SlideShare a Scribd company logo
1 of 20
Field Size and Per-Race Wagering Determinants
Steve Koch
Vice President – Racing
Woodbine Entertainment Group
Global Symposium on Racing & Gaming
December 9, 2014
Average & Median Wager per Field Size
Woodbine 2014
4 5 6 7 8 9 10 11 12 13 14
Field Size
Handle
Avg Handle Median Handle
Average & Median Win Odds per Field Size
Woodbine 2014
3.7
7.1
8.9
14.3 15.0
16.4
20.9
21.8
23.8
26.9
29.2
0.0
5.0
10.0
15.0
20.0
25.0
30.0
4 5 6 7 8 9 10 11 12 13 14
Field Size
WinOdds"to1"
Avg W Odds Med W Odds
Econometric Analysis
• Woodbine 2012, $454m total wager on 1,515 races
• Multivariate Regression – empirically verify which variables are/not statistically
meaningful to per-race wagering and isolate the true magnitude of these
relationships.
• Mathematically control for intertwined relationships. Model results are “all else
held constant” (aka, ceteris paribus).
• Basic Model:
Per-Race Handle = f(Field Size, Race Quality, Surface, Race Conditions,
Raceorder, Special Events, Market Timing, Market Distribution)
• Data complications include Serial Correlation and “Stacked” Correlation Effects
Handle Increases at a Diminishing Rate as Field Size Increases
4 5 6 7 8 9 10 11 12 13 14
Field Size
IncreasingHandle
Average Wager per Field Size w/ Linear Trendline
Woodbine 2014
4 5 6 7 8 9 10 11 12 13 14
Field Size
Handle
Diminishing Marginal Value of the Next Horse
2.9%
4.1%
5.3%
6.5%
7.7%
8.9%
10.1%
11.3%
12.5%
13.7%
14.9%
4th 5th 6th 7th 8th 9th 10th 11th 12th 13th 14th
Next Betting Interest
IncreasingHandle
Diminishing Marginal Value of the Next Horse
14.9%
13.7%
12.5%
11.3%
10.1%
8.9%
7.7%
6.5%
5.3%
4.1%
2.9%
0%
2%
4%
6%
8%
10%
12%
14%
16%
4th 5th 6th 7th 8th 9th 10th 11th 12th 13th 14th
Next Betting Interest
MarginalBenefittoAverageOvernightsHandle
Diminishing Marginal Value of the Next Horse
14.9%
13.7%
12.5%
11.3%
10.1%
8.9%
7.7%
6.5%
5.3%
4.1%
2.9%
0%
2%
4%
6%
8%
10%
12%
14%
16%
4th 5th 6th 7th 8th 9th 10th 11th 12th 13th 14th
Next Betting Interest
MarginalBenefittoAverageOvernightsHandle
Adding a 9th
horse to a field of 8 yields 8.9% handle win.
Adding a 9th
and 10th
horse to a field of 8 yields
( 8.9% + 7.7% ) 16.6% gain.
Diminishing Marginal Value of the Next Horse
2.9%
4.1%
5.3%
6.5%
7.7%
8.9%
10.1%
11.3%
12.5%
13.7%
14.9%
4th 5th 6th 7th 8th 9th 10th 11th 12th 13th 14th
Next Betting Interest
IncreasingHandle
Adding a 9th
horse to a field of 8 yields 8.9% handle win.
Adding a 9th
and 10th
horse to a field of 8 yields
( 8.9% + 7.7% ) 16.6% gain.
Distribution of Races w/r/t Field Size
Woodbine 2014ytd
0%
5%
10%
15%
20%
4 5 6 7 8 9 10 11 12 13 14
Field Size
%ofAllRaces
Average Field = 8.4
X
Distribution of Races w/r/t Field Size
Woodbine 2014
0%
5%
10%
15%
20%
4 5 6 7 8 9 10 11 12 13 14
Field Size
%ofAllRaces
X
Below Average Fields
= Handle Forfeit
Distribution of Races w/r/t Field Size
Woodbine 2014
0%
5%
10%
15%
20%
4 5 6 7 8 9 10 11 12 13 14
Field Size
%ofAllRaces
X Above Average Fields
Handle Gain
Distribution of Races w/r/t Field Size
Woodbine 2014
0%
5%
10%
15%
20%
4 5 6 7 8 9 10 11 12 13 14
Field Size
%ofAllRaces
X
= Handle Forfeit
= Handle Gain
Diminishing Marginal Returns indicates a value-add opportunity.
If we smooth horse supply across all races so that every race is at
the racemeet average (Woodbine = 8.4) then theoretical handle
gains for same number of starters.
Race Competitiveness
• Overwhelming favourites drive down total wagering as
that runner becomes a “key” in exotics.
• Although, the Show pool can increase – BridgeJumpers
• Various wagering studies have unsuccessfully attempted
to model versions of a “Competitiveness Index”
• Overwhelming favourites increase as Field Size
decreases. Econometric models consume this effect
with the Field Size test.
But Field Size Isn’t Everything…
Our customers reward us for Quality racing
• Purse levels can proxy for Woodbine Overnight race
conditions (purses unchanged for full year 2012)
• Each $10k move up the purse scale brings 2.6% handle
growth, c.p.
• Combine 2.6% wagering elasticity of race quality with the
Diminishing Returns to Field Size…
Heat Mapping Quality vs Quantity
Additional Model Insights
• Races taken Off-the-Turf cost 10% in handle after controlling for change in
field size
• Restricted races cost 5.3%, c.p.
• The market rewards coordinated (punishes overlapping) posttimes with
major simulcast competitors
-35%
-25%
-15%
-5%
-3
m
ins
-2m
ins
-1m
in
Zero
+1
m
in
+2
m
in
+3
m
in
+4m
in
+5m
in
%HandleLoss,c.p.
But we’re running low on horses...
• Less Racing? Not a traditional “go-to” solution.
• How to get more starts per horse?
– Reduce the cost of losing?
• Restricted and Open programs don’t intersect, means fewer
horses in more races.
– Entice/Convert restricted runners into Open events.
– Woodbine open race bonuses: 40% to Ontario-Sired, 20% to Ontario-
Bred
• Can the tracks partner on horse supply?
• Elephants at the watering hole.
Steve Koch - U of Arizona Global Symposium on Racing & Gaming - field size - Dec 2014

