providing opportunities for improving healthcare by ......ivr bi and dwh cutting edge technologies...
TRANSCRIPT
Providing opportunities for
improving healthcare by
connecting technology platforms
Rolan Christian, PhD
AHFOZ Conference 2017
Helios ITS Profile
We are an independent information and
communications technology (ICT)
company.
We specialise within the healthcare
industry by offering technology-based
products and services that deliver
innovative solutions.
Our team has been instrumental in
developing industry-leading medical
scheme administration and health risk
management solutions.
Our systems are equipped to deal with
the large transaction volumes generated
by claims, assessments, electronic funds
transfer, reporting and accounting.
Scalable
healthcare
platforms
Nexus
Schema6
UMS
DMS
Efficiencies
For clients
Mobile apps
Websites
Self service
IVR
BI and DWH
Cutting
edge
technologies
Manages 3.8m lives
Process 6.4m claim lines per month
Full disaster recovery
Cloud base solution
Advanced end-to-end security
Agenda
Changes in the healthcare market
Technology disruptions and their impact
An ICT platform map for healthcare
Example of using technology, for healthcare ecosystems, to improve quality
of life
Opportunities that can contribute to the healthcare ecosystems
Changes in the
healthcare market
Summary of global and local trends
Changes in
member base
• Aging population and increase in chronic conditions
• Increasing life expectancy driving demand for healthcare services
• Younger population using minimal services
• Many still underserviced or not serviced at all in developing economies
Skills and
training
• Healthcare professionals in short supply
• Technical resources in short supply
• Impacts ability to sustain and grow
Cost and
revenue
• Spiraling costs
• Consolidation of schemes
• Failing healthcare systems
• Impact on revenue or reserves to sustain large base
Business
models built on
restriction
• Cost containment as a main business thrust
• Delivery models focused on restriction
• Not addressing healthcare costs
Scheme strategies
Retain members
Options:
Focus on personalised services
Compete on price
Compete on value
Add on additional services
…
Grow member base
Options:
Mergers and acquisitions
Market medical aid but coupled with a
diversified offerings
Appeal to younger and
healthier base
Reduce cost of healthcare
Options:
Develop low cost plans
Negotiate better rates across the healthcare ecosystem
Manage health risks before leading to chronic or hospitalisation
Strategic
focus
areas
Technology disruptions
and their impact
Mobile is a global standard
“Sub-Saharan Africa remains the fastest growing mobile market”
“Less than a fifth of under-16 year-olds (who account for
more than 40% of the population in most countries in the
region) have a mobile subscription, while women were 17%
less likely than men to own a mobile phone in 2016. The
uptake of mobile services by these underserved groups will, in
large part, drive subscriber growth in the future.”
“Mobile broadband and smartphone adoption gain momentum”
The number of mobile
broadband connections will
reach half a billion by
2020, more than double
the number at the end of
2016, and will account for
nearly two thirds of total
connections in the region.
3G will remain the
dominant mobile
broadband technology for
the foreseeable future
Smartphone connections in Sub-Saharan Africa have doubled
over the past two years to nearly 200 million, accounting for
a quarter of mobile connections in 2016. Key factors
supporting the growth of smartphone adoption in the region
include the increasing affordability of new devices and a
growing market for second-hand devices.
Source: The Mobile Economy, Sub-Saharan Africa 2017, GSM Association
Source: The Mobile Economy, Sub-Saharan Africa 2017, GSM Association
Internet access as a proxy for access to innovation
0%
5%
10%
15%
20%
25%
30%
-
10
20
30
40
50
60
SouthAfrica Zambia Zimbabwe
Thousands
Millions
Popula on(2017est.) InternetUsers(31Dec2000) InternetUsers(31March2017)
Penetra on(%Popula on) Facebooksubscribers(30June2016) Growth%
Source: http://www.internetworldstats.com/stats1.htm
Other major technology innovations
Sources:
• Top 10 healthcare innovations: Achieving more for less, Deloitte Centre for health solutions, 2016
• Imagine Africa 2013: Technologies that will shape Africa’s tomorrow, Intellecap, 2017
Next generation sequencing
• Early detection
• Identification for better
fit for trials
Devices
• Diagnostic devices
• 3D printing
• IoT (wearables)
Pharma
• Immunotherapy
• Drug delivery
AI
• Virtual assistant
• Diagnosis support
AR/VR
• Virtual engagement
• Tele-health
• Convenient care
Security & Transactions
• Blockchain
Healthcare and AI
Healthcare has been one of the most active spaces for funding to AI
startups. This could be for a few possible reasons:
1. AI in healthcare promises tangible economic and social benefits. It could extend
the reach of doctors, improve diagnosis, discover and drugs faster, and
significantly cut down on costs.
2. Health data isn't easily accessible, meaning it could be an opportunity for startups
that focus in the area and a harder area for incumbent tech companies to easily
enter.
3. New, massive datasets relevant to healthcare need to be parsed to be useful. This
includes real-time biometric monitoring, troves of genetic data, telemedicine
interactions, and more. AI can play a critical role here.
4. A lot of existing healthcare processes are rooted in pattern matching, a place AI
particularly excels at.
Source: CB Insights, AI Report. Brain signal companies. $90M raise, 2017
#AIHealth
90+ STARTUPS
TRANSFORMING
HEALTHCARE WITH AI
Khosla Ventures is the
most active VC investor,
having backed 5 unique
companies on the map:
Lumiata, Ginger.io, Zebra
Medical Vision, Bay
Labs, and Atomwise.
Imaging & diagnostics is
the most crowded
category.
