Essays on regulatory risk issues

Most studies around that try to verify the existence of regulatory risk look mainly at developed countries. Looking at regulatory risk in emerging market regulated sectors is no less important to improving and increasing investment in those markets. This thesis comprises three papers comprising regulatory risk issues. In the first Paper I check whether CAPM betas capture information on regulatory risk by using a two-step procedure. In the first step I run Kalman Filter estimates and then use these estimated betas as inputs in a Random-Effect panel data model. I find evidence of regulatory risk in electricity, telecommunications and all regulated sectors in Brazil. I find further evidence that regulatory changes in the country either do not reduce or even increase the betas of the regulated sectors, going in the opposite direction to the buffering hypothesis as proposed by Peltzman (1976). In the second Paper I check whether CAPM alphas say something about regulatory risk. I investigate a methodology similar to those used by some regulatory agencies around the world like the Brazilian Electricity Regulatory Agency (ANEEL) that incorporates a specific component of regulatory risk in setting tariffs for regulated sectors. I find using SUR estimates negative and significant alphas for all regulated sectors especially the electricity and telecommunications sectors. This runs in the face of theory that predicts alphas that are not statistically different from zero. I suspect that the significant alphas are related to misspecifications in the traditional CAPM that fail to capture true regulatory risk factors. On of the reasons is that CAPM does not consider factors that are proven to have significant effects on asset pricing, such as Fama and French size (ME) and price-to-book value (ME/BE). In the third Paper, I use two additional factors as controls in the estimation of alphas, and the results are similar. Nevertheless, I find evidence that the negative alphas may be the result of the regulated sectors premiums associated with the three Fama and French factors, particularly the market risk premium. When taken together, ME and ME/BE regulated sectors diminish the statistical significance of market factors premiums, especially for the electricity sector. This show how important is the inclusion of these factors, which unfortunately is scarce in emerging markets like Brazil.

Um teste de paridade coberta de juros, ajustada por prêmio de risco, para a economia brasileira entre 2007 e 2010

O conceito de paridade coberta de juros sugere que, na ausência de barreiras para arbitragem entre mercados, o diferencial de juros entre dois ativos, idênticos em todos os pontos relevantes, com exceção da moeda de denominação, na ausência de risco de variação cambial deve ser igual a zero. Porém, uma vez que existam riscos não diversificáveis, representados pelo risco país, inerentes a economias emergentes, os investidores exigirão uma taxa de juros maior que a simples diferença entre as taxas de juros doméstica e externa. Este estudo tem por objetivo avaliar se o ajustamento das condições de paridade coberta de juros por prêmios de risco é suficiente para a validação da relação de não-arbitragem para o mercado brasileiro, durante o período de 2007 a 2010. O risco país contamina todos os ativos financeiros emitidos em uma determinada economia e pode ser descrito como a somatória do risco de default (ou risco soberano) e do risco de conversibilidade percebidos pelo mercado. Para a estimação da equação de não arbitragem foram utilizadas regressões por Mínimos Quadrados Ordinários, parâmetros variantes no tempo (TVP) e Mínimos Quadrados Recursivos, e os resultados obtidos não são conclusivos sobre a validação da relação de paridade coberta de juros, mesmo ajustando para prêmio de risco. Erros de medidas de dados, custo de transação e intervenções e políticas restritivas no mercado de câmbio podem ter contribuído para este resultado.

Estimating Relative Risk Aversion, Risk-Neutral and Real-World Densities using Brazilian Real Currency Options

