Essays on decision sciences: exploring cognition, information processing, and complexity

This thesis provides three original contributions to the field of Decision Sciences. The first contribution explores the field of heuristics and biases. New variations of the Cognitive Reflection Test (CRT--a test to measure "the ability or disposition to resist reporting the response that first comes to mind"), are provided. The original CRT (S. Frederick [2005] Journal of Economic Perspectives, v. 19:4, pp.24-42) has items in which the response is immediate--and erroneous. It is shown that by merely varying the numerical parameters of the problems, large deviations in response are found. Not only the final results are affected by the proposed variations, but so is processing fluency. It seems that numbers' magnitudes serve as a cue to activate system-2 type reasoning. The second contribution explores Managerial Algorithmics Theory (M. Moldoveanu [2009] Strategic Management Journal, v. 30, pp. 737-763); an ambitious research program that states that managers display cognitive choices with a "preference towards solving problems of low computational complexity". An empirical test of this hypothesis is conducted, with results showing that this premise is not supported. A number of problems are designed with the intent of testing the predictions from managerial algorithmics against the predictions of cognitive psychology. The results demonstrate (once again) that framing effects profoundly affect choice, and (an original insight) that managers are unable to distinguish computational complexity problem classes. The third contribution explores a new approach to a computationally complex problem in marketing: the shelf space allocation problem (M-H Yang [2001] European Journal of Operational Research, v. 131, pp.107--118). A new representation for a genetic algorithm is developed, and computational experiments demonstrate its feasibility as a practical solution method. These studies lie at the interface of psychology and economics (with bounded rationality and the heuristics and biases programme), psychology, strategy, and computational complexity, and heuristics for computationally hard problems in management science.

Ataques especulativos sobre dívidas e regimes monetários

A tese pretende conhecer de forma profunda a metodologia de ataques especulativos sobre dívidas, desenvolvida por Cole e Kehoe (1996), e tem três objetivos principais: (i) aplicá-la a outros países, além do México, que é feito na versão original; (ii) entender a opção de um país dolarizar, em relação à alternativa de manter sua moeda local, quando a economia depende da entrada de capitais financeiros internacionais; e (iii) estudar a união monetária como uma terceira alternativa de regime monetário, em comparação com a dolarização e o regime de moeda local. O modelo de crises da dívida de Cole-Kehoe é aplicado às economias da Coréia, da Rússia e do Brasil. Modifica-se este modelo para incluir dívida denominada em moeda local, que é totalmente adquirida pelos consumidores nacionais e que dá ao governo a possibilidade de obter receitas por meio da cobrança de um imposto inflacionário sobre estes ativos. As receitas obtidas desta forma podem ser utilizadas para pagar os banqueiros internacionais e evitar uma crise da dívida externa, que ocorreria, em caso contrário. Considera-se também, neste caso, que o banco central possa estar sujeito a pressões de seu governo para gerar estas receitas. Analogamente, para representar um país pertencente a uma união monetária, inclui-se dívida denominada em moeda comum e um governo central no modelo original. A política monetária da união está subordinada à decisão conjunta de todos os países membros. Supõe-se também que o banco central da união possa sofrer pressões políticas de alguns governos nacionais sem disciplina fiscal e dispostos a obter receitas de imposto inflacionário sobre a dívida. Na dolarização, a política monetária está submetida a do banco central do país âncora e, portanto, não há possibilidade de o governo gerar receitas extraordinárias sobre a dívida, a menos que haja forte simetria dos choques que atingem a economia dolarizada e o país âncora. Considerando estas peculiaridades dos três regimes monetários, os níveis de bem-estar são caracterizados e avaliados numericamente para o Brasil. Além disso, obtém-se a política ótima do governo para a dívida em dólar, segundo os três regimes.

Speculative attacks on debts, dollarization and optimum currency areas

The purpose of this article is to contribute to the discussion of the financial aspects of dollarization and optimum currency areas. Based on the model of self-fulfilling debt crisis developed by Cole and Kehoe [4], it is possible to evaluate the comparative welfare of economies, which either keep their local currency and an independent monetary policy, join a monetary union or adopt dollarization. In the two former monetary regimes, governments can issue debt denominated, respectively, in local and common currencies, which is completely purchased by national consumers. Given this ability, governments may decide to impose an inflation tax on these assets and use the revenues so collected to avoid an external debt crises. While the country that issues its own currency takes this decision independently, a country belonging to a monetary union depends on the joint decision of all member countries about the common monetary policy. In this way, an external debt crises may be avoided under the local and common currency regimes, if, respectively, the national and the union central banks have the ability to do monetary policy, represented by the reduction in the real return on the bonds denominated in these currencies. This resource is not available under dollarization. In a dollarized economy, the loss of control over national monetary policy does not allow adjustments for exogenous shocks that asymmetrically affect the client and the anchor countries, but credibility is strengthened. On the other hand, given the ability to inflate the local currency, the central bank may be subject to the political influence of a government not so strongly concerned with fiscal discipline, which reduces the welfare of the economy. In a similar fashion, under a common currency regime, the union central bank may also be under the influence of a group of countries to inflate the common currency, even though they do not face external restrictions. Therefore, the local and common currencies could be viewed as a way to provide welfare enhancing bankruptcy, if it is not abused. With these peculiarities of monetary regimes in mind, we simulate the levels of economic welfare for each, employing recent data for the Brazilian economy.