SlideShare a Scribd company logo
1 of 21
WHAT DO WE DO WITH THE
NUMBERS?
KATIE HOPE, DVM
FDA COOPERATIVE AGREEMENTS
Michael Apley
DVM, PhD, DACVCP
Sandra Godden
DVM, DVSc
Peter Davies
BVSc, PhD
Randall Singer
DVM, PhD, MPVM
PROJECT OVERVIEW
 No requirements on size (number of cattle fed out/year)
 No requirements on record system types
 Types of Systems
 Sales data
 On farm management software
 Data from an intermediary management group
Capturing Use Data
Granular
Coupled to cause
Accurate
Current Historical
Not coupled to cause
Approximate
Aggregate
What we would like… We would really rather not…
Easy Resource intensive
Enables benchmarking Unable to benchmark
Capturing Use Data
Granular
Coupled to cause
Accurate
Current Historical
Not coupled to cause
Approximate
Aggregate
Reality…
Easy Resource intensive
Enables benchmarking Unable to benchmark
Individual
Animal or
Herd/Flock
Records
Individual
Animal or
Herd/Flock
Records
What would you like to know?
Amount used….
Duration used….
Number of animals
exposed….
Sales Data
Individual
Animal or
Herd/Flock
Records
Regimen Estimates
and sales data
Regimen Estimates
and sales data
OPTIMIZATION OF DISEASE PREVENTION
 Best way to optimize disease treatment….
 Not having to use the antimicrobial in the first place
2. Non –
Antibiotic
Alternative?
4. How can we
prevent this
disease?
1. Disease Diagnosis
5. Do we still
need this drug?
While asking . . .
Enter
…
Thenask..
.
Yes . . .
3. Choose
appropriate drug
STOP
STOP
YES?
DDDvet
DAPD
DOT
DCDvet
DCD
ACD UDDvet
PCU
DADD
Live Weight
Number
Treated
Number
At Risk
Meat or Milk
(kg)
Calendar Day/Year
Production Cycles
DRUG MEASUREMENT OPTIONS
Animals Treated
(# Regimens or #CD)
Days Therapy
(# daily doses)
Drug
Cost
Drug
(mg or mol)
Live Weight
Number
Treated
Number
At Risk
DESCRIBE REGIMENS
 Drug Product
 Amount
 Administrations
 Interval
 Route
Drug
Product
Amount per
Administrations
Number of
Administrations
Interval of
Administrations
Route
Tulathromyci
n
800 mg One 0 hours SQ
Ceftiofur 700 mg Three 24 hours SQ
Ceftiofur 700 mg Two 72 hours SQ
Total: 800 Mg
Drug
Product
Amount per
Administrations
Number of
Administrations
Interval of
Administrations
Route
Tulathromyci
n
800 mg One 0 hours SQ
Ceftiofur 700 mg Three 24 hours SQ
Ceftiofur 700 mg Two 72 hours SQ
Total: 2100
Mg
Drug
Product
Amount per
Administrations
Number of
Administrations
Interval of
Administrations
Route
Tulathromyci
n
800 mg One 0 hours SQ
Ceftiofur 700 mg Three 24 hours SQ
Ceftiofur 700 mg Two 72 hours SQ
Total: 1400
Mg
fruit
What does “Total mg” mean?
SELECTION PRESSURE
 Drug
 Substance, class, number of molecules
 Amount
 Dose (high vs low)
 Total dose given (multiple low doses, a few high doses)
 Interval
 Total time
 Number of exposures
 Route
 Oral, injectable, dermal
 “If you think you understand antimicrobial
resistance, it has not been adequately explained to
you.”
Individual
Animal or
Herd/Flock
Records
Individual
Animal or
Herd/Flock
Records
What would you like to know?
Amount used….
Duration used….
Number of animals
exposed….
Sales Data
Individual
Animal or
Herd/Flock
Records
Regimen Estimates
and sales data
Regimen Estimates
and sales data
OTHER CONCERNS
 What question is being asked?
 Resistance development
 Animals and humans
 Improving management, nutrition, genetics, education, etc
 Decrease need for antimicrobial use
 Antimicrobial use monitoring without
considering animal health is
nonsensical
 If truly concerned about animal
health, these are tied together
Dr. Katie Hope - What Do We Do With The Numbers?

