{"id":243,"date":"2025-08-09T21:32:36","date_gmt":"2025-08-10T01:32:36","guid":{"rendered":"http:\/\/vibe.test\/?p=243"},"modified":"2025-08-23T15:37:41","modified_gmt":"2025-08-23T19:37:41","slug":"infrastructure-cost-escalation-and-overrun","status":"publish","type":"post","link":"https:\/\/research.gsd.harvard.edu\/vibelab\/2025\/08\/09\/infrastructure-cost-escalation-and-overrun\/","title":{"rendered":"Infrastructure cost escalation and overrun"},"content":{"rendered":"<h1 class=\"has-link-color wp-elements-88f0857fdc8bad98dfdc5c16977574b2 wp-block-post-title has-text-color has-white-color\">Infrastructure cost escalation and overrun<\/h1>\n\n\n<p class=\"has-white-color has-text-color has-link-color wp-elements-610c0b35cffccfb5fd25408815c477b4\">This project builds open Dr. Voulgaris\u2019s 2017 doctoral dissertation on optimism bias in cost estimation and ridership forecasting for transit infrastructure. It is well-known that infrastructure projects are commonly completed at a higher cost than is initially anticipated in the early stages of project planning. Each individual project has its own unique story with regard to why and how projected costs increase over the course of project development and construction. The purpose of this project is to uncover patterns with regard to <em>when<\/em> or at what points in the project developments and construction life cycle costs tend to increase, with a specific focus on federally-funded transit infrastructure in the United States. <\/p>\n\n\n\n<p class=\"has-white-color has-text-color has-link-color wp-elements-13df2a89002d6cbf4f1acbf1f3d687e1\">While prior studies have documented the large differences between initial cost estimates and final project costs, there is a lack of research on whether costs have tended to increase during the early stages of project planning, during the later design or land acquisition stages, or after project construction begins. The timing of cost increases have important implications: the earlier cost escalations arise, the better opportunity project sponsors may have to abandon projects that may no longer be cost-effective. While the histories of federally-funded transit projects in the United States are generally well- and publicly-documented in the form of published narratives, the lack of a comprehensive database of the timing of cost estimate increases has been a barrier to a systematic review of when cost increases commonly arise. This project began as an effort to assemble such a database manually. With the emergence of large-language models, we are developing a method to use these models to generate structured datasets on transit cost escalation from existing narrative data sources.<\/p>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-group alignfull is-layout-grid wp-container-core-group-is-layout-da7a6a80 wp-block-group-is-layout-grid\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"348\" height=\"184\" src=\"https:\/\/research.gsd.harvard.edu\/vibelab\/files\/2025\/06\/all-error-1.png\" alt=\"\" class=\"wp-image-441\" srcset=\"https:\/\/research.gsd.harvard.edu\/vibelab\/files\/2025\/06\/all-error-1.png 348w, https:\/\/research.gsd.harvard.edu\/vibelab\/files\/2025\/06\/all-error-1-300x159.png 300w\" sizes=\"auto, (max-width: 348px) 100vw, 348px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"468\" height=\"288\" src=\"https:\/\/research.gsd.harvard.edu\/vibelab\/files\/2025\/06\/error-trend.png\" alt=\"\" class=\"wp-image-445\" srcset=\"https:\/\/research.gsd.harvard.edu\/vibelab\/files\/2025\/06\/error-trend.png 468w, https:\/\/research.gsd.harvard.edu\/vibelab\/files\/2025\/06\/error-trend-300x185.png 300w\" sizes=\"auto, (max-width: 468px) 100vw, 468px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"374\" height=\"298\" src=\"https:\/\/research.gsd.harvard.edu\/vibelab\/files\/2025\/06\/cost.png\" alt=\"\" class=\"wp-image-444\" srcset=\"https:\/\/research.gsd.harvard.edu\/vibelab\/files\/2025\/06\/cost.png 374w, https:\/\/research.gsd.harvard.edu\/vibelab\/files\/2025\/06\/cost-300x239.png 300w\" sizes=\"auto, (max-width: 374px) 100vw, 374px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"374\" height=\"298\" src=\"https:\/\/research.gsd.harvard.edu\/vibelab\/files\/2025\/06\/construction-duration.png\" alt=\"\" class=\"wp-image-443\" srcset=\"https:\/\/research.gsd.harvard.edu\/vibelab\/files\/2025\/06\/construction-duration.png 