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Graceful Choices

research case studies

Research expertise: Foundational research, surveys, interviews, contextual inquiry, usability testing​
These sample studies are simplified to provide quick glimpses of past findings. For more details, let's chat!

UX Research: User Live Video experience (2022)

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The bridge gap diagram shows the expectation difference between employers and students attending virtual career fairs (click to enlarge).
WHY: Backend data showed that there were numerous ticketed issues with the video function on the platform; however, we didn't know why. We needed a qualitative context to deeply understand our users’ live video experience and pain points that can strengthen virtual interactions between all users.

HOW: As a Senior UX Researcher, I conducted interviews with three different types of users: Educational partners (N = 7), employers (N = 6), and students (N = 6). The qualitative data were synthesized to identify common themes.
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HIGHLIGHTED FINDINGS:
  1. While employers see group video sessions as screeners, most students see them as info sessions.
  2. Students and employers lack communication signals in group video sessions to interact with others.​
  3. Employers, edu partners, and students lack background info to fully prepare and follow up after video sessions.

UX Research: Core Student User Archetypes (2022)

WHY: One of our core segments of users was students, and we lacked a foundational understanding of their needs, motivations, and pain points that can help us to understand why they use our platform to seek jobs strategically. 

HOW: As a Senior UX Researcher, I led my team to conduct two research projects where we conducted interviews (N = 11) and a survey (N = 712). The qualitative data were synthesized to develop hypotheses for archetype patterns, and after, hierarchical and k-means cluster analyses were conducted on SPSS to produce final archetypes.
​
HIGHLIGHTED FINDINGS:
  1. 5 unique core student archetypes that identified different student behaviors and needs during job searching. 
  2. All archetypes care about having financial stability and work-life balance. 
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Hierarchical cluster analysis to identify significant cluster numbers (​click to enlarge).

EATING DISORDER, PLASTIC SURGERY, AND SKIN WHITENING CONTENT ON INSTAGRAM (2021)

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Trigger warning for sensitive topics and images.

​To see the complete data report, please contact me!
WHY: Numerous past studies have indicated that Instagram is negatively impacting young users, especially girls and young women. With the Wall Street Journal's recent internal report on this topic, there needs to be further efforts to identify harmful content on Instagram.
​
HOW: As a research consultant for SumOfUs, I led a team of coders to conduct a content analysis (N = 720) of Instagram posts. 
Descriptive statistics were run on SPSS to identify the highest percentages for different variables.

HIGHLIGHTED FINDINGS:
  1. For eating disorder content, 86.7% were pushing unapproved appetite suppressants.
  2. For plastic surgery content, 86.7% were using posts to promote plastic surgery procedures or clinics.
  3. ​For skin whitening content, 81.3% promoted skin whitening products.​​

women BEAUTY YouTubers as Tech influencers (2017)

WHY: One of the most influential content creators are beauty YouTubers. While many people can understand their beauty impact, not many can recognize how they are also self-taught technology users who has exceptional video production skills. Beauty YouTubers, especially women, should be explored further as technology leaders and educators who can diversify the technology field.

HOW: As a lead researcher, I conducted a 2-part study: content analysis (N = 102) and experiment (N =272) using a convenient sample. Descriptive statistics and structural regression model were ran using SPSS AMOS to identify significant pathways.  

HIGHLIGHTED FINDINGS:
  1. Beauty YouTubers went beyond beauty content and shared their personal stories and cultures to expand on their expertise and video production skills.  
  2. ​Watching beauty YouTube videos increased viewers’ motivation to learn about video production, which was mediated by YouTuber's attractiveness.  ​​
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The experiment pathways of the media effects (click to enlarge). 

​To read more, click here!

motivation and creativity levels ON SOCIAL MEDIA (2017)

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The relationship between the creativity level of social media (click to enlarge). 

​To read more, click here! ​
WHY: It takes immense creativity to use and produce content on social media. However, there is a lack of emphasis on understanding on how and why creativity matters on social media. Creativity can be further examined in terms of motivation to examine young social media producers' potentials. 

HOW: For my dissertation, I conducted a survey (N = 545) from a sample of social media content creators.
 A structural regression model was created using SPSS AMOS to identify the relationships between variables.

TOP FINDINGS:
  1. Social media producers are mostly engaged in producing texts but text production is considered as not creative. 
  2. Social media producers are least engaged in producing videos but video production is considered as most creative. 
  3. Extrinsic motivation is a stronger driver than intrinsic motivation to increase social media activity. ​​ ​

Women DIGITAL MUSICIANS ON SOCIAL MEDIA (2015)

WHY: While there is an existing stereotype that women are less skilled at using technology, there are many female digital musicians who are using both musical and technology skills to thrive online. These women's journeys are valuable to understand women's relationship with technology. 

HOW: As a solo researcher, I conducted 1-1 phone and Skype semi-structured interviews with an international sample (N = 17) women digital musicians from YouTube, SoundCloud, and Vine. The interview transcriptions were synthesized to identify their common experiences/stories. 

HIGHLIGHTED FINDINGS:
  1. Women musicians used social media because they were lacking offline music opportunities and were able to find a niche audience. 
  2. These musicians selectively chose an online platform based on their knowledge and self-taught their skills to utilize the chosen platform.​
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Photo credit: Soundtrap

To read more, click here! 
More research and citations: Google Scholar
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