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Liquidity Windfalls and Reallocation: : Evidence from Farming and Fracking

Published: 01 October 2023 Publication History
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  • Abstract

    Financing frictions may create a misallocation of assets in a market, thus depressing output, productivity, and asset values. This paper empirically explores how liquidity shocks generate a reallocation that diminishes this misallocation. Using a unique data set of agricultural outcomes, I explore how farmers respond to a relaxation of financial constraints through a liquidity shock unrelated to farming fundamentals, namely exogenous cash inflows caused by an expansion of hydraulic fracturing (fracking) leases. Farmers experiencing positive cash flow shocks increase their land purchases, which results in a reallocation effect. Examining purchases across areas, I find that farmers in high-productivity areas who receive cash flow shocks buy farmland in low-productivity areas, but farmers in low-productivity areas receiving positive cash flow shocks do not. Moreover, farmers increase their purchases of vacant (undeveloped) land. Average output, productivity, equipment investment, and profits all increase significantly following these positive cash flow shocks. Farmland prices also rise significantly, consistent with a cash-in-the-market pricing effect. These effects are consistent with an efficient reallocation of land toward more productive users.
    This paper was accepted by Tyler Shumway, finance.
    Funding: This work was supported by the Kritzman and Gorman Research Fund Grant.
    Supplemental Material: The online appendix is available at https://doi.org/10.1287/mnsc.2022.4602.

