Making decisions in the absence of clear facts: a historical perspective

Recently, a claim has been made that executive decisions makers, far from being fact collectors, are actually fact users and integrators. As such, the claim continues, executive decision makers need help in understanding how to interpret facts, as well as guidance in making decisions in the absence of clear facts. This report justifies this claim against the backdrop of the modern history of decision making, from 1956 to the present. The historical excursion serves to amplify and clarify the claim, as well as to develop a theoretical framework for making decisions in the absence of clear facts. Two essential issues are identified that impact upon decision making in the absence of clear facts, as well criteria for decision making effectiveness under such circumstances. Methodological requirements and practical objectives round off the theoretical framework. The historical analysis enables the identification of one particular established methodology as claiming to meet the methodological requirements of the theoretical framework. Since the methodology has yet to be tried on information-poor situations, a further project is proposed that will test its validity.

Making decisions in the absence of clear facts

The effectiveness of a decision maker is not demonstrated through access to better or more information. Effectiveness is demonstrated in an ability to use, more resourcefully, whatever limited information is available, and to portray its implications more usefully. This paper demonstrates how decision makers can make systemic decisions in situations characterized by extremely limited information and, furthermore, what form such decisions take.

Overconfidence and confirmation bias: are future managers vulnerable?

Decision makers often use ‘rules of thumb’, or heuristics, to help them handling decision situations (Kahneman and Tversky, 1979b). Those cognitive shortcuts are taken by the brain to cope with complexity and time limitation of decisions, by reducing the burden of information processing (Hodgkinson et al, 1999; Newell and Simon, 1972). Although crucial for decision-making, heuristics come at the cost of occasionally sending us off course, that is, make us fall into judgment traps (Tversky and Kahneman, 1974). Over fifty years of psychological research has shown that heuristics can lead to systematic errors, or biases, in decision-making. This study focuses on two particularly impactful biases to decision-making – the overconfidence and confirmation biases. A specific group – top management school students and recent graduates - were subject to classic experiments to measure their level of susceptibility to those biases. This population is bound to take decision positions at companies, and eventually make decisions that will impact not only their companies but society at large. The results show that this population is strongly biased by overconfidence, but less so to the confirmation bias. No significant relationship between the level of susceptibility to the overconfidence and to the confirmation bias was found.

Mosaicos de áreas protegidas e unidades de conservação. Dificuldades e desafios num arranjo de governança híbrida: o caso do Mosaico Bocaina