More Related Content

Viewers also liked

Viewers also liked (9)

S. Koch presentation endorsing NTRA Safety & Integrity Alliance at December 2...
S. Koch presentation endorsing NTRA Safety & Integrity Alliance at December 2...S. Koch presentation endorsing NTRA Safety & Integrity Alliance at December 2...
S. Koch presentation endorsing NTRA Safety & Integrity Alliance at December 2...
 
Econometric Models of All Sources, HMA and Export Wagering on the Woodbine 2...
Econometric Models of All Sources, HMA and Export Wagering on the  Woodbine 2...Econometric Models of All Sources, HMA and Export Wagering on the  Woodbine 2...
Econometric Models of All Sources, HMA and Export Wagering on the Woodbine 2...
 
Safety & Integrity Alliance at West Virginia Racing Commission - August 17 2016
Safety & Integrity Alliance at West Virginia Racing Commission - August 17 2016Safety & Integrity Alliance at West Virginia Racing Commission - August 17 2016
Safety & Integrity Alliance at West Virginia Racing Commission - August 17 2016
 
S. Koch at 2014 Welfare and Safety of the Racehorse Summit
S. Koch at 2014 Welfare and Safety of the Racehorse SummitS. Koch at 2014 Welfare and Safety of the Racehorse Summit
S. Koch at 2014 Welfare and Safety of the Racehorse Summit
 
