Project 

When a family member tested positive for Covid and needed to isolate themselves to prevent others from becoming sick, their cat ran away. Not knowing what to do, the family frantically googled their nearest non-profit animal shelter, NYACC, to report their cat missing. While using the site, the family felt even more overwhelmed by the reporting process as the website’s congested interface made them feel less confident that their pet will be found. To prevent this situation from happening again, I reached out to the non-profit organization and offered to update the company’s database interface and information architecture to increase the likelihood of reuniting lost pets.

 

 

When a family member tested positive for Covid and needed to isolate themselves to prevent others from becoming sick, their cat ran away. Not knowing what to do, the family frantically googled their nearest non-profit animal shelter, NYACC, to report their cat missing. While using the site, the family felt even more overwhelmed by the reporting process as the website’s congested interface made them feel less confident that their pet will be found. To prevent this situation from happening again, I reached out to the non-profit organization and offered to update the company’s database interface and information architecture to increase the likelihood of reuniting lost pets.

 

 

When a family member tested positive for Covid and needed to isolate themselves to prevent others from becoming sick, their cat ran away. Not knowing what to do, the family frantically googled their nearest non-profit animal shelter, NYACC, to report their cat missing. While using the site, the family felt even more overwhelmed by the reporting process as the website’s congested interface made them feel less confident that their pet will be found. To prevent this situation from happening again, I reached out to the non-profit organization and offered to update the company’s database interface and information architecture to increase the likelihood of reuniting lost pets.

 

When a family member tested positive for Covid and needed to isolate themselves to prevent others from becoming sick, their cat ran away. Not knowing what to do, the family frantically googled their nearest non-profit animal shelter, NYACC, to report their cat missing. While using the site, the family felt even more overwhelmed by the reporting process as the website’s congested interface made them feel less confident that their pet will be found. To prevent this situation from happening again, I reached out to the non-profit organization and offered to update the company’s database interface and information architecture to increase the likelihood of reuniting lost pets.

 

When a family member tested positive for Covid and needed to isolate themselves to prevent others from becoming sick, their cat ran away. Not knowing what to do, the family frantically googled their nearest non-profit animal shelter, NYACC, to report their cat missing. While using the site, the family felt even more overwhelmed by the reporting process as the website’s congested interface made them feel less confident that their pet will be found. To prevent this situation from happening again, I reached out to the non-profit organization and offered to update the company’s database interface and information architecture to increase the likelihood of reuniting lost pets.

 

Time 

August 2021, 2 weeks 

Role

UX designer, researcher and information architect 

UX designer, researcher and information architect 

UX designer, researcher and information architect 

Tools

Figma, Optimal Workshop, Miro 

Figma, Optimal Workshop, Miro 

Challenge

How might we best help shelter staff and pet owners burdened with cognitive overload, find their missing pets

How might we best help shelter staff and pet owners burdened with cognitive overload, find their missing pets

Solution 

  • Design a standardized database for neighbors, shelter staff and pet owners which will alert when a pet with similar features is found

  • Develop a stronger Information architecture system to filter, find and categorize pets without Identification

  • Incorporate AI facial recognition
  • Display expert pet finding tips

     

     

 

 

  • Design a standardized database for neighbors, shelter staff and pet owners which will alert when a pet with similar features is found

  • Develop a stronger Information architecture system to filter, find and categorize pets without Identification

  • Incorporate AI facial recognition
  • Display expert pet finding tips

     

     

 

 

  • Design a standardized database for neighbors, shelter staff and pet owners which will alert when a pet with similar features is found

  • Develop a stronger Information architecture system to filter, find and categorize pets without Identification

  • Incorporate AI facial recognition
  • Display expert pet finding tips

     

     

 

 

Secondary research 

Secondary research 

Secondary research 

Secondary research 

Secondary research 

To better understand why pets get lost and the animal shelter’s role in preventing pet homelessness, I read through different articles from a wide range of sources. Some important findings include:

Key findings:

  • Twice as many animals enter the shelter as “strays” than they are to be relinquished by owners.

  • Shelters are not required to report to or manage a standardized database system

  • Pets have a short shelter stay and are euthanized frequently due to over crowdedness

  • Shelter workers are overworked, burned out and stressed, decreasing their cognitive ability to provide optimal care and help reunite pet with family.

