SlideShare une entreprise Scribd logo
1  sur  8
Télécharger pour lire hors ligne
leveraging the force:
How Social, Mobile, Analytics and
Cloud Technologies Are Optimizing
Clinical Development
BY DAVID KIGER
Produced by:
Leveraging the Force: How Social, Mobile, Analytics and Cloud Technologies Are Optimizing Clinical Development 2
WATCHING MY SON, REIS, OPEN AND USE A
BB-8™ DROID TOY SHOWED ME HOW INTUI-
TIVE AND USER- FRIENDLY TECHNOLOGY IS
TODAY, MAKING OUR LIVES MORE PRODUC-
TIVE AND ENJOYABLE. BB-8’s™ technologic
advances include listening and responding
through voice recognition, autonomous be-
havior while in “Patrol Mode” and an adaptive
personality where the droid’s “persona and
attitude” incrementally evolve during interac-
tions with the user. Though not worthy of a
Turing Test, this BB-8™ toy clearly indicates
that artificial intelligence, even at BB-8’s™
remedial level, impacts and shapes our lives.
This led me to think how the intersection
between technology and science can ad-
vance medicine at higher velocities, result-
ing in a healthier world - since the journey
between discovery and approved treat-
ments would be shorter and simpler.
Many in the biopharmaceutical industry feel
that protocols are becoming more complex,
leading to arduous site and patient data col-
lection efforts. This leads to intensive site,
patient and pharmaceutical professional labor
and the potential for unnecessary data collec-
tion or, at worst, significant data quality con-
cerns. Supporting this belief is a recent Tufts
Center for the Study of Drug Development
study (Tufts), one-third of procedures in Phase
III protocols collected data that are non-core,
i.e., the data does not support primary or key
secondary endpoints, regulatory require-
ments, or standard baseline assessments.i
In addition, protocol amendments are believed
to increase protocol complexity and lengthen
study duration. Modifications made to the
protocol’s description and eligibility criteria
of the patient population represent the most
common changes made per amendment. As I
watched my son play with BB-8™ over a period
of time, it struck me the droids have changed
exponentially year after year through the use of
technology, providing a more meaningful and
satisfying experience. I then thought about our
industry and, though we have technology op-
portunities all around us, the pure optimization
of quality data capture, data flow and business
processes which lead to rapid regulatory ap-
provals, still seems intangible. Therefore, how
can the biopharmaceutical industry leverage
progressive technology concepts by adopting
emerging digital technologies such as social
media, mobile, analytics and cloud (SMAC) to
optimize the drug development process? This
article explores how evolving digital technolo-
“
...it struck me the droids have
changed exponentially year
after year through the use of
technology, providing a more
meaningful and satisfying
experience. I then thought
about our industry... we have
opportunities all around us...”
leveraging the force:
How Social, Mobile, Analytics and Cloud (SMAC)
Technologies Are Optimizing Clinical Development
Companies perceived value in soliciting feedback via social media
Leveraging the Force: How Social, Mobile, Analytics and Cloud Technologies Are Optimizing Clinical Development 3
gies combined with key clinical advancements
can optimize the clinical development process.
Social Media
Multiple new uses of social media in clini-
cal development are appearing but its effect
can be hard to trace. Websites and applica-
tions that enable users to create and share
content or participate in social networking
offer new approaches to clinical trial planning,
execution and optimization. Online communi-
ties built around a disease state continue to
educate patients about treatments and have
already proven they can increase aware-
ness and engagement for clinical trials.
Web-listening applications provide a real-time
view of publicly available social information,
trends and conversations around disease
states and treatments and can make a direct
impact on feasibility studies. These applica-
tions can measure and provide insight into
patient views and experiences, and investi-
gator perceptions of a particular therapeutic
area. They allow researchers the opportu-
nity to add insights from the social sphere to
the decision mix to understand the patient
journey, competitor landscape, and the op-
portunities for potential new treatments.
According to Tufts, sponsors admitted they
were reluctant to use social media to so-
licit feedback on protocol design. However,
if concerns around privacy were addressed,
a high percentage of companies perceived
value in soliciting feedback via social media
on the convenience and feasibility of pro-
posed clinical trial and protocol design, par-
ticularly from investigative sites and patients.
Social media also offers huge potential to
recruit trial participants. Sponsors can learn a
great deal by sifting through patient conversa-
tions online and identifying patients who might
be a potential fit. In addition, a better under-
standing of the sites where patients engage
can impact channel selection for marketing a
trial. Because patient targeting can be done
accurately, it can impact the location of the trial.
It’s important to note however, clinical research
requires that the use of any media must be
compliant to ensure no accidental unblinding
of study treatment information occurs. Due
to the open nature of social media, it is dif-
ficult to prevent patients from sharing their
experiences online, whether in health forums
or on Facebook, Twitter, Weibo, or WeChat.
Social media’s role in clinical trial planning,
recruitment and management will continue to
