{"id":5561,"date":"2024-08-21T12:34:22","date_gmt":"2024-08-21T16:34:22","guid":{"rendered":"https:\/\/ergokinox.com\/lms-event-data-a-misleading-indicator-for-workplace-prevention\/"},"modified":"2025-06-11T15:31:48","modified_gmt":"2025-06-11T19:31:48","slug":"lms-event-data-a-misleading-indicator-for-workplace-prevention","status":"publish","type":"post","link":"https:\/\/ergokinox.com\/en\/lms-event-data-a-misleading-indicator-for-workplace-prevention\/","title":{"rendered":"MSD event data: a misleading indicator for workplace prevention"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"5561\" class=\"elementor elementor-5561 elementor-1265\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-57b6d20c e-flex e-con-boxed e-con e-parent\" data-id=\"57b6d20c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-52d4d14 elementor-widget elementor-widget-heading\" data-id=\"52d4d14\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">ARTICLE<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3308e339 elementor-widget elementor-widget-heading\" data-id=\"3308e339\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">MSD event data: a misleading indicator for workplace prevention<\/h1>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b40283a e-con-full e-flex e-con e-child\" data-id=\"b40283a\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2cf83ef elementor-widget elementor-widget-heading\" data-id=\"2cf83ef\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">FOREWORD<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e3c9a4f elementor-widget elementor-widget-text-editor\" data-id=\"e3c9a4f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tFor most occupational health and safety departments within organizations, recorded event data is a compass for identifying critical positions requiring intervention.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-da7b142 elementor-widget elementor-widget-text-editor\" data-id=\"da7b142\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>This approach, although useful, has its limitations.<\/p><p>By focusing solely on these past events, many organizations risk obscuring crucial issues that do not appear in the statistics but which nevertheless cause long-term damage.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-64b65a3 elementor-widget elementor-widget-text-editor\" data-id=\"64b65a3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>Why do organizations use data from recorded MSD events?<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2f377b elementor-widget elementor-widget-text-editor\" data-id=\"2f377b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>The common goal of organizations is to avoid musculoskeletal disorders (MSDs), which are serious for workers and costly for the organization. An MSD means a prolonged work stoppage, expensive medical care, and in some cases, functional limitations. For the company, this translates into a loss of productivity, an increase in direct and indirect costs, and a negative impact on employee morale.<\/p><p>Before the ergonomic issues at a workstation or department become more pronounced, <a href=\"https:\/\/www.ergokinox.com\/indicateurs-ergonomiques\/\">the first \u201cergonomic\u201d indicators<\/a> surface like the first symptoms of an illness. At that point, if the causes are not identified and corrected, musculoskeletal disorders (MSDs) can develop into MSD events.<\/p><p>Instinctively, most organizations therefore rely mainly on data from recorded events to guide their future preventive actions and target the positions on which to intervene. Although this information is useful, it only tells part of the story.<\/p><p>Here are two reasons why it is necessary to go beyond these figures to truly prevent MSDs in your organization instead of just reacting to them:<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bffc156 elementor-widget elementor-widget-text-editor\" data-id=\"bffc156\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>The \u201chealthy worker survivor effect\u201d: an unknown bias<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4352a2f elementor-widget elementor-widget-text-editor\" data-id=\"4352a2f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Have you ever noticed that certain difficult positions always seem to be occupied by the same type of workers? This phenomenon, known as the <em>\u201chealthy worker survivor effect\u201d<\/em>, can distort our perception of the real risks affecting certain positions. Generally, the employees who persist in the job are those who can best tolerate its difficult conditions, while their more vulnerable colleagues have left or simply changed (\u2026).<\/p><p><strong>The result?<\/strong><\/p><p>Statistics on events involving MSDs for these jobs may appear artificially low, masking the presence of real risks.<\/p><p>Finally, <a href=\"https:\/\/www.ergokinox.com\/indicateurs-ergonomiques\/\">a high turnover rate or difficulty in attracting new employees to a department <\/a>or a specific job are warning signs, not shown in the MSD statistics, that managers should not ignore.