374w, https:\/\/research.gsd.harvard.edu\/vibelab\/files\/2025\/06\/construction-duration-300x239.png 300w\" sizes=\"auto, (max-width: 374px) 100vw, 374px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"426\" height=\"338\" src=\"https:\/\/research.gsd.harvard.edu\/vibelab\/files\/2025\/06\/all-error-scatter.png\" alt=\"\" class=\"wp-image-442\" srcset=\"https:\/\/research.gsd.harvard.edu\/vibelab\/files\/2025\/06\/all-error-scatter.png 426w, https:\/\/research.gsd.harvard.edu\/vibelab\/files\/2025\/06\/all-error-scatter-300x238.png 300w\" sizes=\"auto, (max-width: 426px) 100vw, 426px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"374\" height=\"298\" src=\"https:\/\/research.gsd.harvard.edu\/vibelab\/files\/2025\/06\/fed-share.png\" alt=\"\" class=\"wp-image-446\" srcset=\"https:\/\/research.gsd.harvard.edu\/vibelab\/files\/2025\/06\/fed-share.png 374w, https:\/\/research.gsd.harvard.edu\/vibelab\/files\/2025\/06\/fed-share-300x239.png 300w\" sizes=\"auto, (max-width: 374px) 100vw, 374px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-white-color has-text-color has-link-color wp-elements-5c864e48227f20b9bbf4017528f2e575\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading has-base-color has-text-color has-link-color wp-elements-570abe1020f8195ace18c653f7e27ad8\">ViBE Lab Principal Investigator<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Carole Voulgaris<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading has-base-color has-text-color has-link-color wp-elements-91e5223ad72ac23a59c61beced9a89b7\">ViBE lab Researchers\u00a0<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Michaela Gwiazda (MUP \u201825)<\/li>\n\n\n\n<li>Tianyu Su (DDes \u201823)<\/li>\n\n\n\n<li>Sue Chen (MUP \u201823)<\/li>\n\n\n\n<li>Charuvi Begwani (MUP \u201822)<\/li>\n\n\n\n<li>Alex Cox (MUP \u201823)<\/li>\n\n\n\n<li>Zoe Iacovino (MUP \u201823)<\/li>\n\n\n\n<li>Ryan Johnson (MUP \u201823)<\/li>\n\n\n\n<li>Mojdeh Mahdavi (DDes \u201822)<\/li>\n\n\n\n<li>Cam McCutchen (MUP \u201824)<\/li>\n\n\n\n<li>Arnav Murulidhar (MUP \u201823)<\/li>\n\n\n\n<li>Megan Willis-Jackson (MUP \u201823)<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-white-color has-text-color has-link-color wp-elements-d0a02e3f2f38bfa32a79bdd737ffc2f7\">Related publications<\/h2>\n\n\n\n<p class=\"has-white-color has-text-color has-link-color wp-elements-b624018bd57f5cb3fb997e0073613ef0\">Vouglaris, C.T. 2017. <a href=\"https:\/\/www.proquest.com\/docview\/1902239142?pq-origsite=gscholar&amp;fromopenview=true&amp;sourcetype=Dissertations%2520&amp;%2520Theses\"><em>Crystal Balls and Black Boxes: Optimism Bias in Ridership and Cost Forecasts for New Starts Rapid Transit Projects<\/em><\/a><em>.<\/em> Doctoral Dissertation, UCLA.<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-white-color has-text-color has-link-color wp-elements-8e0e85fa9cd3cd94da637b6ae86e4c50\">Related presentations<\/h2>\n\n\n\n<p class=\"has-white-color has-text-color has-link-color wp-elements-4983cba930840cbdf9bab5fcbbc8b008\">Voulgaris, C.T. 2022. <a href=\"https:\/\/youtu.be\/KrAntl2sj8E\">Investigating the Accuracy of Cost Estimation and Ridership Forecasting<\/a>. <a href=\"https:\/\/projectdelivery.enotrans.org\/symposiumrecordings\/\"><em>Eno Transit Cost and Project Delivery Symposium<\/em><\/a>. Washington, DC. October 2022<\/p>\n","protected":false},"excerpt":{"rendered":"<p>This project builds open Dr. Voulgaris\u2019s 2017 doctoral dissertation on optimism bias in cost estimation and ridership forecasting for transit [&hellip;]<\/p>\n","protected":false},"author":180,"featured_media":442,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-243","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Infrastructure cost escalation and overrun - The Laboratory for Values in the Built Environment<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/research.gsd.harvard.edu\/vibelab\/2025\/08\/09\/infrastructure-cost-escalation-and-overrun\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Infrastructure cost escalation and overrun - 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