{"id":931,"date":"2026-08-06T15:47:26","date_gmt":"2026-08-06T15:47:26","guid":{"rendered":"https:\/\/dmi1dev.wpenginepowered.com\/?page_id=931"},"modified":"2026-08-13T18:53:47","modified_gmt":"2026-08-13T18:53:47","slug":"forecasting-modeling-outbreak-analytics","status":"publish","type":"page","link":"https:\/\/stories.cste.org\/?page_id=931","title":{"rendered":"Forecasting, Modeling, &#038; Outbreak Analytics"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; next_background_color=&#8221;#00165e&#8221; disabled_on=&#8221;on|off|off&#8221; admin_label=&#8221;Header&#8221; _builder_version=&#8221;4.23.1&#8243; background_color=&#8221;#00165e&#8221; background_enable_image=&#8221;off&#8221; background_size=&#8221;contain&#8221; background_position=&#8221;bottom_center&#8221; background_video_mp4=&#8221;https:\/\/stories.cste.org\/wp-content\/uploads\/2023\/12\/Abstract-moving-blue-background.mp4&#8243; height=&#8221;438px&#8221; custom_margin=&#8221;-48px||||false|false&#8221; custom_padding=&#8221;5px||0vw||false|false&#8221; bottom_divider_style=&#8221;asymmetric2&#8243; animation_direction=&#8221;top&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.23.1&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.23.1&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_image src=&#8221;https:\/\/stories.cste.org\/wp-content\/uploads\/2025\/03\/Site-Logo_v3.png&#8221; title_text=&#8221;Site-Logo_v3&#8243; align=&#8221;center&#8221; _builder_version=&#8221;4.23.1&#8243; _module_preset=&#8221;default&#8221; width=&#8221;30%&#8221; width_tablet=&#8221;30%&#8221; width_phone=&#8221;30%&#8221; width_last_edited=&#8221;on|phone&#8221; max_width=&#8221;88%&#8221; custom_margin=&#8221;39px||||false|false&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.23.1&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;#00165e&#8221; background_enable_image=&#8221;off&#8221; background_position=&#8221;top_center&#8221; background_vertical_offset=&#8221;6%&#8221; custom_margin=&#8221;||-3px|||&#8221; custom_padding=&#8221;52px||82px|||&#8221; bottom_divider_style=&#8221;waves2&#8243; bottom_divider_color=&#8221;#00165e&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.23.1&#8243; _module_preset=&#8221;default&#8221; animation_style=&#8221;slide&#8221; animation_direction=&#8221;bottom&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.23.1&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.23.1&#8243; _module_preset=&#8221;default&#8221; header_text_align=&#8221;center&#8221; header_font_size=&#8221;37px&#8221; background_color=&#8221;#FFFFFF&#8221; custom_margin=&#8221;||||false|false&#8221; custom_padding=&#8221;12px|21px|12px|21px|true|true&#8221; hover_enabled=&#8221;0&#8243; border_radii=&#8221;on|14px|14px|14px|14px&#8221; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;]<\/p>\n<h1 style=\"text-align: center;\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/stories.cste.org\/wp-content\/uploads\/2026\/08\/Picture2-150x150.png\" width=\"150\" height=\"150\" alt=\"\" class=\"wp-image-927 alignnone size-thumbnail\" \/><\/h1>\n<h1 style=\"text-align: center;\"><strong><span data-contrast=\"none\" xml:lang=\"EN-US\" lang=\"EN-US\" class=\"TextRun SCXW241870762 BCX0\"><span class=\"NormalTextRun SCXW241870762 BCX0\" data-ccp-charstyle=\"normaltextrun\" data-ccp-charstyle-defn=\"{&quot;ObjectId&quot;:&quot;f6974d7e-052d-477b-9b4a-24bc7e0046dc|6&quot;,&quot;ClassId&quot;:1073872969,&quot;Properties&quot;:[469775450,&quot;normaltextrun&quot;,201340122,&quot;1&quot;,134233614,&quot;true&quot;,469778129,&quot;normaltextrun&quot;,335572020,&quot;1&quot;,469778324,&quot;Default