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Using market build to inform global
product innovation decisions
Ani Chatterjee
Becton Dickinson
Alex Zhu
SKIM
Who is BD?
2
FORTUNE 500 company
Locations in more than 50 countries
Nearly 30,000 associates worldwide
Serves healthcare institutions, life science researchers,
clinical laboratories and the general public
Sells a broad range of medical supplies and services,
devices, laboratory equipment and diagnostic products
500
50
30k
BD Locations
3
Industrialized Markets
Emerging Markets
Latin America - 1952
• ~5,200 Associates
• 8 Countries, 5 Plants
U.S.A. - 1897
• ~12,000 Associates
• 29 Plants
•
Canada - 1951
• ~550 Associates
• 1 Plant
Asia Pacific - 1971
• ~4,600 Associates
• 16 Countries, 5 Plants
India - 1995
• ~550 Associates
China - 1994
• ~2,200 Associates
Europe - 1952
• ~6,000 Associates
• 21 Countries, 10 Plants
•
Japan - 1971
• ~600 Assxociates
• 1 Plant
EMA - 1994
•~ 250 Associates
• 10 Countries
*note: last updated April 2013
Critical Care Molecular and ProteomicsUrine Collection
BD PAS: Leaders in Specimen Collection
4
BD Microtainer®
Contact-Activated Lancet
BD Vacutainer® Push Button
Blood Collection Set
BD Vacutainer® Blood collection tubes
Urinalysis
Products
BD Microtainer® Blood
Collection Tubes
Microbiology
Products
PAXgene® Blood RNA System
BD Vacutainer® Laboratory Consulting Services
ABG Products
Venous collection Capillary Collection
Customer centricity drives innovation
5
• VOC
• Outcome-Driven Innovation
Needs
Assessment
Identify the most promising
innovation opportunities
Ethnography
• Observation Research
• Interviews
Identify the customer behaviors
you want to change
Market sizing
• Segmentation
• Size and Growth
Characterize the commercial
landscape for the innovation
Benefits study
Concept
Research
• Choice Models
• Market Simulation
Prioritize customer requirements
to justify innovation opportunity
• Concept Ideation
• Design and Usability
Research
Develop concepts that
address customer needs
6
3 3
3 3
3 3
3 3
3
3
3
3
3 3
3 3
3 3
3 3
3 3
3 3
3 3
3 3
3 3
3 3
3 3
3 3
3
3
3
3
3 3
3 3
3 3
3 3
3 3
3 3
3 3
3 3
Frame the Market Quantify the Market Prioritize Opportunities
 Examine the market through
several lenses, e.g.,
– Regions / countries
– Settings of care
– Context of blood collection
 Lenses chosen to align with
value propositions of
innovation concept
 Cut quantitative data to fill in
details for each “cell”
– Size
– Growth
– Profitability
 Both current and projected
market
 Develop a preliminary
assessment of market
opportunities
– Based on key quantitative
data and BD ability to
address with concept
 Prioritize opportunities and
align with development
strategy (concept
downselection)
Market build
Key behaviors often hidden beneath sales data reporting
7
Who is using it?
Where are they
using it?
What are they
doing with it?
And WHY?
Account
ED
ICU
OR
8
Informing Global Innovation
Decisions Of A Blood Draw Device
Case study
• Acute care settings: ED, OR, ICU
• Region: US, EU5
• Target audience: Nurses, PAs, RTs
As a key step in innovation process, we needed to evaluate
the commercial opportunity
9
• VOC
• Outcome-Driven Innovation
Needs
Assessment
Identify the most promising
innovation opportunities
Ethnography
• Observation Research
• Interviews
Identify the customer behaviors
you want to change
Market sizing
• Segmentation
• Size and Growth
Characterize the commercial
landscape for the innovation
Benefits study
Concept
Research
• Choice Models
• Market Simulation
Prioritize customer requirements
to justify innovation opportunity
• Concept Ideation
• Design and Usability
Research
Develop concepts that
address customer needs
But we had a few challenges in characterizing the
commercial landscape
10
• Practices across hospitals or
even across departments within a
hospital vary significantly
• Value proposition of the concept
is highly dependent on the draw-
scenario use case
• Sales reporting often gives an
incomplete picture
How many blood draws
does a new device
potentially serve?
11
Conceptually it is similar to create a Super Bowl fan map
12
Map out how users draw blood for a specific scenario and
size each cell in this behavior matrix
13
Department (ED, ICU, OR, PICU/NICU)
Arterial
Single-
draw
Tube
LineStick
Multi-
draw
Syringe
Blood gas
syringe
Venous Capillary
Country (US+EU5)
Device used
Sample type
Draw
Scenario
Access type
Clinical
setting
Region
Layering over with innovation concepts’ ability to serve
14
Department (ED, ICU, OR, PICU/NICU)
Arterial
Single-
draw
Tube
LineStick
Multi-
draw
Syringe
Blood gas
syringe
Venous Capillary
Country (US+EU5)
Device used
Sample type
Draw
Scenario
Access type
Clinical
setting
Region
Essentially we need to build the market from bottom-up
15
# of ED visits
% of visits drawing
blood for a specific
scenario
# of
draws/visit
# of EDs
% of EDs drawing
blood for a
specific scenario
# of draws for EDs
conducting a specific
scenario
Top-Down Bottom-Up
volume
volume
Market build framework
16
• Number of
departments (ED,
OR, ICU and etc.)
