{"id":1382,"date":"2024-05-23T22:23:07","date_gmt":"2024-05-23T20:23:07","guid":{"rendered":"https:\/\/guillaume-guerard.com\/?page_id=1382"},"modified":"2024-05-23T22:47:05","modified_gmt":"2024-05-23T20:47:05","slug":"identification-des-methodes","status":"publish","type":"page","link":"https:\/\/guillaume-guerard.com\/en\/cours-de-methodologie\/identification-des-methodes\/","title":{"rendered":"Method Identification 101"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"1382\" class=\"elementor elementor-1382\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ab59ee1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ab59ee1\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-6bd3876\" data-id=\"6bd3876\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e38185b elementor-align-justify elementor-widget elementor-widget-button\" data-id=\"e38185b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/guillaume-guerard.com\/en\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Welcome<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-65edb1b\" data-id=\"65edb1b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4c70fcf elementor-align-justify elementor-widget elementor-widget-button\" data-id=\"4c70fcf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/complex-systems-ai.com\/\" target=\"_blank\" rel=\"noopener\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Data Science<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d0a808a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d0a808a\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-32cfc65\" data-id=\"32cfc65\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b51b9b8 elementor-widget elementor-widget-text-editor\" data-id=\"b51b9b8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>This chapter focuses on the critical evaluation and identification of research methods in order to improve the relevance and innovation of the approaches used in a project. It provides a detailed framework for evaluating existing methods and adapting them to the specific needs of the project, ensuring that research is both robust and state-of-the-art.<\/p><p><img decoding=\"async\" class=\"alignnone wp-image-49 size-thumbnail\" src=\"http:\/\/guillaume-guerard.com\/wp-content\/uploads\/2023\/07\/logo_sc-150x150.png\" alt=\"identification des m\u00e9thodes\" width=\"150\" height=\"150\" srcset=\"https:\/\/guillaume-guerard.com\/wp-content\/uploads\/2023\/07\/logo_sc-150x150.png 150w, https:\/\/guillaume-guerard.com\/wp-content\/uploads\/2023\/07\/logo_sc-70x70.png 70w, https:\/\/guillaume-guerard.com\/wp-content\/uploads\/2023\/07\/logo_sc-125x125.png 125w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4f60b75 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4f60b75\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4865088\" data-id=\"4865088\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8746f47 elementor-widget elementor-widget-heading\" data-id=\"8746f47\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Page contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Contents\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/guillaume-guerard.com\/en\/cours-de-methodologie\/identification-des-methodes\/#Identification_des_methodes\" >Identification of methods<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/guillaume-guerard.com\/en\/cours-de-methodologie\/identification-des-methodes\/#Developpement_de_criteres_devaluation\" >Development of evaluation criteria<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/guillaume-guerard.com\/en\/cours-de-methodologie\/identification-des-methodes\/#Analyse_comparative\" >Comparative analysis<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/guillaume-guerard.com\/en\/cours-de-methodologie\/identification-des-methodes\/#Ateliers_dadaptation\" >Adaptation workshops<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/guillaume-guerard.com\/en\/cours-de-methodologie\/identification-des-methodes\/#Boucles_de_feedback\" >Feedback loops<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"elementor-heading-title elementor-size-default\"><span class=\"ez-toc-section\" id=\"Identification_des_methodes\"><\/span>Identification of methods<span class=\"ez-toc-section-end\"><\/span><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4cb5017 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4cb5017\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3548441\" data-id=\"3548441\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e4d2f4e elementor-widget elementor-widget-text-editor\" data-id=\"e4d2f4e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>A <a href=\"https:\/\/guillaume-guerard.com\/en\/cours-de-methodologie\/etat-de-lart-scientifique\/\">literature review<\/a> A thorough understanding is fundamental to understanding what methodologies have been used in the field, how they have evolved, and their impact. Use the keywords defined earlier in the mindmapping session to find research articles solving this or a similar problem.<\/p><p>Conduct a comprehensive search for academic articles, conference proceedings, and patents to bring together a wide range of methodologies. This research should focus on successful applications and noted failures to provide a balanced view.<\/p><p>Organize the collected methodologies into categories according to their objectives, <a href=\"https:\/\/guillaume-guerard.com\/en\/cours-de-methodologie\/parfaire-la-section-resultats\/\">results<\/a> and areas of application, which helps identify patterns and trends in methodological development.