    References

    [1]
    Adamopoulos T, Restuccia D (2014) The size distribution of farms and international productivity differences. Amer. Econom. Rev. 104(6):1667–1697.
    [2]
    Agarwal S, Qian W (2014) Consumption and debt response to unanticipated income shocks: Evidence from a natural experiment in Singapore. Amer. Econom. Rev. 104(12):4205–4230.
    [3]
    Agarwal S, Liu C, Souleles NS (2007) The reaction of consumer spending and debt to tax rebates—Evidence from consumer credit data. J. Political Econom. 115(6):986–1019.
    [4]
    Allen F, Gale D (1994) Limited market participation and volatility of asset prices. Amer. Econom. Rev. 84(4):933–955.
    [5]
    Allen F, Gale D (2005) From cash-in-the-market pricing to financial fragility. J. Eur. Econom. Assoc. 3(2-3):535–546.
    [6]
    Almeida H, Wolfenzon D (2005) The effect of external finance on the equilibrium allocation of capital. J. Financial Econom. 75(1):133–164.
    [7]
    Baca MC (2011) Forced pooling: When landowners can’t say no to drilling. Propublica (May 18), http://www.propublica.org/article/forced-pooling-when-landownerscant-say-no-to-drilling.
    [8]
    Bandiera O, Prat A, Lemos R, Sadun R (2018) Managing the family firm: Evidence from CEOs at work. Rev. Financial Stud. 31(5):1605–1653.
    [9]
    Bartik AW, Currie J, Greenstone M, Knittel CR (2019) The local economic and welfare consequences of hydraulic fracturing. Amer. Econom. J. Appl. Econom. 11(4):105–155.
    [10]
    Berger AN, Saunders A, Scalise JM, Udell GF (1998) The effects of bank mergers and acquisitions on small business lending. J. Financial Econom. 50(2):187–229.
    [11]
    Bertrand M, Duflo E, Mullainathan S (2004) How much should we trust differences-in-differences estimates? Quart. J. Econom. 119(1):249–275.
    [12]
    Bertrand M, Schoar A, Thesmar D (2007) Banking deregulation and industry structure: Evidence from the French banking reforms of 1985. J. Finance 62(2):597–628.
    [13]
    Bierlen R, Featherstone AM (1998) Fundamental q, cash flow, and investment: Evidence from farm panel data. Rev. Econom. Statist. 80(3):427–435.
    [14]
    Briggeman BC, Towe CA, Morehart MJ (2009) Credit constraints: Their existence, determinants, and implications for US farm and nonfarm sole proprietorships. Amer. J. Agricultural Econom. 91(1):275–289.
    [15]
    Butler AW, Cornaggia J (2011) Does access to external finance improve productivity? Evidence from a natural experiment. J. Financial Econom. 99(1):184–203.
    [16]
    Campello M, Giambona E (2013) Real assets and capital structure. J. Financial Quant. Anal. 48(5):1333–1370.
    [17]
    Cardott BJ (2013) Woodford Shale: From hydrocarbon source rock to reservoir. AAPG Woodford Shale Forum (American Association of Petroleum Geologists, Tulsa, OK).
    [18]
    Carletto C, Savastano S, Zezza A (2013) Fact or artifact: The impact of measurement errors on the farm size–productivity relationship. J. Developmental Econom. 103(C):254–261.
    [19]
    Conley TG (1999) GMM estimation with cross sectional dependence. J. Econometrics 92(1):1–45.
    [20]
    Conley TG (2010) Spatial econometrics. Microeconometrics (Palgrave Macmillan), 303–313.
    [21]
    Covert T (2014) Experiential and social learning in firms: The case of hydraulic fracturing in the Bakken Shale. Preprint, submitted August 17, https://doi.org/10.2139/ssrn.2481321.
    [22]
    Driscoll JC, Kraay AC (1998) Consistent covariance matrix estimation with spatially dependent panel data. Rev. Econom. Statist. 80(4):549–560.
    [23]
    Eubanks LS, Mueller MJ (1986) An economic analysis of Oklahoma’s oil and gas forced pooling law. Natural Resources J. 26(3):469–491.
    [24]
    Farre-Mensa J, Ljungqvist A (2016) Do measures of financial constraints measure financial constraints? Rev. Financial Stud. 29(2):271–308.
    [25]
    Fazzari SM, Hubbard RG, Petersen BC (1988) Financing constraints and corporate investment. Brookings Papers Econom. Act 1988(1):141–195.
    [26]
    Garrett TA (2003) Aggregated vs. disaggregated data in regression analysis: Implications for inference. Econom. Lett. 81(1):61–65.
    [27]
    Gilje EP (2019) Does local access to finance matter? Evidence from US oil and natural gas shale booms. Management Sci. 65(1):1–18.
    [28]
    Gilje EP, Loutskina E, Strahan PE (2016) Exporting liquidity: Branch banking and financial integration. J. Finance 71(3):1159–1184.
    [29]
    Hart O, Moore J (1994) A theory of debt based on the inalienability of human capital. Quart. J. Econom. 109(4):841–879.
    [30]
    Hart O, Moore J (1995) Debt and seniority: An analysis of the role of hard claims in constraining management. Amer. Econom. Rev. 85(3):567–585.
    [31]
    Hartarska VM, Mai C (2008) Financing Constraints and the Family Farm: How do Families React? (Southern Agricultural Economics Association).
    [32]
    Hartarska V, Nadolnyak D (2012) Financing constraints and access to credit in a postcrisis environment: Evidence from new farmers in Alabama. J. Agricultural Appl. Econom. 44(04):607–621.
    [33]
    Holmström B, Tirole J (1997) Financial intermediation, loanable funds, and the real sector. Quart. J. Econom. 112(3):663–691.
    [34]
    Holmström B, Tirole J (2011) Inside and Outside Liquidity (MIT Press, Cambridge, MA).
    [35]
    Hsieh C-T, Klenow PJ (2009) Misallocation and manufacturing TFP in China and India. Quart. J. Econom. 124(4):1403–1448.
    [36]
    Jayaratne J, Strahan PE (1996) The finance-growth nexus: Evidence from bank branch deregulation. Quart. J. Econom. 111(3):639–670.
    [37]
    Jensen MC (1986) Agency cost of free cash flow, corporate finance, and takeovers. Corporate finance, and takeovers. Amer. Econom. Rev. 76(2):323–329.
    [38]
    Krauss C, Lipton E (2012) U.S. inches toward goal of energy independence. New York Times (March 22). https://www.nytimes.com/2012/03/23/business/energy-environment/inching-toward-energy-independence-in-america.html.
    [39]
    Laajaj R, Macours K (2017) Measuring skills in developing countries. Policy research working paper, World Bank Group.
    [40]
    Levinson H (1971) Conflicts that plague family businesses. Harvard Bus. Rev. 49(2):90–98.
    [41]
    Lockheed ME, Jamison DT, Lau LJ (1980) Farmer education and farm efficiency: A survey. Econom. Development Cultural Change 1(1980):37–76.
    [42]
    Maksimovic V, Phillips G (2001) The market for corporate assets: Who engages in mergers and asset sales and are there efficiency gains? J. Finance 56(6):2019–2065.
    [43]
    Midrigan V, Xu DY (2014) Finance and misallocation: Evidence from plant-level data. Amer. Econom. Rev. 104(2):422–458.
    [44]
    O’Toole CM, Carol N, Hennessy T (2014) Financing constraints and agricultural investment: Effects of the Irish financial crisis. J. Agricultural Econom. 65(1):152–176.
    [45]
    Peek J, Rosengren ES (2000) Collateral damage: Effects of the Japanese bank crisis on real activity in the United States. Amer. Econom. Rev. 90(1):30–45.
    [46]
    Pérignon C, Thesmar D, Vuillemey G (2018) Wholesale funding dry-ups. J. Finance 73(2):575–617.
    [47]
    Plosser MC (2014) Bank heterogeneity and capital allocation: Evidence from ‘fracking’ shocks. Preprint, submitted September 1, https://doi.org/10.2139/ssrn.2362499.
    [48]
    Restuccia D, Rogerson R (2013) Misallocation and productivity. Rev. Econom. Dynamics 16(1):1–10.
    [49]
    Schulze WS, Lubatkin MH, Dino RN, Buchholtz AK (2001) Agency relationships in family firms: Theory and evidence. Organ. Sci. 12(2):99–116.
    [50]
    Shleifer A, Vishny RW (1992) Liquidation values and debt capacity: A market equilibrium approach. J. Finance 47(4):1343–1366.
    [51]
    Shleifer A, Vishny RW (1997) The limits of arbitrage. J. Finance 52(1):35–55.
    [52]
    Shleifer A, Vishny R (2011) Fire sales in finance and macroeconomics. J. Econom. Perspective 25(1):29–48.
    [53]
    Turvey CG, Weersink A (1997) Credit risk and the demand for agricultural loans. Canadian J. Agricultural Econom. 45(3):201–217.
    [54]
    Uchida H, Udell GF, Yamori N (2012) Loan officers and relationship lending to SMEs. J. Financial Intermediary 21(1):97–122.
    [55]
    Weber J, Hitaj C (2014) Shale gas drilling and farm real estate values. National Agricultural & Rural Development Policy Center. Policy Brief, 25.

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    Published In

    cover image Management Science
    Management Science  Volume 69, Issue 10
    October 2023
    723 pages
    ISSN:0025-1909
    DOI:10.1287/mnsc.2023.69.issue-10
    Issue’s Table of Contents

    Publisher

    INFORMS

    Linthicum, MD, United States

    Publication History

    Published: 01 October 2023
    Accepted: 11 August 2022
    Received: 22 February 2019

    Author Tags

    1. misallocation
    2. reallocation
    3. production
    4. productivity
    5. liquidity
    6. financial constraints
    7. fracking
    8. agriculture
    9. asset values

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