More Related Content

Similar to Dr. Katie Hope - What Do We Do With The Numbers?

Draft Dissertation final feedback
Draft Dissertation final feedbackDraft Dissertation final feedback
Draft Dissertation final feedbackClare Shave
 
Precision Dairy Monitoring of Fresh Cows
Precision Dairy Monitoring of Fresh CowsPrecision Dairy Monitoring of Fresh Cows
Precision Dairy Monitoring of Fresh CowsJeffrey Bewley
 
Mr. Tom Breunig - Intelligent Animal ID
Mr. Tom Breunig - Intelligent Animal IDMr. Tom Breunig - Intelligent Animal ID
Mr. Tom Breunig - Intelligent Animal IDJohn Blue
 
CRRTCounts_Metrics_121112
CRRTCounts_Metrics_121112CRRTCounts_Metrics_121112
CRRTCounts_Metrics_121112Anne Bonelli
 
SciBite overview July 2013
SciBite overview July 2013SciBite overview July 2013
SciBite overview July 2013SciBite Limited
 
MongoDB World 2016: Building the internet of Living Things with MongoDB
MongoDB World 2016: Building the internet of Living Things with MongoDBMongoDB World 2016: Building the internet of Living Things with MongoDB
MongoDB World 2016: Building the internet of Living Things with MongoDBMongoDB
 
Descriptive Essay For 7Th Grade
Descriptive Essay For 7Th GradeDescriptive Essay For 7Th Grade
Descriptive Essay For 7Th GradeKaty Langley
 
May 3, 2017 OARO (On another format to see across the wall)
May 3, 2017 OARO (On another format to see across the wall)May 3, 2017 OARO (On another format to see across the wall)
May 3, 2017 OARO (On another format to see across the wall)Obaid Ali / Roohi B. Obaid
 
Dr. David Dargatz - USDA Initiatives: Antimicrobial Drug Use/Resistance on Li...
Dr. David Dargatz - USDA Initiatives: Antimicrobial Drug Use/Resistance on Li...Dr. David Dargatz - USDA Initiatives: Antimicrobial Drug Use/Resistance on Li...
Dr. David Dargatz - USDA Initiatives: Antimicrobial Drug Use/Resistance on Li...John Blue
 
TREAT-NMD Conference, Washington D.C. 12/8/15
TREAT-NMD Conference, Washington D.C. 12/8/15TREAT-NMD Conference, Washington D.C. 12/8/15
TREAT-NMD Conference, Washington D.C. 12/8/15epidemico
 
Careers in Animal Advocacy: Veterinary Medicine
Careers in Animal Advocacy: Veterinary MedicineCareers in Animal Advocacy: Veterinary Medicine
Careers in Animal Advocacy: Veterinary MedicineAndrew Knight
 
Suspended Reality: Immersion Simulation in Healthcare Preparedness
Suspended Reality: Immersion Simulation in Healthcare PreparednessSuspended Reality: Immersion Simulation in Healthcare Preparedness
Suspended Reality: Immersion Simulation in Healthcare PreparednessDisabled/Retired
 
Wolfe product comparison
Wolfe product comparisonWolfe product comparison
Wolfe product comparisonwolfeinc1
 
Best-Practices to Achieve Quality PV Loop Data
Best-Practices to Achieve Quality PV Loop DataBest-Practices to Achieve Quality PV Loop Data
Best-Practices to Achieve Quality PV Loop DataInsideScientific
 
Getting started at the national level from demonstration to spread
Getting started at the national level from demonstration to spreadGetting started at the national level from demonstration to spread
Getting started at the national level from demonstration to spreadProqualis
 
Accuscript Pharmacovigilance Service - Literature Monitoring & Social Media D...
Accuscript Pharmacovigilance Service - Literature Monitoring & Social Media D...Accuscript Pharmacovigilance Service - Literature Monitoring & Social Media D...
Accuscript Pharmacovigilance Service - Literature Monitoring & Social Media D...Ajay Francis Christopher
 
Sam Howard - Uncovering the ’why’ in a data-driven world of ‘what’ - Nottingh...
Sam Howard - Uncovering the ’why’ in a data-driven world of ‘what’ - Nottingh...Sam Howard - Uncovering the ’why’ in a data-driven world of ‘what’ - Nottingh...
Sam Howard - Uncovering the ’why’ in a data-driven world of ‘what’ - Nottingh...Hallam
 
