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Case Studies

Identifying An Optimal Set of Flavor Variants to Achieve Incremental Reach | A MaxDiff and TURF Case Study
By E2E Research | May 20, 2021

Research Objective

  • A top food company wanted to identify the optimal set of soup flavors for incremental reach. They needed to prevent confusion from creating too many flavors while also preventing brand disloyalty from creating too few flavors.

 

Scope & Methodology

  • A survey with a wide range of product attributes was designed. The optimum number of items per set, sets per participant, and number of versions was decided.
  • Based on a MaxDiff analysis, the share of preferences for each potential set of flavors was identified.
  • In addition, the TURF analysis identified the maximum reach for each set of flavors.

E2E Research Case Study E2E Research Case Study

 

Value Delivered

  • The client was able to understand how many customers would prefer each set of flavors, as well as how large the market could be for each set of flavors. They were also able to identify the incremental reach associated with each set of soup flavors.

 

 

Check out other food case studies

8 Engaging Question Types to Improve Participants’ Survey Taking Experience
By E2E Research | May 14, 2021

From Minecraft to Fortnite and from Pinterest to TikTok, there are innumerable highly entertaining ways for people to spend their free time with their cell phones, tablets, and computers. No matter the demographics of your audience, people of every age, gender, ethnicity and more have grown to love the swiping and dragging and audio/video capabilities of their favorite online hobbies. Participant engagement matters. A lot.

 

The only way for market, opinion, and social consumer researchers to compete with those experiences is to provide people with meaningful, realistic, and entertaining ways to communicate their product and service needs to companies.

 

Fortunately, the digital research experience of the 21st century has far surpassed the paper-cut and broken pencil tip experiences of the 20th century. We can now present research participants with visually accurate stimuli, static and animated imagery, audio and video prompts, and response options that go far beyond clicking in radio buttons and check boxes. If you can think of it, expert survey scripters can create it.

 

Here are eight question types that will help you build a more engaging questionnaire and inspire new ways to think about the research experience.

 

 

Create more realistic shopping moments.

E2E Engame question animationI’ve yet to wander through a brick-and-mortar store where every product was presented to me as a black and white written description with no imagery. If a study doesn’t require the external validity of an in-store or facility shelf test, consider creating a questionnaire with high quality artwork, photographs, and animations that reflect a more realistic product selection experience.

 

Simulate a retail environment in the digital space where products are shown on a shelf, and then selected and dropped into a shopping basket. Include product details and prices as necessary. Include competitive brands on the shelf and give them compelling details as well.

 

 

 

 

Let the human mind work in a more natural way.

Traditional questionnaires list out the brand names in alphabetical order and often ask people to assign rank order numbers to them. The most desirable product is assigned the number 1 while the least desirable product is assigned the number 5 or 10 or some other larger number.

But that’s not how we really think about products. When we’re in the store, we look at all the packages, we pick up a few packages and put them back, we hold one closer and then the other closer, and we might actually lay them sid

e by side in an order. A more personal experience can be simulated by using drag and drop questions that let people “pick up” product visuals, drop them into an order, and then drag them in a different order.

Similarly, when asked to rate product packages, websites, brochures, or other visual materials, it’s quite common for questionnaires to show an image and then pose a series of  Likert scale questions. However, a Hotspot or Highlighter with drag and drop pinpoints and outlines is more natural and engaging. Think about how people normally critique a package – they hold it, point to areas, and highlight sections with their fingers. Being able to replicate an in-person experience is far more natural and meaningful.

 


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Cater to different communication styles.

Everyone communicates in different ways. Painters and authors and musicians (and those of us who aspire to be one of those!) find it easier to share opinions and ideas in visual or written or auditory ways. Further, some question types are better at capturing basic facts and straightforward opinions while other question types are better at capturing feelings and emotions.

 

We owe it to ourselves and to research participants to give everyone the opportunity to give answers that truly reflect how they feel. Instead of presenting page after page of written questions and answers, consider incorporating some visual, more projective questions that speak to the soul and the imagination. It’s a great way to think about brand or corporate personality and mission statements!

 

 

 

Collect audio and video responses.

And of course, what about people who prefer to share their opinions and ideas verbally or visually? Digital devices make it very easy to share and capture both audio and video materials.