grow especially given its potential to optimize
trials and improve trial start-up, which in turn
leads to quicker approvals and patient care.
Leveraging the Force: How Social, Mobile, Analytics and Cloud Technologies Are Optimizing Clinical Development 4
Mobile
Mobile access to the internet quickly and expo-
nentially leapt well beyond the historical stan-
dard of fixed location access like a computer
in a home, office or internet café. Gadgets like
tablets, smartphones and not-so-smart phones
are multiplying at a rate five times faster than
the growth of human population and a grow-
ing number of devices communicate only with
other devices. No other technology has had
the impact that mobile technology is having.ii
Trade shows and conferences focusing on
consumer technology increasingly promote
“eHealth” and “mHealth” gadgets and tech-
nologies. At the most recent of these events,
the International Computer Electronics Show
(CES), technology companies from all over
the world rained an infinite array of smart-
watches and medical wearables on to the
show floor in an effort to capture the worlds
burgeoning addiction to innovative gadgets.
For clinical researchers, mobile is not a new
strategy. Electronic Patient-Reported Out-
comes (ePRO) started on early versions of
PalmPilots and software vendors set up busi-
nesses to support the global distribution and
re-supply of devices to patients. The ePRO
industry has expanded to include technolo-
gies that incorporate the full spectrum of
electronic Clinical Outcomes Assessments
(eCOA), including patient-reported, clinician-
reported and observer-reported outcomes.
Increasingly, biopharmaceutical companies
prepare for BYOD (Bring Your Own Device)
technology for a subset of sites or patients
who prefer to use their own phone or tablet.
Sponsors will continue to look at this approach
as a way to minimize pass-through costs of
device hardware and distribution. eCROs are
using SMS messaging during clinical trials to
improve patient engagement and retention.
Smartphone technology has expanded into
areas of clinical trial supply management. Bar-
code/QR code technologies enable the rapid
use of inventory management within depot
and destruction facilities. This technology will
allow sites and depots to perform medica-
tion arrival functions simply and rapidly using
QR coding with the mobile user interface.
In addition, mobile devices using the lat-
est location tracking technology are also
being used to reduce distribution chal-
lenges for real-time temperature moni-
toring during transit and storage.
Analytics
To address complex business environments,
we are experiencing an explosion in the types
and volumes of data and their strategic use.
The interrogation of “big data” and the subse-
quent predictive analytics stemming from these
targeted probes can be useful throughout all
phases of clinical study development including
design, start-up, execution, and submission.
Digital analytics help sponsors define study
feasibility, identify potential patients, select
sites and investigators. Historically, CROs have
accumulated databases of investigative sites
and historical site performance. The data was
used to predict future performance and to
“
There are officially more
mobile devices than people
in the world.”
INDEPENDENT UKii
Standards influence cloud application providers
Leveraging the Force: How Social, Mobile, Analytics and Cloud Technologies Are Optimizing Clinical Development 5
recommend the appropriate number of sites
in a proposed study. Performance data can be
aggregated from a variety of third-party inputs
including lab, electronic data capture (EDC),
imaging, randomization, and investigator da-
tabases. Many CROs still use spreadsheets to
provide this type of scenario planning, but ad-
vanced eCROs now lead the field with award-
winning intuitive visualizations incorporating
interactive geographical map technology. iii
In addition, analytics provide biopharmaceuti-
cal companies new methods for conducting
study surveillance, increasing the effective-
ness of day-to-day management, and facilitat-
ing decision-making. Advances in analytics
not only provide single-study information,
but also multi-study historical views and
trend analysis, which can be useful to es-
tablish benchmarks for therapeutic areas.
End-users in clinical studies want dynamic
reporting that incorporates filtering by pro-
gram, study, and site. Visualization tech-
nologies featuring well thought out human
factors and multidimensional display con-
figurations offer significantly improved and
far more interactive analytics than the his-
torical static tabular reporting formats.
An excellent example of the combination
of near real-time refresh rates, progressive,
multifactorial predictive analytics and cross-
platform data surveillance is risk-based moni-
toring. There are many technological tools
that comprise a risk-based monitoring solu-
tion, but at its core, the philosophy revolves
around centralized data for scientific and op-
erational monitoring functions, offering global
views of core data used in decision making
and enabling real-time adjustments to regional
clinical research associate (CRA) resourcing
plans. By viewing risk measures along with
outstanding workload performance, spon-
sors can make sound operating decisions that
truly meet both cost and safety objectives.
Cloud
Platform-as-a-service (PaaS) and Software-
as-a-service (SaaS) solutions have greatly
expanded the capabilities of expert eCROs to
consume the clinical IT landscape of pharma
and biotech organizations, by optimizing it and
delivering it back to the client in a manner that
is efficient, cost effective and built-to-purpose
for that clients clinical operations and business.
