MaxDiff is a powerful method and it is increasingly popular among market researchers. But it is not always the best choice for measuring the importance of attributes, and here’s why. Suppose you want to measure the importance of 12 attributes for a new product or service. If you know ahead of time that consumers are…
In response to last week’s newsletter, Is Your Research Good Enough for The New York Times?, which discussed hurdles of getting online survey research reported by some news organizations, a customer reminded us that online surveys can be difficult to sell internally as well. Too many people have been burned by junk data from online…
Two researchers at the U.S. Census Bureau recently outlined an emerging innovation in survey research that could reverse the trend towards passive, boring, self-administered surveys that characterizes much online research. The idea is to use internet avatars in real-time interviewing with survey respondents. Beyond just the heightened interest of having an animated survey, the avatars…
MaxDiff is a survey method used to measure the importance of product features. Subsets of features are presented, and respondents are asked to select which feature is most important and which feature is least important. Its advantage over other techniques is that by forcing a choice from among multiple features, it more strongly differentiates the…
Turning data into stories involves not just words, but pictures as well. In the world of quantitative market research, that usually means charts, graphs, and tables. Moreover, just like poorly written sentences that often complicate rather than clarify data, charts and graphs in market research too often suffer from “chartjunk,” as Edward Tufte calls it. …
An issue we continually struggle with at Versta Research is how to automate the research process and leverage new technologies without losing the essence of what good research does. Good research does not report data, build charts, or generate dashboards. It learns, answers new questions, interprets data, and helps users focus on information and findings…
Versta Research just hit a magic number: 100. That’s the number of articles we have written to help our clients and their colleagues keep abreast of important trends in market research. If your market research supplier is not providing ongoing thought leadership in design, methods, and analytics, then what are the chances they are bringing…
Executives who lead entrepreneurial firms have dramatically different attitudes about market research from their counterparts at larger established firms, according to a recent study from Saras Sarasvathy, an associate professor of business administration at the University of Virginia. The study suggests that entrepreneurs are more focused on immediate and practical questions that will help them…
A good chart is the best way to understand the law of diminishing returns when it comes to sample size. So for our June 2011 newsletter we built an interactive graph for choosing sample size. It’s cool, educational, and useful. Moreover, it will show you just how mind boggling the numbers behind sampling can be. …
We have always been big fans of the Net Promoter Score (NPS) metric because it has convinced many firms to begin using customer satisfaction measurement scales that work better and that are tied to what people do rather than what people think. Eleven point scales (with points zero to ten) allow for optimal variation. They…