 

Instead of an open-end or “Please specify,” consider asking people to record themselves speaking. Similarly, ask them to take a photo or video of their fridge, pantry, medicine cabinet, desk, backyard, or car. We all know a picture is worth a thousand words. A video could be priceless!

 

 

 

Help participants with the math.

For quantitative researchers running tabulations and statistical analyses day after day, it’s easy to forgot how intimidating math is for many people. Fortunately, our digital devices are ready and willing to help. At the most basic level, researchers can design questions that automatically do the math for participants – no more, “Please make sure your numbers add to 100%.”

 

Now, we can even convert counts and percentages into slider questions so that sums will always equal 5.000, 10, 100%, or $100. Banish the fear of math and make numerical responses far easier and interesting!

 

 

 

Say goodbye to grid questions.


Grids are old news. They’re boring, they’re taxing on the eyes, and they cause people to disengage and lose focus. Fortunately, there are many ways to redesign them. One of my favorite ways to present Likert scale grid questions is to present each item individually with clickable color-coded answer option beneath. As each item is answered, the next item automatically pops up. Easy peasy and fast! It’s great for short, easy to read questions.

 

There are many other alternatives for grid questions. You could drag each item or image onto the scale. You could slide each item or image across its own unique scale. You could drag each item up a ladder with 5, 7, or 9 steps or place each item somewhere on a five-level podium.

 

There are so many options beyond the typical grid that can make the questionnaire experience just a bit more interesting.

 

 

 

Get qualitative information from a quantitative tool.

When people agree to participate in a survey, they know they will be asked to click in circles and boxes, and select items from a list. Unfortunately, they’re often less interested in typing out long explanations of their answers.

 

However, when we convert a boring text box into an engaging storytelling exercise, it’s much more enjoyable to share information. Take a few minutes to figure out the story you want to hear from your customers. Work out a few story prompts and them guide them through a virtual book with pages that actually turn. With a bit of creativity, sharing verbatims can be enjoyable.

 

 

 

Ask for their final opinion about the questionnaire.

You, the researcher, were in charge of 99% of the survey experience. You told participants what the questions were and you told them what their answers could be. Once you’ve reached the end of the survey, however, it’s time to let participants be in charge. End the questionnaire in a respectful but fun way by incorporating a question that uses a bit of creativity.

 

Ask for any additional comments that weren’t included in the questionnaire or if they’d like to share their opinion of the research experience. And make sure to act on their feedback!

 

 

 

In Sum

A survey incorporating all of these question types could be quite fun but there are a few rules.

  • Don’t go overboard and use engaging question types for every single question. Sometimes, traditional questions really are the best question types. Focus on the sections of the questionnaire that are particularly challenging or disengaging, and sprinkle little bits of fun throughout.
  • Don’t aim to use as many different question types as possible. Choose two or three that really meet your needs. Consistency makes for better data quality and it helps participants feel more comfortable with their task.
  • Rather than starting with a bang, try to end with a bang. If the only place to incorporate an engaging question is at the very beginning of a questionnaire, think about whether you really need that question. You don’t want to question #1 to be amazing and then follow that up with ten minutes of boring traditional questions.
  • Remember that more than a third of participants answer questionnaires on mobile devices. Be aware of the size and space limitations those devices have. Remember that not everyone will be in an environment where they can play sounds and movies. Choose question types that are appropriate for your audience, their locations, and their devices.

 

The widgets you see here are just a few of the more than 100 templated and fully customizable widgets we’ve already built for our clients. With your imagination and your knowledge of your products and your consumers, any of these widgets could be customized to meet your specific needs. Or, if you’ve been inspired and have an idea for a brand new question, let us know! We’d love to create an engaging question just for you. Your imagination is the limit!

 

Download our Questionnaire Engagement Share Sheet to learn how we help research companies throughout the entire survey design, scripting, analysis, and reporting process. Or, feel free to email your project specifications to our research experts using Projects at E2Eresearch dot com.

 

 

Learn more from our case studies

Great reads about questionnaire design

Choosing A Set of Flavors To Minimize Substitutions and Cannibalization | A CPG Cluster Analysis Case Study
By E2E Research | May 11, 2021

Research Objective

  • A top retail food chain wanted to understand consumer product substitutions in order to prevent potential cannibalization in sales.

