Estimated Profitability of Thoroughbred Yearlings Sold in Auctions in the United States, 2001-2018 - MDPI

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Article
Estimated Profitability of Thoroughbred Yearlings
Sold in Auctions in the United States, 2001–2018
Jenna Bryant and C. Jill Stowe *
 Department of Agricultural Economics, University of Kentucky, Lexington, KY 40506, USA;
 jenna.bryant@uky.edu
 * Correspondence: jill.stowe@uky.edu
                                                                                                    
 Received: 12 December 2019; Accepted: 6 January 2020; Published: 8 January 2020                    

 Abstract: Yearling auctions constitute the most common means of trading prospective Thoroughbred
 racehorses. The main objective of many equine operations is to breed yearlings to sell at these auctions,
 and therefore, the ability of breeders to consistently realize positive returns is paramount to their
 long-term participation in the market. In this article, we investigate the estimated profitability of
 Thoroughbred yearlings sold in auctions from 2001–2018. According to our estimates, less than 50%
 of transactions were profitable, with negative median profit in all years under analysis but two. In
 addition, the likelihood of realizing a positive return diminishes as the quality of sire decreases. Our
 results suggest that the long-run sustainability for many breeders, especially breeders that may lack
 the capital to invest in high quality stallions, is questionable.

 Keywords: auction; thoroughbred yearling; profitability; investment

1. Introduction
     The “triple bottom line” is a framework suggesting that the long-run sustainability of firms, or
even an industry, depends simultaneously on economic (profit), social (people), and environmental
(planet) concerns. Without any one of the three, longevity of a firm or industry is uncertain. However,
without economic sustainability, the other two concerns may never be germane. A recent economic
impact study commissioned by the British Thoroughbred Breeders’ Association included several
key statistics that indicated the precarious economic standing of the British Thoroughbred breeding
industry, revealing several startling revelations about the industry’s profitability and overall future
outlook. The study reported that from 2014 to 2018, 66% of breeders lost money, and the average horse
sold at Tattersalls in Book 3 lost £23,500 [1]. The consequence of these and other findings is that the
sustainability of the industry is threatened if this type of performance continues. The objective of this
paper is to examine the profitability of breeding in the U.S. market for Thoroughbred yearlings to
identify whether this same type of threat exists.

1.1. Background
      There are a number of business sectors in the Thoroughbred industry, which are not necessarily
mutually exclusive, but which have evolved as a way to diversify risk. For example, in the racing
sector, market participants may own or train racehorses. In the breeding sector, operations exist that
breed horses with the intention to later race them under their own name, with the intention of later
selling them, or to “pinhook” horses (purchasing a prospective racehorse to re-sell at a later time, such
as purchasing a weanling to sell as a yearling). Operations that breed to sell are frequently referred to
as commercial breeders. The primary market for these breeders is the auction market for yearlings, or
one-year-old horses.

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     From 2001–2018, over 25% of the North American Thoroughbred foal crop was sold at a public
auction as a yearling [2–5]. The yearling market always has a handful of seven-figure standouts that
capture headlines, but the bulk of the market is composed of horses who sell for far less. Motivated
by the British Thoroughbred Breeders’ Association study, the objective of this study is to investigate
expected profit and the likelihood of profitability for yearlings being sold at auction in the United States.
     Numerous yearling auctions are held every year across the United States. However, we consider
the primary commercial auctions in this study: the Keeneland September Yearling Sale (Lexington, KY,
USA), the Fasig-Tipton Saratoga Selected Yearlings Sale (Saratoga, NY, USA), and the Fasig-Tipton
Kentucky Yearlings Sale (Lexington, KY, USA). Although it was canceled after 2002, we also include
the Keeneland July Yearling Sale (Lexington, KY, USA) in 2001 and 2002. Over the period covered by
the study, more than 50% of the yearlings sold at public auction in the United States/North America
were sold at one of these sales [3–7].
     Kentucky is considered to be the Thoroughbred breeding capital of the world, producing more
than 40% of the annual North American Thoroughbred foal crop annually. In 2011, the Kentucky
state government’s Legislative Research Commission conducted a study investigating the state’s
breeding industry [8]. Though dated now, the study provided valuable insight about the income
of the breeding industry and how it is distributed. The report indicates that there is an inverse
relationship between percent of total income and percent of total farms, with approximately 20.2%
of farms representing 83.8% of total income. These farms earned more than $1,000,000, while 43.2%
of farms earned less than $250,000 but represented only 2.5% of the total income. On average, about
one-quarter of income is from equine sales, second only to stud fees at 30.4%. Boarding fees constitute
22.7% of income, commissions/sales preparation/training at 5.7%, and “other” is listed at 17.1% of
gross income. However, most farms rely on income from equine sales since only one of every six
farms stands stallions. This study indicated that the average revenue per horse was $21,613, while the
average expenditure per horse was $21,531, culminating in a profit of only $82 per horse.
     The Thoroughbred industry has been in a constant state of change, including the time period
under analysis. From 2001 to 2018, the annual North American foal crop has declined by over 42.6%,
from 34,721 in 2001 to an estimated 19,925 in 2018. The number of races has declined by about 34.6%,
from 62,835 in 2001 to 41,083 in 2018. Meanwhile, average purse per race, adjusted for inflation,
increased just over 11% from 2001 to 2018. The number of active breeding stallions decreased by over
65%, from 3845 in 2001 to 1310 in 2018 [2]. All of these factors and more contribute to the expected
profitability of commercial Thoroughbred breeding.

1.2. Related Literature
      While a number of papers have focused on identifying determinants of sales prices, to our
knowledge, none have examined the profitability associated with selling prospective Thoroughbred
race horses. In fact, few papers have investigated the profitability of any of the various segments
of the Thoroughbred industry. Neibergs and Vinzant study the profitability of owning racehorses.
On average, over 80% of racehorses were unable to recover the variable costs of training, although
the authors demonstrate that there are positive economic returns associated with the ownership of
claiming racehorses [9]. Claiming races are ones in which all of the horses entered in a race are offered
for sale at the claiming price; claiming races are considered to be among the lowest quality of races in
this industry. In addition, they also suggest that at this level, the barriers to entry, such as the initial
purchase price, are not as high as most prospective new owners might anticipate. However, it should
be noted that the Neibergs and Vinzant study is about 20 years old and replicating their study today
may yield different results.
      Bosh et al. examine the profitability of investing in Thoroughbred broodmares [10]. The authors
determine that over a seven-year investment period, a mare must produce a live foal six out of seven
years to yield a positive financial return from her initial purchase. Moreover, they specify that mares
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valued under $100,000 were not profitable over a seven-year investment period, showing widespread
unprofitability throughout the thoroughbred sales industry.
     Finally, Gamrat and Sauer compare three models capable of explaining investment decisions in
Thoroughbred yearling fillies. Their results suggest that investing in Thoroughbred fillies does not
appear to be driven by traditional financial profitability concerns [11]. Rather, they find that a “utility
of participation” model in which owners receive utility from simply participating in the game of racing
best rationalizes purchase prices of yearling fillies. The authors describe this nonpecuniary utility of
participating in the sport of racing as a racehorse owner like the utility a parent might receive watching
their children play sports.
     In this paper, we first examine trends in prices and profitability from major Thoroughbred yearling
sales from 2001–2018. According to our estimates, less than 50% of transactions were profitable, with
negative median profit in all years under analysis but two. In addition, the likelihood of realizing
a positive return is diminishing in sire quality when sire quality is measured by stud fee. Then,
we investigate implied “discounts” on one of the major costs of producing a yearling, the stud fee,
that must exist to guarantee a threshold level of profitability. For some categories of sire quality, no
transactions would have been profitable even with a complimentary stud fee. Our results suggest that
the long-run sustainability for some breeders is in question, especially those lacking capital to invest in
high quality stallions.

