Chapter 05
CRM, Big Data, and Marketing Analytics
5-20
and expect the data to have the same levels of confidence but don’t “have the time” to
understand the limits of data collection realities. An analyst’s job includes proper framing of the
results so executives can make truly informed decisions.
Questions for Consideration
1. What general and specific types of market data would you need to perform an analysis of the
Indian market? Which of these data might be less available in a developing country?
If we think of the highest generic categories of data one may use to analyze a market, there
are three categories we can use to start the discussion. For each of these, I’ll contrast
available data in the United States with the problems Outline India faces. The professor may
substitute any specific data element that has already come up in the class as a substitute. But,
the process of analysis – finding meaningful patterns in data – remains the same.
a. Quantity attributes: Just how many people and households are there? Usually,
basic quantity data on a market comes from governmental sources (e.g., a
national census). Marketers use these data, along with supplemental data (see
b. Quality attributes. What are the demographics, needs, buying power of my target
market? While basic counts are similar between countries, questions asked (such
as how the household access water) indicate significant, and expected, differences
between the two countries’ quality of life. As supplemental data, the US gathers
c. Speed attributes. How quickly does messaging occur? How quickly can products
be moved to the marketplace and exchange occur? To answer these questions, a