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Impact of Abuse Deterrent Opioids on
Street Prices
Nabarun Dasgupta
Chief Data Scientist
Epidemico, Inc.
RADARS System
Annual Meeting
Washington, DC
May 6, 2016
Slides at
@epidemico
External Referrals
Find Treatment
SAMHSA, ADIN, DroguesInfoService.fr,
L’ANAPAA, DBDD
Overdose Prevention
Medication safety sites, HRC, naloxone
Safe Storage, Disposal & Takeback
FDA, Health Products Stewardship
Association
Safe Pain Management & Advocacy
Canadian Pain Coalition,
PainAustralia.org, RBK Stuttgart
Harm Reduction
HRC, EuroHRN
Unique Visitors per Day
250
1641
2439
3252
Mobile
Accounts for 74%
of visits
Search
87% of visits come
from organic search
1.2 Million visitors per year
2013
2016
Visitor DemographicsBased on 58% of known demographics from Google account users
19%
Male
35+ years-old
40%
Male
18-34 years-old
16%
Female
35+ years-old
23%
Female
18-34 years-old
As captured by Google Analytics. January 1 through March 31, 2016
7.0%
6.4%
5.8%
4.6%
Who is Likely to Submit a Price?
Percent of visitors, 58% of known Google Account users, 1Q2016
18-24 years-old
25-34 years-old
35-44 years-old
45+ years-old
MethodsDo different deterrence strategies result in discernible street price differences?
STEP1
STEP3
STEP2
STEP4
USA Data in USD
Nov 1, 2010 through Apr 30, 2016
Solid oral formulations
Compare unprotected to ADF
price per milligram, within
active ingredient
Geometric means and 95% CI
N = 139,434
Non-parametric Wilcoxan
rank-sum (Mann-Whitney)
tests
(Partial-) Antagonists: Subutex vs. Suboxone
Prodrugs: morphine vs. codeine; Vyvanse vs. Adderall
Phyical barriers: Zohydro vs. IR hydrocodone vs. Hysingla ER; OxyContin OC vs. OP;
Opana ER original vs. reformulation; Xartemis XR vs. IR oxycodone;
IR hydromorphone vs. Exalgo; Ritalin vs. Concerta; morphine
Not enough data to evaluate yet:
Targin(iq), Oxytrex, Oxecta, Quillivant XR, Talwin, Amrix, Xtampza ER, MorphaBond
Hydromorphone
$2.63/mg
Oxymorphone
$1.47/mg
Hydrocodone
$0.79/mg
Oxycodone
$0.92/mg
Morphine
$0.36/mg
Buprenorphine
$2.12/mg(Suboxone)
Tapentadol
$0.15/mg
Methylphenidate
$0.36/mg
Amphetamine
$0.36/mg
Percent Discount for ADF Versions
Putative abuse-deterrent formulation versus unprotected formulations with same active ingredient, using statistical comparison that is less influenced by outliers.
Physical Barrier Prodrug(Partial-)
Antagonist
Concerta
Exalgo
OpanaER
OxyContinOP
ZohydroER(1st)
Vyvanse
codeine
Suboxone
tablet
XartemisXR
p<.01
Z 24
p<.01
Z 57
p<.01
Z 5.9
p<.02
Z 2.4
p=.02
Z 2.4
p<.01
Z 9.1
p<.01
Z 19
p=.58
Z 0.5
p=.48
Z .71
Suboxone
Film
3%
RitalinLA
p<.01
Z 4.1
NucyntaER
p=.05
Z 1.9
HysinglaERp<.01
Z 4.0
p=.67
Z .43

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Impact of Abuse Deterrent Opioids on Street Prices

  • 1. Impact of Abuse Deterrent Opioids on Street Prices Nabarun Dasgupta Chief Data Scientist Epidemico, Inc. RADARS System Annual Meeting Washington, DC May 6, 2016 Slides at @epidemico
  • 2.
  • 3. External Referrals Find Treatment SAMHSA, ADIN, DroguesInfoService.fr, L’ANAPAA, DBDD Overdose Prevention Medication safety sites, HRC, naloxone Safe Storage, Disposal & Takeback FDA, Health Products Stewardship Association Safe Pain Management & Advocacy Canadian Pain Coalition, PainAustralia.org, RBK Stuttgart Harm Reduction HRC, EuroHRN
  • 4. Unique Visitors per Day 250 1641 2439 3252 Mobile Accounts for 74% of visits Search 87% of visits come from organic search 1.2 Million visitors per year 2013 2016
  • 5. Visitor DemographicsBased on 58% of known demographics from Google account users 19% Male 35+ years-old 40% Male 18-34 years-old 16% Female 35+ years-old 23% Female 18-34 years-old As captured by Google Analytics. January 1 through March 31, 2016
  • 6. 7.0% 6.4% 5.8% 4.6% Who is Likely to Submit a Price? Percent of visitors, 58% of known Google Account users, 1Q2016 18-24 years-old 25-34 years-old 35-44 years-old 45+ years-old
  • 7. MethodsDo different deterrence strategies result in discernible street price differences? STEP1 STEP3 STEP2 STEP4 USA Data in USD Nov 1, 2010 through Apr 30, 2016 Solid oral formulations Compare unprotected to ADF price per milligram, within active ingredient Geometric means and 95% CI N = 139,434 Non-parametric Wilcoxan rank-sum (Mann-Whitney) tests (Partial-) Antagonists: Subutex vs. Suboxone Prodrugs: morphine vs. codeine; Vyvanse vs. Adderall Phyical barriers: Zohydro vs. IR hydrocodone vs. Hysingla ER; OxyContin OC vs. OP; Opana ER original vs. reformulation; Xartemis XR vs. IR oxycodone; IR hydromorphone vs. Exalgo; Ritalin vs. Concerta; morphine Not enough data to evaluate yet: Targin(iq), Oxytrex, Oxecta, Quillivant XR, Talwin, Amrix, Xtampza ER, MorphaBond
  • 17. Percent Discount for ADF Versions Putative abuse-deterrent formulation versus unprotected formulations with same active ingredient, using statistical comparison that is less influenced by outliers. Physical Barrier Prodrug(Partial-) Antagonist Concerta Exalgo OpanaER OxyContinOP ZohydroER(1st) Vyvanse codeine Suboxone tablet XartemisXR p<.01 Z 24 p<.01 Z 57 p<.01 Z 5.9 p<.02 Z 2.4 p=.02 Z 2.4 p<.01 Z 9.1 p<.01 Z 19 p=.58 Z 0.5 p=.48 Z .71 Suboxone Film 3% RitalinLA p<.01 Z 4.1 NucyntaER p=.05 Z 1.9 HysinglaERp<.01 Z 4.0 p=.67 Z .43