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What is the purpose of research?
Uses a scientific approach to collect information, predict trends, identity challenges, and improve decision-making
What are the three types of communication change?
Perception = how someone sees something
Attitude = how someone feels
Behavior = what someone does
What does strategic mean?
Choosing the most important target at the right time
What is involvement recognition?
The extent to which people see a connection between themselves and a problematic situation
What is problem recognition?
People notice a difference between expectations and reality and believe action is needed
What is constraint recognition?
People believe obstacles prevent them from taking action
What are the five types of publics?
Nonpublic, latent public, aware public, active public, activist public
What is a nonpublic?
A group that has no consequences or connection to the problem
What is a latent public?
Could be affected by a problem but has not recognized it yet
What is an aware public?
Recognizes the problem but has not taken action
What is an active public?
Has started taking individual action to solve a problem
What is an activist public?
Has organized with others to collectively address a problem
What are publics?
Groups with shared interests who organize around organizational consequences. They are situational and problem-specific
What are stakeholders?
Individual or groups who affect an organization’s operations and with whom the organization builds mutually beneficial relationships
What are the five purposes of public segmentation?
Effective messaging, targeted communication, resource optimization, crisis management, and measurement/evalution
What happened in the Little Albert experiment?
A child was conditioned to fear certain objects. Ethical issues included lack of informed consent and psychological harm
What happened in the Milgram obedience study?
participants believed they were giving electric shocks to another person. Ethical issues included deception and psychological stress
What happened in the Stanford prison experiment?
Participants were assigned prisoner and guard roles, resulting in abusive behavior and psychological distress
What happened in the Tuskegee syphilis study?
African American men with syphilis were studied from 1932-1972 without proper treatment or informed consent
What is the Belmont Report?
A report establishing ethical principles and guidelines for research involving human subjects
What are the three core principles of the Belmont Report?
Respect for persons, beneficence, and justice
What does respect for persons mean?
Informed consent, voluntary participation, anonymity, confidentiality, and privacy
What does beneficence mean?
Maximize benefits and minimize harm. Do not harm to participants
What does justice mean?
Avoid bias and distribute research benefits and burdens fairly among groups
What is an IRB?
Institutional Review Board. Reviews and approves research involving human participants to protect their rights and welfare
What are the four phases of research?
Situational Analysis
Making Strategy
Taking Actions
Assessment
What happens in phase 1: situational analysis?
Understand the problem, review existing research, identify and define key concepts, explore relationships, and develop hypotheses
What happens in phase 2: making strategy?
Plan research methods, select data collection tools, determine sampling, collect data, and analyze results
What happens in phase 3: taking actions?
Implement communication strategies, campaigns, messaging, and outreach based on research findings
What happens in phase 4: assessment?
Evaluate results, measure outcomes, identity improvements, and prepare reports
Is phase 4 the end of research?
No, research is continuous. Assessment results can lead to a new situational analysis and new hypothesis
What are the main sections of a research paper?
introduction, literature review, method, analysis results, overall conclusion, implications and limitations
What is secondary research?
using existing scientific information collected by others for a different research purpose
Why conduct secondary research
Saves time and money, provides insights, supports arguments, and helps understand existing knowledge before conducting new research
What is primary research?
Collecting new, original data directly from the source
What is the difference between primary and secondary research?
Primary = new data collected by you
Secondary = existing data collected by others
What is a conceptual definition?
Explains what a concept means in theory using abstract ideas or other concepts
What is an operational definition?
Explains exactly how a concept is measured or identified in a study
What is an independent variable (IV)?
The presumed cause or predictor that influences another variable
What is a dependent variable (DV)?
The outcome or effect that is influenced by the independent variable
What words help identify variables in a hypothesis?
Impacts, influences, triggers, generates, and affects
What is the role of secondary research in a literature review?
Helps define variables, identify IVs and DVs, understand relationships, and develop hypotheses
What is qualitative research?
Research focused on experience, opinions, and descriptions. Examples: interviews, focus groups, observations
What is quantitative research?
Research focused on numerical data and statistics. Examples: surveys, experiments, big data analysis
What should happen before an interview?
Introduce yourself, thank the participant, explain the research, discuss confidentiality, obtain consent, answer questions, and start recording
What should happen after an interview?
Stop recording and thank the participant
What are the advantages of interviews?
Deep insights, flexible follow-ups, privacy, trust, convenient scheduling, and no group pressure
What are the disadvantages of interviews?
Time-consuming, labor-intensive, interviewer bias, trained interviewer needed, and small samples
what are the advantages of focus groups?
Group Interaction, deeper discussions, new ideas, spontaneous responses, and cost-effectiveness
What are the disadvantages of focus groups?
Groupthink, dominant participants, quiet participants, sensitive-topic difficulties, and scheduling challenges
What is generalization?
How well findings from a sample represent the larger population
What are probes?
Follow-up questions that encourage interviewees to elaborate, clarify, and provide deeper answers
What are the three conditions for casuality?
Covariation, time antecedence, and non-spuriousness
What is covariation?
Two variables are associated or related to each other
What is time antecedence?
The presumed cause (IV) must happen before the effect (DV)
What is non-spuriousness?
The relationship between two variables is not explained by a third variable
What is correlation analysis?
Tests covariation to determine whether two variable are related
What is regression analysis?
Tests whether an independent variable predicts or influences a dependent variable
What two things should you check in statistical results?
P-value and coefficient value
What coefficient values generally indicate a strong relationship according to class notes?
Above +0.60 = strong positive
Below -0.60 = strong negative
What is nominal measurement?
Classifies information into categories without ranking. Numbers have no mathematical meaning
What are two requirements of nominal categories?
Mutually exclusive (no overlap) and exhaustive (cover all possibilities)
What is ordinal measurement?
Ranks categories, but the distances between values are not necessarily equal
What is interval measurement?
Has ranking and equal distances between values but no true zero
What is ratio measurement?
Has ranking, equal distances, and a true zero point
What is the order of measurement levels from weakest to strongest?
Nominal → Ordinal → Interval → Ratio
What is statistical power?
The ability of statistical test to detect an effect or relationship when one truly exists
What are descriptive statistics?
Describe and summarize individual variables within a sample
What are inferential statistics?
Use sample data to draw conclusions about a larger population and test hypothesis
What does infer mean?
To draw a conclusion based on evidence or facts
What is a null hypothesis (H0)?
States there is NO relationship, difference, or effect
What is a research hypothesis (H1)?
States there IS a relationship, difference, or effect
What does p<.05 mean?
Statistically significant, reject the null hypothesis
What does p>.05 mean?
Not statistically significant, fail to reject the null hypothesis
What does a p-value of .01 mean?
If H0 were true, there is a 1% chance of observing a result this extreme or more extreme, reject H0
What does a p-value of .082 mean?
If H0 were true, there is an 8.2% chance of observing a result this extreme or more extreme, fail to reject H0