{"id":1725,"date":"2020-04-03T09:47:29","date_gmt":"2020-04-03T13:47:29","guid":{"rendered":"https:\/\/muutaa.com\/?p=1725"},"modified":"2021-12-22T15:28:42","modified_gmt":"2021-12-22T20:28:42","slug":"preparing-to-distribute-a-covid-19-vaccine","status":"publish","type":"post","link":"https:\/\/muutaa.com\/fr\/preparing-to-distribute-a-covid-19-vaccine\/","title":{"rendered":"Preparing to distribute a COVID-19 vaccine"},"content":{"rendered":"<div style=\"white-space: pre-wrap;\" data-draftjs-conductor-fragment=\"{&quot;blocks&quot;:[{&quot;key&quot;:&quot;bqenf&quot;,&quot;text&quot;:&quot;A Covid-19 vaccine will need equitable, global distribution say Rebecca Weintraub, Prashant Yadav and Seth Berkley in a Harvard Business Review article published today. &quot;,&quot;type&quot;:&quot;unstyled&quot;,&quot;depth&quot;:0,&quot;inlineStyleRanges&quot;:[{&quot;offset&quot;:0,&quot;length&quot;:63,&quot;style&quot;:&quot;{\\&quot;FG\\&quot;:\\&quot;#101e2f\\&quot;}&quot;},{&quot;offset&quot;:64,&quot;length&quot;:18,&quot;style&quot;:&quot;{\\&quot;FG\\&quot;:\\&quot;#101e2f\\&quot;}&quot;},{&quot;offset&quot;:83,&quot;length&quot;:14,&quot;style&quot;:&quot;{\\&quot;FG\\&quot;:\\&quot;#101e2f\\&quot;}&quot;},{&quot;offset&quot;:98,&quot;length&quot;:3,&quot;style&quot;:&quot;{\\&quot;FG\\&quot;:\\&quot;#101e2f\\&quot;}&quot;},{&quot;offset&quot;:102,&quot;length&quot;:12,&quot;style&quot;:&quot;{\\&quot;FG\\&quot;:\\&quot;#101e2f\\&quot;}&quot;},{&quot;offset&quot;:115,&quot;length&quot;:4,&quot;style&quot;:&quot;{\\&quot;FG\\&quot;:\\&quot;#101e2f\\&quot;}&quot;},{&quot;offset&quot;:120,&quot;length&quot;:31,&quot;style&quot;:&quot;{\\&quot;FG\\&quot;:\\&quot;#101e2f\\&quot;}&quot;},{&quot;offset&quot;:152,&quot;length&quot;:16,&quot;style&quot;:&quot;{\\&quot;FG\\&quot;:\\&quot;#101e2f\\&quot;}&quot;},{&quot;offset&quot;:120,&quot;length&quot;:31,&quot;style&quot;:&quot;{\\&quot;FG\\&quot;:\\&quot;#0261ff\\&quot;}&quot;}],&quot;entityRanges&quot;:[{&quot;offset&quot;:64,&quot;length&quot;:17,&quot;key&quot;:0},{&quot;offset&quot;:83,&quot;length&quot;:14,&quot;key&quot;:1},{&quot;offset&quot;:102,&quot;length&quot;:12,&quot;key&quot;:2},{&quot;offset&quot;:120,&quot;length&quot;:31,&quot;key&quot;:3}],&quot;data&quot;:{}},{&quot;key&quot;:&quot;4omcc&quot;,&quot;text&quot;:&quot;&quot;,&quot;type&quot;:&quot;unstyled&quot;,&quot;depth&quot;:0,&quot;inlineStyleRanges&quot;:[],&quot;entityRanges&quot;:[],&quot;data&quot;:{}},{&quot;key&quot;:&quot;8s0gi&quot;,&quot;text&quot;:&quot;The article highlights the tremendous work that the GAVI organization has been doing for years when it comes to worldwide equality in the accessibility of vaccines. Considering the financial, logistical, healthcare system and population mobilization constraints, GAVI has developed tools and expertise in providing guidance on what a global vaccination program could look like.