Posts Tagged ‘data’
Thursday, June 16th, 2011
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 get their products into the hands of customers, and that traditional market research may not be the best way to get the right data and answers. That makes sense.
But according to an article in the February issue of Inc. magazine, “when asked what kind of market research they would conduct for [a] hypothetical start-up, most of Sarasvathy’s subjects responded with variations on the following: (more…)
Tags: data, insight, Market Research, product innovation, research, satisfaction research, segmentation, tracking studies, value
Posted in Future Trends, Market Research, Methods & Tools, New Products and Innovation | No Comments »
Thursday, May 12th, 2011
We are often surprised by the number of senior researchers in the market research industry who never touch raw data. Often they don’t even have the tools, since “data processing” is outsourced to lower levels or other countries. It is surprising because we almost always engage in work where getting into the data and puzzling over anomalies or hypotheses yields much deeper insight.
Here is an example of how critical it can be to look closely at your data, and in this case, very early in the data collection process. We launched an online survey last week and got reports back from our sample supplier that incidence was just one-third of what we expected, which would have serious feasibility and cost implications.
But once we looked at their report portal, we saw that for every qualified respondent completing the survey, two qualified respondents quit before finishing. That’s an unusually high ratio of “suspends” as we call them. So what was the problem? Were we just getting lousy respondents who did not want to seriously participate in a survey? Was the survey was too difficult, tedious, boring, or confusing? One source of answers (rarely examined) is to look at the data question by question to identify where in the survey people are quitting.
The story in this data: Something is wrong with your survey
(more…)
Tags: data, Data Collection, data quality, insight, research, stories, survey, survey respondents
Posted in Charts and Data Visualization, Data Analysis & Analytics, Data Collection, Methods & Tools, Survey Design | No Comments »
Thursday, April 7th, 2011
I’ve always been intrigued by the promises of data mining because it offers such a magical solution to much of what we do in market research. If only we had a tool or technology that would discover hidden patterns and insights in our data. We would not have to think so hard, or work so hard, or hire really smart people to help our clients design research, analyze data, and present findings to their executive teams.
Finding Gold in Your Data Mine
The truth, however, is that while technology and tools can multiply our capabilities and help us work better and faster, they cannot discover meaningful patterns or find hidden insights. Only smart people can do that. The reason is that market research data only become meaningful within a context of questions that need to be answered, or stories that need to be told. Tools and technology cannot supply that context.
We are working with a client who has been struggling for the last five months to find a story in survey data. They commissioned the survey to generate data for a whitepaper for presentation to business level clients and prospects. They’ve been staring at tables and banner tabs, pie charts and bar charts, correlations and gap analyses. But squeeze the data as they might, the story will not emerge. (more…)
Tags: communication, data, data analysis, data mining, insight, Public Relations, stories
Posted in Uncategorized | No Comments »
Thursday, November 18th, 2010
A pet-peeve of mine is that many (way too many) market research professionals talk about “actionable insights” and I almost never know what they are talking about. I suspect most of them don’t either. The more our clients complain that research reports are sitting on shelves collecting dust, the louder every research firm starts proclaiming that it delivers actionable insights. Some even claim to have tools that, with the click of a button, deliver actionable insights right to your desktop.
Besides the ugliness of taking a verb (to act) and turning it into a noun (action) and then forcing that into an adjective (actionable), “actionable insight” just doesn’t mean much in our industry. Now we have clients with reports full of “actionable insights” collecting dust on their shelves.
In our view, the problem is that few research professionals make an explicit link in the design phase of their research between the data that will be generated, and the specific decisions that need to be made. If that link is not specified, then even if the report is rich, detailed, and full of insight, chances are it will not be used. And if it is not used, it probably was not “actionable” to begin with. (more…)
Tags: data, insight, research, research design, satisfaction research, Survey Design
Posted in Data Analysis & Analytics, Future Trends, Market Research, Survey Design, Turning Data into Stories | No Comments »
Friday, August 13th, 2010
Does data displayed in charts and graphs, rather than tables, lead to better decisions? Not according to the latest research reported in this month’s Journal of Marketing Research.
