{"id":4919,"date":"2023-03-23T16:33:52","date_gmt":"2023-03-23T08:33:52","guid":{"rendered":"https:\/\/siacorplab.nus.edu.sg\/?p=4919"},"modified":"2023-03-24T10:45:50","modified_gmt":"2023-03-24T02:45:50","slug":"technical-sharing-session-9-evidence-based-pilot-training-and-grading-in-the-airline-industry-a-multi-level-dynamic-analysis","status":"publish","type":"post","link":"https:\/\/siacorplab.nus.edu.sg\/technical-sharing-session-9-evidence-based-pilot-training-and-grading-in-the-airline-industry-a-multi-level-dynamic-analysis\/","title":{"rendered":"Technical Sharing Session #9 &#8211; Evidence-Based Pilot Training and Grading in the Airline Industry: A Multi-Level, Dynamic Analysis"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"4919\" class=\"elementor elementor-4919\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-53628ea elementor-section-full_width elementor-section-height-min-height elementor-section-height-default elementor-section-items-middle\" data-id=\"53628ea\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7640c85\" data-id=\"7640c85\" data-element_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-47bf00c elementor-widget elementor-widget-heading\" data-id=\"47bf00c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Evidence-Based Pilot Training and Grading in the Airline Industry: A Multi-Level, Dynamic Analysis <\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e44063a elementor-widget elementor-widget-heading\" data-id=\"e44063a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Technical Sharing Session #9<\/h2>\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-0b86b86 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0b86b86\" data-element_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-5d88b76\" data-id=\"5d88b76\" data-element_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-d9384b1 elementor-widget elementor-widget-spacer\" data-id=\"d9384b1\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\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-6507c0d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6507c0d\" data-element_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-6b20c4e\" data-id=\"6b20c4e\" data-element_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-dd1661a elementor-widget elementor-widget-image\" data-id=\"dd1661a\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1655\" height=\"842\" src=\"https:\/\/siacorplab.nus.edu.sg\/wp-content\/uploads\/2023\/03\/Ge-Qingyin-1.png\" class=\"attachment-full size-full wp-image-4928\" alt=\"\" srcset=\"https:\/\/siacorplab.nus.edu.sg\/wp-content\/uploads\/2023\/03\/Ge-Qingyin-1.png 1655w, https:\/\/siacorplab.nus.edu.sg\/wp-content\/uploads\/2023\/03\/Ge-Qingyin-1-300x153.png 300w, https:\/\/siacorplab.nus.edu.sg\/wp-content\/uploads\/2023\/03\/Ge-Qingyin-1-1024x521.png 1024w, https:\/\/siacorplab.nus.edu.sg\/wp-content\/uploads\/2023\/03\/Ge-Qingyin-1-768x391.png 768w, https:\/\/siacorplab.nus.edu.sg\/wp-content\/uploads\/2023\/03\/Ge-Qingyin-1-1536x781.png 1536w\" sizes=\"(max-width: 1655px) 100vw, 1655px\" \/>\t\t\t\t\t\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-82c4c07 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"82c4c07\" data-element_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-f182d7a\" data-id=\"f182d7a\" data-element_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-b6fc9bc elementor-widget elementor-widget-spacer\" data-id=\"b6fc9bc\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\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-c542254 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c542254\" data-element_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-4779cea\" data-id=\"4779cea\" data-element_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-59f924a elementor-widget elementor-widget-text-editor\" data-id=\"59f924a\" data-element_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<table width=\"886\"><tbody><tr><td width=\"65\"><strong>Title of Talk<\/strong><\/td><td width=\"821\">Evidence-Based Pilot Training and Grading in the Airline Industry: A Multi-Level, Dynamic Analysis<\/td><\/tr><tr><td width=\"65\"><strong>Presenter<\/strong><\/td><td width=\"821\">Qingyin Ge (3rd year PhD student), supervised by Professor Jussi Keppo, A\/P Tan Chuan HooInstitute of Operations Research and