• Multiple national
reputable sources
(e.g. American
Association for the
Surgery of Trauma)
• Percentage of
departments using a
specific type of blood
draw
• Avg. annual number
of a specific type of
blood draws per
setting
• Proportion of draws
by segment (sample
type, access type,
scenario and device)
• Triangulation is the
key
• Mean vs. median
• Sensitivity analysis
(25th/75th percentile,
error bar)
• Sales data
• Cross-check with
reputable published
data (e.g. AHA, CDC)
Primary data Secondary data Risk mitigation
Survey instrument design
17
Sample a large gen
pop of acute care AHPs
Main Survey
• Hospital level information
• Whether their department utilizes a specific draw
• De-duplicate with identifier such as zip code
• Department level information (over-quota)
• Patient load
• % of patients requiring a specific blood draw
• Daily # of such blood draws per patient
• Days of admission
• AHPs conducting a higher number of such blood
draws
• Individual practice level information
Screening
Extended screener
Screening
National#ofdrawsUserBehavior
18
Informing concept selection using market build
Concept 1 Concept 2 Concept 3
Scenario 1
Stick
syringe
tube
Line
syringe
Scenario 2
Stick
syringe
tube
Line
syringe
tube
= perfectly
integrates
= additional
steps
required
= does not
work
69%
40% 20% 16%
29% 37% 47%
57% 63%% of market a
concept serves
Considerations of conducting a market build
19
Create the
methodological
roadmap
Differentiate
“must-know”
from “nice-to-
know”
Get the input
right
Impact for the business
20
• Inform department and country prioritization for next steps in
market research
• Gain a better understanding of customer behaviors and
better position the concept
• Support ongoing R&D investment decisions
• Quantify behaviors to change in order to drive health
outcomes (HEOR modeling)
Success Factors and
Takeaways
21
Success factors
22
• Define the minimal level of clarity for decision-making at outset
• Structure the approach systematically
• Constantly align with marketing, R&D and strategy
• Triangulation is the key for senior management support
Takeaways
23
• A market build provides a more realistic view of opportunity
especially when market segments are better characterized by
users’ behaviors than demographics
• A market build is very useful to inform innovation decisions
throughout the research & development process
Contact us
Ani Chatterjee
Manager Strategic Innovation, BD
Aniruddha_Chatterjee@bd.com
Alex Xiaogung Zhu
Manager, SKIM
a.zhu@skimgroup.com

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Using Behavior-based Market Sizing to Inform Global Medical Device Innovation Decisions

  • 1. 1 Using market build to inform global product innovation decisions Ani Chatterjee Becton Dickinson Alex Zhu SKIM
  • 2. Who is BD? 2 FORTUNE 500 company Locations in more than 50 countries Nearly 30,000 associates worldwide Serves healthcare institutions, life science researchers, clinical laboratories and the general public Sells a broad range of medical supplies and services, devices, laboratory equipment and diagnostic products 500 50 30k
  • 3. BD Locations 3 Industrialized Markets Emerging Markets Latin America - 1952 • ~5,200 Associates • 8 Countries, 5 Plants U.S.A. - 1897 • ~12,000 Associates • 29 Plants • Canada - 1951 • ~550 Associates • 1 Plant Asia Pacific - 1971 • ~4,600 Associates • 16 Countries, 5 Plants India - 1995 • ~550 Associates China - 1994 • ~2,200 Associates Europe - 1952 • ~6,000 Associates • 21 Countries, 10 Plants • Japan - 1971 • ~600 Assxociates • 1 Plant EMA - 1994 •~ 250 Associates • 10 Countries *note: last updated April 2013
  • 4. Critical Care Molecular and ProteomicsUrine Collection BD PAS: Leaders in Specimen Collection 4 BD Microtainer® Contact-Activated Lancet BD Vacutainer® Push Button Blood Collection Set BD Vacutainer® Blood collection tubes Urinalysis Products BD Microtainer® Blood Collection Tubes Microbiology Products PAXgene® Blood RNA System BD Vacutainer® Laboratory Consulting Services ABG Products Venous collection Capillary Collection
  • 5. Customer centricity drives innovation 5 • VOC • Outcome-Driven Innovation Needs Assessment Identify the most promising innovation opportunities Ethnography • Observation Research • Interviews Identify the customer behaviors you want to change Market sizing • Segmentation • Size and Growth Characterize the commercial landscape for the innovation Benefits study Concept Research • Choice Models • Market Simulation Prioritize customer requirements to justify innovation opportunity • Concept Ideation • Design and Usability Research Develop concepts that address customer needs
  • 6. 6 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 Frame the Market Quantify the Market Prioritize Opportunities  Examine the market through several lenses, e.g., – Regions / countries – Settings of care – Context of blood collection  Lenses chosen to align with value propositions of innovation concept  Cut quantitative data to fill in details for each “cell” – Size – Growth – Profitability  Both current and projected market  Develop a preliminary assessment of market opportunities – Based on key quantitative data and BD ability to address with concept  Prioritize opportunities and align with development strategy (concept downselection) Market build
