{"title":"Sense and Nonsense in ESG Ratings","authors":"I. Walter","doi":"10.2139/ssrn.3568104","DOIUrl":"https://doi.org/10.2139/ssrn.3568104","url":null,"abstract":"Concerns about the future of the natural environment, prevailing social conditions, and governance of private and public institutions inspire today’s ESG movement. This paper proposes a heuristic that can be useful in examining the ESG-scoring issue. We begin with a social control diagnostic covering business activities – one that addresses the interests and actions of various stakeholders in the system. We examine its dynamics in the context of economic, social, and political pressures, including various initiatives to set standards against which business conduct may be calibrated. We evaluate efforts to create metrics that reflect normative improvements in ESG outcomes and performance scoring against them. We assess the industrial organization of the ESG ratings industry and review key empirical studies of ESG-driven investing. We conclude with policy recommendations intended to alleviate existing shortcomings in ESG ratings and improve their role in capital allocation and corporate governance.","PeriodicalId":124312,"journal":{"name":"New York University Stern School of Business Research Paper Series","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124540205","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Multi-regime Forecasting Model for the Impact of COVID-19 Pandemic on Volatility in Global Equity Markets","authors":"Nazli Sila Alan, R. Engle, Ahmet K. Karagozoglu","doi":"10.2139/ssrn.3646520","DOIUrl":"https://doi.org/10.2139/ssrn.3646520","url":null,"abstract":"Using a multi-regime forecasting model, we investigate the impact of COVID-19 pandemic on market volatility. We show that daily number of active cases and the Curvature are significant predictors of daily cross-section of both realized volatility and the GJR-GARCH volatility in global equity markets. We estimate realized volatilities using intraday 5-minute returns for 46 country specific ETFs and daily GARCH volatilities are estimated using the stock market indices of 88 countries around the world. We find that stricter policy responses by individual countries, measured by higher OxCGRT Stringency Index levels, result in lower stock market volatilities while increased negative managerial sentiment, extracted from earnings call transcripts, causes an increase in realized volatilities.","PeriodicalId":124312,"journal":{"name":"New York University Stern School of Business Research Paper Series","volume":"102 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124739796","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Private Information Dissemination in the Secondary Loan Market","authors":"A. Saunders, Pei Shao, Yuchao Xiao","doi":"10.2139/ssrn.3648715","DOIUrl":"https://doi.org/10.2139/ssrn.3648715","url":null,"abstract":"We consider loans being marked to market to constitute information about borrowing firms’ profitability and risk only immediately available to large institutional traders, so-called qualified institutional buyers (QIBs). Smaller investors, so-called non-QIBs, do not have immediate access to such information because they are not qualified to enter the secondary loan market. We investigate the effect of privileged information releases first on stock bid-ask spreads, then on the abnormal returns QIBs earn by trading borrowing firms’ stock. We show QIBs to actively trade on information in the equity market, elevating the level of information asymmetry while earning significant returns. Our paper reveals private information dissemination in the secondary loan market to affect the stock market information environment and yield benefits to large insiders with priority access to important information about the quality of borrowing firms.","PeriodicalId":124312,"journal":{"name":"New York University Stern School of Business Research Paper Series","volume":"72 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122825380","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Contracting Beyond the Market","authors":"Kate Odziemkowska, S. Dorobantu","doi":"10.2139/ssrn.3591227","DOIUrl":"https://doi.org/10.2139/ssrn.3591227","url":null,"abstract":"Despite growing engagements between firms and nonmarket stakeholders—such as local communities and nongovernmental organizations —research has yet to examine the emergence of formal contracts between them. Given that a very large number of such contracts are theoretically possible but only a small number exist, we seek to understand what factors explain the use of contracts to govern some relationships between firms and nonmarket stakeholders but not others. We draw on transaction cost economics to study transactions wherein a nonmarket stakeholder provides a firm access to a valuable resource and to understand when these transactions are governed by formal contracts. We propose that, when a firm makes site-specific investments, a stakeholder’s use rights to the resource sought by the firm, the negative externalities