In a previous post we examined the fundamentals of Likert scale development. In case you missed it, Likert survey questions are designed to measure attitudes using a five or seven-point scale agreement scale (e.g. strongly disagree to strongly agree). These scales and their derivatives continue to...read more

What is statistical significance anyway? The core of our survey data analysis should be directed toward generating consumer insights that are both meaningful and actionable. In order to achieve this joint goal we have to keep our eye on significance, both statistical and managerial.Previously we...read more

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

In both consumer and B2B market research we are often faced with questions from clients that require both quantitative research methods as well as the deeper insights that come from unstructured or more qualitative approaches. Fortunately, online survey platforms such as Cvent allow us the ability...read more

Seldom is there a customer experience that doesn’t have an underlying emotional dimension. Harnessing this fact is an issue that Big Data has yet to fully resolve. However, for decades those in the consumer behavior camp have understood this. The emotional component to a decision or experience is...read more

Creating reports from your online survey platform can be both a blessing and a curse. There are numerous pre-designed report options available which can easily shave hours of time off a project. Reports follow several themes including: Answer Summaries and Details – individual frequency counts for...read more

There is a new C-level position taking shape. According to work published in the Harvard Business Review blog the next generation of C-level executive is likely to be the Chief Customer Officer (CCO). This is a good thing for those of us in marketing research and consumer insight positions as it...read more

Measuring customer loyalty and satisfaction is a primary task for both consumer and B2B market research professionals. Today’s question is a matter of time as in a snapshot (one period in time) or a trend (measurements over a period of time.) Should satisfaction, awareness or other measures be...read more

Are questions with dichotomous answers the best use of our online survey design? Answering this question is not as simple as saying Yes or No. Dichotomous questions (those with two response options) may be simple to answer, however they leave one key component behind. Variance allows us to dive more...read more

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