2. Data and Empirical Methods

2.1. Data
      Data to estimate profitability of individual yearling transactions were collected from a number of
sources. Sales results from yearling Thoroughbred sales were collected from the July (2001 and 2002)
and September yearling sales (2001–2018) at Keeneland [6] and from the Fasig-Tipton Saratoga Selected
Yearlings and Kentucky Yearlings sales (2003 to 2018) [7]. For each transaction, the sale price, sex, sire
(father of yearling), dam (mother of yearling), consigner/owner, and purchaser were identified. Only
horses that were sold at the auction are included, as yearlings that were taken out of the sale or did not
meet their reserve price are excluded. Advertised breeding year stud fees, which generally constitute
the major share of production cost are collected from the annual stud fee issues of the Blood-Horse
MarketWatch. Stud fees are not always available for all stallions; observations with missing stud fee
values were excluded. With these exclusions, the sample size consists of 74,789 transactions. Table 1
identifies the number of transactions captured from each auction house from 2001–2018 for which we
have complete information.
      In addition to stud fees, other major costs involved with breeding and selling yearlings are
commission costs and production costs. Commission to the auction house is contingent upon the sale
price and the auction house. Prior to 2017, sales commission at Keeneland was a flat $1000 fee for sales
under $20,000 and 5% of sales price for prices above $20,000. The 2017 policy change is reflected, using
a flat $500 for sales under $10,000 and 5% of sales price for prices above $10,000. At Fasig-Tipton, sales
commission is a standard 5% of all sales.
      Actual production costs are not readily available and must be estimated. Production costs account
for boarding (or maintenance, if breeders own their own farm) and caring for the mare for one year
and her foal until the sale as a yearling. These costs can be assumed to include farm labor, feed,
veterinary and farrier costs, nominations fees, sale entry fees, radiographs to assess the bones and
joints of the young horse, endoscopic evaluation of the airway to check for abnormalities, and sales
prep. These costs can vary significantly depending on the facility where the mare and foal are boarded,
the types of veterinary expenses incurred, and so on. In consultation with a number of area farm
managers, we estimate the production cost of producing a foal until the time it is sold as a yearling as
$20,000, representing low costs, and $35,000 to represent high production costs. We recognize that
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some breeders may be able to produce foals at a lower cost than $20,000, but also that some may exceed
the $35,000 production cost.

                                            Table 1. Sample size.

                               Sale Year   Keeneland       Fasig-Tipton   Total
                                 2001         2666               –         2666
                                 2002         2788               –         2788
                                 2003         2899              922        3821
                                 2004         3302              743        4045
                                 2005         3443             1263        4706
                                 2006         3494             1193        4687
                                 2007         3776             1309        5085
                                 2008         3591             1418        5009
                                 2009         3102             1293        4395
                                 2010         3040             1358        4398
                                 2011         2901             1185        4086
                                 2012         2499             1390        3889
                                 2013         2729             1208        3937
                                 2014         2798             1309        4107
                                 2015         2724             1542        4266
                                 2016         2775             1435        4210
                                 2017         2538             1604        4142
                                 2018         2900             1652        4552
                                 Total       53,965           20,824      74,789

2.2. Empirical Methods
      Two values of estimated profit were computed for each transaction. Profit is measured as sales
price less the sire’s advertised breeding year stud fee, sales commission, and low or high production
costs. Since the estimated low and high production costs of $20,000 and $35,000 are considered to be in
2018 dollars, these figures were deflated using the Consumer Price Index (CPI) to represent equivalent
costs in previous years [12]. Finally, both sales prices and profit were adjusted for inflation. Trends in
sales prices and profit were analyzed at the 99th, 95th, 75th, 50th, 25th, and 5th percentiles, as well as at
the mean. In addition, assuming low production costs, the percent of profitable sales were computed
on an annual basis.
      While there is no defined acceptable level of profitable transactions, the British report suggests that
only 33% of profitable transactions is not sustainable. Therefore, we consider two possible thresholds
which should be more appropriate for sustainability concerns: 50% and 67% profitable transactions.
Then, we identify an implied “stud fee discount” using Goal Seek in Excel. The objective of this exercise
is to identify the minimum stud fee discount required to ensure a 50% or 67% threshold of profitable
transactions when that threshold is not met. Once Goal Seek identified a solution, we searched locally
in order to ensure that the minimum was obtained.

3. Results

3.1. Trends in Sales Prices and Profitability, 2001–2018
     Figure 1 depicts inflation-adjusted average and median sales prices from 2001–2018. Inspection of
Figure 1 highlights the impact of the Great Recession in 2008 and 2009 on prices in the Thoroughbred
yearling market. Mean prices fell by about 40% while median price fell by nearly 50%.
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                         Inflation-adjusted Mean and Median Sales Prices, 2001–2018
               $160,000.00
               $140,000.00
               $120,000.00
               $100,000.00
                $80,000.00
                $60,000.00
                $40,000.00
                $20,000.00
                        $-
                                2001
                                       2002
                                              2003
                                                     2004
                                                            2005
                                                                   2006
                                                                          2007
                                                                                 2008
                                                                                        2009
                                                                                               2010
                                                                                                      2011
                                                                                                             2012
                                                                                                                    2013
                                                                                                                           2014
                                                                                                                                  2015
                                                                                                                                         2016
                                                                                                                                                2017
                                                                                                                                                       2018
                                                               Mean                            Median