Panelist at 2015 Global Symposium on Racing & Gaming : "45 Ideas in 45 Minutes"
Panelist at 2015 Global Symposium on Racing & Gaming : "45 Ideas in 45 Minutes"Panelist at 2015 Global Symposium on Racing & Gaming : "45 Ideas in 45 Minutes"
Panelist at 2015 Global Symposium on Racing & Gaming : "45 Ideas in 45 Minutes"
 
Intro to sportsbet
Intro to sportsbet Intro to sportsbet
Intro to sportsbet
 
Learning from the past – How industry repeats persuasive tactics to promote s...
Learning from the past – How industry repeats persuasive tactics to promote s...Learning from the past – How industry repeats persuasive tactics to promote s...
Learning from the past – How industry repeats persuasive tactics to promote s...
 
Dr. Jeffrey L. Derevensky
Dr. Jeffrey L. Derevensky Dr. Jeffrey L. Derevensky
Dr. Jeffrey L. Derevensky
 
Test Barn Chain of Custody and Procedures: Considerations and Recommendations
Test Barn Chain of Custody and Procedures: Considerations and RecommendationsTest Barn Chain of Custody and Procedures: Considerations and Recommendations
Test Barn Chain of Custody and Procedures: Considerations and Recommendations
 

Similar to Steve Koch - U of Arizona Global Symposium on Racing & Gaming - field size - Dec 2014

Iw.customer pres. rev.13
Iw.customer pres. rev.13Iw.customer pres. rev.13
Iw.customer pres. rev.13
ianjonesy
 
Final Presentation from Chester Group Rev 0
Final Presentation from Chester Group Rev 0Final Presentation from Chester Group Rev 0
Final Presentation from Chester Group Rev 0
Steven Quenzel
 
BBA 3310 Unit VI AssignmentInstructions Enter all answers.docx
BBA 3310 Unit VI AssignmentInstructions Enter all answers.docxBBA 3310 Unit VI AssignmentInstructions Enter all answers.docx
BBA 3310 Unit VI AssignmentInstructions Enter all answers.docx
JASS44
 
GeoTab Solution Overview
GeoTab Solution OverviewGeoTab Solution Overview
GeoTab Solution Overview
Mindy Altiero
 
ConrailA-M&A-Case_V4
ConrailA-M&A-Case_V4ConrailA-M&A-Case_V4
ConrailA-M&A-Case_V4
Deepak Alse
 
Ngf Report #1 Way To Grow Revenues
Ngf Report #1 Way To Grow RevenuesNgf Report #1 Way To Grow Revenues
Ngf Report #1 Way To Grow Revenues
lbader
 
Final Team Analysis - Linkedin
Final Team Analysis - LinkedinFinal Team Analysis - Linkedin
Final Team Analysis - Linkedin
Eunice Fei Jin Shi
 
Wiswall farming smarter
Wiswall farming smarterWiswall farming smarter
Wiswall farming smarter
acornorganic
 
Double Lay Racing System Review | Betting Systems Reviewed
Double Lay Racing System Review | Betting Systems ReviewedDouble Lay Racing System Review | Betting Systems Reviewed
Double Lay Racing System Review | Betting Systems Reviewed
Sally Marsden
 
Geotab Detailed Presentation
Geotab Detailed PresentationGeotab Detailed Presentation
Geotab Detailed Presentation
Mindy Altiero
 

Similar to Steve Koch - U of Arizona Global Symposium on Racing & Gaming - field size - Dec 2014 (20)

Iw.customer pres. rev.13
Iw.customer pres. rev.13Iw.customer pres. rev.13
Iw.customer pres. rev.13
 
Final Presentation from Chester Group Rev 0
Final Presentation from Chester Group Rev 0Final Presentation from Chester Group Rev 0
Final Presentation from Chester Group Rev 0
 
Stock Pitch For Construction Companies PowerPoint Presentation PPT Slide Temp...
Stock Pitch For Construction Companies PowerPoint Presentation PPT Slide Temp...Stock Pitch For Construction Companies PowerPoint Presentation PPT Slide Temp...
Stock Pitch For Construction Companies PowerPoint Presentation PPT Slide Temp...
 
