Know Your Rows and Columns: How to do a Cross Tabulation Analysis

Data can be analyzed in numerous ways. There are a few go to methods that every researcher needs to be proficient with. The tool of choice for diving into survey data is the crosstabulation. There are fancier multivariate techniques, and those have their place, but for everyday use the crosstab is...read more

Say, Just What is a Likert Scale Anyway?

If you have been around survey research for any length of time you have come across the ubiquitous Likert scale. But, do you ever wonder what the Likert scale really is? This question format and its strongly agree to strongly disagree framework is a staple for in the pantry of questions we use on...read more

Keep it Short and Simple: A Guide to Respondent Engagement

My interest as of late as turned to surveys that support employee loyalty, however, today’s topic applies just as well to consumer or B2B market research. As a research professional I find it useful to keep my feet on the ground and participate in surveys where feasible. This keeps me grounded in...read more

Sliding Down the Funnel

Following up on a previous post regarding measuring awareness and familiarity there are other questions that need to be addressed if we are to create a funnel. Why a funnel you ask? Funnels are commonly employed in brand tracking studies. This form of research requires a structured questionnaire...read more

Awareness Questions in Surveys

Hey there…have you heard of me? In consumer and B2B market research circles we are often asked to assess market awareness and/or familiarity with brands, products and spokespeople or causes. These two related, but separate constructs, represent the first steps on the pathway from prospect to...read more

How Does My Sample Compare to Reality: Ensuring Representative Samples

When it comes to sample selection we want to ensure that our respondents are representative of or look like the population of interest. How do we make sure this is the case? A keystone method in market research is to use Census data as a point of comparison. This is especially true in consumer...read more

How to Avoid Survey Fatigue

Ever get tired of eating leftovers for three days in a row? Well, just like leftover fatigue, your customers can also get survey fatigue. With so many companies sending out surveys looking for feedback on a product that was just purchased or a service that was just completed, companies need to find...read more

The Final Question: Likelihood to Recommend

The third and final iteration of the customer funnel story involves a topic we should be both aware of and familiar with. That is how likely is the respondent to recommend us to family, friends and colleagues? If you thought this sounded a bit like net promoter score then you are correct. There are...read more

You're Not Lucky with Data Alone: Acting on Your Survey Data

You’ve set up a survey program. Good. You’ve sent out your survey. Great. You’ve received an overwhelming amount of responses. Even better. But just because your responses are overflowing doesn’t mean you’re lucky and can just start thinking about your next survey. Now you need to put your data into...read more

Why You Need a Feedback Program: A Lesson from #TheDress

On a night, seemingly just like any other, the internet spun into a frenzy of discord. The culprit was a photograph of a dress, and not just any dress—#TheDress. Some people looked at the photograph and saw white and gold; others saw blue and black. The resulting confusion and disbelief from those...read more
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