                Figure 1. Trends in inflation-adjusted average and median sales prices, 2001–2018.
                Figure 1. Trends in inflation-adjusted average and median sales prices, 2001–2018.
     Table 2 presents average nominal profit, average inflation-adjusted profit in 2018 dollars, and
the percentage  of profitable
     Table 2 presents  averagesales   annually
                                 nominal  profit,from  2001 inflation-adjusted
                                                   average   to 2018. Overall, profit
                                                                               underinthe assumption
                                                                                        2018            of
                                                                                             dollars, and
low productionofcosts,
the percentage          44.4%sales
                   profitable  of yearling
                                    annuallysales
                                               fromwere
                                                     2001profitable, while under
                                                          to 2018. Overall, underthe
                                                                                  theassumption
                                                                                      assumptionofofhigh
                                                                                                      low
production  costs, 36.1%  of all yearling sales   were profitable.  In 2009 and 2010,
production costs, 44.4% of yearling sales were profitable, while under the assumption average profit  was
                                                                                                 of high
negative under
production      the36.1%
            costs,  assumption    of high production
                          of all yearling  sales were costs.
                                                        profitable. In 2009 and 2010, average profit was
negative under the assumption of high production costs.
     Table 2. Average profit, average inflation-adjusted profit (2018 dollars), and the percent of profitable
     sales, 2001 to 2018.
     Table 2. Average profit, average inflation-adjusted profit (2018 dollars), and the percent of profitable
     sales, 2001 to 2018.   High Production Costs                              Low Production Costs
                                 Inflation-Adjusted
                              High Production Costs                                                                  Inflation-Adjusted
                                                                                                                    Low Production Costs
                  Nominal                                                                        Nominal
   Sale Year                      Inflation-Adjusted
                                          Profit                    % Profitable                                      Inflation-Adjusted
                                                                                                                             Profit                       % Profitable
                 Nominal
                    Profit                                             %                       Nominal
                                                                                                  Profit
  Sale Year                         (2018Profit
                                            Dollars)                                                                   (2018Profit
                                                                                                                              Dollars)                        % Profitable
                  Profit                                            Profitable                  Profit
                                     (2018 dollars)                                                                      (2018 dollars)
     2001
    2001           $45,621.80
                 $45,621.80            $64,684.55
                                        $64,684.55                         36.4%
                                                                          36.4%                  $56,201.25
                                                                                               $56,201.25                 $79,684.55
                                                                                                                           $79,684.55                           44.1%
                                                                                                                                                                44.1%
     2002
    2002           $21,189.90
                 $21,189.90            $29,576.34
                                        $29,576.34                         34.8%
                                                                          34.8%                  $31,936.61
                                                                                               $31,936.61                 $44,576.34
                                                                                                                           $44,576.34                           44.9%
                                                                                                                                                                44.9%
     2003
    2003           $17,786.06
                 $17,786.06            $24,272.17
                                        $24,272.17                         35.0%
                                                                          35.0%                  $28,777.69
                                                                                               $28,777.69                 $39,272.16
                                                                                                                           $39,272.16                           44.1%
                                                                                                                                                                44.1%
     2004
    2004           $25,650.47
                 $25,650.47            $34,096.52
                                        $34,096.52                         39.5%
                                                                          39.5%                  $36,934.82
                                                                                               $36,934.82                 $49,096.52
                                                                                                                           $49,096.52                           47.4%
                                                                                                                                                                47.4%
     2005
    2005           $29,300.73
                 $29,300.73            $37,672.37
                                        $37,672.37                         39.1%
                                                                          39.1%                  $40,967.40
                                                                                               $40,967.40                 $52,672.37
                                                                                                                           $52,672.37                           47.1%
                                                                                                                                                                47.1%
    2006
     2006        $28,301.17
                   $28,301.17           $35,250.12
                                       $35,250.12                         38.0%
                                                                           38.0%               $40,344.19
                                                                                                 $40,344.19                $50,250.13
                                                                                                                          $50,250.13                            46.5%
                                                                                                                                                                46.5%
    2007
     2007        $26,324.90
                   $26,324.90           $31,887.04
                                       $31,887.04                         39.6%
                                                                           39.6%               $38,708.41
                                                                                                 $38,708.41                $46,887.03
                                                                                                                          $46,887.03                            48.1%
                                                                                                                                                                48.1%
    2008          $9623.41              $11,223.59                        33.9%                $22,484.82                  $26,223.59                           41.9%
     2008           $9623.41           $11,223.59                          33.9%                 $22,484.82               $26,223.59                            41.9%
    2009         $(8965.57)            $(10,495.35)                       24.0%                 $3848.06                    $4504.65                            29.5%
     2009          $(8965.57)         $(10,495.35)                         24.0%                  $3848.06                 $4504.65                             29.5%
    2010        $(11,904.63)           $(13,705.88)                       23.1%                 $1124.04                    $1294.11                            29.5%
     2010
    2011
                  $(11,904.63)
                  $3323.97
                                      $(13,705.88)
                                         $3711.20
                                                                           23.1%
                                                                          29.3%
                                                                                                  $1124.04
                                                                                               $16,758.85
                                                                                                                           $1294.11
                                                                                                                           $18,711.19
                                                                                                                                                                29.5%
                                                                                                                                                                36.6%
     2011
    2012            $3323.97
                 $12,627.91             $3711.20
                                        $13,810.40                         29.3%
                                                                          35.0%                  $16,758.85
                                                                                               $26,343.56                 $18,711.19
                                                                                                                           $28,810.40                           36.6%
                                                                                                                                                                44.9%
     2012
    2013           $12,627.91
                 $27,598.60            $13,810.40
                                        $29,742.53                         35.0%
                                                                          42.2%                  $26,343.56
                                                                                               $41,517.35                 $28,810.40
                                                                                                                           $44,742.52                           44.9%
                                                                                                                                                                52.6%
     2013
    2014           $27,598.60
                 $25,144.80            $29,742.53
                                        $26,674.52                         42.2%
                                                                          40.4%                  $41,517.35
                                                                                               $39,284.58                 $44,742.52
                                                                                                                           $41,674.52                           52.6%
                                                                                                                                                                51.3%
     2014
    2015           $25,144.80
                 $26,897.26            $26,674.52
                                        $28,497.48                         40.4%
                                                                          40.4%                  $39,284.58
                                                                                               $41,054.96                 $41,674.52
                                                                                                                           $43,497.47                           51.3%
                                                                                                                                                                48.8%
    2016
     2015        $23,330.58
                   $26,897.26           $24,409.62
                                       $28,497.48                         37.1%
                                                                           40.4%               $37,667.50
                                                                                                 $41,054.96                $39,409.62
                                                                                                                          $43,497.47                            45.2%
                                                                                                                                                                48.8%
    2017
     2016        $35,596.53
                   $23,330.58           $36,467.93
                                       $24,409.62                         41.2%
                                                                           37.1%               $50,238.11
                                                                                                 $37,667.50                $51,467.93
                                                                                                                          $39,409.62                            49.2%
                                                                                                                                                                45.2%
    2018
     2017        $36,732.77
                   $35,596.53           $36,732.77
                                       $36,467.93                         39.9%
                                                                           41.2%               $51,732.77
                                                                                                 $50,238.11                $51,732.77
                                                                                                                          $51,467.93                            48.8%
                                                                                                                                                                49.2%
    Total        $20,263.61                                               36.1%                $33,219.45                                                       44.4%
     2018         $36,732.77           $36,732.77                          39.9%                $51,732.77                   $51,732.77                         48.8%
     Total        $20,263.61                                               36.1%                $33,219.45                                                      44.4%
     Figure 2 illustrates the percentage of profitable sales under the assumption of both low and high
production costs for the same time period. The two years following the start of the Great Recession
     Figure 2 illustrates the percentage of profitable sales under the assumption of both low and high
demonstrate the lowest proportion of profitable transactions (2009 and 2010), while 2013, which was
production costs for the same time period. The two years following the start of the Great Recession
a few years into the recovery, exhibited the largest percentage of profitable transactions. 2013 and
demonstrate the lowest proportion of profitable transactions (2009 and 2010), while 2013, which was
2014 were the only years in which more than half of the transactions were profitable when assuming
a few years into the recovery, exhibited the largest percentage of profitable transactions. 2013 and
low production costs. With the exception of years spanning the Great Recession and its recovery, the
2014 were the only years in which more than half of the transactions were profitable when assuming
percent of profitable transactions appear to remain relatively constant.
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low production costs. With the exception of years spanning the Great Recession and its recovery, the
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percent of profitablePercent transactions appear to
                                     of Profitable   remain
                                                   Sales    relatively
                                                         Under Low and constant.
                                                                         High Production Costs
 60.0%
                          Percent of Profitable Sales Under Low and High Production Costs
 50.0%
 60.0%