O objetivo principal desta tese é compreender o funcionamento de um mosaico de áreas protegidas e unidades de conservação – o Mosaico Bocaina. Entende-se hoje que a política de conservação de biodiversidade depende da criação e adequada gestão de áreas protegidas. No entanto, a apropriação estatal de porções do território se deu por meio de decretos de criação de unidades de conservação num período em que não era obrigatória a consulta à população que habita essas localidades, o que acabou gerando inúmeros inconvenientes para ambos os lados e um verdadeiro imbróglio jurídico quando se trata do reconhecimento dos direitos difusos. O Mosaico Bocaina foi criado por uma portaria do Ministério do Meio Ambiente no final de 2006. Desde 2007 vem tentando se firmar como um instrumento de planejamento e gestão integrada e participativa de um conjunto unidades de conservação. Tenta-se também mitigar e buscar possíveis soluções para conflitos fundiários históricos criados pela sobreposição de territórios oficiais e tradicionais. Por meio da análise sistemática dos documentos produzidos no âmbito do seu Conselho Consultivo, e do acompanhamento das discussões de temas caros aos atores interagindo nesse fórum de governança híbrida, procuramos entender por que certos temas avançam e entram na agenda, sendo encaminhados para as instâncias decisórias competentes, e outros nem sequer conseguem ser processados, sendo bloqueados assim que entram na pauta. Identificamos que tal processo é resultado da dinâmica de configuração de forças de duas coalizões de defesa que disputam, mais que compartilham, espaços no território, e sempre polarizaram as discussões. De um lado, a coalizão pró-biodiversidade, que agrega gestores de unidades de conservação (tanto de proteção integral quanto de uso sustentado) e outros atores cujo foco nem sempre é uma agenda claramente conservacionista, mas excludente. De outro, a coalizão pró-sociodiversidade, que luta pela adoção de uma agenda socioambientalista e alternativa, com a inclusão e garantia do protagonismo das comunidades tradicionais nos projetos de desenvolvimento local sustentável. Acreditamos que essa polarização e dificuldade de construção de consensos baseados em princípios de colaboração e cooperação é resultado da própria complexidade da gestão da governança em fóruns híbridos como esse, complexidade esta derivada da coexistência de valores, preferências e interesses muitas vezes divergentes. Mas também conseguimos identificar outros fatores específicos, resultados de características locais e/ou escolhas realizadas pelo coletivo de atores ao longo da trajetória. A enorme assimetria de informação e poder entre os atores participantes, por exemplo, dificulta o desenvolvimento de confiança e mecanismos de reciprocidade. A adoção de uma coordenação colegiada, por outro lado, acabou comprometendo o surgimento de uma liderança ou instância neutra que funcionasse como mediadora dos processos de negociação entre as partes. O profundo desconhecimento das possibilidades – mas, sobretudo, também dos limites – dos mosaicos de áreas protegidas e unidades de conservação como instrumento de gestão territorial dentro do amplo Sistema Nacional de Unidades de Conservação gera expectativas de solução de conflitos que dependem de decisões que são tomadas alhures, o que acaba frustrando e desmobilizando os participantes de ambos os lados. A imagem de aparente apatia dos órgãos ambientais federais e estaduais, por sua vez, derivada da morosidade dos processos públicos, tende a infundir ainda mais incerteza no relacionamento entre os atores.

O gás sob pressão: o mapeamento de stakeholders e o lobby no parlamento

Este estudo objetivou identificar os stakeholders que influenciam a agenda do gás de xisto no parlamento brasileiro. A pesquisa teve uma abordagem qualitativa, uma vez que não houve preocupação com os números e sim com a percepção dos entrevistados. Além disso, os dados coletados na pesquisa de campo foram interpretados e alinhados com o referencial teórico desse trabalho. Quanto à metodologia, foi classificada como exploratória, uma vez que ainda há pouco conhecimento sobre a influência de grupos de interesse no Congresso Nacional, do tipo pesquisa de campo e de estudo de caso por se tratar especificamente da exploração do gás de xisto. A coleta de dados foi feita por meio de entrevistas e da aplicação de questionário com um roteiro previamente estabelecido. Após a análise dos dados, concluiu-se que há duas correntes que atuam na agenda do gás de xisto. A primeira tem um posicionamento que preza pela precaução, ou seja, é necessário que se descubra os impactos da exploração da atividade no meio ambiente antes que se decida iniciar a exploração e a produção do gás de xisto. A segunda corrente defende a exploração desse gás não convencional como forma de reduzir os custos de produção e aumentar a competitividade do país. Foram identificados 39 stakeholders que influenciam o andamento do Projeto de Lei 6904/2013, que suspende a autorização e a exploração do gás de xisto por um período de cinco anos. Isso mostra que os grupos de interesse, uns mais poderosos que outros, têm papel importante na formulação de políticas públicas e, através do lobby, buscam influenciar os tomadores de decisão de acordo com os seus objetivos.