     

     

  • Twice as many animals enter the shelter as “strays” than they are to be relinquished by owners.

  • Shelters are not required to report to or manage a standardized database system

  • Pets have a short shelter stay and are euthanized frequently due to over crowdedness

  • Shelter workers are overworked, burned out and stressed, decreasing their cognitive ability to provide optimal care and help reunite pet with family.

     

     

  • Twice as many animals enter the shelter as “strays” than they are to be relinquished by owners.

  • Shelters are not required to report to or manage a standardized database system

  • Pets have a short shelter stay and are euthanized frequently due to over crowdedness

  • Shelter workers are overworked, burned out and stressed, decreasing their cognitive ability to provide optimal care and help reunite pet with family.

     

     

  • Twice as many animals enter the shelter as “strays” than they are to be relinquished by owners.

  • Shelters are not required to report to or manage a standardized database system

  • Pets have a short shelter stay and are euthanized frequently due to over crowdedness

  • Shelter workers are overworked, burned out and stressed, decreasing their cognitive ability to provide optimal care and help reunite pet with family.

     

     

  • Twice as many animals enter the shelter as “strays” than they are to be relinquished by owners.

  • Shelters are not required to report to or manage a standardized database system

  • Pets have a short shelter stay and are euthanized frequently due to over crowdedness

  • Shelter workers are overworked, burned out and stressed, decreasing their cognitive ability to provide optimal care and help reunite pet with family.

     

     

Interestingly enough, I found a disconnect in information. According to experts, the best way to reduce shelter euthanasia is to provide identification for pets. However, microchips did not stop 48% of dogs and 62% of cats from being euthanized despite having it. Not to mention that microchips are rarely updated, sometimes keeping record of the previous owner if a pet has been re-adopted. The problem was worst than I originally thought. 

 

 

secondary-research-1

How might we...

How might we...

How might we...

How might we...

How might we...

After gaining a better perspective, I crafted a problem statement. Surprisingly, I originally thought pet owners were our target audience, however, research indicates that Shelter Staff are also impacted. Our original problem statement has changed from “How might we help pet owners find their lost pets” to “how might we lessen the burden placed on shelter staff so they may have the capacity to help locate missing pets”.

Lingering assumptions and questions:

  • Do pet owners regularly give their pet identification (microchip, collar tag) and does this help lost pets come home?

  • Is there a consensus amongst pet owners regarding best practices of finding a lost pet?

  • Do owners consider contacting the shelter?

  • Do pet owners regularly give their pet identification (microchip, collar tag) and does this help lost pets come home?

  • Is there a consensus amongst pet owners regarding best practices of finding a lost pet?

  • Do owners consider contacting the shelter?

  • Do pet owners regularly give their pet identification (microchip, collar tag) and does this help lost pets come home?

  • Is there a consensus amongst pet owners regarding best practices of finding a lost pet?

  • Do owners consider contacting the shelter?

  • Do pet owners regularly give their pet identification (microchip, collar tag) and does this help lost pets come home?

  • Is there a consensus amongst pet owners regarding best practices of finding a lost pet?

  • Do owners consider contacting the shelter?

  • Do pet owners regularly give their pet identification (microchip, collar tag) and does this help lost pets come home?

  • Is there a consensus amongst pet owners regarding best practices of finding a lost pet?

  • Do owners consider contacting the shelter?

Desktop-10

Survey 

Survey 

Survey 

Survey 

Survey 

In order to define the types of research questions that should be targeted during the customer interview phase,  I created a survey and distributed it throughout pet forums. Based on the results found during the secondary research, I wanted to get a better understanding of the way pet owners think and the steps they take to find there pet once missing.

Survey-questions-

Results:

  • 60% of surveyors said they would search the house first if their pet went missing while 40% said they would post a sign

  • As a second step, only 40% said they would go to a shelter and another 40% said they would leave a personal item outside

  • Texting was the most preferable method of receiving pet updates

  • 40% of testers mentioned that they wouldn’t do anything if they spot a lost animal 

  • 60% of surveyors said they would search the house first if their pet went missing while 40% said they would post a sign

  • As a second step, only 40% said they would go to a shelter and another 40% said they would leave a personal item outside

  • Texting was the most preferable method of receiving pet updates

  • 40% of testers mentioned that they wouldn’t do anything if they spot a lost animal 

