Merging market research data streams

As a trend watcher in the IT space, I have noticed a consistent drumbeat over the last few years. CIOs and their interest in analytics and business intelligence have been consistent if not increasing. This makes perfect sense as companies realize they need to leverage both internal and external data sources to better compete in […]

Latest Articles

Hey there…have you heard of me?

In consumer and B2B market research circles we are often asked to assess market awareness and/or familiarity with brands, products and spokespeople or causes. These two related, but separate constructs, represent the first steps on the pathway from prospect to customer. Awareness should be measured in two ways – unaided and aided. Unaided awareness is […]

Census Regions – What it means for Hispanic Sample

Census Regions

Census regions are probably the last thing you think about when procuring Hispanic sample. Language, acculturation, and country of origin are likely at the top of your list. However, census regions are linked to all of the above. The Hispanic population distribution in the U.S. is considerably different than the rest of the population. For […]

Sampling and Other Considerations for Mobile Research

In a prior post I highlighted an interesting statistic – for any given project market researchers can now expect up to 40% response on smartphones. This percentage will continue to increase. The question then becomes one of what do we know about mobile responders and can this be applied to our sampling plans? First and […]

Three keys for designing effective mobile surveys

mobile surveys

At the recent MRA Corporate Researchers Conference the training organization Research Rockstar presented a course on designing device agnostic surveys. The trend is clear that more and more surveys are being taken on smartphones and tablets. Desktop computers still account for the majority of responses, but for any given project market researchers can now expect […]

Top 2 Box Score – Avoid the Pitfall

Recently when giving my desk a much needed cleaning I came across an article by Jerry Thomas with the firm Decision Analyst. His whitepaper focused on the use of the top two box score as a measure for conveying scores to survey scales. The top box score is the sum of percentages for the top […]

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“How To” Posts

bulb and team of paper man showing concept of teamwork

3 Phases of Collaboration Throughout the Innovation Lifecycle

When companies or individuals consider crowdsourcing as a component of ongoing innovation for their organization, they often think that their network is only involved in the initial phase: ideation or idea gathering. This phase of crowdsourcing is often referred to as open innovation. And although numerous innovation software solutions provide this base level of functionality, […]

Crosstab with cell comparisons

The Advantages of Cell vs. Column Comparisons in Crosstabs

Consider the following table, which shows the relationship between preference for different brands of cola and age: Which cells on this table are worth examining more closely? The first answer to this question is that we should look at any cells that relate to existing hypotheses. However, more often than not, we have no hypotheses. […]

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How to Control Your Customer Satisfaction Scores

We tend to measure customer satisfaction after the customer experience has already happened.  But that isn’t when the opinion about the experience is really created. Customer experiences are actually created long before your customer ever reaches your doorstep.  They often start with impressions and perceptions created when your potential customer interacts with friends and colleagues […]

Alphabet - Antique Block Letters, Isolated on White. Letter Y.

Data Visualization Lesson 1: Examine the Y-Axis

Editor’s Note: Today I am pleased to introduce you to a new regular contributor to Research Access, Dr. Dana Griffin.  Dr. Griffin will be starting off by doing a series of lessons on data visualization, beginning with today’s entry.  It is incredibly easy to draw erroneous conclusions from data that is presented visually. Nowhere has this […]

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All Hail the Humble Median

At the 2013 Inbound Marketing conference, Nate Silver said, “The average is still the most useful mathematical tool ever invented.” I agree that it is powerful, but I would argue that in fact it is the median that is the most useful mathematical tool ever invented. This lesson was brought home to me as I […]

Calculator

A Primer on the 4 Data Types You Can Collect in Your Market Research

Making a business research questionnaire is no big deal, but making one that successfully derives the information that is actually required by the business to improve its practices is something not every person can do. One of the things that help make an online survey more effective is the understanding of the different types of […]

usability testing on laptop - © Ant Clausen - Fotolia

Standardizing UX Feedback with the System Usability Scale

Usability testing fills a critical need in understanding users’ responses to your website’s UX, but the inherent subjectiveness of the video/audio feedback format means that it can be difficult to distill meaning from a large number of responses. Your testers are writing you a novel with their words – the plot is no secret, but […]

Customer Journey Mapping and How to Keep Customers on the Purchase Path

How the Customer’s Path to Purchase Has Become More of a Winding Road For years now, the customer journey has been discussed via the model of a funnel, through which customers would travel through various stages (awareness, consideration, evaluation, and purchase, generally). Using a funnel model meant that marketers accepted that customers traveled in a […]

How to Give a Presentation with Data

7 Tips for How to Give a Presentation with Data

Here are some suggestions for you to consider when you’re preparing to give a presentation that includes data. It doesn’t matter if you’re presenting to your company’s management, to clients, to industry colleagues at a conference – ultimately most people process data in a similar way. Subordinate the data to the story. When you’re describing […]

Marketing Concepts That Win book cover

A Gentle Introduction to Concept Development

The following is an excerpt from Marketing Concepts That Win! Save Time, Money and Work by Crafting Concepts Right the First Time by Martha Guidry. Published under license from the author. Behind every successful product or service lies a powerful concept. It is really that simple. Product and service offerings that win in the marketplace […]

rubric

Data Visualization Lesson 3: Abela’s Rubric

Kudos to cartographers, glory to graphic illustrators, and applause to artists of the digital kind:  I give thanks and praise that I don’t have to draw original data graphics by hand.  (I might be the only person in America who can manage to draw a crooked bar graph using both a ruler and a level). […]