Looking Beneath the Surface

Market research, and by association survey research in general, was not designed to be a random fishing trip. This is not to say that randomness isn’t important to our cause, but is not the key driver if you will. Yet, it seems as if so many projects occur at the whim of a CMO who may or may not...read more

Heard It On The X(tab)

There are a few go to techniques that we use for survey data analysis. The primary tool used for analyzing survey data is the crosstab. There are fancier multivariate techniques, and those have their place, but for everyday use the crosstab is the preferred method for analyzing nominal and ordinal...read more

Customer Satisfaction + Importance

Customer satisfaction measurement can be best described as part art, part science, and part intuition. Regardless of how you view it there are several moving parts to this equation. Satisfaction, as a measure itself, is part of a larger equation centered on profitability. When designing a...read more

Are You Using More Than One Barrel? Tips for Question Writing

When is two not better than one? In survey design two is certainly not better than one. In this case it refers to the use of double-barreled questions. Those with little research training often do not realize they are combining two distinct elements into one question. The best practice is to...read more

Ozzy Osbourne's Advice for Questionnaire Design

In one of Ozzy Osbourne’s songs he uses the phrase “going forward in reverse.” Little did the singer know that his lyrics would also apply to survey research, specifically to the area of questionnaire design.  One of the key concerns facing researchers today is data quality. It is all too easy for...read more

Checking in on Culturally Sensitive Topics

In the course of survey research several topics have developed a reputation for being ‘sensitive’. In short this means the topical areas are perceived to be just short of off limits by the culture we live in. Examples include cultural diversity, recreational drug use, sexual activity, alcohol use,...read more

Adding Questions to the Matrix

On occasion a survey comes my way that illustrates, either with excellence or lack of vision, good online survey design. The illustration below comes from a customer satisfaction survey provided by a regional grocery store to their online community. The table speaks to one dimension of the...read more

Are Using the Right Test?

Testing 1,2,3, test, test.  Consumer and B2B market researchers, well actually researchers of all stripes and disciplines, are tasked with collecting data. Said data can be from transactions, a customer satisfaction survey, brand awareness tracker, or some other data collection method (e.g. analysis...read more

Choose your categories wisely

Choose your words wisely or so we have always been told. We could extend this thought to the market research world by saying choose your categories wisely. The categories we use in our questions directly impacts the quality of our survey data analysis.Nowhere is this more of an issue than in the...read more

A is for Assessments

What is the difference between a survey and an assessment? The short answer is not much. If you think back to your days in school, the tests you took were nothing more than a scored survey. Chances are the survey design had both structured and unstructured questions with the intent of measuring your...read more
The Rise of the Smart Phone: Are you Leverging Mobile? 10 Tips for Mobile-Friendly Survey Creation