generated by its use, and the stakeholder’s capacity for collective mobilization increase holdup risk for the firm and therefore the probability of a contract. We collect novel data on the location of indigenous communities and mines in Canada to identify a plausible exhaustive set of indigenous communities “at risk” of signing a contract with a mining firm. We test our hypotheses by relying, respectively, on historically assigned property rights over lands, the mine-community colocation in a watershed and proximity on transportation routes, and archival records of community mobilization events. We find support for our propositions by examining which of the 5,342 dyads formed by 459 indigenous communities and 98 firms signed 259 contracts between 1999 and 2013.","PeriodicalId":124312,"journal":{"name":"New York University Stern School of Business Research Paper Series","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-05-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114438060","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A Portfolio Approach to Global Imbalances","authors":"Zhengyang Jiang, Robert J. Richmond, Tony Zhang","doi":"10.2139/ssrn.3744340","DOIUrl":"https://doi.org/10.2139/ssrn.3744340","url":null,"abstract":"Recent decades are characterized by large imbalances in the U.S. net foreign asset (NFA) position. Adopting a portfolio-based approach, we estimate demand curves for international debt and equity markets at the country level, and use the estimated demand system to quantitatively attribute the long-run deterioration of the U.S. NFA position. Our decomposition shows that underlying a seemingly simple trend in global imbalances lie opposing forces related to investor savings behavior, official holdings, and investor demand shifts. The standard narratives of the global savings glut and changes in official holdings contribute to global imbalances by decreasing the U.S. NFA position from -10% to -94% of 2002 GDP, whereas shifts in investor demand reverse this trend by 62% of 2002 GDP. Finally, we use our demand system to quantify a key feature of the U.S. exorbitant privilege: global demand for U.S. debt is substantially more inelastic than for any other country. Thus, U.S. issuers can borrow much larger quantities of debt, at lower rates, when compared to other countries.","PeriodicalId":124312,"journal":{"name":"New York University Stern School of Business Research Paper Series","volume":"212 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-03-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131634906","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The Financial Origins of the Rise and Fall of American Inflation","authors":"I. Drechsler, Alexi Savov, P. Schnabl","doi":"10.2139/ssrn.3538569","DOIUrl":"https://doi.org/10.2139/ssrn.3538569","url":null,"abstract":"We propose and test a new explanation for the rise and fall of the Great Inflation, a defining event in macroeconomics. We argue that its rise was due to the imposition of binding deposit rate ceilings under the law known as Regulation Q, and that its fall was due to the removal of these ceilings once the law was repealed. Deposits were the dominant form of saving at the time, hence Regulation Q suppressed the return to saving. This drove up aggregate demand, which pushed up inflation and further lowered the real return to saving, setting off an inflation spiral. The repeal of Regulation Q broke the spiral by sending deposit rates sharply higher. We document that the rise and fall of the Great Inflation lines up closely with the imposition and repeal of Regulation Q and the enormous changes in deposit rates and quantities it produced. We further test this explanation in the cross section using detailed data on local deposit markets and inflation. By exploiting four different sources of geographic variation, we show that the degree to which Regulation Q was binding has a large impact on local inflation, consistent with the hypothesis that Regulation Q explains the observed variation in aggregate inflation. We conclude that in the presence of financial frictions the Fed may be unable to control inflation regardless of its policy rule.","PeriodicalId":124312,"journal":{"name":"New York University Stern School of Business Research Paper Series","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121717498","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Network Structure and Pricing in the FX Market","authors":"Joel Hasbrouck, Richard M. Levich","doi":"10.2139/ssrn.3521531","DOIUrl":"https://doi.org/10.2139/ssrn.3521531","url":null,"abstract":"For a foreign exchange settlement network we construct profit attributions and relate them to centrality. Our sample (from CLS Bank) spans diverse currency pairs, participants, and execution platforms. For each settlement we define the average centrality differential as the return to the more-central counterparty in the trade, and model this as a function of the two counterparties’ centralities. Estimates of this differential are generally positive, implying that