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Removing informed sellers reduces the asymmetry of   Empirical evidence from the three categories tends to   To summarize, a body of academic evidence indicates   institutional flows move around environmental
 information and narrows bid-ask spreads.   agree with this theory:  that short sellers are informed in that they anticipate   characteristics, specifically operational carbon intensity,
        price declines, however, they are not responsible for   and the long-term implications of such patterns of
 At the same time, the market mechanism is disrupted,   i.   Cross-county variation: An analysis of forty-six   driving asset prices down.   flow²⁴. This seminal work on decarbonization factors
 and revelation of information is slower, which could   equity markets reveals that countries that permit   and investor behavior revealed that active institutional
 widen spreads.  short selling, incorporate information into prices   investor flows contain information about anticipated
 quicker. Additionally, short sales restrictions don’t   What does this mean for investors?  climate related fundamentals and returns. To put it
 Empirical findings from all three types of academic   reduce negative skewness of returns at the stock   simply, for those seeking alpha opportunities, tilting
 studies tend to agree that short selling constraints   level¹⁷.  While it is often claimed that the short-term horizon   towards low carbon strategies experiencing positive
 reduce liquidity at the single-stock and broader    of borrowers is at odds with long-term objectives,   contemporaneous flows improves returns. In addition,
 market level:   ii.   Natural Studies: Price discovery was slower for   existing literature suggests this is not the case and   we observed a low correlation between strategies
 stocks impacted by the short-selling bans during   instead, reveals short selling to be an important   in the US and Europe. This is was particularly salient
 i.   Cross-county variation: A study of 111 countries   the 2008 financial crisis, especially where negative   market mechanism. Moreover, evidence indicates that   after 2016, when almost all US decarbonization factors
 found that in countries where short selling is more   news was concerned¹⁵.  short sellers’ presence in a market increases liquidity.   experienced outflows after the change in presidential
 feasible, turnover, a proxy for liquidity, was 15%   Increased liquidity means reduced transaction costs on   administration, an effect not seen in Europe.
 higher. That is, there is increased liquidity of market   iii.  Time-series: Prices of stocks with short-selling   average, while price discovery helps investors get more
 indices when short selling is possible¹².   constraints (such as low lending supply) are less   accurate prices and potentially prevents disruptive price   There is regional specificity seen in investor behavior
 informative. Evidence also suggests increased   bubbles.  Basic financial theory suggests, and empirical   as well as regulation. For environmental metrics, such
 ii.   Natural studies: Financial stocks subject to shorting   “shorting flow reduces post-earnings-announcement   evidence supports the idea that short selling, facilitated   as carbon emissions, companies are increasingly paying
 bans during the 2008 financial crisis resulted in   drift for negative earnings surprises¹⁸¹⁹²⁰.”  by securities lending, improves market efficiency and   the price through the 58 sovereign and sub-sovereign
 spreads that were 2-3x wider while controlling for   allows for the proper allocation of capital²³.   pricing schemes globally²⁵.
 previous behavior¹³¹⁴¹⁵.
 Is short selling detrimental to long-term value?  With that said, this view only looks at short selling from    Additionally, the EU Commission has set legislation
 iii.  Time-series: Suggest that short sellers can be   a purely economic perspective but does not necessarily   around the Task Force for Climate Related Financial
 liquidity suppliers when spreads are especially wide,   The studies cited above provide empirical evidence that   speak to the interplay between short selling and ESG   Disclosure (TCFD), Japan’s stewardship code
 providing a stabilizing force in the stock market¹⁶.   short selling is important for efficient capital markets   characteristics of securities.   recommends company engagement to promote
 and when viewed holistically, suggest that short selling   sustainable growth and, France’s Energy Transition Law
 Price discovery: The theoretical impact of short selling    is not detrimental to long-term value.   (Article 173) requires institutional investors to disclose
 on the speed of price discovery is clearer than it is    The growing presence of ESG in investing  information on their ESG integration and how strategies
 for liquidity.   Additionally, there are several specific studies that found   align with an energy and ecological transition²⁶.
 no statistical difference in excess returns of stocks for   To understand the intersection of ESG and securities
 Short-selling constraints restrict traders with negative   which short sales were banned and those stocks in   lending, we pull insights from empirical studies on   Companies are disclosing more ESG metrics to be listed
 information from expressing their sentiment, slowing   which short selling was permitted²¹²²¹⁵.   investor behavior in climate finance and ESG investment   on any of the 94 sustainable stock exchanges requiring
 the speed with which bad news is incorporated into   management of listed equities.   some level of ESG disclosure, a number that significantly
 market prices.                                    increased over the last ten years²⁷.
        In our 2019 paper, Decarbonization Factors, a
 ¹⁷Bris, A., Goetzmann, W. N. and Zhu, N. (2007). Efficiency and the Bear:
 ¹²Daouk and Charoenrook (2009). A Study of Market-Wide Short-Selling   Short Sales and Markets Around the World. The Journal of Finance.  collaboration with Harvard Business School professor,
 Restrictions. Working paper, Cornell University.  ¹⁸Saffi, P. A. and Sigurdsson, K. (2010). Price Efficiency and Short Selling.   George Serafeim, we shed light on how active
 ¹³Boehmer, E., Jones, C. M. and Zhang, X. (2013). Shackling Short Sellers:   ¹⁹The Review of Financial Studies.  ²⁴Cheema-Fox, A., LaPerla, B.R., Serafeim, G., Turkington, D. and Wang, H.
 The 2008 Shorting Ban. The Review of Financial Studies.  ²⁰Reed, A. (2007). Costly Short-selling and Stock Price Adjustment to   (2019). Decarbonization Factors. Working Paper on SSRN.
 ¹⁴Marsh, I. and Payne, R. (2012). Banning Short Sales and Market Quality:   Earnings Announcements, Working paper, University of North Carolina.  ²³The CAPM theory underpins modern portfolio theory and provides a   ²⁵World Bank Carbon Pricing Dashboard. (accessed February 10, 2020).
 The UK’s Experience. Journal of Banking & Finance.  ²¹Battalio, R., Mehran, H., and Schultz, P. (2011). “Market Declines: Is   basis for allocating portfolios between risky and risk-free assets. Two   UNPRI.org.
 ¹⁵Beber, A., Pagano, M. (2013). Short-Selling Bans Around the World:   Banning Short Selling the Solution?”. Federal Reserve Bank of New York   CAPM assumptions are: that short positions are allowed and there are no   ²⁶Responsible Investment Regulation Map (as of September 9, 2019).
 Evidence from the 2007–09 Crisis. Journal of Finance.  Staff Reports  transaction costs. The foundation of CAPM was published in the following   UNPRI.org
 ¹⁶Comerton-Forde, C., Jones, C. M. and Putniņš, T. J. (2016). Shorting at   ²²Beber, A., Fabbri, D., Pagano, M., Simonelli, S. (2018). “Short-selling bans   papers: William Sharpe. (1964). Capital Asset Prices: A Theory of Market   ²⁷Sustainable Stock Exchanges Initiative website (February 10, 2020).
 Close Range: A Tale of Two Types. Journal of Financial Economics.  and bank stability”. Working paper: European Systemic Risk Board.  Equilibrium. Journal of Finance.  SSEInitiative.org. SSEI partners with the UNPRI.


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