SlideShare a Scribd company logo
1 of 18
Download to read offline
Copyright © 2016 QuintilesIMS. All rights reserved.
Consumer Health
New Technological solutions of QuintilesIMS:
Innovation & Effectiveness
Nikos Kostaras
QuintilesIMS, GM
2
A. Transactional Data Analytics
B. Retail Sales Price
C. In Store Promotions
Agenda
3
QI has enriched its available data via advanced software
at POS..
Source: QuintilesIMS
More than 60.000.000 distinct transactions are captured every year
Transactional data of ~1.200 pharmacies; ~1700+ in Q1 2017:
 Transaction Id
 Time & Date
 Co-purchased products
 Retail Sales Price (also as a stand-alone service)
Drugs info:
 Reimbursed flag
 Prescription Indication
 Dosage Scheme
 Sick Fund
PoS
transactions
database
4
… that allows you to understand consumer behavior
Source: QuintilesIMS
What?
What other products do
customers buy with your
product?
When?
When do customers buy your product?
Where?
Where do customers
buy your product?
5
Such information is very useful to marketing & sales dpts
Source: QuintilesIMS
Type of information Examples of marketing usage
• Day of week/ month
• Time of day
• Pharmacy location (e.g. big street
vs. shopping mall, rural vs. urban)
• Socio-economic factors of each
location
• Sensitivity Analysis on Advertising & Promotion;
ROI:
• When to advertise / do in-store activities eg Weekends
Vs. Working days
• How do your marketing activities affect sales
• Adjust commercial policy; React to competition
• Where to do discounts/ adjust pricing eg touristic areas
• Where to perform PoS trade marketing initiatives
• What are the characteristics of pharmacy/area with high
sales
When?
Where?
• Retail Sales Price
• Product sold alone
• Products co-sold
• Basket Analysis, Co-dispensing insights, Bundle pack
• What up-selling & cross-selling initiatives to invest
• What co-packing promotional activities to do
• Optimize pricing strategy
What?
6
Analytics can focus on detailed periods of time…
Source: QuintilesIMS
4.0%
2.7%
-22.5%
29.4%
36.9%
Jun-15
-28.9%
6.7%
Feb-15
6.2%
3.3%
Jan-15
5.0%
1.7%
Dec-14
20.9%
May-15
28.6%
Apr-15
24.9%
19.4%
Mar-15
10.4%
Analysis based on specific days
18.7%
Friday
Saturday
19.2%
4.6%
8.2%
0.8%
0.8%
+30.6%
19.6%
19.6%
Wednesday
Tuesday
15.1%
19.3%
20.5%
Thursday
22.4%
14.7%
Monday
16.4%
Sunday
+80.7%
Sun product X
Competitive sun products
Analysis based on days of week
7
…or how sales are evolving over a period of time Vs.
marketing activities
Source: QuintilesIMS
70
75
80
85
90
95
100
105
110
115
120
125
130
2Sep2016
4Sep2016
5Sep2016
1Sep2016
6Sep2016
3Sep2016
7Sep2016
8Sep2016
11Sep2016
10Sep2016
9Sep2016
16Sep2016
13Sep2016
12Sep2016
15Sep2016
14Sep2016
21Sep2016
18Sep2016
17Sep2016
20Sep2016
19Sep2016
26Sep2016
23Sep2016
22Sep2016
25Sep2016
24Sep2016
28Sep2016
27Sep2016
30Sep2016
29Sep2016
% of
Average Daily Sales
Average
Daily
Sales
TV advertisement HALO effect
8
Analytics can focus on custom areas…
Source: QuintilesIMS
Analysis based on area type Analysis based on standard of living
7.7%
+75.1%
Touristic
13.4%
Rural
6.1%
8.1%
Urban
80.4%
84.2%
4.4%
Low
Medium
+56.5%
13.5%
8.6%
5.4%
86.0%
High
82.1%
Sun product X
Competitive sun products
9
… on consumer behavior revealed by basket analysis …
896
844
750
638
605
605
2.945
Prod1
Prod4
1.214
Prod2
1.195
Prod3
28.194
Total
Prod7
Prod6
Prod5
Other
17.110
Prod8
Prod9
Prod101.392
Insights
• Prod 1 is a complimentary
product for which the Sun
Product X manufacturer has a
competitive one, Prod 1A
• Prod 2, Prod 4, Prod 5, Prod
6 are competitors products in
different forms
Actions
• Sun Product X can be co-
promoted with Prod 1A
• Sun Product X manufacturer
can launch Sun Product X in
other form
Source: QuintilesIMS
Analysis based on co-sold products
10
… and even more, on the financial aspect of each
pharmacy transaction
Source: QuintilesIMS
11,90 €
Sun Product X
5,70 €
All Market
8,30 €
2,40 €
5,70 €
7,60 €
6,20 €
Competitive Sun Products
13,30 €
10,70 €
Additional Spending
Product Price
11
A. Transactional Data Analytics
B. B. Retail Sales Price
C. In Store Promotions
Agenda
12
QI captures millions of transactions with the actual
selling price
0
20
40
60
80
100
120
140
160
180
200
220
240
260
280
300
320
17,0016,0015,0014,0013,0012,0011,0010,009,00 9,50 10,50 11,50 12,50 13,50 14,50 15,50 16,50
Retail Sales Price
Unitssold
Source: QuintilesIMS
Units Sold per Retail Sales Price
13
Retail Sales Price varies per pharmacy
Average price
per pharmacy
(EUR)
# pharmacies % pharmacies
8,5 – 9 0 0%
9 - 9,5 2 0%
9,5 - 10 0 0%
10 - 10,5 5 1%
10,5 - 11 5 1%
11 - 11,5 19 4%
11,5 - 12 52 12%
12 - 12,5 86 19%
12,5 - 13 95 21%
13 - 13,5 95 21%
13,5 - 14 52 12%
14 - 14,5 26 6%
14,5 - 15 8 2%
15 - 15,5 7 2%
15,5 - 16 0 0%
0%
1%
2%
3%
4%
5%
6%
7%
8%
9%
10%
11%
17,0010,00 11,00 13,00 15,0012,009,00 14,00 16,00
%pharmacies
Average yearly price per pharmacy
85% of pharmacies practice
prices between 11,5 – 14,50
Source: QuintilesIMS
Average Price practiced by pharmacy Pharmacy distribution based on price
14
You can now check RSP over Time and Area and act
accordingly
Source: QuintilesIMS
14 - 15
10 - 11
7.5%
21.5%
11- 12
12 - 13
37.6%
5.4%
15.1%
13 - 14
15 - 16 9.7%
16 - 17 3.2%
Price distribution Retail Sales Price KPIs
13.2 €
is the Retail Sales Price
10.2 €
is the minimum
price recorded
16.4 €
is the maximum
price recorded
1.5
is the RSPs Standard Deviation
15
A. Transactional Data Analytics
B. B. Retail Sales Price
C. In Store Promotions
Agenda
16
Pop Up marketing engine allows you to communicate at
the Point of Sale
* e-POS panel is not related to QI data collection panel
Source: QuintilesIMS
e-POS panel
of ~7.000 PoS
(est. Jan 2017)*
QuintilesIMS
Pop Up engine
17
Pop ups can be used for to inform, to promote and to
collect information
Source: QuintilesIMS
Indicative Look & Feel Indicative uses
• Inform on New product
launches
• Remind product
characteristics
• Promote a
complimentary product
• Communicate promo
activities
• Collect market information
via questionnaires
1818
Q&A
THANK YOU!

