{"id":798,"date":"2026-05-08T18:09:26","date_gmt":"2026-05-08T18:09:26","guid":{"rendered":"https:\/\/business.cornell.edu\/centers\/?page_id=798"},"modified":"2026-07-07T11:16:28","modified_gmt":"2026-07-07T11:16:28","slug":"exclusive-research-databases","status":"publish","type":"page","link":"https:\/\/business.cornell.edu\/centers\/chr\/research-publications\/exclusive-research-databases\/","title":{"rendered":"Exclusive research databases"},"content":{"rendered":"<!DOCTYPE html PUBLIC \"-\/\/W3C\/\/DTD HTML 4.0 Transitional\/\/EN\" \"http:\/\/www.w3.org\/TR\/REC-html40\/loose.dtd\">\n<html><head>\n<\/head><body><h2 class=\"wp-block-heading\" id=\"h-industry-data-partnerships\">Industry data partnerships<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-accessing-data-through-chr\">Accessing data through CHR<\/h3>\n\n\n\n<p>Access to proprietary datasets is available&nbsp;<strong>through CHR&rsquo;s partnerships<\/strong>&nbsp;and is subject to the terms and conditions established with each data provider. Availability may vary by project, research purpose, and user role (faculty, PhD student, or supervised student research).<\/p>\n\n\n\n<p>Faculty and students interested in accessing partner data should contact CHR to discuss eligibility, scope, and approval requirements.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-why-these-partnerships-matter\">Why these partnerships matter<\/h3>\n\n\n\n<p>CHR&rsquo;s data partnerships strengthen the connection between&nbsp;<strong>academic research and real-world industry decision-making<\/strong>. By providing access to high-quality proprietary data, these collaborations enable research that is timely, relevant, and impactful&mdash;advancing knowledge while supporting the hospitality industry&rsquo;s most pressing challenges.<\/p>\n\n\n<section class=\"section-heading--wrap accordion--wrap span--red background--white bg--clear\">\n    <div class=\"section-heading__title\">\n    <h2>Accessing proprietary hospitality data<\/h2>\n  <\/div>\n\n      <div class=\"section-heading__intro\">\n      <div class=\"wysiwyg\">\n        <p>The Center for Hospitality Research (CHR) maintains strategic partnerships with leading hospitality data and analytics firms. These partnerships provide Cornell faculty and students with access to proprietary, industry-grade datasets that support rigorous academic research, applied projects and industry-relevant insights.\r\n\r\nOur current data partners, the types of data they provide and why these organizations play a critical role in the hospitality industry are listed below:<\/p>\n      <\/div>\n    <\/div>\n  \n  <div class=\"section-heading__content\">\n    <div class=\"grid-container\">\n      <div class=\"accordion__set\">\n                          <details class=\"expandable\" open>\n  <summary class=\"expandable__button\">\n    <span class=\"expandable__button-text\">\n    AIRDNA\n    <\/span>\n  <\/summary>\n  <div class=\"expandable__content\">\n                  <p><strong>Short-Term rental market intelligence<\/strong><\/p>\n<p>AirDNA provides comprehensive data on the global short-term rental market, including listings, pricing, occupancy, revenue, and regulatory impacts across platforms such as Airbnb and Vrbo.<\/p>\n<p><strong>Why it matters:<\/strong><br>\nAs short-term rentals continue to reshape lodging markets, AirDNA data allows faculty and students to study&nbsp;<strong>competition between hotels and STRs<\/strong>, regulatory effects, housing supply implications, and evolving traveler behavior.<\/p>\n\n              <\/div>\n<\/details>\n                  <details class=\"expandable\">\n  <summary class=\"expandable__button\">\n    <span class=\"expandable__button-text\">\n    CBRE\n    <\/span>\n  <\/summary>\n  <div class=\"expandable__content\">\n                  <p><strong>Commercial real estate &amp; hospitality nvestment Data<\/strong><\/p>\n<p>CBRE is one of the world&rsquo;s largest commercial real estate and advisory firms, with deep expertise in hospitality investment, valuation, development, and asset performance.