BBA 3310 Unit VI AssignmentInstructions Enter all answers.docx
BBA 3310 Unit VI AssignmentInstructions Enter all answers.docxBBA 3310 Unit VI AssignmentInstructions Enter all answers.docx
BBA 3310 Unit VI AssignmentInstructions Enter all answers.docx
 
Conducting an Effective Return-on-Marketing-Investment Analysis
Conducting an Effective Return-on-Marketing-Investment AnalysisConducting an Effective Return-on-Marketing-Investment Analysis
Conducting an Effective Return-on-Marketing-Investment Analysis
 
Econometric Models of All Sources, HMA and Export Wagering on the Woodbine 20...
Econometric Models of All Sources, HMA and Export Wagering on the Woodbine 20...Econometric Models of All Sources, HMA and Export Wagering on the Woodbine 20...
Econometric Models of All Sources, HMA and Export Wagering on the Woodbine 20...
 
GeoTab Solution Overview
GeoTab Solution OverviewGeoTab Solution Overview
GeoTab Solution Overview
 
ConrailA-M&A-Case_V4
ConrailA-M&A-Case_V4ConrailA-M&A-Case_V4
ConrailA-M&A-Case_V4
 
Ngf Report #1 Way To Grow Revenues
Ngf Report #1 Way To Grow RevenuesNgf Report #1 Way To Grow Revenues
Ngf Report #1 Way To Grow Revenues
 
Symptum business plan comp #2
Symptum business plan comp #2Symptum business plan comp #2
Symptum business plan comp #2
 
Risk & capital budgeting
Risk & capital  budgetingRisk & capital  budgeting
Risk & capital budgeting
 
Increase yields and reduce costs with variable rate planting
Increase yields and reduce costs with variable rate plantingIncrease yields and reduce costs with variable rate planting
Increase yields and reduce costs with variable rate planting
 
Price Elasticity in B2B
Price Elasticity in B2BPrice Elasticity in B2B
Price Elasticity in B2B
 
Anz Stadium Case Study - SeatShare Concept Test - CheckinLine
Anz Stadium Case Study - SeatShare Concept Test - CheckinLineAnz Stadium Case Study - SeatShare Concept Test - CheckinLine
Anz Stadium Case Study - SeatShare Concept Test - CheckinLine
 
Akshit gupta management_science
Akshit gupta management_scienceAkshit gupta management_science
Akshit gupta management_science
 
Final Team Analysis - Linkedin
Final Team Analysis - LinkedinFinal Team Analysis - Linkedin
Final Team Analysis - Linkedin
 
Wiswall farming smarter
Wiswall farming smarterWiswall farming smarter
Wiswall farming smarter
 
Deloitte Case Competition
Deloitte Case CompetitionDeloitte Case Competition
Deloitte Case Competition
 
Double Lay Racing System Review | Betting Systems Reviewed
Double Lay Racing System Review | Betting Systems ReviewedDouble Lay Racing System Review | Betting Systems Reviewed
Double Lay Racing System Review | Betting Systems Reviewed
 
Geotab Detailed Presentation
Geotab Detailed PresentationGeotab Detailed Presentation
Geotab Detailed Presentation
 

More from Stephen Koch

More from Stephen Koch (13)

Modeling the Determinants of Standardbred Handle: Standardbred Racing at Wood...
Modeling the Determinants of Standardbred Handle: Standardbred Racing at Wood...Modeling the Determinants of Standardbred Handle: Standardbred Racing at Wood...
Modeling the Determinants of Standardbred Handle: Standardbred Racing at Wood...
 
Steve Koch, Equestricon 2018
Steve Koch, Equestricon 2018Steve Koch, Equestricon 2018
Steve Koch, Equestricon 2018
 
Modeling the Determinants of Handle: An Analysis of Woodbine Thoroughbred Rac...
Modeling the Determinants of Handle: An Analysis of Woodbine Thoroughbred Rac...Modeling the Determinants of Handle: An Analysis of Woodbine Thoroughbred Rac...
Modeling the Determinants of Handle: An Analysis of Woodbine Thoroughbred Rac...
 