More Related Content

What's hot

ABC1 - D.A. Cameron - Managing costs in higher-income countries
ABC1 - D.A. Cameron - Managing costs in higher-income countries ABC1 - D.A. Cameron - Managing costs in higher-income countries
ABC1 - D.A. Cameron - Managing costs in higher-income countries European School of Oncology
 
Meaningful Use Final Rule Updates 2015
Meaningful Use Final Rule Updates 2015Meaningful Use Final Rule Updates 2015
Meaningful Use Final Rule Updates 2015Ben Quirk
 
Pharmacy Performance & Benchmarking Advantage
Pharmacy Performance & Benchmarking AdvantagePharmacy Performance & Benchmarking Advantage
Pharmacy Performance & Benchmarking AdvantageCatherine Meurisse
 
Insights - Meaningful Use - Patient Portal
Insights - Meaningful Use - Patient PortalInsights - Meaningful Use - Patient Portal
Insights - Meaningful Use - Patient PortalBen Quirk
 
Insights Webinar - Regulations Recap
Insights Webinar - Regulations RecapInsights Webinar - Regulations Recap
Insights Webinar - Regulations RecapBen Quirk
 
MARKETING PLAN FOR A MOBILE APP
MARKETING PLAN FOR A MOBILE APPMARKETING PLAN FOR A MOBILE APP
MARKETING PLAN FOR A MOBILE APPTanya Sinha
 
Beyond-the-pill: how to move from selling pills to value-added solutions
Beyond-the-pill: how to move from selling pills to value-added solutionsBeyond-the-pill: how to move from selling pills to value-added solutions
Beyond-the-pill: how to move from selling pills to value-added solutionsexecutiveinsight
 
OTC Insight Asia-Pacific 2017 FM
OTC Insight Asia-Pacific 2017 FMOTC Insight Asia-Pacific 2017 FM
OTC Insight Asia-Pacific 2017 FMfmaiese
 
Value Beyond The Pill: The Possibilities That Technology Offers Healthcare
Value Beyond The Pill: The Possibilities That Technology Offers HealthcareValue Beyond The Pill: The Possibilities That Technology Offers Healthcare
Value Beyond The Pill: The Possibilities That Technology Offers HealthcareFleishmanHillard UK
 
Observational research and registries
Observational research and registriesObservational research and registries
Observational research and registriesSatish Kumar
 
Insights Webinar - Patient Tracking Solutions
Insights Webinar -  Patient Tracking SolutionsInsights Webinar -  Patient Tracking Solutions
Insights Webinar - Patient Tracking SolutionsBen Quirk
 
UK mHealth app assessment
UK mHealth app assessmentUK mHealth app assessment
UK mHealth app assessment3GDR
 
6 Game-Changing Tips to Deal with Risk Management and Drug Safety Audit
6 Game-Changing Tips to Deal with Risk Management and Drug Safety Audit6 Game-Changing Tips to Deal with Risk Management and Drug Safety Audit
6 Game-Changing Tips to Deal with Risk Management and Drug Safety AuditDarwin Jayson Mariano
 
How developers can help save lives managing Asthma
How developers can help save lives managing AsthmaHow developers can help save lives managing Asthma
How developers can help save lives managing Asthma3GDR
 
Integrated ePR in Sweden - A case study on how Uppsala County in Sweden uses...
 Integrated ePR in Sweden - A case study on how Uppsala County in Sweden uses... Integrated ePR in Sweden - A case study on how Uppsala County in Sweden uses...
Integrated ePR in Sweden - A case study on how Uppsala County in Sweden uses...HIMSS UK
 
A Look Ahead for Health System Pharmacies
A Look Ahead for Health System PharmaciesA Look Ahead for Health System Pharmacies
A Look Ahead for Health System PharmaciesAmerisourceBergen
 

What's hot (18)

ABC1 - D.A. Cameron - Managing costs in higher-income countries
ABC1 - D.A. Cameron - Managing costs in higher-income countries ABC1 - D.A. Cameron - Managing costs in higher-income countries
ABC1 - D.A. Cameron - Managing costs in higher-income countries
 
Meaningful Use Final Rule Updates 2015
Meaningful Use Final Rule Updates 2015Meaningful Use Final Rule Updates 2015
Meaningful Use Final Rule Updates 2015
 
Pharmacy Performance & Benchmarking Advantage
Pharmacy Performance & Benchmarking AdvantagePharmacy Performance & Benchmarking Advantage
Pharmacy Performance & Benchmarking Advantage
 
ASCO 2016 Twitter Analysis
ASCO 2016 Twitter AnalysisASCO 2016 Twitter Analysis
ASCO 2016 Twitter Analysis
 
Insights - Meaningful Use - Patient Portal
Insights - Meaningful Use - Patient PortalInsights - Meaningful Use - Patient Portal
Insights - Meaningful Use - Patient Portal
 
Insights Webinar - Regulations Recap
Insights Webinar - Regulations RecapInsights Webinar - Regulations Recap
Insights Webinar - Regulations Recap
 
MARKETING PLAN FOR A MOBILE APP
MARKETING PLAN FOR A MOBILE APPMARKETING PLAN FOR A MOBILE APP
MARKETING PLAN FOR A MOBILE APP
 
Beyond-the-pill: how to move from selling pills to value-added solutions
Beyond-the-pill: how to move from selling pills to value-added solutionsBeyond-the-pill: how to move from selling pills to value-added solutions
Beyond-the-pill: how to move from selling pills to value-added solutions
 
OTC Insight Asia-Pacific 2017 FM
OTC Insight Asia-Pacific 2017 FMOTC Insight Asia-Pacific 2017 FM
OTC Insight Asia-Pacific 2017 FM
 
Value Beyond The Pill: The Possibilities That Technology Offers Healthcare
Value Beyond The Pill: The Possibilities That Technology Offers HealthcareValue Beyond The Pill: The Possibilities That Technology Offers Healthcare
Value Beyond The Pill: The Possibilities That Technology Offers Healthcare
 
Observational research and registries
Observational research and registriesObservational research and registries
Observational research and registries
 
Insights Webinar - Patient Tracking Solutions
Insights Webinar -  Patient Tracking SolutionsInsights Webinar -  Patient Tracking Solutions
Insights Webinar - Patient Tracking Solutions
 
UK mHealth app assessment
UK mHealth app assessmentUK mHealth app assessment
UK mHealth app assessment
 
SHIN-NY Dashboard April 2016
SHIN-NY Dashboard April 2016SHIN-NY Dashboard April 2016
SHIN-NY Dashboard April 2016
 
6 Game-Changing Tips to Deal with Risk Management and Drug Safety Audit
6 Game-Changing Tips to Deal with Risk Management and Drug Safety Audit6 Game-Changing Tips to Deal with Risk Management and Drug Safety Audit
6 Game-Changing Tips to Deal with Risk Management and Drug Safety Audit
 
How developers can help save lives managing Asthma
How developers can help save lives managing AsthmaHow developers can help save lives managing Asthma
How developers can help save lives managing Asthma
 
Integrated ePR in Sweden - A case study on how Uppsala County in Sweden uses...
 Integrated ePR in Sweden - A case study on how Uppsala County in Sweden uses... Integrated ePR in Sweden - A case study on how Uppsala County in Sweden uses...
Integrated ePR in Sweden - A case study on how Uppsala County in Sweden uses...
 
