Revenue Management in hotels has evolved from the airlines yield management systems introduced in the 1980s as a means of more effectively linking pricing to specific supply and demand using automation.
Understanding the key concepts in revenue managementâ(tm)s and applying its most useful strategies and tactics have become critical for most hospitality operations, regardless of hotel size, brand or location.
Dr. Gabor Forgacs has worked in the industry on two continents over a 20 year period. He has been on the faculty of the Ted Rogers School of Hospitality and Tourism Management at Ryerson University in Toronto since 1997. Dr. Forgacs has used this combination of experience and research in a new resource that delves into revenue maximization strategies and their operational application.
Revenue Management: Maximizing Revenue in Hospitality Operations by Dr. Gabor Forgacs,
A Speaker and Faculty Member @ HospitalityEducators.com
Top Notch - Excellent for Both the Industry and the University
The book is an easy read of only 100 pages, but it is full of useful information.
The 5 chapters are:
1. What is revenue management?
2. Measurement â" internal and external measures
3. Tactical revenue management including forecasting demand and availability
4. Strategies in marketing, pricing, packaging and distribution channel
5. Revenue managementâ(tm)s role and place, including automation and systems
Each chapter includes an outline and competencies to be gained by understanding the material in that chapter. While this book is used in academic and university settings, Dr. Forgacs has made the material very user friendly to both hospitality students and end users in the industry.
Readers will study the distinctions between strategic and tactical revenue management and why that distinction is important. He identifies tools that are available to revenue managers and when to use them.
He explains how to interpret the wide variety of information needed to effectively maximize revenue, as well as essential issues to scrutinize before implementing revenue management tactics. He explains how revenue management is often misunderstood and applied inappropriately, as well as potential consequences and costs that may be incurred if revenue management is used improperly. On balance, he also outlines the many benefits that can be achieved when properly done.
I am pleased to recommend this book.
Dr. John Hogan, CHA CHE CMHS
HospitalityEducators
Hogan Hospitality
Revenue Management: Maximizing Revenue in Hospitality Operations by Dr. Gabor Forgacs, 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)
A Speaker and Faculty Member @ HospitalityEducators.com