Applications of Whole Genome Sequencing (WGS) technology on food safety manag...
Applications of Whole Genome Sequencing (WGS) technology on food safety manag...Applications of Whole Genome Sequencing (WGS) technology on food safety manag...
Applications of Whole Genome Sequencing (WGS) technology on food safety manag...ExternalEvents
 
mySugr: A digital solution to optimize integrated diabetes management
mySugr: A digital solution to optimize integrated diabetes managementmySugr: A digital solution to optimize integrated diabetes management
mySugr: A digital solution to optimize integrated diabetes managementJohannaKober
 

Similar to Dr. Katie Hope - What Do We Do With The Numbers? (20)

Draft Dissertation final feedback
Draft Dissertation final feedbackDraft Dissertation final feedback
Draft Dissertation final feedback
 
Precision Dairy Monitoring of Fresh Cows
Precision Dairy Monitoring of Fresh CowsPrecision Dairy Monitoring of Fresh Cows
Precision Dairy Monitoring of Fresh Cows
 
Mr. Tom Breunig - Intelligent Animal ID
Mr. Tom Breunig - Intelligent Animal IDMr. Tom Breunig - Intelligent Animal ID
Mr. Tom Breunig - Intelligent Animal ID
 
CRRTCounts_Metrics_121112
CRRTCounts_Metrics_121112CRRTCounts_Metrics_121112
CRRTCounts_Metrics_121112
 
SciBite overview July 2013
SciBite overview July 2013SciBite overview July 2013
SciBite overview July 2013
 
MongoDB World 2016: Building the internet of Living Things with MongoDB
MongoDB World 2016: Building the internet of Living Things with MongoDBMongoDB World 2016: Building the internet of Living Things with MongoDB
MongoDB World 2016: Building the internet of Living Things with MongoDB
 
Descriptive Essay For 7Th Grade
Descriptive Essay For 7Th GradeDescriptive Essay For 7Th Grade
Descriptive Essay For 7Th Grade
 
May 3, 2017 OARO (On another format to see across the wall)
May 3, 2017 OARO (On another format to see across the wall)May 3, 2017 OARO (On another format to see across the wall)
May 3, 2017 OARO (On another format to see across the wall)
 
Dr. David Dargatz - USDA Initiatives: Antimicrobial Drug Use/Resistance on Li...
Dr. David Dargatz - USDA Initiatives: Antimicrobial Drug Use/Resistance on Li...Dr. David Dargatz - USDA Initiatives: Antimicrobial Drug Use/Resistance on Li...
Dr. David Dargatz - USDA Initiatives: Antimicrobial Drug Use/Resistance on Li...
 
TREAT-NMD Conference, Washington D.C. 12/8/15
TREAT-NMD Conference, Washington D.C. 12/8/15TREAT-NMD Conference, Washington D.C. 12/8/15
TREAT-NMD Conference, Washington D.C. 12/8/15
 
Careers in Animal Advocacy: Veterinary Medicine
Careers in Animal Advocacy: Veterinary MedicineCareers in Animal Advocacy: Veterinary Medicine
Careers in Animal Advocacy: Veterinary Medicine
 
Swa 2015 final
Swa 2015 finalSwa 2015 final
Swa 2015 final
 
Suspended Reality: Immersion Simulation in Healthcare Preparedness
Suspended Reality: Immersion Simulation in Healthcare PreparednessSuspended Reality: Immersion Simulation in Healthcare Preparedness
Suspended Reality: Immersion Simulation in Healthcare Preparedness
 
Wolfe product comparison
Wolfe product comparisonWolfe product comparison
Wolfe product comparison
 
Best-Practices to Achieve Quality PV Loop Data
Best-Practices to Achieve Quality PV Loop DataBest-Practices to Achieve Quality PV Loop Data
Best-Practices to Achieve Quality PV Loop Data
 
Getting started at the national level from demonstration to spread
Getting started at the national level from demonstration to spreadGetting started at the national level from demonstration to spread
Getting started at the national level from demonstration to spread
 
Accuscript Pharmacovigilance Service - Literature Monitoring & Social Media D...
Accuscript Pharmacovigilance Service - Literature Monitoring & Social Media D...Accuscript Pharmacovigilance Service - Literature Monitoring & Social Media D...
Accuscript Pharmacovigilance Service - Literature Monitoring & Social Media D...
 