&quot;,&quot;type&quot;:&quot;unstyled&quot;,&quot;depth&quot;:0,&quot;inlineStyleRanges&quot;:[{&quot;offset&quot;:0,&quot;length&quot;:377,&quot;style&quot;:&quot;{\\&quot;FG\\&quot;:\\&quot;#101e2f\\&quot;}&quot;}],&quot;entityRanges&quot;:[],&quot;data&quot;:{}},{&quot;key&quot;:&quot;fr8cc&quot;,&quot;text&quot;:&quot;&quot;,&quot;type&quot;:&quot;unstyled&quot;,&quot;depth&quot;:0,&quot;inlineStyleRanges&quot;:[],&quot;entityRanges&quot;:[],&quot;data&quot;:{}},{&quot;key&quot;:&quot;93q7n&quot;,&quot;text&quot;:&quot;As part of the efforts in the past, GAVI has been leveraging data to predict vaccination adherence behavior. \\&quot;&lt;As part of defining an effective vaccination strategy&gt; we need to understand risk of transmission at the hyperlocal level and the likelihood of adherence for specific geographies and sub-populations. In settings with limited individual-level health data, we will need to leverage available sources. For example, artificial intelligence company Macro-Eyes uses satellite imagery, digital conversations, and publicly available data to predict with 76% accuracy which child will drop out of routine immunization programs.\\&quot;\\n&quot;,&quot;type&quot;:&quot;unstyled&quot;,&quot;depth&quot;:0,&quot;inlineStyleRanges&quot;:[{&quot;offset&quot;:0,&quot;length&quot;:167,&quot;style&quot;:&quot;{\\&quot;FG\\&quot;:\\&quot;#101e2f\\&quot;}&quot;},{&quot;offset&quot;:455,&quot;length&quot;:10,&quot;style&quot;:&quot;{\\&quot;FG\\&quot;:\\&quot;#101e2f\\&quot;}&quot;},{&quot;offset&quot;:167,&quot;length&quot;:287,&quot;style&quot;:&quot;{\\&quot;FG\\&quot;:\\&quot;#282828\\&quot;}&quot;},{&quot;offset&quot;:466,&quot;length&quot;:164,&quot;style&quot;:&quot;{\\&quot;FG\\&quot;:\\&quot;#282828\\&quot;}&quot;},{&quot;offset&quot;:455,&quot;length&quot;:10,&quot;style&quot;:&quot;{\\&quot;FG\\&quot;:\\&quot;#0261ff\\&quot;}&quot;}],&quot;entityRanges&quot;:[{&quot;offset&quot;:455,&quot;length&quot;:10,&quot;key&quot;:4}],&quot;data&quot;:{}},{&quot;key&quot;:&quot;5r1su&quot;,&quot;text&quot;:&quot;GAVI calls for a global coordination will be required. \\&quot;At least for the first eight to 12 months after the Covid-19 vaccine becomes available, it is likely that there will be only a limited supply to meet global demand. Consequently, there needs to be a global agreement on allocating stocks to countries around the world. If that doesn\u2019t happen, the result will be political tensions like those we are currently experiencing over the allocation of personal protective equipment, ventilators, and test kits.&quot;,&quot;type&quot;:&quot;unstyled&quot;,&quot;depth&quot;:0,&quot;inlineStyleRanges&quot;:[],&quot;entityRanges&quot;:[],&quot;data&quot;:{}},{&quot;key&quot;:&quot;ar62u&quot;,&quot;text&quot;:&quot;&quot;,&quot;type&quot;:&quot;unstyled&quot;,&quot;depth&quot;:0,&quot;inlineStyleRanges&quot;:[],&quot;entityRanges&quot;:[],&quot;data&quot;:{}},{&quot;key&quot;:&quot;8ivsg&quot;,&quot;text&quot;:&quot;Although the poorest countries have in place systems that have been well honed over 20 years through the Vaccine Alliance, middle-income countries ineligible for Gavi\u2019s assistance do not.\u00a0 We need to decide how to support them\u00a0\u2014 whether to extend Gavi assistance to them or provide other mechanisms.\\&quot;&quot;,&quot;type&quot;:&quot;unstyled&quot;,&quot;depth&quot;:0,&quot;inlineStyleRanges&quot;:[],&quot;entityRanges&quot;:[],&quot;data&quot;:{}},{&quot;key&quot;:&quot;92pef&quot;,&quot;text&quot;:&quot;&quot;,&quot;type&quot;:&quot;unstyled&quot;,&quot;depth&quot;:0,&quot;inlineStyleRanges&quot;:[],&quot;entityRanges&quot;:[],&quot;data&quot;:{}},{&quot;key&quot;:&quot;9t8nt&quot;,&quot;text&quot;:&quot;With supplies not meeting global demand and in support of global coordination, we would have to define models and predict what areas would be in most need for the vaccines and where