Deploying software once to a centralized
location has made it far easier and cheaper
for biopharmaceutical companies to use
eClinical software. In fact, the majority of
Leveraging the Force: How Social, Mobile, Analytics and Cloud Technologies Are Optimizing Clinical Development 6
today’s clinical trial data is moving to the
cloud and it is expected that by 2018, total
spending for cloud computing in the global
healthcare market will reach $6.8 billioniv
.
Biopharmaceutical companies now look for full-
service Business Process-as-a-service (BPaaS)
solutions that extend what had been single-
function software such as Clinical Trial Man-
agement Systems (CTMS), Randomization Trial
Supply Management (RTSM), or Electronic Data
Capture (EDC). What once was a luxury, defin-
ing the business processes across multiple
functions, has now become an expectation of
fully functional and deeply integrated eClinical
suites that process and share data seamlessly.
It is already common to have these services
reside in the cloud in different regions of the
world. While taking on the regional distribu-
tion of cloud servers, eCROs provide assur-
ances to sponsors that all regional and country
privacy rules are met when data is moved.
As the number of applications using the same
data has increased, so has the need for stan-
dardizing that data so it can be accessed easily
and rapidly. Work by groups, such as, Clini-
cal Data Interchange Standards Consortium
(CDISC) and the use of Clinical Data Acquisition
Standard Harmonization (CDASH) Standardv
,
enable CROs to enhance their metadata librar-
ies across multiple applications. This reduces
the time needed to create standardized datas-
ets in advance of market approvals. eCROs that
view sponsors’ data standards as a key asset
benefit from the efficiencies in time savings.
Standards influence cloud application providers
as they continue to look at government agency
guidance to structure their data to comply with
the future regulations. In turn, government
agencies are taking advantage of standard-
ized data by requiring submissions to be sent
in Study Data Tabulation Model (SDTM). The
U.S. Center for Drug Evaluation and Research
(CDER) strongly encourages IND sponsors and
NDA applicants to consider the implementa-
tion and use of data standards for the submis-
sion of applications. Japan’s Pharmaceuticals
Medical Devices Agency (PMDA) is expected
to require data in CDISC format in 2016, in-
cluding SDTM and ADaMvi
. For medicine ter-
minology, the European Medicines Agency
(EMA) also established a task force for the
implementation of international standards for
the identification of medicinal products (IDMP)
for human use in the European Union (EU).
SMAC and Beyond
The McKinsey Global Institutei
 estimated that
“applying big-data strategies to better inform
decision making could generate up to $100
billion in value annually across the US health-
care system, by optimizing innovation, improv-
ing the efficiency of research and clinical trials,
and building new tools for physicians, con-
sumers, insurers, and regulators to meet the
promise of more individualized approaches.”vii
The adoption of social, mobile, analytics and
cloud technologies by biopharmaceutical
companies is more than a trend. Integration
of SMAC has become the new normal and
will continue to accelerate given its potential
to help sponsors optimize and differentiate
their protocol designs for example, by us-
ing social to recruit and engage patients, to
track trial progress via wearables and smart-
phones, and by leveraging real-time data
to facilitate decision-making. Truly, we can
now say your focus determines your reality.
BB-8™ has shown us that the technology
advances in toys generate significant
enhancements in our enjoyment and
Leveraging the Force: How Social, Mobile, Analytics and Cloud Technologies Are Optimizing Clinical Development 7
satisfaction with these products. That trajectory
lands squarely in the biopharmaceutical
industry as well. The future advances in
technologies beyond SMAC are right around
the corner and they will revolutionize the
speed, quality and value of how pharma and
biotech companies develop medications.
The time to fully implement the use of social,
mobile, analytics, and cloud technologies
into the clinical development process clearly
has arrived. History has shown us that
companies that are able to peer into the
future, develop and embrace progressive
technologies, typically win and sustain
their dominance for a long time while the
competition desperately tries to catch up. The
biopharmaceutical industry is no different
and the organizations that develop the ideal
blend and balance of SMAC technology along
with science and medicine will win as well.
• REFERENCES •
i.	 Tufts Center for the Study of Drug Development, Vol-
ume 16, Number 5 • September/October 2014
ii.	 There are officially more mobile devices than people in the world. In-
dependent UK. October 7, 2014. Accessed at http://www.indepen-
dent.co.uk/life-style/gadgets-and-tech/news/there-are-officially-
more-mobile-devices-than-people-in-the-world-9780518.html
iii.	 http://news.centerwatch.com/2015/12/18/parexel-wins-scrip-award-for-technology/
iv.	 Transparency Market Research, 2012
v.	 Clinical Data Acquisition Standard Harmonization (CDASH) Standard version 1.1
http://cdiscdev.devcloud.acquia-sites.com/cdash-v1-1
vi.	 CDISC in Japan: Overview of the CDISC Japan Symposium 2014-07-02
http://www.cdisc.org/cdisc-japan-overview-cdisc-japan-symposium
vii.	 How big data can revolutionize pharmaceutical R&D. Mckinsey.com. Accessed
10-28-2015 at http://www.mckinsey.com/insights/health_systems_and_ser-
vices/how_big_data_can_revolutionize_pharmaceutical_r_and_d
For more information, visit www.PAREXEL.com