Betting on winner: the effect of local elections on corporate political activity outcomes

How can managers successfully access political rents by way of corporate political strategies (CPA)? Existing research has suggested several endogenous factors that correlate with CPA outcomes. I offer a more robust solution to this problem. Drawing on insights from the perspective of CPA as exchanges between firms and political decision-makers, and from the special interest politics of political economy, I develop and test a causal mechanism that links local elections, legislative bargaining and access to political rents at the national level. I conducted a natural experiment using regression discontinuity design and propensity score matching in municipal elections in Brazil to show that firms enjoy superior access to subsidized financing from the state-owned national development bank (BNDES) when they decide to invest in municipalities whose winning mayoral candidate is coalition-aligned with the national ruler. This effect fades away fades away as the level of competition in the local election decreases. The evidence implies that when managers bet on national coalition-aligned winners in close local elections, they positively affect CPA outcomes. I extend the exchange-based typology of corporate political strategies by offering a novel possibility of targeting voters with financial inducements, which I call a private local development strategy. Finally, these results show that firms exchange their project-execution capabilities for superior access to subsidized financing.

Processo de formulação estratégica sob a perspectiva dos decisores da CAERN

Os estudos sobre estratégia têm se difundido há muitos anos e seu processo de formulação também está inserido no cotidiano dos gestores. O objetivo do presente trabalho é constatar se há relação entre o pensamento, formulação e mudança estratégica e o nível acadêmico, hierárquico e tempo no cargo dos decisores da CAERN. A abordagem teórica é realizada com os seguintes pontos: estratégia, Decisão e liderança organizacional e o processo de formação da estratégia (Pensamento estratégico; Formulação da estratégia; Mudança estratégica). O estudo é de caráter exploratório descritivo. Para a tabulação e análise dos dados, utilizou-se um programa estatístico em que foi adotada a técnica de análise fatorial, e verificou-se a confiabilidade da escala de Likert utilizada no questionário através do teste Alfa de Cronbach e análise de Spearman a fim de constatar a correlação das variáveis e proporcionar uma abordagem quantitativa à pesquisa. Todos os respondentes da pesquisa são tomadores de decisão cujos níveis hierárquicos que obtiveram representatividade na amostra foram coordenadores, gerentes e chefes de seção. A partir das análises dos resultados do estudo, constatou-se que, das hipóteses levantadas, apenas uma se mostrou coerente com a realidade dos profissionais responsáveis pela estratégia organizacional da empresa: Há correlação entre a formulação estratégica e o nível acadêmico dos decisores (no constructo de formulação deliberada). Notouse também que o nível de formação acadêmica (nível superior) é importante e influencia diretamente no processo da formulação estratégica. Conclui-se que na organização em estudo o conhecimento dos gestores interfere na formulação estratégica

Modelo de decisão multicritério para seleções interciclo das universidades novas: estudo na Universidade Federal do Rio Grande do Norte

The discussions wherein develop proposals for university reform in Brazil include, among other things, the conception of the university titled "New University", whose structural origin comes from the bill of higher education reform and unification of the foundations of education European upper (Bologna process). At its core, the Bologna process has imposed a series of transformations, among which, the promotion of mobility, as a stimulus to interinstitutional cooperation to enable an better and bigger qualification of the students. Nevertheless, what we see is that this point is one of the main points made flawed by Brazilian institutions that have adopted this model of higher education. An example is the Bachelor of Science and Technology - BC&T, Federal University of Rio Grande do Norte - UFRN, where there are problems of the internal order, represented by the problem of the reusing of the disciplines, such also of external order, in cases of transfers interinstitutional. Because of this, and knowing that this is a typical problem in which multiple criteria are involved, the aim of this study is to propose a multicriteria model for selection of interciclo of the BC&T of the UFRN which addresses the issue of mobility. For this, this study was of exploratory and study case nature, use as tools of data collection, the bibliographic and documentary research, as well as semi-structured interviews. For the elaboration of the model, were used the five phases most commonly used in the modeling of problems in operational research in a sample of 91 students of BC&T. As a result, we obtained a model that addresses the issue of internal and external mobility of the school and that, moreover, was also more robust and fair than the current model of BC&T and also what is used in other courses of the UFRN, taking into consideration the expected results by the decision makers

O Trabalho e o labirinto da responsabilidade socioempresarial:a experiência da cidadania empresarial do Banco do Brasil

