Is your data quality suffering?

How long is too long? This is a question being asked more frequently in market research circles. It is certainly a topic I have devoted much time to, for the simple reason that lengthy and complex surveys make it more difficult for all researchers to collect valid and reliable data. I delve deeper...read more

Avoiding the Yes Men

As market researchers, and survey researchers in general, it is our job to ensure the instruments we create are as free of potential bias as possible. This is accomplished through diligence in survey and sample design. Yet, as hard as we try it is often difficult to avoid all forms of potential...read more

Getting to Know You

I heard a recent episode on NPR that referred to the importance of social media for promoting “mom and pop” businesses. It has been a long held belief of mine that smaller organizations, even solo practitioners, can benefit from the analytics practices that larger organizations. After all data is...read more

A Recap of CX Week

  Bike to Work Day. Teacher Appreciation Week. American Heart Month. Lately, there is an observance for nearly every major cause and CX Week (May 11-15) is no exception. Every year in May, customer experience professionals from around the world unite to celebrate their love for customer experience –...read more

Advancing the State of Survey Logic

Every survey has some form of logic inherent to it. I posit the following definition: Surveys are an ordered, logical set of questions presented to respondents, who meet basic criteria, for the purpose of informing a broader set of decisions. As survey authors we establish the logic used in our...read 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 be...read 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/Over...read more

Getting the Clickthrough: The Art of the Invite – Part 1

Let’s face it, qualified respondents who have nothing better to do than to complete our survey accurately, truthfully and in a timely fashion are a rare breed. In today’s crowded email inbox our survey invitations are competing for attention – of course that assumes they didn’t receive a one-way...read more

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
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