 

Scope & Methodology

  • A survey was designed to gather consumer perceptions of multiple product flavors.
  • Hierarchical Cluster Analysis/segmentation was conducted using the following process:
    • Identify data requirements and build a survey designed for a cluster analysis
    • Identify product sets with 2, 3, or 4 flavors along with their potential substitutions
    • Map purchase intent for product flavors to understand the impact of substitution

    E2E Research Case Study

     

     

    Value Delivered

    • The results showed that certain sets of flavors were less likely to lead to substitutions and cannibalization. The client was able to choose a set of flavors where consumers would be more likely to use more flavors and remain loyal to the brand.

     

     

    Check out other food case studies

    Automating Distribution of BFSI Performance Metrics | A Dashboard Case Study
    By E2E Research | May 10, 2021

    Research Objective

    • A leading bank in the USA needed real-time reporting to enable pro-active, strategic business decisions for a range of audiences in their credit card portfolio.
    • The original reporting process resulted in more than 200 pages of metrics and charts, a time-consuming and highly detailed, error prone task for analysts.

     

    Scope & Methodology

    • A process that incorporated real-time automation and that used existing software was designed.
    • With a combination of routines and systems, the manual report generation process was converted almost entirely to an automated process.

    E2E Research Case Study

     

    E2E Research Case Study

     

    Value Delivered

    • The client did not need to make incremental investments in tools. More importantly, the time required by analysts to create quarterly reports was reduced by more than 95%.

     

     

    Check out other BFSI case studies

    Tracking Customer Satisfaction Across 8 Countries | A Consumer Food Case Study
    By E2E Research | May 6, 2021

    Research Objective

    • A company needed to evaluate customer satisfaction and purchase drivers for a bread product available globally.

     

    Scope & Methodology

    • A cross-country, online survey was designed to identify purchase drivers and track weekly, monthly, and quarterly changes in satisfaction over time.
    • A minimum of 300 completes were gathered per country, per wave.
    • The survey identified ongoing changes in consumer opinion, consumer satisfaction, and purchase drivers among 8 countries over an extended period of time.
    • In addition, a derived importance analysis was conducted to assess the strength of relationship between overall satisfaction and key driver.
    • The client learned that satisfaction is most highly correlated with discounts/offers (r=0.7), product composition (r=0.5), and availability (r=0.5). They also learned that about 66% of participants are satisfied with the product, where as 10% are dissatisfied. By market, customers in France have the highest level of satisfaction at around 80%.

     

    Value Delivered

    • The client was able to understand how satisfaction related to price points, product composition, and availability. They also benchmarked product satisfaction rates and learned how countries ranked in terms of their levels of satisfaction.

     

     

    Check out other food case studies

    Consumer Perceptions Towards Online Ordering & Delivery Services | A Survey + Secondary Research Case Study
    By E2E Research | April 27, 2021

    Research Objective

    • A new food delivery company wished to understand consumer perceptions of online food delivery services in an Indian market.
    • They needed to understand:
      • Why consumers choose online delivery services
      • Perceptions of online food delivery portals
      • Barriers to using online food delivery services
      • The competitive environment including expansions, new product launches
    • They also needed to understand key drivers, challenges, and perceptions of pricing.

     

    Scope & Methodology

    • A structured questionnaire was designed to identify which food delivery websites consumers are using and why, and focused on key drivers, pricing, and trends in the online food ordering and delivery market.
    • The target audience included students, self-employed people, homemakers, and service employees.
    • Secondary data sources included news articles, company annual reports, a variety of websites, press releases, and other relevant, trusted documents.
    • Key analyses included:
      • Understanding customer satisfaction with ordering and searching for specific food items
      • Identifying more suitable restaurant selections given the desired food item
      • Understanding desires for offers and discounts
      • Understanding concerns about on-time delivery needs and customer services
      • Understanding customer needs and wants for improving the online food ordering process.

     

    Value Delivered

    • Our expert analyses enabled the client to better understand customer desires in product offerings, customer satisfaction, and regional presence of all major food delivery competitors.
    • Comprehensive findings and insights allowed them to make more strategic decisions grounded in data to facilitate the expansion of their business.

