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Supporting farmers with mastitis decisions


Henk Hogeveen
Who am I
 Farm boy (dairy farm, 45 cows)
 Animal science at Wageningen Univesity
     ● Epidemiology (simulation model of management around
       cystic ovaries)
     ● Economics (long term effect of herd health management
       programs)
 PhD at Vet Medicine (AI programs to diagnose mastitis)
 Working in field of animal health management
 In between Wageningen University and Faculty of Vet. Med.


     ● @henkhogeveen

     ● animal-health-management.blogspot.com
Mastitis is …….



 A welfare problem
 A production problem
 A nuisance to the farmers
 An economic problem

 Decision making is weighting these aspects and choose
 that option that gives the highest fulfillment of goals
What to expect?



 Mastitis from an economic perspective
 Costs of mastitis
    ● Farmers own estimation
 Benefits of improved management
 Economics as motivator
 Conclusions
Economics of mastitis




            Dairy farm

 Input                   Output
 Capital                 Main product
  Buildings                Milk
  Equipment
                         Side products
  Feedstuffs
  Health care             Calves
  …..                     Meat
                          …..
 Labour
                                         After: McInerney, 1996
 Land
Economics of mastitis


                         Other input
                         Capital
                         Labour
                         Land
            Dairy farm                   Dairy processor         Consumption

 Input                   Output                     Output                 Satis-
 Capital                 Main product               Fresh milk             faction
  Buildings                Milk
  Equipment
                                                    Cheese
                         Side products              Deserts
  Feedstuffs
  Health care             Calves                    ……
  …..                     Meat
                          …..
 Labour
 Land
Economics of mastitis


                         Other input
                         Capital
                         Labour
                         Land
            Dairy farm                   Dairy processor         Consumption

 Input                   Output                     Output                 Satis-
 Capital                 Main product               Fresh milk             faction
  Buildings                Milk
  Equipment
                                                    Cheese
                         Side products              Deserts
  Feedstuffs
  Health care             Calves                    ……
  …..                     Meat
                          …..
 Labour
 Land




                                   Mastitis
Economics of mastitis


                               Other input
                               Capital
                               Labour
                               Land
                  Dairy farm                   Dairy processor         Consumption

      Input                    Output                     Output                 Satis-
      Capital                  Main product               Fresh milk             faction
        Buildings                Milk
        Equipment
                                                          Cheese
                               Side products              Deserts
        Feedstuffs
        Health care             Calves                    ……
        …..                     Meat
                                …..
      Labour
      Land


1. Lower efficiency



                                         Mastitis
Economics of mastitis


                                Other input
                                Capital
                                Labour
                                Land
                   Dairy farm                   Dairy processor         Consumption

       Input                    Output                     Output                 Satis-
       Capital                  Main product               Fresh milk             faction
         Buildings                Milk
         Equipment
                                                           Cheese
                                Side products              Deserts
         Feedstuffs
         Health care             Calves                    ……
         …..                     Meat
                                 …..
       Labour
       Land


1. Lower efficiency
2. Lower suitability for
processing

                                          Mastitis
Economics of mastitis


                                Other input
                                Capital
                                Labour
                                Land
                   Dairy farm                   Dairy processor         Consumption

       Input                    Output                     Output                 Satis-
       Capital                  Main product               Fresh milk             faction
         Buildings                Milk
         Equipment
                                                           Cheese
                                Side products              Deserts
         Feedstuffs
         Health care             Calves                    ……
         …..                     Meat
                                 …..
       Labour
       Land


1. Lower efficiency
2. Lower suitability for
processing
3. Less satisfaction
                                          Mastitis
Economics of mastitis


                               Other input
                               Capital
                               Labour
                               Land
                  Dairy farm                   Dairy processor         Consumption

       Input                   Output                     Output                 Satis-
       Capital                 Main product               Fresh milk             faction
        Buildings                Milk
        Equipment
                                                          Cheese
                               Side products              Deserts
        Feedstuffs
        Health care             Calves                    ……
        …..                     Meat
                                …..
       Labour
       Land


1. Lower efficiency
2. Lower suitability for
processing
3. Less satisfaction
4. Lower societal value                  Mastitis
Effects



 Lower efficiency
 Lower suitability for processing
 Less satisfaction
 Lower societal value
What to expect?