<\/p><p><img fetchpriority=\"high\" decoding=\"async\" class=\"alignnone wp-image-1388 size-full\" src=\"http:\/\/guillaume-guerard.com\/wp-content\/uploads\/2024\/05\/methodes1.png\" alt=\"m\u00e9thodes\" width=\"469\" height=\"409\" srcset=\"https:\/\/guillaume-guerard.com\/wp-content\/uploads\/2024\/05\/methodes1.png 469w, https:\/\/guillaume-guerard.com\/wp-content\/uploads\/2024\/05\/methodes1-300x262.png 300w, https:\/\/guillaume-guerard.com\/wp-content\/uploads\/2024\/05\/methodes1-14x12.png 14w\" sizes=\"(max-width: 469px) 100vw, 469px\" \/><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b0397a1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b0397a1\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c8ef192\" data-id=\"c8ef192\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-69b7832 elementor-widget elementor-widget-heading\" data-id=\"69b7832\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><span class=\"ez-toc-section\" id=\"Developpement_de_criteres_devaluation\"><\/span>Development of evaluation criteria<span class=\"ez-toc-section-end\"><\/span><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-48de530 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"48de530\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7c65c72\" data-id=\"7c65c72\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-417c924 elementor-widget elementor-widget-text-editor\" data-id=\"417c924\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Developing robust evaluation criteria is crucial for assessing the suitability of each <a href=\"https:\/\/guillaume-guerard.com\/en\/cours-de-methodologie\/parfaire-la-methodologie\/\">method<\/a> :<\/p><p><strong>Efficiency<\/strong> : Measure the success rate of the <a href=\"https:\/\/guillaume-guerard.com\/en\/cours-de-methodologie\/\">methodology<\/a> in achieving its planned results during past implementations.<\/p><p><strong>Efficiency<\/strong> : Evaluate the resources required by the methodology, including time, budget and labor, and its effectiveness in using these resources.<\/p><p><strong>Scalability<\/strong> : Assess whether the methodology can be scaled based on the scope of the project and available resources.<\/p><p><strong>Reproducibility<\/strong> : Consider how easily the method can be replicated in different environments or with different teams.<\/p><p><strong>Ethical considerations<\/strong> : Ensure that methodologies respect ethical standards, particularly in areas involving human or animal subjects.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e54d7de elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e54d7de\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-a185f22\" data-id=\"a185f22\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ecc800f elementor-widget elementor-widget-heading\" data-id=\"ecc800f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><span class=\"ez-toc-section\" id=\"Analyse_comparative\"><\/span>Comparative analysis<span class=\"ez-toc-section-end\"><\/span><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c2cf384 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c2cf384\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-20c4abd\" data-id=\"20c4abd\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b974267 elementor-widget elementor-widget-text-editor\" data-id=\"b974267\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Conducting a comparative analysis allows researchers to objectively evaluate each methodology against the specific needs of the project:<\/p><p><strong>Development of a matrix<\/strong> : Create a matrix to compare each methodology against the evaluation criteria. This visual comparison helps highlight the strengths and weaknesses of each method at a glance.<\/p><p><img decoding=\"async\" class=\"alignnone wp-image-1389 size-full\" src=\"http:\/\/guillaume-guerard.com\/wp-content\/uploads\/2024\/05\/methodes2.png\" alt=\"m\u00e9thodes\" width=\"473\" height=\"576\" srcset=\"https:\/\/guillaume-guerard.com\/wp-content\/uploads\/2024\/05\/methodes2.png 473w, https:\/\/guillaume-guerard.com\/wp-content\/uploads\/2024\/05\/methodes2-246x300.png 246w, https:\/\/guillaume-guerard.com\/wp-content\/uploads\/2024\/05\/methodes2-10x12.png 10w\" sizes=\"(max-width: 473px) 100vw, 473px\" \/><\/p><p><strong>Contextual fit<\/strong> : Discuss the performance of each methodology under the specific conditions of the current project. This includes consideration of environmental, cultural and technological factors that could influence effectiveness.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a324e23 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a324e23\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0b30654\" data-id=\"0b30654\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-bdd5bb3 elementor-widget elementor-widget-heading\" data-id=\"bdd5bb3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><span class=\"ez-toc-section\" id=\"Ateliers_dadaptation\"><\/span>Adaptation workshops<span class=\"ez-toc-section-end\"><\/span><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-04d59dd elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"04d59dd\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-d3a13d0\" data-id=\"d3a13d0\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c17b254 elementor-widget elementor-widget-text-editor\" data-id=\"c17b254\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Adapting and innovating on existing research methodologies is crucial to adapt them to the specific needs of the project and advance the field. These workshops serve as collaborative spaces where researchers can apply modifications to existing methodologies and evaluate their effectiveness in real time:<\/p><p><strong>Scenario-based training<\/strong> : Participants are given specific scenarios that reflect real-world challenges, requiring them to adapt methodologies accordingly. This helps to understand the implications of each change in a controlled environment.