A model of integration among prediction tools: applied study to road freight transportation

Authors

  • Henrique Dias Blois Universidade de Passo Fundo
  • Ricardo Silveira Martins Universidade Federal de Minas Gerais

DOI:

https://doi.org/10.1016/j.rausp.2016.09.005

Keywords:

Decisions on investment, Scenarios analysis, Prediction model, Road freight transportation

Abstract

This study has developed a scenery analysis model which has integrated decision-making tools on investments: prospective scenarios (Grumbach Method) and systems dynamics(hard modeling), with the innovated multivariate analysis of experts.It was designed through analysis and simulation scenarios and showed which are the most striking events in the study object as well as highlighted the actions could redirect the future of the analyzed system. Moreover, predictions are likely to be developed through the generated scenarios. The model has been validated empirically with road freight transport data from state of Rio Grande do Sul, Brazil. The results showed that the model contributes to the analysis of investment because it identifies probabilities of events that impact on decision making, and identifies priorities for action, reducing uncertainties in the future. Moreover, it allows an interdisciplinary discussion that correlates different areas of knowledge, fundamental when you wish more consistency in creating scenarios

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Published

2017-03-01

Issue

Section

Marketing

How to Cite

A model of integration among prediction tools: applied study to road freight transportation. (2017). Revista De Administração, 52(1), 3–14. https://doi.org/10.1016/j.rausp.2016.09.005