 Mastitis from an economic perspective
 Costs of mastitis
    ● Farmers own estimation
 Benefits of improved management
 Economics as motivator
 Conclusions
Recent literature (€)
                         Bar    Halasa   Hagnestam-Nielsen   Huijps
                         2012   2009           2009          2008


Level                    Cow     Cow         Cow-year        Cow

Milk production losses    -      11             78            36

Labour                    -      11              -             4

Treatment                 -      14              -            15

Culling                   -      46              -            22

Death                     -       0              -             0

Veterinarian              -       2              -             1

Milk quality              -       0              -             0

Materials                 -       0              -             0

Diagnostics               -       0              -             0

Total                    61      84             97            78
Spain (€)           Using tool: www.bec.wur.nl -> research -> decision support tools

                               Spain               Spain 2012            Huijps
                               2012                                       2008


Level                       Herd (150)                 Cow                Cow

Milk production losses        21,344                    143                36

Labour                          878                      6                  4

Treatment                     13,280                    89                 15

Culling                        3,040                    20                 22

Death                             -                      -                  0

Veterinarian                    120                      1                  1

Milk quality                      0                      -                  0

Materials                         0                      -                  0

Diagnostics                       0                      -                  0

Total                         38,661                   258                 78
Differences

                                                Netherlands   Spain

 Incidence clin mastitis (cases/100 cows/year       30         78

 Costs milk prod. losses (€/kg)                    0.12       0.27

 BMSCC (*1,000 cells/ml)                           220        230

 Visit costs (€/visit)                              20         20

 Drug costs (€/treatment)                           20         60

 Value labour (€/hour)                              18         10

 Culling costs (€/culled case)                     480        380
Research


 Default cost calculations
     ● Based on literature and expertise
     ● Clinical mastitis: Yearly incidence
     ● Subclinical mastitis: Bulk milk somatic cell count
     ● Conservative estimations
 Data collection
     ● 64 dairy farms
     ● Data entry at “open farm days”
     ● Assistance from researcher
Theory vs practise (€/cow/year)

                                                     Farm specific
                                    Default
                                              Mean       Low         High

    Production losses subclinical     16       36        6.8         72.4


    Production losses clinical        23       10        2.5          22


    Veterinarian (€/cow/year)        0.3      0.6         0           2.5

    Drugs                             6       10.6       3.5         26.7


    Discarded milk                    9       7.9        2.5         17.9


    Culling                           22      17.9        0           46

    Penalties                         0       0.30        0           2.4

    Labor                             4       3.8         0           15

    Total economic losses             81       78        31.4        153.8
What’s behind this


                                             Farm specific


                                 Default   Mean    Low       High

Costs milk prod. losses (€/kg)    0.12     0.07    0.03      0.10

Visit costs (€/visit)              20       24      0        67.8

Drug costs (€/treatment)           20       33     17.5      73.5

Value labour (€/hour)              18       19      0        30

Culling costs (€/culled case)     480      383      0        750
Real vs expected costs (n=64)

                        200

                        180

                        160
                                                     5 good estimators
                        140
   Real costs (€/cow)




                        120

                        100

                        80

                        60

                        40

                        20

                         0
                              0   20   40   60      80      100      120      140   160   180   200
                                                 Expected costs (€ per cow)
Too high estimation

                       200

                       180

                       160
                                                                  13 over
                       140
                                                                 estimators
  Real costs (€/cow)




                       120

                       100

                       80

                       60

                       40

                       20

                        0
                             0   20   40   60     80       100      120      140   160   180   200
                                                Expected costs (€ per cow)
Too low estimation

                       200

                       180

                       160

                       140
  Real costs (€/cow)




                       120

                       100

                       80

                       60
                                                                   46 under
                       40
                                                                 estimators!!!!!
                       20

                        0
                             0   20   40   60     80       100      120      140   160   180   200
                                                Expected costs (€ per cow)
What to expect?



