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Economic Analysis Tools for Dairy
    Reproduction Programs




                 Victor E. Cabrera
            University of Wisconsin-Madison
        DAIReXNET Webinar Series, 8 April 2013
Rationale
• Herd profitability depends on reproductive
  efficiency, but relationship is highly complex
• Reproductive performance can be measured
  (e.g., 21-d pregnancy rate)
• Costs of reproductive programs can be
  calculated (e.g., cost per pregnancy)
• But, it is difficult to measure its full economic
  impact (e.g., profitability)
Profitability of reproduction
• Simulate herd
  structure in response
  to a reproductive
  program

• Calculate the
  expected net return
  under different
  reproductive
  performances (De Vries et
  al., 2010; Fricke et al., 2010; Cabrera, 2011)
Evaluation of repro programs
              • Analyze specific
                reproductive
                programs

              • Impact of
                reproductive
                management
                strategies on ad
                farm-by-farm
                specific basis (Giordano et al.,
                 2011; 2012; 2013; Kalantari and Cabrera,
                 2012)
Individual cow management
• Not all cows have
  same reproductive
  value within a herd

• Opportunities for
  individual cow
  decision-making
  exist (Cabrera, 2012)
DairyMGT.info
Profit of improving pregnancy rate
                 $20/cwt milk   • Improving
                                  reproductive
                                  efficiency improves
                                  returns              (Fricke et al., 2010)

                 $15/cwt milk
                                • Reproductive
                                  efficiency improves
                                  overall profit                       (De Vries, 2010;
                 $10/cwt milk     Giordano et al., 2012; Kalantari and Cabrera, 2012)



                                • Law of diminishing
    DairyMGT.info/markov          marginal net returns
Profit of improving pregnancy rate
                            Expected additional net return ($/cow per yr)
                             response to increased 21-d pregnancy rate.
• Higher gains are due        21-d
                                       Income
                                         over
                                               Repla- Repro-
                                                              Calf    Overall Net
  to improved milk         Pregnancy
                            Rate, %
                                         feed
                                         cost
                                              cement ductive
                                                cost   cost
                                                             return     Return


  income over feed         10 to 11
                           11 to 12
                                        19.42
                                        18.28
                                                1.14
                                                1.28
                                                       6.10
                                                       5.60
                                                              5.25
                                                              4.84
                                                                          32
                                                                          30
  cost                     12 to 13
                           13 to 14
                                        17.18
                                        16.13
                                                1.36
                                                1.42
                                                       5.17
                                                       4.79
                                                              4.48
                                                              4.16
                                                                          28
                                                                          26
                           14 to 15     15.12   1.44   4.45   3.87        25
• Other important          15 to 16
                           16 to 17
                                        14.17
                                        13.26
                                                1.45
                                                1.43
                                                       4.15
                                                       3.88
                                                              3.60
                                                              3.36
                                                                          23
                                                                          22
  factors: savings in      17 to 18
                           18 to 19
                                        12.41
                                        11.62
                                                1.41
                                                1.37
                                                       3.64
                                                       3.42
                                                              3.15
                                                              2.95
                                                                          21
                                                                          19
  reproductive costs,      19 to 20
                           20 to 21
                                        10.87
                                        10.17
                                                1.33
                                                1.28
                                                       3.23
                                                       3.05
                                                              2.77
                                                              2.60
                                                                          18
                                                                          17
  return for additional    21 to 22
                           22 to 23
                                         9.52
                                         8.91
                                                1.23
                                                1.17
                                                       2.88
                                                       2.73
                                                              2.44
                                                              2.30
                                                                          16
                                                                          15
  calves, and savings in   23 to 24
                           24 to 25
                                         8.34
                                         7.82
                                                1.12
                                                1.06
                                                       2.59
                                                       2.46
                                                              2.17
                                                              2.05
                                                                          14
                                                                          13
  replacement costs        25 to 26
                           26 to 27
                                         7.33
                                         6.87
                                                1.01
                                                0.96
                                                       2.34
                                                       2.23
                                                              1.94
                                                              1.84
                                                                          12
                                                                          12
  (Cabrera, 2011)          27 to 28      6.45   0.90   2.13   1.74        11
                           28 to 29      6.06   0.85   2.03   1.65        11
                           29 to 30      5.70   0.80   1.94   1.57        10
                                           DairyMGT.info/markov
Make your own analyses

“Dairy Reproductive Economic   • Enter farm-specific
     Analysis” online tool       information:
                                 – Milk production
                                 – Culling rates
                                 – Abortion rates
                                 – Prices and costs

