It’s all about semantics

There are numerous ways to measure attitudes and beliefs. Many have been covered in this blog previously. One of my favorites is the semantic differential. Unlike Likert scales, which measure level of agreement, the semantic differential exposes the respondent to a series of paired statements more

Avoiding the Yes Men

As market researchers, and survey researchers in general, it is our job to ensure the instruments we create are as free of potential bias as possible. This is accomplished through diligence in survey and sample design. Yet, as hard as we try it is often difficult to avoid all forms of more

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 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 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 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 more

New School Ad Testing with Market Research Surveys

The old school for ad testing involved bringing large numbers of people of various demographics together and showing them ads embedded in pilot television show. This was coupled with two surveys, a pre-exposure survey and a post-test assessment following the programming and ad exposure. Enter more

Measuring Frequency of Usage

Usage frequency is a critical variable to marketers. Frequent users of our products and services tend to look and feel different than lower frequency users. Understanding these differences can help guide strategy that maximizes revenue and profitability. The question at hand then becomes how do more

6 Surveys You Need to Conduct this Holiday Season

Just 34 days make up the commerce-laden holiday season bookended by Thanksgiving and New Year’s Day. It’s a short window of time representing billions of dollars in consumer spending, weeks of time off from work, countless miles on the road and a barrage of holiday functions. And in the midst of more

The Price is Right

How as market researchers can we help our brethren in marketing, sales and product development assess whether or not our price in the ballpark? There are numerous ways to test price including market experiments designed to measure elasticity up through several survey-based techniques. A key more
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