Scales Based on Multiple Response Questions

Not all scales in market research need be of the Likert, Semantic Differential, or Constant Sum variety. They don’t have to involve Bayesian theory like the extensions of Maximum Difference Scaling do. In fact, sometimes the simplest approach truly is the best. The multiple response format is a...read more

The Final Four: Ways to Collect Data in Survey Research

When we strip away the glamor, the surveys we create and administer are nothing more than data collection platforms. Novice researchers may focus on basic question types, but as we expand our skills the more astute researcher realizes there are many ways to capture data through the questions asked....read 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 do...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

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

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 Keys to the Good Life - How to Survey Lifestyle Elements

There is more to life than work! Marketers in the entertainment, culinary and travel industries do their job with vigilance to remind us what the good life really is all about. Surveys are ideal for measuring the importance of lifestyle elements to our customers and prospects. In order to do this...read more

Measuring Frequency of Usage

Usage frequency is a critical variable to marketers. Frequent users of our products and services tend to look and feel different than lower frequency users. Understanding these differences can help guide strategy that maximizes revenue and profitability. The question at hand then becomes how do we...read more

Low to High or High to Low - Scale Design

Scales in market research share a similar purpose with those devices found in bathrooms, gyms and doctors offices. They are both designed to measure. In one case it may be our physical weight, while in the other it may be the importance of an attribute or attitude. In the context of B2B and consumer...read more

Scale Design Q&A

Where to begin is a question frequently heard in market research. Yet, when it comes to survey design this question cannot be asked often enough. A particular example that has significant ramifications on satisfaction scores is where to start the scale? There is a significant body of research around...read more
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