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

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

Tracking Trends with Annual Studies

It is that time of year where the major annual project for my employer is about to be released to the masses. This annual study focuses on skills, training, and certification in the IT space, although this year questions were included for non-technical professionals. It is decidely a B2B marketing...read more

Training Through the Eyes of the 7 Habits (Part 2)

Two weeks ago we began to explore how the 7 Habits of Highly Effective People can apply to the big, wide-world of training.  Today we continue the journey, starting with habit four.(Curious about what habits one–three look like through the eyes of training? Check it out!)HABIT #4—Think Win/Win...read more

4 Tips for Creating Customer Satisfaction Surveys

I recently came across a post that was too good not to share. The Service Witch, aka Kimberly Nasief, posted an excellent post on the good, bad and the ugly of customer satisfaction surveys. Let’s face it; everyone uses some form of CSat survey in their process. Are they all timely, well-designed...read more

From Data to Decisions: Identify Insights Faster through Text Analysis

Almost three years ago, I wrote an article on how to analyze open-ended questions faster with a quick excel trick. It is still a very popular post, and I answer a lot of questions every month (particularly on Step 2!) about how to do it affectively. The main reason it's so popular is because...read more

Gaining a Competitive Edge

Marketers are often faced with the task of limited budgets and staff resources. With these constraints in mind it makes the most sense to focus on those areas of product and service delivery that customers find to be most important. Post-event surveys are an ideal tool for developing a priority list...read more
The Rise of the Smart Phone: Are you Leverging Mobile? 10 Tips for Mobile-Friendly Survey Creation