Week 2 - Study Guide - Vocabulary Flashcards
(31 cards)
Research Design
this is a detail outline of the plan for the collection, measurement and analysis of data created to answer the research question.
Research Strategies
This is the plan for achieving a certain research goal. It will help the researcher reach the research objectives to answer the research question.
Experiment
This is usually associated with causal research and/or hypothetico-deductive approach to research
Survey Research
This is a system for collecting information from or about people to describe, compare or explain their knowledge. Surveys are commonly used in exploratory and descriptive research to collect data about people, event.
Action Research
This is a research method that involves conducting the research while taking action to solve the problem.
Researcher Interference
deliberate actions that can reduce a researcher’s ability to conduct research and communicate their results
Study setting (Contrived/Non-contrived; lab, field, quasi-field)
Contrived - an artificial setting where causal studies are done in a lab setting.
Non-contrived setting is a natural setting Exploratory and descriptive (correlational) studies are invariably conducted.
Field Study
These are studies done in non-contrived setting.
Field experiment
Studies conducted to establish cause-and-effect relationships using the same natural environment in which the subject under study normally function.
Lab experiment
This is to establish a cause-and-effect relationship beyond the possibility of the least doubt requires the creation of an artificial, contrived environment in which all the extreneous factors are strictly controled.
Unit of analysis
This is the level of aggregation at which information is analyzed and conclusions are drawn
cross-sectional
observational studies that analyze data from a population at a single point in time
Longitudinal
a research method that involves observing the same variables over a long period of time
Timeseries
a statistical method that studies data points collected over a period of time to identify patterns, trends, and seasonality
Pragmatism
a philosophical approach that prioritizes the practical usefulness and applicability of research findings to real-world problems
Positivistic
a philosophical approach that emphasizes the use of objective, measurable data and standardized methods to uncover “truth” about a phenomenon
Deductive
an approach where a researcher starts with an existing theory, formulates a hypothesis based on that theory, and then collects data to test and either confirm or refute the hypothesis
Inductive
a research approach where a researcher starts by collecting data and observations, then analyzes those observations to identify patterns and develop theories or hypotheses based on the emerging patterns
Abductive
a research approach that involves actively moving between existing theories and empirical data to generate new insights or refine existing theories by seeking the “best explanation” for observed phenomena
Purposes of research
to increase knowledge within a specific field by systematically investigating phenomena, exploring new ideas, testing theories, and collecting evidence to understand and explain issues
Mono, mixed and multi method
Mono -mono-method” refers to using only one data collection method (like surveys or interviews) in a study
Mixed -mixed-method” combines both qualitative and quantitative approaches
Multi-method -multi-method” signifies using multiple methods within the same category (like different types of surveys or qualitative interviews)
Criteria for the assessment of research designs
appropriateness to the research question,
clarity of variables and hypotheses, validity, reliability, generalizability, ethical considerations, sampling method,
data collection methods, data analysis plan, potential biases, and the feasibility of conducting the study within the given constraints
Disclosure and informed consent
critical components of the ethical conduct of research with human subjects. The informed consent process involves:
Disclosing information: Providing potential research subjects with the information they need to make an informed decision
Facilitating understanding: Ensuring that the subjects understand the information that has been disclosed
Promoting voluntariness: Ensuring that the decision to participate in the research is voluntary
Privacy
Privacy in research is the right of research participants to control how their personal information is accessed and used. It includes the right to control how others see, touch, or obtain information about them