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attitudes data
measure consumers’ feelings, convictions, or beliefs about a brand
awareness data
measure the knowledge consumers have of brands, products, and solutions
case analyses
intensive studies of representative examples (cases) of the subject under study
casual research
research that is quantitative in nature and focuses on discovering the cause-and-effect relationship between variables
data mining
the process of searching or “mining” for insights from the patterns, trends, and relationships within data sets
data scientist
someone trained to retrieve, manage, analyze, and interpret data to help assist in making business decisions
demographic / socioeconomic data
measure characteristics of consumers, such as income, gender, education level, marital status, social status, and many others; analysis of this data often reveals certain segments of consumers with strong affinity or loyalty to a brand
depth interviews
interviews with people who are knowledgeable about the general subject under investigation
descriptive research
quantitative in nature and focuses on determining how often something occurs or how two things are related to each other
exploratory research
focuses on gaining ideas or insights and is particularly helpful in funneling broad research questions into more precise ones
focus group
a set of individuals from whom a researcher wishes to gain insights using a structured interview process that is moderated by a facilitator
intention data
measure future, anticipated behaviors; this data help marketers predict demand or future consumption
literature search
a search for statistics and content in various blogs, books, newspapers, or magazines for data or insight into the research subject
marketing research
the process of collecting and analyzing information from and about consumers to influence marketing strategy and decisions
motivation data
measure the motives of consumers so as to understand what conditions drive behavior
net promoter score (NPS)
a specific type of survey, used by many marketers, to measure the experience customers have with brands; a brand’s net promoter score is calculated by subtracting the percent of detractors in the survey from the percent of promoters
net promoter score: promoters
promoters (scores of 9 and 10)
customers who are loyal enthusiasts, tend to buy more, stay in relationships with brands longer, refer friends, and provide feedback and ideas
net promoter score: passives
passives (scores of 7 and 8)
customers who are satisfied but not enthusiastic about the brand; they are vulnerable to competitive offerings
net promoter score: detractors
detractors (scores between zero and 6)
customers who are unhappy and can hurt your brand through negative word-of-mouth communications
primary data
new data that marketers must collect when no data exist to help marketing researchers pursue answers to research
projective methods
form of research that uses indirect methods — usually some sort of task — that causes study participants to reveal their feelings, thoughts, and opinions or express behaviors
psychographic / lifestyle data
measure personality traits, interests, opinions, or lifestyle characteristics of consumers; this data are frequently combined with demographic data to let marketers create a persona of the ideal consumer
qualitative research
the collection and analysis of non-numeric data to understand thoughts, ideas, and opinions. Qualitative research questions often begin with “who”, “what”, “how”, or “why”
quantitative research
the collection and analysis of numeric data for the purpose of statistical analysis
secondary data
pre-existing data that was originally gathered for another purpose but is helpful for current research projects
survey
a poll designed to gather input, information, or opinions from a specific population of people