vaccines can have most impact, as well as understand the physical capability of distributing the vaccines effectively, taking into consideration, amongst others, temperature control challenges and the capacity of the health system to effectively administer the vaccines. &quot;,&quot;type&quot;:&quot;unstyled&quot;,&quot;depth&quot;:0,&quot;inlineStyleRanges&quot;:[{&quot;offset&quot;:0,&quot;length&quot;:452,&quot;style&quot;:&quot;{\\&quot;FG\\&quot;:\\&quot;#101e2f\\&quot;}&quot;}],&quot;entityRanges&quot;:[],&quot;data&quot;:{}},{&quot;key&quot;:&quot;9rvjv&quot;,&quot;text&quot;:&quot;&quot;,&quot;type&quot;:&quot;unstyled&quot;,&quot;depth&quot;:0,&quot;inlineStyleRanges&quot;:[],&quot;entityRanges&quot;:[],&quot;data&quot;:{}},{&quot;key&quot;:&quot;3mjc0&quot;,&quot;text&quot;:&quot;Can we define effective predictive models, where the physical capabilities of executing a vaccination programme, can be combined with its actual supply, community resistance levels reached, the actual prognosis of the curve by geographical location, thus defining a pinpointed vaccination strategy? We are currently partaking in a group consisting of resources from universities form Canada and the UK, data scientist and technologists to see how we can evolve such predictive models. If you feel you can contribute, reach out to us. &quot;,&quot;type&quot;:&quot;unstyled&quot;,&quot;depth&quot;:0,&quot;inlineStyleRanges&quot;:[{&quot;offset&quot;:0,&quot;length&quot;:533,&quot;style&quot;:&quot;{\\&quot;FG\\&quot;:\\&quot;#101e2f\\&quot;}&quot;}],&quot;entityRanges&quot;:[],&quot;data&quot;:{}},{&quot;key&quot;:&quot;63c0l&quot;,&quot;text&quot;:&quot; &quot;,&quot;type&quot;:&quot;unstyled&quot;,&quot;depth&quot;:0,&quot;inlineStyleRanges&quot;:[],&quot;entityRanges&quot;:[],&quot;data&quot;:{}}],&quot;entityMap&quot;:{&quot;0&quot;:{&quot;type&quot;:&quot;LINK&quot;,&quot;mutability&quot;:&quot;MUTABLE&quot;,&quot;data&quot;:{&quot;url&quot;:&quot;https:\/\/hbr.org\/search?term=rebecca%20weintraub&quot;,&quot;target&quot;:&quot;_top&quot;,&quot;rel&quot;:&quot;noopener noreferrer&quot;}},&quot;1&quot;:{&quot;type&quot;:&quot;LINK&quot;,&quot;mutability&quot;:&quot;MUTABLE&quot;,&quot;data&quot;:{&quot;url&quot;:&quot;https:\/\/hbr.org\/search?term=prashant%20yadav&quot;,&quot;target&quot;:&quot;_top&quot;,&quot;rel&quot;:&quot;noopener noreferrer&quot;}},&quot;2&quot;:{&quot;type&quot;:&quot;LINK&quot;,&quot;mutability&quot;:&quot;MUTABLE&quot;,&quot;data&quot;:{&quot;url&quot;:&quot;https:\/\/hbr.org\/search?term=seth%20berkley&quot;,&quot;target&quot;:&quot;_top&quot;,&quot;rel&quot;:&quot;noopener noreferrer&quot;}},&quot;3&quot;:{&quot;type&quot;:&quot;LINK&quot;,&quot;mutability&quot;:&quot;MUTABLE&quot;,&quot;data&quot;:{&quot;url&quot;:&quot;https:\/\/hbr.org\/2020\/04\/a-covid-19-vaccine-will-need-equitable-global-distribution&quot;,&quot;target&quot;:&quot;_top&quot;,&quot;rel&quot;:&quot;noopener noreferrer&quot;}},&quot;4&quot;:{&quot;type&quot;:&quot;LINK&quot;,&quot;mutability&quot;:&quot;MUTABLE&quot;,&quot;data&quot;:{&quot;url&quot;:&quot;https:\/\/www.macro-eyes.com\/&quot;,&quot;target&quot;:&quot;_top&quot;,&quot;rel&quot;:&quot;noopener noreferrer&quot;}}}}\">\n<div class=\"jwLWP _2hXa7 _30PMG blog-post-text-font blog-post-text-color public-DraftStyleDefault-block-depth0 