{"id":460,"date":"2022-05-02T10:15:14","date_gmt":"2022-05-02T16:15:14","guid":{"rendered":"https:\/\/wpsites.ucalgary.ca\/amr-intervention-maps\/?p=460"},"modified":"2022-09-23T14:46:30","modified_gmt":"2022-09-23T20:46:30","slug":"data-management","status":"publish","type":"post","link":"https:\/\/wpsites.ucalgary.ca\/amr-intervention-maps\/2022\/05\/02\/data-management\/","title":{"rendered":"Data Management"},"content":{"rendered":"\n<div class=\"inherit-container-width wp-block-group has-border-color has-ast-global-color-3-border-color is-layout-constrained wp-block-group-is-layout-constrained\" style=\"border-radius:40px;border-style:solid;border-width:6px\"><div class=\"wp-block-group__inner-container\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<h3 class=\"wp-block-heading\">What is it?<\/h3>\n\n\n\n<p>Data management software can be utilized by producers to capture, upload, and exchange information about individual cattle. The software aids in information flow between different operations and processing plants. Different data management platforms can also offer elements, such as: <\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Age verification <\/li><li>Calving records<\/li><li>Nutrition and growth<\/li><li>Antimicrobial use<\/li><li>Health protocols and treatments<\/li><li>Reproduction and genetics<\/li><li>Carcass data<\/li><li>Record management <\/li><\/ul>\n\n\n\n<div style=\"height:5px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Data is inputted into the data management software, linking any records to the cattle&#8217;s <a href=\"https:\/\/wpsites.ucalgary.ca\/amr-intervention-maps\/2022\/08\/15\/rfid\/\">RFID tag<\/a>. Data management programs are often used at the feedlot phase of production, but detailed information about the animal before and after the feedlot stage is not always easily traceable. <\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<h3 class=\"has-text-align-left wp-block-heading\">Challenges<\/h3>\n\n\n\n<ul class=\"wp-block-list\"><li>Data management programs are an added expense.<\/li><li>Data collection is time consuming.<\/li><li>Software programs (as an alternative to pen and paper data collection) require infrastructure such as computers, mobile devices, and internet\/cellular data coverage.<\/li><li><strong>Data is not commonly shared between cattle owners at different phases of production. <\/strong><\/li><li>Feedlots often use their own proprietary data management systems, which prohibits data sharing outside of their facilities.<\/li><li>Producers are protective of their data privacy.<\/li><li><strong>Data security and ownership of data are concerns with using third-party data management programs<\/strong>. <\/li><\/ul>\n\n\n\n<div style=\"height:42px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<\/div>\n<\/div>\n\n\n\n<div class=\"inherit-container-width wp-block-group is-layout-constrained wp-container-core-group-is-layout-f09f661a wp-block-group-is-layout-constrained\" style=\"padding-top:5px;padding-right:5px;padding-bottom:5px;padding-left:5px\"><div class=\"wp-block-group__inner-container\">\n<h3 class=\"wp-block-heading\">How Does it Prevent AMR?<\/h3>\n\n\n\n<p>Vaccination, health and treatment history are often unknown when cattle ownership changes, which often leads to prophylactic (preventative) antimicrobial treatments when cattle arrive at feedlots. By capturing and tracking data throughout an animal&#8217;s life, the animal&#8217;s performance (weight gain, disease resilience, meat quality, etc.) can be traced through the entire value chain. This would help validate management practices and could help financially reward producers for implementing more cost-intensive processes, such as preconditioning, if these are proven to produce a higher quality or lower risk product.