A Look Ahead for Health System Pharmacies
A Look Ahead for Health System PharmaciesA Look Ahead for Health System Pharmacies
A Look Ahead for Health System Pharmacies
 

Viewers also liked

2o OTC & Cosmetics Conference, Κωνσταντίνος Βαρσάμος
2o OTC & Cosmetics Conference, Κωνσταντίνος Βαρσάμος2o OTC & Cosmetics Conference, Κωνσταντίνος Βαρσάμος
2o OTC & Cosmetics Conference, Κωνσταντίνος ΒαρσάμοςStarttech Ventures
 
2o OTC & Cosmetics Conference, Γιώργος Θ. Δόκιος
2o OTC & Cosmetics Conference, Γιώργος Θ. Δόκιος2o OTC & Cosmetics Conference, Γιώργος Θ. Δόκιος
2o OTC & Cosmetics Conference, Γιώργος Θ. ΔόκιοςStarttech Ventures
 
2o OTC & Cosmetics Conference, Dr. Peter Smith
2o OTC & Cosmetics Conference, Dr. Peter Smith2o OTC & Cosmetics Conference, Dr. Peter Smith
2o OTC & Cosmetics Conference, Dr. Peter SmithStarttech Ventures
 
2o OTC & Cosmetics Conference, Daphné Lecomte-Somaggio
2o OTC & Cosmetics Conference, Daphné Lecomte-Somaggio2o OTC & Cosmetics Conference, Daphné Lecomte-Somaggio
2o OTC & Cosmetics Conference, Daphné Lecomte-SomaggioStarttech Ventures
 
2o OTC & Cosmetics Conference, Raymond Anderson
2o OTC & Cosmetics Conference, Raymond Anderson2o OTC & Cosmetics Conference, Raymond Anderson
2o OTC & Cosmetics Conference, Raymond AndersonStarttech Ventures
 
2o OTC & Cosmetics Conference, Πασχάλης-Αλέξανδρος Τεμεκενίδης
2o OTC & Cosmetics Conference, Πασχάλης-Αλέξανδρος Τεμεκενίδης2o OTC & Cosmetics Conference, Πασχάλης-Αλέξανδρος Τεμεκενίδης
2o OTC & Cosmetics Conference, Πασχάλης-Αλέξανδρος ΤεμεκενίδηςStarttech Ventures
 
Francine Nieto Quintiles IMS Presentation
Francine Nieto Quintiles IMS PresentationFrancine Nieto Quintiles IMS Presentation
Francine Nieto Quintiles IMS PresentationKisaco Research
 
Pharmaceutical selling
Pharmaceutical sellingPharmaceutical selling
Pharmaceutical sellingSalah35
 
Supply Chain Centers of Excellence Study - Summary Charts - 2014 - 2015
Supply Chain Centers of Excellence Study - Summary Charts - 2014 - 2015Supply Chain Centers of Excellence Study - Summary Charts - 2014 - 2015
Supply Chain Centers of Excellence Study - Summary Charts - 2014 - 2015Lora Cecere
 
Multichannel Marketing Trends 2017
Multichannel Marketing Trends 2017Multichannel Marketing Trends 2017
Multichannel Marketing Trends 2017Viseven
 

Viewers also liked (10)

2o OTC & Cosmetics Conference, Κωνσταντίνος Βαρσάμος
2o OTC & Cosmetics Conference, Κωνσταντίνος Βαρσάμος2o OTC & Cosmetics Conference, Κωνσταντίνος Βαρσάμος
2o OTC & Cosmetics Conference, Κωνσταντίνος Βαρσάμος
 
2o OTC & Cosmetics Conference, Γιώργος Θ. Δόκιος
2o OTC & Cosmetics Conference, Γιώργος Θ. Δόκιος2o OTC & Cosmetics Conference, Γιώργος Θ. Δόκιος
2o OTC & Cosmetics Conference, Γιώργος Θ. Δόκιος
 
2o OTC & Cosmetics Conference, Dr. Peter Smith
2o OTC & Cosmetics Conference, Dr. Peter Smith2o OTC & Cosmetics Conference, Dr. Peter Smith
2o OTC & Cosmetics Conference, Dr. Peter Smith
 
2o OTC & Cosmetics Conference, Daphné Lecomte-Somaggio
2o OTC & Cosmetics Conference, Daphné Lecomte-Somaggio2o OTC & Cosmetics Conference, Daphné Lecomte-Somaggio
2o OTC & Cosmetics Conference, Daphné Lecomte-Somaggio
 
2o OTC & Cosmetics Conference, Raymond Anderson
2o OTC & Cosmetics Conference, Raymond Anderson2o OTC & Cosmetics Conference, Raymond Anderson
2o OTC & Cosmetics Conference, Raymond Anderson
 
2o OTC & Cosmetics Conference, Πασχάλης-Αλέξανδρος Τεμεκενίδης
2o OTC & Cosmetics Conference, Πασχάλης-Αλέξανδρος Τεμεκενίδης2o OTC & Cosmetics Conference, Πασχάλης-Αλέξανδρος Τεμεκενίδης
2o OTC & Cosmetics Conference, Πασχάλης-Αλέξανδρος Τεμεκενίδης
 
Francine Nieto Quintiles IMS Presentation
Francine Nieto Quintiles IMS PresentationFrancine Nieto Quintiles IMS Presentation
Francine Nieto Quintiles IMS Presentation
 
Pharmaceutical selling
Pharmaceutical sellingPharmaceutical selling
Pharmaceutical selling
 
Supply Chain Centers of Excellence Study - Summary Charts - 2014 - 2015
Supply Chain Centers of Excellence Study - Summary Charts - 2014 - 2015Supply Chain Centers of Excellence Study - Summary Charts - 2014 - 2015
Supply Chain Centers of Excellence Study - Summary Charts - 2014 - 2015
 
Multichannel Marketing Trends 2017
Multichannel Marketing Trends 2017Multichannel Marketing Trends 2017
Multichannel Marketing Trends 2017
 

Similar to 2o OTC & Cosmetics Conference, Νίκος Κωστάρας

SHSMD Sept 2016 - FINAL
SHSMD Sept 2016 - FINALSHSMD Sept 2016 - FINAL
SHSMD Sept 2016 - FINALPamela Maas
 
VIAPROM Retail Analytics Solutions
VIAPROM Retail Analytics SolutionsVIAPROM Retail Analytics Solutions
VIAPROM Retail Analytics SolutionsJimut Mazumder
 
Summitry Worldwide - Pathfinder Social Media Toolset
Summitry Worldwide - Pathfinder Social Media ToolsetSummitry Worldwide - Pathfinder Social Media Toolset
Summitry Worldwide - Pathfinder Social Media ToolsetSummitry Worldwide
 
Advertising & Promotional Practices Among U.S. Supermarket Retailers
Advertising & Promotional Practices Among U.S. Supermarket RetailersAdvertising & Promotional Practices Among U.S. Supermarket Retailers
Advertising & Promotional Practices Among U.S. Supermarket RetailersAptaris
 
Veterinary Prescription Management
Veterinary Prescription ManagementVeterinary Prescription Management
Veterinary Prescription ManagementOculus Insights
 
Demand Forecasting
Demand ForecastingDemand Forecasting
Demand Forecastingsoumya0896
 
The CMO Survey Highlights and Insights February 2017
The CMO Survey Highlights and Insights February 2017The CMO Survey Highlights and Insights February 2017
The CMO Survey Highlights and Insights February 2017christinemoorman
 
Demystifying Healthcare Valuations
Demystifying Healthcare ValuationsDemystifying Healthcare Valuations
Demystifying Healthcare ValuationsStrategicValuations
 
Embracing Analytics To Boost Profits And Loyalty
Embracing Analytics To Boost Profits And LoyaltyEmbracing Analytics To Boost Profits And Loyalty
Embracing Analytics To Boost Profits And LoyaltyG3 Communications
 
Leveraging data for your digital campaigns
Leveraging data for your digital campaignsLeveraging data for your digital campaigns
Leveraging data for your digital campaignsStruyf Jean-Sébastien
 