Contenu connexe

Tendances

10 Tech Trends in Healthcare
10 Tech Trends in Healthcare10 Tech Trends in Healthcare
10 Tech Trends in Healthcare
Vala Afshar
 
Redesigning the Patient Experience using Digital Wayfinding
Redesigning the Patient Experience using Digital WayfindingRedesigning the Patient Experience using Digital Wayfinding
Redesigning the Patient Experience using Digital Wayfinding
Jibestream
 
Digital strategies in pharmaceutical industry
Digital strategies in pharmaceutical industryDigital strategies in pharmaceutical industry
Digital strategies in pharmaceutical industry
Meghavi Mehta
 

Tendances (18)

Technology in Healthcare Transformation
Technology in Healthcare TransformationTechnology in Healthcare Transformation
Technology in Healthcare Transformation
 
Healthcare: Improving patient outcomes
Healthcare: Improving patient outcomesHealthcare: Improving patient outcomes
Healthcare: Improving patient outcomes
 
How digital health is being successfully used in developing countries
How digital health is being successfully used in developing countriesHow digital health is being successfully used in developing countries
How digital health is being successfully used in developing countries
 
10 Tech Trends in Healthcare
10 Tech Trends in Healthcare10 Tech Trends in Healthcare
10 Tech Trends in Healthcare
 
2012 Digital Trends For Healthcare Marketing
2012 Digital Trends For Healthcare Marketing2012 Digital Trends For Healthcare Marketing
2012 Digital Trends For Healthcare Marketing
 
The Future of Artificial Intelligence and Quality Management in Hospitals By....
The Future of Artificial Intelligence and Quality Management in Hospitals By....The Future of Artificial Intelligence and Quality Management in Hospitals By....
The Future of Artificial Intelligence and Quality Management in Hospitals By....
 
OCHWW@SXSW Trends and Takeaways
OCHWW@SXSW Trends and TakeawaysOCHWW@SXSW Trends and Takeaways
OCHWW@SXSW Trends and Takeaways
 
Портфель решений TNS в области Innovation & Product Development
Портфель решений TNS в области Innovation & Product DevelopmentПортфель решений TNS в области Innovation & Product Development
Портфель решений TNS в области Innovation & Product Development
 
The future of healthcare: when mobile disappears
The future of healthcare: when mobile disappearsThe future of healthcare: when mobile disappears
The future of healthcare: when mobile disappears
 
The Quantified Self: As Seen in Dec 2012
The Quantified Self: As Seen in Dec 2012The Quantified Self: As Seen in Dec 2012
The Quantified Self: As Seen in Dec 2012
 
Wearable Technology Futures 2020: A New Path for Public Health?
Wearable Technology Futures 2020: A New Path for Public Health?Wearable Technology Futures 2020: A New Path for Public Health?
Wearable Technology Futures 2020: A New Path for Public Health?
 
Healthcare Media Mixology: Mobile + Media + Health
Healthcare Media Mixology: Mobile + Media + HealthHealthcare Media Mixology: Mobile + Media + Health
Healthcare Media Mixology: Mobile + Media + Health
 
Redesigning the Patient Experience using Digital Wayfinding
Redesigning the Patient Experience using Digital WayfindingRedesigning the Patient Experience using Digital Wayfinding
Redesigning the Patient Experience using Digital Wayfinding
 
Digital strategies in pharmaceutical industry
Digital strategies in pharmaceutical industryDigital strategies in pharmaceutical industry
Digital strategies in pharmaceutical industry
 
AI and VR in Health: What's Now, What's Next
AI and VR in Health: What's Now, What's NextAI and VR in Health: What's Now, What's Next
AI and VR in Health: What's Now, What's Next
 
Digital Healthcare Trends 2021
Digital Healthcare Trends 2021 Digital Healthcare Trends 2021
Digital Healthcare Trends 2021
 
Digital Health: Managing Patients and disease
Digital Health: Managing Patients and diseaseDigital Health: Managing Patients and disease
Digital Health: Managing Patients and disease
 
Overcoming Cloud-Based Mobility Challenges in Healthcare
Overcoming Cloud-Based Mobility Challenges in HealthcareOvercoming Cloud-Based Mobility Challenges in Healthcare
Overcoming Cloud-Based Mobility Challenges in Healthcare
 

Similaire à Leveraging the force: How Social, Mobile, Analytics and Cloud Technologies Are Optimizing Clinical Development

Transforming Healthcare Industry by Implementing Cloud Computing
Transforming Healthcare Industry by Implementing Cloud ComputingTransforming Healthcare Industry by Implementing Cloud Computing
Transforming Healthcare Industry by Implementing Cloud Computing
ijtsrd
 
HCAD_600_Paper1_Amer
HCAD_600_Paper1_AmerHCAD_600_Paper1_Amer
HCAD_600_Paper1_Amer
Amer Nazar
 

Similaire à Leveraging the force: How Social, Mobile, Analytics and Cloud Technologies Are Optimizing Clinical Development (20)

The Work Ahead: How Data and Digital Mastery Will Usher In an Era of Innovati...
The Work Ahead: How Data and Digital Mastery Will Usher In an Era of Innovati...The Work Ahead: How Data and Digital Mastery Will Usher In an Era of Innovati...
The Work Ahead: How Data and Digital Mastery Will Usher In an Era of Innovati...
 
Take a Tablet and Call me in the Morning
Take a Tablet and Call me in the MorningTake a Tablet and Call me in the Morning
Take a Tablet and Call me in the Morning
 
10 Trends Shaping the Future of Healthcare
10 Trends Shaping the Future of Healthcare10 Trends Shaping the Future of Healthcare
10 Trends Shaping the Future of Healthcare
 
7 Best Points of The Future of Digital Technology in Healthcare | The Entrepr...
7 Best Points of The Future of Digital Technology in Healthcare | The Entrepr...7 Best Points of The Future of Digital Technology in Healthcare | The Entrepr...
7 Best Points of The Future of Digital Technology in Healthcare | The Entrepr...
 