Sam Howard - Uncovering the ’why’ in a data-driven world of ‘what’ - Nottingh...
Sam Howard - Uncovering the ’why’ in a data-driven world of ‘what’ - Nottingh...Sam Howard - Uncovering the ’why’ in a data-driven world of ‘what’ - Nottingh...
Sam Howard - Uncovering the ’why’ in a data-driven world of ‘what’ - Nottingh...
 
Applications of Whole Genome Sequencing (WGS) technology on food safety manag...
Applications of Whole Genome Sequencing (WGS) technology on food safety manag...Applications of Whole Genome Sequencing (WGS) technology on food safety manag...
Applications of Whole Genome Sequencing (WGS) technology on food safety manag...
 
mySugr: A digital solution to optimize integrated diabetes management
mySugr: A digital solution to optimize integrated diabetes managementmySugr: A digital solution to optimize integrated diabetes management
mySugr: A digital solution to optimize integrated diabetes management
 

More from John Blue

Jordan Hoewischer - OACI Farmer Certification Program
Jordan Hoewischer - OACI Farmer Certification ProgramJordan Hoewischer - OACI Farmer Certification Program
Jordan Hoewischer - OACI Farmer Certification ProgramJohn Blue
 
Fred Yoder - No-till and Climate Change: Fact, Fiction, and Ignorance
Fred Yoder - No-till and Climate Change: Fact, Fiction, and IgnoranceFred Yoder - No-till and Climate Change: Fact, Fiction, and Ignorance
Fred Yoder - No-till and Climate Change: Fact, Fiction, and IgnoranceJohn Blue
 
Dr. John Grove - Fifty Years Of No-till Research In Kentucky
Dr. John Grove - Fifty Years Of No-till Research In KentuckyDr. John Grove - Fifty Years Of No-till Research In Kentucky
Dr. John Grove - Fifty Years Of No-till Research In KentuckyJohn Blue
 
Dr. Warren Dick - Pioneering No-till Research Since 1962
Dr. Warren Dick - Pioneering No-till Research Since 1962Dr. Warren Dick - Pioneering No-till Research Since 1962
Dr. Warren Dick - Pioneering No-till Research Since 1962John Blue
 
Dr. Christine Sprunger - The role that roots play in building soil organic ma...
Dr. Christine Sprunger - The role that roots play in building soil organic ma...Dr. Christine Sprunger - The role that roots play in building soil organic ma...
Dr. Christine Sprunger - The role that roots play in building soil organic ma...John Blue
 
Dr. Leonardo Deiss - Stratification, the Role of Roots, and Yield Trends afte...
Dr. Leonardo Deiss - Stratification, the Role of Roots, and Yield Trends afte...Dr. Leonardo Deiss - Stratification, the Role of Roots, and Yield Trends afte...
Dr. Leonardo Deiss - Stratification, the Role of Roots, and Yield Trends afte...John Blue
 
Dr. Steve Culman - No-Till Yield Data Analysis
Dr. Steve Culman - No-Till Yield Data AnalysisDr. Steve Culman - No-Till Yield Data Analysis
Dr. Steve Culman - No-Till Yield Data AnalysisJohn Blue
 
Alan Sundermeier and Dr. Vinayak Shedekar - Soil biological Response to BMPs
Alan Sundermeier and Dr. Vinayak Shedekar - Soil biological Response to BMPs Alan Sundermeier and Dr. Vinayak Shedekar - Soil biological Response to BMPs
Alan Sundermeier and Dr. Vinayak Shedekar - Soil biological Response to BMPs John Blue
 
Dr. Curtis Young - Attracting And Protecting Pollinators
 Dr. Curtis Young - Attracting And Protecting Pollinators Dr. Curtis Young - Attracting And Protecting Pollinators
Dr. Curtis Young - Attracting And Protecting PollinatorsJohn Blue
 
Garth Ruff - Alternative Forages
Garth Ruff - Alternative Forages Garth Ruff - Alternative Forages
Garth Ruff - Alternative Forages John Blue
 