GS1 UK Healthcare Conference - Masterclass Presentation - Rob Drag
GS1 UK Healthcare Conference - Masterclass Presentation - Rob DragGS1 UK Healthcare Conference - Masterclass Presentation - Rob Drag
GS1 UK Healthcare Conference - Masterclass Presentation - Rob DragGS1 UK
 
How to change your business during the recession caused by corona virus
How to change your business during the recession caused by corona virusHow to change your business during the recession caused by corona virus
How to change your business during the recession caused by corona virusAsen Gyczew
 
Retail Pricing in a Dynamic Promotional World
Retail Pricing in a Dynamic Promotional WorldRetail Pricing in a Dynamic Promotional World
Retail Pricing in a Dynamic Promotional WorldRevionics
 

Similar to 2o OTC & Cosmetics Conference, Νίκος Κωστάρας (20)

Sunrise Breakfast: CIO's Challenge
Sunrise Breakfast: CIO's ChallengeSunrise Breakfast: CIO's Challenge
Sunrise Breakfast: CIO's Challenge
 
SHSMD Sept 2016 - FINAL
SHSMD Sept 2016 - FINALSHSMD Sept 2016 - FINAL
SHSMD Sept 2016 - FINAL
 
VIAPROM Retail Analytics Solutions
VIAPROM Retail Analytics SolutionsVIAPROM Retail Analytics Solutions
VIAPROM Retail Analytics Solutions
 
Summitry Worldwide - Pathfinder Social Media Toolset
Summitry Worldwide - Pathfinder Social Media ToolsetSummitry Worldwide - Pathfinder Social Media Toolset
Summitry Worldwide - Pathfinder Social Media Toolset
 
mySupermarket
mySupermarketmySupermarket
mySupermarket
 
Advertising & Promotional Practices Among U.S. Supermarket Retailers
Advertising & Promotional Practices Among U.S. Supermarket RetailersAdvertising & Promotional Practices Among U.S. Supermarket Retailers
Advertising & Promotional Practices Among U.S. Supermarket Retailers
 
AFS Retail Execution Survey
AFS Retail Execution SurveyAFS Retail Execution Survey
AFS Retail Execution Survey
 
Veterinary Prescription Management
Veterinary Prescription ManagementVeterinary Prescription Management
Veterinary Prescription Management
 
Demand Forecasting
Demand ForecastingDemand Forecasting
Demand Forecasting
 
Measuring Print ROI
Measuring Print ROIMeasuring Print ROI
Measuring Print ROI
 
Nielsen - Vietnam retail landscape
Nielsen - Vietnam retail landscapeNielsen - Vietnam retail landscape
Nielsen - Vietnam retail landscape
 
The CMO Survey Highlights and Insights February 2017
The CMO Survey Highlights and Insights February 2017The CMO Survey Highlights and Insights February 2017
The CMO Survey Highlights and Insights February 2017
 
Demystifying Healthcare Valuations
Demystifying Healthcare ValuationsDemystifying Healthcare Valuations
Demystifying Healthcare Valuations
 
Embracing Analytics To Boost Profits And Loyalty
Embracing Analytics To Boost Profits And LoyaltyEmbracing Analytics To Boost Profits And Loyalty
Embracing Analytics To Boost Profits And Loyalty
 
Leveraging data for your digital campaigns
Leveraging data for your digital campaignsLeveraging data for your digital campaigns
Leveraging data for your digital campaigns
 
GS1 UK Healthcare Conference - Masterclass Presentation - Rob Drag
GS1 UK Healthcare Conference - Masterclass Presentation - Rob DragGS1 UK Healthcare Conference - Masterclass Presentation - Rob Drag
GS1 UK Healthcare Conference - Masterclass Presentation - Rob Drag
 
How to change your business during the recession caused by corona virus
How to change your business during the recession caused by corona virusHow to change your business during the recession caused by corona virus
How to change your business during the recession caused by corona virus
 
Retail Pricing in a Dynamic Promotional World
Retail Pricing in a Dynamic Promotional WorldRetail Pricing in a Dynamic Promotional World
Retail Pricing in a Dynamic Promotional World
 
Shrink to Grow_WP_FINAL V8_correct
Shrink to Grow_WP_FINAL V8_correctShrink to Grow_WP_FINAL V8_correct
Shrink to Grow_WP_FINAL V8_correct
 
Post Event Analysis with POS Data Discovery
Post Event Analysis with POS Data DiscoveryPost Event Analysis with POS Data Discovery
Post Event Analysis with POS Data Discovery
 

More from Starttech Ventures

Γιάννης Χονδρέλης, 11th Clinical Research Conference
Γιάννης Χονδρέλης, 11th Clinical Research ConferenceΓιάννης Χονδρέλης, 11th Clinical Research Conference
Γιάννης Χονδρέλης, 11th Clinical Research ConferenceStarttech Ventures
 
Γιώργος Βαρδαμίδης, 11th Clinical Research Conference
Γιώργος Βαρδαμίδης, 11th Clinical Research ConferenceΓιώργος Βαρδαμίδης, 11th Clinical Research Conference
Γιώργος Βαρδαμίδης, 11th Clinical Research ConferenceStarttech Ventures
 
Θανάσης Κώτσανης, 11th Clinical Research Conference
Θανάσης Κώτσανης, 11th Clinical Research ConferenceΘανάσης Κώτσανης, 11th Clinical Research Conference
Θανάσης Κώτσανης, 11th Clinical Research ConferenceStarttech Ventures
 
Παναγιώτης Παπαναγιώτου, 8th MedTech Conference
Παναγιώτης Παπαναγιώτου, 8th MedTech ConferenceΠαναγιώτης Παπαναγιώτου, 8th MedTech Conference
Παναγιώτης Παπαναγιώτου, 8th MedTech ConferenceStarttech Ventures
 
Θεοδόσιος Μπίσδας, 8th MedTech Conference
Θεοδόσιος Μπίσδας, 8th MedTech ConferenceΘεοδόσιος Μπίσδας, 8th MedTech Conference
Θεοδόσιος Μπίσδας, 8th MedTech ConferenceStarttech Ventures
 
Γιώργος Μοσχοβάκης, 8th MedTech Conference
Γιώργος Μοσχοβάκης, 8th MedTech ConferenceΓιώργος Μοσχοβάκης, 8th MedTech Conference
Γιώργος Μοσχοβάκης, 8th MedTech ConferenceStarttech Ventures
 
Θανάσης Πετμεζάς, 8th MedTech Conference
Θανάσης Πετμεζάς, 8th MedTech ConferenceΘανάσης Πετμεζάς, 8th MedTech Conference
Θανάσης Πετμεζάς, 8th MedTech ConferenceStarttech Ventures
 
Λεωνίδας Βαλάσας, 8th MedTech Conference
Λεωνίδας Βαλάσας, 8th MedTech ConferenceΛεωνίδας Βαλάσας, 8th MedTech Conference
Λεωνίδας Βαλάσας, 8th MedTech ConferenceStarttech Ventures
 
Νικόλαος Κουρεντζής, 8th MedTech Conference
Νικόλαος Κουρεντζής, 8th MedTech ConferenceΝικόλαος Κουρεντζής, 8th MedTech Conference
Νικόλαος Κουρεντζής, 8th MedTech ConferenceStarttech Ventures
 
Στέργιος Μπακάλης & Γεώργιος Μπήτρος, 4o Συνέδριο Επαγγελματικής Ασφάλισης
Στέργιος Μπακάλης & Γεώργιος Μπήτρος, 4o Συνέδριο Επαγγελματικής ΑσφάλισηςΣτέργιος Μπακάλης & Γεώργιος Μπήτρος, 4o Συνέδριο Επαγγελματικής Ασφάλισης
Στέργιος Μπακάλης & Γεώργιος Μπήτρος, 4o Συνέδριο Επαγγελματικής ΑσφάλισηςStarttech Ventures
 
