Finance and Financial Management Commons^™

Financial Wellbeing Of Working Canadians, Michael Ritacco

Undergraduate Student Research Internships Conference

The National Payroll Institute (NPI) conducts an annual survey to measure the financial situation of their members. Using this data, the Financial Wellness Lab (FWL) then analyzes and applies advanced machine learning techniques to gain meaningful insights on the respondents. Of the many areas the FWL investigates regarding this data, the primary focus is identifying similar groups of individuals (clusters), and how these groups differ from one another. Aspects such as financial residency, savings, spending, and debt all play an important role in differentiating between these groups, and also play a role in financial wellbeing. Since this survey has been …

An Analysis Of Weighted Least Squares Monte Carlo, Xiaotian Zhu

Electronic Thesis and Dissertation Repository

Since Longstaff and Schwartz [2001] brought the amazing Regression-based Monte Carlo (LSMC) method in pricing American options, it has received heated discussion. Based on the research done by Fabozzi et al. [2017] that applies the heteroscedasticity correction method to LSMC, we further extend the study by introducing the methods from Park [1966] and Harvey [1976]. Our work shows that for a single stock American Call option modelled by GBM with two exercise opportunities, WLSMC or IRLSMC provides better estimates in continuation value than LSMC. However, they do not lead to better exercise decisions and hence have little to no effect …

A Psychological Profile Of The Digitized Economy: Who Buys Cryptocurrencies, Nfts, And Meme-Stocks (And Why)?, Nicole Wolfe

Undergraduate Student Research Internships Conference

As the global digital economy continues to grow in interest and financial worth, it is imperative to harvest data to gain early information on this nuanced economy. Already, we have witnessed billions of dollars in losses and wins at the blink of an eye, encouragement to invest from well-known celebrities and politicians, and high anxiety from the newness, power consumption, and potential outcomes of this nuanced system. Stemming from the lack of solid evidence in this emerging field, we hope to gain more insight on the early players and variation within the digitized economy. Similarly, we hope to identify specific …

Deshkan Ziibi Conservation Impact Bond Replication, Si Zhe Yuan

Undergraduate Student Research Internships Conference

Description of the work that I did the summer and its respective outcomes.

Can Financialization Save Nature? The Case Of Endangered Species, Diane-Laure Arjalies, Delphine Gibassier

Business Publications

The current biodiversity loss is dramatic. Over the past 50 years, more than 68% of the mammals, birds, amphibians, reptiles, and fish on earth have disappeared, putting the planet's survival and its inhabitants – including human beings – at risk (WWF, 2020). Financialization, or the transformation of nature into financial assets, is increasingly proposed as a solution to the biodiversity crisis. Proponents of financialization believe that assigning a monetary value to nature will incentivize human beings to protect habitats and their species. This article offers a four-mechanism model of nature’s financialization, explaining why it is virtually impossible to financialize nature. …

The Motivations And Practices Of Impact Assessment In Socially Responsible Investing: The French Case And Its Implications For The Accounting And Impact Investing Communities, Diane-Laure Arjalies, Pierre Chollet, Patricia Crifo, Nicolas Mottis

Business Publications

This research note elaborates on the impact assessment practices of the French Socially Responsible Investing (SRI) industry. The research was conducted by the Scientific Committee of the French public SRI label based on interviews, participative observation, a survey, and documentary evidence. SRI is usually distinguished from impact investing in terms of investors’ different intentions (contributing to sustainable development in a financially savvy way for SRI vs. demonstrating a societal impact for impact investing). We show that, beyond this distinction, the meanings and motivations behind impact assessment in the SRI community are broadly different from impact assessment practices in impact investing, …

Prison Break From Financialization: The Case Of The Pri Reporting And Assessment Framework, Diane-Laure Arjaliès, Daniela Laurel, Nicolas Mottis

Business Publications

Purpose

This article seeks to unravel the mechanisms through which financial actors agreed upon a sustainability accounting standard without financializing social and environmental issues, i.e., assigning a monetary value to sustainability.

Design/Methodology/Approach

The article examines the Reporting and Assessment Framework created by the United Nations Principles for Responsible Investment (UN-PRI), the leading reporting sustainability framework in the asset management industry. It relies on a longitudinal case study that draws upon interviews, participant observation, and archival data.

Findings

The article demonstrates that the conception of the framework was a funnelling process of sustainability valuation comprising two co-constituted mechanisms: a process of …

Application Of Stochastic Control To Portfolio Optimization And Energy Finance, Junhe Chen

Electronic Thesis and Dissertation Repository

In this thesis, we study two continuous-time optimal control problems. The first describes competition in the energy market and the second aims at robust portfolio decisions for commodity markets. Both problems are approached via solutions of Hamilton-Jacobi-Bellman (HJB) and HJB-Isaacs (HJBI) equations.