the more-central counterparty realizes a higher return. Additionally, the differential generally increases as the counterparties’ centralities diverge. These two results are consistent with a pervasive centrality premium. The estimates are robust to the choice of pre- or post-settlement benchmarks, to inclusion of settlement size interactions, and to weighting the degree centralities by number or value of settlements. Across currency pairs the centrality profit varies considerably, and typically amounts to about one-third of bid-ask half-spread. The centrality premium is consistent with the hypothesis that central agents exercise bargaining power. We also find, however, evidence suggesting that the premium is at least partially offset by losses that central agents incur in supplying liquidity.","PeriodicalId":124312,"journal":{"name":"New York University Stern School of Business Research Paper Series","volume":"64 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-01-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116672350","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Demand-Aware Career Path Recommendations: A Reinforcement Learning Approach","authors":"Marios Kokkodis, Panagiotis G. Ipeirotis","doi":"10.2139/ssrn.3514287","DOIUrl":"https://doi.org/10.2139/ssrn.3514287","url":null,"abstract":"A skill’s value depends on dynamic market conditions. To remain marketable, contractors need to keep reskilling themselves continuously. But choosing new skills to learn is an inherently hard task: Contractors have very little information about current and future market conditions, which often results in poor learning choices. Recommendation frameworks could reduce uncertainty in learning choices. However, conventional approaches would likely be inefficient; they would model previous (often poor) observed contractor learning behaviors to provide future career path recommendations while ignoring current market trends. This work proposes a framework that combines reinforcement learning, Bayesian inference, and gradient boosting to provide recommendations on how contractors should behave when choosing new skills to learn. Compared with standard recommender systems, this framework does not learn from previous (often poor) behaviors to make future recommendations. Instead, it relies on a Markov decision process to operate on a graph of feasible actions and dynamically recommend profitable career paths. The framework uses market information to identify current trends and project future wages. Based on this information, it recommends feasible, relevant actions that a contractor can take to learn new, in-demand skills. Evaluation of the framework on 1.73 million job applications from an online labor market shows that its implementation could increase (1) the marketplace’s revenue by up to 6%, (2) contractors’ wages by 22%, and (3) the diversity of new skill acquisitions by 47%. A comparison with alternative recommender systems highlights the limitations of approaches that make recommendations based on previously observed learning behaviors. This paper was accepted by Chris Forman, information systems.","PeriodicalId":124312,"journal":{"name":"New York University Stern School of Business Research Paper Series","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-01-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121021030","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
B. Bollinger, K. Gillingham, S. Lamp, Tsvetan G. Tsvetanov
{"title":"Promotional Campaign Duration and Word-of-Mouth in Durable Good Adoption","authors":"B. Bollinger, K. Gillingham, S. Lamp, Tsvetan G. Tsvetanov","doi":"10.2139/ssrn.3500933","DOIUrl":"https://doi.org/10.2139/ssrn.3500933","url":null,"abstract":"Intensive promotional marketing campaigns can be used to introduce products to consumers with the goal of increasing awareness, consideration, purchase, and word-of-mouth (WOM). In this paper, we study the role of campaign duration on solar photovoltaic adoption using a large-scale field experiment, in which we randomly assign communities to campaigns with shorter durations, increasing the marketing intensity to maintain the same total resources per campaign. In our context, a nonprofit partner conducts the campaign in cooperation with an installer selected by the community. We combine detailed campaign information with administrative data on solar adoptions and a large-scale survey of adopters to assess the effect of campaign duration on the number of campaign events, prices paid, product adoption, and potential determinants of adoption during the campaign. We find that shortening the length of the campaign did not affect installer behavior, price, or product adoption during the campaign but led to significantly fewer leads and less WOM, resulting in significantly lower post-campaign adoption rates.","PeriodicalId":124312,"journal":{"name":"New York University Stern School of Business Research Paper Series","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117121098","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}