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1© Duarte, Inc. 2014 1
Barriers to measuring
the impact of UX/CX
and what you can do
about them
2© Duarte, Inc. 2014
THE SCIENTIFIC METHOD
3© Duarte, Inc. 2014
BARRIERS TO MEASURING THE IMPACTS OF OUR WORK
1. Don't have the know-how
2. Don't see the value
3. Don't have the courage
4© Duarte, Inc. 2014 4
BARRIERS TO MEASURING THE SUCCESS OF OUR WORK
1. Don't have the know-how
2. Don’t see the value
3. Don't have the courage
“Wah! I’m a
designer, not a
numbers person.”
5© Duarte, Inc. 2014
THREE BROAD TYPES OF MEASURES
It's important to triangulate feedback across three broad categories.
Behavioural
Observable behaviours
• Browsing behaviour
• Purchases
• Subscribe/Unsubscribe
• App install/uninstall
• Likes
• Shares
• Return rates
• Abandon rates
• Referrals
Solicited
Asking people for
feedback
• Survey items
• Reasons for return
• CSAT
• CES
• Complaints data
• NPS
• Social media
Operational
Monitoring operational
efficiency
• Task completion time
• Turn Around Time
• Average Handling
Time
• Delivery SLA
• # Errors/ re-work
• Warehouse Stock
rates
• Call wait times
6© Duarte, Inc. 2014
EXPERIENCE CAN BE MEASURED AT THREE LEVELS
Organisation
Level
Service Level
Episode Level
Type of Measures Examples
Measures the
relationship between the
organisation and the
customer
Brand Score, Trust Score,
NPS, Business Reputation
Measures the overall
outcome, end-to-end
experience of a service
Effort Score, SLA,
Experience Principles,
complaints, social media
Measures the experience
or performance of a
specific interaction or
touchpoint
Average completion times,
customer satisfaction,
handling times, problem
resolution
7© Duarte, Inc. 2014
MAPPING MEASURES TO YOUR JOURNEY MAP
Online Exchange Experience example, Credit Jonathan Hwa, ZALORA
The store was cramped and I
could barely move my pram
around. The cashier didn’t look
up from his phone until I said
‘Hello’. He made me feel like an
interruption to his day. The item
I was looking for wasn’t in stock
so he said I‘d have to try online.
He couldn’t tell me if the online
store had it in stock either.
Find item
Item in
stock
Delivered
on time
Product
satisfaction
CS answers
<60 s
Issue
Resolved
Post Office
Close
Delays in
Return
Item in
stock
Delivered
on time
Browsing behaviour WH data 3PL data
WH data 3PL data
Return Reasons CS Data
CSAT SurveyCES Survey3PL Survey
95%
95%
95%
95%
95%
95%
95%
95%
95%
95%
.95
= 60%
Chance of seamless
experience
10
8© Duarte, Inc. 2014
MEASURING CUSTOMER EXPERIENCE
Transform experience principles into survey items
Make it clear
to me
Customer Items Staff Items
“I understand what to do next at each stage, and feel
comfortable that I know what’s coming”
“I understand what needs to be done at each stage”
“I feel confident explaining decisions and next steps to all
the people involved”
“I understood the decision-making process and why I might
receive a certain outcome”
“I am able to identify relevant processes and procedures,
interpret and apply them”
“The information I need is provided at the right time, in a
way I can easily understand, so that I can make informed
decisions”
“I have the expertise and access to specialists I need to
confidently manage the customer's enquiries”
Be credible and Trustworthy
Themes: Credibility, transparency, demonstrate expertise
Genuine intent
Know me and
my journey
Be credible and
trustworthy
Empower me
9© Duarte, Inc. 2014 9
BARRIERS TO MEASURING THE SUCCESS OF OUR WORK
1. Don't have the know-how
2. Don't see the value
3. Don't have the courage
“Wah! We don’t
have the time/
scope/access”
10© Duarte, Inc. 2014
EXPERIENCE MATTERS
Your customer’s overall experience with a product or service motivates a response, which drives
business outcomes.