<\/p>\n<p><strong>Why it matters:<\/strong><br>\nCBRE data supports research on&nbsp;<strong>hotel real estate, investment trends, capital markets, development pipelines, and asset valuation<\/strong>, providing a bridge between hospitality operations and real estate finance.<\/p>\n\n              <\/div>\n<\/details>\n                  <details class=\"expandable\">\n  <summary class=\"expandable__button\">\n    <span class=\"expandable__button-text\">\n    Kalibri labs\n    <\/span>\n  <\/summary>\n  <div class=\"expandable__content\">\n                  <p><strong>Hotel revenue intelligence &amp; profitability Analytics<\/strong><\/p>\n<p>Kalibri Labs is a leading provider of hotel revenue and profitability analytics, specializing in&nbsp;<strong>net revenue performance<\/strong>&nbsp;rather than topline metrics alone. Their data allows researchers to examine how distribution channels, customer mix, and acquisition costs affect hotel profitability.<\/p>\n<p><strong>Why it matters:<\/strong><br>\nKalibri&rsquo;s data enables research that goes beyond RevPAR to assess&nbsp;<strong>true hotel performance<\/strong>, channel efficiency, and the financial impact of commercial strategies&mdash;topics that are increasingly important to owners, operators, and investors.<\/p>\n\n              <\/div>\n<\/details>\n                  <details class=\"expandable\">\n  <summary class=\"expandable__button\">\n    <span class=\"expandable__button-text\">\n    STR\/CoStar group\n    <\/span>\n  <\/summary>\n  <div class=\"expandable__content\">\n                  <p><strong>Hotel performance, market benchmarking &amp; industry trends<\/strong><\/p>\n<p>STR, now part of CoStar Group, is the global standard for hotel performance benchmarking. STR data is widely used across academia and industry to analyze occupancy, ADR, RevPAR, and market-level performance trends.<\/p>\n<p><strong>Why it matters:<\/strong><br>\nSTR\/CoStar data underpins much of the hospitality industry&rsquo;s understanding of&nbsp;<strong>market dynamics, performance cycles, and competitive positioning<\/strong>, making it foundational for both empirical research and applied industry analysis.<\/p>\n\n              <\/div>\n<\/details>\n              <\/div>\n    <\/div>\n  <\/div>\n<\/section>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-how-to-request-access-to-industry-data\">How to request access to industry data<\/h3>\n\n\n\n<p>Access to proprietary industry data is coordinated through the Center for Hospitality Research (CHR). To ensure responsible use and alignment with partner agreements, all requests follow the process outlined below.<\/p>\n\n\n<section class=\"section-heading--wrap accordion--wrap span--red background--white bg--clear\">\n    <div class=\"section-heading__title\">\n    <h2> <\/h2>\n  <\/div>\n\n  \n  <div class=\"section-heading__content\">\n    <div class=\"grid-container\">\n      <div class=\"accordion__set\">\n                          <details class=\"expandable\" open>\n  <summary class=\"expandable__button\">\n    <span class=\"expandable__button-text\">\n    STEP 1: Submit a data access request\n    <\/span>\n  <\/summary>\n  <div class=\"expandable__content\">\n                  <p>Faculty or students (with a faculty advisor) should contact CHR with a brief description of their proposed project, including:<\/p>\n<ul>\n<li>Research question or project objective<\/li>\n<li>Data source(s) requested (e.g., Kalibri, STR\/CoStar, AirDNA, CBRE)<\/li>\n<li>Level of data needed (market-level vs. property-level, where applicable)<\/li>\n<li>Anticipated timeline and intended research output<\/li>\n<\/ul>\n\n              <\/div>\n<\/details>\n                  <details class=\"expandable\">\n  <summary class=\"expandable__button\">\n    <span class=\"expandable__button-text\">\n    STEP 2: CHR review &amp; partner alignment\n    <\/span>\n  <\/summary>\n  <div class=\"expandable__content\">\n                  <p>CHR will review the request to confirm:<\/p>\n<ul>\n<li>Eligibility under existing data-sharing agreements<\/li>\n<li>Appropriate scope and level of access<\/li>\n<li>Alignment with academic, research, or instructional use<\/li>\n<\/ul>\n<p>In some cases, additional information or clarification may be required before approval.