The authors looked at various types of biases that creep into business managers’ decisions when based on data presented to them. They did this by conducting experiments with business school students and managers who are members of the American Marketing Association. Some were presented with numeric data in tables, while others were presented with data in charts or graphs. All tables, charts, and graphs were clear and well-designed. (more…)
Tags: bias, charts, communication, data, Market Research, statistics, stories, visualizing data
Posted in Charts and Data Visualization, Market Research, Presenting Research, Turning Data into Stories | No Comments »
Friday, July 9th, 2010
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 charts also invite visual comparisons so that the viewer sees (without having to think about) the trends and patterns we are highlighting in a story.
We highly recommend learning about theories of presentation, perception, and data visualization, and we are big fans of Edward Tufte’s approach to visual explanations. At the same time, we recommend learning the basics of using simple tools, like pie charts, bar charts, line graphs, and so on. One good source for developing a mastery of the basics is a book called Graphing Statistics & Data: Creating Better Charts, from which we have learned a few tips about using bar charts: (more…)
Tags: charts, communication, data, statistics, stories, visualizing data
Posted in Charts and Data Visualization, Methods & Tools, Presenting Research, Turning Data into Stories | No Comments »
Friday, January 29th, 2010
Data visualization will likely be one the biggest areas of innovation and development over the next several years. This is a good. A chart that clearly and succinctly displays detailed data in a way that captures the viewer’s attention and helps interpret the data can be incredibly powerful. Edward Tufte, a pioneer in this area, has been making that case for years. Of course a lot of Tufte’s examples have required sophisticated graphics and professional designers, which have put the “ideal” out of reach for most.
As fancy charts and graphics become more accessible to everyday users, we think it is critical to revisit the basics of charts. Many charts, even easy ones, are poorly conceptualized and poorly executed, which is even worse than showing your manager no chart at all. It is critical to understand what kinds of charts best display different types of data and highlight specific kinds of relationships you are trying to show. (more…)
Tags: charts, communication, data, visualizing data
Posted in Charts and Data Visualization, Methods & Tools, Presenting Research, Turning Data into Stories | No Comments »
Thursday, January 7th, 2010
In the previous post we noted that our industry is driven by data and information, which meant huge changes in the nature of our work over the last ten years. Looking ahead, here are what we predict will be the five biggest trends that will shape market research challenges in the decade to come: (more…)
Tags: charts, data, Data Collection, Focus Groups, Market Research, research, survey technology, visualizing data
Posted in Charts and Data Visualization, Data Collection, Focus Groups, Future Trends, Market Research, Methods & Tools | No Comments »
Thursday, December 31st, 2009
As an industry driven by data and information, market research and public opinion polling has seen dramatic changes in the last ten years and will no doubt change quickly and in big ways during the next ten.
Looking back, here are what we consider to be the five biggest changes that shaped current challenges faced by market research and opinion polling: (more…)
Tags: communication, data, Data Collection, data quality, Market Research, mathematics, media, online, Online Surveys, public opinion, Public Polls, Public Relations, research, Sampling, statistics, stories, survey, survey respondents, survey technology
Posted in Data Collection, Future Trends, Market Research, Methods & Tools, Online Surveys, Presenting Research, Public Polls, Public Relations, Sampling, Turning Data into Stories, Uncategorized | No Comments »
Thursday, December 24th, 2009
For some reason I’m always a little surprised that people tell the truth on surveys. I like to think of my “healthy skepticism” as a professional asset, because it forces us to check and double check, corroborate and triangulate. Before we commit to the findings of a research effort, we need to feel 100% sure we’re right and that our findings are based on solid data. (more…)
Tags: data, Data Collection, data quality, insight, Market Research, Online Surveys, research, Sampling, survey respondents, trust
Posted in Data Collection, Market Research, Methods & Tools, Online Surveys, Sampling | No Comments »
