Quantitative User Research Research Archives - OneSource Labs https://onesourcelabs.com/category/quantitative-user-research-research/ Sample Studies Tue, 05 Dec 2023 06:55:40 +0000 en-US hourly 1 https://wordpress.org/?v=7.0.1 What’s new with UX research as we close out 2023? https://onesourcelabs.com/2023/11/27/whats-new-with-ux-research-as-we-close-out-2023/ Mon, 27 Nov 2023 08:32:30 +0000 https://onesourcelabs.com/?p=7596 The budget squeeze This year, there have been major shifts as a result of changing economic circumstances. Budgets are tighter or they have been frozen. Teams continue to experience layoffs, workforce reductions and restructurings. Still, the demand for research is there, and teams are being asked to do more with less. Integrating user research into [...]

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The budget squeeze

This year, there have been major shifts as a result of changing economic circumstances. Budgets are tighter or they have been frozen. Teams continue to experience layoffs, workforce reductions and restructurings. Still, the demand for research is there, and teams are being asked to do more with less.

Integrating user research into your digital strategy

UX researchers have their seat at the table. They’re getting more and more integrated in product and design conversations and business decisions. With that, some UX managers are aiming to help their teams adopt an MBA mindset to help translate business goals and values into UX measures. Many UX teams don’t articulate how their research can support and contribute to business objectives, and in a changing economy like this one, showing your ROI and tracking research KPIs against your overall business goals is critical. Think about what metrics will help show your value to the business and begin viewing them through that lens.

Inclusive research is top of mind

Just a year ago, inclusive research was practically nonexistent and only a few of our clients and agency teams were talking with us about ways they could bring this into focus. Now, we’re hearing requests for it across the board. Many UX leaders are putting an even larger focus on inclusive research and design year after year, and especially as they head into 2024 planning. Some are even pushing for a faster return to in-person research to help aid the process—reaching lower tech communities who struggle with remote sessions or recruiting niche audiences who can be tricky to find without going into specific communities.

The talk of the town: AI

Yes, everyone is talking about AI, but what does it mean for your business? People are experimenting with how it will change the research process, evaluating whether AI will be brought into user research methodologies, and exploring what impact it can have on products and services to build a better user experience. In reality, most brands are still figuring it out as they go.

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ROI of UX Research https://onesourcelabs.com/2023/10/13/roi-of-ux-research/ Fri, 13 Oct 2023 07:16:58 +0000 https://onesourcelabs.com/?p=7488 While the appetite for user insights is growing, companies are forced to scale back with budgets. More than 75% of the companies I speak to want to do more research—yet time, budget limitations, and internal challenges hinder product teams from running more studies. The benefits of investing in user research don’t end with the user. [...]

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While the appetite for user insights is growing, companies are forced to scale back with budgets. More than 75% of the companies I speak to want to do more research—yet time, budget limitations, and internal challenges hinder product teams from running more studies.

The benefits of investing in user research don’t end with the user. A customer centric design will save you money on support and development. It will also increase your revenue by increasing sales. The time and money you invest in the beginning stages will provide a number of long-term benefits for you and your business.

A study by Smith & Reinersten found that the key system-design decisions made during the first 10% of a product’s design process can determine 90% of the product’s cost and performance. This is an excellent example of how a small investment at an early stage can have a huge ROI on your final product.

User research will continue to be a powerful tool to inform decision-making, even more so in uncertain market conditions. Collect customer insights throughout the product development process to mitigate risk, react effectively to changes in the market, and drive revenue growth.

Adapting to Customer insights will determine business growth

Gen Z has been changing the products and the way they interact with them for a couple of years now. Companies are starting to adapt to the needs and wants of the new generation.

Gen Z expects everything to work as simply as possible and they also get distracted quickly. Which is why a whole different approach is required when designing products for them as a target audience.

Use qualitative and quantitative research

So far, we’ve seen that more and more businesses see the value of engaging with their customers to understand their needs, pain points, and motivations and make the right product decisions.

To obtain customer insights throughout the product life cycle, product teams are turning to various research methods—the most frequently used being qualitative task-based user interviews, quantitative studies backed with statistically significant data, product analytics, competitive analysis, and unmoderated usability tests.