Paragraph Font&quot;]}\"><a href=\"https:\/\/stories.cste.org\/wp-content\/uploads\/2024\/08\/Enterprise-Approach-to-Data-Systems-Modernization.pdf\"><span data-contrast=\"none\" xml:lang=\"EN-US\" lang=\"EN-US\" class=\"TextRun SCXW96602182 BCX0\"><span class=\"NormalTextRun SCXW96602182 BCX0\" data-ccp-charstyle=\"normaltextrun\" data-ccp-charstyle-defn=\"{&quot;ObjectId&quot;:&quot;24e7ed36-6e47-4527-94c1-2db41b6c814f|42&quot;,&quot;ClassId&quot;:1073872969,&quot;Properties&quot;:[469775450,&quot;normaltextrun&quot;,201340122,&quot;1&quot;,134233614,&quot;true&quot;,469778129,&quot;normaltextrun&quot;,335572020,&quot;1&quot;,469778324,&quot;Default Paragraph Font&quot;]}\"><span>Forecasting, Modeling, &amp; Outbreak Analytics<\/span><\/span><\/span><\/a><br \/>\n<\/span><\/span><\/strong><\/h1>\n<p><strong><\/strong><\/p>\n<p><b><span data-contrast=\"auto\"><\/span><\/b><\/p>\n<p><b><span data-contrast=\"auto\"><\/span><\/b><\/p>\n<p><b><span data-contrast=\"auto\"><\/span><\/b><\/p>\n<div class=\"elementToProof\"><b>Definition<\/b><\/div>\n<div class=\"elementToProof\">\n<p>Forecasting, modeling, and outbreak analytics use data, epidemiologic methods, and computational tools to describe and anticipate how diseases may spread, estimate the potential impact of public health threats, and evaluate possible response strategies. These approaches transform surveillance and laboratory data into actionable insights that help public health agencies detect emerging trends, understand transmission dynamics, estimate disease burden, and support timely, evidence-informed public health decision-making. These tools enable state, Tribal, local, and territorial health agencies to allocate resources effectively, communicate risk, evaluate interventions, and improve preparedness for both routine and emerging public health threats.\n<\/p><\/div>\n<p><\/p>\n<div class=\"elementToProof\"><b>National Picture<\/b><\/div>\n<div class=\"elementToProof\"><span>Recent infectious disease outbreaks have highlighted the importance of forecasting, modeling, and outbreak analytics as essential components of public health decision-making. Federal, state, Tribal, local, and territorial public health agencies have expanded their capacity to use advanced analytics to detect emerging threats, anticipate disease trends, and guide response activities. A key milestone in strengthening this national capability was the establishment of CDC&#8217;s Center for Forecasting and Outbreak Analytics (<\/span><span><a href=\"https:\/\/www.cdc.gov\/forecast-outbreak-analytics\/index.html\" id=\"OWAc5d99dd3-29e2-87b4-72d2-d6f126a36525\" class=\"OWAAutoLink\" rel=\"noopener noreferrer\" target=\"_blank\" heap-ignore=\"true\"><u>CFA<\/u><\/a><\/span><span>), which advances the use of data, modeling, and analytics to support preparedness and response for infectious disease threats. CFA works closely with public health agencies, academic partners, and other organizations to develop forecasting tools, improve outbreak analytics, and translate complex analyses into actionable information for decision-makers. CFA formed a network of partners called \u201c<\/span><span><a href=\"https:\/\/insightnet.us\/\" id=\"OWA2e6303ac-69d7-1f0e-57c3-2c79a2fdc23d\" class=\"OWAAutoLink\" rel=\"noopener noreferrer\" target=\"_blank\" heap-ignore=\"true\"><u>Insight Net<\/u><\/a><\/span><span>\u201d to build capacity and partnerships across the nation.