{"id":676,"date":"2023-12-28T19:59:13","date_gmt":"2023-12-28T19:59:13","guid":{"rendered":"https:\/\/sites.rutgers.edu\/xin-ding\/?p=676"},"modified":"2024-08-20T02:19:39","modified_gmt":"2024-08-20T02:19:39","slug":"jom-paper-on-benchmarks","status":"publish","type":"post","link":"https:\/\/sites.rutgers.edu\/xin-ding\/jom-paper-on-benchmarks\/","title":{"rendered":"JOM paper on benchmarks"},"content":{"rendered":"<p>I am very happy to share that, right around the Thanksgiving eve, my sole-authored paper was accepted for publication with the Journal of Operations Management. In the paper, I use the newly develop Stochastic nonparametric envelopment of data (Stoned) method to study how benchmarks in the Value-based Purchasing Program affect hospitals&#8217; progression along cost efficiency, clinical outcome, and patient experience. The results based on California hospitals from 2012 to 2019 suggest that benchmarks improve performance progressions, though their effects diminish over time. In addition, market competition slows down progression rate in cost efficiencies, and that clinical focus improves progression rates in curvilinear fashions.<\/p>\n<p>Thank you, <a id=\"ember325\" class=\"ember-view\" href=\"https:\/\/www.linkedin.com\/in\/jeff-smith-76029a4\/\">Jeff Smith<\/a> and annomous AE and reviewers for helping reshape the paper. Thank you, <a id=\"ember326\" class=\"ember-view\" href=\"https:\/\/www.linkedin.com\/in\/trbrowning\/\">Tyson Browning<\/a> and <a id=\"ember327\" class=\"ember-view\" href=\"https:\/\/www.linkedin.com\/in\/suzanne-de-treville\/\">Suzanne de Treville<\/a>, for your leadership at JOM and your support over the past years. Also want to thank <a id=\"ember328\" class=\"ember-view\" href=\"https:\/\/www.linkedin.com\/in\/gregory-heim-2474b2\/\">Gregory Heim<\/a>, <a id=\"ember329\" class=\"ember-view\" href=\"https:\/\/www.linkedin.com\/in\/rogelio-oliva-a52374\/\">Rogelio Oliva<\/a>, <a id=\"ember330\" class=\"ember-view\" href=\"https:\/\/www.linkedin.com\/in\/rich-metters-31a0703\/\">Rich Metters<\/a> for your insights to the study during my visit at <a class=\"app-aware-link \" href=\"https:\/\/www.linkedin.com\/company\/mays-business-school-texas-a&amp;m-university\/\" target=\"_self\" rel=\"noopener\" data-test-app-aware-link=\"\">Mays Business School &#8211; Texas A&amp;M University<\/a>.<\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-677\" src=\"http:\/\/sites.rutgers.edu\/xin-ding\/wp-content\/uploads\/sites\/1050\/2023\/12\/Acceptanace.jpg\" alt=\"\" width=\"800\" height=\"514\" srcset=\"https:\/\/sites.rutgers.edu\/xin-ding\/wp-content\/uploads\/sites\/1050\/2023\/12\/Acceptanace.jpg 800w, https:\/\/sites.rutgers.edu\/xin-ding\/wp-content\/uploads\/sites\/1050\/2023\/12\/Acceptanace-300x193.jpg 300w, https:\/\/sites.rutgers.edu\/xin-ding\/wp-content\/uploads\/sites\/1050\/2023\/12\/Acceptanace-768x493.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>I am very happy to share that, right around the Thanksgiving eve, my sole-authored paper was accepted for publication with the Journal of Operations Management. In the paper, I use &hellip; <a href=\"https:\/\/sites.rutgers.edu\/xin-ding\/jom-paper-on-benchmarks\/\" class=\"\">Read More<\/a><\/p>\n","protected":false},"author":3034,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[11,14],"tags":[],"class_list":["post-676","post","type-post","status-publish","format-standard","hentry","category-publications","category-research"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>JOM paper on benchmarks - Xin Ding<\/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:\/\/sites.rutgers.edu\/xin-ding\/jom-paper-on-benchmarks\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"JOM paper on benchmarks - Xin Ding\" \/>\n<meta property=\"og:description\" content=\"I am very happy to share that, right around the Thanksgiving eve, my sole-authored paper was accepted for publication with the Journal of Operations Management. In the paper, I use &hellip; Read More\" \/>\n<meta