Building Risk-Neutral Densities (RND) from options data can provide market-implied expectations about the future behavior of a financial variable. And market expectations on financial variables may influence macroeconomic policy decisions. It can be useful also for corporate and financial institutions decision making. This paper uses the Liu et all (2007) approach to estimate the option-implied Risk-neutral densities from the Brazilian Real/US Dollar exchange rate distribution. We then compare the RND with actual exchange rates, on a monthly basis, in order to estimate the relative risk-aversion of investors and also obtain a Real-world density for the exchange rate. We are the first to calculate relative risk-aversion and the option-implied Real World Density for an emerging market currency. Our empirical application uses a sample of Brazilian Real/US Dollar options traded at BM&F-Bovespa from 1999 to 2011. The RND is estimated using a Mixture of Two Log-Normals distribution and then the real-world density is obtained by means of the Liu et al. (2007) parametric risktransformations. The relative risk aversion is calculated for the full sample. Our estimated value of the relative risk aversion parameter is around 2.7, which is in line with other articles that have estimated this parameter for the Brazilian Economy, such as Araújo (2005) and Issler and Piqueira (2000). Our out-of-sample evaluation results showed that the RND has some ability to forecast the Brazilian Real exchange rate. Abe et all (2007) found also mixed results in the out-of-sample analysis of the RND forecast ability for exchange rate options. However, when we incorporate the risk aversion into RND in order to obtain a Real-world density, the out-of-sample performance improves substantially, with satisfactory results in both Kolmogorov and Berkowitz tests. Therefore, we would suggest not using the “pure” RND, but rather taking into account risk aversion in order to forecast the Brazilian Real exchange rate.

As práticas e o processo de diferenciação estratégica no surgimento de novas capacidades organizacionais: uma análise no lançamento de novos produtos

O processo de lançamento de novos produtos e serviços possui etapas significativas caracterizadas por atividades, rotinas e práticas que a define, e busca explorar a estratégia de diferenciação como processo-chave e determinante de sucesso (DEEDS; DECAROLIS; COOMS, 1999). Este estudo investiga como surgem novas capacidades organizacionais a partir do lançamento de novos serviços em busca de diferenciação no mercado. As práticas foram escolhidas como canal para entender de que forma as atividades e competências são direcionadas dentro da organização em atendimento a uma demanda emergente do mercado, fazendo com que a organização se diferencie das demais em um ambiente competitivo e demarcado por rápidas mudanças. O conceito de capacidades dinâmicas se encaixa à medida que o setor em que a organização pesquisada está inserida é carregado por informações que, por sua vez, está exposto a mudanças constantes, o que exige adaptação a todo o momento. A metodologia, qualitativa, foi realizada através da análise de trechos de documentos, vídeo e reportagens disponíveis no mercado a respeito do assunto, complementado por entrevistas em profundidade realizada com os responsáveis pela operação e lançamento deste novo serviço. Como resultado, foi encontrado que as práticas permitem a seleção das melhores atividades, rotinas e do que funciona ou não na organização. Permitem a criação de novas capacidades e a expressão das capacidades absorvitiva, adaptativa e inovativa, envolvidas na criação de um novo serviço para atender a demanda emergente do mercado.

Do capital controls boost resilence to crises?

Os controles de capitais estão novamente em voga em razão dos países emergentes reintroduzirem essas medidas nos últimos anos face a abundante entrada de capital internacional. As autoridades argumentam que tais medidas protegem as economias no caso de uma “parada abrupta” desses fluxos. Será demonstrado que os controles de capitais parecem fazer com que as economias emergentes (EMEs) fiquem mais resistentes diante de uma crise financeira (por exemplo, uma queda na atividade econômica seguida de uma crise é menor quando o controle é maior). No entanto, os controles de capitais parecem deixar as economias emergentes (EMEs) também mais propícias a uma crise. Deste modo, as autoridades devem ser cautelosas na avaliação quanto aos riscos e benefícios relativos a aplicação das medidas dos controles de capitais.

Do capital controls boost EME´s resilience to financial crises?

Capital controls are again in vogue as a number of emerging markets have reintroduced these measures in recent years in response to a “flood” of international capital. Policymakers use these tools to buttress their economies against the “sudden stop” risk that accompanies international capital flows. Using a panel VAR model, we show that capital controls appear to make emerging market economies (EMEs) more resistant to financial crises by showing that lower post-crisis output loss is correlated with stronger capital controls. However, EMEs that employ capital controls seem to be more crisis-prone. Thus, policymakers should carefully evaluate whether the benefits of capital controls outweigh their costs.