Impact to the
organisation
How
customers
(and staff)
RESPOND
How
customers
(and staff)
FEEL or
EXPERIENCE
What
organisations
DO
11© Duarte, Inc. 2014
CALCULATE THE IMPACT
Let’s practise
*https://www.the-cma.org/disciplines/analytics/archive/top-10-call-centre-metrics
Measure Objective Impact
NPS + Average spend for
Promotor/Passive/
Detractor
Move Detractors to
Passives and Passives
to Promotors
Increase customer
lifetime value (CLT) and
cost to serve.
Unsubscribe/Uninstall/
Cancel service +
Reasons
Reduce customer churn Increase customer
lifetime value (CLT)
‘How did you hear about
us?’ Social media data
Increase ‘Shares’ and
WOM referrals
Reduce ave. customer
acquisition costs
# Complaints + theme.
Call centre data
Reduce complaints and
calls related to a specific
topic
Reduce costs to manage
complaints
Reduce call centre costs
Time to complete task Improve usability and
onboarding on enterprise
system
Reduce training costs
Increase productivity
(FTE hours)
Error rate, re-work Reduce # errors Increase staff satisfaction
Reduce TAT
Nothing Ignore our customer’s
issues
Cost of NOT doing
anything
Up to
$1
MILLION
Call Centre Cost, per
second increase,
annually*
12© Duarte, Inc. 2014 12
BARRIERS TO MEASURING THE SUCCESS OF OUR WORK
1. Don't have the know-how
2. Don't see the value
3. Don't have the courage
“Wah! If we don’t
measure it, at least we
can’t have been
wrong…”
13© Duarte, Inc. 2014
NEXT STEPS
1. Understand your stakeholders. How are they KPI'd? How are staff rewarded? What does success look like to them?
2. Be clear on the objectives of your work and identify measures of success. Ask for an introduction to people within the
business who can help you gain access to internal metrics and quantify your work. Be sure to collect baseline measures and ask
what amount of change would be meaningful to the business.
3. Prioritise journey episodes and select one to focus on. Try to identify at least one solicited, behavioural, and operational
measure for the episode you selected. If you’re not sure, reach out to your colleagues.
4. Calculate the impact. For those three metrics, try to define the business impact, and calculate the financial outcomes.
5. Ask yourself. What would be the impact on revenue if you reduced calls to the call centre by 2%? Reduced the time it takes to
do a task by 25%?
6. Embrace your ugly baby!
The greatest barrier to success is not doing anything…
14© Duarte, Inc. 2014 14© Duarte, Inc. 2014
If your salary was
directly tied to the
business outcomes you
create...
What would you do
differently?
15© Duarte, Inc. 2014
Thankyou!
LinkedIn:
Johanna Tibbertsma
Twitter:
@goodforthongs
Have questions?
Reach out!

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Johanna Tibbertsma - Enterprise UX Sydney May 2018

  • 1. 1© Duarte, Inc. 2014 1 Barriers to measuring the impact of UX/CX and what you can do about them
  • 2. 2© Duarte, Inc. 2014 THE SCIENTIFIC METHOD
  • 3. 3© Duarte, Inc. 2014 BARRIERS TO MEASURING THE IMPACTS OF OUR WORK 1. Don't have the know-how 2. Don't see the value 3. Don't have the courage
  • 4. 4© Duarte, Inc. 2014 4 BARRIERS TO MEASURING THE SUCCESS OF OUR WORK 1. Don't have the know-how 2. Don’t see the value 3. Don't have the courage “Wah! I’m a designer, not a numbers person.”