Sarah Noggle - Cover Crop Decision Tool Selector
 Sarah Noggle - Cover Crop Decision Tool Selector Sarah Noggle - Cover Crop Decision Tool Selector
Sarah Noggle - Cover Crop Decision Tool SelectorJohn Blue
 
Jim Belt - Hemp Regulations
Jim Belt - Hemp RegulationsJim Belt - Hemp Regulations
Jim Belt - Hemp RegulationsJohn Blue
 
John Barker - UAVs: Where Are We And What's Next
John Barker - UAVs: Where Are We And What's NextJohn Barker - UAVs: Where Are We And What's Next
John Barker - UAVs: Where Are We And What's NextJohn Blue
 
Dr. Rajbir Bajwa - Medical uses of Marijuana
 Dr. Rajbir Bajwa - Medical uses of Marijuana Dr. Rajbir Bajwa - Medical uses of Marijuana
Dr. Rajbir Bajwa - Medical uses of MarijuanaJohn Blue
 
Dr. Jeff Stachler - Setting up a Corn and Soybean Herbicide Program with Cove...
Dr. Jeff Stachler - Setting up a Corn and Soybean Herbicide Program with Cove...Dr. Jeff Stachler - Setting up a Corn and Soybean Herbicide Program with Cove...
Dr. Jeff Stachler - Setting up a Corn and Soybean Herbicide Program with Cove...John Blue
 
Dr. Chad Penn - Developing A New Approach To Soil Phosphorus Testing And Reco...
Dr. Chad Penn - Developing A New Approach To Soil Phosphorus Testing And Reco...Dr. Chad Penn - Developing A New Approach To Soil Phosphorus Testing And Reco...
Dr. Chad Penn - Developing A New Approach To Soil Phosphorus Testing And Reco...John Blue
 
Jim Hoorman - Dealing with Cover Crops after Preventative Planting
Jim Hoorman - Dealing with Cover Crops after Preventative PlantingJim Hoorman - Dealing with Cover Crops after Preventative Planting
Jim Hoorman - Dealing with Cover Crops after Preventative PlantingJohn Blue
 
Dr. Sjoerd Duiker - Dealing with Poor Soil Structure and Soil Compaction
Dr. Sjoerd Duiker - Dealing with Poor Soil Structure and Soil Compaction Dr. Sjoerd Duiker - Dealing with Poor Soil Structure and Soil Compaction
Dr. Sjoerd Duiker - Dealing with Poor Soil Structure and Soil Compaction John Blue
 
Christine Brown - Canadian Livestock Producers Efforts to Improve Water Quality
Christine Brown - Canadian Livestock Producers Efforts to Improve Water QualityChristine Brown - Canadian Livestock Producers Efforts to Improve Water Quality
Christine Brown - Canadian Livestock Producers Efforts to Improve Water QualityJohn Blue
 
Dr. Lee Briese - Details Matter (includes details about soil, equipment, cove...
Dr. Lee Briese - Details Matter (includes details about soil, equipment, cove...Dr. Lee Briese - Details Matter (includes details about soil, equipment, cove...
Dr. Lee Briese - Details Matter (includes details about soil, equipment, cove...John Blue
 

More from John Blue (20)

Jordan Hoewischer - OACI Farmer Certification Program
Jordan Hoewischer - OACI Farmer Certification ProgramJordan Hoewischer - OACI Farmer Certification Program
Jordan Hoewischer - OACI Farmer Certification Program
 
Fred Yoder - No-till and Climate Change: Fact, Fiction, and Ignorance
Fred Yoder - No-till and Climate Change: Fact, Fiction, and IgnoranceFred Yoder - No-till and Climate Change: Fact, Fiction, and Ignorance
Fred Yoder - No-till and Climate Change: Fact, Fiction, and Ignorance
 
Dr. John Grove - Fifty Years Of No-till Research In Kentucky
Dr. John Grove - Fifty Years Of No-till Research In KentuckyDr. John Grove - Fifty Years Of No-till Research In Kentucky
Dr. John Grove - Fifty Years Of No-till Research In Kentucky
 
Dr. Warren Dick - Pioneering No-till Research Since 1962
Dr. Warren Dick - Pioneering No-till Research Since 1962Dr. Warren Dick - Pioneering No-till Research Since 1962
Dr. Warren Dick - Pioneering No-till Research Since 1962
 
Dr. Christine Sprunger - The role that roots play in building soil organic ma...
Dr. Christine Sprunger - The role that roots play in building soil organic ma...Dr. Christine Sprunger - The role that roots play in building soil organic ma...
Dr. Christine Sprunger - The role that roots play in building soil organic ma...
 