  • 7. Key behaviors often hidden beneath sales data reporting 7 Who is using it? Where are they using it? What are they doing with it? And WHY? Account ED ICU OR
  • 8. 8 Informing Global Innovation Decisions Of A Blood Draw Device Case study • Acute care settings: ED, OR, ICU • Region: US, EU5 • Target audience: Nurses, PAs, RTs
  • 9. As a key step in innovation process, we needed to evaluate the commercial opportunity 9 • VOC • Outcome-Driven Innovation Needs Assessment Identify the most promising innovation opportunities Ethnography • Observation Research • Interviews Identify the customer behaviors you want to change Market sizing • Segmentation • Size and Growth Characterize the commercial landscape for the innovation Benefits study Concept Research • Choice Models • Market Simulation Prioritize customer requirements to justify innovation opportunity • Concept Ideation • Design and Usability Research Develop concepts that address customer needs
  • 10. But we had a few challenges in characterizing the commercial landscape 10 • Practices across hospitals or even across departments within a hospital vary significantly • Value proposition of the concept is highly dependent on the draw- scenario use case • Sales reporting often gives an incomplete picture
  • 11. How many blood draws does a new device potentially serve? 11
  • 12. Conceptually it is similar to create a Super Bowl fan map 12
  • 13. Map out how users draw blood for a specific scenario and size each cell in this behavior matrix 13 Department (ED, ICU, OR, PICU/NICU) Arterial Single- draw Tube LineStick Multi- draw Syringe Blood gas syringe Venous Capillary Country (US+EU5) Device used Sample type Draw Scenario Access type Clinical setting Region
  • 14. Layering over with innovation concepts’ ability to serve 14 Department (ED, ICU, OR, PICU/NICU) Arterial Single- draw Tube LineStick Multi- draw Syringe Blood gas syringe Venous Capillary Country (US+EU5) Device used Sample type Draw Scenario Access type Clinical setting Region
  • 15. Essentially we need to build the market from bottom-up 15 # of ED visits % of visits drawing blood for a specific scenario # of draws/visit # of EDs % of EDs drawing blood for a specific scenario # of draws for EDs conducting a specific scenario Top-Down Bottom-Up volume volume
  • 16. Market build framework 16 • Number of departments (ED, OR, ICU and etc.) • Multiple national reputable sources (e.g. American Association for the Surgery of Trauma) • Percentage of departments using a specific type of blood draw • Avg. annual number of a specific type of blood draws per setting • Proportion of draws by segment (sample type, access type, scenario and device) • Triangulation is the key • Mean vs. median • Sensitivity analysis (25th/75th percentile, error bar) • Sales data • Cross-check with reputable published data (e.g. AHA, CDC) Primary data Secondary data Risk mitigation
  • 17. Survey instrument design 17 Sample a large gen pop of acute care AHPs Main Survey • Hospital level information • Whether their department utilizes a specific draw • De-duplicate with identifier such as zip code • Department level information (over-quota) • Patient load • % of patients requiring a specific blood draw • Daily # of such blood draws per patient • Days of admission • AHPs conducting a higher number of such blood draws • Individual practice level information Screening Extended screener Screening National#ofdrawsUserBehavior
  • 18. 18 Informing concept selection using market build Concept 1 Concept 2 Concept 3 Scenario 1 Stick syringe tube Line syringe Scenario 2 Stick syringe tube Line syringe tube = perfectly integrates = additional steps required = does not work 69% 40% 20% 16% 29% 37% 47% 57% 63%% of market a concept serves
  • 19. Considerations of conducting a market build 19 Create the methodological roadmap Differentiate “must-know” from “nice-to- know” Get the input right
  • 20. Impact for the business 20 • Inform department and country prioritization for next steps in market research • Gain a better understanding of customer behaviors and better position the concept • Support ongoing R&D investment decisions • Quantify behaviors to change in order to drive health outcomes (HEOR modeling)
  • 22. Success factors 22 • Define the minimal level of clarity for decision-making at outset • Structure the approach systematically • Constantly align with marketing, R&D and strategy • Triangulation is the key for senior management support
  • 23. Takeaways 23 • A market build provides a more realistic view of opportunity especially when market segments are better characterized by users’ behaviors than demographics • A market build is very useful to inform innovation decisions throughout the research & development process
  • 24. Contact us Ani Chatterjee Manager Strategic Innovation, BD Aniruddha_Chatterjee@bd.com Alex Xiaogung Zhu Manager, SKIM a.zhu@skimgroup.com