{"id":31201,"date":"2022-05-16T15:00:00","date_gmt":"2022-05-16T15:00:00","guid":{"rendered":"https:\/\/one.sightlinemg.com\/defensenews\/uncategorized\/2022\/05\/16\/the-army-is-building-a-dashboard-to-measure-human-performance\/"},"modified":"2026-08-08T02:38:19","modified_gmt":"2026-08-08T02:38:19","slug":"the-army-is-building-a-dashboard-to-measure-human-performance","status":"publish","type":"post","link":"https:\/\/one.sightlinemg.com\/defensenews\/smr\/force-of-the-future\/2022\/05\/16\/the-army-is-building-a-dashboard-to-measure-human-performance\/","title":{"rendered":"The Army is building a \u2018dashboard\u2019 to measure human performance"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">The Army has long had detailed inventories, checklists and procedures to keep its helicopters, tanks and other equipment running.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Commanders could, at a glance, <a href=\"https:\/\/www.armytimes.com\/news\/your-army\/2021\/09\/17\/squad-and-soldier-performance-may-soon-be-measured-by-a-dashboard\/\" target=\"_blank\">see the readiness <\/a>of their equipment fleet as they prepare for battle. Even on the <a href=\"https:\/\/www.navytimes.com\/news\/2021\/10\/11\/this-army-program-prevented-disease-outbreak-in-a-unit-deploying-to-afghanistan\/?contentQuery=%7B%22section%22%3A%22%2Fhome%22%2C%22exclude%22%3A%22%2Fland%22%2C%22from%22%3A375%2C%22size%22%3A10%7D&#038;contentFeatureId=f0fmoahPVC2AbfL-2-1-8\" target=\"_blank\">personnel front<\/a>, a basic spreadsheet could tell a unit leader who is healthy, who completed the necessary <a href=\"https:\/\/www.militarytimes.com\/news\/2021\/10\/12\/soldiers-have-to-get-more-creative-with-how-they-use-training-ranges\/?contentQuery=%7B%22section%22%3A%22%2Fhome%22%2C%22exclude%22%3A%22%2Fland%22%2C%22from%22%3A75%2C%22size%22%3A10%7D&#038;contentFeatureId=f0fmoahPVC2AbfL-2-1-8\" target=\"_blank\">training<\/a> and who is ready to fight.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">But granular detail on how an individual soldier or groups of soldiers <a href=\"https:\/\/www.armytimes.com\/news\/your-army\/2022\/03\/31\/soldier-performance-study-delivering-data-for-future-commanders\/\" target=\"_blank\">might perform<\/a> has remained tantalizingly out of reach &#8230; until now.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The Army\u2019s Combat Capabilities Development Command has been at work on a kind of soldier\/squad \u201cdashboard\u201d that would put all of that data in a usable form and at a leader\u2019s fingertips.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Measuring and Advancing Soldier Tactical Readiness and Effectiveness, or MASTR-E, kicked off in 2018. Researchers with the command have since transitioned a portion of their work to a more permanent program with 10th Mountain Division at Fort Drum, New York. Other elements are still under research as the command prepares to further test, gather data and refine the software tool for hand off to Army leaders in 2024, officials recently told Army Times.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">And this wasn\u2019t dreamed up in a lab. \u201cOur stakeholders at the outset of this program, initially from the operational community, came to us and said: \u2018We want to know what [are] these critical \u201cX\u201d factors that can predict the ability to sustain performance under tough conditions,\u2019 \u201d said George Matook, MASTR-E program manager.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">They\u2019re doing that with the help of a lot of soldiers who are being measured on everything from marksmanship under stress, to memory and cognitive functions while trudging on treadmills with heavy packs for hours.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1500\" height=\"2248\" src=\"\/wp-content\/uploads\/2026\/08\/ruck-study-physical-arm.jpg.jpg\" alt=\"\" class=\"wp-image-67476\" srcset=\"https:\/\/one.sightlinemg.com\/wp-content\/uploads\/2026\/08\/ruck-study-physical-arm.jpg.jpg 1500w, https:\/\/one.sightlinemg.com\/wp-content\/uploads\/2026\/08\/ruck-study-physical-arm.jpg.jpg?resize=200,300 200w, https:\/\/one.sightlinemg.com\/wp-content\/uploads\/2026\/08\/ruck-study-physical-arm.jpg.jpg?resize=768,1151 768w, https:\/\/one.sightlinemg.com\/wp-content\/uploads\/2026\/08\/ruck-study-physical-arm.jpg.jpg?resize=683,1024 683w, https:\/\/one.sightlinemg.com\/wp-content\/uploads\/2026\/08\/ruck-study-physical-arm.jpg.jpg?resize=1025,1536 