Organization of Racing Investigators - Annual Meeting 2017
Organization of Racing Investigators - Annual Meeting 2017Organization of Racing Investigators - Annual Meeting 2017
Organization of Racing Investigators - Annual Meeting 2017
 
NTRA Safety & Integrity Alliance Updates Code Of Standards
NTRA Safety & Integrity Alliance Updates Code Of StandardsNTRA Safety & Integrity Alliance Updates Code Of Standards
NTRA Safety & Integrity Alliance Updates Code Of Standards
 
Call For Cooperation As Summit Opens
Call For Cooperation As Summit OpensCall For Cooperation As Summit Opens
Call For Cooperation As Summit Opens
 
Symposium: Panel Gives 45 Ideas in 45 Minutes
Symposium: Panel Gives 45 Ideas in 45 MinutesSymposium: Panel Gives 45 Ideas in 45 Minutes
Symposium: Panel Gives 45 Ideas in 45 Minutes
 
Tracks, Regulators Aim for Improved Testing
Tracks, Regulators Aim for Improved TestingTracks, Regulators Aim for Improved Testing
Tracks, Regulators Aim for Improved Testing
 
The real story behind Woodbine's switch to Tapeta
The real story behind Woodbine's switch to TapetaThe real story behind Woodbine's switch to Tapeta
The real story behind Woodbine's switch to Tapeta
 
By the numbers - Woodbine wagering analysis shows there's value in data
By the numbers - Woodbine wagering analysis shows there's value in dataBy the numbers - Woodbine wagering analysis shows there's value in data
By the numbers - Woodbine wagering analysis shows there's value in data
 
The North American track setting a safety example
The North American track setting a safety exampleThe North American track setting a safety example
The North American track setting a safety example
 
36 HOURS WITH THE NTRA SAFETY & INTEGRITY ALLIANCE
36 HOURS WITH THE NTRA SAFETY & INTEGRITY ALLIANCE36 HOURS WITH THE NTRA SAFETY & INTEGRITY ALLIANCE
36 HOURS WITH THE NTRA SAFETY & INTEGRITY ALLIANCE
 
Hedonic Pricing, Information and the Market for Thoroughbred Yearlings
Hedonic Pricing, Information and the Market for Thoroughbred YearlingsHedonic Pricing, Information and the Market for Thoroughbred Yearlings
Hedonic Pricing, Information and the Market for Thoroughbred Yearlings
 

Recently uploaded

+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
Health
 
Asli Kala jadu, Black magic specialist in Pakistan Or Kala jadu expert in Egy...
Asli Kala jadu, Black magic specialist in Pakistan Or Kala jadu expert in Egy...Asli Kala jadu, Black magic specialist in Pakistan Or Kala jadu expert in Egy...
Asli Kala jadu, Black magic specialist in Pakistan Or Kala jadu expert in Egy...
baharayali
 

Recently uploaded (20)

Albania Vs Spain South American coaches lead Albania to Euro 2024 spot.docx
Albania Vs Spain South American coaches lead Albania to Euro 2024 spot.docxAlbania Vs Spain South American coaches lead Albania to Euro 2024 spot.docx
Albania Vs Spain South American coaches lead Albania to Euro 2024 spot.docx
 
Italy vs Albania Italy Euro 2024 squad Luciano Spalletti's full team ahead of...
Italy vs Albania Italy Euro 2024 squad Luciano Spalletti's full team ahead of...Italy vs Albania Italy Euro 2024 squad Luciano Spalletti's full team ahead of...
Italy vs Albania Italy Euro 2024 squad Luciano Spalletti's full team ahead of...
 