Ηλίας Γεωργουλέας, 4o Συνέδριο Επαγγελματικής Ασφάλισης
Ηλίας Γεωργουλέας,  4o Συνέδριο Επαγγελματικής ΑσφάλισηςΗλίας Γεωργουλέας,  4o Συνέδριο Επαγγελματικής Ασφάλισης
Ηλίας Γεωργουλέας, 4o Συνέδριο Επαγγελματικής ΑσφάλισηςStarttech Ventures
 
Ηλίας Λεκκός, 4o Συνέδριο Επαγγελματικής Ασφάλισης
Ηλίας Λεκκός,  4o Συνέδριο Επαγγελματικής ΑσφάλισηςΗλίας Λεκκός,  4o Συνέδριο Επαγγελματικής Ασφάλισης
Ηλίας Λεκκός, 4o Συνέδριο Επαγγελματικής ΑσφάλισηςStarttech Ventures
 
Ανδρέας Χατζηκύρου, 4o Συνέδριο Επαγγελματικής Ασφάλισης
Ανδρέας Χατζηκύρου, 4o Συνέδριο Επαγγελματικής ΑσφάλισηςΑνδρέας Χατζηκύρου, 4o Συνέδριο Επαγγελματικής Ασφάλισης
Ανδρέας Χατζηκύρου, 4o Συνέδριο Επαγγελματικής ΑσφάλισηςStarttech Ventures
 
Dr. Thorsten Guthke, 4o Συνέδριο Επαγγελματικής Ασφάλισης
Dr. Thorsten Guthke,  4o Συνέδριο Επαγγελματικής ΑσφάλισηςDr. Thorsten Guthke,  4o Συνέδριο Επαγγελματικής Ασφάλισης
Dr. Thorsten Guthke, 4o Συνέδριο Επαγγελματικής ΑσφάλισηςStarttech Ventures
 
Μάνος Δροσατάκης, 4o Συνέδριο Επαγγελματικής Ασφάλισης
Μάνος Δροσατάκης,  4o Συνέδριο Επαγγελματικής ΑσφάλισηςΜάνος Δροσατάκης,  4o Συνέδριο Επαγγελματικής Ασφάλισης
Μάνος Δροσατάκης, 4o Συνέδριο Επαγγελματικής ΑσφάλισηςStarttech Ventures
 
Βύρων Κοτζαμάνης, 4o Συνέδριο Επαγγελματικής Ασφάλισης
Βύρων Κοτζαμάνης,  4o Συνέδριο Επαγγελματικής ΑσφάλισηςΒύρων Κοτζαμάνης,  4o Συνέδριο Επαγγελματικής Ασφάλισης
Βύρων Κοτζαμάνης, 4o Συνέδριο Επαγγελματικής ΑσφάλισηςStarttech Ventures
 
Tim Currell, 4o Συνέδριο Επαγγελματικής Ασφάλισης
Tim Currell,  4o Συνέδριο Επαγγελματικής ΑσφάλισηςTim Currell,  4o Συνέδριο Επαγγελματικής Ασφάλισης
Tim Currell, 4o Συνέδριο Επαγγελματικής ΑσφάλισηςStarttech Ventures
 
Δημήτρης Αλεξάνδρου
Δημήτρης ΑλεξάνδρουΔημήτρης Αλεξάνδρου
Δημήτρης ΑλεξάνδρουStarttech Ventures
 
Δημήτριος Τσεκούρας
Δημήτριος ΤσεκούραςΔημήτριος Τσεκούρας
Δημήτριος ΤσεκούραςStarttech Ventures
 

More from Starttech Ventures (20)

Γιάννης Χονδρέλης, 11th Clinical Research Conference
Γιάννης Χονδρέλης, 11th Clinical Research ConferenceΓιάννης Χονδρέλης, 11th Clinical Research Conference
Γιάννης Χονδρέλης, 11th Clinical Research Conference
 
Γιώργος Βαρδαμίδης, 11th Clinical Research Conference
Γιώργος Βαρδαμίδης, 11th Clinical Research ConferenceΓιώργος Βαρδαμίδης, 11th Clinical Research Conference
Γιώργος Βαρδαμίδης, 11th Clinical Research Conference
 
Θανάσης Κώτσανης, 11th Clinical Research Conference
Θανάσης Κώτσανης, 11th Clinical Research ConferenceΘανάσης Κώτσανης, 11th Clinical Research Conference
Θανάσης Κώτσανης, 11th Clinical Research Conference
 
Παναγιώτης Παπαναγιώτου, 8th MedTech Conference
Παναγιώτης Παπαναγιώτου, 8th MedTech ConferenceΠαναγιώτης Παπαναγιώτου, 8th MedTech Conference
Παναγιώτης Παπαναγιώτου, 8th MedTech Conference
 
Θεοδόσιος Μπίσδας, 8th MedTech Conference
Θεοδόσιος Μπίσδας, 8th MedTech ConferenceΘεοδόσιος Μπίσδας, 8th MedTech Conference
Θεοδόσιος Μπίσδας, 8th MedTech Conference
 
Γιώργος Μοσχοβάκης, 8th MedTech Conference
Γιώργος Μοσχοβάκης, 8th MedTech ConferenceΓιώργος Μοσχοβάκης, 8th MedTech Conference
Γιώργος Μοσχοβάκης, 8th MedTech Conference
 
Θανάσης Πετμεζάς, 8th MedTech Conference
Θανάσης Πετμεζάς, 8th MedTech ConferenceΘανάσης Πετμεζάς, 8th MedTech Conference
Θανάσης Πετμεζάς, 8th MedTech Conference
 
Λεωνίδας Βαλάσας, 8th MedTech Conference
Λεωνίδας Βαλάσας, 8th MedTech ConferenceΛεωνίδας Βαλάσας, 8th MedTech Conference
Λεωνίδας Βαλάσας, 8th MedTech Conference
 
Νικόλαος Κουρεντζής, 8th MedTech Conference
Νικόλαος Κουρεντζής, 8th MedTech ConferenceΝικόλαος Κουρεντζής, 8th MedTech Conference
Νικόλαος Κουρεντζής, 8th MedTech Conference
 
Στέργιος Μπακάλης & Γεώργιος Μπήτρος, 4o Συνέδριο Επαγγελματικής Ασφάλισης
Στέργιος Μπακάλης & Γεώργιος Μπήτρος, 4o Συνέδριο Επαγγελματικής ΑσφάλισηςΣτέργιος Μπακάλης & Γεώργιος Μπήτρος, 4o Συνέδριο Επαγγελματικής Ασφάλισης
Στέργιος Μπακάλης & Γεώργιος Μπήτρος, 4o Συνέδριο Επαγγελματικής Ασφάλισης
 
Ηλίας Γεωργουλέας, 4o Συνέδριο Επαγγελματικής Ασφάλισης
Ηλίας Γεωργουλέας,  4o Συνέδριο Επαγγελματικής ΑσφάλισηςΗλίας Γεωργουλέας,  4o Συνέδριο Επαγγελματικής Ασφάλισης
Ηλίας Γεωργουλέας, 4o Συνέδριο Επαγγελματικής Ασφάλισης
 
Ηλίας Λεκκός, 4o Συνέδριο Επαγγελματικής Ασφάλισης
Ηλίας Λεκκός,  4o Συνέδριο Επαγγελματικής ΑσφάλισηςΗλίας Λεκκός,  4o Συνέδριο Επαγγελματικής Ασφάλισης
Ηλίας Λεκκός, 4o Συνέδριο Επαγγελματικής Ασφάλισης
 
