At its core, data visualization is about using visual techniques as shortcuts to understanding patterns in data. You don’t need fancy tools or “data viz” subscriptions to do it. Tools available in common programs like Excel provide an excellent means for visualizing data. This can save you time and it can point you in the…
Doing “statistics” strikes fear in the hearts of many, so how about if we talk about “algorithms” instead? It’s a safer word because most people in the worlds of business and market research never have to take (or fail) a course in algorithms. Algorithms are central to the work that we do in business and market…
One of our heroes at Versta Research is David Blackwell, a prominent statistician and mathematician who died at the age of 91 very soon after we opened our doors for business (sixteen years ago!) For many he is well known because he was the first African American to be elected to the National Academy of…
Telling a story with data is one part finding the right words, and one part finding a compelling visual way to present numbers. Good visualization of data conveys the “big picture” at a glance. At the same time, it includes details so that the audience understands and sees both the whole and the parts. Effective…
Whenever we’re involved in global research work, issues of cross-cultural communication are top-of-mind. Whether we rely on translations, or whether we speak the same language as our clients and respondents, it is important for researchers to understand differences in how people think and respond to research questions because data is always context sensitive. For example,…
We saw an ad today for a downloadable survey app that was pitched as a tool for actionable insights. Wow! Download, install, run . . . click again, and there they are, sitting on your desktop or smart phone: actionable insights. Is this possible? No. It unfortunately confuses the tools of market research and public…
At a moment when our industry is scandalized by a panel provider having been indicted for selling fraudulent survey respondents, in comes another provider that is doing nearly the same thing with absolutely full disclosure. The catch? They are using AI to do it, and dressing it up with phrases like “contextually relevant” and “statistically…
A colleague in market research once complained to me that he felt bored and unchallenged by all the client satisfaction and loyalty research he was doing, claiming he had mastered it to the point that he could do satisfaction and loyalty research in his sleep. I was struck because I could not think of any…
Omnibus surveys evolved as a way to share costs by combining survey questions from multiple clients. Because the biggest cost in conducting a survey is getting it set up and then finding a statistically representative sample of respondents to answer the questions, for some surveys it makes sense to pool resources and conduct a larger,…
Good research happens by design. That is one of the reasons we enjoy writing research proposals. Writing proposals is an exercise in research design, which is the place and time where you must think in strategic and smart ways about what you are going to do and how you are going to do it. You…