Cricket Api Solution.pdfCricket Api Solution.pdf
Cricket Api Solution.pdfCricket Api Solution.pdfCricket Api Solution.pdfCricket Api Solution.pdf
Cricket Api Solution.pdfCricket Api Solution.pdf
 
WhatsApp Chat: 📞 8617697112 Birbhum Call Girl available for hotel room package
WhatsApp Chat: 📞 8617697112 Birbhum  Call Girl available for hotel room packageWhatsApp Chat: 📞 8617697112 Birbhum  Call Girl available for hotel room package
WhatsApp Chat: 📞 8617697112 Birbhum Call Girl available for hotel room package
 
Ramban Escorts ☎️8617697112 Starting From 5K to 15K High Profile Escorts In...
Ramban  Escorts ☎️8617697112  Starting From 5K to 15K High Profile Escorts In...Ramban  Escorts ☎️8617697112  Starting From 5K to 15K High Profile Escorts In...
Ramban Escorts ☎️8617697112 Starting From 5K to 15K High Profile Escorts In...
 
Sector 62, Noida Call girls :8448380779 Model Escorts | 100% verified
Sector 62, Noida Call girls :8448380779 Model Escorts | 100% verifiedSector 62, Noida Call girls :8448380779 Model Escorts | 100% verified
Sector 62, Noida Call girls :8448380779 Model Escorts | 100% verified
 
Muzaffarpur Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Muzaffarpur Call Girls 🥰 8617370543 Service Offer VIP Hot ModelMuzaffarpur Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Muzaffarpur Call Girls 🥰 8617370543 Service Offer VIP Hot Model
 
JORNADA 6 LIGA MURO 2024TUXTEPECOAXACA.pdf
JORNADA 6 LIGA MURO 2024TUXTEPECOAXACA.pdfJORNADA 6 LIGA MURO 2024TUXTEPECOAXACA.pdf
JORNADA 6 LIGA MURO 2024TUXTEPECOAXACA.pdf
 
Technical Data | Sig Sauer Easy6 BDX 1-6x24 | Optics Trade
Technical Data | Sig Sauer Easy6 BDX 1-6x24 | Optics TradeTechnical Data | Sig Sauer Easy6 BDX 1-6x24 | Optics Trade
Technical Data | Sig Sauer Easy6 BDX 1-6x24 | Optics Trade
 
Austria vs France Austria Euro 2024 squad Ralf Rangnick's full team ahead of ...
Austria vs France Austria Euro 2024 squad Ralf Rangnick's full team ahead of ...Austria vs France Austria Euro 2024 squad Ralf Rangnick's full team ahead of ...
Austria vs France Austria Euro 2024 squad Ralf Rangnick's full team ahead of ...
 
Personal Brand Exploration - By Bradley Dennis
Personal Brand Exploration - By Bradley DennisPersonal Brand Exploration - By Bradley Dennis
Personal Brand Exploration - By Bradley Dennis
 
Exploring Euro Cup 2024 Host Cities in Germany Top Attractions and Accommodat...
Exploring Euro Cup 2024 Host Cities in Germany Top Attractions and Accommodat...Exploring Euro Cup 2024 Host Cities in Germany Top Attractions and Accommodat...
Exploring Euro Cup 2024 Host Cities in Germany Top Attractions and Accommodat...
 
Unveiling the Mystery of Main Bazar Chart
Unveiling the Mystery of Main Bazar ChartUnveiling the Mystery of Main Bazar Chart
Unveiling the Mystery of Main Bazar Chart
 
Hire 💕 8617697112 Kasauli Call Girls Service Call Girls Agency
Hire 💕 8617697112 Kasauli Call Girls Service Call Girls AgencyHire 💕 8617697112 Kasauli Call Girls Service Call Girls Agency
Hire 💕 8617697112 Kasauli Call Girls Service Call Girls Agency
 