Ανδρέας Χατζηκύρου, 4o Συνέδριο Επαγγελματικής Ασφάλισης
Ανδρέας Χατζηκύρου, 4o Συνέδριο Επαγγελματικής ΑσφάλισηςΑνδρέας Χατζηκύρου, 4o Συνέδριο Επαγγελματικής Ασφάλισης
Ανδρέας Χατζηκύρου, 4o Συνέδριο Επαγγελματικής Ασφάλισης
 
Dr. Thorsten Guthke, 4o Συνέδριο Επαγγελματικής Ασφάλισης
Dr. Thorsten Guthke,  4o Συνέδριο Επαγγελματικής ΑσφάλισηςDr. Thorsten Guthke,  4o Συνέδριο Επαγγελματικής Ασφάλισης
Dr. Thorsten Guthke, 4o Συνέδριο Επαγγελματικής Ασφάλισης
 
Μάνος Δροσατάκης, 4o Συνέδριο Επαγγελματικής Ασφάλισης
Μάνος Δροσατάκης,  4o Συνέδριο Επαγγελματικής ΑσφάλισηςΜάνος Δροσατάκης,  4o Συνέδριο Επαγγελματικής Ασφάλισης
Μάνος Δροσατάκης, 4o Συνέδριο Επαγγελματικής Ασφάλισης
 
Βύρων Κοτζαμάνης, 4o Συνέδριο Επαγγελματικής Ασφάλισης
Βύρων Κοτζαμάνης,  4o Συνέδριο Επαγγελματικής ΑσφάλισηςΒύρων Κοτζαμάνης,  4o Συνέδριο Επαγγελματικής Ασφάλισης
Βύρων Κοτζαμάνης, 4o Συνέδριο Επαγγελματικής Ασφάλισης
 
Tim Currell, 4o Συνέδριο Επαγγελματικής Ασφάλισης
Tim Currell,  4o Συνέδριο Επαγγελματικής ΑσφάλισηςTim Currell,  4o Συνέδριο Επαγγελματικής Ασφάλισης
Tim Currell, 4o Συνέδριο Επαγγελματικής Ασφάλισης
 
Ilias E. Xirouhakis
Ilias E. XirouhakisIlias E. Xirouhakis
Ilias E. Xirouhakis
 
Δημήτρης Αλεξάνδρου
Δημήτρης ΑλεξάνδρουΔημήτρης Αλεξάνδρου
Δημήτρης Αλεξάνδρου
 
Δημήτριος Τσεκούρας
Δημήτριος ΤσεκούραςΔημήτριος Τσεκούρας
Δημήτριος Τσεκούρας
 

Recently uploaded

CTAC 2024 Valencia - Henrik Hanke - Reduce to the max - slideshare.pdf
CTAC 2024 Valencia - Henrik Hanke - Reduce to the max - slideshare.pdfCTAC 2024 Valencia - Henrik Hanke - Reduce to the max - slideshare.pdf
CTAC 2024 Valencia - Henrik Hanke - Reduce to the max - slideshare.pdfhenrik385807
 
Andrés Ramírez Gossler, Facundo Schinnea - eCommerce Day Chile 2024
Andrés Ramírez Gossler, Facundo Schinnea - eCommerce Day Chile 2024Andrés Ramírez Gossler, Facundo Schinnea - eCommerce Day Chile 2024
Andrés Ramírez Gossler, Facundo Schinnea - eCommerce Day Chile 2024eCommerce Institute
 
CTAC 2024 Valencia - Sven Zoelle - Most Crucial Invest to Digitalisation_slid...
CTAC 2024 Valencia - Sven Zoelle - Most Crucial Invest to Digitalisation_slid...CTAC 2024 Valencia - Sven Zoelle - Most Crucial Invest to Digitalisation_slid...
CTAC 2024 Valencia - Sven Zoelle - Most Crucial Invest to Digitalisation_slid...henrik385807
 
Governance and Nation-Building in Nigeria: Some Reflections on Options for Po...
Governance and Nation-Building in Nigeria: Some Reflections on Options for Po...Governance and Nation-Building in Nigeria: Some Reflections on Options for Po...
Governance and Nation-Building in Nigeria: Some Reflections on Options for Po...Kayode Fayemi
 
Open Source Camp Kubernetes 2024 | Running WebAssembly on Kubernetes by Alex ...
Open Source Camp Kubernetes 2024 | Running WebAssembly on Kubernetes by Alex ...Open Source Camp Kubernetes 2024 | Running WebAssembly on Kubernetes by Alex ...
Open Source Camp Kubernetes 2024 | Running WebAssembly on Kubernetes by Alex ...NETWAYS
 
Navi Mumbai Call Girls Service Pooja 9892124323 Real Russian Girls Looking Mo...
Navi Mumbai Call Girls Service Pooja 9892124323 Real Russian Girls Looking Mo...Navi Mumbai Call Girls Service Pooja 9892124323 Real Russian Girls Looking Mo...
Navi Mumbai Call Girls Service Pooja 9892124323 Real Russian Girls Looking Mo...Pooja Nehwal
 
VVIP Call Girls Nalasopara : 9892124323, Call Girls in Nalasopara Services
VVIP Call Girls Nalasopara : 9892124323, Call Girls in Nalasopara ServicesVVIP Call Girls Nalasopara : 9892124323, Call Girls in Nalasopara Services
VVIP Call Girls Nalasopara : 9892124323, Call Girls in Nalasopara ServicesPooja Nehwal
 
Call Girls in Rohini Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Rohini Delhi 💯Call Us 🔝8264348440🔝Call Girls in Rohini Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Rohini Delhi 💯Call Us 🔝8264348440🔝soniya singh
 
Call Girls in Sarojini Nagar Market Delhi 💯 Call Us 🔝8264348440🔝
Call Girls in Sarojini Nagar Market Delhi 💯 Call Us 🔝8264348440🔝Call Girls in Sarojini Nagar Market Delhi 💯 Call Us 🔝8264348440🔝
Call Girls in Sarojini Nagar Market Delhi 💯 Call Us 🔝8264348440🔝soniya singh
 
Exploring protein-protein interactions by Weak Affinity Chromatography (WAC) ...
Exploring protein-protein interactions by Weak Affinity Chromatography (WAC) ...Exploring protein-protein interactions by Weak Affinity Chromatography (WAC) ...
Exploring protein-protein interactions by Weak Affinity Chromatography (WAC) ...Salam Al-Karadaghi
 
call girls in delhi malviya nagar @9811711561@
call girls in delhi malviya nagar @9811711561@call girls in delhi malviya nagar @9811711561@
call girls in delhi malviya nagar @9811711561@vikas rana
 
Open Source Camp Kubernetes 2024 | Monitoring Kubernetes With Icinga by Eric ...
Open Source Camp Kubernetes 2024 | Monitoring Kubernetes With Icinga by Eric ...Open Source Camp Kubernetes 2024 | Monitoring Kubernetes With Icinga by Eric ...
Open Source Camp Kubernetes 2024 | Monitoring Kubernetes With Icinga by Eric ...NETWAYS
 
Microsoft Copilot AI for Everyone - created by AI
Microsoft Copilot AI for Everyone - created by AIMicrosoft Copilot AI for Everyone - created by AI
Microsoft Copilot AI for Everyone - created by AITatiana Gurgel
 
Philippine History cavite Mutiny Report.ppt
Philippine History cavite Mutiny Report.pptPhilippine History cavite Mutiny Report.ppt
Philippine History cavite Mutiny Report.pptssuser319dad
 
George Lever - eCommerce Day Chile 2024
George Lever -  eCommerce Day Chile 2024George Lever -  eCommerce Day Chile 2024
George Lever - eCommerce Day Chile 2024eCommerce Institute
 
