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The only way
is mobile
Julia Lang Bill Salokar
Analyst VP, Client Solutions
SKIM SKIM
Drug forecasting in the age
of personalised medicine
An innovative approach to drug forecasting
– in-the-moment mobile research enables
collection of robust data close to
the point of prescription.
Drug forecasting in the age of personalised medicine
The only way is mobile
Crowded markets, increasingly diverse patient groups
Setting the context…
A
B
C
Crowded markets, increasingly diverse patient groups
Forecast gets
more difficult
No more
generalisation
Setting the context…
Over-generalisation or excessive cognitive burden compromise data
Conventional methods don’t cut it
Too simple Too complex
- Emotions wear off
- Recall fades
- Answer solely based on rational factors (e.g. hard clinical facts)
+ Based on more softer factors
+ Easier to recall why
+ Answer based on a combination of soft (irrational) and hard (rational) factors
OCCURRENCE MEASUREMENT
OCCURRENCE MEASUREMENT
The
only way
is mobile
Simplify data collection, but account for market complexity
Account for complexity simply
3 minutes of
mobile closed-
ended questions
2 minute
voice memo
Forms via direct
mail
15 minute
online survey
Simple & quick
to complete
Individual, unique & representative data
Actual patients, no
generalizations
Collection of focussed, relevant information
EGFR+ EGFR+
Valid outcomes
Core forecast data gathered
Robust forecasting based on high sample of cases
3%
4%
4%
18%
8%
44%
16%
EGFR+
12%
8%
3%
4%
4%
16%
6%
37%
6%
EGFR+
Docetaxel mono
Alimta (+/- cis/carbo)
Other chemo
Tarceva (+/- cis/carbo)
Iressa (+/- cis/carbo)
Giotrif mono
Xalkori mono
Clinical Trials
Other
Product A
Product B
Product D
Product E
All 4 new
products
launched
Patientshares
Future Market Future Market
Only A & E
launched
Current Market
7%
5%
3%
4%
4%
15%
5%
34%
6%
EGFR+
11% 10% 7%
32%
22%
7%
18%
34%
64%
39%
35%
21%
Product E
Product D
Product B
Product A
10%
4%
13%
25%
11% 9%
17% 26%
25%
22%
25%
18% 21%
42% 34%
50%
67%
38%
21%
31%
31%
36%
13% 11% 13%
50%
39%
Collection of focussed, relevant information
Patient data gives further insight
Patient Comorbidities Patient ECOG Group
Collection of focussed, relevant information
Qualitative data provides depth
Product E Product A Product B Product D
60%
40%
0%
0%
0%
13%
(Very) Good OS/PFS
Good safety profile
Good experience in
Melanoma
No Docetaxel: wide
applicability
It is a single agent
Oral formulation
advantageous
17%
7%
0%
0%
0%
0%
33%
17%
0%
0%
0%
0%
33%
20%
23%
10%
13%
0%
Insight into drivers of choice
Qualitative data provides depth
Physicians are impressed
with Product E’s efficacy
Product D - innovative
therapy with good efficacy
(in melanoma)
Benefits…
Robust data – patient records
without associated problems
Applications in market potential,
segmentation, Tx pathway
Less post-rationalisation responses
close to point of prescription
Accounts for indications with wide variety of
patient types, or highly individualised treatment
(e.g. biomarker-based treatment)
Practical considerations
Some over-recruitment needed
Incentives to maximise
participation
Not necessarily cheaper than
current methods
Mobile increases accuracy of forecast by adding patient level insights
Business impact
Use
data in
comms
80%
Impact on positioning
Clear patient types Differentiation Positioning
increase in
confidence
at every level
Business impact
Questions?

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PMRC USA 2017 - Mobile Forecasting in the Age of Personalized Medicine

  • 1. The only way is mobile Julia Lang Bill Salokar Analyst VP, Client Solutions SKIM SKIM Drug forecasting in the age of personalised medicine
  • 2. An innovative approach to drug forecasting – in-the-moment mobile research enables collection of robust data close to the point of prescription. Drug forecasting in the age of personalised medicine The only way is mobile
  • 3. Crowded markets, increasingly diverse patient groups Setting the context… A B C
  • 4. Crowded markets, increasingly diverse patient groups Forecast gets more difficult No more generalisation Setting the context…
  • 5. Over-generalisation or excessive cognitive burden compromise data Conventional methods don’t cut it Too simple Too complex
  • 6. - Emotions wear off - Recall fades - Answer solely based on rational factors (e.g. hard clinical facts) + Based on more softer factors + Easier to recall why + Answer based on a combination of soft (irrational) and hard (rational) factors OCCURRENCE MEASUREMENT OCCURRENCE MEASUREMENT
  • 8. Simplify data collection, but account for market complexity Account for complexity simply 3 minutes of mobile closed- ended questions 2 minute voice memo Forms via direct mail 15 minute online survey
  • 9. Simple & quick to complete
  • 10. Individual, unique & representative data Actual patients, no generalizations
  • 11. Collection of focussed, relevant information EGFR+ EGFR+ Valid outcomes
  • 12. Core forecast data gathered Robust forecasting based on high sample of cases 3% 4% 4% 18% 8% 44% 16% EGFR+ 12% 8% 3% 4% 4% 16% 6% 37% 6% EGFR+ Docetaxel mono Alimta (+/- cis/carbo) Other chemo Tarceva (+/- cis/carbo) Iressa (+/- cis/carbo) Giotrif mono Xalkori mono Clinical Trials Other Product A Product B Product D Product E All 4 new products launched Patientshares Future Market Future Market Only A & E launched Current Market 7% 5% 3% 4% 4% 15% 5% 34% 6% EGFR+
  • 13. 11% 10% 7% 32% 22% 7% 18% 34% 64% 39% 35% 21% Product E Product D Product B Product A 10% 4% 13% 25% 11% 9% 17% 26% 25% 22% 25% 18% 21% 42% 34% 50% 67% 38% 21% 31% 31% 36% 13% 11% 13% 50% 39% Collection of focussed, relevant information Patient data gives further insight Patient Comorbidities Patient ECOG Group
  • 14. Collection of focussed, relevant information Qualitative data provides depth Product E Product A Product B Product D 60% 40% 0% 0% 0% 13% (Very) Good OS/PFS Good safety profile Good experience in Melanoma No Docetaxel: wide applicability It is a single agent Oral formulation advantageous 17% 7% 0% 0% 0% 0% 33% 17% 0% 0% 0% 0% 33% 20% 23% 10% 13% 0%
  • 15. Insight into drivers of choice Qualitative data provides depth Physicians are impressed with Product E’s efficacy Product D - innovative therapy with good efficacy (in melanoma)
  • 16. Benefits… Robust data – patient records without associated problems Applications in market potential, segmentation, Tx pathway Less post-rationalisation responses close to point of prescription Accounts for indications with wide variety of patient types, or highly individualised treatment (e.g. biomarker-based treatment)
  • 17. Practical considerations Some over-recruitment needed Incentives to maximise participation Not necessarily cheaper than current methods
  • 18. Mobile increases accuracy of forecast by adding patient level insights Business impact Use data in comms 80%
  • 19. Impact on positioning Clear patient types Differentiation Positioning
  • 20. increase in confidence at every level Business impact