 Mastitis from an economic perspective
 Costs of mastitis
    ● Farmers own estimation
 Benefits of improved management
 Economics as motivator
 Conclusions
Prevention


 Effectiveness of management is important to know
     ● Lack of clinical trials
     ● Only on treatments (AB, dipping, etc.)
     ● Based on expertise estimates have been made (Huijps et
       al., 2010).
     ● Underestimation of effectiveness by veterinarians?
     ● Preventive programs do work (Green et al., 2009)
Costs of mastitis, prevention

   Half definition until now
   Definition of costs of an animal disease   (McInerny et al., 1992):


               Costs = Losses + Expenditures

    ●Loss : Benefit taken away (milk production, culling)
    ●Expenditures : Extra input into livestock production
    (treatment and preventive measures)
   My definition
    ●Failure costs: Costs associated with occurrence of
    mastitis
    ●Preventive costs: Costs associated with prevention
Introduction   Optimal prevention
Failure
Costs




                               Preventive costs
Study into total costs of mastitis on Dutch
 dairy farms

 Questionaire dataset of 189 farms     (Santman-Berends et al., 2011)


     ● General questions
     ● Livestock management
     ● Lactating cows
     ● Milking process
     ● Feed
 Pathogens and clinical mastitis on 120 farms
 MPR data
 Calculations of failure costs clinical mastitis, subclinical
 mastitis
Preventive measures

 Cleaning cubicles
 Cleaning lanes
 Drying off
 Pre-stripping
 Clean dirty udders
 Milker gloves
 Clean cluster after clinical case
 Milk high SCC cow last
 Post milking teat disinfection
 Fixing cows after milking
Total costs mastitis (€/cow)


                            Average      5%          95%
                                      percentile   percentile




   Clinical mastitis          62         16           151

   Subclinical mastitis       14          9           21

   Failure costs mastitis     76         26           164

   Prevention costs           88         43           131

   Costs of masitits         164         99           281
Failure costs vs preventive costs
What to expect?



 Mastitis from an economic perspective
 Costs of mastitis
    ● Farmers own estimation
 Benefits of improved management
 Economics as motivator
 Conclusions
Economics as motivator


 Study to investigate (quantify) farmers motivative factors for a
  change in mastitis management
 With special attention to bonus vs penalty system
 Conjoint analysis, 100 farmers
     ● Systematically varying the motivation features in a
       questionnaire
     ● Measuring the preferences of the farmer
     ● Calculate preferences for individual features



                        Source: Valeeva et al., 2007
Features of motivation


 Are you motivated to change your mastitis management to
   decrease the BMSCC if:
      ● It leads to better cow health/welfare
      ● You will get a financial reward (bonus/penalty)
              ● 50 farmers question as bonus
              ● 50 farmers question as penalty
      ● It is easier to fulfill legal requirements
      ● Your pleasure in work increases
      ● It leads to lower economic losses
      ● You get recognition
      ● The quality of the dairy products are better
Motivative factors


                                               Premium (n = 40)   Penalty (n = 43)


Job satisfaction                               17.41a      (1)    14.90agij   (2)

Overall situation on the farm                  15.81abc    (2)    14.89bfhj (3)

Economic losses                                14.23bdgj (3)      14.39abcehi(4)


Animal health and welfare consciousness        13.95cfgh (4)      14.51ck     (5)


Ease in meeting regulatory requirements        12.45def    (5)    9.59d       (6)

Extra financial incentive based on bulk milk
SCC                                            11.35ehij   (6)    16.43efgk (1)


Dairy product quality and image                8.63i       (7)    8.66d       (7)


Recognition for a job well done                6.13        (8)    6.63        (8)

Total                                          100.00             100.00
Clusters


 3 clusters could be distinguished
     ● Farmers motivated by Premium/penalties
     ● Farmers motivated by an Efficient (well-organized
       farm) that easily complies with regulations
     ● Farmers motivated by basic economics
 No relation between cluster and other variables
There is more than economics



 Attitude explains mastitis situation (Jansen et al., 2009)
 Campaigns do have an influence (Jansen et al., 2010)
 Cost factors are not regarded as being equal (Huijps et al, 2009)
 Sometimes farmers behave irrational (Huijps et al., 2010)
What to expect?