Motivation and Theory Maslow and Murray pdf
Motivation and Theory Maslow and Murray pdfMotivation and Theory Maslow and Murray pdf
Motivation and Theory Maslow and Murray pdfakankshagupta7348026
 
LANDMARKS AND MONUMENTS IN NIGERIA.pptx
LANDMARKS  AND MONUMENTS IN NIGERIA.pptxLANDMARKS  AND MONUMENTS IN NIGERIA.pptx
LANDMARKS AND MONUMENTS IN NIGERIA.pptxBasil Achie
 
OSCamp Kubernetes 2024 | SRE Challenges in Monolith to Microservices Shift at...
OSCamp Kubernetes 2024 | SRE Challenges in Monolith to Microservices Shift at...OSCamp Kubernetes 2024 | SRE Challenges in Monolith to Microservices Shift at...
OSCamp Kubernetes 2024 | SRE Challenges in Monolith to Microservices Shift at...NETWAYS
 
OSCamp Kubernetes 2024 | A Tester's Guide to CI_CD as an Automated Quality Co...
OSCamp Kubernetes 2024 | A Tester's Guide to CI_CD as an Automated Quality Co...OSCamp Kubernetes 2024 | A Tester's Guide to CI_CD as an Automated Quality Co...
OSCamp Kubernetes 2024 | A Tester's Guide to CI_CD as an Automated Quality Co...NETWAYS
 
Night 7k Call Girls Noida Sector 128 Call Me: 8448380779
Night 7k Call Girls Noida Sector 128 Call Me: 8448380779Night 7k Call Girls Noida Sector 128 Call Me: 8448380779
Night 7k Call Girls Noida Sector 128 Call Me: 8448380779Delhi Call girls
 

Recently uploaded (20)

CTAC 2024 Valencia - Henrik Hanke - Reduce to the max - slideshare.pdf
CTAC 2024 Valencia - Henrik Hanke - Reduce to the max - slideshare.pdfCTAC 2024 Valencia - Henrik Hanke - Reduce to the max - slideshare.pdf
CTAC 2024 Valencia - Henrik Hanke - Reduce to the max - slideshare.pdf
 
Andrés Ramírez Gossler, Facundo Schinnea - eCommerce Day Chile 2024
Andrés Ramírez Gossler, Facundo Schinnea - eCommerce Day Chile 2024Andrés Ramírez Gossler, Facundo Schinnea - eCommerce Day Chile 2024
Andrés Ramírez Gossler, Facundo Schinnea - eCommerce Day Chile 2024
 
CTAC 2024 Valencia - Sven Zoelle - Most Crucial Invest to Digitalisation_slid...
CTAC 2024 Valencia - Sven Zoelle - Most Crucial Invest to Digitalisation_slid...CTAC 2024 Valencia - Sven Zoelle - Most Crucial Invest to Digitalisation_slid...
CTAC 2024 Valencia - Sven Zoelle - Most Crucial Invest to Digitalisation_slid...
 
Governance and Nation-Building in Nigeria: Some Reflections on Options for Po...
Governance and Nation-Building in Nigeria: Some Reflections on Options for Po...Governance and Nation-Building in Nigeria: Some Reflections on Options for Po...
Governance and Nation-Building in Nigeria: Some Reflections on Options for Po...
 
Open Source Camp Kubernetes 2024 | Running WebAssembly on Kubernetes by Alex ...
Open Source Camp Kubernetes 2024 | Running WebAssembly on Kubernetes by Alex ...Open Source Camp Kubernetes 2024 | Running WebAssembly on Kubernetes by Alex ...
Open Source Camp Kubernetes 2024 | Running WebAssembly on Kubernetes by Alex ...
 
Navi Mumbai Call Girls Service Pooja 9892124323 Real Russian Girls Looking Mo...
Navi Mumbai Call Girls Service Pooja 9892124323 Real Russian Girls Looking Mo...Navi Mumbai Call Girls Service Pooja 9892124323 Real Russian Girls Looking Mo...
Navi Mumbai Call Girls Service Pooja 9892124323 Real Russian Girls Looking Mo...
 
VVIP Call Girls Nalasopara : 9892124323, Call Girls in Nalasopara Services
VVIP Call Girls Nalasopara : 9892124323, Call Girls in Nalasopara ServicesVVIP Call Girls Nalasopara : 9892124323, Call Girls in Nalasopara Services
VVIP Call Girls Nalasopara : 9892124323, Call Girls in Nalasopara Services
 
Call Girls in Rohini Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Rohini Delhi 💯Call Us 🔝8264348440🔝Call Girls in Rohini Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Rohini Delhi 💯Call Us 🔝8264348440🔝
 
Call Girls in Sarojini Nagar Market Delhi 💯 Call Us 🔝8264348440🔝
Call Girls in Sarojini Nagar Market Delhi 💯 Call Us 🔝8264348440🔝Call Girls in Sarojini Nagar Market Delhi 💯 Call Us 🔝8264348440🔝
Call Girls in Sarojini Nagar Market Delhi 💯 Call Us 🔝8264348440🔝
 
Exploring protein-protein interactions by Weak Affinity Chromatography (WAC) ...
Exploring protein-protein interactions by Weak Affinity Chromatography (WAC) ...Exploring protein-protein interactions by Weak Affinity Chromatography (WAC) ...
Exploring protein-protein interactions by Weak Affinity Chromatography (WAC) ...
 
call girls in delhi malviya nagar @9811711561@
call girls in delhi malviya nagar @9811711561@call girls in delhi malviya nagar @9811711561@
call girls in delhi malviya nagar @9811711561@
 
Open Source Camp Kubernetes 2024 | Monitoring Kubernetes With Icinga by Eric ...
Open Source Camp Kubernetes 2024 | Monitoring Kubernetes With Icinga by Eric ...Open Source Camp Kubernetes 2024 | Monitoring Kubernetes With Icinga by Eric ...
Open Source Camp Kubernetes 2024 | Monitoring Kubernetes With Icinga by Eric ...
 
Microsoft Copilot AI for Everyone - created by AI
Microsoft Copilot AI for Everyone - created by AIMicrosoft Copilot AI for Everyone - created by AI
Microsoft Copilot AI for Everyone - created by AI
 
Philippine History cavite Mutiny Report.ppt
Philippine History cavite Mutiny Report.pptPhilippine History cavite Mutiny Report.ppt
Philippine History cavite Mutiny Report.ppt
 
George Lever - eCommerce Day Chile 2024
George Lever -  eCommerce Day Chile 2024George Lever -  eCommerce Day Chile 2024
George Lever - eCommerce Day Chile 2024
 
Motivation and Theory Maslow and Murray pdf
Motivation and Theory Maslow and Murray pdfMotivation and Theory Maslow and Murray pdf
Motivation and Theory Maslow and Murray pdf
 
LANDMARKS AND MONUMENTS IN NIGERIA.pptx
LANDMARKS  AND MONUMENTS IN NIGERIA.pptxLANDMARKS  AND MONUMENTS IN NIGERIA.pptx
LANDMARKS AND MONUMENTS IN NIGERIA.pptx
 
OSCamp Kubernetes 2024 | SRE Challenges in Monolith to Microservices Shift at...
OSCamp Kubernetes 2024 | SRE Challenges in Monolith to Microservices Shift at...OSCamp Kubernetes 2024 | SRE Challenges in Monolith to Microservices Shift at...
OSCamp Kubernetes 2024 | SRE Challenges in Monolith to Microservices Shift at...
 
OSCamp Kubernetes 2024 | A Tester's Guide to CI_CD as an Automated Quality Co...
OSCamp Kubernetes 2024 | A Tester's Guide to CI_CD as an Automated Quality Co...OSCamp Kubernetes 2024 | A Tester's Guide to CI_CD as an Automated Quality Co...
OSCamp Kubernetes 2024 | A Tester's Guide to CI_CD as an Automated Quality Co...
 
