British Airways

Building incentives to book

Simplifying BA user settings and booking flow to make the management of e-Vouchers more useful, intuitive and delightful

British Airways

Building incentives to boook

Simplifying BA user settings and booking flow to make the management of e-Vouchers more useful, intuitive and delightful

British Airways

Building incentives to book

Simplifying BA user settings and booking flow to make the management of e-Vouchers more useful, intuitive and delightful

Overview

Duration

24 hours

Tools

Figma, Photoshop

My role

Team lead, UX designer

Team

2 Data Scientists

4 Software Engineers

2 UX Designers

Duration

24 hours

Tools

Figma, Photoshop

My role

Team lead,

UX Designer

Team

2 Data Scientists

4 Software Engineers

2 UX Designers

Design Challenge

Collaborating with British Airways (BA), our team of 8 was tasked to come up with a solution to a problem that they are currently experiencing with e-Vouchers. I led a team of software engineers, data scientists and UX designers during an intensive 24 hour hackathon, cross-collaborating to get to the root of the problem and come up with a fully functional, well-crafted solution.

Presenting our final solution to BA

The problem

BA customers whose flights or holidays were delayed or cancelled in 2020-21 could exchange their payment for a voucher to use at a later time.

Since 2020, many travel vouchers issued have gone unused. BA is looking to find ways to encourage users to make use of their vouchers because they will all expire in September 2024.

NB: They can purchase new flights to travel anywhere around the world, however travel must be under their name. This applies to all flights, globally. Customers are also not able to redeem vouchers for BA holidays.

The solutions

  1. Redesigning the BA header to bring attention to —and remind users of — the presence of eVouchers.

  2. Originating a one-stop shop to view and manage e-Vouchers within the user account settings. This way, customers can track, manage and learn about their vouchers in real time.

  3. Repositioning and automating the process of applying a voucher at the checkout stage, to avoid the possibility for system and user errors.

Duration

24 hours

Tools

Figma, Photoshop

My role

Team Lead, UX Designer

Team

2 Data Scientists

4 Software Engineers

2 UX Designers

Design Challenge

Collaborating with British Airways (BA), our team of 8 was tasked to come up with a solution to a problem that they are currently experiencing with e-Vouchers. I led a team of software engineers, data scientists and UX designers during an intensive 24 hour hackathon, cross-collaborating to get to the root of the problem and come up with a fully functional, well-crafted solution.

Presenting our final solution to BA

Design Challenge

Collaborating with British Airways (BA), our team of 8 was tasked to come up with a solution to a problem that they are currently experiencing with e-Vouchers. I led a team of software engineers, data scientists and UX designers during an intensive 24 hour hackathon, cross-collaborating to get to the root of the problem and come up with a fully functional, well-crafted solution.

Presenting our final solution to BA

The problem

BA customers whose flights or holidays were delayed or cancelled in 2020-21 could exchange their payment for a voucher to use at a later time.

Since 2020, many travel vouchers issued have gone unused. BA is looking to find ways to encourage users to make use of their vouchers because they will all expire in September 2024.

NB: They can purchase new flights to travel anywhere around the world, however travel must be under their name. This applies to all flights, globally. Customers are also not able to redeem vouchers for BA holidays.

The solutions

  1. Redesigning the BA header to give attention to —and remind users of — the presence of eVouchers.

  2. Originating a one-stop shop to view and manage e-Vouchers within the user account settings. This way, customers can track, manage and learn about their vouchers in real time.

  3. Repositioning and automating the process of applying a voucher at the checkout stage, to avoid the possibility for system and user errors.

The problem

BA customers whose flights or holidays were delayed or cancelled in 2020-21 could exchange their payment for a voucher to use at a later time.

Since 2020, many travel vouchers issued have gone unused. BA is looking to find ways to encourage users to make use of their vouchers because they will all expire in September 2024.

NB: They can purchase new flights to travel anywhere around the world, however travel must be under their name. This applies to all flights, globally. Customers are also not able to redeem vouchers for BA holidays.

The solutions

  1. Redesigning the BA header to give attention to —and remind users of — the presence of eVouchers.

  2. Originating a one-stop shop to view and manage e-Vouchers within the user account settings. This way, customers can track, manage and learn about their vouchers in real time.

  3. Repositioning and automating the process of applying a voucher at the checkout stage, to avoid the possibility for system and user errors.