<\/span><\/div>\n<div class=\"elementToProof\">\n<p>CFA\u2019s efforts complement a broader landscape of forecasting and analytics activities taking place across CDC programs, other federal agencies, academic institutions, healthcare organizations, and health departments. As health departments continue to modernize data systems and expand analytical capacity, forecasting, modeling, and outbreak analytics are becoming integral to routine public health practice and these stories describe and celebrate the success of health departments in advancing this work and the use of these tools in public health practice to support faster detection of emerging threats, informed decision-making, and effective responses to protect community health.<\/p>\n<\/div>\n<p><span data-ccp-props=\"{}\"><\/span><\/p>\n<ul>\n<li><a href=\"https:\/\/stories.cste.org\/wp-content\/uploads\/2026\/08\/CalCAT-Californias-use-of-infectious-disease-modeling-in-public-health-response-Dashboard-data-visualization-cluster-detection.pdf\" target=\"_blank\" rel=\"noopener\">CalCAT: California\u2019s use of infectious disease modeling in public health response<\/a><\/li>\n<li><a href=\"https:\/\/stories.cste.org\/wp-content\/uploads\/2026\/08\/CalCORVID-An-Open-Source-Dashboard-for-Exploring-and-Sharing-Spatiotemporal-Clusters-Dashboard-data-visualization-cluster-detection.pdf\" target=\"_blank\" rel=\"noopener\">CalCORVID: An Open-Source Dashboard for Exploring and Sharing Spatiotemporal Clusters<\/a><\/li>\n<li><a href=\"https:\/\/stories.cste.org\/wp-content\/uploads\/2024\/03\/NYC-Partner-and-Innov-foodborne-outbreak_FINAL-1.pdf\" target=\"_blank\" rel=\"noopener\">The New York City Department of Health and Mental Hygiene Solves Foodborne Illness Outbreak Detected Using Software That Analyzes Infections in Space and Time<\/a><\/li>\n<\/ul>\n<p>&nbsp;[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; 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body_line_height=&#8221;2em&#8221; use_background_color_gradient=&#8221;on&#8221; background_color_gradient_direction=&#8221;150deg&#8221; background_color_gradient_stops=&#8221;#000000 0%|#386bc1 100%&#8221; background_color_gradient_start=&#8221;#ffba61&#8243; background_color_gradient_end=&#8221;#ffdc71&#8243; background_image=&#8221;https:\/\/stories.cste.org\/wp-content\/uploads\/2023\/12\/hosting-company-07-1.png&#8221; background_position=&#8221;bottom_left&#8221; custom_button=&#8221;on&#8221; button_text_size=&#8221;13px&#8221; button_text_color=&#8221;#ffffff&#8221; button_bg_color=&#8221;#263547&#8243; button_border_width=&#8221;10px&#8221; button_border_color=&#8221;rgba(0,0,0,0)&#8221; button_border_radius=&#8221;5px&#8221; button_letter_spacing=&#8221;1px&#8221; button_font=&#8221;Rubik|||on|||||&#8221; button_use_icon=&#8221;off&#8221; min_height=&#8221;250px&#8221; height=&#8221;250px&#8221; max_height=&#8221;250px&#8221; custom_margin=&#8221;|||&#8221; custom_padding=&#8221;|||&#8221; 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_module_preset=&#8221;default&#8221; body_font_size=&#8221;19px&#8221; global_colors_info=&#8221;{}&#8221; sticky_transition=&#8221;on&#8221;]<\/p>\n<div class=\"\" data-block=\"true\" data-editor=\"448es\" data-offset-key=\"4nom-0-0\">\n<div data-offset-key=\"4nom-0-0\" class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><span data-offset-key=\"4nom-0-0\">\u201cWhat\u2019s really going to be important for us is, we\u2019re building this great infrastructure right now\u2026but it\u2019s never going to be one-and-done. We\u2019re going to have to have sustained funding moving forward to make sure that this infrastructure keeps up with public health practice. And, you know, that technology and innovation is constantly feeding upon itself.