1025w, https:\/\/one.sightlinemg.com\/wp-content\/uploads\/2026\/08\/ruck-study-physical-arm.jpg.jpg?resize=1367,2048 1367w\" sizes=\"auto, (max-width: 1500px) 100vw, 1500px\" \/><figcaption class=\"wp-element-caption\">Volunteer soldiers took part in a physical and cognitive stress test study to help researchers build a &#8220;soldier dashboard&#8221; for commanders to monitor unit performance. (Army)<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">The gathering of data in the field, in the lab and from archives of research material all flows into creating baseline information. That info provides a clearer picture on performance expectations, the factors that contribute to high-level performance, and how that can be tweaked or supported to improve performance, Matook said.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The aim is to build a predictive algorithm that not only tracks soldier and unit performance but can pull in data from decades of research. That combined tracking and data library should give commanders a reasonable threshold to know when to rotate a unit out of an exercise \u2014 or otherwise press forward. The two options can be balanced by monitoring sleep, hydration, exertion and mental stress, among other factors.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">That way, just like running a safety check on a vehicle before heading to the field, leaders can perform a \u201cspot check\u201d in real time on their troops.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Some soldiers have done shock tests in a laboratory to measure how they react to stress levels. In early March, 100 soldiers contributed 1,000 hours of test data on stress tests, during which volunteer participants ran through high-fidelity simulations where they were \u201con the lookout\u201d for threats. If they failed to identify or react accordingly, they received a mild shock.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Certainly that shock was a tough bit of feedback, but it was also designed to increase the mental stress on the subject so researchers could measure how well they handled additional stress, said Tad Brunye, a senior cognitive scientist at Combat Capabilities Development Command.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In February, researchers concluded physical stress tests that included incline treadmill walks for two hours with a rucksack containing half the subject\u2019s body weight.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">But beyond the laboratory, squads and platoons are undergoing monitoring of their performance in dayslong field exercises and tests. Scientists are using a host of measurements, devices, tracking and input to identify what makes a soldier perform, strengths and weaknesses, and breaking points for individuals and units.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"2289\" height=\"1651\" src=\"\/wp-content\/uploads\/2026\/08\/MASTR-E-shooting.jpg.jpg\" alt=\"\" class=\"wp-image-67481\" srcset=\"https:\/\/one.sightlinemg.com\/wp-content\/uploads\/2026\/08\/MASTR-E-shooting.jpg.jpg 2289w, https:\/\/one.sightlinemg.com\/wp-content\/uploads\/2026\/08\/MASTR-E-shooting.jpg.jpg?resize=300,216 300w, https:\/\/one.sightlinemg.com\/wp-content\/uploads\/2026\/08\/MASTR-E-shooting.jpg.jpg?resize=768,554 768w, https:\/\/one.sightlinemg.com\/wp-content\/uploads\/2026\/08\/MASTR-E-shooting.jpg.jpg?resize=1024,739 1024w, https:\/\/one.sightlinemg.com\/wp-content\/uploads\/2026\/08\/MASTR-E-shooting.jpg.jpg?resize=1536,1108 1536w, https:\/\/one.sightlinemg.com\/wp-content\/uploads\/2026\/08\/MASTR-E-shooting.jpg.jpg?resize=2048,1477 2048w\" sizes=\"auto, (max-width: 2289px) 100vw, 2289px\" \/><figcaption class=\"wp-element-caption\">A Paratrooper from the 82nd Airborne Division demonstrates marksmanship using laser technology at the Monitoring and Assessing Soldier Tactical Readiness and Effectiveness (MASTR-E) exhibition at Fort Bragg, North Carolina, on June 20, 2018. (Sgt. Gin-Sophie De Bellotte\/Army)<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">April saw new field studies with units running live fires on a range, plus sleep assessments to measure recovery times and performance. Units at Fort Campbell, Kentucky, and Fort Devens, Massachusetts, participated.