Dr. Leonardo Deiss - Stratification, the Role of Roots, and Yield Trends afte...
Dr. Leonardo Deiss - Stratification, the Role of Roots, and Yield Trends afte...Dr. Leonardo Deiss - Stratification, the Role of Roots, and Yield Trends afte...
Dr. Leonardo Deiss - Stratification, the Role of Roots, and Yield Trends afte...
 
Dr. Steve Culman - No-Till Yield Data Analysis
Dr. Steve Culman - No-Till Yield Data AnalysisDr. Steve Culman - No-Till Yield Data Analysis
Dr. Steve Culman - No-Till Yield Data Analysis
 
Alan Sundermeier and Dr. Vinayak Shedekar - Soil biological Response to BMPs
Alan Sundermeier and Dr. Vinayak Shedekar - Soil biological Response to BMPs Alan Sundermeier and Dr. Vinayak Shedekar - Soil biological Response to BMPs
Alan Sundermeier and Dr. Vinayak Shedekar - Soil biological Response to BMPs
 
Dr. Curtis Young - Attracting And Protecting Pollinators
 Dr. Curtis Young - Attracting And Protecting Pollinators Dr. Curtis Young - Attracting And Protecting Pollinators
Dr. Curtis Young - Attracting And Protecting Pollinators
 
Garth Ruff - Alternative Forages
Garth Ruff - Alternative Forages Garth Ruff - Alternative Forages
Garth Ruff - Alternative Forages
 
Sarah Noggle - Cover Crop Decision Tool Selector
 Sarah Noggle - Cover Crop Decision Tool Selector Sarah Noggle - Cover Crop Decision Tool Selector
Sarah Noggle - Cover Crop Decision Tool Selector
 
Jim Belt - Hemp Regulations
Jim Belt - Hemp RegulationsJim Belt - Hemp Regulations
Jim Belt - Hemp Regulations
 
John Barker - UAVs: Where Are We And What's Next
John Barker - UAVs: Where Are We And What's NextJohn Barker - UAVs: Where Are We And What's Next
John Barker - UAVs: Where Are We And What's Next
 
Dr. Rajbir Bajwa - Medical uses of Marijuana
 Dr. Rajbir Bajwa - Medical uses of Marijuana Dr. Rajbir Bajwa - Medical uses of Marijuana
Dr. Rajbir Bajwa - Medical uses of Marijuana
 
Dr. Jeff Stachler - Setting up a Corn and Soybean Herbicide Program with Cove...
Dr. Jeff Stachler - Setting up a Corn and Soybean Herbicide Program with Cove...Dr. Jeff Stachler - Setting up a Corn and Soybean Herbicide Program with Cove...
Dr. Jeff Stachler - Setting up a Corn and Soybean Herbicide Program with Cove...
 
Dr. Chad Penn - Developing A New Approach To Soil Phosphorus Testing And Reco...
Dr. Chad Penn - Developing A New Approach To Soil Phosphorus Testing And Reco...Dr. Chad Penn - Developing A New Approach To Soil Phosphorus Testing And Reco...
Dr. Chad Penn - Developing A New Approach To Soil Phosphorus Testing And Reco...
 
Jim Hoorman - Dealing with Cover Crops after Preventative Planting
Jim Hoorman - Dealing with Cover Crops after Preventative PlantingJim Hoorman - Dealing with Cover Crops after Preventative Planting
Jim Hoorman - Dealing with Cover Crops after Preventative Planting
 
Dr. Sjoerd Duiker - Dealing with Poor Soil Structure and Soil Compaction
Dr. Sjoerd Duiker - Dealing with Poor Soil Structure and Soil Compaction Dr. Sjoerd Duiker - Dealing with Poor Soil Structure and Soil Compaction
Dr. Sjoerd Duiker - Dealing with Poor Soil Structure and Soil Compaction
 
Christine Brown - Canadian Livestock Producers Efforts to Improve Water Quality
Christine Brown - Canadian Livestock Producers Efforts to Improve Water QualityChristine Brown - Canadian Livestock Producers Efforts to Improve Water Quality
Christine Brown - Canadian Livestock Producers Efforts to Improve Water Quality
 
Dr. Lee Briese - Details Matter (includes details about soil, equipment, cove...
Dr. Lee Briese - Details Matter (includes details about soil, equipment, cove...Dr. Lee Briese - Details Matter (includes details about soil, equipment, cove...
Dr. Lee Briese - Details Matter (includes details about soil, equipment, cove...
 