<\/p>\n<\/div><\/div>\n<\/div><\/div>\n\n\n\n<div style=\"height:32px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"inherit-container-width wp-block-group is-layout-constrained wp-container-core-group-is-layout-d452266d wp-block-group-is-layout-constrained\" style=\"border-radius:10px;border-style:solid;padding-top:5px;padding-right:20px;padding-bottom:20px;padding-left:20px\"><div class=\"wp-block-group__inner-container\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-f350720d wp-block-columns-is-layout-flex\" style=\"padding-top:20px\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<h4 class=\"has-text-align-center wp-block-heading\">Existing Tools<\/h4>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<h4 class=\"has-text-align-center wp-block-heading\"><a href=\"https:\/\/wpsites.ucalgary.ca\/amr-intervention-maps\/home\/fighting-amr\/maturity-level\/\">Maturity Level*<\/a><\/h4>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<h4 class=\"has-text-align-center wp-block-heading\">Notes<\/h4>\n<\/div>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\" style=\"border-radius:44px\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-098cc607 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-75\"><a class=\"wp-block-button__link has-ast-global-color-8-color has-pale-cyan-blue-background-color has-text-color has-background\" href=\"https:\/\/www.herdtrax.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">HerdTrax<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image aligncenter size-large is-style-default\"><img decoding=\"async\" width=\"1024\" height=\"437\" data-src=\"https:\/\/wpsites.ucalgary.ca\/amr-intervention-maps\/wp-content\/uploads\/sites\/118\/2022\/08\/Maturity-Scale-07-1-1024x437.png\" alt=\"\" class=\"wp-image-1636 lazyload\" data-srcset=\"https:\/\/wpsites.ucalgary.ca\/amr-intervention-maps\/wp-content\/uploads\/sites\/118\/2022\/08\/Maturity-Scale-07-1-1024x437.png 1024w, https:\/\/wpsites.ucalgary.ca\/amr-intervention-maps\/wp-content\/uploads\/sites\/118\/2022\/08\/Maturity-Scale-07-1-300x128.png 300w, https:\/\/wpsites.ucalgary.ca\/amr-intervention-maps\/wp-content\/uploads\/sites\/118\/2022\/08\/Maturity-Scale-07-1-768x328.png 768w, https:\/\/wpsites.ucalgary.ca\/amr-intervention-maps\/wp-content\/uploads\/sites\/118\/2022\/08\/Maturity-Scale-07-1-1536x656.png 1536w, https:\/\/wpsites.ucalgary.ca\/amr-intervention-maps\/wp-content\/uploads\/sites\/118\/2022\/08\/Maturity-Scale-07-1-2048x874.png 2048w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/437;\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<p>Created by Telus Agriculture as a simple and integrated online cattle record management program.  <\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\" style=\"border-radius:44px\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<div style=\"height:5px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-098cc607 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-75\"><a class=\"wp-block-button__link has-ast-global-color-8-color has-pale-cyan-blue-background-color has-text-color has-background\" href=\"https:\/\/www.bixsco.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Business Information Exchange (BIX)<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image aligncenter size-large is-style-default\"><img decoding=\"async\" width=\"1024\" height=\"437\" data-src=\"https:\/\/wpsites.ucalgary.ca\/amr-intervention-maps\/wp-content\/uploads\/sites\/118\/2022\/08\/Maturity-Scale-07-1024x437.png\" alt=\"\" class=\"wp-image-1634 lazyload\" data-srcset=\"https:\/\/wpsites.ucalgary.ca\/amr-intervention-maps\/wp-content\/uploads\/sites\/118\/2022\/08\/Maturity-Scale-07-1024x437.png 1024w, https:\/\/wpsites.ucalgary.ca\/amr-intervention-maps\/wp-content\/uploads\/sites\/118\/2022\/08\/Maturity-Scale-07-300x128.png 300w, https:\/\/wpsites.ucalgary.ca\/amr-intervention-maps\/wp-content\/uploads\/sites\/118\/2022\/08\/Maturity-Scale-07-768x328.png 768w, https:\/\/wpsites.ucalgary.ca\/amr-intervention-maps\/wp-content\/uploads\/sites\/118\/2022\/08\/Maturity-Scale-07-1536x656.png 1536w, https:\/\/wpsites.ucalgary.ca\/amr-intervention-maps\/wp-content\/uploads\/sites\/118\/2022\/08\/Maturity-Scale-07-2048x874.png 