Secondary data
Data collected by others, such as existing datasets or literature reviews
Cross-Sectional Studies
Analysis of data collected at a single point in time to study relationships between variables.
SPSS
Statistical software used for data analysis
Internal validity
Extent to which research design ensures findings are due to independent variable
Sampling frame
A list of individuals or cases from which the sample is drawn
In-Depth Interviews
Open-ended, semi-structured, or unstructured interviews to gather detailed information.
Content Analysis (Qualitative)
Interpretive analysis of texts, images, or videos to identify themes and meanings.
Sequential Mixed-Methods
Alternating between quantitative and qualitative methods to answer different research questions.
Introduction
Section providing background information for research
Action Research
Collaborative research with participants to identify and solve social problems.
Content Analysis
Systematic analysis of texts, images, or videos
Literature review
Section that reviews previous information related to research
Sociological research methods
Provide a systematic approach to understanding social phenomena
Panel Studies
Longitudinal research following a sample over time
Life History Research
Collection and analysis of personal narratives and life stories.
Concurrent Mixed-Methods
Simultaneous use of quantitative and qualitative methods to answer the same research question.
Focus Groups
Group discussions led by a moderator to explore attitudes, opinions, and experiences.
Research report
Document presenting research findings and methodology
Bias
Systematic error or distortion in measurement
Variable
Characteristic that can be measured or observed
Content analysis
Method used to analyze text or other media to identify patterns or themes
Confidentiality
Protection of participants' privacy and anonymity
Correlational Studies
Examination of relationships between variables
Embedded Mixed-Methods
Integration of quantitative and qualitative methods within a single study.
Data collection methods
Techniques used to gather data
Member checking
Verifying findings with participants or stakeholders
Measurement
Process of assigning numbers to variables to represent quantities
Debriefing
Informing participants about research after completion
Deception
Use of misleading information to obtain consent
Descriptive statistics
Methods used to summarize and describe data
Measurement scales
Levels of measurement like nominal, ordinal, interval, or ratio scales
Discourse Analysis
Examination of language and communication to understand social structures and power dynamics.
Abstract
Brief summary of a research report
Operationalization
Defining and measuring a variable
Triangulation
Use of multiple methods to increase validity of findings
Sampling error
The difference between the sample and the population, affecting the accuracy of findings
External validity
Extent to which findings can be generalized to other populations or contexts
Informed consent
Participants' voluntary agreement to participate in research
Ethics committees
Groups that review research proposals for ethical standards
Inferential statistics
Methods used to make inferences about the population based on sample data
Case Studies
In-depth examination of a single case or a small number of cases to gain detailed insights.
Reliability
Consistency or dependability of a measure
Ethnography
Participant observation and immersion in a social setting to study culture and behavior.
Secondary Data Analysis
Analysis of existing data collected by others
Participatory Action Research
Involvement of participants in the research process to increase empowerment and social change.
Research objectives
Specific goals or outcomes that the research aims to achieve
Anonymity
Protection of participants' identities
Experimental design
Involves manipulating variables to observe their effect on a dependent variable
Experiments
Controlled studies to test cause-and-effect relationships
Validity
Accuracy or truthfulness of a measure
Surveys
Self-administered questionnaires to collect data from a sample
Critical Discourse Analysis
Examination of language and communication to understand power dynamics and social inequality.
Grounded Theory
Inductive approach to develop theories and concepts from data.
Historical Research
Analysis of historical events, documents, and artifacts to understand social phenomena.
Comparative Research
Cross-cultural or cross-national studies to identify similarities and differences.
Evaluation Research
Assessment of programs, policies, or interventions to determine their effectiveness.
Online Surveys
Web-based questionnaires to collect data from a large sample of people.
Social Media Analysis
Examination of social media data to understand social trends and behaviors.
Online Ethnography
Virtual participant observation and immersion in online communities.
Web Scraping
Automated collection of data from websites and online platforms.
Online Experiments
Controlled studies conducted online to test cause-and-effect relationships.
Biographical Research
Study of individual lives and experiences to understand social phenomena.
Visual Sociology
Use of images and videos to study social phenomena and communicate research findings.
Audio Sociology
Use of audio recordings to study social phenomena and communicate research findings.
Spatial Analysis
Examination of geographic data to understand social patterns and relationships.
Network Analysis
Study of social networks and relationships to understand social structures and behaviors.
Improved understanding of social phenomena
Sociological research methods help us understand complex social issues, behaviors, and relationships.
Informed policy-making
Research findings inform policy decisions, leading to more effective and evidence-based policies that address social problems.
Social change and reform
Sociological research can contribute to social change by highlighting inequalities, injustices, and areas for improvement, leading to reforms and positive change.
Empowerment and advocacy
Research can empower marginalized groups, giving them a voice and promoting their rights and interests.
Improved social services
Research informs the development of social services, programs, and interventions, leading to more effective support for individuals and communities.
Enhanced critical thinking and problem-solving
Sociological research methods promote critical thinking, analytical skills, and problem-solving abilities.
Interdisciplinary collaboration
Sociological research often involves collaboration with other disciplines, fostering a more comprehensive understanding of social issues.
Increased transparency and accountability
Research can promote transparency and accountability in institutions, organizations, and governments.
Development of new theories and concepts
Sociological research leads to the development of new theories, concepts, and frameworks that advance our understanding of social phenomena.
Improved data quality and management
Sociological research methods promote the development of high-quality data and effective data management practices.
Methodological limitations
Research methods can be limited by biases, sampling errors, and measurement issues, which can affect the validity and reliability of findings.
Ethical concerns
Sociological research can raise ethical concerns, such as privacy violations, informed consent issues, and potential harm to participants.
Objectivity
Unbiased and impartial approach in research
Quantitative methods
Research techniques focused on numerical data
Generalizability
Extent to which research findings apply to other populations or contexts
Research fatigue
Participants feeling tired or bored during data collection
Privacy invasion
Collecting personal data without consent
Power dynamics
Imbalance of power between researchers and participants
Misuse of findings
Incorrect interpretation or application of research results
Resource intensive
Requiring significant funding, time, and personnel
Publication bias
Tendency to publish only significant or positive results
Diversity in research teams
Including varied perspectives in research groups
Research methods purpose
Aims and goals of conducting research
Description
Systematic and objective depiction of social phenomena
Explanation
Identifying causes and mechanisms behind social issues
Prediction
Forecasting future social trends based on past patterns
Understanding
Gaining deeper insight into social problems and solutions
Evaluation
Assessing effectiveness of social policies and programs
Theory development
Creating and testing theories explaining social phenomena
Social change
Contributing to addressing inequality and social problems
Policy development
Informing decision-making through research findings
Program development
Creating and assessing social interventions
Knowledge advancement
Contributing to the growth of sociological knowledge
Systematic approach
Used for investigating social phenomena