Slovenia Vs Serbia UEFA Euro 2024 Fixture Guide Every Fixture Detailed.docx
Slovenia Vs Serbia UEFA Euro 2024 Fixture Guide Every Fixture Detailed.docxSlovenia Vs Serbia UEFA Euro 2024 Fixture Guide Every Fixture Detailed.docx
Slovenia Vs Serbia UEFA Euro 2024 Fixture Guide Every Fixture Detailed.docx
 
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
 
Asli Kala jadu, Black magic specialist in Pakistan Or Kala jadu expert in Egy...
Asli Kala jadu, Black magic specialist in Pakistan Or Kala jadu expert in Egy...Asli Kala jadu, Black magic specialist in Pakistan Or Kala jadu expert in Egy...
Asli Kala jadu, Black magic specialist in Pakistan Or Kala jadu expert in Egy...
 
Spain Vs Italy Spain to be banned from participating in Euro 2024.docx
Spain Vs Italy Spain to be banned from participating in Euro 2024.docxSpain Vs Italy Spain to be banned from participating in Euro 2024.docx
Spain Vs Italy Spain to be banned from participating in Euro 2024.docx
 
Slovenia Vs Serbia Eurovision odds Slovenia have top.docx
Slovenia Vs Serbia Eurovision odds Slovenia have top.docxSlovenia Vs Serbia Eurovision odds Slovenia have top.docx
Slovenia Vs Serbia Eurovision odds Slovenia have top.docx
 
Netherlands Players expected to miss UEFA Euro 2024 due to injury.docx
Netherlands Players expected to miss UEFA Euro 2024 due to injury.docxNetherlands Players expected to miss UEFA Euro 2024 due to injury.docx
Netherlands Players expected to miss UEFA Euro 2024 due to injury.docx
 

Steve Koch - U of Arizona Global Symposium on Racing & Gaming - field size - Dec 2014

