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

Say, Just What is a Likert Scale Anyway?

If you have been around survey research for any length of time you have come across the ubiquitous Likert scale. But, do you ever wonder what the Likert scale really is? This question format and its strongly agree to strongly disagree framework is a staple for in the pantry of questions we use on...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

Always Check Your Survey Logic!

There comes a time when all researchers have a bad day and craft a questionnaire that misses the mark. This can come in the form of a poorly worded question or logic that skips respondents off into the universe. To help mitigate these moments place a sticky note beside your monitor that reminds you...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

Scale Design Q&A

Where to begin is a question frequently heard in market research. Yet, when it comes to survey design this question cannot be asked often enough. A particular example that has significant ramifications on satisfaction scores is where to start the scale? There is a significant body of research around...read more
Crimes in Design Webinar
Subscribe to our Monthly Newsletter