Night 7k Call Girls Noida Sector 128 Call Me: 8448380779
Night 7k Call Girls Noida Sector 128 Call Me: 8448380779Night 7k Call Girls Noida Sector 128 Call Me: 8448380779
Night 7k Call Girls Noida Sector 128 Call Me: 8448380779
 

2o OTC & Cosmetics Conference, Νίκος Κωστάρας

  • 1. Copyright © 2016 QuintilesIMS. All rights reserved. Consumer Health New Technological solutions of QuintilesIMS: Innovation & Effectiveness Nikos Kostaras QuintilesIMS, GM
  • 2. 2 A. Transactional Data Analytics B. Retail Sales Price C. In Store Promotions Agenda
  • 3. 3 QI has enriched its available data via advanced software at POS.. Source: QuintilesIMS More than 60.000.000 distinct transactions are captured every year Transactional data of ~1.200 pharmacies; ~1700+ in Q1 2017:  Transaction Id  Time & Date  Co-purchased products  Retail Sales Price (also as a stand-alone service) Drugs info:  Reimbursed flag  Prescription Indication  Dosage Scheme  Sick Fund PoS transactions database
  • 4. 4 … that allows you to understand consumer behavior Source: QuintilesIMS What? What other products do customers buy with your product? When? When do customers buy your product? Where? Where do customers buy your product?
  • 5. 5 Such information is very useful to marketing & sales dpts Source: QuintilesIMS Type of information Examples of marketing usage • Day of week/ month • Time of day • Pharmacy location (e.g. big street vs. shopping mall, rural vs. urban) • Socio-economic factors of each location • Sensitivity Analysis on Advertising & Promotion; ROI: • When to advertise / do in-store activities eg Weekends Vs. Working days • How do your marketing activities affect sales • Adjust commercial policy; React to competition • Where to do discounts/ adjust pricing eg touristic areas • Where to perform PoS trade marketing initiatives • What are the characteristics of pharmacy/area with high sales When? Where? • Retail Sales Price • Product sold alone • Products co-sold • Basket Analysis, Co-dispensing insights, Bundle pack • What up-selling & cross-selling initiatives to invest • What co-packing promotional activities to do • Optimize pricing strategy What?
  • 6. 6 Analytics can focus on detailed periods of time… Source: QuintilesIMS 4.0% 2.7% -22.5% 29.4% 36.9% Jun-15 -28.9% 6.7% Feb-15 6.2% 3.3% Jan-15 5.0% 1.7% Dec-14 20.9% May-15 28.6% Apr-15 24.9% 19.4% Mar-15 10.4% Analysis based on specific days 18.7% Friday Saturday 19.2% 4.6% 8.2% 0.8% 0.8% +30.6% 19.6% 19.6% Wednesday Tuesday 15.1% 19.3% 20.5% Thursday 22.4% 14.7% Monday 16.4% Sunday +80.7% Sun product X Competitive sun products Analysis based on days of week
  • 7. 7 …or how sales are evolving over a period of time Vs. marketing activities Source: QuintilesIMS 70 75 80 85 90 95 100 105 110 115 120 125 130 2Sep2016 4Sep2016 5Sep2016 1Sep2016 6Sep2016 3Sep2016 7Sep2016 8Sep2016 11Sep2016 10Sep2016 9Sep2016 16Sep2016 13Sep2016 12Sep2016 15Sep2016 14Sep2016 21Sep2016 18Sep2016 17Sep2016 20Sep2016 19Sep2016 26Sep2016 23Sep2016 22Sep2016 25Sep2016 24Sep2016 28Sep2016 27Sep2016 30Sep2016 29Sep2016 % of Average Daily Sales Average Daily Sales TV advertisement HALO effect
  • 8. 8 Analytics can focus on custom areas… Source: QuintilesIMS Analysis based on area type Analysis based on standard of living 7.7% +75.1% Touristic 13.4% Rural 6.1% 8.1% Urban 80.4% 84.2% 4.4% Low Medium +56.5% 13.5% 8.6% 5.4% 86.0% High 82.1% Sun product X Competitive sun products
  • 9. 9 … on consumer behavior revealed by basket analysis … 896 844 750 638 605 605 2.945 Prod1 Prod4 1.214 Prod2 1.195 Prod3 28.194 Total Prod7 Prod6 Prod5 Other 17.110 Prod8 Prod9 Prod101.392 Insights • Prod 1 is a complimentary product for which the Sun Product X manufacturer has a competitive one, Prod 1A • Prod 2, Prod 4, Prod 5, Prod 6 are competitors products in different forms Actions • Sun Product X can be co- promoted with Prod 1A • Sun Product X manufacturer can launch Sun Product X in other form Source: QuintilesIMS Analysis based on co-sold products
  • 10. 10 … and even more, on the financial aspect of each pharmacy transaction Source: QuintilesIMS 11,90 € Sun Product X 5,70 € All Market 8,30 € 2,40 € 5,70 € 7,60 € 6,20 € Competitive Sun Products 13,30 € 10,70 € Additional Spending Product Price
  • 11. 11 A. Transactional Data Analytics B. B. Retail Sales Price C. In Store Promotions Agenda
  • 12. 12 QI captures millions of transactions with the actual selling price 0 20 40 60 80 100 120 140 160 180 200 220 240 260 280 300 320 17,0016,0015,0014,0013,0012,0011,0010,009,00 9,50 10,50 11,50 12,50 13,50 14,50 15,50 16,50 Retail Sales Price Unitssold Source: QuintilesIMS Units Sold per Retail Sales Price
  • 13. 13 Retail Sales Price varies per pharmacy Average price per pharmacy (EUR) # pharmacies % pharmacies 8,5 – 9 0 0% 9 - 9,5 2 0% 9,5 - 10 0 0% 10 - 10,5 5 1% 10,5 - 11 5 1% 11 - 11,5 19 4% 11,5 - 12 52 12% 12 - 12,5 86 19% 12,5 - 13 95 21% 13 - 13,5 95 21% 13,5 - 14 52 12% 14 - 14,5 26 6% 14,5 - 15 8 2% 15 - 15,5 7 2% 15,5 - 16 0 0% 0% 1% 2% 3% 4% 5% 6% 7% 8% 9% 10% 11% 17,0010,00 11,00 13,00 15,0012,009,00 14,00 16,00 %pharmacies Average yearly price per pharmacy 85% of pharmacies practice prices between 11,5 – 14,50 Source: QuintilesIMS Average Price practiced by pharmacy Pharmacy distribution based on price
  • 14. 14 You can now check RSP over Time and Area and act accordingly Source: QuintilesIMS 14 - 15 10 - 11 7.5% 21.5% 11- 12 12 - 13 37.6% 5.4% 15.1% 13 - 14 15 - 16 9.7% 16 - 17 3.2% Price distribution Retail Sales Price KPIs 13.2 € is the Retail Sales Price 10.2 € is the minimum price recorded 16.4 € is the maximum price recorded 1.5 is the RSPs Standard Deviation
  • 15. 15 A. Transactional Data Analytics B. B. Retail Sales Price C. In Store Promotions Agenda
  • 16. 16 Pop Up marketing engine allows you to communicate at the Point of Sale * e-POS panel is not related to QI data collection panel Source: QuintilesIMS e-POS panel of ~7.000 PoS (est. Jan 2017)* QuintilesIMS Pop Up engine
  • 17. 17 Pop ups can be used for to inform, to promote and to collect information Source: QuintilesIMS Indicative Look & Feel Indicative uses • Inform on New product launches • Remind product characteristics • Promote a complimentary product • Communicate promo activities • Collect market information via questionnaires