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Applied Research
Inquiry and research seeking knowledge to contribute to solutions.
Evaluation Research
Assesses effectiveness.
Impact Research
Focuses on effects.
Action Research
Combines evaluation and impact research.
Basic Research
Aims to add knowledge with theoretical understanding.
Exploratory Research
Explores new concepts with open-minded questions.
Descriptive Research
Demonstrates a situation without comparisons.
Characteristics of a Research
Advantages include exploration, multifaceted description, theory development, problem identification, and evaluation.
Qualitative Designs
Objective, honest, and high integrity approaches.
Grounded Theory
Explains a process through quality and quantity.
Ethnography
Describes and interprets a cultural group's behavior and beliefs.
Phenomenological Study
Understands human experiences and views.
Case Study
Focuses on one issue or multiple cases for illustration and exploration.
Narrative Research
In-depth exploration of individual experiences through storytelling.
Phenomenon
Select people or sites to understand a specific event or situation.
Restorying
Retelling individual stories in narrative research.
Purposive Sampling
Choosing participants based on the study's limitations.
Deductive Reasoning
Drawing specific conclusions from general principles.
Quantitative Research
Involves testing theories with statistical analysis.
Collaboration
Working with participants throughout the research process.
Qualitative Research Problems
Issues with objectivity and bias in qualitative studies.
Hypothesis
A specific, measurable prediction in research.
True Experiment
Involves random assignment and variable manipulation.
Quasi-Experiment
Non-randomized assignment with variable manipulation.
Causal-Comparative Research
Comparing groups based on a variable of interest.
Correlational Research
Examining relationships between variables.
Survey Designs
Methods to collect data on attitudes, opinions, and behaviors.
Cross-Sectional Study
Data collection at one point in time for analysis.
Explanatory Research
Explains associations between variables.
Longitudinal Study
Data collection over time to track changes.
Observation
Collecting data through direct observation.
Independent Variable
Variable manipulated to observe its effect.
Dependent Variable
Variable that changes in response to the independent variable.
Controlled Variable
Kept constant to prevent its influence on the experiment.
Inference
Drawing conclusions based on observations.
Prediction
Forecasting outcomes based on data or observations.
Quantitative Data
Numerical information collected for analysis.
Qualitative Data
Descriptive information collected for analysis.
Scientific Reasoning
Making a guess about what a character has done/will do; how a character feels, etc.
Inductive Reasoning
Infers theoretical concepts and patterns from observed data
Theory-Testing
Test concepts and patterns known from theory using new empirical data
Theory-Building
Involves formulating generalizations inferred from related observations
Deductive Research
From a general premise, specific results are predicted
Inductive Research
From a number of observations, a general conclusion is drawn
Top-Down Approach
From more general to the more specific
Bottom-Up Approach
Moving from specific observations to broader generalizations and theories
Data Privacy
Guarantees a person's right to privacy
Confidentiality
Treatment of information that an individual has disclosed in a relationship of trust
Anonymization
Removing the link between the data and the individual
Randomization
A technique of research ethics to address grooming concerns about safe and mislabeled food and drug products
Generalization
An approach consisting of generalizing or diluting the attributes of data subjects by modifying the respective scale or order of magnitude
Pseudonymization
A hybrid technique which entails replacing personal identifiers
Retention Period
Duration data should be kept for research purposes
Nuremberg Code
Established after WWII to address unethical human experimentation
Informed Consent
Participants fully understand and agree to research terms
Ethical Research Criteria
Guidelines ensuring research benefits society and avoids harm
Deletion Protocol
Securely removing data post-retention period
Cloud Data Security
Ensuring data stored online is securely deleted
Belmont Report
1978 federal guidelines protecting human subjects in research
Respect for Human Dignity
Upholding self-determination and full disclosure rights
Beneficence
Maximizing benefits while minimizing harm in research
Justice in Research
Balancing benefits and burdens fairly in studies
Ethical Behavior
Adhering to moral principles and distinguishing right from wrong
Ethics vs. Legality
Differentiating between legal and moral obligations
Unethical Practices
Actions surpassing legal requirements, violating moral principles
Research Ethics Approval
Incorporating ethical principles in all research stages
Ethical Awareness
Recognizing situations raising ethical concerns
Ethical Judgment
Making decisions based on ethical research design and sound methodology
Types of Harm in Research
Physical, psychological, social, economic, and legal risks
Vulnerable Populations
Ensuring respect, protection, and inclusiveness for at-risk groups
Academic Misconduct
Violations like plagiarism, fabrication, falsification, and misleading authorship
Informed Consent Form
Document outlining research details, risks, benefits, and participant rights
Plagiarism Laws
Regulations against copying, stealing ideas, or intellectual property
Animal Welfare Act
Legislation protecting animals from abuse and unauthorized research
Ethical Considerations in Animal Research
Reducing, refining, and replacing animal use for research purposes
International Guidelines
CIOMS and NRC standards for ethical biomedical research involving animals