      DairyMGT.info/markov
                               • Run model
                               • Compare scenarios
Farm specific analyses
• Value of a
  reproductive program
  assessed by :
  – Simulating
    reproductive
    performance along
    with
  – Estimating net returns
 (Giordano et al., 2011; 2012; 2013;
 Kalantari and Cabrera, 2012)          DairyMGT.info: Tools: UW-DairyRepro$Plus
Farm specific analyses
• Different herds with
  different repro
  programs can have
  same performance

• Same repro program
  in different herds
  can have different
  outcomes
Farm specific decision-making
• Include, exclude, or             • Introduce the use of
  change level of TAI                chemical pregnancy
  or HD (Giordano et al., 2011)      test (Giordano et al., 2013)
• Manipulate IBI for               • Assessing the cost
  TAI programs (Giordano et al.,     benefit of
  2012)
                                     introducing HD
• Start re-                          devices
  synchronization
  before pregnancy
  diagnosis
Introducing heat detection devices
• Increasing the
  percentage of cows
  bred in estrus from
  50 to 80% increased
  the 21-d PR by 2%,
  and
• Would translate in
  $22,000/year of
  additional profit in a
  1,000-cow herd
                           DairyMGT.info: Tools: UW-DairyRepro$Plus
Heat detection between syncs
                    42 d
                           30%             • Adding 30% CR of
                                             50% ED improves
       45%
                                             profit?
             82 d                          • No gain / No loss

                                           • Only before first TAI:
                                             Loss

                                           • Only after first TAI:
                                             Gain
DairyMGT.info: Tools: UW-DairyRepro$Plus
Earlier chemical pregnancy test
• Between $40 and                     Effect of shorter interbreeding intervals (IBI)
                                             when conception rate was 35%
  $60 additional profit
  to 1-week shorter
  interbreeding
  interval (between 9 and 4 weeks)

• However, earlier                                                     RP=rectal palpation

  pregnancy tests has                                                  TU=transrectal ultrasound
                                                                       CT=chemical test


  inaccuracies and is
  affected by early
                                              Giordano et al., 2013
  pregnancy losses                   DairyMGT.info: Tools: UW-DairyRepro$Plus
Earlier chemical pregnancy test
                           Value of using chemical test (CT) for earlier
                                      pregnancy diagnosis




  Giordano et al., 2013   DairyMGT.info: Tools: UW-DairyRepro$Plus
Make your own analyses




   DairyMGT.info: Tools: UW-DairyRepro$Plus
Individual cow decision-making
• Every cow has a        • Critical concepts:
  different contribution    – Economic value of a
                               dairy cow (Eicker and Fetrow,
                               2003; Groenendaal et al., 2004)
• After best repro           – Retention payoff (De Vries,
  program: individual          2004; Kalantari et al., 2010)

  cow management             – Value ranking of cows

                          • Crucial reproductive
• Fine-tune individual      decisions:
  cow reproductive           – Breeding, VWP, DNB, …
  management
Determining the value of a cow
               $300

               $250

               $200
$/cow per mo




                                                                  Value of cow = $328
               $150

               $100

                $50                                                                      Evaluated Cow
                                                                                         Average 2nd lactation
                                                                                         10 mo after calving
                 $0                                                                      4 mo pregnant

                -$50                                                                     Replacement


               -$100
                       1   6      11   16   21   26    31   36   41   46     51   56    61    66     71      76

                                                      Months in the future

                               Cabrera, 2012. DairyMGT.info/tools/cow_replacement/
Meaning of value of a cow
• Positive:                  • Negative:
  – Cow provides more          – Herd will have higher
    profit than potential        profit with a
    replacement                  replacement
  – Relative cow value to
    be used for:
     • Ranking                             Vs.
     • Treating
     • Better reproductive
       management
Value of a cow illustration
• Open cow             2nd lactation average production cow
  – Decreases
  – Becomes negative

• Pregnant cow
  – Higher than open
  – U-shaped
  – Similar value at
    calving            DairyMGT.info/tools/cow_replacement/

                                  MIM = month in milk.
The impact of milk productivity
   2nd lactation open                 2 mo pregnant, 10 mo lactating




               DairyMGT.info/tools/cow_replacement/
Illustration of possible cow value
   repro management decisions
Cow Value MIM MIP        Manager Possible Reproductive Decision