In the energy market problem, our target is to maximize profits from trading crude oil by determining optimal crude oil production. We determine the optimal crude oil production rate by constructing a differential game between two types of players: a single finite-reserve producer and multiple infinite-reserve producers. We extend the deterministic unbounded-production model and stochastic monopolistic game to …

Analyst Talent, Information, And Investment Strategies, Zhichuan Li, Stephen R. Foerster, Zhenyang Tang, Chongyu Dang

Business Publications

Analyst talent, rather than the number of analysts following a firm, matters most to investors. We find: 1) Analysts with greater “natural” forecasting talent—controlling for experience, brokerage affiliation, and task complexity—contribute relatively more firm-specific rather than industry or market information; 2) Earnings forecasts by low-talent analysts may lead to substantial mispricing; 3) When earnings surprises are large, post-earnings-announcement drift is more prominent among firms covered by low-talent analysts; 4) Firms with low-talent analysts have significantly more insider trading prior to positive earnings news; and 5) Investing following insider trading is more profitable in stocks followed by low-talent analysts.

Final Report: Brightspark And Alumni Relations Internship, Francesca Denoble

SASAH 4th Year Capstone and Other Projects: Publications

For the first half of my Experiential Learning Credit, I worked for Brightspark Canada as an Educational Tour Leader. Brightspark Canada is a renowned travel company that operates out of Toronto, Ontario, and specializes in educational tours for elementary and high school students. As I tour leader, I travelled with schools to destinations such as Ottawa, Quebec City, and Montreal for days at a time and was responsible for executing the itinerary, providing historical spiels about the places with visited, and seeing to the safety of everyone in my group.

The skills most integral to the success of my job …

Corporate Social Responsibility And Ceo Risk-Taking Incentives, Zhichuan Li

Business Publications

We examine how firms adjust CEO risk-taking incentives in response to risk environments associated with their corporate social responsibility (CSR) standing. We find strong evidence that as a firm's CSR status improves (declines), increasing (decreasing) its risk-taking capacity, the firm responds by adjusting compensation contracts to increase (decrease) CEO risk-taking incentives (Vega). One channel of the adjustment is through stock option grants. Further analyses indicate that the positive CSR-Vega association is stronger in firms with better corporate governance and in industries where riskiness is more important. Our evidence indicates that firms are not passive in response to changes in CSR …

Drivers Of Research Impact: Evidence From The Top Three Finance Journals, Zhichuan Li, Chongyu Dang

Business Publications

We study the characteristics of all published papers in the top three finance journals (JF, JFE, and RFS) and how these paper characteristics affect the number of citations in Google Scholar and the Web of Science database. First, we find the characteristics in the universalist perspective remain constant while the characteristics in the constructivist and presentation perspectives increase over time. Second, some characteristics are significantly different between the high impact and the low impact papers. Third, paper quality, research method, journal placement, and paper age are the most important drivers. Last, different drivers play different roles in different journals.

The Role Of Mutual Funds In Corporate Social Responsibility, Zhichuan Li, Saurin Patel, Srikanth Ramani

Business Publications

This paper examines the role of mutual funds in corporate social responsibility (CSR). Using a fund-level, holdings-based CSR score, we find that CSR-friendly mutual funds improve firms’ CSR standings. This effect is more pronounced for firms with higher mutual fund ownership and stronger corporate governance. We further show that while CSR-friendly mutual funds have influence on almost all CSR categories, they focus on increasing CSR strengths rather than reducing CSR concerns. We also discover that CSR-friendly funds are more likely to vote in favor of CSR proposals, and that firms owned by CSR-friendly funds are more likely to link their …

A Learning Curve Of The Market: Chasing Alpha Of Socially Responsible Firms, Zhichuan Li, Jun Wang, Dylan Minor, Chongyu Dang

Business Publications

This paper explores stock market reactions to corporate social performance. We find that a value-weighted portfolio based on the list of “100 Best CSR companies in the world”, published by Reputation Institute, yields statistically significant annual abnormal returns of 1.63% and 1.26%, by controlling for Carhart four factors and Fama-French five factors, respectively (2.39% and 1.84% respectively for an equal-weighted portfolio). Moreover, such abnormal returns decrease as time goes, especially after the inaugural publication of the CSR lists in 2013. The paper also indicates that companies with better social performance are more likely to have positive earnings surprises, and that …

Product Categories As Judgment Devices: The Moral Awakening Of The Investment Industry, Diane-Laure Arjaliès, Rodolphe Durand

Business Publications

Product categories are more than classification devices that organize markets; when reflecting market actors' purposes, they are also judgment devices. Taking stock of the literature on product categories and drawing on the distinction between the faculties of knowing and judging, we elaborate a framework that accounts for how and why market actors include or exclude normative attributes in a product category definition. Based on a field study of the development of Socially Responsible Investment (SRI) funds in France, we describe the phases and conditions of a judgment framework for category definition, for both established and nascent categories. We discuss implications …