Social Media Datasets for Analysis and Modeling Drug Usage
Social Media Datasets for Analysis and Modeling Drug UsageSocial Media Datasets for Analysis and Modeling Drug Usage
Social Media Datasets for Analysis and Modeling Drug Usage
 
The Digital Trust Paradox: The Key to Product Innovation via Big Data
The Digital Trust Paradox: The Key to Product Innovation via Big DataThe Digital Trust Paradox: The Key to Product Innovation via Big Data
The Digital Trust Paradox: The Key to Product Innovation via Big Data
 
Trust & Predictive Technologies 2016
Trust & Predictive Technologies 2016Trust & Predictive Technologies 2016
Trust & Predictive Technologies 2016
 
How the Internet of Things Is Transforming Medical Devices
How the Internet of Things Is Transforming Medical DevicesHow the Internet of Things Is Transforming Medical Devices
How the Internet of Things Is Transforming Medical Devices
 
Transforming Healthcare Industry by Implementing Cloud Computing
Transforming Healthcare Industry by Implementing Cloud ComputingTransforming Healthcare Industry by Implementing Cloud Computing
Transforming Healthcare Industry by Implementing Cloud Computing
 
HCAD_600_Paper1_Amer
HCAD_600_Paper1_AmerHCAD_600_Paper1_Amer
HCAD_600_Paper1_Amer
 
Pwc wearable-tech-design-oct-8th
Pwc wearable-tech-design-oct-8thPwc wearable-tech-design-oct-8th
Pwc wearable-tech-design-oct-8th
 
Chaos Theory | Healthcare
Chaos Theory | HealthcareChaos Theory | Healthcare
Chaos Theory | Healthcare
 
Technologies that will change The Future of Healthcare
Technologies that will change The Future of Healthcare Technologies that will change The Future of Healthcare
Technologies that will change The Future of Healthcare
 
Pharma Digital Marketing Trends to Watch in 2020
Pharma Digital Marketing Trends to Watch in 2020Pharma Digital Marketing Trends to Watch in 2020
Pharma Digital Marketing Trends to Watch in 2020
 
Climate Change 2015: Continuing Education Programming Implications
Climate Change 2015: Continuing Education Programming ImplicationsClimate Change 2015: Continuing Education Programming Implications
Climate Change 2015: Continuing Education Programming Implications
 
CB-Insights_Big-Tech-In-Healthcare-2022.pdf
CB-Insights_Big-Tech-In-Healthcare-2022.pdfCB-Insights_Big-Tech-In-Healthcare-2022.pdf
CB-Insights_Big-Tech-In-Healthcare-2022.pdf
 
Digital Marketing for Pharma
Digital Marketing for PharmaDigital Marketing for Pharma
Digital Marketing for Pharma
 
Professor George Crooks - ECO 19: Care closer to home
Professor George Crooks - ECO 19: Care closer to homeProfessor George Crooks - ECO 19: Care closer to home
Professor George Crooks - ECO 19: Care closer to home
 
The trends in digital transformations for the healthcare industry
The trends in digital transformations for the healthcare industryThe trends in digital transformations for the healthcare industry
The trends in digital transformations for the healthcare industry
 
How COVID-19 is Accelerating Digital Transformation in Health and Social Care?
How COVID-19 is Accelerating Digital Transformation in Health and Social Care?How COVID-19 is Accelerating Digital Transformation in Health and Social Care?
How COVID-19 is Accelerating Digital Transformation in Health and Social Care?
 

Dernier

Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...
Dipal Arora
 
College Call Girls in Haridwar 9667172968 Short 4000 Night 10000 Best call gi...
College Call Girls in Haridwar 9667172968 Short 4000 Night 10000 Best call gi...College Call Girls in Haridwar 9667172968 Short 4000 Night 10000 Best call gi...
College Call Girls in Haridwar 9667172968 Short 4000 Night 10000 Best call gi...
perfect solution
 

Dernier (20)

VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
 
Call Girls Bareilly Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Bareilly Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Bareilly Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Bareilly Just Call 8250077686 Top Class Call Girl Service Available
 
Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...
Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...
Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...
 
Call Girls Jabalpur Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Jabalpur Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Jabalpur Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Jabalpur Just Call 8250077686 Top Class Call Girl Service Available
 
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
 
Top Rated Bangalore Call Girls Mg Road ⟟ 9332606886 ⟟ Call Me For Genuine S...
Top Rated Bangalore Call Girls Mg Road ⟟   9332606886 ⟟ Call Me For Genuine S...Top Rated Bangalore Call Girls Mg Road ⟟   9332606886 ⟟ Call Me For Genuine S...
Top Rated Bangalore Call Girls Mg Road ⟟ 9332606886 ⟟ Call Me For Genuine S...
 
Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...
 
Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟ 9332606886 ⟟ Call Me For G...
Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟  9332606886 ⟟ Call Me For G...Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟  9332606886 ⟟ Call Me For G...
Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟ 9332606886 ⟟ Call Me For G...
 
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort ServicePremium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
 
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore EscortsCall Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
 
(Low Rate RASHMI ) Rate Of Call Girls Jaipur ❣ 8445551418 ❣ Elite Models & Ce...
(Low Rate RASHMI ) Rate Of Call Girls Jaipur ❣ 8445551418 ❣ Elite Models & Ce...(Low Rate RASHMI ) Rate Of Call Girls Jaipur ❣ 8445551418 ❣ Elite Models & Ce...
(Low Rate RASHMI ) Rate Of Call Girls Jaipur ❣ 8445551418 ❣ Elite Models & Ce...
 
