Concept Testing: Which Path to Choose

Testing 1,2,3 Online survey platforms have enabled both B2B and consumer market researchers the ability to conduct concept tests with a greater degree of ease than found in previous generations. Gone are the days of filling auditoriums to test commercials embedded between pilot TV shows. This more

Reaching the Constant Sum

Increasingly, the constant sum question format is becoming one of my go to question styles. It allows the respondent to divide their “sum” across a fixed number of categories creating metric data. To clarify the “sum” portion of constant sum does not have to be 100 (as in 100 percent). It could more

What is in a Dichotomy?

By definition a dichotomy has two parts. In the framework of survey design, dichotomous questions have two possible answer choices. The most common being the Yes/No dichotomy. Other options include: True/False Male/Female (although it is becoming increasingly common to see transgender) Up to 45/ more

Merging the Streams of Market Research and Business Analytics

As a trend watcher in the IT space I have noticed a consistent drumbeat over the last few years. CIOs and their interest in analytics and business intelligence has been consistent if not increasing. This makes perfect sense as companies realize they need to leverage both internal and external more

Creating Categories from Open-end Responses

It is an alchemist’s blend of art and science when it comes to qualitative marketing research. The analysis of open-ended questions found on most surveys is indeed a qualitative endeavor. At its core this is an iterative process, even with the use of text analytics tools such as OdinText. Where more

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 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 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 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 more

How to Make Your Survey Data Easier to Understand and Act On

Data is really having a moment right now. Not only has “big data” become a regular buzzword in business circles, data scientists are in high demand, and companies are becoming more reliant on analytics to make decisions. We're expected to know our consumer, employee, and attendee preferences more
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