- Group I: Journals indexed in Web of Science Core Collection (SCIE, SSCI, A&HCI, ESCI)
- Group II: Journals indexed in Scopus (excluding those on the CARE exclusion list)
- Group III: Journals from UGC-identified quality publishers: Taylor & Francis, Springer, Elsevier, Wiley, etc.
- Group IV: Indian language journals recommended by expert committees for UGC recognition
Publications in CARE journals count toward API
(Academic Performance Indicators) for promotions. Mandatory for faculty CAS (Career
Advancement Scheme). PhD scholars must publish in CARE-listed journals before thesis
submission.
5.6
β Impact Factor β THE MOST TESTED TOPIC
βΊ
Impact Factor has appeared in
ALL 7 papers. Know the formula, worked example, and all merits & demerits perfectly.
The Impact Factor (IF) is a measure of the average number of citations
received by papers published in a journal during a specific two-year period. Developed
by Eugene Garfield at ISI in 1955; published annually in JCR by Clarivate.
IF (Year X) = Citations in Year X to papers published in (X-1) and
(X-2) Γ· Total articles published in (X-1) and (X-2)
Worked
Example:
A journal published 200 papers in 2021 and 150 papers in 2022. In 2023, all those papers
together received 700 citations.
IF (2023) = 700 Γ· (200 + 150) = 700 Γ· 350 = 2.00
IF (2023) = 700 Γ· (200 + 150) = 700 Γ· 350 = 2.00
Merits
- Simple, single numerical score for comparing journal quality within a field
- Widely recognised internationally
- Incentivises publication in well-reviewed venues
- Helps editors track their journal's standing
Demerits
- Unfair cross-field comparison (Biology higher than Mathematics)
- Susceptible to manipulation: self-citation, coercive citation
- Review articles inflate IF
- Short 2-year window disadvantages fields with longer citation cycles
- Measures the journal, NOT the individual paper or author
- DORA recommends against using IF to evaluate individual researchers
5.7
β h-Index β Hirsch 2005
βΊ
h-Index has appeared in 6/7
papers. Know definition, example, and differences from IF.
A researcher has an h-index of h if exactly
h of their papers have each been cited at least h
times. Proposed by physicist Jorge E. Hirsch in 2005.
Worked
Example:
A researcher has 12 papers with citations (ranked): 45, 32, 20, 15, 10, 8, 7, 6, 4, 3,
2, 1
Paper 7 has 7 citations; Paper 8 has 6 citations.
h-index = 7 (7 papers with β₯7 citations each)
Paper 7 has 7 citations; Paper 8 has 6 citations.
h-index = 7 (7 papers with β₯7 citations each)
h-Index vs. Impact Factor
| Aspect | h-Index | Impact Factor |
|---|---|---|
| Measures | Individual author's productivity + impact | Journal's average citation rate |
| Applies to | Authors / researchers | Journals |
| Time window | Cumulative (all career) | 2-year window |
| Published by | Google Scholar, Scopus, WoS (per author) | JCR by Clarivate Analytics |
| Limitation | Favours older/prolific researchers | Cross-field comparison unfair |
5.8
Other Research Metrics: g-index, i10, SJR, SNIP, IPP
βΊ
- g-Index (Egghe, 2006): Top g papers together have received at least gΒ² citations. Always β₯ h. Gives more weight to highly-cited papers than h-index.
- i10-Index (Google Scholar): Number of publications with β₯10 citations. Simple and transparent.
- SJR (SCImago Journal Rank): Weights citations by prestige of citing journal (like Google's PageRank). Resistant to self-citation manipulation. Organised into Q1βQ4 quartiles.
- SNIP (Source Normalized Impact per Paper): Corrects for differences in citation practices between fields. Allows fairer cross-disciplinary comparison than raw IF.
- IPP (Impact Per Publication): 3-year citation window metric (unlike 2-year IF). More stable year-to-year.
- CiteScore: Scopus annual metric using 4-year citation window.
- Quartile (Q1βQ4): Q1 = top 25% of journals in field (highest prestige). Q2 = 25thβ50th. Q3 = 50thβ75th. Q4 = lowest 25%.
5.3β5.4
Scopus vs. Web of Science
βΊ
| Feature | Scopus | Web of Science |
|---|---|---|
| Owner | Elsevier | Clarivate Analytics |
| Launch Year | 2004 | 1964 (ISI) |
| Journal Coverage | ~25,000+ journals (broader) | ~21,000 journals (more selective) |
| Impact Metric | SJR, SNIP, CiteScore | Impact Factor (JCR), h-index |
| Backfile Coverage | From 1996 | From 1900 in some databases |
| Prestige | High β widely used in Asia & Europe | Highest β gold standard globally |
| Best For | Breadth of discovery, recent literature | Prestige, historical data, IF calculation |
WoS Core Collections:
- SCIE: Science Citation Index Expanded β natural and applied sciences
- SSCI: Social Sciences Citation Index
- A&HCI: Arts and Humanities Citation Index
- ESCI: Emerging Sources Citation Index β journals meeting WoS standards but not yet in core
6.2
IMRaD Structure β Standard Research Paper
βΊ
| Section | Purpose & Content |
|---|---|
| Title | Concise, specific, keyword-rich; reflects study design and key variable |
| Abstract | Structured summary: Background, Objective, Methods, Results, Conclusion (150β300 words) |
| Keywords | 5β8 terms for indexing; use MeSH or field-specific controlled vocabulary |
| Introduction | Background, literature gap, research question, objectives |
| Methodology | Replicable: design, population, sampling, instruments, data collection, analysis |
| Results | Objective presentation of findings; tables, figures, statistics β without interpretation |
| Discussion | Interpret results; compare with prior studies; address limitations; state implications |
| Conclusion | Summary of key findings; contributions; recommendations; future research |
| References | Complete, consistently formatted (APA, Vancouver, MLA, etc.) |
6.3
Peer Review Types
βΊ
- Single-blind: Reviewers know authors' identity; authors don't know reviewers
- Double-blind: Both authors and reviewers are anonymous β reduces bias
- Open peer review: Both identities disclosed; promotes accountability
- Post-publication peer review: Open critique after publication (e.g., PubPeer)
- Transparent peer review: Reviews published alongside article
Side by Side
Comparison Tables
Key comparisons that frequently appear in exam questions.
Active Recall
Flashcards
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MCQ Practice
Quiz Mode
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Reference
Master Glossary
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