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a8bbc8a elementor-widget elementor-widget-text-editor\" data-id=\"a8bbc8a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Cumulative effort: the silent enemy<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-03df8ea elementor-widget elementor-widget-text-editor\" data-id=\"03df8ea\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Imagine a worker who does not handle any significant loads, but who, day after day, is subjected to repeated movements or restrictive postures without ever complaining or taking time off.<\/p><p>On paper, no MSD event is recorded.<\/p><p>However, the cumulative load over days, weeks and years gradually weakens the body. This slow and insidious wear and tear does not appear in the event statistics, but it represents a real risk to the long-term health of workers and the productivity of the company. It is a cumulative injury.<\/p><p>Managers must remain vigilant in the face of <a href=\"https:\/\/www.ergokinox.com\/indicateurs-ergonomiques\/\">a frequent inability to meet production targets<\/a>, as this can be a sign of fatigue resulting from excessive exposure to various risk factors.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e3d79fe elementor-widget elementor-widget-text-editor\" data-id=\"e3d79fe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Beyond the numbers: a comprehensive and proactive approach<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2b5baa8 elementor-widget elementor-widget-text-editor\" data-id=\"2b5baa8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Adopting a broader vision and a proactive attitude is essential to prevent issues affecting workers at source.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e18634c e-con-full e-flex e-con e-child\" data-id=\"e18634c\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-0d71b8c e-con-full e-flex e-con e-child\" data-id=\"0d71b8c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e4754e1 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"e4754e1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Here are a few points on the recommended intervention approach to anticipate issues instead of reacting to them:<\/p><ol><li><strong>Listen to your workers:<\/strong> Their perceptions and feelings are valuable in detecting problems before they become statistics.<\/li><li><strong>Establish a diagnosis: <\/strong>This makes it possible to precisely target the problems to be solved and establish priorities for action beyond the recorded events.<\/li><li><strong>Assessing constraints, especially those that are often underrepresented in event data:<\/strong> Analyze workstations to identify and document risk factors (biomechanical\/organizational\/environmental), even in the absence of complaints.<\/li><li><strong>Taking action:<\/strong> Expertise is then translated into concrete and feasible solutions, in collaboration with workers and the various levels of the organization.<\/li><li><strong>Reassess, train and raise awareness:<\/strong> A culture of prevention requires all company stakeholders to understand the risks and preventive actions to be monitored to optimize prevention investments.<\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2b58e58 e-con-full e-flex e-con e-child\" data-id=\"2b58e58\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-02ea6ed elementor-widget elementor-widget-image\" data-id=\"02ea6ed\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/ergokinox.com\/wp-content\/uploads\/2024\/08\/LMS-anglais-1024x576.png\" class=\"attachment-large size-large wp-image-5787\" alt=\"This visual from Ergokinox contrasts two organizational approaches to ergonomics. On the left, the organization focused on recorded event data reacts to problems after they arise, resulting in high costs related to healthcare, insurance claims, and lost productivity. On the right, the proactive organization integrates ergonomics into the design of systems and processes, reducing risks at the source and achieving sustainable savings. This approach promotes prevention through targeted ergonomic diagnostics.\" srcset=\"https:\/\/ergokinox.com\/wp-content\/uploads\/2024\/08\/LMS-anglais-1024x576.png 1024w, https:\/\/ergokinox.com\/wp-content\/uploads\/2024\/08\/LMS-anglais-300x169.png 300w, https:\/\/ergokinox.com\/wp-content\/uploads\/2024\/08\/LMS-anglais-768x432.png 768w, https:\/\/ergokinox.com\/wp-content\/uploads\/2024\/08\/LMS-anglais-1536x864.png 1536w, https:\/\/ergokinox.com\/wp-content\/uploads\/2024\/08\/LMS-anglais.png 1920w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d240933 elementor-widget elementor-widget-text-editor\" data-id=\"d240933\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>In short, although MSD event data is important, it should not be your only guide.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6018446b elementor-align-left elementor-mobile-align-left elementor-widget-mobile__width-inherit elementor-widget elementor-widget-button\" data-id=\"6018446b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/ergokinox.com\/en\/blog\/\">\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\">Back to blog<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>For most occupational health and safety departments within organizations, recorded event data is a compass for identifying critical positions requiring intervention.<\/p>\n","protected":false},"author":3,"featured_media":5164,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-5561","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-non-categorise"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - 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