Constraints

Financial

Financial

Financial

No budget to invest in marketing campaigns

No budget to invest in marketing campaigns

No budget to invest in marketing campaigns

Time

Time

Time

Limitations on in-depth user research, user testing, and development of high quality UI

Limitations on in-depth user research, user testing, and development of high quality UI

Limitations on in-depth user research, user testing, and development of high quality UI

Technological

Technological

Technological

Lack of accurate BA datasets

Lack of accurate BA datasets

Lack of accurate BA datasets

BRAINSTORMING

Route planning

Setting ourselves up for the upcoming 24 hours, most of the team was unfamiliar with the UX Design process as it was their first time cross-collaborating. I made sure to underline the importance of having a firm grasp on the problem space before beginning to draft any type of solution. I also emphasised that the best idea can come from any person with any background (technical and non-technical/from any discipline), and encouraged team members to be vocal and think critically.

We started with a 30 minute timed brainstorming session as a group, following the "Popcorn" discussion style. We highlighted key wording in the brief and potential angles that could be explored in our research. Due to time constraints, we divided research between eight of us to cover as much ground as possible.

Design process

GOAL SETTING

What is Steve missing?

We started with a 30 minute timed brainstorming session as a group, following the "Popcorn" discussion style. We highlighted key wording in the brief and potential angles that could be explored in our research. Due to time constraints, we divided research between eight of us to cover as much ground as possible.

EXPERIENCE MAPPING

Route planning

Setting ourselves up for the upcoming 24 hours, most of the team was unfamiliar with the UX Design process as it was their first time cross-collaborating. I made sure to underline the importance of having a firm grasp on the problem space before beginning to draft any type of solution. I also emphasised that the best idea can come from any person with any background (technical and non-technical/from any discipline), and encouraged team members to be vocal and think critically.

We started with a 30 minute timed brainstorming session as a group, following the "Popcorn" discussion style. We highlighted key wording in the brief and potential angles that could be explored in our research. Due to time constraints, we divided research between eight of us to cover as much ground as possible.

EXPERIENCE MAPPING

What is Steve missing?

Recognizing the project's confined scope, we prioritised finding ways to integrate solutions within the existing structure of the product. We set goals for the remainder of the sprint. We aimed to make the process:

Looking at the numbers

SECONDARY RESEARCH

£533 million

worth of unclaimed vouchers are registered under IAG (BA’s PC)

21%

of airline customers who tried to use their voucher were unable to

BRAINSTORMING

Route planning

Setting ourselves up for the upcoming 24 hours, most of the team was unfamiliar with the UX Design process as it was their first time cross-collaborating. I made sure to underline the importance of having a firm grasp on the problem space before beginning to draft any type of solution. I also emphasised that the best idea can come from any person with any background (technical and non-technical/from any discipline), and encouraged team members to be vocal and think critically.

We started with a 30 minute timed brainstorming session as a group, following the "Popcorn" discussion style. We highlighted key wording in the brief and potential angles that could be explored in our research. Due to time constraints, we divided research between eight of us to cover as much ground as possible.

SECONDARY RESEARCH

Looking at the numbers

Looking
at the numbers

21%

of airline customers who tried to use their voucher were unable to

of airline customers who tried to use their voucher were

unable to

£533 million

£533M

worth of unclaimed vouchers are registered under IAG (BA’s PC)

PRIMARY RESEARCH

Interviewing BA customers

Interviewing BA customers

  • Y.F.

    Sometimes the code doesn’t work and you have to get customer service to ages to talk to them. Getting to talk to them is actually a nightmare.

  • Y.F.

    You are in charge of how to manage your vouchers. I had so many vouchers, I forgot all of my emails that I had.

  • Y.F.

    It’s annoying, because you have to keep the emails. I don’t want to have to go through my emails to book a flight. Its nice to receive the confirmation but please save it on the freaking website.

Empathising with voucher-holders

Criteria: Aged 21+; has an active 2019-20 BA e-voucher; immediately available for 15 minutes.

Our mutual contacts combined gave us access to just 1 person who met the above criteria. I devised a quick set of open-ended questions and was responsible for carrying out the interview via voice call.

Criteria: Aged 21+; has an active 2019-20 BA e-voucher; immediately available for 15 minutes.

