{"id":1279,"date":"2026-08-31T16:00:56","date_gmt":"2026-08-31T14:00:56","guid":{"rendered":"https:\/\/ai4society.luiss.it\/pubblicazioni\/scoring-rules-in-experimental-procurement\/"},"modified":"2026-10-09T11:48:48","modified_gmt":"2026-10-09T09:48:48","slug":"scoring-rules-in-experimental-procurement","status":"publish","type":"ai4society_pub","link":"https:\/\/ai4society.luiss.it\/en\/pubblicazioni\/scoring-rules-in-experimental-procurement\/","title":{"rendered":"Scoring Rules in Experimental Procurement"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">We report the results of a procurement experiments where subjects compete for procurement contracts to be awarded by means of a scoring auction. Two experimental conditions are considered, depending on the relative quality-price weight in the scoring rule. We show that different quality-price weights in the scoring rule dramatically alter the strategic environment and affect the extent to which the competitive mechanism leads to an efficient allocation of the contract. Our evidence suggests that, in spite of inducing significantly higher deviations from equilibrium, the scoring rule that gives more weight to quality over price is far more efficient (52% overall). We propose a \u201cmediation analysis\u201d to explain how the quality-price ratio determines the likelihood that an efficient allocation is realized, disentangling a \u201cdirect effect\u201d (due to the equilibrium different properties of the induced game-forms) from an \u201cindirect\u201d one (how the different game-forms affect out-of equilibrium behaviour).<\/p>\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/ai4society.luiss.it\/wp-content\/uploads\/2026\/08\/ProcExp_FINAL-1.pdf\">Download the paper<\/a><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>We report the results of a procurement experiments where subjects compete for procurement contracts to be awarded by means of a scoring auction. Two experimental conditions are considered, depending on the relative quality-price weight in the scoring rule. We show that different quality-price weights in the scoring rule dramatically alter the strategic environment and affect [&hellip;]<\/p>\n","protected":false},"template":"","class_list":["post-1279","ai4society_pub","type-ai4society_pub","status-publish","hentry"],"acf":{"publication_authors":null,"item_observatory":null},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Scoring Rules in Experimental Procurement - AI4Society<\/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:\/\/ai4society.luiss.it\/en\/pubblicazioni\/scoring-rules-in-experimental-procurement\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Scoring Rules in Experimental Procurement - AI4Society\" \/>\n<meta property=\"og:description\" content=\"We report the results of a procurement experiments where subjects compete for procurement contracts to be awarded by means of a scoring auction. Two experimental conditions are considered, depending on the relative quality-price weight in the scoring rule. We show that different quality-price weights in the scoring rule dramatically alter the strategic environment and affect [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/ai4society.luiss.it\/en\/pubblicazioni\/scoring-rules-in-experimental-procurement\/\" \/>\n<meta property=\"og:site_name\" content=\"AI4Society\" \/>\n<meta property=\"article:modified_time\" content=\"2026-10-09T09:48:48+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/ai4society.luiss.it\\\/en\\\/pubblicazioni\\\/scoring-rules-in-experimental-procurement\\\/\",\"url\":\"https:\\\/\\\/ai4society.luiss.it\\\/en\\\/pubblicazioni\\\/scoring-rules-in-experimental-procurement\\\/\",\"name\":\"Scoring Rules in Experimental Procurement - AI4Society\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/ai4society.luiss.it\\\/en\\\/#website\"},\"datePublished\":\"2026-08-31T14:00:56+00:00\",\"dateModified\":\"2026-10-09T09:48:48+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/ai4society.luiss.it\\\/en\\\/pubblicazioni\\\/scoring-rules-in-experimental-procurement\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/ai4society.luiss.it\\\/en\\\/pubblicazioni\\\/scoring-rules-in-experimental-procurement\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/ai4society.luiss.it\\\/en\\\/pubblicazioni\\\/scoring-rules-in-experimental-procurement\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/ai4society.luiss.it\\\/en\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Scoring Rules in Experimental Procurement\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/ai4society.luiss.it\\\/en\\\/#website\",\"url\":\"https:\\\/\\\/ai4society.luiss.it\\\/en\\\/\",\"name\":\"AI4Society\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\\/\\\/ai4society.luiss.it\\\/en\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/ai4society.luiss.it\\\/en\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/ai4society.luiss.it\\\/en\\\/#organization\",\"name\":\"AI4Society\",\"url\":\"https:\\\/\\\/ai4society.luiss.it\\\/en\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/ai4society.luiss.it\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/ai4society.luiss.it\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/Logo-AI4Society.svg\",\"contentUrl\":\"https:\\\/\\\/ai4society.luiss.it\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/Logo-AI4Society.svg\",\"width\":162,\"height\":93,\"caption\":\"AI4Society\"},\"image\":{\"@id\":\"https:\\\/\\\/ai4society.luiss.it\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Scoring Rules in Experimental Procurement - AI4Society","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/ai4society.luiss.it\/en\/pubblicazioni\/scoring-rules-in-experimental-procurement\/","og_locale":"en_US","og_type":"article","og_title":"Scoring Rules in Experimental Procurement - AI4Society","og_description":"We report the results of a procurement experiments where subjects compete for procurement contracts to be awarded by means of a scoring auction. Two experimental conditions are considered, depending on the relative quality-price weight in the scoring rule. 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