Brazil & Lusphone Africa: a study of history, international relations, & international trade

This report was inspired by a personal motivation to acquire more in depth knowledge about Brazil and Lusophone (Portuguese speaking) African nations and how they interact with each other in relation to their common colonial histories, cultures, and on matters of international relations, international development, and international trade. The countries selected for purpose and focus of this report are Brazil, Angola, and Mozambique; reference will also be made with respect to other Lusophone African countries such as Cabo Verde, Guinea-Bissau, and São Tomé e Príncipe. Some of the research methodologies used to gather information about Brazil, Angola, Mozambique, and other Lusophone African nations in relation to their respective histories, international relations, international trade relations, and roles in the global economy as emerging market nations.

Why join a carbon club?: a study of the banks participating in the Brazilian “Business for Climate Platform”

Why do firms that present low levels of (direct) carbon emissions participate in “carbon clubs”, which have the goal of managing and reducing greenhouse gas (GHG) emissions? In order to answer this question, we collected data from both primary and secondary sources from firms operating in the Brazilian banking sector, which are members of the Businesses for Climate Platform (Plataforma Empresas pelo Clima e EPC). We first looked for answers in the institutional theory and resource based view of the firm (RBV). By confronting the arguments presented by these streams of scientific enquiry with empirical data, we worked on theory testing. In particular, we analyzed the institutional pressures and resources and capabilities of the focus companies, in order to understand the rationales for proactive sustainability management. We found evidences of the arguments presented by both the institutional theory and the RBV. By studying an industry that is not a frequent subject to research on socio-environmental issues e for not being considered of high impact e in an emerging market economy, the research contributes to both the further development of the institutional theory and the advancement of sustainability management in corporations.

Exchange rate management techniques

This briefing note addresses the question: What revisions of financial regulation and financial governance in Brazil are necessary to support Brazilian development? What’s in place and what’s missing? The focus here is a dimension of financial regulation and governance: the regulation of capital flows and of exchange rate operations. The arguments are organized in the following manner. In the next section, we summarize the impacts of th crisis on the emerging-market economies and on the regulation of the international monetary and financial system. The third section discusses the post-crisis dilemmas faced by these economies. Finally, the fourth section presents some policy recommendations for Brazil.

Monetary arrangements for emerging economies

In this paper we look at various alternatives for monetary regimes: dollarization, monetary union and local currency. We use an extension of the debt crisis model of Cole and Kehoe ([3], [4] and [5]), although we do not necessarily follow their sunspot interpretation. Our focus is to appraise the welfare of a country which is heavily dependent on international capital due to low savings, for example, and might suffer a speculative attack on its external public debt. We study the conditions under which countries will be better off adopting each one of the regimes described above. If it belongs to a monetary union or to a local currency regime, a default may be avoided by an ination tax on debt denominated in common or local currency, respectively. Under the former regime, the decision to inate depends on each member country's political inuence over the union's central bank, while, in the latter one, the country has full autonomy to decide about its monetary policy. The possibility that the government inuences the central bank to create ination tax for political reasons adversely affects the expected welfare of both regimes. Under dollarization, ination is ruled out and the country that is subject to an external debt crisis has no other option than to default. Accordingly, one of our main results is that shared ination control strengthens currencies and a common-currency regime is superior in terms of expected welfare to the local-currency one and to dollarization if external shocks that member countries suffer are strongly correlated to each other. On the other hand, dollarization is dominant if the room for political ination under the alternative regime is high. Finally, local currency is dominant if external shocks are uncorrelated and the room for political pressure is mild. We nish by comparing Brazil's and Argentina's recent experiences which resemble the dollarization and the local currency regimes, and appraising the incentives that member countries would have to unify their currencies in the following common markets: Southern Common Market, Andean Community of Nations and Central American Common Market.

