{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,5]],"date-time":"2025-12-05T09:45:31Z","timestamp":1764927931917,"version":"3.46.0"},"reference-count":42,"publisher":"Institute for Operations Research and the Management Sciences (INFORMS)","issue":"12","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Management Science"],"published-print":{"date-parts":[[2025,12]]},"abstract":"<jats:p>We use the origins of fracking to study how people respond to a large and uncertain permanent income shock. Following the arrival of news in 2003 that fracking was commercially viable, the average person owning rights to natural gas deposits in the Barnett Shale could plausibly expect to earn a present value of about $33,000 from leasing the rights to energy firms. Anticipating the income, people who signed leases after 2006 borrowed $5,400 more than nonleaseholders as of 2006. Leases not yet signed could not be collateralized, suggesting that expectations of increased permanent income rather than relaxed credit constraints drove leaseholder borrowing. A consumption smoothing model that uses observed well productivity and Hotelling\u2019s rule for pricing nonrenewable resources suggests that borrowing as of 2006 was rational to conservative. When natural gas prices unexpectedly crashed during 2009\u20132019, leaseholders reduced their debt and had delinquency and bankruptcy rates that indicate limited financial distress, suggesting that their borrowing prior to signing a lease was not impulsive.<\/jats:p>\n                  <jats:p>This paper was accepted by Bo Becker, finance.<\/jats:p>\n                  <jats:p>Supplemental Material: The data files are available at https:\/\/doi.org\/10.1287\/mnsc.2023.04214 .<\/jats:p>","DOI":"10.1287\/mnsc.2023.04214","type":"journal-article","created":{"date-parts":[[2025,4,10]],"date-time":"2025-04-10T12:24:31Z","timestamp":1744287871000},"page":"9955-9975","source":"Crossref","is-referenced-by-count":0,"title":["Borrowing Based on Great Expectations: Evidence from the Origins of Fracking"],"prefix":"10.1287","volume":"71","author":[{"given":"Daniel","family":"Berkowitz","sequence":"first","affiliation":[{"name":"Department of Economics, University of Pittsburgh, Pittsburgh, Pennsylvania 15260"}]},{"given":"Andrew J.","family":"Boslett","sequence":"additional","affiliation":[{"name":"Amazon, Seattle, Washington 98109"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0893-4786","authenticated-orcid":false,"given":"Jason P.","family":"Brown","sequence":"additional","affiliation":[{"name":"Federal Reserve Bank of Kansas City, Kansas City, Missouri 64198"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-9596-4429","authenticated-orcid":false,"given":"Jeremy G.","family":"Weber","sequence":"additional","affiliation":[{"name":"School of Public and International Affairs, University of Pittsburgh, Pittsburgh, Pennsylvania 15260"}]}],"member":"109","reference":[{"key":"B1","doi-asserted-by":"publisher","DOI":"10.1257\/aer.104.12.4205"},{"key":"B2","doi-asserted-by":"publisher","DOI":"10.1093\/restud\/rdx042"},{"key":"B3","doi-asserted-by":"publisher","DOI":"10.1016\/j.erss.2018.09.022"},{"key":"B4","doi-asserted-by":"publisher","DOI":"10.1257\/app.20170487"},{"key":"B5","doi-asserted-by":"publisher","DOI":"10.1257\/aer.20140040"},{"key":"B6","doi-asserted-by":"publisher","DOI":"10.1162\/rest_a_00944"},{"issue":"503","key":"B7","first-page":"449","volume":"115","author":"Black D","year":"2005","journal-title":"Econom. 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