\u201d\u200b<\/span><\/div>\n<\/div>\n<div class=\"\" data-block=\"true\" data-editor=\"448es\" data-offset-key=\"2h7m4-0-0\">\n<div data-offset-key=\"2h7m4-0-0\" class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><span data-offset-key=\"2h7m4-0-0\">\u200b<\/span><\/div>\n<\/div>\n<div class=\"\" data-block=\"true\" data-editor=\"448es\" data-offset-key=\"7elai-0-0\">\n<div data-offset-key=\"7elai-0-0\" class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><span data-offset-key=\"7elai-0-0\">\u2013 Kathryn Turner, Idaho<\/span><\/div>\n<\/div>\n<p>[\/et_pb_slide][et_pb_slide _builder_version=&#8221;4.23.1&#8243; _module_preset=&#8221;default&#8221; body_font_size=&#8221;17px&#8221; body_text_shadow_style=&#8221;preset5&#8243; global_colors_info=&#8221;{}&#8221; sticky_transition=&#8221;on&#8221;]<\/p>\n<div class=\"\" data-block=\"true\" data-editor=\"448es\" data-offset-key=\"4nom-0-0\">\n<div data-offset-key=\"4nom-0-0\" class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><span data-offset-key=\"4nom-0-0\">\u201cWhat\u2019s really going to be important for us is, we\u2019re building this great infrastructure right now\u2026but it\u2019s never going to be one-and-done. We\u2019re going to have to have sustained funding moving forward to make sure that this infrastructure keeps up with public health practice. And, you know, that technology and innovation is constantly feeding upon itself.\u201d\u200b<\/span><\/div>\n<\/div>\n<div class=\"\" data-block=\"true\" data-editor=\"448es\" data-offset-key=\"2h7m4-0-0\">\n<div data-offset-key=\"2h7m4-0-0\" class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><span data-offset-key=\"2h7m4-0-0\">\u200b<\/span><\/div>\n<\/div>\n<div class=\"\" data-block=\"true\" data-editor=\"448es\" data-offset-key=\"7elai-0-0\">\n<div data-offset-key=\"7elai-0-0\" class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><span data-offset-key=\"7elai-0-0\">\u2013 Kathryn Turner, Idaho<\/span><\/div>\n<\/div>\n<p>[\/et_pb_slide][\/et_pb_slider][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; disabled_on=&#8221;on|on|on&#8221; admin_label=&#8221;Features&#8221; _builder_version=&#8221;4.23.1&#8243; custom_margin=&#8221;27px||27px||false|false&#8221; custom_padding=&#8221;1px||2px|||&#8221; disabled=&#8221;on&#8221; 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icon_placement=&#8221;left&#8221; image_icon_width=&#8221;60px&#8221; content_max_width=&#8221;1100px&#8221; _builder_version=&#8221;4.23.1&#8243; header_font=&#8221;||||||||&#8221; body_font_size=&#8221;18px&#8221; body_line_height=&#8221;2em&#8221; hover_transition_duration=&#8221;750ms&#8221; hover_transition_delay=&#8221;50ms&#8221; scroll_horizontal_motion=&#8221;50|50|50|100|4|0|-4&#8243; image_max_width=&#8221;60px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; transform_styles__hover_enabled=&#8221;on|hover&#8221; transform_scale__hover_enabled=&#8221;on|hover&#8221; transform_translate__hover_enabled=&#8221;on|desktop&#8221; transform_rotate__hover_enabled=&#8221;on|desktop&#8221; transform_skew__hover_enabled=&#8221;on|desktop&#8221; transform_origin__hover_enabled=&#8221;on|desktop&#8221; transform_scale__hover=&#8221;108%|108%&#8221;]<\/p>\n<p><b>Laboratory<\/b> <b>Data<\/b> <b>Exchange<\/b><\/p>\n<p>[\/et_pb_blurb][\/et_pb_column][et_pb_column type=&#8221;1_4&#8243; 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transform_origin__hover_enabled=&#8221;on|desktop&#8221; transform_scale__hover=&#8221;108%|108%&#8221;]<\/p>\n<p><b>Syndromic<\/b> <b>Surveillance<\/b><\/p>\n<p>[\/et_pb_blurb][\/et_pb_column][et_pb_column