Using Binary Scales to Shorten a Survey

In consumer or B2B marketing research, as in life in general, there is typically more than one way to ask a question. Some of these methods are easier on the part of the survey respondent, while others although a bit more complicated yield richer results for our survey data analysis. When we are...read more

Survey Crime: Unlawful Use of Bias

Most surveyors are constantly looking for ways to reduce survey bias that naturally sneaks into their questionnaires. One way to help reduce bias is to randomize survey question answer choices. Failure to randomize answer choices can result in order bias because there is a natural tendency to select...read more

The Open-Ended Possibilities of Survey Text Analysis

Surveys are powerful research tools for collecting feedback. When crafted correctly, they illuminate valuable firsthand insights that would not have otherwise been discovered. Whether your organization uses surveys to measure customer satisfaction, gauge employee engagement or conduct training and...read more

Big data possibilities - bridging surveys with CRM data

If I knew then what I know now, I would have _______ when getting started with Cvent”? The answer to this one is fairly simple. I would have spent more time getting to know the ins and outs of using the reference ID (RefID) field. It certainly isn’t a sexy aspect of the platform (as compared to...read more

Many versus The One

Should you be looking at multiple channels for your research efforts? Single deployment channels such as online, paper, phone or mobile may no longer get you the quantity and quality of responses you need. A working definition of multi-channel research involves using two or more deployment...read more

Webinar Q&A: Crimes in Survey Design

Last Thursday, I hosted the Crimes in Survey Design webinar. We had many great questions come in that we unfortunately did not have time to get to, but have answered below! If you missed the webinar or would like to watch it again, the recording is available here. What is the ideal rating scale: 5...read more

Using Weights to Give our Data a Workout

Previously, I spoke to the use of quotas to ensure a representative sample. Quotas are an ‘upfront’ approach as they specify the percentage of respondents from key sub-groups that will be allowed into the survey. For example: Quota 1 – Gender – 30% men and 70% women Quota 2 – Age – 40% under 25 and...read more

Matching Distributions with Quotas

Since very few of us have the option to conduct a census of our customers, prospects or panelists we need to rely on the sampling process. For most consumer and B2B market research studies, one of our goals is to provide data that mirrors the population(s) of interest along the lines of these...read more

Keeping Profile Questionnaires Current

January is a perfect time to review ongoing surveys that you plan to use in the coming year. If you are planning to develop a survey panel, or have one in existence, then it is time to review your profile questionnaire (PQ). This is the first survey panelists will encounter, and the results it...read more

Tying Up Loose Ends in Customer Data

Sometimes it is difficult to tie the loose ends together, but as market researchers this is what we do for our colleagues in marketing, sales and customer service. A recent new vehicle purchase has made this abundantly clear to me. Major purchase transactions, as far as milestone events go, generate...read more
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