 40.0%
 50.0%

 40.0%
 30.0%

 30.0%
 20.0%

 20.0%
 10.0%

 10.0%
  0.0%
   0.0%      2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018
             2001 2002 2003 2004 2005 2006 (High
                              % Profitable 2007 2008 2009 2010 2011
                                                 Cost)            % 2012 2013 2014
                                                                    Profitable (Low2015 2016 2017 2018
                                                                                    Cost)
                                 % Profitable (High Cost)                 % Profitable (Low Cost)
      Figure 2. Percent of profitable yearling transactions by year under low and high production cost
      Figure 2. Percent of profitable yearling transactions by year under low and high production
      assumptions.
      Figure 2. Percent of profitable yearling transactions by year under low and high production cost
      cost assumptions.
      assumptions.
      For the remainder of the paper, to err on the side of not underestimating profit, all further
      For the remainder of the paper, to err on the side of not underestimating profit, all further analyses
analyses   are remainder
      For the  conducted of  under  the assumption
                                the paper,   to err on of  low
                                                         the     production
                                                              side             costs ($20,000).profit, all further
                                                                    of not underestimating
 are conducted under the assumption of low production costs ($20,000).
      Figures   3  and   4  illustrate   estimated    inflation-adjusted      profit
 analyses are conducted under the assumption of low production costs ($20,000).       at the 99th, 95th, and 75th
      Figures 3 and 4 illustrate estimated inflation-adjusted profit at the 99th, 95th, and 75th percentiles
percentiles
      Figures(Figure
                3 and 3)4 as   well as estimated
                           illustrate   the 50th, 25th,    and 5th percentiles
                                                    inflation-adjusted     profit at(Figure   4). While
                                                                                       the 99th,   95th, there  may be
                                                                                                          and 75th
 (Figure 3) as well as the 50th, 25th, and 5th percentiles (Figure 4). While there may be positive economic
positive  economic
 percentiles (Figure 3)returns
                          as wellonas average
                                      the 50th,in    a given
                                                  25th, and 5thyear,   this exercise
                                                                   percentiles   (Figuredemonstrates
                                                                                          4). While therethat
                                                                                                            maywith
                                                                                                                 be the
 returns on average in a given year, this exercise demonstrates that with the exception of 2013 and 2014,
 positive economic
exception             returns
            of 2013 and    2014,on  average
                                  median       in afor
                                           profit    given   year,was
                                                       breeders     thisestimated
                                                                          exercise demonstrates
                                                                                     to be negative.that   with words,
                                                                                                       In other the
 median profit for breeders was estimated to be negative. In other words, a few especially lucrative
aexception  of 2013lucrative
   few especially   and 2014,transactions
                                 median profitmayforyield
                                                     breeders   was estimated
                                                          an overall              to be negative.
                                                                        positive return   enough In   other fewer
                                                                                                   though    words,than
 transactions
 a fewof       may
       especially    yield
                  lucrative an  overall  positive   return  enough     though   fewer   than  50%  of transactions   are
50%      transactions    are transactions   may yield an
                              profitable. Moreover,         overall
                                                         Figure   4 positive  return
                                                                     illustrates      enough
                                                                                  sizable       though
                                                                                           losses       fewerby
                                                                                                   incurred    than
                                                                                                                  many
 profitable. Moreover,
 50% of transactions      Figure  4 illustrates
                        are profitable.          sizable
                                          Moreover,    Figure 4 illustrates sizable losses incurred by many of
                                                          losses  incurred   by   many   breeders  in the  aftermath
breeders   in the aftermath    of the Great   Recession.
 the Great  Recession.
 breeders in the aftermath of the Great Recession.

                                        Inflation-adjusted Profit, 2001–2018
                                       Inflation-adjusted Profit, 2001–2018
    $1,200,000.00
    $1,200,000.00
    $1,000,000.00
    $1,000,000.00

      $800,000.00
      $800,000.00

      $600,000.00
      $600,000.00

      $400,000.00
      $400,000.00

      $200,000.00
      $200,000.00

                 $-
                 $-
                          2001
                                 2002
                                 2003
                                 2004
                                 2005
                                 2006
                                 2007
                                 2008
                                 2009
                                 2010
                                 2011
                                 2012
                                 2013
                                 2014
                                 2015
                                                                                                        2016
                                                                                                               2017
                                                                                                                      2018
                          2001
                                 2002
                                 2003
                                 2004
                                 2005
                                 2006
                                 2007
                                 2008
                                 2009
                                 2010
                                 2011
                                 2012
                                 2013
                                 2014
                                 2015
                                 2016
                                                                                                        2017
                                                                                                               2018

                                                p99
                                               p99              p95
                                                              p95           p75p75

                   Figure3.3.
                  Figure
                  Figure      99th,95th,
                           3.99th,
                              99th, 95th,and
                                    95th, and
                                          and  75th
                                             75th
                                              75th  percentiles
                                                  percentiles    for
                                                              forfor
                                                    percentiles      inflation-adjusted
                                                                  inflation-adjusted    profit,
                                                                                     profit,
                                                                     inflation-adjusted         2001–2018.
                                                                                             2001–2018.
                                                                                        profit, 2001–2018.
Sustainability 2020, 12,
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                         x FOR PEER REVIEW                                                                                   77 of
                                                                                                                                of 13
                                                                                                                                   14

                                           Inflation-adjuted Profit, 2001–2018
     $10,000.00
               $-
    $(10,000.00)
    $(20,000.00)
    $(30,000.00)
    $(40,000.00)
    $(50,000.00)
    $(60,000.00)
    $(70,000.00)
    $(80,000.00)
    $(90,000.00)

                                                     p50             p25              p5

                    Figure 4. 50th, 25th, and 5th percentiles for inflation-adjusted profit, 2001–2018.
                    Figure 4. 50th, 25th, and 5th percentiles for inflation-adjusted profit, 2001–2018.
     What follows examines inflation-adjusted median profit and percentage of profitable transactions
      What
by stud       follows The
         fee category.    examines
                                 industry   inflation-adjusted
                                              typically considers   median      profit sires”
                                                                      “commercial         and topercentage
                                                                                                   be those with of advertised
                                                                                                                        profitable
transactions
stud  fees of by    stud $25,000
                at least  fee category. (someThe     industry
                                                 industry        typically
                                                              sources        considers
                                                                        consider           “commercial
                                                                                     stallions   with stud  sires”
                                                                                                               fees toof be  those
                                                                                                                          $15,000
with  advertised    stud  fees    of  at  least  $25,000   (some   industry    sources    consider
and above to be commercial, but our analysis shows that fewer than half of transactions in this      stallions   with    stud  fees
of $15,000  and   above   to   be  commercial,       but  our  analysis   shows    that  fewer   than
category were profitable). Figures 5 and 6 present inflation-adjusted median profit for commercial     half  of transactions      in
this non-commercial
and   category were sires,profitable).        Figures
                                   respectively.      The5 differences
                                                             and 6 presentin the inflation-adjusted       median profit
                                                                                  two figures is unmistakable.           Figurefor 5
commercial      and    non-commercial             sires,  respectively.     The     differences
suggests that median profit is nearly always positive for yearlings by commercial sires and that thein  the   two      figures     is
unmistakable.
largest            Figureis 5earned
        median profit            suggests      that median
                                         by yearlings            profit
                                                          with the       is nearly
                                                                     highest   quality always     positive though,
                                                                                          sires (notably,    for yearlings
                                                                                                                        when the by
commercial
economy        sires and downturns
           experiences     that the largest   suchmedian      profitRecession,
                                                     as the Great    is earned by      yearlings
                                                                                    those  breeders with  thestand
                                                                                                       also     highest    quality
                                                                                                                      to lose   the
sires (notably,   though,    when      the   economy     experiences    downturns      such   as  the Great
most). In contrast, Figure 6 illustrates nearly guaranteed negative median profit across all categories       Recession,     thoseof
breeders   also  stand   to    lose   the   most).   In  contrast,  Figure    6  illustrates   nearly
non-commercial sires. Together, Figures 5 and 6 tell the story of a polarized market in which the best  guaranteed       negative
medianindividuals
quality  profit across areallincategories
                                 high demand,  of non-commercial
                                                     but demand forsires.     Together,
                                                                         individuals        Figures
                                                                                         falling      5 and
                                                                                                  short      6 tell
                                                                                                         of that     the is
                                                                                                                  ideal   story
                                                                                                                            weak. of
a polarized    market    in    which      the   best  quality   individuals     are   in  high   demand,
     Next, Table 3 presents the percentage of profitable transactions by stud fee. From 2001 to 2018,        but    demand       for
over 45% offalling
individuals            short of sold
               the yearlings        that ideal
                                           were isbyweak.
                                                       “commercial” sires. The percentage of profitable sales is
monotonically decreasing from the highest of
      Next, Table    3 presents      the   percentage        profitable
                                                          stud            transactions
                                                                fee category    (57.6%) to bythe
                                                                                               stud  fee. From
                                                                                                   lowest          2001Breeders
                                                                                                            (19.7%).      to 2018,
with the initial means to invest in a higher quality stallion based on advertised stud fee stand a sales
over  45%   of  the  yearlings      sold     were   by  “commercial”       sires.  The   percentage     of  profitable     greater is
monotonically
chance             decreasing
        of realizing   positivefrom        the highest
                                    economic              stud fee category (57.6%) to the lowest (19.7%). Breeders
                                                   returns.
with the initial means to invest in a higher quality stallion based on advertised stud fee stand a greater
chance of realizing positive economic returns.
Sustainability 2020, 12, x FOR PEER REVIEW                                                                                                                          8 of 14