“Companies today are partnering with trusted UX research firms. The shift to investing more in research means they’re embracing customer-centricity.” CEO/Founder OneSource Labs, Sharon Rahmanian

Overall, our research shows that qualitative methods are more frequently used than quantitative methods (63% vs. 51%). Yet the best results come from a combination of these methods. While quantitative research helps you understand what your users are doing, qualitative research tells you why they’re doing it.

UX tools help research be more efficient and effective

To stay ahead of the competition, organizations need to gather high-quality insights at scale—this is where the right UX tools come in. With the global pandemic and the rise of remote research, the need for digital tools that support user research teams is higher than ever. At OneSource Labs, for example, we’re focused on creating an end-to-end solution for research.

OneSource Labs leverages best practice UX and user research methods, strategic UX research analysis, and actionable user recommendations. With extensive experience across industries: Automotive, B2B, Entertainment, e-Commerce, financial, Healthcare, Tech, Travel and more, we design a wide range of user research studies customized for your business goals and users’ needs. We partner with panel vendors, online testing tools, recruiting firms, and testing facilities to accommodate all of your user research needs.

In Conclusion

As we move into the latter part of 2023, we can see that the remainder of the year and beyond will be filled with lots of experimentation. Implementing the latest trends, including voice interactions, AR and AI will take time. What will that mean for you and the market? Following these trends will help developers and businesses create innovative, delightful, user-centric, and successful websites, mobile applications, and other digital interfaces in today’s ever-evolving digital landscape.

By SHARON RAHMANIAN, Founder & CEO – User Experience Research, OneSource Labs

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How inclusive and accessible is your product? https://onesourcelabs.com/2023/10/13/how-inclusive-and-accessible-is-your-product/ Fri, 13 Oct 2023 06:49:01 +0000 https://onesourcelabs.com/?p=7484 When you think of Apple, Microsoft and other major brands that keep you going back for more, what do you think is their secret? Companies will need to continue to create solutions that benefit more users by conducting research with a diverse user group early and often. Inclusive products and services The focus on inclusivity [...]

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When you think of Apple, Microsoft and other major brands that keep you going back for more, what do you think is their secret? Companies will need to continue to create solutions that benefit more users by conducting research with a diverse user group early and often.

Inclusive products and services

The focus on inclusivity and accessibility will continue in 2023 and beyond. Inclusive design is the process of creating solutions and experiences that are usable and open to all—regardless of age, language, ability, culture, or gender.

In recent years, designers have worked to change gender-biased systems in their practice, an approach that ensures a product is equally engaging and useful for all users, regardless of their gender identity.

In practice, this means building user experiences and interfaces that make users of all identities feel seen, represented and welcome, while avoiding the binaries, stereotypes and exclusive language that are traditionally associated with gender.

Mobile app usability

Mobile app trends continue to focus on making user experiences better, with minimalist designs, adapting to/from smartphone to tablets, adjusting views to different sized screens, simplifying navigation, adapting apps to user feedback and AB testing and last but not least; creating highly engaging personalized experiences. Other mobile app trends continue, including:

Biometrics, physical and emotional reactions

Biometrics, such as facial recognition, heart rate monitors, and eye-tracking tools, are increasingly being integrated into the UX research process to help better understand how users physically and emotionally interact with digital products and result in user satisfaction, engagement and loyalty.

Beacon Technology

Additionally, beacon technology triggers and delivers proximity campaigns to a person’s phone based on his/hers location. Beacons also enable to collect important data on customer behavior and increase their engagement.

Voice Recognition

Voice search continues to be incredibly popular among users. In fact, it’s expected the voice search market will reach nearly $50 billion U.S. by 2029.

By SHARON RAHMANIAN, Founder & CEO – User Experience Research, OneSource Labs

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UX Research Best Practices in 2023 and Beyond https://onesourcelabs.com/2023/10/13/ux-research-best-practices-in-2023-and-beyond/ Fri, 13 Oct 2023 06:41:41 +0000 https://onesourcelabs.com/?p=7481 Today’s dynamic field of UX research is evolving in response to technology, user behavior, and business needs. In order to stay ahead, the UX research community will continue to push boundaries and influence product design, elevating the overall user experience and, ultimately, the success of businesses worldwide. From cutting-edge technology innovations to more inclusive user-testing, [...]

