Creating Categories from Open-end Responses

It is an alchemist’s blend of art and science when it comes to qualitative marketing research. The analysis of open-ended questions found on most surveys is indeed a qualitative endeavor. At its core this is an iterative process, even with the use of text analytics tools such as OdinText. Where do...read more

Know Your Rows and Columns: How to do a Cross Tabulation Analysis

Data can be analyzed in numerous ways. There are a few go to methods that every researcher needs to be proficient with. The tool of choice for diving into survey data is the crosstabulation. There are fancier multivariate techniques, and those have their place, but for everyday use the crosstab is...read more

Awareness Questions in Surveys

Hey there…have you heard of me? In consumer and B2B market research circles we are often asked to assess market awareness and/or familiarity with brands, products and spokespeople or causes. These two related, but separate constructs, represent the first steps on the pathway from prospect to...read more

How Does My Sample Compare to Reality: Ensuring Representative Samples

When it comes to sample selection we want to ensure that our respondents are representative of or look like the population of interest. How do we make sure this is the case? A keystone method in market research is to use Census data as a point of comparison. This is especially true in consumer...read more

True Love? 3 Survey Questions to Measure Passion (from Customers and Employees)

This Saturday is Valentine’s Day, which means that obvious and sometimes expensive proclamations of love—greeting cards, roses, chocolates, jewelry—will be everywhere. Whether you celebrate the holiday or not, you can probably agree there are different levels of observation among those that do. Some...read more

Compare Your Survey Sample to US Census Data with Data Ferrett

The US Census is the go to source for data which allows us to compare our sample to larger populations to ensure representativeness. The Census Bureau has created a tool in Data Ferrett which will make this process significantly easier for market researchers to employ. Any discuss of...read more

Maximizing Reach with TURF Analysis

TURF Playbook So just what is TURF analysis? Does it have to do with the kind of grass we plant in our football fields? In this case it has nothing to do with football, but it does have numerous uses in media as well as product and services research. TURF, also known as total unduplicated reach and...read more

Low to High or High to Low - Scale Design

Scales in market research share a similar purpose with those devices found in bathrooms, gyms and doctors offices. They are both designed to measure. In one case it may be our physical weight, while in the other it may be the importance of an attribute or attitude. In the context of B2B and consumer...read more

Measuring the Top and Bottom

When we present survey data we have choices in how that data is presented. As survey analysts it is our role to present the facts in an unbiased manner which facilitates decision making. When we work with scaled questions, “e.g. How likely are you to recommend Acme, Inc.?,” we have numerous options...read more

Using Binary Scales to Shorten a Survey

In consumer or B2B marketing research, as in life in general, there is typically more than one way to ask a question. Some of these methods are easier on the part of the survey respondent, while others although a bit more complicated yield richer results for our survey data analysis. When we are...read more
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