public-DraftStyleDefault-text-ltr\" data-block=\"true\" data-editor=\"editor\" data-offset-key=\"foo-0-0\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"foo-0-0\"><span data-offset-key=\"foo-0-0\">A Covid-19 vaccine will need equitable, global distribution say<\/span> <a class=\"_2qJYG blog-link-hashtag-color iPHwd _3Ul6g\" href=\"https:\/\/hbr.org\/search?term=rebecca%20weintraub\" target=\"_top\" rel=\"noopener noreferrer\"><span data-offset-key=\"foo-1-0\">Rebecca Weintraub<\/span><\/a><span data-offset-key=\"foo-2-0\">,<\/span> <a class=\"_2qJYG blog-link-hashtag-color iPHwd _3Ul6g\" href=\"https:\/\/hbr.org\/search?term=prashant%20yadav\" target=\"_top\" rel=\"noopener noreferrer\"><span data-offset-key=\"foo-3-0\">Prashant Yadav<\/span><\/a> <span data-offset-key=\"foo-4-1\">and<\/span> <a class=\"_2qJYG blog-link-hashtag-color iPHwd _3Ul6g\" href=\"https:\/\/hbr.org\/search?term=seth%20berkley\" target=\"_top\" rel=\"noopener noreferrer\"><span data-offset-key=\"foo-5-0\">Seth Berkley<\/span><\/a> <span data-offset-key=\"foo-6-1\">in a<\/span> <a class=\"_2qJYG blog-link-hashtag-color iPHwd _3Ul6g\" href=\"https:\/\/hbr.org\/2020\/04\/a-covid-19-vaccine-will-need-equitable-global-distribution\" target=\"_top\" rel=\"noopener noreferrer\"><span data-offset-key=\"foo-7-0\">Harvard Business Review article<\/span><\/a> <span data-offset-key=\"foo-8-1\">published today.<\/span><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"foo-0-0\"><span style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen-Sans, Ubuntu, Cantarell, 'Helvetica Neue', sans-serif; font-size: 16px;\">The article highlights the tremendous work that the GAVI organization has been doing for years when it comes to worldwide equality in the accessibility of vaccines. Considering the financial, logistical, healthcare system and population mobilization constraints, GAVI has developed tools and expertise in providing guidance on what a global vaccination program could look like.<\/span><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"foo-0-0\"><span style=\"font-size: 16px; font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen-Sans, Ubuntu, Cantarell, 'Helvetica Neue', sans-serif;\" data-offset-key=\"79pdt-0-0\">As part of the efforts in the past, GAVI has been leveraging data to predict vaccination adherence behavior. &#8220;&lt;As part of defining an effective vaccination strategy&gt; w<\/span><span style=\"font-size: 16px; font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen-Sans, Ubuntu, Cantarell, 'Helvetica Neue', sans-serif;\" data-offset-key=\"79pdt-0-1\">e need to understand risk of transmission at the hyperlocal level and the likelihood of adherence for specific geographies and sub-populations. In settings with limited individual-level health data, we will need to leverage available sources. For example, artificial intelligence company<\/span> <a class=\"_2qJYG blog-link-hashtag-color iPHwd _3Ul6g\" style=\"font-size: 16px; font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen-Sans, Ubuntu, Cantarell, 'Helvetica Neue', sans-serif; background-color: #ffffff;\" href=\"https:\/\/www.macro-eyes.com\/\" target=\"_top\" rel=\"noopener noreferrer\"><span data-offset-key=\"79pdt-1-0\">Macro-Eyes<\/span><\/a> <span style=\"font-size: 16px; font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen-Sans, Ubuntu, Cantarell, 'Helvetica Neue', sans-serif;\" data-offset-key=\"79pdt-2-1\">uses satellite imagery, digital conversations, and publicly available data to predict with 76% accuracy which child will drop out of routine immunization programs.