2048w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/437;\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<p>BIX was utilized by Mcdonald&#8217;s for the &#8220;birth to burger&#8221; project, which demonstrated full traceability [1]. <\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\" style=\"border-radius:44px\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<div style=\"height:5px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-098cc607 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-75\"><a class=\"wp-block-button__link has-ast-global-color-8-color has-pale-cyan-blue-background-color has-text-color has-background\" href=\"https:\/\/www.cattlemax.com\/?gclid=Cj0KCQjw9ZGYBhCEARIsAEUXITXJfgBHVsfDvd63mcle90g_c37zDzRccxcNC_86DRQu4ZeQNR6JhakaAsrKEALw_wcB\" target=\"_blank\" rel=\"noreferrer noopener\">CattleMax<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image aligncenter size-large is-style-default\"><img decoding=\"async\" width=\"1024\" height=\"437\" data-src=\"https:\/\/wpsites.ucalgary.ca\/amr-intervention-maps\/wp-content\/uploads\/sites\/118\/2022\/08\/Maturity-Scale-07-1024x437.png\" alt=\"\" class=\"wp-image-1634 lazyload\" data-srcset=\"https:\/\/wpsites.ucalgary.ca\/amr-intervention-maps\/wp-content\/uploads\/sites\/118\/2022\/08\/Maturity-Scale-07-1024x437.png 1024w, https:\/\/wpsites.ucalgary.ca\/amr-intervention-maps\/wp-content\/uploads\/sites\/118\/2022\/08\/Maturity-Scale-07-300x128.png 300w, https:\/\/wpsites.ucalgary.ca\/amr-intervention-maps\/wp-content\/uploads\/sites\/118\/2022\/08\/Maturity-Scale-07-768x328.png 768w, https:\/\/wpsites.ucalgary.ca\/amr-intervention-maps\/wp-content\/uploads\/sites\/118\/2022\/08\/Maturity-Scale-07-1536x656.png 1536w, https:\/\/wpsites.ucalgary.ca\/amr-intervention-maps\/wp-content\/uploads\/sites\/118\/2022\/08\/Maturity-Scale-07-2048x874.png 2048w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/437;\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<p>CattleMax cattle software has been around since 1999. <\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\" style=\"border-radius:44px\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<div style=\"height:5px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-098cc607 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-75\"><a class=\"wp-block-button__link has-ast-global-color-8-color has-pale-cyan-blue-background-color has-text-color has-background\" href=\"https:\/\/agsights.com\/what-is-go360-biotrack\/\" target=\"_blank\" rel=\"noreferrer noopener\">Go360 bioTrack<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image aligncenter size-large is-style-default\"><img decoding=\"async\" width=\"1024\" height=\"437\" data-src=\"https:\/\/wpsites.ucalgary.ca\/amr-intervention-maps\/wp-content\/uploads\/sites\/118\/2022\/08\/Maturity-Scale-07-1024x437.png\" alt=\"\" class=\"wp-image-1634 lazyload\" data-srcset=\"https:\/\/wpsites.ucalgary.ca\/amr-intervention-maps\/wp-content\/uploads\/sites\/118\/2022\/08\/Maturity-Scale-07-1024x437.png 1024w, https:\/\/wpsites.ucalgary.ca\/amr-intervention-maps\/wp-content\/uploads\/sites\/118\/2022\/08\/Maturity-Scale-07-300x128.png 300w, https:\/\/wpsites.ucalgary.ca\/amr-intervention-maps\/wp-content\/uploads\/sites\/118\/2022\/08\/Maturity-Scale-07-768x328.png 768w, https:\/\/wpsites.ucalgary.ca\/amr-intervention-maps\/wp-content\/uploads\/sites\/118\/2022\/08\/Maturity-Scale-07-1536x656.png 1536w, https:\/\/wpsites.ucalgary.ca\/amr-intervention-maps\/wp-content\/uploads\/sites\/118\/2022\/08\/Maturity-Scale-07-2048x874.png 2048w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/437;\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<p>Go360 bioTrack cattle management pairs record keeping with expert genetic evaluations. <\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\" style=\"border-radius:44px\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<div