Topic 4

TOPIC 4 — TOOLS OF ANALYSIS


Identification


84. What is the statistical treatment that you will use, which includes your sampling method and formulas to come up with findings out of the data gathered?


Answer: Treatment of Data


85. What qualitative analysis tool identifies recurring themes and patterns within qualitative data?


Answer: Thematic Analysis


86. What qualitative analysis tool systematically analyzes text content to identify specific features or patterns?


Answer: Content Analysis


87. What qualitative analysis tool develops theories directly from qualitative data?


Answer: Grounded Theory


88. What qualitative analysis tool examines language use within a social context?


Answer: Discourse Analysis


89. What qualitative analysis tool directly observes behaviors and interactions in a natural setting?


Answer: Observation


90. What qualitative analysis tool facilitates discussions within a group to gather collective insights and perspectives?


Answer: Focus Groups


91. What quantitative analysis tool examines the relationship between a dependent variable and one or more independent variables?


Answer: Regression Analysis


92. What quantitative analysis tool compares means between multiple groups to identify significant differences?


Answer: ANOVA (Analysis of Variance)


93. What quantitative analysis tool assesses whether observed frequencies differ significantly from expected frequencies in categorical data?


Answer: Chi-square Test


94. What quantitative analysis tool summarizes data using measures like mean, median, and standard deviation?


Answer: Descriptive Statistics


95. What is the set of principles that guide your research designs and practices?


Answer: Ethical Consideration


Enumeration


96. Enumerate the 6 qualitative analysis tools.


Answer:


  1. Thematic Analysis

  2. Content Analysis

  3. Grounded Theory

  4. Discourse Analysis

  5. Observation

  6. Focus Groups


97. Enumerate the 4 quantitative analysis tools.


Answer:


  1. Regression Analysis

  2. ANOVA (Analysis of Variance)

  3. Chi-square Test

  4. Descriptive Statistics


98. Enumerate the 4 key ethical principles.


Answer:


  1. Autonomy (respect for individual choice)

  2. Beneficence (doing good)

  3. Non-maleficence (avoiding harm)

  4. Justice (fairness and equity)