Sustainability 2020, 12, x FOR PEER REVIEW                                                                                                                          8 of 14
 Sustainability 2020, 12, 463   Inflation-adjusted median                            profit for commercial sires                                                      8 of 13

       $300,000
                                   Inflation-adjusted median profit for commercial sires
       $250,000
      $300,000
       $200,000
      $250,000
       $150,000
      $200,000
       $100,000
      $150,000
        $50,000
      $100,000
            $-
       $50,000       2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018
        $(50,000)
            $-
      $(100,000) 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018
      $(50,000)
                               $100,000+       $50,000–$99,999       $25,000–$49,999
     $(100,000)

                                  $100,000+
                     Figure 5. Inflation-adjusted$50,000–$99,999      $25,000–$49,999
                                                  median profit for offspring of commercial sires.

                     Figure 5. Inflation-adjusted median profit for offspring of commercial sires.
                    Figure 5. Inflation-adjusted median profit for offspring of commercial sires.
                              Inflation-adjusted median profit for non-commercial sires
                     2001

                             2002

                                     2003

                                             2004

                                                     2005

                                                             2006

                                                                      2007

                                                                              2008

                                                                                      2009

                                                                                              2010

                                                                                                      2011

                                                                                                              2012

                                                                                                                      2013

                                                                                                                              2014

                                                                                                                                      2015

                                                                                                                                              2016

                                                                                                                                                      2017

                                                                                                                                                              2018
       $10,000              Inflation-adjusted median profit for non-commercial sires
                    2001

                            2002

                                    2003

                                            2004

                                                    2005

                                                            2006

                                                                     2007

                                                                             2008

                                                                                     2009

                                                                                             2010

                                                                                                     2011

                                                                                                             2012

                                                                                                                     2013

                                                                                                                             2014

                                                                                                                                     2015

                                                                                                                                             2016

                                                                                                                                                     2017

                                                                                                                                                             2018
        $5,000
      $10,000
            $-
       $5,000
       $(5,000)
           $-
      $(10,000)
      $(5,000)
      $(15,000)
     $(10,000)
      $(20,000)
     $(15,000)
      $(25,000)
     $(20,000)
      $(30,000)
     $(25,000)
                              $15,000–$24,999                      $10,000–$14,999                   $5000–$9999                < $5000
     $(30,000)
                  Figure 6. Inflation-adjusted median profit for offspring of non-commercial sires.
                  Figure $15,000–$24,999
                         6. Inflation-adjusted $10,000–$14,999       $5000–$9999
                                               median profit for offspring           < $5000 sires.
                                                                           of non-commercial

                  Figure 6. Inflation-adjusted median profit for offspring of non-commercial sires.
Sustainability 2020, 12, x FOR PEER REVIEW                                                                          9 of 14
Sustainability 2020, 12, 463                                                                                         9 of 13

                              Table 3. Percentage of profitable sales by stud fee category.
                           Table
                        Stud        Percentage of profitable
                             Fee 3.Category                  sales by stud
                                                  % Profitable           n fee category.
                                                                                   % of Total
                            $100,000+
                           Stud Fee Category          57.6%
                                                  % Profitable        n 5125 % of Total6.9%
                         $50,000–$99,999              57.0%             8021          10.7%
                               $100,000+             57.6%          5125         6.9%
                         $25,000–$49,999
                            $50,000–$99,999
                                                      51.7%
                                                     57.0%
                                                                       20,906 10.7%
                                                                    8021
                                                                                      28.0%
                         $15,000–$24,999
                            $25,000–$49,999           41.7%
                                                     51.7%             16,623
                                                                   20,906        28.0%22.2%
                         $10,000–$14,999
                            $15,000–$24,999           38.2%
                                                     41.7%             12,658 22.2%
                                                                   16,623             16.9%
                            $10,000–$14,999
                           $5000–$9999               38.2%
                                                      28.1%        12,658
                                                                       10,314    16.9%13.8%
                         Less$5000–$9999
                              than $5000             28.1%
                                                      19.7%        10,314
                                                                        1142 13.8%1.5%
                            Less than $5000          19.7%          1142          1.5%
                              Total
                                  Total               44.4%
                                                     44.4%             74,789 100%100%
                                                                   74,789

       Figures 7 and 8 illustrate percentage of profitable transactions among yearlings by commercial
 siresFigures   7 and 8 illustrate
        and non-commercial           percentage
                                 sires,            of profitable
                                         respectively,  from 2001 transactions
                                                                     to 2018. Foramong      yearlings
                                                                                     most years,        by commercial
                                                                                                  investing       in the top
sires
 tier of stallions (stud fees of $100,000 and up) resulted in the greatest percentage of profitableinsales,
       and  non-commercial       sires,  respectively,  from   2001   to  2018.   For  most   years,   investing        the
top  tier of stallions   (stud fees   of $100,000   and  up)  resulted    in the  greatest  percentage
 although there are a few exceptions. The largest deviations occurred in the years following the Great       of  profitable
sales, although
 Recession,        therebreeders
               where      are a fewpaid
                                      exceptions.
                                           peak studThe largest
                                                         fees butdeviations
                                                                     experiencedoccurred   in the years
                                                                                      significant  declinesfollowing    the
                                                                                                                  in prices.
Great   Recession,   where    breeders    paid peak   stud  fees but   experienced     significant  declines
 Yearlings by sires in the lowest stud fees of the commercial sires ($25,000–$49,999) appear to have the          in prices.
Yearlings  by sires in
 most predictable        the lowest
                      pattern         stud feessales,
                                of profitable    of theexhibiting
                                                        commercial  lesssires ($25,000–$49,999)
                                                                           extreme   deviations inappear
                                                                                                      times to  ofhave
                                                                                                                    boomtheor
most   predictable   pattern   of profitable   sales, exhibiting   less   extreme   deviations   in
 bust. Figure 6 depicts the same measure for yearlings by non-commercial sires. While the percentage times    of   boom   or
bust.  Figure 6 sales
 of profitable    depicts
                        is the same measure
                           generally             for yearlings
                                        decreasing   from higherby non-commercial
                                                                     stud fees to lower  sires. While
                                                                                             ones,  theretheispercentage
                                                                                                                 significant
of profitable   sales  is generally    decreasing   from   higher  stud    fees  to lower   ones, there
 variability in these measures from year to year. In addition, there were no profitable transactions        is significant in
variability  in  these  measures    from   year to year.  In addition,    there  were   no
 2010 in the lowest stud fee category, even under the assumption of low production costs.  profitable    transactions     in
2010 in the lowest stud fee category, even under the assumption of low production costs.