When a local competitor (slightly) shakes up the global giant: a case on the soft drink market

As marcas globais mantiveram muita atenção no campo do marketing (Kotler, 1997; Holt, Quelch, e Taylor, 2004; Özsomer e Altaras, 2008), enquanto as marcas locais foram subestimadas (Ger, 1999; Schuiling e Kapferer, 2004). No entanto, o debate adaptação contra padronização foi amplamente discutido. Centra-se na definição de como uma empresa internacional deve construir a sua estratégia: ao padronizar sua estratégia de marketing ou, adaptando para melhor atender a cultura e às necessidades locais (Levitt, 1983; Subhash, 1989; Herbig, 1998; Holt, 2004; Melewar e Vemmervik , 2004; Heerden e Barter, 2008). No entanto, este assunto não foi discutido no contexto específico do consumo alternativo oferecido por concorrentes locais específicos. Hoje em dia, um aumento na oferta de produtos alternativos é observado. O consumo socialmente responsável está crescendo (Sen e Bhattacharya, 2001; Holt, 2002; Loureiro, 2002; François-Lecompte e Valette-Florence, 2006). O mercado dos refrigerantes de cola é de interesse particular. Colas alternativas são refrigerantes de cola que surgiram durante a última década em algumas regiões ou zonas específicas do mundo. Estas colas claramente posicionam-se como uma alternativa ao refrigerante global Coca-Cola. A alternativa não é baseada no preço mas nas características especiais dos produtos que constituem uma proposição de valor específica, diferente da Coca-Cola. Na França, desde uma década, o número de colas regionais aumentou, sendo mais de quinze hoje. O refregirante Breizh Cola foi lançado em 2002 e atinge quase uma quota de mercado de 10% na região Bretanha hoje. Em 2009, a Coca-Cola Entreprise iniciou uma campanha de marketing específica, na Bretanha, baseada em recursos visuais e parcerias regionais. Este caso de adaptação em um contexto de concorrência local específico é explorado nesta dissertação que incide sobre as razões da preferência para Breizh Cola, de um lado, e sobre as acções empreendidas pela Coca-Cola na Bretanha, do outro lado. Este estudo mostra que a Coca-Cola anda nos passos de Breizh Cola, a fim de melhor atender às expectativas local.

Internet share of advertising expenditure : growth drivers and inhibitors in the brazilian market

Os investimentos com publicidade na Internet como uma percentagem das despesas totais de publicidade variam significativamente de um país para outro. O número é tão baixo quanto 4,7% no mercado brasileiro e tão alto como 28,5% no mercado britânico (ZenithOptimedia, 2011b). Algumas razões explicam tal disparidade. No nível macro, a participação dos gastos com publicidade na Internet está fortemente ligada a variáveis como o produto interno bruto per capita e à penetração da Internet na população. No nível micro, uma pesquisa qualitativa foi feita para identificar os fatores que contribuem e inibem o crescimento da participação da publicidade online no mercado brasileiro. A vasta lista de inibidores parece ter profundo impacto sobre como os profissionais de mercado tomar decisões de alocação de investimento em publicidade por tipo de mídia. Devido à legislação, à auto-regulamentação e às dinâmicas da indústria, grande parte da tomada de decisão é realizada por agências de publicidade. Estas parecem ter fortes incentivos econômicos para selecionar outros tipos de mídia e não a Internet ao definir planos de mídia. Ao mesmo tempo, a legislação e a auto-regulamentação fornecem desincentivos para corretores de mídia a operar no mercado local. A falta de profissionais qualificados e a padronização limitada também desempenham papéis importante para inibir uma maior participação da Internet nos gastos com publicidade no Brasil. A convergência dos resultados quantitativos com os qualitativos indica possíveis motivos pelos quais a participação da publicidade online no Brasil é tão baixa. Em primeiro lugar, a participação é explicada pelo estágio de desenvolvimento dos países. Quanto mais rico e mais desenvolvido um país, maior a proporção de gastos com publicidade online tende a ser. Em segundo lugar, o estágio econômico emergente do Brasil potencialmente dá espaço para o aumento do ineficiências do mercado, tais como programas de descontos oferecidos de forma desproporcional para os principais decisores de alocação de investimentos de mídia. Este fato aparentemente produz um feedback negativo, contribuindo para manter a baixa participação da publicidade online no total dos investimentos publicitários.

