CHAPTER 5 RESEARCH DESIGN Important Topics of this Chapter Types of research designs. Methods of conducting different research designs. Experimental research process. Test marketing and types of test markets. Classifications of Research Designs Research Design Conclusive Research Design Exploratory Research Design Descriptive Research Cross-Sectional Design Single CrossSectional Design Casual Research Longitudinal Design Multiple CrossSectional Design Difference between Exploratory and Conclusive Research Objective: Exploratory Conclusive To provide insights and understanding. To test specific hypotheses and examine relationships. Character- Information needed is istics: defined only loosely. Research process is flexible and unstructured. Sample is small and nonrepresentative. Analysis of primary data is qualitative. Information needed is clearly defined. Research process is formal and structured. Sample is large and representative. Data analysis is quantitative. Tentative. Findings /Results: Generally followed by Outcome: further exploratory or conclusive research. Conclusive. Findings used as input into decision making. T A Comparison of Basic Research Designs Exploratory Objective: Discovery of ideas and insights Causal Describe market characteristics or functions Determine cause and effect relationships Marked by the prior formulation of specific hypotheses Manipulation of one or more independent variables Often the front end of total research design Preplanned and structured design Control of other mediating variables Expert surveys Pilot surveys Secondary data Qualitative research Secondary data Surveys Panels Observation and other data Experiments Characteristics: Flexible, versatile Methods: Descriptive Uses of Exploratory Research Gain background information Define terms: Identify causes of the problem. Clarify problems and formulation of hypotheses. Establish research priorities. Methods Conducting Exploratory Research Secondary data analysis: Library. Internet. Experience surveys. Case analysis. Focus group interviews. Projective techniques: Hidden consumer motives for buying goods/services: Sentence completion test. Cartoon tests. Story telling. Descriptive Research Who are the customers? What did they buy? When did they buy it? How did they buy it? Why did they buy it? Applications of Descriptive Research Cross sectional studies: Sample surveys One time measurement. Outnumbered the longitudinal studies. Longitudinal studies: Repeated measurements on the same sample. Traditional panels: Ask same questions to same panel each time. Omnibus panels: Different questions from one panel measurement to the next. Casual Research Experiments: Independent variables-X Dependent variable-Y Y X Extraneous variables: Variables that have some effects on dependent variable. Casual Research (cont.) Experimental design: O=The measurement of dependent variable. X=Change of an independent variable. R=Random assignment of subjects. E=Experimental effect-change in dependent due to changes in independent variable Casual Research (cont.) Experimental design (Cont.): Measurement process: Pretest: Posttest: Measurement of the dependent variable is taken place prior to changing the independent variable. Measurement of dependent variable is taken after the changing the independent variable. True experimental design: Truly isolates the effects of the independent variable on the dependent variable. Casual Research (cont.) Experimental design (cont.): After-only design: One-group, before-after design: X O1 where O1 represents the measurement of post test. O1 X O2 where E= O2 – O1 Before-after with control group: Experimental group (R) O1 X O2 Control group (R) O3 O4 Where E=(O2 - O1) – (O4 – O3) Casual Research (cont.) Experimental design (cont.): Validity of experiments: Internal External Types of experiments: Laboratory experiments: Artificial environment Field experiment: Natural setting Test Marketing Type of test markets: Standard test market: Controlled test market: Time consuming. Competition may hear about it. Guaranteed shelf space. Fastest distribution;however, it may not be the same in actual distribution network. Electronic test markets: Panel of consumers. Small number of cities will participate. Offers speed, confidentiality and low cost. However, it is not a real market. Test Marketing (cont.) Simulated test market: Respondent are selected based upon predetermined demographic characteristics. Consumers are shown commercials. Consumers are given opportunity to purchase. Consumer re-contacted after the opportunity to use it. Information is fed into data file to use for marketing mix decision. Advantages: Faster than standard test market. Less costly However, it may not be accurate. Consumer Test markets. Industrial test markets. Pros and Cons of Test Marketing Provides first hand information about product quality, features and satisfaction level. It may help to discover the defects. It may give wrong information because consumer’s preferences may change overtime. Competitors may sabotage it. Competitors may gather product information. It is time consuming and costly Potential Sources of Error in Research Designs Total Error Non-sampling Error Random Sampling Error Response Error Researcher Error •Surrogate Information Error •Measurement Error •Population Definition Error •Sampling Frame Error •Data Analysis Error Interviewer Errors •Respondent Selection Error •Questioning Error •Recording Error •Cheating Error Non-response Error Respondent Error •Inability Error •Unwillingness Error