                            Percent of Profitable Transactions for Commercial Sires
  90.0%

  80.0%

  70.0%

  60.0%

  50.0%

  40.0%

  30.0%

  20.0%

  10.0%

    0.0%
            2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018

                                $100,000+              $50,000–$99,999               $25,000–$49,999

                  Figure 7. Percent of Profitable Transactions for Commercial Sires, 2001 to 2018.
                   Figure 7. Percent of Profitable Transactions for Commercial Sires, 2001 to 2018.
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                                 Percent of Profitable Transactions for Non-Commercial Sires
  60.0%

  50.0%

  40.0%

  30.0%

  20.0%

  10.0%

    0.0%
             2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018

                     $15,000–$24,999                  $10,000–$14,999                  $5000–$9999                  < $5000

                 Figure 8. Percent of Profitable Transactions for Non-commercial Sires, 2001 to 2018.
                 Figure 8. Percent of Profitable Transactions for Non-commercial Sires, 2001 to 2018.
      Based on this analysis, a few key points are evident. Perhaps the most remarkable is that even
       Based on this analysis, a few key points are evident. Perhaps the most remarkable is that even
under the assumption of low production costs, fewer than half of the transactions are profitable in all
 under the assumption of low production costs, fewer than half of the transactions are profitable in all
but two of the years under analysis. Moreover, estimated median profit is negative for all years but
 but two of the years under analysis. Moreover, estimated median profit is negative for all years but
one. Given the concerns on profitability from the British Thoroughbred Breeders’ Association study,
 one. Given the concerns on profitability from the British Thoroughbred Breeders’ Association study,
this is troubling for the sustainability of smaller breeders who may not have the capital to invest in
 this is troubling for the sustainability of smaller breeders who may not have the capital to invest in
higher quality stallions. In the next section, we investigate changes to our assumptions that may lead
 higher quality stallions. In the next section, we investigate changes to our assumptions that may lead
us to underestimate profit.
 us to underestimate profit.
3.2. Implied Stud Fee Discount
 3.2. Implied Stud Fee Discount
       In the estimation of profit, we had to make a few assumptions. First, we do not have access to
actualInproduction
           the estimation costs,ofsoprofit,  we had
                                      we identify   twoto plausible
                                                           make a few      assumptions.
                                                                      levels   in consultation First,with
                                                                                                       we farm
                                                                                                            do not  have access
                                                                                                                  managers.      Even to
 actual production
assuming       the low costs,
                           level ofso production
                                       we identify costs,
                                                     two plausible     levels
                                                             in general,        in consultation
                                                                            fewer    than 50% ofwith        farm managers.
                                                                                                       profitable   sales doesEven not
 assuming      the   low    level  of  production     costs,  in  general,   fewer    than   50%
seem to be economically sustainable in the long run. So, while commission fees are generally fairly of  profitable   sales   does   not
 seem    to be   economically        sustainable   in  the long    run.  So,  while     commission
standard, our implicit assumption that breeders pay the advertised stud fee may be erroneous. A          fees are  generally     fairly
 standard,on
discount       ourtheimplicit
                       advertised assumption
                                        stud feethat
                                                  maybreeders
                                                         exist in pay
                                                                    many  the  advertised
                                                                             forms.     Beyond  stud   fee may
                                                                                                   a direct       be erroneous.
                                                                                                              discount,     breeders  A
 discount     on  the  advertised      stud fee  may   exist   in many   forms.    Beyond
may receive discounted stud fees by breeding multiple mares to the same stallion or at the samea direct   discount,   breeders    may
 receive
farm,       discounted in
         participating       stud   fees by partnerships
                                foal-share    breeding multiple       mares
                                                                 with the       to thefarm,
                                                                           stallion       samepurchasing
                                                                                                  stallion or aatsyndicate
                                                                                                                   the sameshare,farm,
 participating ininincentive
participating            foal-share      partnerships
                                      programs            with the programs,
                                                  or risk-sharing       stallion farm, and sopurchasing
                                                                                                 on. Because  a syndicate
                                                                                                                 such a discountshare,
 participating      in  incentive     programs     or  risk-sharing    programs,        and   so
may exist in many forms, we estimate the implied direct stud fee discount that must exist in orderon.   Because   such    a  discount
 may
to      exist in50%
    generate       many     forms,
                       or 67%        we estimate
                                   profitable        the implied
                                               transactions          direct
                                                                 using  Goalstud
                                                                               Seek feeindiscount
                                                                                           Excel. The thatresults
                                                                                                            must are
                                                                                                                   existintended
                                                                                                                          in order to to
 generate     50%    or  67%    profitable   transactions       using  Goal   Seek    in  Excel.   The    results
capture the value of the discount that the breeder receives relative to the advertised stud fee, regardless        are   intended     to
 capture     the   value     of  the   discount   that   the    breeder   receives     relative    to  the
of the form the discount actually takes. Moreover, in spite of this exercise, it is important to note that inadvertised     stud    fee,
 regardless
some    years,ofbreeders
                    the form     the discount
                               certainly         actually
                                           did not  achieve  takes.  Moreover,
                                                                the threshold     ofin   spite of this
                                                                                     profitable     salesexercise,
                                                                                                           even withit isany
                                                                                                                           important
                                                                                                                              type of
 to note   that   in  some     years,
accommodation from the stallion owner.  breeders   certainly    did  not  achieve    the   threshold     of  profitable    sales  even
 withFigure
        any type     of  accommodation         from   the stallion   owner.
                9 presents the minimum annual implied stud fee discount required to achieve at least 50%
        Figure
or 67% profitable 9 presents      the minimum
                         sales. The                 annualinimplied
                                        discount peaked          2009 andstud
                                                                            2010 feewhere
                                                                                      discount     required exceeded
                                                                                             the discounts     to achieve80%  at least
                                                                                                                                   (for
 50%   or  67%   profitable     sales.  The  discount    peaked    in 2009   and   2010   where
50% profitable transactions) and 100% (for 67% profitable transactions), and was minimized in 2013 the   discounts   exceeded      80%
 (for 2014,
and   50% profitable         transactions)
              where no discount          was and    100% to
                                              necessary    (for   67% profitable
                                                                achieve  the threshold transactions),     and wastransactions.
                                                                                             of 50% profitable        minimized in
 2013 and 2014, where no discount was necessary to achieve the threshold of 50% profitable
 transactions.
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                      12,463
                          x FOR PEER REVIEW                                                                          11 of 13
                                                                                                                     11 of  14

                        Implied Stud Fee Discount for a Threshold Level of Profitable
                                               Transactions
                        Implied Stud Fee Discount for a Threshold Level of Profitable
       150.0%                                  Transactions
       150.0%
       100.0%

