We use cookies, including third-party cookies from Google to serve personalized ads through AdSense, to operate this site and understand how it is used. By continuing to browse, you accept this use. See our Privacy Policy and Terms of Use for details, including how to opt out of personalized advertising.
Accept
SmartData CollectiveSmartData Collective
  • Analytics
    AnalyticsShow More
    What Kind of Problem-Solving Distinguishes Data Analysts From Software Engineers -- AI-generated illustration
    What Kind of Problem-Solving Distinguishes Data Analysts From Software Engineers
    7 Min Read
    chatgpt image jul 21, 2026, 04 34 30 pm
    4 Core Benefits of Predictive Maintenance after Vibration Analysis
    10 Min Read
    How Does Data Mining Boost Customer Satisfaction in Logistics? Harnessing Analytics for Results -- AI-generated illustration
    How Does Data Mining Boost Customer Satisfaction in Logistics? Harnessing Analytics for Results
    11 Min Read
    chatgpt image jul 13, 2026, 04 23 45 pm
    How Data Analytics Helps Companies Improve User Engagement
    19 Min Read
    chatgpt image jul 13, 2026, 03 59 46 pm
    How Data Analytics Improves Multi-Location Search Strategies
    10 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: How to Measure Emotions in Branding and Advertising Research
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Business Intelligence > CRM > How to Measure Emotions in Branding and Advertising Research
Business IntelligenceCRMData MiningPredictive Analytics

How to Measure Emotions in Branding and Advertising Research

TomAnderson
TomAnderson
5 Min Read
How to Measure Emotions in Branding and Advertising Research
Illustration generated with Qwen Image.
SHARE

Today I thought I’d continue my discussion (from last month) with one of our psychology experts, Holly Morrell.

TOM: Holly, a lot of our clients are interested in measuring psychological attributes or emotion within their ads etc. How can we measure emotions?

 

HOLLY: Emotions influence consumers’ decisions about which products or services to purchase, a fact that highlights the importance of understanding how consumers respond to your product on an emotional level. So, how do we measure their emotional responses? There are a variety of ways that range from the very simple to the more elaborate. You can simply present a consumer panel with your product or your advertisement and ask them to rate various emotions on a scale from 0 to 10. This type of measurement is quick and informative, and has been used successfully in psychological studies for decades. For example:

More Read

Volatility vs. Leverage
Volatility vs. Leverage
dataFUD: Manage your information resources
Forecasting the Stock Market: Lessons Learned
Analytics, Schmanalytics! How to Evaluate an Analyst
Rethinking Big Data’s Usability

Please rate your level of on a scale from 0 (not at all) to 10 (the most you have ever been).

You could get a bit more elaborate and use any of a wide variety of commonly used and validated questionnaires, such as the Profile of Mood States (POMS). The POMS contains sixty-five adjectives that describe a series of mood states. Respondents rate the degree to which they have experienced each mood state on a 5-point scale ranging from 0 (not at all) to 4 (extremely). The POMS has seven subscales, including Tension-Anxiety, Depression-Dejection, Anger-Hostility, Vigor-Activity, Fatigue-Inertia, and Confusion-Bewilderment (Boyle, 1987; McNair et al., 1971). This is a pretty long questionnaire, but there are shorter ones out there if you do not want to burden your panelists too much. The advantage of these types of questionnaires is that they give you more comprehensive information about your consumers’ emotional states than single-item measures.

A particularly useful way to tap into consumers’ emotional response to your product and marketing strategy is to hold a standard focus group, and then ask participants open-ended questions about their gut reactions. In this case, group members will write about their response to your product or advertisement in paragraph style. Then, their responses can be subjected to a more sophisticated and complex form of evaluation: text analysis. The great thing about text analysis is that you can identify, quantify, and describe participants’ use of emotion words, and then interpret these responses in the context of psychological theories of emotion. Of course, it takes a trained psychologist to do this, but the benefits of knowing how consumers are likely to be affected by your product or advertisement, and of then being able to tailor your marketing strategy accordingly, are invaluable.

These examples give a brief introduction to just a few of the many ways in which emotions can measured in the marketing arena. There are a multitude of additional options, which can be selected to meet one’s specific needs. For example, you may be working under serious time, financial, or space constraints; or you may only want to target one specific emotion. At the end of the day, you can say how strongly your panelists experience various emotional states of interest, in comparison to each other, which will ultimately help you to determine how large segments of the general public are likely to respond to your product or advertising strategy.

TOM: Thanks Holly, I agree, I think utilizing text analytics to measure emotion is much more interesting and better than asking a battery of psychographic questions.

Link to original postTom H. C. Anderson – Anderson Analytics

Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

Technical architecture diagram and decision framework for ai-powered logo generation: design.com vs looka
AI-Powered Logo Generation: Design.com vs Looka
Artificial Intelligence Exclusive
Retailers Should Stop Treating Every Stockout as Equal -- AI-generated illustration
Retailers Should Stop Treating Every Stockout as Equal
Business Intelligence Exclusive
Best Vibe Coding Cleanup Specialists in the USA: Fix or Rebuild? -- AI-generated illustration
Best Vibe Coding Cleanup Specialists in the USA: Fix or Rebuild?
Development Exclusive
Using Warehouse, Transportation and Order Data to Plan Distribution-Center Capacity -- AI-generated illustration
Using Warehouse, Transportation and Order Data to Plan Distribution-Center Capacity
Big Data Exclusive

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

Using Cell Phone Data for Social Good
AnalyticsData Mining

Using Cell Phone Data for Social Good

3 Min Read
The Strategy of Big Data
AnalyticsBig DataBusiness IntelligenceIT

The Strategy of Big Data

5 Min Read
Fraud Prediction - Decision Trees & Support Vector Machines
CRMData MiningPredictive Analytics

Fraud Prediction – Decision Trees & Support Vector Machines

5 Min Read
Docker Tools Accelerate Advances in AI Technology in 2021
Artificial Intelligence

Docker Tools Accelerate Advances in AI Technology in 2021

5 Min Read

SmartData Collective is one of the largest & trusted community covering technical content about Big Data, BI, Cloud, Analytics, Artificial Intelligence, IoT & more.

AI chatbots
AI Chatbots Can Help Retailers Convert Live Broadcast Viewers into Sales!
Chatbots
ai chatbot
How AI Website Chatbots Improve Customer Support and Lead Generation
Chatbots Exclusive

Quick Link

  • About
  • Contact
  • Privacy
Follow US
© 2008-26 SmartData Collective. All Rights Reserved.
Welcome Back!

Sign in to your account

Username or Email Address
Password

Lost your password?