 Mastitis from an economic perspective
 Costs of mastitis
    ● Farmers own estimation
 Benefits of improved management
 Economics as motivator
 Conclusions
Economics to support decisions

 Mastitis costs money
       ● Most expensive cattle disease present
       ● Many new studies; failure costs:€ 80-100/cow/year)
         ● Spain € 258/cow/year ??
       ● Total costs (including prevention) is much higher
       ● Differences and underestimation between farmers -> farm
          specific calculations
 Decision support is weighing costs of prevention vs reduction of
    failure costs
       ● That is up to you, veterinarians!!!
       ● Tool on www.bec.wur.nl -> research -> decision support tools
   More than only money to motivate farmers
Thank you for your attention

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Economics to support mastitis decisions

  • 1. Supporting farmers with mastitis decisions Henk Hogeveen
  • 2. Who am I  Farm boy (dairy farm, 45 cows)  Animal science at Wageningen Univesity ● Epidemiology (simulation model of management around cystic ovaries) ● Economics (long term effect of herd health management programs)  PhD at Vet Medicine (AI programs to diagnose mastitis)  Working in field of animal health management In between Wageningen University and Faculty of Vet. Med. ● @henkhogeveen ● animal-health-management.blogspot.com
  • 3. Mastitis is …….  A welfare problem  A production problem  A nuisance to the farmers  An economic problem  Decision making is weighting these aspects and choose that option that gives the highest fulfillment of goals
  • 4. What to expect?  Mastitis from an economic perspective  Costs of mastitis ● Farmers own estimation  Benefits of improved management  Economics as motivator  Conclusions
  • 5. Economics of mastitis Dairy farm Input Output Capital Main product Buildings Milk Equipment Side products Feedstuffs Health care Calves ….. Meat ….. Labour After: McInerney, 1996 Land
  • 6. Economics of mastitis Other input Capital Labour Land Dairy farm Dairy processor Consumption Input Output Output Satis- Capital Main product Fresh milk faction Buildings Milk Equipment Cheese Side products Deserts Feedstuffs Health care Calves …… ….. Meat ….. Labour Land
  • 7. Economics of mastitis Other input Capital Labour Land Dairy farm Dairy processor Consumption Input Output Output Satis- Capital Main product Fresh milk faction Buildings Milk Equipment Cheese Side products Deserts Feedstuffs Health care Calves …… ….. Meat ….. Labour Land Mastitis
  • 8. Economics of mastitis Other input Capital Labour Land Dairy farm Dairy processor Consumption Input Output Output Satis- Capital Main product Fresh milk faction Buildings Milk Equipment Cheese Side products Deserts Feedstuffs Health care Calves …… ….. Meat ….. Labour Land 1. Lower efficiency Mastitis
  • 9. Economics of mastitis Other input Capital Labour Land Dairy farm Dairy processor Consumption Input Output Output Satis- Capital Main product Fresh milk faction Buildings Milk Equipment Cheese Side products Deserts Feedstuffs Health care Calves …… ….. Meat ….. Labour Land 1. Lower efficiency 2. Lower suitability for processing Mastitis
  • 10. Economics of mastitis Other input Capital Labour Land Dairy farm Dairy processor Consumption Input Output Output Satis- Capital Main product Fresh milk faction Buildings Milk Equipment Cheese Side products Deserts Feedstuffs Health care Calves …… ….. Meat ….. Labour Land 1. Lower efficiency 2. Lower suitability for processing 3. Less satisfaction Mastitis
  • 11. Economics of mastitis Other input Capital Labour Land Dairy farm Dairy processor Consumption Input Output Output Satis- Capital Main product Fresh milk faction Buildings Milk Equipment Cheese Side products Deserts Feedstuffs Health care Calves …… ….. Meat ….. Labour Land 1. Lower efficiency 2. Lower suitability for processing 3. Less satisfaction 4. Lower societal value Mastitis