       100.0%
        50.0%

        50.0%
         0.0%

          0.0%

                                            67% profitable                 50% profitable

                                            67% profitable                50% profitable
                Figure 9. Annual implied stud fee discount for 50% and 67% profitable transactions.
               Figure 9. Annual implied stud fee discount for 50% and 67% profitable transactions.
       FiguresFigure
                 10 and9. 11
                          Annual     impliedthis
                              investigate      studissue
                                                     fee discount
                                                           further for
                                                                     by 50%   and 67%
                                                                        allowing     theprofitable
                                                                                          implied transactions.
                                                                                                    discount to differ across
      Figures 10 and 11 investigate this issue further by allowing the implied discount to differ across
  stud fee categories. Generally, demand is stronger for sires with higher stud fees. Therefore, fewer
stud fee   categories.
      Figures       and Generally,
                10 needed11 investigate demand      is stronger
                                             this issue   furtherforby sires   withthe
                                                                        allowing      higher   studdiscount
                                                                                         implied     fees. Therefore,
                                                                                                                  differ fewer
  incentives  are             to attract mares.       However,     sires   with lower      stud fees   are lesstodesirable
                                                                                                                         across
                                                                                                                            and
incentives
 stud        are  needed   to  attract  mares.    However,     sires  with   lower  stud    fees are less  desirable and   may
  may fee   categories.
        require   greaterGenerally,
                            enticements  demand      is stronger
                                              to attract            for For
                                                            breeders.    siresthis
                                                                                with   higher stud
                                                                                   analysis,          fees. consider
                                                                                                 we only      Therefore,
                                                                                                                       thefewer
                                                                                                                            50%
require   greater
 incentives        enticements
              arethreshold.
                   needed to       to attract
                                 attract       breeders.    For this   analysis,  we only     consider   the 50%desirable
                                                                                                                  profitability
  profitability                Figure   10mares.
                                            presents However,
                                                        the annual sires  with lower
                                                                       implied   stud fee stud   fees are
                                                                                             discount    forless            and
                                                                                                             commercial sires,
threshold.
 may         Figure   10 presents    the  annual   implied    stud  fee discount    for  commercial     sires, while Figure  11
  whilerequire
         Figure greater    enticements
                  11 presents    the implied to attract
                                                 discount  breeders.    For this analysis,
                                                              for non-commercial        sires. we only consider the 50%
presents   the
 profitability implied    discount     for non-commercial        sires.
       Figure threshold.
                10 suggests   Figure
                                  that 10  presents
                                         among         the annualsires,
                                                   commercial         implied    stud fee
                                                                             in most         discount
                                                                                        years,          for commercial
                                                                                                  no implied     discountsires,
                                                                                                                            was
 whileFigure  1011
         Figure   suggests
                     presentsthat
                                the among
                                      impliedcommercial
                                                 discount    sires,
                                                             for     in most years, no
                                                                 non-commercial             implied discount was required
                                                                                        sires.
  required to achieve 50% profitable transactions even though there were very few years in which no
to achieve
      Figure 50%    profitable
                     suggeststotransactions
                10required       that   among     even though sires,there were    veryyears,
                                                                                         few years    in whichdiscount
                                                                                                                  no discount
  discount   was                  achieve   67% commercial
                                                   profitable transactions. in most              no implied                 was
was  required   to  achieve   67%    profitable   transactions.
 required to achieve 50% profitable transactions even though there were very few years in which no
discount was required to achieve 67% profitable transactions.
                    Implied Stud Fee Discount for 50% Profitable Transactions,
                                        Commercial Sires
                   Implied Stud Fee Discount for 50% Profitable Transactions,
          80.0%                        Commercial Sires
             70.0%
             80.0%
             60.0%
             70.0%
             50.0%
             60.0%
             40.0%
             50.0%
             30.0%
             40.0%
             20.0%
             30.0%
             10.0%
             20.0%
              0.0%
             10.0%

              0.0%

                                $100,000+               $50,000–$99,999               $25,000–$49,999

                            $100,000+
        Figure 10. Annual implied                $50,000–$99,999
                                  stud fee discount                          $25,000–$49,999
                                                    for 50% profitable transactions for commercial sires.
         Figure 10. Annual implied stud fee discount for 50% profitable transactions for commercial sires.
    Figure    1110.demonstrates
       Figure 11
                                 a much
                    Annual impliedastud
                                           different for
                                        fee discount
                                                     result.  For the bottom
                                                         50% profitable
                                                                                two stud  fee categories,   the
      Figure        demonstrates     much   different result.  For the transactions
                                                                        bottom twoforstud
                                                                                       commercial   sires.
                                                                                            fee categories,   the
implied stud fee discount is over 100%, indicating that even if the stud fee was waived, the transaction
 implied stud fee discount is over 100%, indicating that even if the stud fee was waived, the transaction
wouldFigure
       still not
               11have  been profitable.
                    demonstrates  a much So,different
                                             even if there areFor
                                                      result.   breeders raisingtwo
                                                                   the bottom     yearlings
                                                                                     stud feeon categories,
                                                                                                a “shoestring”
                                                                                                             the
implied stud fee discount is over 100%, indicating that even if the stud fee was waived, the transaction
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Sustainability 2020, 12, 463                                                                                                          12 of 13
 would still not have been profitable. So, even if there are breeders raising yearlings on a “shoestring”
 budget, realizing a positive economic return is unlikely. With a few exceptions, the implied discount
 was always
budget,       greater
        realizing     than 0%,
                  a positive   and often
                             economic       above
                                         return    50%. Taken
                                                is unlikely.    together,
                                                             With         these results
                                                                   a few exceptions, thesuggest
                                                                                         impliedthat selling
                                                                                                  discount
 yearlings
was alwaysbygreater
              non-commercial    sires
                     than 0%, and     is not
                                   often     likely
                                           above    to be
                                                  50%.    a profitable
                                                        Taken          venture.
                                                               together, these results suggest that selling
yearlings by non-commercial sires is not likely to be a profitable venture.

                          Implied Stud Fee Discount for 50% Profitable Transactions, Non-
                                                commercial Sires
              600.0%

              500.0%

              400.0%

              300.0%

              200.0%

              100.0%

                 0.0%

                             $15,000–$24,999                $10,000–$14,999                $5000–$9999               < $5000