property=\"og:url\" content=\"https:\/\/sites.rutgers.edu\/xin-ding\/jom-paper-on-benchmarks\/\" \/>\n<meta property=\"og:site_name\" content=\"Xin Ding\" \/>\n<meta property=\"article:published_time\" content=\"2023-12-28T19:59:13+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-08-20T02:19:39+00:00\" \/>\n<meta property=\"og:image\" content=\"http:\/\/sites.rutgers.edu\/xin-ding\/wp-content\/uploads\/sites\/1050\/2023\/12\/Acceptanace.jpg\" \/>\n<meta name=\"author\" content=\"Xin Ding\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Xin Ding\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/sites.rutgers.edu\/xin-ding\/jom-paper-on-benchmarks\/\",\"url\":\"https:\/\/sites.rutgers.edu\/xin-ding\/jom-paper-on-benchmarks\/\",\"name\":\"JOM paper on benchmarks - Xin Ding\",\"isPartOf\":{\"@id\":\"https:\/\/sites.rutgers.edu\/xin-ding\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/sites.rutgers.edu\/xin-ding\/jom-paper-on-benchmarks\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/sites.rutgers.edu\/xin-ding\/jom-paper-on-benchmarks\/#primaryimage\"},\"thumbnailUrl\":\"http:\/\/sites.rutgers.edu\/xin-ding\/wp-content\/uploads\/sites\/1050\/2023\/12\/Acceptanace.jpg\",\"datePublished\":\"2023-12-28T19:59:13+00:00\",\"dateModified\":\"2024-08-20T02:19:39+00:00\",\"author\":{\"@id\":\"https:\/\/sites.rutgers.edu\/xin-ding\/#\/schema\/person\/247b0cdd3cc89bdfe37fa6c1989e7580\"},\"breadcrumb\":{\"@id\":\"https:\/\/sites.rutgers.edu\/xin-ding\/jom-paper-on-benchmarks\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/sites.rutgers.edu\/xin-ding\/jom-paper-on-benchmarks\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/sites.rutgers.edu\/xin-ding\/jom-paper-on-benchmarks\/#primaryimage\",\"url\":\"https:\/\/sites.rutgers.edu\/xin-ding\/wp-content\/uploads\/sites\/1050\/2023\/12\/Acceptanace.jpg\",\"contentUrl\":\"https:\/\/sites.rutgers.edu\/xin-ding\/wp-content\/uploads\/sites\/1050\/2023\/12\/Acceptanace.jpg\",\"width\":800,\"height\":514},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/sites.rutgers.edu\/xin-ding\/jom-paper-on-benchmarks\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/sites.rutgers.edu\/xin-ding\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"JOM paper on benchmarks\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/sites.rutgers.edu\/xin-ding\/#website\",\"url\":\"https:\/\/sites.rutgers.edu\/xin-ding\/\",\"name\":\"Xin Ding\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/sites.rutgers.edu\/xin-ding\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/sites.rutgers.edu\/xin-ding\/#\/schema\/person\/247b0cdd3cc89bdfe37fa6c1989e7580\",\"name\":\"Xin Ding\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/sites.rutgers.edu\/xin-ding\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/ce50cec255784ea026b7b98effd3765c?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/ce50cec255784ea026b7b98effd3765c?s=96&d=mm&r=g\",\"caption\":\"Xin Ding\"},\"description\":\"Xin (David) Ding is an assistant professor of Supply Chain Management and the Academic Director for the Healthcare Analytics and Intelligence master program at Rutgers Business School. His research examines the demand-supply relationship in the healthcare context. His ongoing work examines how healthcare organizations develop operational excellence through service design, workflow optimization, and data analytics in competitive markets.\",\"sameAs\":[\"https:\/\/sites.rutgers.edu\/xin-ding\/\"],\"url\":\"https:\/\/sites.rutgers.edu\/xin-ding\/author\/xd84\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"JOM paper on benchmarks - Xin Ding","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:\/\/sites.rutgers.edu\/xin-ding\/jom-paper-on-benchmarks\/","og_locale":"en_US","og_type":"article","og_title":"JOM paper on benchmarks - Xin Ding","og_description":"I am very happy to share that, right around the Thanksgiving eve, my sole-authored paper was accepted for publication with the Journal of Operations Management. 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