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Today’s dynamic field of UX research is evolving in response to technology, user behavior, and business needs. In order to stay ahead, the UX research community will continue to push boundaries and influence product design, elevating the overall user experience and, ultimately, the success of businesses worldwide. From cutting-edge technology innovations to more inclusive user-testing, our in-depth analysis will equip you with valuable insights to optimize your strategies for maximum impact.

AI and Machine Learning

Artificial Intelligence (AI) and Machine Learning will continue to help take shape in order to analyze large amounts of data more efficiently and effectively, as well as identify patterns and derive insights that can be used for design improvements.

Rapid advancements in AI technology will capture new help augment UX researchers in identifying user behaviors, and sentiments and insights at a much faster pace. This will promote more informed designs that will yield improved directions and better user experiences, leading to increased user satisfaction and loyalty.

However, UX researchers must be keenly aware of potential biases that AI algorithms may replicate in the outputs due to prompt driven interfaces that AI is trained on.

VR, AR, and Web3 research

With the growth of Virtual Reality (VR), Augmented Reality (AR) and Web3 technologies will allow UX researchers to increasingly explore the unique challenges and opportunities presented by these immersive environments for emerging future user experiences.

So, how do they differ? VR uses technology designed to make you feel immersed in a digital space whereas AR tech is more device-agnostic, where it can be achieved with glasses or headsets.
Also with the average smartphone, AR will get to the point where it will be able to leverage different capabilities to deliver a personal, timely experience that changes all the time based on who you are and where you are located. UX research methodologies for VR and AR require user interaction considerations with physical devices as well as digital interfaces.

As many brands are exploring representation of their products in the Metaverse, UX research becomes essential to measure user behavior, expectation, motivation and satisfaction of these new environments.

The World Wide Web is now in it’s 3rd Iteration

As we have seen, the world wide web has continued to evolve over the years from Web 1.0, 2.0 and now 3.0

Similar to how smartphones became the new trend in the late 2000s, the introduction of XR, Web 3.0 and other technologies are transforming how we live, work, and play. Now, users can engage, interact, and exchange in ways never before imagined.

By SHARON RAHMANIAN, Founder & CEO – User Experience Research, OneSource Labs

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Improve Content Finding With Simple Card Sorting Exercises https://onesourcelabs.com/2017/06/06/improve-content-finding-with-simple-card-sorting-exercises/ Tue, 06 Jun 2017 17:28:06 +0000 http://www.onesourcelabs.com/?p=5550 “It’s not difficult to end up with a badly organized website, despite one’s best intentions. One of the most common reasons is that the Information Architecture (IA) is created from the business structure of the organization, rather than from users’ needs.” (Source: Smashing Magazine) The organization of the content on your website and how it [...]

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“It’s not difficult to end up with a badly organized website, despite one’s best intentions. One of the most common reasons is that the Information Architecture (IA) is created from the business structure of the organization, rather than from users’ needs.” (Source: Smashing Magazine)

The organization of the content on your website and how it connects together – known as the Information Architecture (IA) – is an important part of a usable website. If the IA of a site is done well, users’ will rarely have problems finding what they need. How do you structure your site’s content in a way users will understand? One popular way is through a technique called card sorting.

Card Sorting is a tried and true technique for improving the IA of a site because it actually involves the users in the process, allowing them to communicate their organizational expectations and preferences.

We have conducted numerous card sorting exercises for clients across multiple industries to help inform structural redesign of their website content, navigation paths, menu structures, work flows, and product lists. Here are some of the most important things we’ve learned from our studies:

Keep It Simple
Users want logical and simple categories. For websites with extensive navigation menu items or product lists, utilize a multi-level categorization to avoid user confusion and frustration. Multi-level organization of content promotes an easier and quicker access to your content. This can be achieved by using larger and meaningful main categories and smaller and logical subcategories. Too many choices at the top-level can cause cognitive overload, while not enough can bury much needed information.

