MT Reviewer Flashcards
(52 cards)
Research is a process of systematic inquiry that entails collection of data; documentation of critical information; and data analysis and interpretation of that data, in accordance with suitable methodologies set by specific professional fields and academic disciplines
Quantitative Research
__________________ is a systematic invitation that primarily focuses on quantifying data and generalizing results from a sample to a population
Quantitative Research Design
It involves the use of structured tools such as surveys, questionnaires, and statistical tests to collect numerical data and analyze it using mathematical methods
Quantitative Research Design
It is a powerful tool for investigating and understanding phenomena through numerical analysis, but it should be complemented with qualitative approaches when a deeper contextual understanding is necessary
Qualitative Research Design
Characteristics of Quantitative Research
- Structured Approach
- Objective Measurement
- Large Sample Sizes
- Statistical Analysis
- Statistical Analysis
It follows a strict protocol with clearly defined steps and procedures
Structured Approach
Utilizes tools and instruments to measure variables precisely
Objective Measurement
Often involves large groups of participants to ensure generalizability
Large Sample Size
Data is analyzed using statistical methods to determine relationship, differences, and trends
Statistical Analysis
Studies can be repeated with the same result to verify the results
Replicability
Involves testing hypotheses derived from theoretical framework
Hypothesis Testing
Strengths of Quantitative Research
- Objectivity
- Generalizability
- Precision
- Replicability
- Comparison
- Predictive Power
Reduces bias by using standardized methods and statistical analysis
Objectivity
Results from a large, representative sample can be generalized to the broader population
Generalizability
Provides precise and reliable measurement of variables
Precision
Allows for comparison between groups, variables, and overtime
Comparison
Can predict outcomes and trends based on data analysis
Predictive Power
May lack the depth and context provided by qualitative data
Limited Depth
Structured nature can limit flexibility in exploring new or unexpected phenomena
Rigidity
Relies on the assumption that variables are quantifiable and relationships are linear
Assumptions
May not capture the full complexity of participant’s attitudes and behaviors
Participant Response
Often neglects the context and nuances of the research setting
Context Ignored
Describes characteristics of a population or phenomenon
Descriptive Research
- provides a comprehensive overview of the current state
- cannot determine cause-and-effect relationship
Descriptive Research