  • 12. Effects  Lower efficiency  Lower suitability for processing  Less satisfaction  Lower societal value
  • 13. What to expect?  Mastitis from an economic perspective  Costs of mastitis ● Farmers own estimation  Benefits of improved management  Economics as motivator  Conclusions
  • 14. Recent literature (€) Bar Halasa Hagnestam-Nielsen Huijps 2012 2009 2009 2008 Level Cow Cow Cow-year Cow Milk production losses - 11 78 36 Labour - 11 - 4 Treatment - 14 - 15 Culling - 46 - 22 Death - 0 - 0 Veterinarian - 2 - 1 Milk quality - 0 - 0 Materials - 0 - 0 Diagnostics - 0 - 0 Total 61 84 97 78
  • 15. Spain (€) Using tool: www.bec.wur.nl -> research -> decision support tools Spain Spain 2012 Huijps 2012 2008 Level Herd (150) Cow Cow Milk production losses 21,344 143 36 Labour 878 6 4 Treatment 13,280 89 15 Culling 3,040 20 22 Death - - 0 Veterinarian 120 1 1 Milk quality 0 - 0 Materials 0 - 0 Diagnostics 0 - 0 Total 38,661 258 78
  • 16. Differences Netherlands Spain Incidence clin mastitis (cases/100 cows/year 30 78 Costs milk prod. losses (€/kg) 0.12 0.27 BMSCC (*1,000 cells/ml) 220 230 Visit costs (€/visit) 20 20 Drug costs (€/treatment) 20 60 Value labour (€/hour) 18 10 Culling costs (€/culled case) 480 380
  • 17. Research  Default cost calculations ● Based on literature and expertise ● Clinical mastitis: Yearly incidence ● Subclinical mastitis: Bulk milk somatic cell count ● Conservative estimations  Data collection ● 64 dairy farms ● Data entry at “open farm days” ● Assistance from researcher
  • 18. Theory vs practise (€/cow/year) Farm specific Default Mean Low High Production losses subclinical 16 36 6.8 72.4 Production losses clinical 23 10 2.5 22 Veterinarian (€/cow/year) 0.3 0.6 0 2.5 Drugs 6 10.6 3.5 26.7 Discarded milk 9 7.9 2.5 17.9 Culling 22 17.9 0 46 Penalties 0 0.30 0 2.4 Labor 4 3.8 0 15 Total economic losses 81 78 31.4 153.8
  • 19. What’s behind this Farm specific Default Mean Low High Costs milk prod. losses (€/kg) 0.12 0.07 0.03 0.10 Visit costs (€/visit) 20 24 0 67.8 Drug costs (€/treatment) 20 33 17.5 73.5 Value labour (€/hour) 18 19 0 30 Culling costs (€/culled case) 480 383 0 750
  • 20. Real vs expected costs (n=64) 200 180 160 5 good estimators 140 Real costs (€/cow) 120 100 80 60 40 20 0 0 20 40 60 80 100 120 140 160 180 200 Expected costs (€ per cow)
  • 21. Too high estimation 200 180 160 13 over 140 estimators Real costs (€/cow) 120 100 80 60 40 20 0 0 20 40 60 80 100 120 140 160 180 200 Expected costs (€ per cow)
  • 22. Too low estimation 200 180 160 140 Real costs (€/cow) 120 100 80 60 46 under 40 estimators!!!!! 20 0 0 20 40 60 80 100 120 140 160 180 200 Expected costs (€ per cow)
  • 23. What to expect?  Mastitis from an economic perspective  Costs of mastitis ● Farmers own estimation  Benefits of improved management  Economics as motivator  Conclusions
  • 24. Prevention  Effectiveness of management is important to know ● Lack of clinical trials ● Only on treatments (AB, dipping, etc.) ● Based on expertise estimates have been made (Huijps et al., 2010). ● Underestimation of effectiveness by veterinarians? ● Preventive programs do work (Green et al., 2009)
  • 25. Costs of mastitis, prevention  Half definition until now  Definition of costs of an animal disease (McInerny et al., 1992): Costs = Losses + Expenditures ●Loss : Benefit taken away (milk production, culling) ●Expenditures : Extra input into livestock production (treatment and preventive measures)  My definition ●Failure costs: Costs associated with occurrence of mastitis ●Preventive costs: Costs associated with prevention