The drivers for entry and expansion modes of U.S.- based MNES in Brazil

The drivers for entry and expansion modes of multinational enterprises (MNEs) have been studied by several authors over the last decades but empirical results have been historically mixed. More recently, Hennart (2009) argued that the reason for the inconsistent results to date resided in the fact that prior theories assumed that local markets could be freely accessed based on a unilateral decision by the MNEs, and then proposes an alternative framework in which the entry and expansion modes of MNEs in foreign countries are a solution based on the relative efficiency of both markets. In this study, the proposed framework is tested against the prior theories based on investments made by U.S.-based MNEs in Brazil from 2005 to 2010. The results suggest that the local market characteristics, more specifically the concentration ratio at the firm and asset levels, are indeed important to influence the entry and expansion mode of U.S.-based MNEs in Brazil, reinforcing the argument against MNEs-centric theories. However, differently from Hennart’s proposition, we were not able to confirm the hypotheses that the MNEs skills are relevant to influence the final solution. We have also tested whether the difference in growth rate between the two countries could be a driver for MNEs to favor acquisition over greenfield given the opportunity cost of postponing the investments. The test result, based on our sample, was not able to confirm this hypothesis.

The market strategies alternatives of an e-business start-up in Brazil

The e-business market is one of the fastest growing markets in Brazil, with e-business sales accounting for BRL 14.8 billion in 2010 and a growth of 40% per year (+1000% over the past 7 years). Sales-event clubs and collective bargaining websites are one of the most dynamic segments of the e-business market: the number of new players is increasing rapidly, with over 1200 collective bargaining websites currently operating in Brazil. In that context, growth and differentiation seem to be two key success factors for Coquelux. According to webshopper (23rd Edition, e-bit), growth can be achieved by targeting middle and low-income consumers from class C, who represent 50% of the total e-commerce sales. But Coquelux, which is specialized in desire and luxury brands, has built its reputation and competitive advantage through its “exclusivity”, by targeting wealthier consumers from classes A and B who are attracted by its fashionable and high-end positioning. The evolution (growth?) of this market and the development of its competition naturally raise a strategic question for Coquelux’s managers: can Coquelux grow and still maintain its competitive advantage? Should it grow by expanding its consumer base to class C? If so, how? Consumers from classes A, B or C must be targeted through the same online communication channels. Recent studies from the ABEP/ABIPEME emphasized the importance of social networks as a tool for converting new clients and gaining their loyalty, regardless of their social class. However, high-income and low-income e-consumers do not have the same consumption habits, do not respond to the same type of marketing strategies, and most importantly, do not share the same values. Thus, it seems difficult to expand Coquelux’s consumer base to class C without changing its marketing strategies and altering its image Three options were identified for Coquelux: reinforcing its leadership on the luxury segment and focusing on a small niche market (1), which would threaten its survival in the long run; completely changing its strategy and competing for a mass market through commercial brands (2), which requires major financial investments that managers don’t have access to; or finding an intermediary solution (3). This thesis’ recommendation for the third option consists in focusing on premium brands (rather than luxury) in order to increase sales volume (Coquelux’s most profitable sales happened with local desire brands) with products that appeal to class B but also attract the emerging class C which is looking for brand recognition. It could thus implement a slow entry strategy towards the mass market without damaging its main competitive advantage.

The Market for borrowing securities in Brazil

We report the results of an exploratory data analysis of the Brazilian securities lending market. The analysis is performed over the full historical data set of each individual loan offer and loan contract negotiated between January 2007 and August 2013. We give a quantitative description of volume and loan fee trends and fee dependence on asset characteristics. We also unveil new stylized facts specific to the Brazilian market on market access asymmetries between different types of investors. The emerging picture is that the Brazilian securities lending market is a complex environment with specific frictions and strong asymmetries among players. In particular, we describe a tax arbitrage operation performed by domestic mutual funds which generates a significant distortion in the data. In one such event, we estimate additional aggregate profits of 24.25 million Reais (around 10 million Dollars).