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...
 
Call Girls Bangalore Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Bangalore Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Bangalore Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Bangalore Just Call 8250077686 Top Class Call Girl Service Available
 
(Rocky) Jaipur Call Girl - 09521753030 Escorts Service 50% Off with Cash ON D...
(Rocky) Jaipur Call Girl - 09521753030 Escorts Service 50% Off with Cash ON D...(Rocky) Jaipur Call Girl - 09521753030 Escorts Service 50% Off with Cash ON D...
(Rocky) Jaipur Call Girl - 09521753030 Escorts Service 50% Off with Cash ON D...
 
College Call Girls in Haridwar 9667172968 Short 4000 Night 10000 Best call gi...
College Call Girls in Haridwar 9667172968 Short 4000 Night 10000 Best call gi...College Call Girls in Haridwar 9667172968 Short 4000 Night 10000 Best call gi...
College Call Girls in Haridwar 9667172968 Short 4000 Night 10000 Best call gi...
 
Call Girls Dehradun Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Dehradun Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Dehradun Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Dehradun Just Call 9907093804 Top Class Call Girl Service Available
 
♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...
♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...
♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...
 
Call Girls Haridwar Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Haridwar Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Haridwar Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Haridwar Just Call 8250077686 Top Class Call Girl Service Available
 
All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...
All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...
All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...
 
Top Rated Bangalore Call Girls Richmond Circle ⟟ 9332606886 ⟟ Call Me For Ge...
Top Rated Bangalore Call Girls Richmond Circle ⟟  9332606886 ⟟ Call Me For Ge...Top Rated Bangalore Call Girls Richmond Circle ⟟  9332606886 ⟟ Call Me For Ge...
Top Rated Bangalore Call Girls Richmond Circle ⟟ 9332606886 ⟟ Call Me For Ge...
 

Leveraging the force: How Social, Mobile, Analytics and Cloud Technologies Are Optimizing Clinical Development