Our mutual contacts combined gave us access to just 1 person who met the above criteria. I devised a quick set of open-ended questions and was responsible for carrying out the interview via voice call.

PRIMARY RESEARCH

Reading up on public opinion

Reading up on public opinion

  • @[deleted]

    [The voucher not working] is definitely a deliberate bug it’s been there for months. You can never get through to someone either.

  • @giro83

    Are BA taking the piss? I am trying to book flights on-line using an eVoucher, which for some reason their website can't validate. Sometimes the website returns an error, other times no error, but the voucher doesn't apply anyway.

  • @billycostigan69

    I am also getting the endless loop of change your flight online, can't confirm online, call us, we can't complete the call at this time, go online to change your booking.

  • @giro83

    The over-the-phone price was about £100 higher than the on-line price. I asked if he could match it "no". I asked if I could talk to a manager to try claim the difference back, given it's not my fault the eVoucher doesn't work in the multi-city part of the website "no". This is ridiculous.

A quick pulse test

Due to time constraints, to get a pool of opinions on the topic, we did a quick online ethnography of public forums, like Reddit's BA community (/rBritishAirways). This was a useful, quick way to get a sense of user specific feedback on their experience with their e-vouchers.

PRODUCT RESEARCH

Exploring the existing product landscape

Exploring
the existing product landscape

  • Currently, users need to check whether they have a voucher through a portal that is connected to their e-mail

  • Within BA user account/settings, there is nowhere for a user to track or manage their eVouchers, or learn more about the details and validity of the voucher

  • Researching the flow to buy an airline ticket, the option to apply an eVoucher is currently small, easy to miss, and is buried in the "add-on" section of the flow that is often skipped over by users during checkout process

KEY RESEARCH FINDINGS AND OPPORTUNITIES

Landing on the issues

Losing track of vouchers

Currently, the opportunity to check information about existing vouchers occurs through a portal that is tricky to find and that operates solely via email. This means that users need to track their vouchers entirely via email and the responsibility of this falls entirely on the user. This inconveniences users, and they find this frustrating and hard to navigate.

Creating a highly accessible space to view, manage and apply vouchers within the user's profile and in the booking flow.

Difficulty with voucher application

Users have difficulty with the system verification and application of their voucher in the booking process itself, whereby the code does not work as expected. This is to the damaging extent that it is perceived as a dark pattern. This negatively affects company reputation in a critical moment when the airline is already seeking reconciliation and has an apologetic stance.

Finding ways to automate the process of applying a voucher to the booking. As well as improving the user experience, this will also reduce support debt and therefore save the company money.

Lack of awareness

Users are unaware of the existence of their voucher. Due to the absence of a marketing budget — and collaboration from a marketing team — constraints meant that we needed to build ways within the product itself for users to be reminded and encouraged to apply their vouchers before their end date.

Developing ways to visually remind and encourage users to learn more about their existing vouchers and apply them.

How might we encourage customers to book flights using their travel voucher?

KEY RESEARCH FINDINGS AND OPPORTUNITIES

Landing on the issues

KEY FINDINGS AND OPPORTUNITIES

Landing on
the issues

Less stressful

Eliminate the need to contact support by finding ways to guarantee a high success-rate when applying a voucher code.

More intuitive

Improve navigation in a way that favours the discovery and application of the voucher and voucher credit.

Simpler

Reduce the time and steps needed to apply a voucher, including the need to switch repeatedly between different platforms like the BA website, a user's email account and their BA account when dealing with vouchers.

Difficulty with voucher application

Users have difficulty with the system verification and application of their voucher in the booking process itself, whereby the code does not work as expected. This is to the damaging extent that it is perceived as a dark pattern. This negatively affects company reputation in a critical moment when the airline is already seeking reconciliation and has an apologetic stance.

Finding ways to automate the process of applying a voucher to the booking. As well as improving the user experience, this will also reduce support debt and therefore save the company money.

Lack of awareness

Users are unaware of the existence of their voucher. Due to the absence of a marketing budget — and collaboration from a marketing team — constraints meant that we needed to build ways within the product itself for users to be reminded and encouraged to apply their vouchers before their end date.

Developing ways to visually remind and encourage users to learn more about their existing vouchers and apply them.

Losing track of vouchers

Currently, the opportunity to check information about existing vouchers occurs through a portal that is tricky to find and that operates solely via email. This means that users need to track their vouchers entirely via email and the responsibility of this falls entirely on the user. This inconveniences users, and they find this frustrating and hard to navigate.