  • 5. 5© Duarte, Inc. 2014 THREE BROAD TYPES OF MEASURES It's important to triangulate feedback across three broad categories. Behavioural Observable behaviours • Browsing behaviour • Purchases • Subscribe/Unsubscribe • App install/uninstall • Likes • Shares • Return rates • Abandon rates • Referrals Solicited Asking people for feedback • Survey items • Reasons for return • CSAT • CES • Complaints data • NPS • Social media Operational Monitoring operational efficiency • Task completion time • Turn Around Time • Average Handling Time • Delivery SLA • # Errors/ re-work • Warehouse Stock rates • Call wait times
  • 6. 6© Duarte, Inc. 2014 EXPERIENCE CAN BE MEASURED AT THREE LEVELS Organisation Level Service Level Episode Level Type of Measures Examples Measures the relationship between the organisation and the customer Brand Score, Trust Score, NPS, Business Reputation Measures the overall outcome, end-to-end experience of a service Effort Score, SLA, Experience Principles, complaints, social media Measures the experience or performance of a specific interaction or touchpoint Average completion times, customer satisfaction, handling times, problem resolution
  • 7. 7© Duarte, Inc. 2014 MAPPING MEASURES TO YOUR JOURNEY MAP Online Exchange Experience example, Credit Jonathan Hwa, ZALORA The store was cramped and I could barely move my pram around. The cashier didn’t look up from his phone until I said ‘Hello’. He made me feel like an interruption to his day. The item I was looking for wasn’t in stock so he said I‘d have to try online. He couldn’t tell me if the online store had it in stock either. Find item Item in stock Delivered on time Product satisfaction CS answers <60 s Issue Resolved Post Office Close Delays in Return Item in stock Delivered on time Browsing behaviour WH data 3PL data WH data 3PL data Return Reasons CS Data CSAT SurveyCES Survey3PL Survey 95% 95% 95% 95% 95% 95% 95% 95% 95% 95% .95 = 60% Chance of seamless experience 10
  • 8. 8© Duarte, Inc. 2014 MEASURING CUSTOMER EXPERIENCE Transform experience principles into survey items Make it clear to me Customer Items Staff Items “I understand what to do next at each stage, and feel comfortable that I know what’s coming” “I understand what needs to be done at each stage” “I feel confident explaining decisions and next steps to all the people involved” “I understood the decision-making process and why I might receive a certain outcome” “I am able to identify relevant processes and procedures, interpret and apply them” “The information I need is provided at the right time, in a way I can easily understand, so that I can make informed decisions” “I have the expertise and access to specialists I need to confidently manage the customer's enquiries” Be credible and Trustworthy Themes: Credibility, transparency, demonstrate expertise Genuine intent Know me and my journey Be credible and trustworthy Empower me
  • 9. 9© Duarte, Inc. 2014 9 BARRIERS TO MEASURING THE SUCCESS OF OUR WORK 1. Don't have the know-how 2. Don't see the value 3. Don't have the courage “Wah! We don’t have the time/ scope/access”
  • 10. 10© Duarte, Inc. 2014 EXPERIENCE MATTERS Your customer’s overall experience with a product or service motivates a response, which drives business outcomes. Impact to the organisation How customers (and staff) RESPOND How customers (and staff) FEEL or EXPERIENCE What organisations DO
  • 11. 11© Duarte, Inc. 2014 CALCULATE THE IMPACT Let’s practise *https://www.the-cma.org/disciplines/analytics/archive/top-10-call-centre-metrics Measure Objective Impact NPS + Average spend for Promotor/Passive/ Detractor Move Detractors to Passives and Passives to Promotors Increase customer lifetime value (CLT) and cost to serve. Unsubscribe/Uninstall/ Cancel service + Reasons Reduce customer churn Increase customer lifetime value (CLT) ‘How did you hear about us?’ Social media data Increase ‘Shares’ and WOM referrals Reduce ave. customer acquisition costs # Complaints + theme. Call centre data Reduce complaints and calls related to a specific topic Reduce costs to manage complaints Reduce call centre costs Time to complete task Improve usability and onboarding on enterprise system Reduce training costs Increase productivity (FTE hours) Error rate, re-work Reduce # errors Increase staff satisfaction Reduce TAT Nothing Ignore our customer’s issues Cost of NOT doing anything Up to $1 MILLION Call Centre Cost, per second increase, annually*
  • 12. 12© Duarte, Inc. 2014 12 BARRIERS TO MEASURING THE SUCCESS OF OUR WORK 1. Don't have the know-how 2. Don't see the value 3. Don't have the courage “Wah! If we don’t measure it, at least we can’t have been wrong…”
  • 13. 13© Duarte, Inc. 2014 NEXT STEPS 1. Understand your stakeholders. How are they KPI'd? How are staff rewarded? What does success look like to them? 2. Be clear on the objectives of your work and identify measures of success. Ask for an introduction to people within the business who can help you gain access to internal metrics and quantify your work. Be sure to collect baseline measures and ask what amount of change would be meaningful to the business. 3. Prioritise journey episodes and select one to focus on. Try to identify at least one solicited, behavioural, and operational measure for the episode you selected. If you’re not sure, reach out to your colleagues. 4. Calculate the impact. For those three metrics, try to define the business impact, and calculate the financial outcomes. 5. Ask yourself. What would be the impact on revenue if you reduced calls to the call centre by 2%? Reduced the time it takes to do a task by 25%? 6. Embrace your ugly baby! The greatest barrier to success is not doing anything…
  • 14. 14© Duarte, Inc. 2014 14© Duarte, Inc. 2014 If your salary was directly tied to the business outcomes you create... What would you do differently?