  • 1. Field Size and Per-Race Wagering Determinants Steve Koch Vice President – Racing Woodbine Entertainment Group Global Symposium on Racing & Gaming December 9, 2014
  • 2. Average & Median Wager per Field Size Woodbine 2014 4 5 6 7 8 9 10 11 12 13 14 Field Size Handle Avg Handle Median Handle
  • 3. Average & Median Win Odds per Field Size Woodbine 2014 3.7 7.1 8.9 14.3 15.0 16.4 20.9 21.8 23.8 26.9 29.2 0.0 5.0 10.0 15.0 20.0 25.0 30.0 4 5 6 7 8 9 10 11 12 13 14 Field Size WinOdds"to1" Avg W Odds Med W Odds
  • 4. Econometric Analysis • Woodbine 2012, $454m total wager on 1,515 races • Multivariate Regression – empirically verify which variables are/not statistically meaningful to per-race wagering and isolate the true magnitude of these relationships. • Mathematically control for intertwined relationships. Model results are “all else held constant” (aka, ceteris paribus). • Basic Model: Per-Race Handle = f(Field Size, Race Quality, Surface, Race Conditions, Raceorder, Special Events, Market Timing, Market Distribution) • Data complications include Serial Correlation and “Stacked” Correlation Effects
  • 5. Handle Increases at a Diminishing Rate as Field Size Increases 4 5 6 7 8 9 10 11 12 13 14 Field Size IncreasingHandle
  • 6. Average Wager per Field Size w/ Linear Trendline Woodbine 2014 4 5 6 7 8 9 10 11 12 13 14 Field Size Handle
  • 7. Diminishing Marginal Value of the Next Horse 2.9% 4.1% 5.3% 6.5% 7.7% 8.9% 10.1% 11.3% 12.5% 13.7% 14.9% 4th 5th 6th 7th 8th 9th 10th 11th 12th 13th 14th Next Betting Interest IncreasingHandle
  • 8. Diminishing Marginal Value of the Next Horse 14.9% 13.7% 12.5% 11.3% 10.1% 8.9% 7.7% 6.5% 5.3% 4.1% 2.9% 0% 2% 4% 6% 8% 10% 12% 14% 16% 4th 5th 6th 7th 8th 9th 10th 11th 12th 13th 14th Next Betting Interest MarginalBenefittoAverageOvernightsHandle
  • 9. Diminishing Marginal Value of the Next Horse 14.9% 13.7% 12.5% 11.3% 10.1% 8.9% 7.7% 6.5% 5.3% 4.1% 2.9% 0% 2% 4% 6% 8% 10% 12% 14% 16% 4th 5th 6th 7th 8th 9th 10th 11th 12th 13th 14th Next Betting Interest MarginalBenefittoAverageOvernightsHandle Adding a 9th horse to a field of 8 yields 8.9% handle win. Adding a 9th and 10th horse to a field of 8 yields ( 8.9% + 7.7% ) 16.6% gain.
  • 10. Diminishing Marginal Value of the Next Horse 2.9% 4.1% 5.3% 6.5% 7.7% 8.9% 10.1% 11.3% 12.5% 13.7% 14.9% 4th 5th 6th 7th 8th 9th 10th 11th 12th 13th 14th Next Betting Interest IncreasingHandle Adding a 9th horse to a field of 8 yields 8.9% handle win. Adding a 9th and 10th horse to a field of 8 yields ( 8.9% + 7.7% ) 16.6% gain.
  • 11. Distribution of Races w/r/t Field Size Woodbine 2014ytd 0% 5% 10% 15% 20% 4 5 6 7 8 9 10 11 12 13 14 Field Size %ofAllRaces Average Field = 8.4 X
  • 12. Distribution of Races w/r/t Field Size Woodbine 2014 0% 5% 10% 15% 20% 4 5 6 7 8 9 10 11 12 13 14 Field Size %ofAllRaces X Below Average Fields = Handle Forfeit
  • 13. Distribution of Races w/r/t Field Size Woodbine 2014 0% 5% 10% 15% 20% 4 5 6 7 8 9 10 11 12 13 14 Field Size %ofAllRaces X Above Average Fields Handle Gain
  • 14. Distribution of Races w/r/t Field Size Woodbine 2014 0% 5% 10% 15% 20% 4 5 6 7 8 9 10 11 12 13 14 Field Size %ofAllRaces X = Handle Forfeit = Handle Gain Diminishing Marginal Returns indicates a value-add opportunity. If we smooth horse supply across all races so that every race is at the racemeet average (Woodbine = 8.4) then theoretical handle gains for same number of starters.
  • 15. Race Competitiveness • Overwhelming favourites drive down total wagering as that runner becomes a “key” in exotics. • Although, the Show pool can increase – BridgeJumpers • Various wagering studies have unsuccessfully attempted to model versions of a “Competitiveness Index” • Overwhelming favourites increase as Field Size decreases. Econometric models consume this effect with the Field Size test.
  • 16. But Field Size Isn’t Everything… Our customers reward us for Quality racing • Purse levels can proxy for Woodbine Overnight race conditions (purses unchanged for full year 2012) • Each $10k move up the purse scale brings 2.6% handle growth, c.p. • Combine 2.6% wagering elasticity of race quality with the Diminishing Returns to Field Size…
  • 17. Heat Mapping Quality vs Quantity
  • 18. Additional Model Insights • Races taken Off-the-Turf cost 10% in handle after controlling for change in field size • Restricted races cost 5.3%, c.p. • The market rewards coordinated (punishes overlapping) posttimes with major simulcast competitors -35% -25% -15% -5% -3 m ins -2m ins -1m in Zero +1 m in +2 m in +3 m in +4m in +5m in %HandleLoss,c.p.
  • 19. But we’re running low on horses... • Less Racing? Not a traditional “go-to” solution. • How to get more starts per horse? – Reduce the cost of losing? • Restricted and Open programs don’t intersect, means fewer horses in more races. – Entice/Convert restricted runners into Open events. – Woodbine open race bonuses: 40% to Ontario-Sired, 20% to Ontario- Bred • Can the tracks partner on horse supply? • Elephants at the watering hole.