Creating a highly accessible space to view, manage and apply vouchers within the user's profile and in the booking flow

How might we encourage customers to book flights using their travel voucher?

Losing track of vouchers

Currently, the opportunity to check information about existing vouchers occurs through a portal that is tricky to find and that operates solely via email. This means that users need to track their vouchers entirely via email and the responsibility of this falls entirely on the user. This inconveniences users, and they find this frustrating and hard to navigate.

Creating a highly accessible space to view, manage and apply vouchers within the user's profile and in the booking flow.

Difficulty with voucher application

Users have difficulty with the system verification and application of their voucher in the booking process itself, whereby the code does not work as expected. This is to the damaging extent that it is perceived as a dark pattern. This negatively affects company reputation in a critical moment when the airline is already seeking reconciliation and has an apologetic stance.

Finding ways to automate the process of applying a voucher to the booking. As well as improving the user experience, this will also reduce support debt and therefore save the company money.

Lack of awareness

Users are unaware of the existence of their voucher. Due to the absence of a marketing budget — and collaboration from a marketing team — constraints meant that we needed to build ways within the product itself for users to be reminded and encouraged to apply their vouchers before their end date.

Developing ways to visually remind and encourage users to learn more about their existing vouchers and apply them.

How might we encourage customers to book flights using their travel voucher?

USER PERSONA

Say hello to Steve

NAME

Steve Davidson

PRONOUNS

He/Him

AGE

37

PROFESSION

Project Manager

CITY

London, UK

NAME

Steve Davidson

PRONOUNS

He/Him

AGE

37

PROFESSION

Project Manager

CITY

London, UK

FRUSTRATIONS

  • Has a busy schedule now that life has picked up again after Covid; Steve struggles to keep track of life admin and is forgetful about existing vouchers

  • Is frustrated because he has tried to apply Covid vouchers to bookings but has encountered error messages

  • Finds the process of locating the vouchers, buried in his emails, to be annoying

  • Does not know where to find the most updated information about his personal vouchers

  • Has a busy schedule now that life has picked up again after Covid; Steve struggles to keep track of life admin and is forgetful about existing vouchers

  • Is frustrated because he has tried to apply Covid vouchers to bookings but has encountered error messages

  • Finds the process of locating the vouchers, buried in his emails, to be annoying

  • Does not know where to find the most updated information about his personal vouchers

MOTIVATIONS

  • Fly in the most convenient way

  • On the look out for discounted/cheaper flights

  • Wants to remember to use up flight vouchers before expiry

  • Fly in the most convenient way

  • On the look out for discounted/cheaper flights

  • Wants to remember to use up flight vouchers before expiry

BEHAVIOURS

  • Has tried applying the voucher during the booking processes a few times but has encountered error message and code has not worked

  • Contacted support in frustration, giving up as has not had enough time to dedicate to resolving the issue

  • Has tried applying the voucher during the booking processes a few times but has encountered error message and code has not worked

  • Contacted support in frustration, giving up as has not had enough time to dedicate to resolving the issue

EXPERIENCE MAPPING

What does Steve's day look like?

I explained to the group the significance of experience mapping as a way to best identify possibilities to intervene with a digital solution. We brainstormed as a group, and starred potential places where intervention would be most impactful in converting a user to apply a voucher.

EXPLORATORY SKETCHES

Putting the plan into action

At this stage, the location where the hackathon was being hosted closed and we moved to a hotel lounge to continue with next steps.

Despite the informal setting, we stayed focused. I explained and led different design exercises, like the Crazy 8 process, to encourage everyone to be involved in drafting a potential solution. We did a "Round-the-table" discussion, sharing potential features and design changes.

We chose to explore a solution in desktop view as research by Stravito found that it is currently still the preferred device for air travel bookings.

FINAL VERSIONS

Handing over to the developers

Recognizing the project's confined scope, we prioritised finding ways to integrate solutions within the existing structure of the product. We set goals for the remainder of the sprint. We aimed to make the process:

EXPLORATORY SKETCHES

Putting the plan into action

At this stage, the location where the hackathon was being hosted closed and we moved to a hotel lounge to continue with next steps.

Despite the informal setting, we stayed focused. I explained and led different design exercises, like the Crazy 8 process, to encourage everyone to be involved in drafting a potential solution. We did a "Round-the-table" discussion, sharing potential features and design changes.