"At The Very Beginning, There's This Dream." The Role Of Utopia In The Workings Of Local And Cryptocurrencies, Diane-Laure Arjaliès

Business Publications

Since the 2008 financial crisis, the number of alternative currencies aiming at transforming global financial institutions, such as local and complementary currencies (LCC) and cryptocurrencies, has exploded. Yet the motivations and workings of such monies are relatively unknown. This chapter aims to fill this gap by providing a framework that uncovers the ideals pursued by alternative currencies, and the effects of those ideals on the production of money. To do so, I present a comparative analysis of the valuation infrastructure – the processes through which value(s) is produced – of one LCC, Sol Violette, and three cryptocurrencies, Bitcoin, Ğ1 …

Product Categories As Judgment Devices: The Moral Awakening Of The Investment Industry, Diane-Laure Arjalies

Business Publications

Product categories are more than classification devices that organize markets; when reflecting market actors' purposes, they are also judgment devices. Taking stock of the literature on product categories and drawing on the distinction between the faculties of knowing and judging, we elaborate a framework that accounts for how and why market actors include or exclude normative attributes in a product category definition. Based on a field study of the development of Socially Responsible Investment (SRI) funds in France, we describe the phases and conditions of a judgment framework for category definition, for both established and nascent categories. We discuss implications …

Three Essays On The Financial Capital Markets, Diep Nguyen

Electronic Thesis and Dissertation Repository

This thesis is comprised of three integrated studies highlighting the financial capital markets and corporate finance decisions in response to market conditions.

The first study (Chapter 2) looks at the stock-like/bond-like behavior of Canadian income trusts, in particular how the sensitivities of income trusts’ returns to stock and bond market factors change over time, around different events, and depending on corporate strategy and firm characteristics. We find that income trusts are priced more like bonds compared to matched corporations before a surprise announcement that removes the tax advantage of income trusts (the Tax Fairness Plan announcement), while they become more …

Three Essays In Empirical Finance, Srikanth Ramani

Electronic Thesis and Dissertation Repository

This thesis includes three essays in mutual funds, empirical finance, and asset pricing.

The first essay explores the relation between mutual fund ownership and how it affects firms’ corporate social responsibility (CSR) engagements. The essay classifies mutual funds into CSR-friendly and CSR-unfriendly funds using a holdings-based, value-weighted mutual fund corporate social rating (MFCSR). The empirical results show that firms with higher CSR-friendly ownership are associated with increased future levels of CSR and the firms with higher CSR-unfriendly ownership are associated with decreased future levels of CSR. This result is robust after controlling for many observable firm characteristics and firm-specific unobservable …

Three Essays On Structural Models, Xinghua Zhou

Electronic Thesis and Dissertation Repository

My thesis includes three papers on contingent claims valuation of corporate securities using structural models of credit risk. Our study focuses on structural models and their applications in estimating damages in security class actions, option pricing and warrant pricing. Securities class actions typically involve some misrepresentation by a firm that overstates its true value. In securities class actions econometric models are used to assess damages to shareholders. However, studies on measuring damages for debt-holders are limited. My first paper uses a modified Merton framework to measure the impact of misrepresentation on the value of other components (e.g., debt, warrants) of …

Beyond Numbers: How Investment Managers Accommodate Societal Issues In Financial Decisions, Diane-Laure Arjaliès, Pratima Bansal

Business Publications

Investment managers use financial numbers to assess the quality of their portfolios, which requires them to estimate the market value of their assets—i.e., the priced trading of such assets. Prior research has shown that investment managers tend to disregard information that does not easily integrate into financial numbers, such as environmental, social and governance (ESG) criteria. We argue that when investment managers use visuals to incarnate ESG criteria, they are more likely to accommodate societal issues in their financial decisions. We undertook a three-year ethnography of an asset management company to better understand how investment managers respond to ESG criteria. …

Industry Tournament Incentives, Zhichuan Li

Business Publications

We empirically assess industry tournament incentives for CEOs, as measured by the compensation gap between a CEO at one firm and the highest-paid CEO among similar (industry, size) firms. We find that firm performance, firm risk, and the riskiness of firm investment and financial policies are positively associated with the external industry pay gap. The industry tournament effects are stronger when industry, firm, and executive characteristics indicate high CEO mobility and a higher probability of the aspirant executive winning.