  • 1. leveraging the force: How Social, Mobile, Analytics and Cloud Technologies Are Optimizing Clinical Development BY DAVID KIGER Produced by:
  • 2. Leveraging the Force: How Social, Mobile, Analytics and Cloud Technologies Are Optimizing Clinical Development 2 WATCHING MY SON, REIS, OPEN AND USE A BB-8™ DROID TOY SHOWED ME HOW INTUI- TIVE AND USER- FRIENDLY TECHNOLOGY IS TODAY, MAKING OUR LIVES MORE PRODUC- TIVE AND ENJOYABLE. BB-8’s™ technologic advances include listening and responding through voice recognition, autonomous be- havior while in “Patrol Mode” and an adaptive personality where the droid’s “persona and attitude” incrementally evolve during interac- tions with the user. Though not worthy of a Turing Test, this BB-8™ toy clearly indicates that artificial intelligence, even at BB-8’s™ remedial level, impacts and shapes our lives. This led me to think how the intersection between technology and science can ad- vance medicine at higher velocities, result- ing in a healthier world - since the journey between discovery and approved treat- ments would be shorter and simpler. Many in the biopharmaceutical industry feel that protocols are becoming more complex, leading to arduous site and patient data col- lection efforts. This leads to intensive site, patient and pharmaceutical professional labor and the potential for unnecessary data collec- tion or, at worst, significant data quality con- cerns. Supporting this belief is a recent Tufts Center for the Study of Drug Development study (Tufts), one-third of procedures in Phase III protocols collected data that are non-core, i.e., the data does not support primary or key secondary endpoints, regulatory require- ments, or standard baseline assessments.i In addition, protocol amendments are believed to increase protocol complexity and lengthen study duration. Modifications made to the protocol’s description and eligibility criteria of the patient population represent the most common changes made per amendment. As I watched my son play with BB-8™ over a period of time, it struck me the droids have changed exponentially year after year through the use of technology, providing a more meaningful and satisfying experience. I then thought about our industry and, though we have technology op- portunities all around us, the pure optimization of quality data capture, data flow and business processes which lead to rapid regulatory ap- provals, still seems intangible. Therefore, how can the biopharmaceutical industry leverage progressive technology concepts by adopting emerging digital technologies such as social media, mobile, analytics and cloud (SMAC) to optimize the drug development process? This article explores how evolving digital technolo- “ ...it struck me the droids have changed exponentially year after year through the use of technology, providing a more meaningful and satisfying experience. I then thought about our industry... we have opportunities all around us...” leveraging the force: How Social, Mobile, Analytics and Cloud (SMAC) Technologies Are Optimizing Clinical Development
  • 3. Companies perceived value in soliciting feedback via social media Leveraging the Force: How Social, Mobile, Analytics and Cloud Technologies Are Optimizing Clinical Development 3 gies combined with key clinical advancements can optimize the clinical development process. Social Media Multiple new uses of social media in clini- cal development are appearing but its effect can be hard to trace. Websites and applica- tions that enable users to create and share content or participate in social networking offer new approaches to clinical trial planning, execution and optimization. Online communi- ties built around a disease state continue to educate patients about treatments and have already proven they can increase aware- ness and engagement for clinical trials. Web-listening applications provide a real-time view of publicly available social information, trends and conversations around disease states and treatments and can make a direct impact on feasibility studies. These applica- tions can measure and provide insight into patient views and experiences, and investi- gator perceptions of a particular therapeutic area. They allow researchers the opportu- nity to add insights from the social sphere to the decision mix to understand the patient journey, competitor landscape, and the op- portunities for potential new treatments. According to Tufts, sponsors admitted they were reluctant to use social media to so- licit feedback on protocol design. However, if concerns around privacy were addressed, a high percentage of companies perceived value in soliciting feedback via social media on the convenience and feasibility of pro- posed clinical trial and protocol design, par- ticularly from investigative sites and patients. Social media also offers huge potential to recruit trial participants. Sponsors can learn a great deal by sifting through patient conversa- tions online and identifying patients who might be a potential fit. In addition, a better under- standing of the sites where patients engage can impact channel selection for marketing a trial. Because patient targeting can be done accurately, it can impact the location of the trial. It’s important to note however, clinical research requires that the use of any media must be compliant to ensure no accidental unblinding of study treatment information occurs. Due to the open nature of social media, it is dif- ficult to prevent patients from sharing their experiences online, whether in health forums or on Facebook, Twitter, Weibo, or WeChat. Social media’s role in clinical trial planning, recruitment and management will continue to grow especially given its potential to optimize trials and improve trial start-up, which in turn leads to quicker approvals and patient care.
  • 4. Leveraging the Force: How Social, Mobile, Analytics and Cloud Technologies Are Optimizing Clinical Development 4 Mobile Mobile access to the internet quickly and expo- nentially leapt well beyond the historical stan- dard of fixed location access like a computer in a home, office or internet café. Gadgets like tablets, smartphones and not-so-smart phones are multiplying at a rate five times faster than the growth of human population and a grow- ing number of devices communicate only with other devices. No other technology has had the impact that mobile technology is having.ii Trade shows and conferences focusing on consumer technology increasingly promote “eHealth” and “mHealth” gadgets and tech- nologies. At the most recent of these events, the International Computer Electronics Show (CES), technology companies from all over the world rained an infinite array of smart- watches and medical wearables on to the show floor in an effort to capture the worlds burgeoning addiction to innovative gadgets. For clinical researchers, mobile is not a new strategy. Electronic Patient-Reported Out- comes (ePRO) started on early versions of PalmPilots and software vendors set up busi- nesses to support the global distribution and re-supply of devices to patients. The ePRO industry has expanded to include technolo- gies that incorporate the full spectrum of electronic Clinical Outcomes Assessments (eCOA), including patient-reported, clinician- reported and observer-reported outcomes. Increasingly, biopharmaceutical companies prepare for BYOD (Bring Your Own Device) technology for a subset of sites or patients who prefer to use their own phone or tablet. Sponsors will continue to look at this approach as a way to minimize pass-through costs of device hardware and distribution. eCROs are using SMS messaging during clinical trials to improve patient engagement and retention. Smartphone technology has expanded into areas of clinical trial supply management. Bar- code/QR code technologies enable the rapid use of inventory management within depot and destruction facilities. This technology will allow sites and depots to perform medica- tion arrival functions simply and rapidly using QR coding with the mobile user interface. In addition, mobile devices using the lat- est location tracking technology are also being used to reduce distribution chal- lenges for real-time temperature moni- toring during transit and storage. Analytics To address complex business environments, we are experiencing an explosion in the types and volumes of data and their strategic use. The interrogation of “big data” and the subse- quent predictive analytics stemming from these targeted probes can be useful throughout all phases of clinical study development including design, start-up, execution, and submission. Digital analytics help sponsors define study feasibility, identify potential patients, select sites and investigators. Historically, CROs have accumulated databases of investigative sites and historical site performance. The data was used to predict future performance and to “ There are officially more mobile devices than people in the world.” INDEPENDENT UKii
