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Marketing Research and Information Systems  |  Chapter 4  93



                       or circumstances from previous research studies and other sources. As information is gath-
                       ered, the researcher tests the hypothesis. For example, a food marketer such as H.J. Heinz
                       might propose the hypothesis that children today have considerable influence on their fami-
                       lies’ buying decisions regarding Heinz products. A marketing researcher would then gather
                       data, perhaps through surveys of children and their parents and observing families shop, ana-
                       lyze the data, and draw conclusions as to whether the hypothesis is correct. Sometimes, sev-
                       eral hypotheses are developed over the course of a research project. The hypotheses that are
                       accepted or rejected become the study’s conclusions.

                             Research Reliability and Validity

                          In designing research, marketing researchers must ensure that research techniques are
                       both reliable and valid. A research technique has   reliability      if it produces almost identical
                       results in repeated trials. To have   validity     , the research method must measure what it is
                       supposed to measure, not something else. This means than not all reliable research findings
                       are valid. For example, although a group of customers may express the same level of sat-
                       isfaction based on a rating scale, as individuals they may not exhibit the same repurchase
                       behavior because of different personal characteristics. If the purpose of rating satisfac-
                       tion was to estimate potential repurchase behavior, this result may cause the researcher to
                                                            9
                       question the validity of the satisfaction scale.                                                              A study to measure the effect of advertising
                       on sales is valid if advertising can be isolated from other factors and from variables that
                       affect sales. Research projects should be replicable as well, otherwise it is impossible to
                       establish reliability.

                                 Collecting Data

                             The next step in the marketing research process is collecting data to help prove (or disprove)
                       the research hypothesis. The research design must specify what types of data to collect and
                       how they will be collected.

                           Types of Data

                          Marketing researchers have two types of data at their disposal.   Primary data      are observed and
                       recorded or collected directly from respondents. Primary data must be gathered by observing
                       phenomena or surveying people of interest.   Secondary data      are compiled both inside and
                       outside the organization for some purpose other than the current investigation. Secondary data
                       include general reports compiled by other organizations and internal and online databases.
                       Reports might address a variety of topics, including market share, retail inventory levels, and
                       customers’ buying behavior. They are useful for research if the information contained is perti-
                                                                                                       reliability      A condition that
                       nent to the hypothesis marketers are testing. Most marketing research comes from secondary
                                                                                                     exists when a research  technique
                       sources, as they often provide the needed information at relatively low cost and effort. The
                                                                                                     produces almost identical results
                       Internet has increased the amount of secondary data available exponentially, making research   in repeated trials
                       both easier and more complicated. Now researchers are faced with the task of sorting through
                                                                                                       validity      A condition that
                       large volumes of secondary data, some of it of questionable quality, in order to find the infor-
                                                                                                     exists when a research method
                       mation they need. There remain, however, large and reputable publications and databases that   measures what it is supposed
                       are useful.                                                                   to measure
                                                                                                       primary data      Data observed
                           Sources of Secondary Data                                                 and recorded or collected
                                                                                                     directly from respondents
                             Marketers often begin the data-collection phase of the marketing research process by gather-
                                                                                                       secondary data      Data  compiled
                       ing secondary data. They may use available reports and other information from both internal
                                                                                                     both inside and outside
                       and external sources to study a marketing problem.                            the organization for some
                              Internal sources of secondary data, such as databases, sales records, and research reports,     purpose other than the current
                       can be helpful because they provide information on the firm’s own marketing activities. This   investigation






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