Recently uploaded

Call Girls Tirupati Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Tirupati Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Tirupati Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Tirupati Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Call Girls Bareilly Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Bareilly Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Bareilly Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Bareilly Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Call Girls Kochi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Kochi Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Kochi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Kochi Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋TANUJA PANDEY
 
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort ServicePremium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Servicevidya singh
 
Russian Escorts Girls Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
Russian Escorts Girls  Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls DelhiRussian Escorts Girls  Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
Russian Escorts Girls Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls DelhiAlinaDevecerski
 
Call Girls Gwalior Just Call 8617370543 Top Class Call Girl Service Available
Call Girls Gwalior Just Call 8617370543 Top Class Call Girl Service AvailableCall Girls Gwalior Just Call 8617370543 Top Class Call Girl Service Available
Call Girls Gwalior Just Call 8617370543 Top Class Call Girl Service AvailableDipal Arora
 
Lucknow Call girls - 8800925952 - 24x7 service with hotel room
Lucknow Call girls - 8800925952 - 24x7 service with hotel roomLucknow Call girls - 8800925952 - 24x7 service with hotel room
Lucknow Call girls - 8800925952 - 24x7 service with hotel roomdiscovermytutordmt
 
Call Girls Service Surat Samaira ❤️🍑 8250192130 👄 Independent Escort Service ...
Call Girls Service Surat Samaira ❤️🍑 8250192130 👄 Independent Escort Service ...Call Girls Service Surat Samaira ❤️🍑 8250192130 👄 Independent Escort Service ...
Call Girls Service Surat Samaira ❤️🍑 8250192130 👄 Independent Escort Service ...CALL GIRLS
 
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore EscortsCall Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escortsvidya singh
 
VIP Mumbai Call Girls Hiranandani Gardens Just Call 9920874524 with A/C Room ...
VIP Mumbai Call Girls Hiranandani Gardens Just Call 9920874524 with A/C Room ...VIP Mumbai Call Girls Hiranandani Gardens Just Call 9920874524 with A/C Room ...
VIP Mumbai Call Girls Hiranandani Gardens Just Call 9920874524 with A/C Room ...Garima Khatri
 
Call Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Russian Call Girls in Jaipur Riya WhatsApp ❤8445551418 VIP Call Girls Jaipur
Russian Call Girls in Jaipur Riya WhatsApp ❤8445551418 VIP Call Girls JaipurRussian Call Girls in Jaipur Riya WhatsApp ❤8445551418 VIP Call Girls Jaipur
Russian Call Girls in Jaipur Riya WhatsApp ❤8445551418 VIP Call Girls Jaipurparulsinha
 
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...Taniya Sharma
 
Call Girls Bangalore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Bangalore Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Bangalore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Bangalore Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Bangalore Call Girls Nelamangala Number 7001035870 Meetin With Bangalore Esc...
Bangalore Call Girls Nelamangala Number 7001035870  Meetin With Bangalore Esc...Bangalore Call Girls Nelamangala Number 7001035870  Meetin With Bangalore Esc...
Bangalore Call Girls Nelamangala Number 7001035870 Meetin With Bangalore Esc...narwatsonia7
 
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...aartirawatdelhi
 
Call Girls Ooty Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ooty Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Ooty Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ooty Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Call Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...hotbabesbook
 

Recently uploaded (20)

Call Girls Tirupati Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Tirupati Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Tirupati Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Tirupati Just Call 9907093804 Top Class Call Girl Service Available
 
Call Girls Bareilly Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Bareilly Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Bareilly Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Bareilly Just Call 9907093804 Top Class Call Girl Service Available
 
Call Girls Kochi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Kochi Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Kochi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Kochi Just Call 9907093804 Top Class Call Girl Service Available
 
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
 
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort ServicePremium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
 
Russian Escorts Girls Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
Russian Escorts Girls  Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls DelhiRussian Escorts Girls  Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
Russian Escorts Girls Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
 
