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

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

In a previous post I discussed the basics for conducting online advertising testing. With the advent of online survey platforms the ability to test various advertising messages and formats is easier than ever. Gone are the days of renting large rooms and embedding ads in mock programs. The current...read more

As someone involved in B2B market research I am intimately aware of the fact that survey response is a function of the questions we ask and the overall length of the survey. Other factors affecting response, both response percentage and the quality of the data, include the engagement level of the...read more

The goal of any survey project is to generate completed responses that can be passed through for survey data analysis. However, life often gets in the way and respondents may not be able to complete your survey between meetings of before putting the kids to bed. This can lead to incomplete...read more

The number of true monopolies in the global economy is not that large. What this means to the rest of us is that we have to compete to sell our products and services. Competition can come from both global competitors and those homegrown in your back yard.To grow in a soft economy companies must be...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

As consumer insight professionals we are often tasked with assessing how our consumers and prospects make a choice when selecting a product or service. This is not an easy task regardless of whether your focus is consumer or B2B market research, but there are several ways to reach the end. A recent...read more

Those in the behavioral economics field hold onto the mantra of trust in what people do, not what they say. Can consumer insights professionals gain from this, and if so how can it be applied? The short answer is yes, those of us in the consumer and B2B market research space can benefit from...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