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

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

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

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

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

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 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

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 choice is yours as the survey creator. How we phrase a question impacts our ability to gather feedback and conduct survey data analysis. I was reminded of this recently when looking at a question regarding annual spend per employee on training. There are two basic options we as survey authors...read more

Goal setting and strategies for achieving them is an industry unto itself. Marketers, in general, and marketing researchers specifically, need to embrace goal setting before launching into any campaign. Prior to launching a survey project we need to gain clarity about the types of questions the data...read more