style=\"height:5px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-098cc607 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-75\"><a class=\"wp-block-button__link has-ast-global-color-8-color has-pale-cyan-blue-background-color has-text-color has-background\" href=\"https:\/\/herdly.ca\/\" target=\"_blank\" rel=\"noreferrer noopener\">Herdly<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image aligncenter size-large is-style-default\"><img decoding=\"async\" width=\"1024\" height=\"437\" data-src=\"https:\/\/wpsites.ucalgary.ca\/amr-intervention-maps\/wp-content\/uploads\/sites\/118\/2022\/08\/Maturity-Scale-07-1024x437.png\" alt=\"\" class=\"wp-image-1634 lazyload\" data-srcset=\"https:\/\/wpsites.ucalgary.ca\/amr-intervention-maps\/wp-content\/uploads\/sites\/118\/2022\/08\/Maturity-Scale-07-1024x437.png 1024w, https:\/\/wpsites.ucalgary.ca\/amr-intervention-maps\/wp-content\/uploads\/sites\/118\/2022\/08\/Maturity-Scale-07-300x128.png 300w, https:\/\/wpsites.ucalgary.ca\/amr-intervention-maps\/wp-content\/uploads\/sites\/118\/2022\/08\/Maturity-Scale-07-768x328.png 768w, https:\/\/wpsites.ucalgary.ca\/amr-intervention-maps\/wp-content\/uploads\/sites\/118\/2022\/08\/Maturity-Scale-07-1536x656.png 1536w, https:\/\/wpsites.ucalgary.ca\/amr-intervention-maps\/wp-content\/uploads\/sites\/118\/2022\/08\/Maturity-Scale-07-2048x874.png 2048w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/437;\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<p>Herdly offers live dashboards so you always know how your ranch is doing. <\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\" style=\"border-radius:44px\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<div style=\"height:27px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-a89b3969 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-font-size has-medium-font-size\"><a class=\"wp-block-button__link has-ast-global-color-5-color has-ast-global-color-7-background-color has-text-color has-background\" href=\"https:\/\/wpsites.ucalgary.ca\/amr-intervention-maps\/contact\/\"><em>Help us fill in this section with other existing solutions!<\/em><\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<div style=\"height:56px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">Further Reading <\/h3>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-ast-global-color-8-color has-pale-cyan-blue-background-color has-text-color has-background\" href=\"https:\/\/www.beefresearch.ca\/topics\/record-keeping-benchmarking-getting-started\/\" target=\"_blank\" rel=\"noreferrer noopener\">Getting Started | Beef Cattle Research Council<\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">Research Gaps<\/h3>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-font-size has-medium-font-size\"><a class=\"wp-block-button__link has-ast-global-color-5-color has-ast-global-color-7-background-color has-text-color has-background\" href=\"https:\/\/wpsites.ucalgary.ca\/amr-intervention-maps\/contact\/\"><em>Help us fill in this section!<\/em><\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">Product\/Service Gaps<\/h3>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-font-size has-medium-font-size\"><a class=\"wp-block-button__link has-ast-global-color-5-color has-ast-global-color-7-background-color has-text-color has-background\" href=\"https:\/\/wpsites.ucalgary.ca\/amr-intervention-maps\/contact\/\"><em>Help us fill in this section!<\/em><\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h4 class=\"wp-block-heading\">References<\/h4>\n\n\n\n<p class=\"has-small-font-size\">[1]&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; \u2018Pilot Projects\u2019. <a href=\"https:\/\/www.bixsco.com\/Pilot-Projects\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.bixsco.com\/Pilot-Projects<\/a> (accessed Aug. 22, 2022).