Analytics, NUSWP2, SIA-NUS Digital Aviation Corp Lab<\/td><\/tr><tr><td width=\"65\"><strong>Date<\/strong><\/td><td width=\"821\">23<sup>th<\/sup> March 2023, Thursday<\/td><\/tr><tr><td width=\"65\"><strong>Synopsis<\/strong><\/td><td width=\"821\"><p>Achieving reliable grading across trainees is precursor to effective competency development in industry, such as the aviation industry where continuous improvement in pilot\u2019s professional knowledge is crucial. Grading data is an important digital asset to a company in terms of gaining understanding of the competence level of its knowledge workers, such as pilots. The direct output of quality grading data is the design of training programs. Achieve grading reliability that varies across assessors is an enduring quest for excellence due to its nature of subjective and situational judgement. Here, we study assessors\u2019 grading practices in pilot training sessions of SIA. Specifically, we seek to understand:<br \/>1. What are the salient situational factors affecting the trainee grades?<br \/>2. If so, can non-invasive intervention such as refreshing workshop articulating the grading expectation and criteria, change the\u00a0\u00a0 grading behaviour of the assessors?<\/p><p>By answering the two questions, we seek to provide instrumental suggestions to the partnering airline company on salient aspects to be mindful of when deriving training programs and grading assessment sessions. Based on a set of grading data obtained, we seek to identify salient factors that could have contributed to the grades that the trainees received. We observed assessor, training session timing, and nature of the grading dimensions could explain for variation in the grading scores. Furthermore, we observed that the bulk of the grades is hovering around the mid-point of 3 (scoring range of 1 to 5). This makes the discrimination of pilots who are supposedly vary in their competencies more challenging. To address this issue, a refreshing workshop on grading for assessors was conducted in reiterating the grading expectations and criteria. Interestingly, we observed assessors graded more variably, resulting in more informative grading. Overall, the quest for reliable grading is ongoing and this paper reports the preliminary findings we made.<\/p><\/td><\/tr><\/tbody><\/table>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e20d58c elementor-widget elementor-widget-spacer\" data-id=\"e20d58c\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\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>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Evidence-Based Pilot Training and Grading in the Airline Industry: A Multi-Level, Dynamic Analysis Technical Sharing Session #9 Title of Talk Evidence-Based Pilot Training and Grading in the Airline Industry: A Multi-Level, Dynamic Analysis Presenter Qingyin Ge (3rd year PhD student), supervised by Professor Jussi Keppo, A\/P Tan Chuan HooInstitute of Operations Research and Analytics, NUSWP2, [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":4927,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[30],"tags":[],"class_list":["post-4919","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technical-sharing-session"],"acf":[],"_links":{"self":[{"href":"https:\/\/siacorplab.nus.edu.sg\/wp-json\/wp\/v2\/posts\/4919"}],"collection":[{"href":"https:\/\/siacorplab.nus.edu.sg\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/siacorplab.nus.edu.sg\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/siacorplab.nus.edu.sg\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/siacorplab.nus.edu.sg\/wp-json\/wp\/v2\/comments?post=4919"}],"version-history":[{"count":10,"href":"https:\/\/siacorplab.nus.edu.sg\/wp-json\/wp\/v2\/posts\/4919\/revisions"}],"predecessor-version":[{"id":4968,"href":"https:\/\/siacorplab.nus.edu.sg\/wp-json\/wp\/v2\/posts\/4919\/revisions\/4968"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/siacorplab.nus.edu.sg\/wp-json\/wp\/v2\/media\/4927"}],"wp:attachment":[{"href":"https:\/\/siacorplab.nus.edu.sg\/wp-json\/wp\/v2\/media?parent=4919"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/siacorplab.nus.edu.sg\/wp-json\/wp\/v2\/categories?post=4919"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/siacorplab.nus.edu.sg\/wp-json\/wp\/v2\/tags?post=4919"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}