Some Applications Of Higher-Order Hidden Markov Models In The Exotic Commodity Markets, Heng Xiong

Electronic Thesis and Dissertation Repository

The liberalisation of regional and global commodity markets over the last several decades resulted in certain commodity price behaviours that require new modelling and estimation approaches. Such new approaches have important implications to the valuation and utilisation of commodity derivatives. Derivatives are becoming increasingly crucial for market participants in hedging their exposure to volatile price swings and in managing risks associated with derivative trading. The modelling of commodity-based variables is an integral part of risk management and optimal-investment strategies for commodity-linked portfolios. The characteristics of commodity price evolution cannot be captured sufficiently by one-state driven models even with the inclusion …

Risk-Adjusted Inside Debt, Zhichuan Li, Shannon Lin, Shuna Sun, Alan Tucker

Business Publications

Compensation theory holds that executive aggression is related to both the level and riskiness of “inside debt” - promises from firms to pay their executives fixed sums of cash in the future, including pensions and deferred compensation. However, previous researchers have only examined the level of inside debt. We provide an inside debt metric that is conceptually superior to previously used metrics, as it incorporates the riskiness of inside debt. For the entire sample, our metric offers modest improvement in fit over past metrics, where the dependent variable is future equity return volatility. Furthermore, the relation between future volatility and …

Risk-Adjusted Inside Debt, Frank Li, Shannon Lin, Shuna Lin, Alan Tucker

Business Publications

Compensation theory holds that executive aggression is related to both the level and riskiness of “inside debt” - promises from firms to pay their executives fixed sums of cash in the future, including pensions and deferred compensation. However, previous researchers have only examined the level of inside debt. We provide an inside debt metric that is conceptually superior to previously used metrics, as it incorporates the riskiness of inside debt. For the entire sample, our metric offers modest improvement in fit over past metrics, where the dependent variable is future equity return volatility. Furthermore, the relation between future volatility and …

Three Essays In Empirical Finance And Corporate Governance, Chongyu Dang

Electronic Thesis and Dissertation Repository

This thesis includes three integrated articles in empirical finance and corporate governance.

The first article studies the effects of sell-side financial analysts’ innate ability on corporate insider trading prior to annual earnings announcements from the perspective of information asymmetry. The empirical results show that analysts with higher innate ability are associated with lower level of net buys when insiders have “good” inside information about earnings, but this relation does not hold for net sells when insiders have “bad” inside information. The effects of analysts’ innate ability mostly reside in opportunistic trading rather than routine trading. The tests of analysts’ initial …

The Causes And Consequences Of Corporate Short-Termism, Mark R. Desjardine

Electronic Thesis and Dissertation Repository

Corporate short-termism is one of the most significant concerns facing companies and society today. It demands that companies maximize profits in the short term regardless of the long-term consequences. Corporate short-termism can destroy long-run wealth generation, fuel job lay-offs, impede innovation, and neglect society’s social and environmental interests. Paul Polman, CEO of Unilever, declares that short-termism, “lies at the heart of many of today’s problems.”

In spite of the potential harm it may cause, corporate short-termism is one of least understood topics in management research. Anecdotal evidence suggests that financial market pressures fuel corporate short-termism, but little research has explored …

Endogeneity In Ceo Power: A Survey And Experiment, Zhichuan Li

Business Publications

The endogeneity problem has always been one, if not the only, obstacle to understanding the true relationship between different aspects of empirical corporate finance. Variables are typically endogenous, instruments are scarce, and causality relations are complicated. As the first attempt to summarize different econometric methods that are commonly used to address endogeneity concerns in the context of corporate governance, we explore the relation between CEO power and firm performance, as an experiment, to illustrate how these methods can be used to mitigate the endogeneity problem and by how much. After carefully dealing with the endogeneity issues, we find strong evidence …

Strategic Overpricing Of Initial Public Offerings, Zheng Liu

Electronic Thesis and Dissertation Repository

This dissertation extends theory and empirical research on Initial Public Offerings (IPOs) to include the unique context faced by underwriters that have the flexibility to overprice cold offerings. First, it argues that underwriters have the incentive to deliberately overprice weakly-received offerings in order to avert potential withdrawal of the offerings and loss of underwriting commissions. It then empirically tests this argument and finds supporting evidence. Measuring underwriter pricing intention by the NASDAQ-adjusted percentage change from the offer price to the closing price three days prior to the end of the quiet period, we find deliberate overpricing to be more pronounced …

Socially Responsible Investment In A Changing World, Desheng Wu

Electronic Thesis and Dissertation Repository

Socially responsible investment funds make up a growing segment of the investment world. This work considers the impact of including SRI in an investor portfolio both normally and during crisis times. Regimes are identified using Markov switching models. This study is based on return data of four indices, namely, the MSCI World Index, S&P 500, Eurostoxx 50, and the socially responsible index - Advanced Sustainable Performance Index (ASPI). The approaches used are portfolio optimization, GARCH and Markov switching models. Our work shows that a socially responsible index is a good asset to keep in a portfolio. Our simulation results suggest …