  High       1     0     Consider enlarging voluntary waiting period
  Low        1     0     Consider shorten voluntary waiting period
  High       9     0     Keep breeding for at least 3 more services
  Low        9     0     Label do-not-breed and replace next month
Very High    3     0     Use better quality semen or female sexed semen
Very Low     3     0     Consider embryo transfer or using male sexed semen
Very High    4     1     Consider sooner pregnancy diagnosis confirmation
Very Low     4     1     Consider replacement if negative cow value
Very High   10     5     Consider sooner pregnancy diagnosis re-confirmation
Very Low    10     5     Consider replacement after calving

MIM = month in milk. MIP = month in pregnancy.
Make your own analyses
                                       • Critical variables:
                                          – Evaluated cow
                                          – Replacement



                                       • Important variables
                                          – Herd production
                                          – Herd reproduction
                                          – Prices and costs
DairyMGT.info/tools/cow_replacement/
Acknowledgement

Project supported by the Agriculture
and Food Research Initiative
Competitive Grant No. 2010-85122-20612
from the USDA National Institute of Food
and Agriculture




Project also supported by Hatch project
to V.E.C. WIS01577
Thanks


© 2011 Wisconsin Milk Marketing Board, Inc.

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Economic Analysis Tools for Dairy Reproduction Programs

