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Happy or sad? Visualizing data on market research sentiment during the global crisis

In a recent presentation for the Research Association New Zealand, we showed how the Harmoni platform can help researchers understand and visualize data using results from a recent survey by #NewMR

Back to Resources / Happy or sad? Visualizing data on market research sentiment during the global crisis

How are market researchers feeling? In a recent presentation for the Research Association New Zealand, we showed how the Harmoni platform can help researchers understand and visualize data using results from a recent survey by #NewMR. The premise of the survey was to help the #NewMR organization understand how the market research community was feeling and what researchers need most during the crisis. They tapped into market research professionals from 70 countries to gauge need and sentiment.

For our webinar presentation, Infotools Director Geoff Lowe imported the data from the survey outreach into Harmoni via SPSS file. Harmoni supports a wide range of data sources, including IBM SPSS®, SQL, Microsoft Excel, CSV, tab-delimited files, Dimensions, and more. The platform is also integrated with popular market research platforms, such as VoxcoFocusVision Decipher, and Qualtrics

For this project, Geoff took webinar attendees through a discussion of the NewMR survey’s first wave results, showing how the insights community in different regions are reacting to the global situation. First, he took a simple question: are we happy or sad? A simple table showed several countries and their overall sentiment. At the time the survey was conducted, in late March, New Zealand was one of the happiest, while those in the United Kingdom were saddest. 

RANZ COVID 19 happiness score2

Why? First, he examined the relationship between where people were currently working and how their attitudes about their work situation were tracking. Not surprisingly, those who were not working at all during the pandemic were the saddest. There were some subtleties among those who were most happy. Those who were still working in their offices seemed to be the happiest, while those working from home – who normally do so – were significantly happier. If you are used to working from home, then this new reality is not such a bad situation.  Filtering by country showed that there were correlations in the WFH data and levels of happiness overall. 

Another variable affecting attitudes was how long people expected the crisis to last. When using Harmoni to track this data, a clear pattern emerged. There was a strong inverse relationship between the number of months people believed the disruption would last and the current level of happiness. No big surprises here: the sooner you think it will end, the happier you are. By simply dragging and dropping different data points into Harmoni, Geoff was able to quickly show the patterns and relationships among the data. 

Another key goal of the NewMR research was to find out what market researchers needed most from associations and industry support organizations. The question was “What would you use most if it was available for free?” We looked at this data with a “space graph” or correspondence map. 

RANZ COVID 19 space graph 2

Many people are looking for presentations, webinars and learning opportunities during these times. The space graph showed us a particularly strong relationship between New Zealand and these opportunities – many Kiwis would take advantage of free presentations and webinars. When we look at the data as a word cloud, we can easily click on the word “webinars” and get a list of specific open-end comments by people on this topic to dive in.  

RANZ COVID 19 word cloud2

The NewMR survey data helps give a picture of how the market research community as a whole is holding up during the COVID-19 pandemic. Harmoni allows us to quickly toggle among data points to graphically visualize important points of differentiation and understand the story the data is telling us. 

We look forward to the next wave of the NewMR study, which is in field now. You can take the survey here: https://www.questionpro.com/a/TakeSurvey?tt=W49OMOVep2c%3D It closes on 08 May.

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