&#8221;<\/span><\/div>\n<\/div>\n<div class=\"jwLWP _2hXa7 _30PMG blog-post-text-font blog-post-text-color public-DraftStyleDefault-block-depth0 public-DraftStyleDefault-text-ltr\" data-block=\"true\" data-editor=\"editor\" data-offset-key=\"59p73-0-0\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"59p73-0-0\"><span data-offset-key=\"59p73-0-0\">GAVI calls for a global coordination will be required. &#8220;At least for the first eight to 12 months after the Covid-19 vaccine becomes available, it is likely that there will be only a limited supply to meet global demand. Consequently, there needs to be a global agreement on allocating stocks to countries around the world. If that doesn\u2019t happen, the result will be political tensions like those we are currently experiencing over the allocation of personal protective equipment, ventilators, and test kits.<\/span><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"59p73-0-0\"><span style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen-Sans, Ubuntu, Cantarell, 'Helvetica Neue', sans-serif; font-size: 16px;\">Although the poorest countries have in place systems that have been well honed over 20 years through the Vaccine Alliance, middle-income countries ineligible for Gavi\u2019s assistance do not.\u00a0 We need to decide how to support them \u2014 whether to extend Gavi assistance to them or provide other mechanisms.&#8221;<\/span><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"59p73-0-0\"><span style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen-Sans, Ubuntu, Cantarell, 'Helvetica Neue', sans-serif; font-size: 16px;\">With supplies not meeting global demand and in support of global coordination, we would have to define models and predict what areas would be in most need for the vaccines and where vaccines can have most impact, as well as understand the physical capability of distributing the vaccines effectively, taking into consideration, amongst others, temperature control challenges and the capacity of the health system to effectively administer the vaccines.<\/span><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"59p73-0-0\"><span style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen-Sans, Ubuntu, Cantarell, 'Helvetica Neue', sans-serif; font-size: 16px;\">Can we define effective predictive models, where the physical capabilities of executing a vaccination programme, can be combined with its actual supply, community resistance levels reached, the actual prognosis of the curve by geographical location, thus defining a pinpointed vaccination strategy? We are currently partaking in a group consisting of resources from universities form Canada and the UK, data scientist and technologists to see how we can evolve such predictive models. If you feel you can contribute, reach out to us.<\/span><\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>A Covid-19 vaccine will need equitable, global distribution say Rebecca Weintraub, Prashant Yadav and Seth Berkley in a Harvard Business Review article published today. The article highlights the tremendous work that the GAVI organization has been doing for years when it comes to worldwide equality in the accessibility of vaccines. 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