In the current systemic crisis, economic policy is directed to correct the consequences of the functioning of this metabolism, but within the limits of the capital. From this perspective, decision makers propose trade policies, agricultural and industrial to ensure conditions for economic growth. However, as a dead end, there is failure of the State in giving efficacy to the operation of all segments of the economy, especially given the budget constraint. Public managers are forced to seek external resources, resuming the cycle of political allegiance to the interests of international financial and banking representatives, installed in so-called multilateral. The complex ideological capital comes into play in trying to convince society that the paths taken by governments are inevitable, and that capitalism can be "humanized", even with the realization of the growing inequalities caused by historical irrationalism of the production process of capital . In this sense, emerging concepts that attempt to demonstrate the compatibility of the system to real human needs. This ideological offensive is intended to legitimize the capital. The so-called third sector has a special highlight with the concept of corporate social responsibility. It creates a political environment in which the inevitable mix-up with new illusions offered by and often funding the metabolism of capital in order to perpetuate this system. In this context, political elites, and considerable portions of the academy, embark on "waves of capitalist optimism," while the sociometabolismo capital expands its historical limits, driving forces postponing their collapse, but that cause human suffering and ecological stress. Wars are disseminated to strengthen the deadly war industry and the automobile industry; and devastating the environment of which depends the capital system. In this scenario disassemble, propositions emerge around a "new social pact" in order to minimize the adverse effects of the dynamics of reproduction of capital. The business class is called to exercise its role through the discourse that appeals to social responsibility programs, in order to intervene directly in the "social question". The core of this research is precisely this point. Although there is considerable scholarship on the phenomenon of Social Responsibility and Corporate Citizenship, there is also an evident lack of this approach focused on the banking sector in Brazil. The importance of rentier capital increased ownership of shares in the wealth produced by all of Brazilian society, justifies a sociological research project on Social Responsibility in the domestic financial sector. In this sense, it was decided to perform a dynamic approach to the "Corporate Citizenship" in the banking industry, specifically in the Bank of Brazil. As this is a key institution, is important analyze of the impacts of this strategy fetish of capitalist reproduction, in order to evaluate the social legitimization of rentier capital in Brazil. In this scenario of the abundance of the discourse on social responsibility there exist a progressive impoverishment of professional work in this segment in Brazil. There is a dramatic mismatch between rhetoric and practice because of the trend of deepening vulnerability of the working conditions of the Brazilian bank worker, from the 1990's. In the specific case of the Bank of Brazil, the first initiative of the institution was to conform to the principles of the UNO and the Ethos Institute, aiming to align their domestic policies to this new strategy of domination of capital. The purpose is to place the Bank in the ideological sphere of corporate social responsibility, just as with its partners in the private financial intercapitalist competition. Indeed, in the internal ambit of the Bank of Brazil, there is a policy to adjust its functional segments to the doctrine of Social Corporate Responsibility. The concepts of this doctrine is presented as something inexorable. There are no alternatives. The Bank of Brazil operates in a highly competitive market, the segment featuring the dominance of financial capital accumulation today. For this reason it can not fail to incorporate the technological advances organizational. For employees there is no alternative but to adapt to this new set of ideas proposed by the metabolism of capital

Avaliação de desempenho em mercados reguladores de transporte urbano por ônibus :proposição de um modelo aplicável ao caso de Natal

Increased competition in the market of urban transport, characteristic of the Brazilian cities from years 90, has required actions of the managing agencies to ensure the universality of service, enhancing efficiency and consumer welfare. It grows in the Brazilian municipalities, the need to adopt a systematic performance evaluation in terms of management system of indicators and targets appropriate to the regulatory context, which has the purpose of evaluating the accomplishment and compliance by dealers, of the services granted during the contract period, marked by increasingly long periods. The introduction of an index operational performance in permission contracts/concession in urban buses is intended to establish a regulatory performance, giving the contract a pro-competitive feature and to allow the managing agency the systematic and continuous monitoring of the performance of the delegated service to avoid major deviations from desired performance. A performance assessment model of public transportation companies by bus, and applicable to the case of Natal is proposed. Sought to add the particularities found in the transport system in order to assess the performance of enterprises, contribute to improving the service quality to the population and enable decision-makers a detailed knowledge of the behavior of the licensees

