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Quantitative research
research that translates the social world into numbers that can be treated mathematically; this type of research often tries to find cause-and-effect relationships
Qualitative research
research that works with nonnumerical data such as texts, field notes, interview transcripts, photographs, and audio recordings; this type of research often tries to understand how people make sense of their world
Scientific method
a procedure for acquiring knowledge that emphasizes collecting data through observation and experiment
Literature review
a thorough search through previously published studies relevant to a particular topic
Hypothesis
a theoretical statement explaining the relationship between two or more phenomena
Variables
two or more phenomena that a researcher believes are related; these will be examined in the experiment
Replicability
the ability of research to be repeated and, thus, later verified by other researchers
Correlation
a relationship between variables in which they change together and may or may not be causal
Causation
a relationship between variables in which a change in one
directly produces a change in the other
Intervening variable
a third variable, sometimes overlooked, that explains the relationship between two other variables
Spurious correlation
the appearance of causation produced by an intervening variable
Deductive approach
an approach whereby the researcher formulates a hypothesis first and then gathers data to test that hypothesis
Inductive approach
an approach whereby the researcher gathers data first, then formulates a theory to fit the data
Ethnography
a naturalistic method based on studying people in their own environment in order to understand the meanings they attribute to their activities; also, the written work that results from the study
Participant observation
a methodology associated with ethnography whereby the researcher both observes and becomes a member in a social setting
Rapport
a positive relationship often characterized by mutual trust or sympathy
Field notes
detailed notes taken by an ethnographer describing their activities and interactions, which later become the basis of the analysis
Reflexivity
how the identity and activities of the researcher influence what is going on in the field setting
Advantages of Ethnography
an effective means of studying groups whose stories might not otherwise be told, can challenge stereotypes, and provide rich, contextual insights into social behavior.
Disadvantages of ethnography
can be time-consuming, may lead to researcher bias, and findings may not be easily generalizable to larger populations.
Representativeness
the degree to which a particular studied group is similar to, or represents, any part of the larger society
Validity
the accuracy of a question or measurement tool; the degree to which a researcher is measuring what they think they are measuring
Interviews
person-to-person conversations for the purpose of gathering information by means of questions posed to respondents
Respondent
a participant in a study from whom the researcher seeks to gather information
Target population
the entire group about which a researcher would like to be able to generalize
Sample
the members of the target population who will actually be studied
Focus group
a process for interviewing a number of participants together that also allows for interaction among group members
Informed consent
a safeguard through which the researcher makes sure that respondents are freely participating and understand the nature of the research
Leading questions
questions that predispose a respondent to answer in a certain way
Double-barreled questions
questions that attempt to get at multiple issues at once, and so tend to receive incomplete or confusing answers
Life history
an approach to interviewing that asks for a chronological account of the respondent’s entire life or some portion of it
Advantages of Interviews
allow for in-depth responses, clarification of answers, and the ability to explore complex topics through follow-up questions.
Disadvantages of Interviews
can be time-consuming, may introduce interviewer bias, and responses can be influenced by the interviewer's presence.
Surveys
research method based on questionnaires that are administered to a sample of respondents selected from a target population
Closed-ended question
a question asked of a respondent that imposes a limit on the possible responses
Likert scale
a way of formatting a survey questionnaire so that the respondent can choose an answer along a continuum
Open-ended question
a question asked of a respondent that allows the answer to take whatever form the respondent chooses
Negative questions
survey questions that ask respondents what they don’t think instead of what they do think
Pilot study
a small-scale study carried out to test the feasibility of conducting a study on a larger scale
Probability sampling
any sampling procedure that uses randomization
Simple random sample
a particular type of probability sample in which every member of the population has an equal chance of being selected
Response rate
The number or percentage of surveys completed by respondents and returned to researchers
Advantages of Surveys
provide a cost-effective way to collect data from a large group, allow for anonymity, and can be easily analyzed for statistical insights.
Disadvantages of Surveys
The drawbacks associated with using surveys, including potential bias, low response rates, and limited depth of information.
Existing sources
materials that have been produced for some other reason but that can be used as data for social research
Unobtrusive measures
research methods that rely on existing sources and whereby the researcher does not intrude upon or disturb the social setting or its subjects
Comparative historical research
a research method that examines past events and their impact on social phenomena over time, often using qualitative data.
Content analysis
a systematic technique for analyzing communication content, such as texts, images, or media, to identify patterns, themes, or biases.
Advantages of Existing Sources
These include cost-effectiveness, time savings, and access to large datasets that may not be feasible to collect directly.
Disadvantages of Existing Sources
These may include issues of data relevance, accuracy, and lack of control over the data collection process.
Experiments
formal tests of specific variables and effects, performed in a setting where all aspects of the situation can be controlled
Experimental group
the members of a test group who receive the experimental treatment
Control group
the members of a test group who are allowed to continue without intervention so that they can be compared with the experimental group
Independent variable
the factor that is predicted to cause change
Dependent variable
the factor that is changed (or not) by the independent variable
Advantages of Experiments
allow researchers to establish cause-and-effect relationships by controlling variables and isolating the effect of the independent variable on the dependent variable.
Disadvantages of Experiments
may lack ecological validity, can be expensive, and may introduce ethical concerns.
Basic research
the search for knowledge without an agenda or practical goal in mind
Applied research
the search for knowledge that can be used to create social change
Bias
an opinion held by the researcher that might affect the research or analysis
Objectivity
impartiality; the ability to allow the facts to speak for themselves
Reactivity
the tendency of people and events to react to the process of being studied
Hawthorne effect
a specific example of reactivity, in which the desired effect is the result not of the independent variable but of the research itself
Deception
the extent to which the participants in a research project are unaware of the project or its goals
Confidentiality
the assurance that no one other than the researcher will know the identity of a respondent
Code of ethics
ethical guidelines for researchers to consult as they design a project
Institutional review board
group of scholars within a university who meet regularly to review and approve the research proposals of their colleagues and make recommendations for how to protect human subjects