  • 15. 15© Duarte, Inc. 2014 Thankyou! LinkedIn: Johanna Tibbertsma Twitter: @goodforthongs Have questions? Reach out!

Hinweis der Redaktion

  1. I was at a service design conference a year and a half ago, and noticed that all the speakers spoke incredibly passionately about work they’ve done, very few mentioned how they measured their success. I later asked one of the presenters how she convinces stakeholders to hire her agency besides blind faith. She said well often by the time they reach out to us they’ve simply tried everything.
  2. In the industry we also talk a lot about hypotheses and experimentation and the scientific method, but turn a blind eye to one of the most critical elements: Measurement and analysis. UX professionals will be under increasing pressure to demonstrate the value of CX investment and our value as a profession. We’re pretty good at qualitative research and telling compelling user and customer stories, but it is quant measures that will give us credibility. 
  3. So I started thinking...what are some barriers to measuring our impact? We don’t know how… We don’t know why… We don’t want to… And I’m going to explore these in a little more depth and provide some suggestions for what we could be doing about them.   Some of these recommendations will seem intuitive, but the reality is that within our design teams we're not doing it consistently enough. Sometimes we just need a bit of a refresher about what we could be doing, and stretch our thinking beyond qualitative-feedback and NPS. 
  4. I can already feel some of you recoiling into their seats…I know quant seems hard but it is unbelievably useful to get your head around some of these basic concepts. Half the problem of measuring the success of our work is we don’t collect the baseline measures, so by the end of the project, we can’t tell if anything has changed. And we don't think to ask for metrics because we don't know what to ask for! So here’s some tactical stuff to get your inspiration flowing.
  5. We can think about measurement across three broad categories. Why do we triangulate them? Because not all customers will respond to solicited feedback requests We need behavioural data because only 10-20% of human behaviour, on average, can be explained by what we SAY we'll do. But behavioural data on it’s own won’t tell you why they behaved in a certain manner. Because operational data has the ability to quickly highlight issues as they’re occurring, but won’t tell you how customers feel.
  6. We also want to try to measure at three levels. At an organisation level, we’re looking at overall organisational performance, customer attitudes towards an organisation as a whole. Things like how environmentally sustainable or how positive a company is are likely to crop up at this level. At a service level, the measures focus on the end to end, overall experience of a specific journey. They reflect cross-business level performance, but aren’t always very diagnostic, that is, they don’t tell us WHY an overall experience was compromised. At an episode level, we’re looking to measure specific interactions within a journey. Here we’re trying to understand the cause of a service level outcome. These measures are more likely to reflect business unit or team or touchpoint performance. As we move down the pyramid, the number of things you measure is likely to increase too. I’m going to focus on the episode and service level because that probably the space most of us are likely to be working in. So how do apply it?
  7. How do we apply it. Let’s start with an asset a lot of you already have- the journey map. Here we have a very standard purchase journey, with the physical and digital touchpoints mapped. All of you should be able to identify one of these phases you’re currently working in. Using the website as an example, what’s one Solicited feedback measure you could use? What about a Behavioural one? Operational one? Now if we break one of those stages down at a task level or process flow, we can start to put a measure against each stage of that flow. Fascinatingly, if you have a 95% chance of nailing each one of these, there’s still only a 60% chance that your customer will have a seamless end to end experience. UX designer folks: The interactions in a customer journey are just like the steps in a user flow. Go back to your user flows, identify the key actions and end to end goal, and identify measures for each of those pages. Enterprise folks: I’ve used a customer purchase example but designing for employee experience follows the same principles. But it’s not just the moments and tasks in the journey we want to measure. We also want to measure how the customers FELT. It is the moment need + the experience need that creates value for a customer and drives them to action.