type=&#8221;1_4&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_blurb image=&#8221;https:\/\/stories.cste.org\/wp-content\/uploads\/2023\/12\/Picture6.png&#8221; icon_placement=&#8221;left&#8221; image_icon_width=&#8221;60px&#8221; content_max_width=&#8221;1100px&#8221; _builder_version=&#8221;4.23.1&#8243; header_font=&#8221;||||||||&#8221; body_font_size=&#8221;18px&#8221; body_line_height=&#8221;2em&#8221; hover_transition_duration=&#8221;750ms&#8221; hover_transition_delay=&#8221;50ms&#8221; hover_transition_speed_curve=&#8221;ease-out&#8221; image_max_width=&#8221;60px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; transform_styles__hover_enabled=&#8221;on|hover&#8221; transform_scale__hover_enabled=&#8221;on|hover&#8221; transform_translate__hover_enabled=&#8221;on|desktop&#8221; transform_rotate__hover_enabled=&#8221;on|desktop&#8221; transform_skew__hover_enabled=&#8221;on|desktop&#8221; transform_origin__hover_enabled=&#8221;on|desktop&#8221; transform_scale__hover=&#8221;108%|108%&#8221;]<\/p>\n<p><b>Nationally<\/b> <b>Notifiable<\/b> <b>Diseases <\/b><b>Surveillance <\/b><b>System<\/b><\/p>\n<p>[\/et_pb_blurb][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=&#8221;1_4,1_4,1_4,1_4&#8243; _builder_version=&#8221;4.23.1&#8243; animation_style=&#8221;slide&#8221; animation_direction=&#8221;right&#8221; scroll_horizontal_motion=&#8221;0|50|50|50|4|0|-4&#8243; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_4&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_blurb image=&#8221;https:\/\/stories.cste.org\/wp-content\/uploads\/2023\/12\/Picture7.png&#8221; icon_placement=&#8221;left&#8221; image_icon_width=&#8221;60px&#8221; content_max_width=&#8221;1100px&#8221; _builder_version=&#8221;4.23.1&#8243; header_font=&#8221;||||||||&#8221; body_font_size=&#8221;18px&#8221; body_line_height=&#8221;2em&#8221; hover_transition_duration=&#8221;750ms&#8221; hover_transition_delay=&#8221;50ms&#8221; hover_transition_speed_curve=&#8221;ease-out&#8221; image_max_width=&#8221;60px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; transform_styles__hover_enabled=&#8221;on|hover&#8221; transform_scale__hover_enabled=&#8221;on|hover&#8221; transform_translate__hover_enabled=&#8221;on|desktop&#8221; transform_rotate__hover_enabled=&#8221;on|desktop&#8221; transform_skew__hover_enabled=&#8221;on|desktop&#8221; transform_origin__hover_enabled=&#8221;on|desktop&#8221; transform_scale__hover=&#8221;108%|108%&#8221;]<\/p>\n<p><b>Data<\/b> <b>Science<\/b><b> Workforce<\/b><\/p>\n<p>[\/et_pb_blurb][\/et_pb_column][et_pb_column type=&#8221;1_4&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_blurb image=&#8221;https:\/\/stories.cste.org\/wp-content\/uploads\/2023\/12\/Picture8.png&#8221; icon_placement=&#8221;left&#8221; image_icon_width=&#8221;60px&#8221; content_max_width=&#8221;1100px&#8221; _builder_version=&#8221;4.23.1&#8243; header_font=&#8221;||||||||&#8221; body_font_size=&#8221;18px&#8221; body_line_height=&#8221;2em&#8221; hover_transition_duration=&#8221;750ms&#8221; hover_transition_delay=&#8221;50ms&#8221; hover_transition_speed_curve=&#8221;ease-out&#8221; image_max_width=&#8221;60px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; transform_styles__hover_enabled=&#8221;on|hover&#8221; transform_scale__hover_enabled=&#8221;on|hover&#8221; transform_translate__hover_enabled=&#8221;on|desktop&#8221; transform_rotate__hover_enabled=&#8221;on|desktop&#8221; transform_skew__hover_enabled=&#8221;on|desktop&#8221; 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