Qualitative and Quantitative Analysis Class Notes

Class Overview

  • Topic: Qualitative and Quantitative Analysis
  • Progress of the semester toward completion

Student Reflections on Previous Assignment

  • Feedback Requests: Experiences from the last assignment on phenomenology
    • Positives and negatives of the assignment
    • Key challenges faced

Experiences Shared by Students

  • Memory and Detail: Difficulty in recalling details during exercise
  • Self-Perception: Participant's struggle with self-diagnosis while being interviewed; responses were brief and to the point
  • Challenges in Interviewing: Conducting the interview was challenging for the participant.
    • Reflection on difficulties faced while trying to prompt deeper responses

Personal Contexts

  • Student reflections on missing class
    • Personal standard and feeling of missing out
    • Experience of recovery related to attendance
  • Recognition of habitual morning routines despite variety
    • Routine realization: Patterns adopted without conscious awareness

Learning Outcomes from the Reflections

  • Importance of personal experiences and how they shape perspectives
  • The practice of reconnecting with personal routines and experiences

Interviewing Insights

  • Process Awareness: Recognizing the importance of not assigning emotions during interviews for objectivity
  • Recording and Analysis: Importance of recording responses for later insights and analysis
  • Researcher's Detachment: Emphasis on the challenge of researcher's emotional separation from narratives
    • The necessity of an objective viewpoint in human science research
    • While connections with narratives are important, a balance is needed for scientific rigor

Qualitative Research in Context: Narrative Inquiry

  • Definition: Narrative inquiry deals with co-creating meaning in experiences between interviewer and participant.
  • Importance: Enhances understanding of lived experiences in human science research.

Methodology in Research

Overview of Methodology

  • Definition: Methodology provides a framework for conducting, interpreting, and organizing psychological research effectively.
  • Absence of methodology: Leads to unscientific data collection and analysis.
  • Focus: Understanding the meanings behind actions and responses rather than merely collecting data.

The Role of Methodology

  • Enables rigorous, relevant psychological research.
  • Importance of aligning methodology with the human experience rather than simply controlling outcomes.

Ethical Considerations in Psychology

  • Recognition of dark uses of psychology (e.g., manipulation through intel) is essential, yet not the focus of the discussed research.
  • Aim of understanding over controlling behavior.

Complexities of Human Experience in Research

Categories of Trauma

  • The distinctions between PTSD and moral injury:
    • Inner complexity and significance in research methodology.
    • Need for precision and depth in analyzing lived experiences.

Distinctions Between Human Science and Natural Sciences

Comparison

  • Natural Sciences: Focus on prediction, control, and objectivity using standardized methods.
  • Human Sciences: Emphasizes lived experiences, meaning, and subjective narratives.

Understanding Through Memory

  • Memory's reconstructive nature complicates analyses in human science.
  • Issues with eyewitness testimonies and reliability of memory.
  • Memory decay over time affects recollection accuracy.

Clarifying Questions in Research

  • The importance of deep inquiry and follow-up questions to encourage deeper reflection from participants when reconstructing experiences.

Research Approaches in Psychology

Qualitative Research

  • Goal: To discover and describe meanings behind experiences.
  • Data types: Observations, interviews, narratives.
  • Analysis: Thematic analysis for identifying common topics and themes.

Quantitative Research

  • Goal: Systematic data collection through numerics.
  • Essential elements include:
    • Objectivity
    • Reliability
    • Generalizability
  • Always requiring hypothesis testing and variable measurement.

Key Variables in Quantitative Research

Independent Variable

  • Defined: The factor manipulated to observe its effect (e.g., amount of fertilizer in plant growth).

Dependent Variable

  • Defined: Outcome measured in response to the independent variable.
  • Connected example: Health and growth of plants influenced by fertilizer amount.

Examples Discussion

  • Class discussions generating hypotheses and identifying independent and dependent variables in various scenarios.

Mixed Methods Research

Integration of Approaches

  • Combining quantitative and qualitative enhances the depth of understanding.
  • Illustrates how generalizable statistical data can inform deeper personal narratives.

Future Classes and Assignments

Upcoming Structure

  • Continuation of lectures, case analyses, and assignment deadlines.
  • Encouraging Participation: Emphasis on attending "Spark" for additional learning opportunities and possible extra credit.

Final Notes

  • The last class will cover final exams and mandatory attendance is required.
  • Open to questions, clarifications, or further discussions as needed.