We chose to explore a solution in desktop view as research by Stravito found that it is currently still the preferred device for air travel bookings.

GOAL SETTING

What is Steve missing?

Recognizing the project's confined scope, we prioritised finding ways to integrate solutions within the existing structure of the product. We set goals for the remainder of the sprint. We aimed to make the process:

Countdown timer

Adding a countdown timer in the settings of an active voucher connected to the account, as a way to incentivise users to book.

It was an interesting concept that the software engineers had begun to research and code for, however this was scrapped last minute. We concluded that countdown timers are more of a front-facing marketing feature rather than something to be found in a user's settings.

Safety first

An acknowledgement that vouchers are a currency.


As vouchers are connected to monetary value, we designed a hover feature. In this way, the voucher code can only be viewed safely and intentionally by the user, as a preventative measure.

Honouring brand history

An homage to a premium airline that prides itself on being a 100 year company.

We chose to honour BA's history by drawing inspiration from old BA airline tickets. The vouchers take on the skeuomorphic design and shape of a traditional BA ticket. The hover effect brings to mind a flight attendant tearing a ticket.

Safety first

An acknowledgement that vouchers are a currency.


As vouchers are connected to monetary value, we designed a hover feature. In this way, the voucher code can only be viewed safely and intentionally by the user, as a preventative measure.

Honouring brand history

An homage to a premium airline that prides itself on being a 100 year company.

We chose to honour BA's history by drawing inspiration from old BA airline tickets. The vouchers take on the skeuomorphic design and shape of a traditional BA ticket. The hover effect brings to mind a flight attendant tearing a ticket.

Countdown timer

Adding a countdown timer in the settings of an active voucher connected to the account, as a way to incentivise users to book.

It was an interesting concept that the software engineers had begun to research and code for, however this was scrapped last minute. We concluded that countdown timers are more of a front-facing marketing feature rather than something to be found in a user's settings.

USER PERSONA

Say hello to Steve

Simpler

Reduce the time and steps needed to apply a voucher, including the need to switch repeatedly between different platforms like the BA website, a user's email account and their BA account when dealing with vouchers.

Less stressful

Eliminate the need to contact support by finding ways to guarantee a high success-rate when applying a voucher code.

More intuitive

Improve navigation in a way that favours the discovery and application of the voucher and voucher credit.

Simpler

Reduce the time and steps needed to apply a voucher, including the need to switch repeatedly between different platforms like the BA website, a user's email account and their BA account when dealing with vouchers.

Less stressful

Eliminate the need to contact support by finding ways to guarantee a high success-rate when applying a voucher code.

More intuitive

Improve navigation in a way that favours the discovery and application of the voucher and voucher credit.

BRANDING COLOURS AND TYPOGRAPHY

The colours of the sky

We made sure to use branded colours and typography to build a look and feel that aligned smoothly with BA's recent rebrand.

IDEAS WE CONSIDERED, SCRAPPED OR KEPT

Breaking down our design thinking

EXPLORATORY SKETCHES

Putting the plan into action

IDEAS WE CONSIDERED THEN SCRAPPED OR KEPT

Breaking down our design thinking

At this stage, the location where the hackathon was being hosted closed and we moved to a hotel lounge to continue with next steps.

Despite the informal setting, we stayed focused. I explained and led different design exercises, like the Crazy 8 process, to encourage everyone to be involved in drafting a potential solution. We did a "Round-the-table" discussion, sharing potential features and design changes.

We chose to explore a solution in desktop view as research by Stravito found that it is currently still the preferred device for air travel bookings.

NEXT STEPS

Preparing for take-off

  • Take time to improve the quality of our research, to best align our designs with user needs, by interviewing other users with unused BA vouchers.

  • Mental model deep-dive. Looking at other user settings across different platforms (including other airline competitors) to cross-reference our UI work. Taking a closer look at the BA branding guidelines to understand how to best align our suggestions even further with the look and feel of the brand.

  • Several rounds of user testing and usability tests, prioritising feedback to iterate in the most time efficient way possible. Developing the UI further, making our designs responsive and working more closely with grids. Scaling to include these updates in the BA app.

  • Once launched, collaborate closely with the data team, using methods like A/B testing to best understand the success rate of our designs and where we can improve.