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Brunye also noted researches have pulled in hundreds of government human performance studies to build their models. For example, they relied on a paper that analyzed 45 laboratory studies on air temperature and cognitive performance dating between 1980 and 2018 to better understand how temperature affects focus.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u201cHeat stress causes the most significant decline in the most attention-demanding tasks,\u201d according to the paper\u2019s authors.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"2592\" height=\"1728\" src=\"\/wp-content\/uploads\/2026\/08\/paratrooper-VR-MASTR-E.jpg.jpg\" alt=\"\" class=\"wp-image-67482\" srcset=\"https:\/\/one.sightlinemg.com\/wp-content\/uploads\/2026\/08\/paratrooper-VR-MASTR-E.jpg.jpg 2592w, https:\/\/one.sightlinemg.com\/wp-content\/uploads\/2026\/08\/paratrooper-VR-MASTR-E.jpg.jpg?resize=300,200 300w, https:\/\/one.sightlinemg.com\/wp-content\/uploads\/2026\/08\/paratrooper-VR-MASTR-E.jpg.jpg?resize=768,512 768w, https:\/\/one.sightlinemg.com\/wp-content\/uploads\/2026\/08\/paratrooper-VR-MASTR-E.jpg.jpg?resize=1024,683 1024w, https:\/\/one.sightlinemg.com\/wp-content\/uploads\/2026\/08\/paratrooper-VR-MASTR-E.jpg.jpg?resize=1536,1024 1536w, https:\/\/one.sightlinemg.com\/wp-content\/uploads\/2026\/08\/paratrooper-VR-MASTR-E.jpg.jpg?resize=2048,1365 2048w\" sizes=\"auto, (max-width: 2592px) 100vw, 2592px\" \/><figcaption class=\"wp-element-caption\">A Paratrooper takes a tour in a stress shoot task using a virtual reality headset at the Monitoring and Assessing Soldier Tactical Readiness and Effectiveness (MASTR-E) exhibition at Fort Bragg, North Carolina, on June 20, 2018. (Sgt. Gin-Sophie De Bellotte\/Army)<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Two researchers at the University of Pennsylvania School of Medicine performed a \u201cmeta study\u201d \u2014 or studies of studies \u2014 to process findings from 70 published articles on sleep deprivation and cognitive speed and accuracy.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The takeaway? Time awake \u2014 not just total sleep in the previous 48 hours \u2014 makes for distinct differences in speed and accuracy performance by test subjects.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The researchers run a major annual evaluation; the most recent event was in June 2021 with 75 soldiers from the 1-325th Airborne Infantry Regiment, 82nd Airborne Division at Fort Devens, Massachusetts.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This June the team expects to run another group of soldiers through a 72-hour field training exercise, all the while monitoring heart rate, hydration, eye tracking, sleep and more.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Soldiers are set to run a 72-hour field exercise while being tracked and monitored with MASTR-E tools.<\/p>\n","protected":false},"author":7,"featured_media":67473,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_yoast_wpseo_meta-robots-noindex":"","_yoast_wpseo_meta-robots-nofollow":"","_yoast_wpseo_canonical":"","_acf":"","_yoast_wpseo_primary_category":155,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","_smg_distribution_targets":[]},"categories":[36,30,26,164,155],"tags":[],"coauthors":[3481],"class_list":["post-31201","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-newsletters","category-smr","category-training-sim","category-training-simulation-report","category-force-of-the-future"],"acf":{"subheadline":"","legacy_arc_id":"ONO2VKLCEFBMRM4KB7G7KM2VVU","arc_canonical_url":"\/news\/your-army\/2022\/05\/16\/the-army-is-building-a-dashboard-to-measure-human-performance\/","remove_feature_photo":false,"is_sponsored":false,"subtype":"","redirect_url":"","disable_inline_ads":false,"native_logo_pretext":"Presented By:"},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.0 (Yoast SEO v28.1) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>The Army is building a \u2018dashboard\u2019 to measure human performance - Defense News<\/title>\n<meta name=\"description\" content=\"Soldiers are set to run a 72-hour field exercise while being tracked and monitored with MASTR-E tools.\" \/>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The Army is building a \u2018dashboard\u2019 to measure human performance\" \/>\n<meta property=\"og:description\" content=\"Soldiers are set to run a 72-hour field exercise while being tracked and monitored with MASTR-E tools.\" \/>\n<meta property=\"og:url\" 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