  • 60% of surveyors said they would search the house first if their pet went missing while 40% said they would post a sign

  • As a second step, only 40% said they would go to a shelter and another 40% said they would leave a personal item outside

  • Texting was the most preferable method of receiving pet updates

  • 40% of testers mentioned that they wouldn’t do anything if they spot a lost animal 

  • 60% of surveyors said they would search the house first if their pet went missing while 40% said they would post a sign

  • As a second step, only 40% said they would go to a shelter and another 40% said they would leave a personal item outside

  • Texting was the most preferable method of receiving pet updates

  • 40% of testers mentioned that they wouldn’t do anything if they spot a lost animal 

  • 60% of surveyors said they would search the house first if their pet went missing while 40% said they would post a sign

  • As a second step, only 40% said they would go to a shelter and another 40% said they would leave a personal item outside

  • Texting was the most preferable method of receiving pet updates

  • 40% of testers mentioned that they wouldn’t do anything if they spot a lost animal

     

Competitor analysis

Competitor analysis

Competitor analysis

Competitor analysis

Competitor analysis 

I was interested to know what other companies were doing to solve pet homelessness and whether what they were doing was actually working? I choose the three companies; PETtrac, Petco Love Lost and Pet Finder for their innovative interface and concept.

pet-trac-logo

Strength

  • Efficient Standardized pet database that keeps track of microchips

  • Collaborates with a large range of users (Vet, shelters and Pet Owners)

Weakness

  • No indication of neuter status (a microchip pet can runaway and create a litter)

  • Owners without a microchip will not be serviced in finding pet

  • No pet finding tips
pettrac-website
petco-love-logo

Strength

  • User interface alleviates cognitive overload and directs users to lost and found

  • Pet finding tips provided

  • Connected with social media influencers

  • Easy AI facial recognition to match lost pet with shelter list
  • User interface alleviates cognitive overload and directs users to lost and found

  • Pet finding tips provided

  • Connected with social media influencers

  • Easy AI facial recognition to match lost pet with shelter list
  • User interface alleviates cognitive overload and directs users to lost and found

  • Pet finding tips provided

  • Connected with social media influencers

  • Easy AI facial recognition to match lost pet with shelter list
  • User interface alleviates cognitive overload and directs users to lost and found

  • Pet finding tips provided

  • Connected with social media influencers

  • Easy AI facial recognition to match lost pet with shelter list
  • User interface alleviates cognitive overload and directs users to lost and found

  • Pet finding tips provided

  • Connected with social media influencers

  • Easy AI facial recognition to match lost pet with shelter list

Weakness

  • Inability to request custom pieces

  • No information regarding whether material is ethically sourced

  • Inability to request custom pieces

  • No information regarding whether material is ethically sourced

  • Inability to request custom pieces

  • No information regarding whether material is ethically sourced

  • Inability to request custom pieces

  • No information regarding whether material is ethically sourced

  • Inability to request custom pieces

  • No information regarding whether material is ethically sourced

petco-love-website
Petfinder-

Strength

  • Flexible organizing system with a mix of descriptive types and breed type

  • Flexible organizing system with a mix of descriptive types and breed type

  • Flexible organizing system with a mix of descriptive types and breed type

  • Flexible organizing system with a mix of descriptive types and breed type

Weakness

  • No lost and found database system, only adoptions

  • No pet finding tips, only care taking tips

  • No lost and found database system, only adoptions

  • No pet finding tips, only care taking tips

  • No lost and found database system, only adoptions

  • No pet finding tips, only care taking tips

  • No lost and found database system, only adoptions

  • No pet finding tips, only care taking tips

breed-types-

Opportunities:

  • A system which is inclusive to both cautious and forgetful pet owners

  • Create a system which addresses pet homelessness entirely, adoption, lost, and found pets

  • Standardized device that can be tracked by different audiences (vet, shelter, neighbor, owner)

  • A system which is inclusive to both cautious and forgetful pet owners

  • Create a system which addresses pet homelessness entirely, adoption, lost, and found pets

  • Standardized device that can be tracked by different audiences (vet, shelter, neighbor, owner)

  • A system which is inclusive to both cautious and forgetful pet owners

  • Create a system which addresses pet homelessness entirely, adoption, lost, and found pets

  • Standardized device that can be tracked by different audiences (vet, shelter, neighbor, owner)

  • A system which is inclusive to both cautious and forgetful pet owners

  • Create a system which addresses pet homelessness entirely, adoption, lost, and found pets

  • Standardized device that can be tracked by different audiences (vet, shelter, neighbor, owner)

  • Twice as many animals enter the shelter as “strays” than they are to be relinquished by owners.