         Figure 11. Annual implied stud fee discount for 50% profitable transactions for commercial sires.
          Figure 11. Annual implied stud fee discount for 50% profitable transactions for commercial sires.
4. Discussion
 4. Discussion
       This study investigates the profitability of commercial Thoroughbred breeders in North American
from 2001–2018.
        This study We          find that while
                          investigates                average profit
                                             the profitability         of iscommercial
                                                                                positive over      the 18-year period,
                                                                                               Thoroughbred           breeders  theinmean     is
                                                                                                                                          North
driven
 Americanby a from
               few outliers.
                        2001–2018. On average,
                                        We find fewer        than 50%
                                                     that while      averageof transactions      are profitable,
                                                                                  profit is positive      over theand      median
                                                                                                                      18-year        profitthe
                                                                                                                                  period,     is
nearly   always    negative.       In addition,     we   find   that  the   likelihood    of  realizing
 mean is driven by a few outliers. On average, fewer than 50% of transactions are profitable, and          a  positive   economic       return
on   a transaction
 median     profit isisnearly
                           greater    for yearlings
                                   always    negative.   byInhigher
                                                               addition,quality    stallions.
                                                                              we find   that the Finally,   in many
                                                                                                    likelihood          instances,
                                                                                                                   of realizing       even if
                                                                                                                                    a positive
breeders    had   received      a complimentary          stud   fee,  profit   would    still  have   been
 economic return on a transaction is greater for yearlings by higher quality stallions. Finally, in many      negative.     Taken   together,
these   resultseven
 instances,      suggest      that the market
                        if breeders                 for Thoroughbred
                                          had received         a complimentary  yearlings   is quite
                                                                                         stud           polarized.
                                                                                                  fee, profit     wouldConsequently,
                                                                                                                            still have been the
long-run
 negative.sustainability
              Taken together,     for many      of thesesuggest
                                       these results        breeders     is uncertain,
                                                                      that    the marketespecially         for breeders
                                                                                              for Thoroughbred               that may
                                                                                                                         yearlings         lack
                                                                                                                                       is quite
the   capital to  invest     in  high   quality    stallions.
 polarized. Consequently, the long-run sustainability for many of these breeders is uncertain,
       Some participants
 especially    for breeders in        the
                                   that    racing
                                         may    lackand     breeding
                                                       the capital     to industry,     especially
                                                                           invest in high      qualitythose      in the upper echelons,
                                                                                                          stallions.
have made
        Sometheir      fortunes in
                participants        in the
                                       other   industries
                                            racing            such as oil,
                                                       and breeding            telecommunications,
                                                                            industry,    especially those    andin banking.
                                                                                                                     the upper  Profitability
                                                                                                                                    echelons,
may    not be a  primary       objective   for   these   participants;      however,     any
 have made their fortunes in other industries such as oil, telecommunications, and banking.    business     must    show    a  profit motive
or  the activitymay
 Profitability      willnot be classified
                                be a primary  as aobjective
                                                    hobby, and   for expenses       associated
                                                                     these participants;            with theany
                                                                                                 however,       activity    will must
                                                                                                                     business     not beshowtax
deductible.     However,        for those   in  the  industry      without     other   major    sources
 a profit motive or the activity will be classified as a hobby, and expenses associated with the activity  of  income,    their   operations
are
 willsubject
        not betotaxthe   same rules
                      deductible.         of production
                                       However,       for thoseas any    other
                                                                    in the        firm. without
                                                                              industry   Continually  otherproducing
                                                                                                               major sourcesat a loss    is not
                                                                                                                                   of income,
sustainable,
 their operationsand in arethe   long run,
                              subject    to thethese
                                                  same operations       would be required
                                                          rules of production          as any otherto shut
                                                                                                         firm.down.
                                                                                                                 Continually producing
       There  are   a few    limitations    to  the   approach      we   adopted     in
 at a loss is not sustainable, and in the long run, these operations would be required  this   study.   First,  although  to we
                                                                                                                              shutultimately
                                                                                                                                    down.
consider    only    the   lowest     production       cost,  it  is possible     that  production
        There are a few limitations to the approach we adopted in this study. First, although we        costs   are  still  overestimated.
In  addition, consider
 ultimately      it is possibleonly that
                                       the breeders       often pay less
                                            lowest production             cost,than
                                                                                  it isthe  advertised
                                                                                        possible              stud fee. Tocosts
                                                                                                      that production            account
                                                                                                                                      are for
                                                                                                                                            still
this,  we  determined          the  implied     stud    fee  discount       that   would    yield    a threshold
 overestimated. In addition, it is possible that breeders often pay less than the advertised stud fee. To             level    of profitable
transactions.
 account for this,Third, weitdetermined
                                is possible that the the   percentage
                                                      implied      stud fee of discount
                                                                                profitablethattransactions
                                                                                                    would yield is not  the best measure
                                                                                                                      a threshold      level of
ofprofitable
   profitability
               transactions. Third, it is possible that the percentage of profitable transactions isand
                     to  consider.     Many     commercial         breeders     likely  own     more   than    one   broodmare         notsell
                                                                                                                                             the
multiple    yearlings      in any    given   year.   In  this  case,  the    return   on the
 best measure of profitability to consider. Many commercial breeders likely own more than one  portfolio     would    be  a  more   accurate
measure
 broodmare  of profitability.
                 and sell multiple  However,      due toin
                                            yearlings       dataanylimitations,
                                                                      given year.    weInare
                                                                                           thisunable
                                                                                                   case, to
                                                                                                          thepursue
                                                                                                                 returnthisonapproach.
                                                                                                                                the portfolio
Sustainability 2020, 12, 463                                                                                    13 of 13

     A significant contributor to breeder profit is the price that buyers are willing to pay for young
Thoroughbreds. Future research plans include investigating factors influencing price at the market
level. For example, in the year following a highly televised breakdown, did yearling profitability
decrease? Or, in the event of a welcome anomaly, such as American Pharaoh becoming the first Triple
Crown winner in 37 years, would enthusiasm be renewed? Also, to what extent do macroeconomic
factors, such as interest rates, exchange rates, capital gains tax rates, and tax benefits (like accelerated
depreciation) influence prices? Karungu, Reed, and Tvedt study some of these factors, but those results
are now 25 years old [13]. Finally, it would be interesting and useful to develop a model capable
of forecasting cycles in the market. Because there are no futures markets for Thoroughbreds, and
because of the biological constraints involved in producing Thoroughbreds, it may be possible to
identify leading indicators to forecast median or average prices. This type of tool may be able to benefit
breeders in their ability to anticipate expected returns and make decisions accordingly.

Author Contributions: Conceptualization, C.J.S.; methodology, J.B. and C.J.S.; formal analysis, J.B. and C.J.S.;
data curation, J.B.; writing—original draft preparation, J.B. and C.J.S.; writing—review and editing, J.B. and C.J.S.
All authors have read and agreed to the published version of the manuscript.
Funding: This work is supported by the National Institute of Food and Agriculture, U.S. Department of Agriculture,
Hatch Project, under accession number 1014277.
Conflicts of Interest: The authors declare no conflict of interest.

References and Notes
1.    The Contribution of Thoroughbred Breeding to the UK Economy and Factors Impacting the Industry’s
      Supply Chain. Thoroughbred Breeders’ Assocation: Great Britain, UK, 2018. Available online: https:
      //www.thetba.co.uk/wp-content/uploads/2018/09/TBA-Economic-Impact-Study-2018.pdf (accessed on 26
      December 2019).
2.    2019 Fact Book; The Jockey Club: Lexington, KY, USA, 2019. Available online: http://www.jockeyclub.com/
      Default.asp?section=Resources&area=11 (accessed on 26 December 2019).
3.    2018 Auctions Digest; Blood-Horse, LLC: Lexington, KY, USA, 2018; p. 56.
4.    2012 Auctions Digest; Blood-Horse LLC: Lexington, KY, USA, 2012; p. 1.
5.    2010 Auctions Digest; Blood-Horse LLC: Lexington, KY, USA, 2010; p. 3877.
6.    Keeneland Sales Summaries. 2019. Available online: http://flex.keeneland.com/summaries/summaries.html
      (accessed on 26 December 2019).
7.    Fasig-Tipton Results Archive. 2019. Available online: http://www.fasigtipton.com/results/2019 (accessed on
      26 December 2019).
8.    Nutt, P.; Clark, M.; Graycarek, R.; Hall, C.T.; Roenker, J. The Kentucky Thoroughbred Breeding Industry and State
      Programs that Assist the Equine Industry; Legislative Research Commission: Frankfort, KY, USA, 2011.
9.    Neibergs, J.S.; Vinzant, P.L. Maximum-Likelihood Estimates of Racehorse Earnings and Profitability. J.
      Agribus. 1999, 17, 37–48.
10.   Bosh, K.A.; Powell, D.; Neibergs, J.S.; Shelton, B.; Zent, W. Impact of reproductive efficiency over time and
      mare financial value on economic returns among Thoroughbred mares in central Kentucky. Equine Vet. J.
      2009, 41, 889–894. [CrossRef] [PubMed]
11.   Gamrat, F.A.; Sauer, R.D. The utility of sport and returns to ownership: Evidence from the thoroughbred
      market. J. Sports Econ. 2000, 1, 219–235. [CrossRef]
12.   Consumer Price Index—All Urban Consumers, 2001–2018. 2019. Available online: http://data.bls.gov
      (accessed on 28 October 2019).
13.   Karungu, P.; Reed, M.; Tvedt, D. Macroeconomic Factors and the Thoroughbred Industry. J. Agric. Appl.
      Econ. 1993, 25, 165–173. [CrossRef]

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