Card Sorting Resolves Internal Conflicts
If members of your team can’t seem to agree on the Information Architecture of your site, let card sorting come to the rescue. One of our clients had two teams who couldn’t agree on restructuring their website content. The card sorting exercises we ran helped resolve this conflict in the best way possible – the users told them exactly what they wanted.

Avoid Internal Language
Avoid using insider language or jargon that users don’t understand. A usable site should be easy for a user to learn and remember how to use, and if they don’t fully understand the language that’s being used, those goals will be more difficult to meet. The best way to find out whether you are using internal language for your labels, is to test them with actual users. Users are not shy in expressing “I have no idea what that means.” That’s when you know you are using internal language that’s not clear to your users. You can test unclear labels by including them in a follow-up survey study.

If your website is performing poorly, there may be any number of reasons for this, but poor Information Architecture might certainly be a main culprit because bad IA means users can’t find the content they’re after. Online card sorting is a preferred tool for helping to improve IA because it is reliable, inexpensive, easy to execute, and involves a large number of your site’s target users.

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User Research & Agile: An Elegant Collaboration https://onesourcelabs.com/2017/05/15/user-research-agile-an-elegant-collaboration/ Mon, 15 May 2017 09:08:23 +0000 http://www.onesourcelabs.com/?p=5733 “Embedding user research evaluations in an agile software development process provides timely feedback from users and results in intensive collaboration between user research experts and software developers.” (Source: UX Matters) Advocates of user research are familiar with real benefits of testing an interface with the target audience: customer satisfaction, engagement and loyalty, which generally result [...]

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“Embedding user research evaluations in an agile software development process provides timely feedback from users and results in intensive collaboration between user research experts and software developers.” (Source: UX Matters)

Advocates of user research are familiar with real benefits of testing an interface with the target audience: customer satisfaction, engagement and loyalty, which generally result in higher conversion rates and increased revenue. Including user research late into the design process can create certain challenges. In many cases, the changes are too costly to implement or it’s too late to implement them before launch. However, it is possible to include user research into an Agile framework harmoniously.

The ROI of User Research
The user research of a product needs to be factored in at early stages of the design process in order to achieve the maximum levels of return on investment. As the saying goes: Bad UX = money lost; Good UX = money gained. Indeed, maximum savings are gained from making changes earlier in the design life cycle.

The rule of thumb in many user-research-aware organizations is that the cost-benefit ratio for user research is $1 : $10-$100. In other words, once a system is in development, correcting a problem costs 10 times as much as fixing the same problem in design. If the system has been released, it costs 100 times as much relative to fixing in design. (Gilb, 1988)

What is Agile Development?
If you work in the tech industry, you’ve probably heard of Agile, and maybe you’ve even practiced it. For those who haven’t, Agile is a set of product development practices that favor responding to change rather than following a plan. The Agile framework operates in sprints that usually last one to two weeks at a time, allowing for several design iterations and changes. The agile process embraces change as a useful part of the process that actually pushes designers and developers in the right direction.

In addition to responding well to change, Agile development values individuals and interactions, customer collaboration, and products that work. There are several agile frameworks including Lean and Scrum.

The alternative framework to Agile is known as Waterfall, which is a process where time and cost are variables, but the scope of the project never changes. It’s an efficient way of getting a project done, but it doesn’t account for change very well, which can cause significant–and expensive–problems.

User Research Testing in an Agile Framework
Traditionally, when working within a Waterfall framework, user research is factored in close to the end of development. Because development is mostly completed at the point of testing, making any necessary changes found due to testing can be very costly. Additionally, there may not be enough time to incorporate the user research recommendations prior to launch.

“Agile offers many opportunities for overcoming problems with traditional development methods that have long impeded user research.” (Source: Nielsen Norman Group)

When working within an Agile framework, user research can be done from the early stages of the design and on a regular basis, meaning changes are easy to make and much less costly.