<\/p>\n\n              <\/div>\n<\/details>\n                  <details class=\"expandable\">\n  <summary class=\"expandable__button\">\n    <span class=\"expandable__button-text\">\n    Step 3: Approval &amp; access setup\n    <\/span>\n  <\/summary>\n  <div class=\"expandable__content\">\n                  <p>Once approved:<\/p>\n<ul>\n<li>CHR will facilitate access in coordination with the data provider<\/li>\n<li>Users may be required to sign a data use or confidentiality agreement<\/li>\n<li>Access instructions and usage guidelines will be shared directly<\/li>\n<\/ul>\n\n              <\/div>\n<\/details>\n                  <details class=\"expandable\">\n  <summary class=\"expandable__button\">\n    <span class=\"expandable__button-text\">\n    Step 4: Conduct research\n    <\/span>\n  <\/summary>\n  <div class=\"expandable__content\">\n                  <p>Approved users may proceed with their research in accordance with:<\/p>\n<ul>\n<li>Partner data-use terms<\/li>\n<li>Institutional policies<\/li>\n<li>Any project-specific limitations communicated by CHR<\/li>\n<\/ul>\n\n              <\/div>\n<\/details>\n                  <details class=\"expandable\">\n  <summary class=\"expandable__button\">\n    <span class=\"expandable__button-text\">\n    Step 5: Submit research write-up\n    <\/span>\n  <\/summary>\n  <div class=\"expandable__content\">\n                  <p>For projects using&nbsp;<strong>property-level or restricted data<\/strong>, faculty should submit a short research write-up to CHR upon completion.<\/p>\n<ul>\n<li>The write-up should translate findings into&nbsp;<strong>clear, industry-relevant insights<\/strong><\/li>\n<li>CHR may edit the submission for clarity, length, and audience fit<\/li>\n<li>These summaries help demonstrate the value of industry partnerships and support ongoing access to data<\/li>\n<\/ul>\n\n              <\/div>\n<\/details>\n              <\/div>\n    <\/div>\n  <\/div>\n<\/section>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-interested-in-partnering-with-chr\">Interested in partnering with CHR?<\/h3>\n\n\n\n<p>The Center for Hospitality Research is always interested in expanding access to high-quality, industry-relevant data. If you represent a company that provides hospitality, travel, real estate, or related datasets and are interested in partnering with CHR to support academic research and industry insight, we welcome the conversation.<\/p>\n\n\n\n<p>Please contact&nbsp;<a href=\"mailto:chr@business.cornell.edu\">CHR<\/a>&nbsp;to explore potential data partnerships and collaboration opportunities.<\/p>\n<\/body><\/html>\n","protected":false},"excerpt":{"rendered":"<p>Industry data partnerships Accessing data through CHR Access to proprietary datasets is available&nbsp;through CHR&rsquo;s partnerships&nbsp;and is subject to the terms and conditions established with each data provider. Availability may vary&hellip;<\/p>\n","protected":false},"author":48,"featured_media":0,"parent":794,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":"","_links_to":"","_links_to_target":""},"leadership":[],"class_list":["post-798","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.8 (Yoast SEO v27.8) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Exclusive research databases - Cornell College of Business<\/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:\/\/business.cornell.edu\/centers\/chr\/research-publications\/exclusive-research-databases\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Exclusive research databases\" \/>\n<meta property=\"og:description\" content=\"Industry data partnerships Accessing data through CHR Access to proprietary datasets is available&nbsp;through CHR&rsquo;s partnerships&nbsp;and is subject to the terms and conditions established with each data provider. 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