     

     

    Check out other retail case studies

    Launching a Fast Food Franchise In A Competitive Market | A Survey + Competitive Analysis Case Study
    By E2E Research | April 22, 2021

    Research Objective

    • The client wished to hold a master franchise of a famous USA fast food restaurant. They needed:
      • A detailed market segmentation and market scenario to gauge value and volume on basis of region by segmenting Indian fast-food services.
      • To examine competitive developments such as expansions, supply contracts, and mergers & acquisitions in industry.
      • To evaluate market trends and developments in Indian market and provided detailed company profile of all the competitors in market.
      • To distinguish the audience type based on their service preferences.

     

    Scope & Methodology

    • Conducted primary research surveys with dine out and home delivery food service providers in India
    • Conducted secondary research using company annual reports, white papers, investor presentations, and financial reports
    • Competitive benchmark report was prepared which outlined leading players in the industry
    • Analyzed type and regional presence of all major food service providers across the country.
    • Calculated the current market size where food service providers’ value & volume sales data for different types of food services like dining services, PBCL, QSR, Café & others were recorded.

     

    Value Delivered

    • Our comprehensive report covered the scope, size, disposition, and growth of industry including key sensitivities and success factors. The report also included a 5-year industry forecast, growth rates and an analysis of industry key players and their market shares.

     

     

    Check out other retail case studies

    Optimizing Treatment Pricing Strategies For Multiple Patient Segments | A Pharmaceutical Survey Analytics Case Study
    By E2E Research | April 19, 2021

    Research Objective

    • The client needed to optimize their pricing strategy by understanding perceptions of prices held by consumer segments towards an inhaler product.
    • They also needed to understand GPs’ selection of COPD treatments, and payer reception to various prices, rebate schemes, and complete offers within the portfolio.

     

    Scope & Methodology

    • The consumer market was segmented into distinct customer groups based on purchase behavior and paying potential. Each segment estimated various prices of inhalers.
    • GPs indicated their intent to recommend various brands in each patient segment at each price.
    • Optimum prices were identified for each segment.

     

    Value Delivered

    • The client successfully launched a new inhaler in a competitive market with optimized pricing that maximized the opportunity. It quickly gained popularity.
    • The client was able to price their product optimally to avoid losing sales and to maximize profit margins

     

     

    Check out other healthcare case studies

    Understanding Relative Importance of Healthcare Imaging Features for New Product Development | A Survey + MaxDiff Case Study
    By E2E Research | April 19, 2021

    Research Objective

    • A market leader in healthcare imaging equipment needed to understand the relative importance of imaging product features and estimate how those features would affect sales of a new product.

     

    Scope & Methodology

    • A list of product attributes was developed for a survey
    • Product users rated the product features and post sales operations
    • As part of a MaxDiff analysis, best and worst scores were calculated for each attribute and score differences across all available matrices were rationalized
    • Comparison scores of each attribute were used to design a new product and estimate their impacts on sales

     

    Value Delivered

    • The client was able to understand the relative importance of a large number of product features. In particular, they learned that down time is ~3 times more important than price.

     

     

    Check out other healthcare case studies

    Tracking Physician Perceptions of Diabetes Pharmaceutical Representatives | Case Study
    By E2E Research | April 19, 2021

    Research Objective

    • The pharma company needed to optimize channel effectiveness by understanding physician/sales rep interactions, in particular related to what their product does, how it can be best used, and physical aids used.
    • They also needed to understand pain points that physicians face during interactions to improve marketing materials and prescription process.

     

    Scope & Methodology

    A survey was used to measure:

    • Product knowledge displayed by sales reps
    • Preferences for Type 2 diabetes treatments
    • Marketing messages of GLP-1 treatments for Type 2 Diabetes
    • Reasons for not prescribing GLP-1 treatments and brands

     

     

    Value Delivered

    • The research helped the pharma company understand marketing messages recalled by physicians for each product and how it impacted their prescription patterns.
    • They were able to understand the pain points physicians experienced during interactions with their pharma reps with particular regards to Type 2 diabetes treatments.

     

     

    Check out other patient case studies