1/49
Flashcards covering the scope of research, literature survey methods, research metrics, science communication, and publication ethics as discussed in the lecture notes.
Name | Mastery | Learn | Test | Matching | Spaced | Call with Kai |
|---|
No analytics yet
Send a link to your students to track their progress
Research
A systematic and organized effort to investigate a specific problem or question with the aim of discovering new knowledge or revising existing knowledge.
Research Problem
The specific issue, difficulty, contradiction, or gap in knowledge that a researcher wants to address, serving as the guide for the entire research process.
Review of Literature
A comprehensive survey and study of existing research, publications, books, articles, and reports related to the research problem to understand the current state of knowledge.
Hypothesis
A tentative, testable statement or prediction about the relationship between two or more variables based on theory or prior knowledge.
Null Hypothesis (H0ā)
A statement that there is no relationship or effect between variables; it assumes any observed effect is due to chance.
Alternative Hypothesis (H1ā or Haā)
A statement that contradicts the null hypothesis, suggesting there is a significant relationship or effect between variables.
Research Design
A detailed plan or blueprint for conducting a research study, outlining procedures for data collection, analysis, and interpretation.
Descriptive Research Design
A design that describes characteristics or functions of a phenomenon without establishing cause-effect relationships, often using surveys or observations.
Experimental Research Design
A design that tests cause-effect relationships by manipulating one or more independent variables and measuring their effect on dependent variables under controlled conditions.
Independent Variable
The factor that is intentionally manipulated by the researcher in an experiment.
Dependent Variable
The outcome factor that is measured in an experiment and responds to changes in the independent variable.
Primary Data
Information collected directly from original sources through experiments, surveys, interviews, observations, or questionnaires.
Secondary Data
Information obtained from existing sources such as books, journals, databases, reports, and previous research studies.
Qualitative Analysis
Methods for analyzing non-numerical data such as descriptions, opinions, or observations, including content analysis and thematic analysis.
Quantitative Analysis
Methods for measuring, summarizing, and interpreting numerical data, often using descriptive and inferential statistics.
Primary Sources
Original materials or first-hand accounts providing direct evidence without interpretation, such as research articles, patents, theses, and raw data sets.
Secondary Sources
Interpretations, summaries, or analyses based on primary sources, such as review articles, meta-analyses, and textbooks.
Tertiary Sources
Sources that compile and summarize information from primary and secondary sources in a highly condensed form, such as manuals and dictionaries.
Peer-reviewed (Refereed) Journals
Periodical publications where articles are reviewed by experts before publication to ensure quality and validity.
Google Scholar
A freely accessible web search engine that indexes scholarly literature across various formats and disciplines.
Web of Science (WoS)
A subscription-based citation database maintained by Clarivate Analytics covering high-quality, peer-reviewed journals and including citation indexing.
Scopus
A large abstract and citation database of peer-reviewed literature managed by Elsevier covering scientific, technical, medical, and social sciences.
E-Consortium
A collaborative agreement among multiple academic institutions to provide shared access to electronic resources at a reduced collective cost.
Boolean Operators
Logical connectors (AND, OR, NOT) used to combine or exclude keywords in a search to refine results.
Impact Factor (IF)
The average number of citations received per paper published in a journal during the preceding two years, calculated as: \text{IF} = \frac{\text{Citations in Year X to articles published in Years (X-1) & (X-2)}}{\text{Number of articles published in Years (X-1) & (X-2)}}.
h-Index
An author-level metric where a researcher has an index of h if h of their papers have at least h citations each, balancing productivity and impact.
Altmetrics
Non-traditional metrics that measure the attention a research output receives online, including social media shares, news mentions, and blog posts.
ORCID
Open Researcher and Contributor ID; a unique 16-digit alphanumeric identifier that ensures a persistent digital identity for researchers.
Review Articles
Documents that summarize, analyze, and synthesize existing research on a particular topic without presenting new experimental data.
Short Communication
A concise report focusing on new, preliminary, or urgent research findings, typically 2-4 pages long.
Thesis
A detailed research document submitted by a student to fulfill requirements for a university degree, demonstrating original research and mastery of a topic.
LaTeX
A document preparation system used for high-quality typesetting, especially effective for mathematical equations and chemical formulae.
Bibliography
A list of all sources consulted or cited during research, including background materials not directly referenced in the text.
ACS (American Chemical Society) Style
A citation style specifically used in chemistry research using either superscript numbers or parentheses for in-text citations.
Scientific Misconduct
Serious violations of ethical standards in research, including falsification, fabrication, and plagiarism.
Falsification
The act of manipulating research materials, equipment, processes, or data so that results are inaccurately represented.
Fabrication
The unethical practice of making up data or results and reporting them as if they were real.
Plagiarism
Using someone else's words, ideas, data, or work without proper acknowledgment or permission, presenting them as one's own.
Salami Slicing
A form of redundant publication where one significant research study is divided into several smaller publications with overlapping data.
COPE
Committee on Publication Ethics; an international organization providing guidance to editors and publishers to handle ethical issues.
Conflict of Interest (COI)
A situation where an author, reviewer, or editor has personal, financial, or professional interests that could influence their objectivity.
Predatory Publishers
Journals that exploit the open-access model by charging fees without providing legitimate editorial or peer review services.
Intellectual Property Rights (IPR)
Legal rights granted to creators to protect inventions and innovations, including patents, copyrights, and trademarks.
Patent
An exclusive right granted for an invention providing a new way of doing something, typically lasting for 20 years from the filing date.
TRIPS
Trade-Related Aspects of Intellectual Property Rights; an international WTO agreement setting minimum standards for IP regulation globally.
Normal Distribution
A symmetric, bell-shaped continuous probability distribution characterized by its mean (μ) and standard deviation (Ļ).
t-Test
A statistical test used to compare the means of two groups to determine if they are statistically different from each other.
ANOVA (Analysis of Variance)
A statistical method used to compare the means of three or more groups by measuring variability between groups versus variability within groups.
Correlation Coefficient (r)
A value ranging from ā1 to +1 that measures the strength and direction of a linear relationship between two variables.
Regression Analysis
A statistical process for modeling and predicting a dependent variable based on one or more independent variables.