  • 5. Standards influence cloud application providers Leveraging the Force: How Social, Mobile, Analytics and Cloud Technologies Are Optimizing Clinical Development 5 recommend the appropriate number of sites in a proposed study. Performance data can be aggregated from a variety of third-party inputs including lab, electronic data capture (EDC), imaging, randomization, and investigator da- tabases. Many CROs still use spreadsheets to provide this type of scenario planning, but ad- vanced eCROs now lead the field with award- winning intuitive visualizations incorporating interactive geographical map technology. iii In addition, analytics provide biopharmaceuti- cal companies new methods for conducting study surveillance, increasing the effective- ness of day-to-day management, and facilitat- ing decision-making. Advances in analytics not only provide single-study information, but also multi-study historical views and trend analysis, which can be useful to es- tablish benchmarks for therapeutic areas. End-users in clinical studies want dynamic reporting that incorporates filtering by pro- gram, study, and site. Visualization tech- nologies featuring well thought out human factors and multidimensional display con- figurations offer significantly improved and far more interactive analytics than the his- torical static tabular reporting formats. An excellent example of the combination of near real-time refresh rates, progressive, multifactorial predictive analytics and cross- platform data surveillance is risk-based moni- toring. There are many technological tools that comprise a risk-based monitoring solu- tion, but at its core, the philosophy revolves around centralized data for scientific and op- erational monitoring functions, offering global views of core data used in decision making and enabling real-time adjustments to regional clinical research associate (CRA) resourcing plans. By viewing risk measures along with outstanding workload performance, spon- sors can make sound operating decisions that truly meet both cost and safety objectives. Cloud Platform-as-a-service (PaaS) and Software- as-a-service (SaaS) solutions have greatly expanded the capabilities of expert eCROs to consume the clinical IT landscape of pharma and biotech organizations, by optimizing it and delivering it back to the client in a manner that is efficient, cost effective and built-to-purpose for that clients clinical operations and business. Deploying software once to a centralized location has made it far easier and cheaper for biopharmaceutical companies to use eClinical software. In fact, the majority of
  • 6. Leveraging the Force: How Social, Mobile, Analytics and Cloud Technologies Are Optimizing Clinical Development 6 today’s clinical trial data is moving to the cloud and it is expected that by 2018, total spending for cloud computing in the global healthcare market will reach $6.8 billioniv . Biopharmaceutical companies now look for full- service Business Process-as-a-service (BPaaS) solutions that extend what had been single- function software such as Clinical Trial Man- agement Systems (CTMS), Randomization Trial Supply Management (RTSM), or Electronic Data Capture (EDC). What once was a luxury, defin- ing the business processes across multiple functions, has now become an expectation of fully functional and deeply integrated eClinical suites that process and share data seamlessly. It is already common to have these services reside in the cloud in different regions of the world. While taking on the regional distribu- tion of cloud servers, eCROs provide assur- ances to sponsors that all regional and country privacy rules are met when data is moved. As the number of applications using the same data has increased, so has the need for stan- dardizing that data so it can be accessed easily and rapidly. Work by groups, such as, Clini- cal Data Interchange Standards Consortium (CDISC) and the use of Clinical Data Acquisition Standard Harmonization (CDASH) Standardv , enable CROs to enhance their metadata librar- ies across multiple applications. This reduces the time needed to create standardized datas- ets in advance of market approvals. eCROs that view sponsors’ data standards as a key asset benefit from the efficiencies in time savings. Standards influence cloud application providers as they continue to look at government agency guidance to structure their data to comply with the future regulations. In turn, government agencies are taking advantage of standard- ized data by requiring submissions to be sent in Study Data Tabulation Model (SDTM). The U.S. Center for Drug Evaluation and Research (CDER) strongly encourages IND sponsors and NDA applicants to consider the implementa- tion and use of data standards for the submis- sion of applications. Japan’s Pharmaceuticals Medical Devices Agency (PMDA) is expected to require data in CDISC format in 2016, in- cluding SDTM and ADaMvi . For medicine ter- minology, the European Medicines Agency (EMA) also established a task force for the implementation of international standards for the identification of medicinal products (IDMP) for human use in the European Union (EU). SMAC and Beyond The McKinsey Global Institutei  estimated that “applying big-data strategies to better inform decision making could generate up to $100 billion in value annually across the US health- care system, by optimizing innovation, improv- ing the efficiency of research and clinical trials, and building new tools for physicians, con- sumers, insurers, and regulators to meet the promise of more individualized approaches.”vii The adoption of social, mobile, analytics and cloud technologies by biopharmaceutical companies is more than a trend. Integration of SMAC has become the new normal and will continue to accelerate given its potential to help sponsors optimize and differentiate their protocol designs for example, by us- ing social to recruit and engage patients, to track trial progress via wearables and smart- phones, and by leveraging real-time data to facilitate decision-making. Truly, we can now say your focus determines your reality. BB-8™ has shown us that the technology advances in toys generate significant enhancements in our enjoyment and
  • 7. Leveraging the Force: How Social, Mobile, Analytics and Cloud Technologies Are Optimizing Clinical Development 7 satisfaction with these products. That trajectory lands squarely in the biopharmaceutical industry as well. The future advances in technologies beyond SMAC are right around the corner and they will revolutionize the speed, quality and value of how pharma and biotech companies develop medications. The time to fully implement the use of social, mobile, analytics, and cloud technologies into the clinical development process clearly has arrived. History has shown us that companies that are able to peer into the future, develop and embrace progressive technologies, typically win and sustain their dominance for a long time while the competition desperately tries to catch up. The biopharmaceutical industry is no different and the organizations that develop the ideal blend and balance of SMAC technology along with science and medicine will win as well. • REFERENCES • i. Tufts Center for the Study of Drug Development, Vol- ume 16, Number 5 • September/October 2014 ii. There are officially more mobile devices than people in the world. In- dependent UK. October 7, 2014. Accessed at http://www.indepen- dent.co.uk/life-style/gadgets-and-tech/news/there-are-officially- more-mobile-devices-than-people-in-the-world-9780518.html iii. http://news.centerwatch.com/2015/12/18/parexel-wins-scrip-award-for-technology/ iv. Transparency Market Research, 2012 v. Clinical Data Acquisition Standard Harmonization (CDASH) Standard version 1.1 http://cdiscdev.devcloud.acquia-sites.com/cdash-v1-1 vi. CDISC in Japan: Overview of the CDISC Japan Symposium 2014-07-02 http://www.cdisc.org/cdisc-japan-overview-cdisc-japan-symposium vii. How big data can revolutionize pharmaceutical R&D. Mckinsey.com. Accessed 10-28-2015 at http://www.mckinsey.com/insights/health_systems_and_ser- vices/how_big_data_can_revolutionize_pharmaceutical_r_and_d
  • 8. For more information, visit www.PAREXEL.com