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By : Dr. Dino Leonandri, MM, CHA
Room Rate Struture
Dynamic Pricing for Hotel Revenue Management
Problem Statement
Any Kind Hotel is losing money because they are
unable to forecast accurately the market
demand
1. Find the variables that have direct impact on
the hotel room rates.
2. Forecast the upcoming demand.
3. Build a dynamic pricing model that
determines rates automatically based on the
forecasted demand.
Study Case
Le Corail
Suites Hotel
Located in les Jardins du Lac II
Founded on October 2013
A business hotel that has 134
rooms, most of them are suites.
Ranked #3 Best Value of 59
hotels in Tunis (tripadvisor)
SWOT Analysis
• Strengths:
– -Strong online reputation / - Centralized information system
(Top Hotel)
• Weaknesses:
– Not a member of chained brand / - No Revenue Management
System (RMS)
• Opportunities:
– Automate the collection of competitors data / - Implement
forecasting
• Threats:
– New entrants (Avani & Novotel) / - Competition from
international brands
The concept of Revenue Management originated in the
airlines industry (Zhang, Li, 2018)
It has two principles (Zhang, Li, 2018):
1. The inventory is perishable
2. Different customers are willing to pay different
amounts of money
• Hotel’s focus is shifting from high volume booking to
high profit booking (Caicedo, 2016)
• - Yield Management is part of the Revenue
Management (Zhang, Li, 2018)
Demand drivers
Demand = Occupancy Rate (Ivanov, 2014)
Demand drivers (Ivanov, 2014):
• 1. Day of the week
• 2. Special events (i.e. holidays, festivals,
conferences, etc..)
• 3. Competitors’ actions
Data Understanding
Occupancy rate cycles for Corail versus its competitors
1. ‘OR Novotel’ and ‘OR Compset’ have a strong positive relationship with ‘OR Corail’.
2. ‘is_weekend’, ‘is_ramadan’ and ‘is_event’ have a significant negative relationship with
‘OR Corail’.
Dynamic Pricing
Prediction
Ensure rate parity across different distribution
channels
Offer direct booking incentives
- Encourage customers to make reservations
through our website
Thank You
Please subscribe and like :
www.youtube.com/channel/UCHWtDItwtFziERwD0qIrP4Q

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Hotel's Room Rate structure #1 by Dino Leonandri

  • 1. By : Dr. Dino Leonandri, MM, CHA Room Rate Struture
  • 2. Dynamic Pricing for Hotel Revenue Management
  • 3. Problem Statement Any Kind Hotel is losing money because they are unable to forecast accurately the market demand
  • 4. 1. Find the variables that have direct impact on the hotel room rates. 2. Forecast the upcoming demand. 3. Build a dynamic pricing model that determines rates automatically based on the forecasted demand.
  • 5. Study Case Le Corail Suites Hotel Located in les Jardins du Lac II Founded on October 2013 A business hotel that has 134 rooms, most of them are suites. Ranked #3 Best Value of 59 hotels in Tunis (tripadvisor)
  • 6. SWOT Analysis • Strengths: – -Strong online reputation / - Centralized information system (Top Hotel) • Weaknesses: – Not a member of chained brand / - No Revenue Management System (RMS) • Opportunities: – Automate the collection of competitors data / - Implement forecasting • Threats: – New entrants (Avani & Novotel) / - Competition from international brands
  • 7. The concept of Revenue Management originated in the airlines industry (Zhang, Li, 2018) It has two principles (Zhang, Li, 2018): 1. The inventory is perishable 2. Different customers are willing to pay different amounts of money • Hotel’s focus is shifting from high volume booking to high profit booking (Caicedo, 2016) • - Yield Management is part of the Revenue Management (Zhang, Li, 2018)
  • 8.
  • 9. Demand drivers Demand = Occupancy Rate (Ivanov, 2014) Demand drivers (Ivanov, 2014): • 1. Day of the week • 2. Special events (i.e. holidays, festivals, conferences, etc..) • 3. Competitors’ actions
  • 10. Data Understanding Occupancy rate cycles for Corail versus its competitors
  • 11. 1. ‘OR Novotel’ and ‘OR Compset’ have a strong positive relationship with ‘OR Corail’. 2. ‘is_weekend’, ‘is_ramadan’ and ‘is_event’ have a significant negative relationship with ‘OR Corail’.
  • 14. Ensure rate parity across different distribution channels
  • 15. Offer direct booking incentives - Encourage customers to make reservations through our website
  • 16. Thank You Please subscribe and like : www.youtube.com/channel/UCHWtDItwtFziERwD0qIrP4Q