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Marketing Research Information gathered for a specific need or want. Can be primary or secondary Lecture Dr. Geurts Data Digestion A. Marketing research can be conducted by an outside firm or by a department within a company. B. Scientific method - hypothesis testing. Define problem & get prior studies that are applicable Design a test or experiment or get previous results - Use data in Statistical Analysis Regression Write or Analysis of Variance & analyze results Have results analyzed by expert Use results for decision process Research Process C. Survey Research Questionnaire - Sample (part) vs. Census (whole) Sources of Market Research a. 1) Problems Leading question 2) Ambiguous question - What is your income? 3) Low response - nonrepresentative Too long No inducement to reply to questionnaire Functionally incompetent - 20% of the population is illiterate a. Problems (con’t) 4) Respondent error - people lie 5) Sampling size - the larger the better probability (random, cluster, stratified) nonprobability (quota, judgment, convenience) Frame Error Measurement error Sampling error!!!!!!!!! Test for significance b. Statistical Analysis Tabulate & cross tabulation Sample error - Occurs when statistics are different than the population, alpha error Regression* - Magnitude of association, functional relationship between two variables. The amount of sales increase from increasing advertising by $1000 b. Statistical Analysis (con’t) Correlation** - Association strength, value equals -1 to 0 and 0 to 1. How frequently or consistently sales change when advertising changes. Do changes in advertising always increase sales. If no change and positive change and negative change about the same then correlation will be 0. If sales always go up when advertising goes up correlation will be 1. Correlation tells us nothing about the amount of change. Establishing Relationships b. Statistical Analysis (con’t) Discriminate analysis - Uses variables to put people into categories. Used for segmenting and qualifying potential buyers. Multidimensional scaling used to determine product attributes ANOVA - Analysis of variance used in test marketing * Regression shows the magnitude of the relationship ** Correlation shows the strength of the relationship. Validity Reliability Collect the right type of information from the respondent Collect the information with high degree of accuracy, free of bias Representativeness Collect the information from a representative sample of the population Quality Marketing Research D. Experiments Apply a treatment to one group but not to a second group Measure response of both groups Statistical test to measure if difference is significant Reliability - repeat experiments give consistent results D. Experiments (con’t) Validity - measure what intend to measure Causation Correlation Time ordered- result always follows cause No other explanation Spurious correlation - no relevant cause/effect Research Attributes E. Test Marketing - Get a few cities which represent U.S. population Method Introduce new product and vary combinations of marketing mix variables among cities Measure sales impact If sales impact is significant, select the best combination of marketing mix variables and introduce product into a larger market E. Test Marketing (con’t) Advantages Allows you to find the best mix of marketing variables Able to see if product will be successful without the cost of introducing it nationally Provides information on consumer reaction Disadvantages Tip off competition Delay profits F. Panels Get a group of individuals that represent the population of interest so that the panel represents the population in characteristics that are viewed as important. Method Introduce products & evaluate Evaluate advertising Survey about opinions Decision Support Good lawyers do not allow expert witnesses to do marketing research for testifying in law court cases Market Research Ad Market Research Ad