Uma abordagem híbrida para o problema de seleção de fornecedores em cadeia de suprimentos

This work presents a hybrid approach for the supplier selection problem in Supply Chain Management. We joined decision-making philosophy by researchers from business school and researchers from engineering in order to deal with the problem more extensively. We utilized traditional multicriteria decision-making methods, like AHP and TOPSIS, in order to evaluate alternatives according decision maker s preferences. The both techiniques were modeled by using definitions from the Fuzzy Sets Theory to deal with imprecise data. Additionally, we proposed a multiobjetive GRASP algorithm to perform an order allocation procedure between all pre-selected alternatives. These alternatives must to be pre-qualified on the basis of the AHP and TOPSIS methods before entering the LCR. Our allocation procedure has presented low CPU times for five pseudorandom instances, containing up to 1000 alternatives, as well as good values for all considered objectives. This way, we consider the proposed model as appropriate to solve the supplier selection problem in the SCM context. It can be used to help decision makers in reducing lead times, cost and risks in their supply chain. The proposed model can also improve firm s efficiency in relation to business strategies, according decision makers, even when a large number of alternatives must be considered, differently from classical models in purchasing literature

The limits of human development and the use of energy and natural resources

The development of nations is an unquestionable requirement. A lot of challenges concerning health, education and economy are present. A discussion on these development models has occupied the minds of decision makers in recent years. When energy supply and demand is considered, the situation becomes critical and the crucial question is: how to improve the quality of life of developing countries based on available models of development that are related to the life style of developed countries, for which the necessary use and waste of energy are present? How much energy is essential to humanity for not so as to endangering the survival conditions of future generations? the human development index (HDI) establishes the relationship among energy use, economic growth and social growth. Here it can be seen that 75% of the world population has a significant energy consumption potential. This is a strong reason to consider that the sustainable development concepts on energy policies are strategic to the future of the planet. This paper deals with the importance of seeking alternative development models for human development balance, natural resources conservation and environment through rational energy use concepts. (c) 2004 Elsevier Ltd. All rights reserved.

Development of environmental and natural vulnerability maps for Brazilian coastal at Sao Sebastiao in São Paulo State

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)

Multiobjective linear model for pre-feasibility design of cogeneration systems

This article deals with some methodologies for economic and technical evaluations of cogeneration projects proposed by several authors. A discussion on design philosophy applied to thermal power plants leads to the decision problem of a conflicting, multiobjective formulation that includes the most important parameters. This model is formulated to help decision makers and designers in choosing compromise values for included parameters. (C) 1997 Elsevier B.V. Ltd.

Comparing emergy accounting with well-known sustainability metrics: The case of Southern Cone Common Market, Mercosur

The quality and the power of human activities affect the external environment in different ways that can be measured and evaluated by means of several approaches and indicators. While the scientific community has been publishing several proposals for sustainable development indicators, there is still no consensus regarding the best approach to the use of these indicators and their reliability to measure sustainability. It is important, therefore, to question the effectiveness of sustainable development indicators in an effort to continue in the search for sustainability. This paper compares the results obtained with emergy accounting with five global Sustainability Metrics (SMs) proposed in the literature to verify if metrics are communicating coherent and similar information to guide decision makers towards sustainable development. Results obtained using emergy indices are discussed with the aid of emergy ternary diagrams. Metrics are confronted with emergy results, and the degree of variability among them is analyzed using a correlation matrix created for the Mercosur nations. The contrast of results clearly shows that metrics arrive at different interpretations about the sustainability of the nations studied, but also that some metrics may be grouped and used more prudently. Mercosur is presented as a case study to highlight and explain the discrepancies and similarities among Sustainability Metrics, and to expose the extent of emergy accounting. (C) 2010 Elsevier Ltd. All rights reserved.