6 out of 9 startups using
AI in drug discovery have
VC backing.
www.cbinsights.com 10source: https:/ /www.cbinsights.com/blog/ artificial-intelligence-startups-healthcare/
VIRTUAL ASSISTANTS
DRUG DISCOVERY
WEARABLES
EMERGENCY ROOM & HOSPITAL MANAGEMENT
MEDICAL IMAGING & DIAGNOSTICSINSIGHTS & RISK MANAGEMENT
LIFESTYLE MANAGEMENT & MONITORING
HEALTHCARE RESEARCH
MENTAL HEALTH
NUTRITION
MISCELLANEOUS
istock.com/hilch
Source: Artificial Intelligence In Healthcare, Emerging trends, investments, AI in oncology, CB Insights 2017
An ICT platform mapComponents available to assist healthcare products and services
SecurityRegulatory …Legal
• Starts with basic business intelligence around reporting and dashboards using integrated data sets
• Decision platforms that allow for deeper reactive analysis and insights
• AI as the next progression on data analysis (predicative or near predictive capabilities)Intelligence
• A diverse set of application ecosystems are provided to connect to the devices and channels
• Includes personal health apps, provider apps, practise mngt. and Internet enables applications
• Also manages all required data to provide healthcare services
Platforms
of data
• Represents a plethora of cloud ecosystems currently available to extend offerings
• Provides components of infrastructure required to scale
• Allows secure storage and sharing of data between remote sites and dispersed customers
On-demand
infrastructure
• World wide connectivity provided by the telecommunication network providers (closed ecosystem)
• Required to connect individuals to each other, providers, schemes and administratorsAccess &
connectivity
• Speech, messaging and App ecosystems driving rich channels for healthcare products and services
• Devices extract value for channels by sharing health and location data, even across platforms
• These technology components allow “personalised” solutions to gain maximum reach
Devices
& Channels
• Basic services that allow use of connectivity, such as call centre and disaster recovery
• Includes voice, SMS, networking, interconnection, billing, …
• Includes the infrastructure required to process and share large datasets Base services
• Integration with disparate data and platforms is a key requirement to gain overall insight across data
• Platforms become data and feature hubs for ecosystems
• Integrated is key in trying to manage and consolidate different standards across the value chainIntegration
ExampleIntegrated Chronic Care Model (ICCM)
Background to ICCM
0.0
1.0
2.0
3.0
4.0
5.0
6.0
9.0
8.0
7.0
ERM ERM ERM ERM ERM HRM HRM HRM HRM HRM
Ra
te o
f c
ha
ng
e
HYPERTENSION
(t=0) (t=1) (t=2) (t=3)
Prevalence
(t=4) (t= -4) (t= -3) (t= -2) (t= -1) (t=0)
Complications
• 100% increase in
hypertension prevalence
• 680% increase in cost of
complications assoc.
with hypertension
• 110% increase in diabetes
prevalence
• 1718% increase in cost of
complications assoc.
with diabetes
20.0 19.0 18.0 17.0 16.0 15.0 14.0 13.0 12.0 11.0 10.0 9.0 8.0 7.0 6.0 5.0 4.0 3.0 2.0 1.0 0.0
ERM (t=0) (t=4)
ERM HRM HRM HRM HRM HRM (t= -4) (t= -3) (t= -2) (t= -1) (t=0)
Ra
te o
f c
han
ge
DIABETES
ERM ERM ERM (t=1) (t=2) (t=3)
Prevalence Complications
ICCM objectives
Identify• Members that are high risk
• Use and reward doctor ecosystem for diagnosis and management of member
• Enrol members onto the programme
• Get member consent to share information across the care ecosystem
Treat• Assign a treatment plan based on severity of disease
• Link treatment to claims analysis
• Manage via analysis of combined data sets
Manage• Manage communication and
feedback via channels
• Long term: foster a member
ecosystem via an app platform
• Leveraged the app and device ecosystem to
ensure reach and scale
• Maximized use of channels via the various
devices and data from devices
• Already in use connectivity from South African
telecommunications operators
• Not much innovation but the ecosystem exists
for use to reuse this capability at a cost
• Voice and messaging services already in use
via call centers
• Data stored and processed on commodity
database infrastructure
• The solution crossed multiple ecosystems
• Helios and Amazon infrastructure used
• Security is essential to this as well as
adherence to appropriate laws and regulations
• Multiple platforms exist (Nexus, UMS, DWH,
EHR, SOA gateway, app environments, …
• Data is heterogeneous and structured
differently
• Integration between platforms, data, channels
• Claims assessing, managed care, warehouse,
health records (pathology data sources, …)
• Electronic Health Record (EHR) provided the
central integration point
• Large data processed that are available in
claims assessing system (Nexus) and managed
care systems (UMS)
• Based on analytics data provides insight into
high risk and emerging risk members
ICCM enabling technology platforms
Intelligence
Platforms
of data
On-demand
infrastructure
Access &
connectivity
Devices
& Channels
Base services
Integration
Results of the ICCM programme
Consented Beneficiaries with
a Care Plan*
Adherence to Care Plan FP visit
Prior Pilot % Change
Prolonged Consultation with FP 122 34% 47% 12%
No Prolonged Consultation with FP 231 34% 34% -1%
Overall 353 34% 38% 4%
Care Plan Adherence by FP Prolonged Consultation
*Beneficiaries who have been enrolled for a minimum of 12 months
Hospital Outcomes
Consented Beneficiaries*
All Admission Rate per 1 000 FP Visit (Prolonged)
Prior Pilot % Difference
Prolonged consultation with FP 152 70 58 -17%
No Prolonged consultation with FP 335 69 66 -5%
Overall 487 69 63 -9%
Other opportunities that exist
Richer EMR/PHR channels and data
Standardised exchange data between central hubs, e.g HIE
End-user rating of providers (DocAdvisor)
Integrate channels deeper into mobile device
Health Insurance as a means to supplement members leaving the
ecosystem