  • 26. Introduction Optimal prevention Failure Costs Preventive costs
  • 27. Study into total costs of mastitis on Dutch dairy farms  Questionaire dataset of 189 farms (Santman-Berends et al., 2011) ● General questions ● Livestock management ● Lactating cows ● Milking process ● Feed  Pathogens and clinical mastitis on 120 farms  MPR data  Calculations of failure costs clinical mastitis, subclinical mastitis
  • 28. Preventive measures  Cleaning cubicles  Cleaning lanes  Drying off  Pre-stripping  Clean dirty udders  Milker gloves  Clean cluster after clinical case  Milk high SCC cow last  Post milking teat disinfection  Fixing cows after milking
  • 29. Total costs mastitis (€/cow) Average 5% 95% percentile percentile Clinical mastitis 62 16 151 Subclinical mastitis 14 9 21 Failure costs mastitis 76 26 164 Prevention costs 88 43 131 Costs of masitits 164 99 281
  • 30. Failure costs vs preventive costs
  • 31. What to expect?  Mastitis from an economic perspective  Costs of mastitis ● Farmers own estimation  Benefits of improved management  Economics as motivator  Conclusions
  • 32. Economics as motivator  Study to investigate (quantify) farmers motivative factors for a change in mastitis management  With special attention to bonus vs penalty system  Conjoint analysis, 100 farmers ● Systematically varying the motivation features in a questionnaire ● Measuring the preferences of the farmer ● Calculate preferences for individual features Source: Valeeva et al., 2007
  • 33. Features of motivation Are you motivated to change your mastitis management to decrease the BMSCC if: ● It leads to better cow health/welfare ● You will get a financial reward (bonus/penalty) ● 50 farmers question as bonus ● 50 farmers question as penalty ● It is easier to fulfill legal requirements ● Your pleasure in work increases ● It leads to lower economic losses ● You get recognition ● The quality of the dairy products are better
  • 34. Motivative factors Premium (n = 40) Penalty (n = 43) Job satisfaction 17.41a (1) 14.90agij (2) Overall situation on the farm 15.81abc (2) 14.89bfhj (3) Economic losses 14.23bdgj (3) 14.39abcehi(4) Animal health and welfare consciousness 13.95cfgh (4) 14.51ck (5) Ease in meeting regulatory requirements 12.45def (5) 9.59d (6) Extra financial incentive based on bulk milk SCC 11.35ehij (6) 16.43efgk (1) Dairy product quality and image 8.63i (7) 8.66d (7) Recognition for a job well done 6.13 (8) 6.63 (8) Total 100.00 100.00
  • 35. Clusters  3 clusters could be distinguished ● Farmers motivated by Premium/penalties ● Farmers motivated by an Efficient (well-organized farm) that easily complies with regulations ● Farmers motivated by basic economics  No relation between cluster and other variables
  • 36. There is more than economics  Attitude explains mastitis situation (Jansen et al., 2009)  Campaigns do have an influence (Jansen et al., 2010)  Cost factors are not regarded as being equal (Huijps et al, 2009)  Sometimes farmers behave irrational (Huijps et al., 2010)
  • 37. What to expect?  Mastitis from an economic perspective  Costs of mastitis ● Farmers own estimation  Benefits of improved management  Economics as motivator  Conclusions
  • 38. Economics to support decisions  Mastitis costs money ● Most expensive cattle disease present ● Many new studies; failure costs:€ 80-100/cow/year) ● Spain € 258/cow/year ?? ● Total costs (including prevention) is much higher ● Differences and underestimation between farmers -> farm specific calculations  Decision support is weighing costs of prevention vs reduction of failure costs ● That is up to you, veterinarians!!! ● Tool on www.bec.wur.nl -> research -> decision support tools  More than only money to motivate farmers
  • 39. Thank you for your attention