Do We Agree?

Ok so just what is a Likert scale anyway? If you have been in market research, or any form of survey research, for any length of time you have no doubt come across the ubiquitous Likert scale and its strongly agree to strongly disagree framework. In the years I have been involved in constructing...read more

Customer Satisfaction + Importance

Customer satisfaction measurement can be best described as part art, part science, and part intuition. Regardless of how you view it there are several moving parts to this equation. Satisfaction, as a measure itself, is part of a larger equation centered on profitability. When designing a...read more

Make a Survey That Stands Out From the Crowd

According to a recent Business Insider article, “American adults are invited to take surveys 7 billion times each year, with 24% of respondents indicating they were asked to take part in more surveys this year than in previous years.”Customer surveys are an excellent tool to gauge satisfaction and...read more

The Almighty 'Other'

The almighty ‘Other’ category can be incredibly useful in creating meaningful input for survey data analysis. As a B2B marketing researcher, who has spent considerable time in the consumer market research arena as well, I can say that no matter how well my category lists are constructed there are...read more

Features and Benefits

Within the realms of consumer and B2B marketing, there is a space where features dance with benefits and customer needs are met or exceeded. It is easy to see a product’s features, e.g. size, shape, colors, accessories, etc., however it can be a bit more complicated to assess the features built into...read more

Factor This!

I have spoken recently about the ills of multi-collinearity, also known as having variables that are highly correlated with each other. This happens quite often with survey data, especially data generated through consumer or B2B marketing research. The primary concern surrounding multi-collinearity...read more

Many roads to satisfied customers

When it comes to measuring customer satisfaction there are many camps. The one thing most market researchers will agree on is that customer satisfaction (CSat as it is also known) is a multi-dimensional construct. What this means in English is that a customer’s satisfaction with your brand, company,...read more

Has CSat Got You Down?

As I have reported recently there are trends afoot in customer satisfaction (CSat), loyalty and retention that will make marketers jobs more challenging in the years to come. Yet should we throw in the towel and give up measuring customer satisfaction and its impacts upon loyalty, retention and...read more

Employee and Customer Satisfaction Correlation

Is customer satisfaction strictly a function of the product or service the consumer purchased? The short answer is no. Is it solely dependent upon the context of the purchase situation? Again, no. From the depth of customer satisfaction research we can glean that customer satisfaction is a...read more

Survey Sampling: Combating Non-Response Errors by Comparing Respondents to Invitees

By their vary nature, surveys are subject to certain types of error. Only Census’ reach the total population, and even then they can be subject to errors associated with question construction. With the ability to link survey data to your CRM, one can assess the potential for non-response error....read more
The Rise of the Smart Phone: Are you Leverging Mobile? 10 Tips for Mobile-Friendly Survey Creation