EXCERPTS OF THE DATA TEAM'S INPUT

Leveraging data

The Data Scientists highlighted a few ways data can play an important role here. Of their references, I wish to emphasise A/B testing as a way to verify the success of changes to product features, and lead future iterations. They devised a hypothesis test example:

FINAL VERSIONS

Handing over to the developers

Working from Hart Hotel in Shoreditch

At this stage, the location where the hackathon was being hosted closed and we moved to a hotel lounge to continue with next steps.

Despite the informal setting, we stayed focused. I explained and led different design exercises, like the Crazy 8 process, to encourage everyone to be involved in drafting a potential solution. We did a "Round-the-table" discussion, sharing potential features and design changes.

We chose to explore a solution in desktop view as research by Stravito found that it is currently still the preferred device for air travel bookings.

Understand

  • ML solution to cluster costumers

  • Train predictive model with data of people who used vouchers

Connect

  • Empower marketing to tailor marketing

  • Personalised experience

Measure

  • A/B Testing - measure impact of design changes

  • Measure engagement

IDEAS WE CONSIDERED THEN SCRAPPED OR KEPT

Breaking down our design thinking

Countdown timer

Adding a countdown timer in the settings of an active voucher connected to the account, as a way to incentivise users to book.

It was an interesting concept that the software engineers had begun to research and code for, however this was scrapped last minute. We concluded that countdown timers are more of a front-facing marketing feature rather than something to be found in a user's settings.

Safety first

An acknowledgement that vouchers are a currency.


As vouchers are connected to monetary value, we designed a hover feature. In this way, the voucher code can only be viewed safely and intentionally by the user, as a preventative measure.

Honouring brand history

An homage to a premium airline that prides itself on being a 100 year company.

We chose to honour BA's history by drawing inspiration from old BA airline tickets. The vouchers take on the skeuomorphic design and shape of a traditional BA ticket. The hover effect brings to mind a flight attendant tearing a ticket.

Default

Hover

Applied

EXCERPTS OF THE DATA TEAM'S INPUT

Leveraging data

The Data Scientists highlighted a few ways data can play an important role here. Of their references, I wish to emphasise A/B testing as a way to verify the success of changes to product features, and lead future iterations. They devised a hypothesis test example:

BRANDING COLOURS AND TYPOGRAPHY

The colours of the sky

The colours
of the sky

We made sure to use branded colours and typography to build a look and feel that aligned smoothly with BA's recent rebrand.

We made sure to use branded colours and typography to build a look and feel that aligned smoothly with BA's recent rebrand.

DESIGN AND DEVELOPMENT

Birds of a feather, flock together

As each part of the flow was finished, designs and assets were passed to developers. This allowed us to incrementally build and deliver the coded version of the product in time for the final presentation.

As each part of the flow was finished, designs and assets were passed to developers. This allowed us to incrementally build and deliver the coded version of the product in time for the final presentation.

As each part of the flow was finished, designs and assets were passed to developers. This allowed us to incrementally build and deliver the coded version of the product in time for the final presentation.

FINAL VERSIONS

Handing over to the developers

NEXT STEPS

Preparing for
take-off

  • Take time to improve the quality of our research, to best align our designs with user needs, by interviewing other users with unused BA vouchers.

  • Mental model deep-dive. Looking at other user settings across different platforms (including other airline competitors) to cross-reference our UI work. Taking a closer look at the BA branding guidelines to understand how to best align our suggestions even further with the look and feel of the brand.

  • Several rounds of user testing and usability tests, prioritising feedback to iterate in the most time efficient way possible. Developing the UI further, making our designs responsive and working more closely with grids. Scaling to include these updates in the BA app.

  • Once launched, collaborate closely with the data team, using methods like A/B testing to best understand the success rate of our designs and where we can improve.