Call Girls Gwalior Just Call 8617370543 Top Class Call Girl Service Available
Call Girls Gwalior Just Call 8617370543 Top Class Call Girl Service AvailableCall Girls Gwalior Just Call 8617370543 Top Class Call Girl Service Available
Call Girls Gwalior Just Call 8617370543 Top Class Call Girl Service Available
 
Lucknow Call girls - 8800925952 - 24x7 service with hotel room
Lucknow Call girls - 8800925952 - 24x7 service with hotel roomLucknow Call girls - 8800925952 - 24x7 service with hotel room
Lucknow Call girls - 8800925952 - 24x7 service with hotel room
 
Call Girls Service Surat Samaira ❤️🍑 8250192130 👄 Independent Escort Service ...
Call Girls Service Surat Samaira ❤️🍑 8250192130 👄 Independent Escort Service ...Call Girls Service Surat Samaira ❤️🍑 8250192130 👄 Independent Escort Service ...
Call Girls Service Surat Samaira ❤️🍑 8250192130 👄 Independent Escort Service ...
 
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore EscortsCall Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
 
VIP Mumbai Call Girls Hiranandani Gardens Just Call 9920874524 with A/C Room ...
VIP Mumbai Call Girls Hiranandani Gardens Just Call 9920874524 with A/C Room ...VIP Mumbai Call Girls Hiranandani Gardens Just Call 9920874524 with A/C Room ...
VIP Mumbai Call Girls Hiranandani Gardens Just Call 9920874524 with A/C Room ...
 
Call Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service Available
 
Russian Call Girls in Jaipur Riya WhatsApp ❤8445551418 VIP Call Girls Jaipur
Russian Call Girls in Jaipur Riya WhatsApp ❤8445551418 VIP Call Girls JaipurRussian Call Girls in Jaipur Riya WhatsApp ❤8445551418 VIP Call Girls Jaipur
Russian Call Girls in Jaipur Riya WhatsApp ❤8445551418 VIP Call Girls Jaipur
 
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
 
Call Girls Bangalore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Bangalore Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Bangalore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Bangalore Just Call 9907093804 Top Class Call Girl Service Available
 
Bangalore Call Girls Nelamangala Number 7001035870 Meetin With Bangalore Esc...
Bangalore Call Girls Nelamangala Number 7001035870  Meetin With Bangalore Esc...Bangalore Call Girls Nelamangala Number 7001035870  Meetin With Bangalore Esc...
Bangalore Call Girls Nelamangala Number 7001035870 Meetin With Bangalore Esc...
 
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...
 
Call Girls Ooty Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ooty Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Ooty Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ooty Just Call 9907093804 Top Class Call Girl Service Available
 
Call Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service Available
 
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...
 

Dr. Katie Hope - What Do We Do With The Numbers?

Editor's Notes

  1. Exists for all major proteins Collaboration between working groups.
  2. Have solid case definitions – especially for producers treating their own animals Are there non-AM alternatives that are efficacious and (for a lot of ppl, affordable) -- if so, stop. Choose an drug appropriate for disease But at the same time, look at why the disease occurred in the first place – source of animals, weather, nutrition, genetics Always evaluate need for continued use of drug – if disease is gone, then stop.
  3. DADD : Defined animal daily dose DAPD : DADD per 1,000 animals per day ; estimate of the proportion of animals treated daily with a particular antimicrobial agent DCD : Number of DDD per 1000 physician contacts per day DCDvet : Defined Course Dose for Animals DDD: Defined Daily Dose DDDvet : Defined Daily Dose for Animals UDDvet : Used Daily Doses PCU : Population Correction Unit ACD: Animal Course Dose DOT: Days of therapy assigned to a specific AM – good for short acting multi-dose drugs. Falls apart with single injection LA medications.
  4. Here are specific parameters commonly used Answer – Resistance pressure put on by exposure time.
  5. We don’t know what combination/combinations are better….or worse Have to consider the bacterial population that is exposed – are resistance genes already present, spontaneous mutations, etc
  6. Data granularity Outcomes Only use one or one type of DDD/DCD – inappropriate benchmarking
  7. Number of yards, size of yards, record systems available ???
  8. Is IMM exposure better or worse than systemic Duration vs total mg vs efficacy