  • Shelters are not required to report to or manage a standardized database system

  • Pets have a short shelter stay and are euthanized frequently due to over crowdedness

  • Shelter workers are overworked, burned out and stressed, decreasing their cognitive ability to provide optimal care and help reunite pet with family.

     

     

Design audit

Design audit

Design audit 

Design audit 

Design audit 

I conducted a design audit to see how Animal Care Centers of NYC (NYACC) compares to other websites and explore other potential opportunities. It was interesting to see how the website prioritizes adoption over “reuniting missing pets” and places the full responsibility on owners as they conduct their own search. The current system, as it is now, places a burden on animal loving workers (who euthanize pets after a short stay) and pet owners (who are asked to take full responsibility for their own search).

delete-Design-audit

Explorative Interview 

Explorative Interview 

Explorative interview 

Explorative interview 

Explorative interview

I interviewed pet owners and an animal shelter volunteer to validate my assumptions and results from the survey. It was interesting to hear how pet owners would rather create flyers or speak to neighbors about their lost pet rather than go to their local shelter, even though most animals enter as strays. There is a disconnect between what these interviewers think members in their community would do and what surveyors reported actually doing. 40% responded that they wouldn’t do anything to reunite a stray animal if spotted. I created an empathy to synthesize all collected data.

Empathy-map

Defining our user personas

Defining our user

Defining our user

Defining our user personas

Defining our user personas

The following personas were created to synthesize everything learned about our target audience so far. This will come in handy later when we think through what kind of features our product should have in order to meet the needs of our consumers. Although I could have incorporated more personas (veterinarian and neighbors) I’ve decided to focus on pet owners and shelter staff as they are the most impacted by this problem.  

User-Persona-1-Pet-Owner-5
User-Persona-2-Shelter-worker-5-1

Product Roadmap 

Product Roadmap 

Product feature roadmap 

Product feature roadmap 

Product feature roadmap  

I collected all of the information from the secondary research and explorative interview to identify and prioritize the most essential features. I knew we needed a standardized database that provided updated information in real time, pet finding tips, a way to categorize pets by markings and AI facial recognition to reduce cognitive burden on shelter staff and pet owners.

Screen-Shot-2021-11-13-at-9.50.44-AM

Flow chart  

Flow chart 

Flow chart  

Flow chart  

Flow chart 

Once all of the features has been defined, I created a sitemap, task and user flow to distinguish the website layout. I wanted to create a quick and easy pet searching navigation system for every user including neighbors, vets, shelter staff, worried pet owners and those looking to adopt. If the user does not find their pet, they will have the option to report them missing, create an account to receive updated texts and to share pre-created posters.

User-flow-chart

Ideation 

Ideation 

Ideation  

Ideation  

Ideation 

I played with different design concepts, looking for the best way to create a visible centralized touch point for both shelter staff and pet owners to locate lost or found pets. It was important to incorporate distinct icons to make it easier for the user to scan and process information, reducing cognitive overload.

Nycacc-lo-fi-sketch

Usability Test  

Usability Test  

Usability Test  

Usability Test  

Usability Test  

After choosing the best design, I conducted a card sorting exercise and paper prototype test with three pet owners to validate my navigation concept. I wanted to test whether the pet reporting user flow was intuitive and easy to use. Likewise, I wanted to test whether the users would be able to all categorize pets the same way.

Assumptions:

  • All users have the capacity to universally categorize pets

  • Users will be able to complete the task of entering their pet’s information into the database

  • Users will either use the AI facial recognition button or the centralized pet database touchpoint.


  • All users have the capacity to universally categorize pets

  • Users will be able to complete the task of entering their pet’s information into the database

  • Users will either use the AI facial recognition button or the centralized pet database touchpoint.


  • All users have the capacity to universally categorize pets

  • Users will be able to complete the task of entering their pet’s information into the database

  • Users will either use the AI facial recognition button or the centralized pet database touchpoint.