It would allow us to assume that our changes made a positive impact. See other examples they discussed below:

EXCERPTS OF THE DATA TEAM'S INPUT

Leveraging data

The Data Scientists highlighted a few ways data can play an important role here. Of their references, I wish to emphasise A/B testing as a way to verify the success of changes to product features, and lead future iterations. They devised a hypothesis test example:

  • Null hypothesis: The change had no effect in user behaviour

  • p-value is low (0.02) --> low probability of seeing this data --> REJECT NULL (conclusive test)

  • Null hypothesis: The change had no effect in user behaviour

  • p-value is low (0.02) --> low probability of seeing this data --> REJECT NULL (conclusive test)

  • Null hypothesis: The change had no effect in user behaviour

  • p-value is low (0.02) --> low probability of seeing this data --> REJECT NULL (conclusive test)

It would allow us to assume that our changes made a positive impact. See other examples they discussed below:

Understand

  • ML solution to cluster costumers

  • Train predictive model with data of people who used vouchers

Connect

  • Empower marketing to tailor marketing

  • Personalised experience

Measure

  • A/B Testing - measure impact of design changes

  • Measure engagement

Understand

  • ML solution to cluster costumers

  • Train predictive model with data of people who used vouchers

Connect

  • Empower marketing to tailor marketing

  • Personalised experience

Measure

  • A/B Testing - measure impact of design changes

  • Measure engagement

Conclusion

PRESENTING THE PROJECT

Introducing our solution

I had the pleasure of presenting our solution to 5 BA panelists. Alongside the Software Engineering Lead and the Data Science Lead, we made a convincing case around the nature of the problem space identified and our proposed soltuions.

I had the pleasure of presenting our solution to 5 BA panelists. Alongside the Software Engineering Lead and the Data Science Lead, we made a convincing case around the nature of the problem space identified and our proposed solutions.

Representing the team and explaining our design thinking

MENTAL NOTES

For my next hackathon…

NEXT STEPS

Preparing for take-off

MENTAL NOTES

For my next hackathon…

  • Take time to improve the quality of our research, to best align our designs with user needs, by interviewing other users with unused BA vouchers.

  • Mental model deep-dive. Looking at other user settings across different platforms (including other airline competitors) to cross-reference our UI work. Taking a closer look at the BA branding guidelines to understand how to best align our suggestions even further with the look and feel of the brand.

  • Several rounds of user testing and usability tests, prioritising feedback to iterate in the most time efficient way possible. Developing the UI further, making our designs responsive and working more closely with grids. Scaling to include these updates in the BA app.

  • Once launched, collaborate closely with the data team, using methods like A/B testing to best understand the success rate of our designs and where we can improve.

  • Take time to improve the quality of our research, to best align our designs with user needs, by interviewing other users with unused BA vouchers.

  • Mental model deep-dive. Looking at other user settings across different platforms (including other airline competitors) to cross-reference our UI work. Taking a closer look at the BA branding guidelines to understand how to best align our suggestions even further with the look and feel of the brand.

  • Several rounds of user testing and usability tests, prioritising feedback to iterate in the most time efficient way possible. Developing the UI further, making our designs responsive and working more closely with grids. Scaling to include these updates in the BA app.

  • Once launched, collaborate closely with the data team, using methods like A/B testing to best understand the success rate of our designs and where we can improve.

MENTAL NOTES

For my next hackathon…

  • Check out competitors

    During our research phase, this may have helped guide a clearer understanding of mental models related to user settings and voucher management.

  • Avoiding "sunk cost" mentality

    Not falling into the trap of running with an idea because of "sunk cost" when planning designs with a tight schedule is something I'm proud of and that I think we did particularly well as a team. See "countdown timer" section mentioned earlier on.

    I did this well!

  • It's not meant to be pixel perfect

    Being accustomed to long-term projects and pixel perfect thinking, I've learned that a hackathon is not testing those strengths. Hackathons test ideation and communication of a clear concept and message to stakeholders, rather than your ability to craft beautiful designs in minutes.

  • I'll take care of this!

    We allocated and delegated tasks very well, sticking to structure throughout. Within the UX team, my colleague Yuriy stayed up until 4 am to work on the greyscale, and I woke up at 5:30 am to finish up where he left off and work on the UI. Playing "tag" worked out smoothly.

    I did this well!

  • Delivery is key

    Putting aside time to rehearse and refine the pitch deck time is vital. Taking care to create refined and polished slides are important to creating credibility around a cause. Next time, I will develop a template for a presentation on Figma in advance of the start of my next hackathon so that I already have a formatted skeleton for slides.

  • Let's talk about it

    Due to time pressure, staying in touch was crucial. We worked on communication and regularly checked in on each other either async messaging on slack or synchronised in slack calls. This allowed for a smooth transfer of knowledge.

    I did this well!

Let's make some waves.

Get in touch.

Let's make some waves.

Get in touch.