  8. How do we measure experience? Well a really simple way is to leverage the experience principles you’ve probably got in your organisation, and create a couple of survey items that assess how well you’re achieving that. And don’t forget employee experience. A lot of the time, our staff need the same things emotionally, as our customers. And by some accounts less than 10% of staff experiences are designed. We push business process onto customers and staff rather than design for real customer need. Ask yourself… What are employees experiencing and feeling while trying to complete a task? When does employee experience directly impact the customer? What is the impact of the experience on staff engagement? Where are there opportunities to make the process more efficient and pleasurable for staff?
  9. Also masquerades as “I don't have the time/scope/access.” I think we know in our hearts that UX is a valuable exercise, but until we can make that value tangible and communicate to the business in a language they can understand, **** experience design will continue to feel like an expensive luxury. You’ll always get hardline stakeholders who are like you know what at the end of the day we are here to do x. Why should I care how people feel?
  10. And here’s what you’ll tell them. Ultimately, designing for experience is about driving a response, which in turn, has impacts to the organisation. When we can articulate the impact that a change in customer or staff behavior, that you created, this stuff becomes extraordinarily powerful.
  11. Here are just a few basic examples of measures you can use to work out if you’re tracking to a project objective, and the impact it has financially on the organisation. Find out what the marketing spend is per customer gained. Find out what one second in a call centre costs your business. It’ll blow your mind. Find out what it costs for a complaint to handled by your internal complaints team, versus handled in the frontline. Find out what is costs the government to chase people up when they haven’t paid their water bill. Pick a metric that your organisation cares about, and find out why that metric matters so much in financial terms. In the Workers Compensation scheme in icare, we care about the average number of days an injured worker spends off work. Because if we can improve that by just one day, through improvements in our processes, it’s worth millions annually. We hear that designing for customer experience is expensive, but actually if it’s done right, it should reduce costs
  12. "If we don't measure it, we can't have failed..." Measuring our success takes courage. It's human nature to place higher value in the things we've created you know? Because we've built this attachment to something and take immense pride in our work, and we don't want to hear negative feedback. Like a baby, no-one wants to admit their baby is ugly. Who here has an ugly baby? Ohh ok couple of terrible parents up the back. Who was an ugly baby? Yeah you were, you didn't have to put your hand up, we already knew.  But you know what? It's okay if your baby is ugly. Because this is a baby you can control. But not measuring is crazy. It's like putting money into Bitcoin and never opening your Wallet to check your balance. Don't you want to know what's happening to your investment? The market could have crashed! You could be homeless! But you're just throwing thousands more dollars into something you don't even know is working! "But Jo, what if we don't see an effect?" Well changing customer and organisational behaviour can be slow. Just because you don't see an effect immediately doesn't mean you won't reap the benefits 6 or 12 months down the track. A core concepts of agile methodology is continuous improvement. If we don't measure continuously, how can we improve?  Or maybe you've chosen the wrong metric. I did some work with a large financial institution once, we'll call them BommCank. To protect their privacy. We wanted to test whether improvements to signage around the ATMs would change customer behaviour in the lobbies, and one of the outcomes we were looking for was an increase in transactions at the ATMs. So we picked our 6 branches and collected data for the 6 week trial period. Do you think we saw the increase we were looking for? No. Upon reflection I realised wait why would we expect clearer signage to increase number of transactions? You're either looking for an ATM or you're not. So we were looking at the wrong metric.  Or maybe there is no effect. And that's great too. Because it means you need to try something else, which is what experimentation is all about. We should be emphasising fast learning, not success or fail.  If all else fails…just don’t tell anyone! ;)
  13. Guys I know it's out of our comfort zones, I know it’s overwhelming. Which is why I've broken off a few bite sized chunks for you and written down some very simple next steps which you can work on for your very next project. 1. As I mentioned before, most of the reason we aren’t able to measure our success is because we don’t know what to ask for up front and therefore we don’t have baseline measures. 2. You don’t have to do the analysis, you just need to know what to ask for. Make friends with CFO, Business Analysts and Actuaries. There are nerds in your organisation who live and breathe this.
  14. Some of you would be homeless. That’s nervous laughter. I’m kidding. Thankyou for listening!