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Stock Lending Market and the BOJ's ETF purchasing program: Micro-Evidence from ETF Balance Sheet Data and Equity Repo Trading Data

Author

Listed:
  • Kou Maeda

    (Investment Strategy Group, Tokio Marine & Nichido Fire Insurance Co., Ltd)

  • Junnosuke Shino

    (School of International Liberal Studies,Waseda University)

Abstract

The ETF (Exchange Traded Fund) purchasing program currently implemented by the Bank of Japan (BOJ) has, in contrast to other asset purchasing programs, a unique characteristic: stocks that constitute ETFs held by the BOJ can be lent freely by ETF managers. This study (1) examines whether the ETF purchasing program actually causes an expansion of the stock lending market, and (2) identifies the determinants of stock lending (or equivalently equity repo trading). We focus on two different micro-datasets of stock lending: ETF balance sheet data released by asset management companies and equity repo trading data released by the Japan Securities Dealers Association. Our empirical analysis of these datasets shows that the expansion of the ETF purchasing program has caused the substantial growth of stock lending markets. Panel regression results suggest that the size of equity repo trading tends to be larger for stocks with (a) lower free-float rates, (b) smaller market values (both are proxies for market liquidity), (c) higher valuations such as PBR, and (d) higher volatility. These results also imply that the program has contributed significantly to activating stock lending trades at the times of the bank's decisions to increase the target amounts of purchases of the program, as well as to influencing the sensitivities of the trades to market liquidity and valuations.

Suggested Citation

  • Kou Maeda & Junnosuke Shino, 2019. "Stock Lending Market and the BOJ's ETF purchasing program: Micro-Evidence from ETF Balance Sheet Data and Equity Repo Trading Data," Working Papers 1811, Waseda University, Faculty of Political Science and Economics.
  • Handle: RePEc:wap:wpaper:1811
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    References listed on IDEAS

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    1. Dilip Abreu & Markus K. Brunnermeier, 2003. "Bubbles and Crashes," Econometrica, Econometric Society, vol. 71(1), pages 173-204, January.
    2. Richard Evans & Miguel A. Ferreira & Melissa Porras Prado, 2017. "Fund Performance and Equity Lending: Why Lend What You Can Sell?," Review of Finance, European Finance Association, vol. 21(3), pages 1093-1121.
    3. Lauren Cohen & Karl B. Diether & Christopher J. Malloy, 2007. "Supply and Demand Shifts in the Shorting Market," Journal of Finance, American Finance Association, vol. 62(5), pages 2061-2096, October.
    4. Jones, Charles M. & Lamont, Owen A., 2002. "Short-sale constraints and stock returns," Journal of Financial Economics, Elsevier, vol. 66(2-3), pages 207-239.
    5. Alessandro Beber & Marco Pagano, 2013. "Short-Selling Bans Around the World: Evidence from the 2007–09 Crisis," Journal of Finance, American Finance Association, vol. 68(1), pages 343-381, February.
    6. Diamond, Douglas W. & Verrecchia, Robert E., 1987. "Constraints on short-selling and asset price adjustment to private information," Journal of Financial Economics, Elsevier, vol. 18(2), pages 277-311, June.
    7. Shino, Junnosuke, 2013. "A positive theory of fixed-rate funds-supplying operations in an accommodative financial environment," Journal of International Money and Finance, Elsevier, vol. 32(C), pages 595-610.
    8. Miller, Edward M, 1977. "Risk, Uncertainty, and Divergence of Opinion," Journal of Finance, American Finance Association, vol. 32(4), pages 1151-1168, September.
    9. repec:hok:dpaper:322 is not listed on IDEAS
    10. Geczy, Christopher C. & Musto, David K. & Reed, Adam V., 2002. "Stocks are special too: an analysis of the equity lending market," Journal of Financial Economics, Elsevier, vol. 66(2-3), pages 241-269.
    11. Joseph J. Seneca, 1967. "Short Interest: Bearish Or Bullish?," Journal of Finance, American Finance Association, vol. 22(1), pages 67-70, March.
    12. Lee M. Dunham & Randy Jorgensen & Ken Washer, 2016. "Securities Lending Activities in Mutual Funds and ETFs: Ethical Considerations," Journal of Business Ethics, Springer, vol. 139(1), pages 21-28, November.
    13. Duffie, Darrell & Garleanu, Nicolae & Pedersen, Lasse Heje, 2002. "Securities lending, shorting, and pricing," Journal of Financial Economics, Elsevier, vol. 66(2-3), pages 307-339.
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    Cited by:

    1. Harada, Kimie & Okimoto, Tatsuyoshi, 2021. "The BOJ's ETF purchases and its effects on Nikkei 225 stocks," International Review of Financial Analysis, Elsevier, vol. 77(C).

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