<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\" \/>\n\n\n\n<h5 class=\"has-text-align-center wp-block-heading\">Opportunity Categorization<\/h5>\n\n\n\n<div class=\"wp-block-buttons is-vertical is-content-justification-center is-nowrap is-layout-flex wp-container-core-buttons-is-layout-40a92a1b wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-50\"><a class=\"wp-block-button__link has-ast-global-color-5-color has-ast-global-color-0-background-color has-text-color has-background\" href=\"https:\/\/wpsites.ucalgary.ca\/amr-intervention-maps\/home\/fighting-amr\/surveillance-and-tracking\/\">Surveillance and Tracking<\/a><\/div>\n\n\n\n<div class=\"wp-block-button has-custom-width wp-block-button__width-50\"><a class=\"wp-block-button__link has-ast-global-color-8-color has-text-color\" href=\"https:\/\/wpsites.ucalgary.ca\/amr-intervention-maps\/home\/fighting-amr\/surveillance-and-tracking\/animal-health-records\/\">Animal Health Records<\/a><\/div>\n<\/div>\n\n\n\n<div class=\"inherit-container-width wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"wp-block-group__inner-container\">\n<h5 class=\"has-text-align-center wp-block-heading\">Related Opportunities:<\/h5>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-a89b3969 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-ast-global-color-8-color has-ast-global-color-2-background-color has-text-color has-background\" href=\"https:\/\/wpsites.ucalgary.ca\/amr-intervention-maps\/home\/fighting-amr\/surveillance-and-tracking\/supply-chain-transparency\/\">Supply Chain Transparency<\/a><\/div>\n\n\n\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-white-color has-ast-global-color-3-background-color has-text-color has-background\" href=\"https:\/\/wpsites.ucalgary.ca\/amr-intervention-maps\/2022\/08\/15\/rfid\/\">RFID Tag<\/a><\/div>\n\n\n\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-white-color has-ast-global-color-3-background-color has-text-color has-background\" href=\"https:\/\/wpsites.ucalgary.ca\/amr-intervention-maps\/2022\/05\/02\/sendero\/\">Sendero<\/a><\/div>\n\n\n\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-white-color has-ast-global-color-3-background-color has-text-color has-background\" href=\"https:\/\/wpsites.ucalgary.ca\/amr-intervention-maps\/2022\/04\/28\/agroledger\/\">AgroLedger<\/a><\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>What is it? Data management software can be utilized by producers to capture, upload, and exchange information about individual cattle. The software aids in information flow between different operations and processing plants. Different data management platforms can also offer elements, such as: Age verification Calving records Nutrition and growth Antimicrobial use Health protocols and treatments [&hellip;]<\/p>\n","protected":false},"author":441,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ngg_post_thumbnail":0,"footnotes":""},"categories":[26,14,13,30,27,17,32,11,25,18,28,33,29,20,15,22,9,24,21,16,34],"tags":[37,38,39],"class_list":["post-460","post","type-post","status-publish","format-standard","hentry","category-packing-plant","category-amr-researcher","category-beef-producer","category-business-opportunist","category-consumers","category-cow-calf-ranch","category-dairy","category-entire-value-chain","category-feedlot-level-of-production","category-feedlot","category-general-public","category-opportunities","category-policy-maker","category-process","category-product","category-sales-transport","category-service-innovation","category-technology-developer","category-user-need","category-veterinarians","category-weaning","tag-existing-solution","tag-optimization-opportunity","tag-unmet-need"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Data Management - Antimicrobial Resistance Opportunity Mapping<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/wpsites.ucalgary.ca\/amr-intervention-maps\/2022\/05\/02\/data-management\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data Management - Antimicrobial Resistance Opportunity Mapping\" \/>\n<meta property=\"og:description\" content=\"What is it? 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