To overcome the challenges with conducting traditional user research in an Agile framework, you need to incorporate the following solutions:

  • Test small
  • Test during every sprint
  • Test any fidelity of the product
  • Add a feature/functionality to every test
  • Try different types of testing
  • Observe testing sessions with the entire team
  • Streamline the findings and recommendations report

Promoting Excellence with Agile and User Research
When user research is done during every sprint, it creates beneficial changes that improve the overall experience of a product because Agile methods inherently embrace and harness change, giving your product a competitive advantage.

Agile and user research go hand-in-hand because Agile principles call for good design and technical excellence, and User Research enforces excellence early on.

User Research is all about individuals and interactions while customer collaboration is an Agile value. User Research and Agile bring the user, team and business together on a regular basis. Iterative studies throughout the product life cycle can further inform the product’s Experience Design and result in task success and customer satisfaction.

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Gather Significant Qualitative & Quantitative User Data with Online User Research Testing https://onesourcelabs.com/2017/03/26/gather-significant-qualitative-quantitative-user-data-with-online-user-research-testing/ Sun, 26 Mar 2017 17:14:49 +0000 http://www.onesourcelabs.com/?p=5542 “Research that happens in the participant’s natural environment can give you more realistic insights than lab research.” (Source: User Testing, Inc.) To fully comprehend users’ experience and satisfaction with a digital product, it is important to gather both quantitative and qualitative data. In the past, quantitative and qualitative testing had to be done separately due [...]

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“Research that happens in the participant’s natural environment can give you more realistic insights than lab research.” (Source: User Testing, Inc.)

To fully comprehend users’ experience and satisfaction with a digital product, it is important to gather both quantitative and qualitative data. In the past, quantitative and qualitative testing had to be done separately due to limitations of online testing tools and methodology. This inherently created timeline and budget constraints. For example, if you needed both types of data, performing two separate studies meant that you also needed two separate user groups. This was not only costly and took longer, but it also meant your data wasn’t coming from the same set of users.

Today’s industry leading online testing tools allow user research researchers to combine both quantitative and qualitative studies into one, while using the same user set, and consequently accommodating more efficient and cost effective results.

Some of the latest online user research tools are able to collect a comprehensive set of quantitative and qualitative data in a single study:

Behavioral/Qualitative Data

  • User comments and reasons why
  • User’s facial expressions
  • Clickstreams
  • Heatmaps
  • Screen recording

Quantitative Data

  • Task success or failure
  • Task effectiveness and efficiency
  • Task ease of use
  • User preferences
  • Survey responses
  • Satisfaction metrics
  • Net Promoter Scores
  • Information architecture data

What’s more, this data can be collected from hundreds of participants all over the globe, not just the 8-12 participants that one-on-one studies average. This will generate statistically significant results for your study.

Another benefit of online user research is the participants are taking the tests in their natural environment using their own devices, so their behaviors are natural – this is something that is almost impossible to recreate in a lab setting. And, because online testing can be automated (rather than just moderated), users are able to participate on their own schedule.

With automated testing, there are fewer logistics involved. There is no longer a need to set up test schedules, moderate individual test sessions, or recruit more users than necessary due to no-shows. All of this saves time and money. The majority of the effort is in configuring the online testing tool based on the user research research goals, monitoring the study while it’s live and analyzing the data collected by the tool. Online user research research facilitates frequent testing at lower costs at any stage of your product design cycle.

Many UX research experts agree that modern advancements with online user research allows us to perform more complete research that can capture the same qualitative data as in-lab tests, in addition to many other quantitative points of data. Because of this, unmoderated online user research is becoming more commonplace and more trusted. According to UX Matters, “Remote user research is a welcome addition to any researcher’s arsenal—particularly as we try to fit data collection into agile sprints and work within the constraints of an increasingly lean bottom line.”

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Improve Response Rates by Gamifying Your Online Surveys https://onesourcelabs.com/2017/02/07/improve-response-rates-by-gamifying-your-online-surveys/ Tue, 07 Feb 2017 18:24:55 +0000 http://www.onesourcelabs.com/?p=5501 Surveys, when done properly, can help a business gain real insight into their target audiences, rather than relying on guesses and assumptions. The gathering of this pertinent information can be used to create effective communication campaigns and marketing strategies, making it easier to meet set goals. Any business planning a survey push should first ask [...]