  • All users have the capacity to universally categorize pets

  • Users will be able to complete the task of entering their pet’s information into the database

  • Users will either use the AI facial recognition button or the centralized pet database touchpoint.


  • All users have the capacity to universally categorize pets

  • Users will be able to complete the task of entering their pet’s information into the database

  • Users will either use the AI facial recognition button or the centralized pet database touchpoint.


Objectives:

To determine...

  • if our consumers are able to universally category cats by feature types

  • Ease of reporting a lost cat

     


  • if our consumers are able to universally category cats by feature types

  • Ease of reporting a lost cat

     


  • if our consumers are able to universally category cats by feature types

  • Ease of reporting a lost cat

     


  • if our consumers are able to universally category cats by feature types

  • Ease of reporting a lost cat

     


  • if our consumers are able to universally category cats by feature types

  • Ease of reporting a lost cat

     


Task 1:

For the card sort, users were given three cats and were told to assign traits (fur pattern, color, unique markings, etc) to each

 

For the card sort, users were given three cats and were told to assign traits (fur pattern, color, unique markings, etc) to each

 

For the card sort, users were given three cats and were told to assign traits (fur pattern, color, unique markings, etc) to each

 

For the card sort, users were given three cats and were told to assign traits (fur pattern, color, unique markings, etc) to each

 

For the card sort, users were given three cats and were told to assign traits (fur pattern, color, unique markings, etc) to each

 

Usability-test-

Task 2:

Users were asked to find their missing cat using a paper prototype using the following centralized pet database component:

 

 

Users were asked to find their missing cat using a paper prototype using the following centralized pet database component:

 

 

Users were asked to find their missing cat using a paper prototype using the following centralized pet database component:

 

 

Users were asked to find their missing cat using a paper prototype using the following centralized pet database component:

 

 

Users were asked to find their missing cat using a paper prototype using the following centralized pet database component:

 

 

pet-component

Results

affitinty-diagram-2

Generally, users found the task of reporting a missing pet and categorizing cats, easy. However, there were some navigational problems. I created an affinity map to explore the trends between user quotes and behavior observations. Patterns discovered include difficulty locating the facial recognition feature, confusing the difference between “lost” and “found” labels and a delay around categorizing unique markings.

 

 

Opportunities:

  • Create custom icons for “unique markings” as having an actual picture of a cat, confuses users.

  • Make AI facial recognition camera button more visible

  • Add more identifiers such as “size” and “ gender”

  • Create a more intuitive “Lost and found” label

  • Create custom icons for “unique markings” as having an actual picture of a cat, confuses users.

  • Make AI facial recognition camera button more visible

  • Add more identifiers such as “size” and “ gender”

  • Create a more intuitive “Lost and found” label

  • Create custom icons for “unique markings” as having an actual picture of a cat, confuses users.

  • Make AI facial recognition camera button more visible

  • Add more identifiers such as “size” and “ gender”

  • Create a more intuitive “Lost and found” label

  • Create custom icons for “unique markings” as having an actual picture of a cat, confuses users.

  • Make AI facial recognition camera button more visible

  • Add more identifiers such as “size” and “ gender”

  • Create a more intuitive “Lost and found” label

  • Create custom icons for “unique markings” as having an actual picture of a cat, confuses users.

  • Make AI facial recognition camera button more visible

  • Add more identifiers such as “size” and “ gender”

  • Create a more intuitive “Lost and found” label

High-fidelity mockup 

High-fidelity mockup 

High-fidelity mockup 

High-fidelity mockup 

High-fidelity mockup 

A hi-fi mockup was created and iterated upon based on feedback. I changed the original centralized "lost and found" UI component. It was replaced with a “manila folder” for two reasons; it creates a visual hierarchy, making it easier to find at first glance and because it mimics the natural feeling of searching through records.   

Revision 1:

  1. Changed wording from “Found, Lost and adopted pets” to “Recently found, Reported lost and Adopt” as testers felt uncertain of where the original links would take them

  2. Added a gallery scrolling feature so frantic pet owners can have a better view of animals recently found at first glance

  3. Created “manila folder” containers around “lost and found” pet section to make it distinguishable and work with our natural schema of using folders to organize important paperwork.

