S + M Text, Chapter 4
Designing Research and Choosing Methods
Overview of Research Design
Importance of a Research Plan: A research plan is crucial for ensuring successful outcomes in research projects.
Components of Research Plan: Understanding the various components is essential, including types of hypotheses and research methods used (qualitative vs. quantitative).
Research Design Definition:
Defined as a scheme guiding data collection, analysis, and interpretation.
Enables valid causal inferences (Nachmias 1979).
Necessity of Adequate Research Design: A clear and detailed research design is needed for effective data collection and accurate conclusions, particularly when seeking funding assistance.
Research Purpose and Design Types
Types of Research: The type of research dictates the approach taken:
Exploratory Research:
Used for novel subjects lacking extensive study.
Provides basic information for formulating more precise questions.
Descriptive Research:
Aims for systematic understanding of a topic.
Focuses on gathering accurate, detailed representations of phenomena.
Explanatory Research:
Engages in hypothesis testing and causal inference.
Requires comprehensive research design for unbiased results.
Key Elements of Research Design
Statement of Purpose: Clear articulation of the research goal.
Theory & Hypotheses: Development of testable hypotheses grounded in theory.
Variables Specification: Identifying and defining variables used in the research.
Operationalization: How variables will be measured and observed.
Observation Methods: Detailed descriptions of data collection methods.
Data Analysis Discussion: Strategies for analyzing the collected data.
Addressing Alternative Hypotheses
Causal Hypothesizing: Research often tests causal hypotheses, emphasizing flexibility over precision.
Significance of Alternative Hypotheses:
Research design choices influence the ability to test various hypotheses effectively.
Example context: A hypothetical program aiming to reduce juvenile delinquency through exposure to prison life (Operation Fright).
Identifying and ruling out alternative explanations is critical for establishing causal relationships.
Evaluating Hypothesis Testing
Example Assessment: If 70% of youths from Operation Fright do not get arrested post-participation, researchers must consider:
Natural delinquency rates without intervention.
Background differences between participants and non-participants.
Drop in crime rates as merely a delay rather than prevention.
Possible reactions from law enforcement due to participation.
Methodology Design Considerations
Control Groups: Important for ruling out alternative explanations by comparing program participants with similar non-participants.
Data Collection Improvements: Employing diverse data collection methods (interviews, records) strengthens research validity.
Additional Measures: Longitudinal evaluations (tracking participant behavior over time) are necessary for determining the effectiveness of interventions.
Qualitative vs. Quantitative Research
Qualitative Research: Focuses on understanding complex phenomena, often without strict pre-defined hypotheses.
Quantitative Research: Involves statistical analysis of numerical data aimed at generalizing findings.
Sampling Differences:
Quantitative relies on probability sampling for broad conclusions, while qualitative often utilizes purposive sampling for in-depth insights.
Practical Ethical Considerations
Ethical Undertakings: The importance of ethical considerations in research design, particularly concerning potential harms to participants.
Institutional Review Boards (IRBs): Research must align with standards set by IRBs to safeguard ethical practices.
Risk-Benefit Analysis: Evaluating the societal benefits of research against possible harms to individuals involved is paramount.
Conclusion
Research Design Integration: Understanding the strengths and weaknesses of both qualitative and quantitative methods allows comprehensive research design.
Flexibility of Methodologies: Using diverse methods in tandem enriches findings and insights.