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Surveys, when done properly, can help a business gain real insight into their target audiences, rather than relying on guesses and assumptions. The gathering of this pertinent information can be used to create effective communication campaigns and marketing strategies, making it easier to meet set goals. Any business planning a survey push should first ask themselves how to create an effective survey customers want to engage with.

Many online surveys, despite all efforts in creating optimal questions and targeting appropriate audiences, result in low response rates and high abandon rates.

“Response rates vary widely for different types of surveys. Customer satisfaction surveys and market research surveys often have response rates in the 10% – 30% range. Employee surveys typically have a response rate of 25% – 60%. Regardless of the type of survey you are conducting, you can have a major effect on the number of respondents who complete your survey.” (Source: PeoplePulse)

Here are some tips to improve engagement, enjoyment and interactivity with your online surveys. 

  • Limit the study duration to 10-15 minutes maximum
  • Include a progress bar to show how close respondents are to completion
  • Provide incentives (cash, gift card, product, discounts, badges, etc.)
  • Limit the number of open-ended questions to the most crucial subjects
  • Reword the questions in a way that makes respondents want to answer them (e.g. change: What is your favorite game? to: If you could only play one game for the rest of your life, what would it be?)
  • Include interactive elements whenever possible (e.g. images, graphics, videos, sounds, interactive sliders, star ratings, thumbs up/down, drag & drop, etc.)
  • Encourage Social Media sharing
  • Include photo breaks (e.g. provide visual breaks in between survey sections)

Additionally, online survey gamification can help increase survey response rates. Gamification of surveys not only encourages engagement with respondents, but it’s even been shown to increase the amount of time respondents spend per question, as well as increase response rates. Here are a few suggestion on how to gamify your next survey:

  • Turn demographic questions into a fill-in-the-blank story
  • Add an element of competition to your questions (e.g. list as many types of food as you can in 60 seconds)
  • Include a letter finding game (e.g. Ask respondents to find letters at various stages throughout the survey and unscramble at the end to reveal the answer.)
  • Include an Avatar (e.g. Ask respondents to choose an avatar to customize. The avatar will accompany them throughout the survey.)

A well-structured survey takes time and foresight. Knowing the kind of data you’re hoping to collect is helpful when writing questions. Having a general understanding of the audience who will receive the survey is also very important. According to SurveyGizmo, response rates can soar past 85% (about 43 responses for every 50 invitations sent) when the respondent population is motivated and the survey is well-executed. UX Mastery provides an in-depth look at how to craft a meaningful survey that works.

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Product Perception Across Mobile App Platforms https://onesourcelabs.com/2014/10/21/product-perception-across-mobile-app-platforms/ Tue, 21 Oct 2014 13:33:45 +0000 http://www.onesourcelabs.com/?p=5246 With the development of different mobile platforms, it is imperative to consider the implications of ignoring a large segment of your target audience. Testing on different mobile platforms could result in higher customer satisfaction and net promoter scores. In a mobile app user research, it was found that standard gestures do not translate from one [...]

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With the development of different mobile platforms, it is imperative to consider the implications of ignoring a large segment of your target audience.

Testing on different mobile platforms could result in higher customer satisfaction and net promoter scores.

In a mobile app user research, it was found that standard gestures do not translate from one platform to another for the same action. For example, the functions requiring a swiping gesture on an iOS, may require a tapping gesture on an Android.

The app that we tested utilized iOS gestures for a specific functionality on both iOS and Android platforms. The iOS users easily completed the task because they were accustomed to the swipe gesture for that functionality. However, many Android users were unable to complete the task because the swiping gesture for that functionality was not standard on Android. Therefore, many Android users failed to complete the main task.

The survey results revealed that some Android users were less satisfied with the product and less willing to download the app on their device. Most importantly, they were less likely to recommend the app to a friend or family member.

In conclusion, it is vital for a single app to be customized and tested for major platforms. Doing so will help to avoid compromising the user perception, experience, and satisfaction of the product.

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