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Marketing research
the systematic design, collection, analysis, and reporting of data relevant to a specific marketing situation facing an organization
Why is marketing research valuable?
-reduces uncertainty
-makes firms more customer oriented
-firms can anticipate and respond quickly to competitive moves
Prior to pursuing marketing research...
1. will it be useful?
2. is top management committed?
3. small or big?
4. PLAN
What is the first step in the marketing research process?
Defining the objectives and research needs
Assess the value of a product through comparing the _____ and ______
benefits; costs
What is the second step in the marketing research process?
Designing the research
What is the third step in the marketing research process?
Collecting the data
Secondary data
information that already exists somewhere, having been collected for another purpose
ex. external or internal
Primary data
information collected for the specific purpose at hand
ex. focus groups, in-depth interviews, and surveys
What is the fourth step in the marketing research process?
Analyzing the data and developing insights
Data
raw numbers that have limited value on their own
Information
Data converted into a meaningful and useful context
What is the fifth step in the marketing research process?
Developing and implementing an action plan
Sample
A relatively small proportion of people who are chosen in a survey so as to be representative of the whole.
A typical marketing research presentation includes:
1. executive summary
2. the body of the report
3. the conclusions
4. the limitations
5. appropriate supplemental tables, figures, and appendixes
The body of the report
discusses the research objectives, methodology used, and detailed findings
Inexpensive secondary data
-low cost
-not adequate (outdated)
-ex. U.S. Census
Syndicated secondary data
data available for a fee from commercial research firms (Nielsen, etc)
Scanner data (as a whole)
data obtained by passing merchandise over a laser scanner that reads the UPC code from the packages
Panel data (by person)
information collected from a group of consumers then organized
Qualitative research
uses broad, open-ended questions to understand the phenomenon of interest
Quantitative research
structured responses that can be statistically tested
What are the various primary data collection techniques?
qualitative and quantitative research methods
Examples of qualitative research
observation, in-depth interviews, focus groups, social media
Examples of quantitative research
experiments, survey, scanner, panel
Observation
-studying customer movements
-used to improve store layouts
-best method for determining how customers might use the product
In-Depth Interviews
-better understand the nature of the industry
-gain knowledge of customer preferences
-expensive and time-consuming
Focus Group Interviews
-gather qualitative data about intial reactions to a new or existing product
-opinions about different competitive offerings
-reactions to marketing stimuli
-often online
-saves costs
-gain a broader range of customers
Survey research
survey, questionnaire, unstructured questions, and structured questions
Survey
systematic and most popular means of collecting information
Questionnaire
a document that features a set of questions designed to gather info from respondents and thereby accomplish the researchers' objectives
Unstructured questions
open-ended questions that allow respondents to answer in their own words
Structured questions
closed-ended questions for which a discrete set of response alternatives, or specific answers, is provided for respondents to evaluate
Panel- and Scanner-Based Research
can be either secondary or primary data
Experimental research
systematically manipulates one or more variables to determine which variables have a causal effect on other variables
Advantages of Secondary research
-saves time in collecting data because they are readily available
-free or inexpensive (except for syndicated data)
Disadvantages of Secondary research
-may not be precisely relevant to information needs
-information may not be timely
-sources may not be original, and therefore usefulness is an issue
-methodologies for collecting data may not be appropriate
-data sources may be biased
Advantages of Primary research
-specific to the immediate data needs and topic at hand
-offers behavioral insights generally not available from secondary research
Disadvantages of Primary research
-costly
-time-consuming
-requires more sophisticated
training and experience to design
study and collect data
Big data
data sets that are too large and complex to analyze with conventional data management software
Data warehouse
a place where databases are stored so that they are available when needed
Data mining
the process of analyzing data to extract information not offered by the raw data alone
Identify the 5 Vs of big data
Volume
Variety
Velocity
Veracity
Value
Volume
-the amount of data being collected
-data in many forms
-qualitative and quantitative, obtained from different media formats
Velocity
-data moving quickly
-streaming data, requiring milliseconds to seconds to respond
Veracity
-offer different levels of quality and timeliness
-data in doubt
-trustworthiness of data due to accuracy and reliability
Value
-data into money
-usefulness of data compared to its cost
Marketing analytics
uses advanced technologies and models to analyze gathered data so that marketers can improve their decision-making, optimize their returns, and make appropriate customer-related decisions.
What are the 4 factors of marketing decisions?
1. making marketing mix decisions
2. determining which segments to target
3. understanding and managing customer segments
4. creating micro-segmentations strategies at a local level
Descriptive analytics tools
helps firms organize, tabulate, and depict their available data, usually in easy-to-understand reports, tables, and charts
Predictive analytics tools
rely on historically available data to forecast the future
ex. Google Analytics 360
Churn rate
the rate at which customers leave a product or service
Prescriptive analytics tool
analyses that use simulations that ask a series of what-if-type questions
Active analytics tool
artificial intelligence algorithms used to analyze input gathered from various data bases including data from the internet of things
ex. Roomba+Alexa+Smart cars, etc
Marketing research should be used only to produce ______ and ______ information
unbiased; factual
Facial recognition software
software that provides identification by evaluating facial characteristics
Neuromarketing
the process of examining consumers' brain patterns to determine their responses to marketing communications, products, or services for the purpose of developing marketing tactics or strategies
Watch dogs that have emerged over data mining on consumer information
-Center of Democracy and Technology (CDT)
-Electronic Privacy Information Center (EPIC)
How many data records have been lost or stolen since 2013?
more than 4.5 billion