<\/p><p><strong>Interdisciplinary groups<\/strong> : Including professionals from diverse disciplines in these workshops encourages the integration of diverse perspectives and techniques, fostering innovative adaptations.<\/p><p><strong>Facilitator orientation<\/strong> : Expert facilitators guide the adaptation process, providing insights into best practices and potential pitfalls. They help ensure that changes are scientifically sound and practically viable.<\/p><p>These sessions encourage the development of entirely new approaches or significant improvements to existing methods:<\/p><p><strong>Brainstorming techniques<\/strong> : Using structured brainstorming techniques such as mind mapping or SCAMPER (Substitute, Combine, Adapt, Modify, Repurpose, Eliminate, Reverse) to generate new ideas.<\/p><p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-1390 size-full\" src=\"http:\/\/guillaume-guerard.com\/wp-content\/uploads\/2024\/05\/SCAMPER.png\" alt=\"SCAMPER\" width=\"956\" height=\"471\" srcset=\"https:\/\/guillaume-guerard.com\/wp-content\/uploads\/2024\/05\/SCAMPER.png 956w, https:\/\/guillaume-guerard.com\/wp-content\/uploads\/2024\/05\/SCAMPER-300x148.png 300w, https:\/\/guillaume-guerard.com\/wp-content\/uploads\/2024\/05\/SCAMPER-768x378.png 768w, https:\/\/guillaume-guerard.com\/wp-content\/uploads\/2024\/05\/SCAMPER-18x9.png 18w\" sizes=\"(max-width: 956px) 100vw, 956px\" \/><\/p><p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-1391 size-full\" src=\"http:\/\/guillaume-guerard.com\/wp-content\/uploads\/2024\/05\/SCAMPER2.png\" alt=\"SCAMPER\" width=\"656\" height=\"420\" srcset=\"https:\/\/guillaume-guerard.com\/wp-content\/uploads\/2024\/05\/SCAMPER2.png 656w, https:\/\/guillaume-guerard.com\/wp-content\/uploads\/2024\/05\/SCAMPER2-300x192.png 300w, https:\/\/guillaume-guerard.com\/wp-content\/uploads\/2024\/05\/SCAMPER2-18x12.png 18w\" sizes=\"(max-width: 656px) 100vw, 656px\" \/><\/p><p><strong>Technological integration<\/strong> : Exploring how new technologies can be integrated into existing methods to improve their efficiency, accuracy or reach. For example, incorporating artificial intelligence and machine learning tools to automate data analysis.<\/p><p><strong>Prototype development<\/strong> : Encouraging the creation of prototypes for new methodologies and testing them in pilot studies to assess their feasibility and effectiveness.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b77b10f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b77b10f\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8354518\" data-id=\"8354518\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1482136 elementor-widget elementor-widget-heading\" data-id=\"1482136\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><span class=\"ez-toc-section\" id=\"Boucles_de_feedback\"><\/span>Feedback loops<span class=\"ez-toc-section-end\"><\/span><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f642c9f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f642c9f\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-9c30e8e\" data-id=\"9c30e8e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-efc1b02 elementor-widget elementor-widget-text-editor\" data-id=\"efc1b02\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Establishing effective feedback mechanisms is essential for the continuous improvement of appropriate methodologies; conduct peer reviews of suitable methods to gather critical feedback and suggestions for further refinement. Involve project stakeholders, including non-experts, in reviewing suitable methodologies to ensure that they meet the broader project objectives and are understandable and applicable by all project participants.<\/p><p>By providing hands-on training and facilitating adaptation and innovation of research methodologies, this section equips researchers with the tools and skills necessary to customize methods to their specific project requirements. It ensures that research remains cutting-edge and relevant, capable of addressing the unique challenges and opportunities presented by each new project.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Home Data Science This chapter focuses on critical evaluation and identification of research methods in order to improve\u2026 <\/p>","protected":false},"author":1,"featured_media":0,"parent":47,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"footnotes":""},"class_list":["post-1382","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/guillaume-guerard.com\/en\/wp-json\/wp\/v2\/pages\/1382","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/guillaume-guerard.com\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/guillaume-guerard.com\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/guillaume-guerard.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/guillaume-guerard.com\/en\/wp-json\/wp\/v2\/comments?post=1382"}],"version-history":[{"count":10,"href":"https:\/\/guillaume-guerard.com\/en\/wp-json\/wp\/v2\/pages\/1382\/revisions"}],"predecessor-version":[{"id":1401,"href":"https:\/\/guillaume-guerard.com\/en\/wp-json\/wp\/v2\/pages\/1382\/revisions\/1401"}],"up":[{"embeddable":true,"href":"https:\/\/guillaume-guerard.com\/en\/wp-json\/wp\/v2\/pages\/47"}],"wp:attachment":[{"href":"https:\/\/guillaume-guerard.com\/en\/wp-json\/wp\/v2\/media?parent=1382"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}