  • 1. Economic Analysis Tools for Dairy Reproduction Programs Victor E. Cabrera University of Wisconsin-Madison DAIReXNET Webinar Series, 8 April 2013
  • 2. Rationale • Herd profitability depends on reproductive efficiency, but relationship is highly complex • Reproductive performance can be measured (e.g., 21-d pregnancy rate) • Costs of reproductive programs can be calculated (e.g., cost per pregnancy) • But, it is difficult to measure its full economic impact (e.g., profitability)
  • 3. Profitability of reproduction • Simulate herd structure in response to a reproductive program • Calculate the expected net return under different reproductive performances (De Vries et al., 2010; Fricke et al., 2010; Cabrera, 2011)
  • 4. Evaluation of repro programs • Analyze specific reproductive programs • Impact of reproductive management strategies on ad farm-by-farm specific basis (Giordano et al., 2011; 2012; 2013; Kalantari and Cabrera, 2012)
  • 5. Individual cow management • Not all cows have same reproductive value within a herd • Opportunities for individual cow decision-making exist (Cabrera, 2012)
  • 7. Profit of improving pregnancy rate $20/cwt milk • Improving reproductive efficiency improves returns (Fricke et al., 2010) $15/cwt milk • Reproductive efficiency improves overall profit (De Vries, 2010; $10/cwt milk Giordano et al., 2012; Kalantari and Cabrera, 2012) • Law of diminishing DairyMGT.info/markov marginal net returns
  • 8. Profit of improving pregnancy rate Expected additional net return ($/cow per yr) response to increased 21-d pregnancy rate. • Higher gains are due 21-d Income over Repla- Repro- Calf Overall Net to improved milk Pregnancy Rate, % feed cost cement ductive cost cost return Return income over feed 10 to 11 11 to 12 19.42 18.28 1.14 1.28 6.10 5.60 5.25 4.84 32 30 cost 12 to 13 13 to 14 17.18 16.13 1.36 1.42 5.17 4.79 4.48 4.16 28 26 14 to 15 15.12 1.44 4.45 3.87 25 • Other important 15 to 16 16 to 17 14.17 13.26 1.45 1.43 4.15 3.88 3.60 3.36 23 22 factors: savings in 17 to 18 18 to 19 12.41 11.62 1.41 1.37 3.64 3.42 3.15 2.95 21 19 reproductive costs, 19 to 20 20 to 21 10.87 10.17 1.33 1.28 3.23 3.05 2.77 2.60 18 17 return for additional 21 to 22 22 to 23 9.52 8.91 1.23 1.17 2.88 2.73 2.44 2.30 16 15 calves, and savings in 23 to 24 24 to 25 8.34 7.82 1.12 1.06 2.59 2.46 2.17 2.05 14 13 replacement costs 25 to 26 26 to 27 7.33 6.87 1.01 0.96 2.34 2.23 1.94 1.84 12 12 (Cabrera, 2011) 27 to 28 6.45 0.90 2.13 1.74 11 28 to 29 6.06 0.85 2.03 1.65 11 29 to 30 5.70 0.80 1.94 1.57 10 DairyMGT.info/markov
  • 9. Make your own analyses “Dairy Reproductive Economic • Enter farm-specific Analysis” online tool information: – Milk production – Culling rates – Abortion rates – Prices and costs DairyMGT.info/markov • Run model • Compare scenarios
  • 10. Farm specific analyses • Value of a reproductive program assessed by : – Simulating reproductive performance along with – Estimating net returns (Giordano et al., 2011; 2012; 2013; Kalantari and Cabrera, 2012) DairyMGT.info: Tools: UW-DairyRepro$Plus
  • 11. Farm specific analyses • Different herds with different repro programs can have same performance • Same repro program in different herds can have different outcomes
  • 12. Farm specific decision-making • Include, exclude, or • Introduce the use of change level of TAI chemical pregnancy or HD (Giordano et al., 2011) test (Giordano et al., 2013) • Manipulate IBI for • Assessing the cost TAI programs (Giordano et al., benefit of 2012) introducing HD • Start re- devices synchronization before pregnancy diagnosis
  • 13. Introducing heat detection devices • Increasing the percentage of cows bred in estrus from 50 to 80% increased the 21-d PR by 2%, and • Would translate in $22,000/year of additional profit in a 1,000-cow herd DairyMGT.info: Tools: UW-DairyRepro$Plus
  • 14. Heat detection between syncs 42 d 30% • Adding 30% CR of 50% ED improves 45% profit? 82 d • No gain / No loss • Only before first TAI: Loss • Only after first TAI: Gain DairyMGT.info: Tools: UW-DairyRepro$Plus
  • 15. Earlier chemical pregnancy test • Between $40 and Effect of shorter interbreeding intervals (IBI) when conception rate was 35% $60 additional profit to 1-week shorter interbreeding interval (between 9 and 4 weeks) • However, earlier RP=rectal palpation pregnancy tests has TU=transrectal ultrasound CT=chemical test inaccuracies and is affected by early Giordano et al., 2013 pregnancy losses DairyMGT.info: Tools: UW-DairyRepro$Plus
  • 16. Earlier chemical pregnancy test Value of using chemical test (CT) for earlier pregnancy diagnosis Giordano et al., 2013 DairyMGT.info: Tools: UW-DairyRepro$Plus
  • 17. Make your own analyses DairyMGT.info: Tools: UW-DairyRepro$Plus
  • 18. Individual cow decision-making • Every cow has a • Critical concepts: different contribution – Economic value of a dairy cow (Eicker and Fetrow, 2003; Groenendaal et al., 2004) • After best repro – Retention payoff (De Vries, program: individual 2004; Kalantari et al., 2010) cow management – Value ranking of cows • Crucial reproductive • Fine-tune individual decisions: cow reproductive – Breeding, VWP, DNB, … management
  • 19. Determining the value of a cow $300 $250 $200 $/cow per mo Value of cow = $328 $150 $100 $50 Evaluated Cow Average 2nd lactation 10 mo after calving $0 4 mo pregnant -$50 Replacement -$100 1 6 11 16 21 26 31 36 41 46 51 56 61 66 71 76 Months in the future Cabrera, 2012. DairyMGT.info/tools/cow_replacement/
  • 20. Meaning of value of a cow • Positive: • Negative: – Cow provides more – Herd will have higher profit than potential profit with a replacement replacement – Relative cow value to be used for: • Ranking Vs. • Treating • Better reproductive management
  • 21. Value of a cow illustration • Open cow 2nd lactation average production cow – Decreases – Becomes negative • Pregnant cow – Higher than open – U-shaped – Similar value at calving DairyMGT.info/tools/cow_replacement/ MIM = month in milk.
  • 22. The impact of milk productivity 2nd lactation open 2 mo pregnant, 10 mo lactating DairyMGT.info/tools/cow_replacement/
  • 23. Illustration of possible cow value repro management decisions Cow Value MIM MIP Manager Possible Reproductive Decision High 1 0 Consider enlarging voluntary waiting period Low 1 0 Consider shorten voluntary waiting period High 9 0 Keep breeding for at least 3 more services Low 9 0 Label do-not-breed and replace next month Very High 3 0 Use better quality semen or female sexed semen Very Low 3 0 Consider embryo transfer or using male sexed semen Very High 4 1 Consider sooner pregnancy diagnosis confirmation Very Low 4 1 Consider replacement if negative cow value Very High 10 5 Consider sooner pregnancy diagnosis re-confirmation Very Low 10 5 Consider replacement after calving MIM = month in milk. MIP = month in pregnancy.
  • 24. Make your own analyses • Critical variables: – Evaluated cow – Replacement • Important variables – Herd production – Herd reproduction – Prices and costs DairyMGT.info/tools/cow_replacement/
  • 25. Acknowledgement Project supported by the Agriculture and Food Research Initiative Competitive Grant No. 2010-85122-20612 from the USDA National Institute of Food and Agriculture Project also supported by Hatch project to V.E.C. WIS01577
  • 26. Thanks © 2011 Wisconsin Milk Marketing Board, Inc.