     

  1. Changed wording from “Found, Lost and adopted pets” to “Recently found, Reported lost and Adopt” as testers felt uncertain of where the original links would take them

  2. Added a gallery scrolling feature so frantic pet owners can have a better view of animals recently found at first glance

  3. Created “manila folder” containers around “lost and found” pet section to make it distinguishable and work with our natural schema of using folders to organize important paperwork.

     

  1. Changed wording from “Found, Lost and adopted pets” to “Recently found, Reported lost and Adopt” as testers felt uncertain of where the original links would take them

  2. Added a gallery scrolling feature so frantic pet owners can have a better view of animals recently found at first glance

  3. Created “manila folder” containers around “lost and found” pet section to make it distinguishable and work with our natural schema of using folders to organize important paperwork.

     

  1. Changed wording from “Found, Lost and adopted pets” to “Recently found, Reported lost and Adopt” as testers felt uncertain of where the original links would take them

  2. Added a gallery scrolling feature so frantic pet owners can have a better view of animals recently found at first glance

  3. Created “manila folder” containers around “lost and found” pet section to make it distinguishable and work with our natural schema of using folders to organize important paperwork.

     

  1. Changed wording from “Found, Lost and adopted pets” to “Recently found, Reported lost and Adopt” as testers felt uncertain of where the original links would take them

  2. Added a gallery scrolling feature so frantic pet owners can have a better view of animals recently found at first glance

  3. Created “manila folder” containers around “lost and found” pet section to make it distinguishable and work with our natural schema of using folders to organize important paperwork.

     

Delete-NYACC-Revision-1-and-2

Revision 2 and 3:

  1. Changed the top navigation and footer color to make it more cohesive with database

  2. Changed the color of the facial recognition camera feature button to
    orange to create a higher contrast and noticability 

  3. Extended the “manila folder” container across the page and took out unactive folder tabs to reduce clutter

  4. Moved the search bar further up to make it easier to code for software developer

     

     

  1. Changed the top navigation and footer color to make it more cohesive with database

  2. Changed the color of the facial recognition camera feature button to
    orange to create a higher contrast and noticability 

  3. Extended the “manila folder” container across the page and took out unactive folder tabs to reduce clutter

  4. Moved the search bar further up to make it easier to code for software developer

     

     

  1. Changed the top navigation and footer color to make it more cohesive with database

  2. Changed the color of the facial recognition camera feature button to
    orange to create a higher contrast and noticability 

  3. Extended the “manila folder” container across the page and took out unactive folder tabs to reduce clutter

  4. Moved the search bar further up to make it easier to code for software developer

     

     

  1. Changed the top navigation and footer color to make it more cohesive with database

  2. Changed the color of the facial recognition camera feature button to
    orange to create a higher contrast and noticability 

  3. Extended the “manila folder” container across the page and took out unactive folder tabs to reduce clutter

  4. Moved the search bar further up to make it easier to code for software developer

     

     

  1. Changed the top navigation and footer color to make it more cohesive with database

  2. Changed the color of the facial recognition camera feature button to
    orange to create a higher contrast and noticability 

  3. Extended the “manila folder” container across the page and took out unactive folder tabs to reduce clutter

  4. Moved the search bar further up to make it easier to code for software developer

     

     

delete-NYACC-Revision-2-and-3

Slide handle to see original and redesign

Final Prototype

Final Prototype

Final Prototype

Final Prototype

Final Prototype

Reflection  

Reflection  

Reflection  

Reflection  

Reflection  

I originally intended to create a better pet reporting form, however, after doing research, it has become apparent to me that upgrading the database could yield a greater impact. Ultimately, there is a disconnect in communication between shelter staff and worried pet owners, shelter staff experience burn out from an overload of responsibilities and pet owners generally do not know best practices for finding lost pets on their own. To make matters worse, NYACC places full responsibility on the pet owner to followup and find their own pet. This could be due to worker burnout as there is no system in place to alleviate burden for both parties. NYACC could benefit from a flow system for neighbors, pet owners and shelter staff to aid one another in their joint mission of keeping pets safe.


Given more time, I would have created a user flow for someone who lost a pet, pet finding tips for guidance and a text messaging system so owners can receive live updates, as these are much needed. If I could go back, I would re-word a question in my user survey due to it’s misleading nature, I received mixed results. I also learned that an empathy map should be completed prior to a user interview. For future projects, I plan to use the affinity map to synthesize findings instead.

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