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QuaSiMoDI

QuaSiMoDI

Christian Stummer (ORCID: )
  • Grant DOI 10.55776/P20136
  • Funding program Principal Investigator Projects
  • Status ended
  • Start January 1, 2008
  • End June 30, 2011
  • Funding amount € 168,736
  • Project website

Disciplines

Mathematics (25%); Sociology (10%); Economics (65%)

Keywords

    Diffusion, Innovation, Agentenbasierte Simulation, Soziales Netzwerk, Effizienz von Marketingmaßnahmen, Erneuerbare Energien

Abstract Final report

Innovations have become a key factor for securing the long-term success of an enterprise. Thus, innovation management is of concern not only for managers and researchers in economics and the social sciences but also plays a significant role in many political and sociological discussions. From a scientific point of view, diffusion research is of particular interest for two reasons: it not only is of high practical relevance, but also is positioned at the thrilling interface between innovation man-agement, marketing, sociology and operations research. While several papers have investigated the effects of isolated factors influencing the diffusion of innovations (e.g., mass communication, consumer heterogeneity, network structures), only few studies have attempted to analyze effects of combinations of these factors. This is what the re-search project at hand is striving for. A major outcome will be a forecasting tool that - being backed up by computational capacities that are available nowadays - is able to simulate the im-pact of clearly defined marketing measures (e.g., targeted at a geographical region or members of a specific market segment) on the diffusion process of an innovation and, thus, can be used to verify findings from the past and/or to gain new insights. By applying an agent-based simulation approach (which currently is the most advanced simulation technique for this type of research) customer preferences, social interactions as well as the transfer of word-of-mouth in an underlying social network can be taken into account. Furthermore, this approach allows the modeling of dif-ferent types of customers (e.g., opinion leaders) in the diffusion process as well as the explicit con-sideration of spatial effects in investigating geographically targeted marketing measures. The inte- gration of both product (e.g., product quality, price) and consumer related characteristics (i.e., preferences) represents another innovative aspect of the research project, meeting the demand for a strengthening of supply- sided factors in the analysis. To the end of validating the scientific results and in order to realistically represent customer preferences and the social network, an empirical study on BioFiT (which is a synthetic fuel from biomass with high economical, ecological and political relevance) will be performed. And finally, a particular strength of the proposed project lies in its project team that compromises renowned sci-entists from the University of Vienna, the Vienna University of Technology and the Johann Wolfgang Goethe University Frankfurt who are experts in fields such as innovation management, mar-keting, operations research, and sociology and, thus, guarantees a proper dissemination of project results in the scientific community.

Innovations have become a key factor for securing the long-term success of an enterprise. Thus, innovation management is of concern not only for managers and researchers in economics and the social sciences but also plays a significant role in many political and sociological discussions. From a scientific point of view, diffusion research is of particular interest for two reasons: it not only is of high practical relevance, but also is positioned at the thrilling interface between innovation management, marketing, sociology and operations research. While several papers have investigated the effects of isolated factors influencing the diffusion of innovations (e.g., mass communication, consumer heterogeneity, network structures), only few studies have attempted to analyze effects of combinations of these factors. This is what the research project at hand is striving for. A major outcome will be a forecasting tool that - being backed up by computational capacities that are available nowadays - is able to simulate the impact of clearly defined marketing measures (e.g., targeted at a geographical region or members of a specific market segment) on the diffusion process of an innovation and, thus, can be used to verify findings from the past and/or to gain new insights. By applying an agent-based simulation approach (which currently is the most advanced simulation technique for this type of research) customer preferences, social interactions as well as the transfer of word-of-mouth in an underlying social network can be taken into account. Furthermore, this approach allows the modeling of different types of customers (e.g., opinion leaders) in the diffusion process as well as the explicit consideration of spatial effects in investigating geographically targeted marketing measures. The integration of both product (e.g., product quality, price) and consumer related characteristics (i.e., preferences) represents another innovative aspect of the research project, meeting the demand for a strengthening of supply-sided factors in the analysis. To the end of validating the scientific results and in order to realistically represent customer preferences and the social network, an empirical study on BioFiT (which is a synthetic fuel from biomass with high economical, ecological and political relevance) will be performed. And finally, a particular strength of the proposed project lies in its project team that compromises renowned scientists from the University of Vienna, the Vienna University of Technology and the Johann Wolfgang Goethe University Frankfurt who are experts in fields such as innovation management, marketing, operations research, and sociology and, thus, guarantees a proper dissemination of project results in the scientific community.

Research institution(s)
  • Technische Universität Wien - 10%
  • Universität Wien - 90%
Project participants
  • Hermann Hofbauer, Technische Universität Wien , associated research partner
International project participants
  • Martin Natter, Johann Wolfgang Goethe Universität Frankfurt am Main - Germany

Research Output

  • 167 Citations
  • 3 Publications
Publications
  • 2011
    Title An agent-based simulation approach for the new product diffusion of a novel biomass fuel
    DOI 10.1057/jors.2009.170
    Type Journal Article
    Author Günther M
    Journal Journal of the Operational Research Society
    Pages 12-20
    Link Publication
  • 2009
    Title An Agent-Based Simulation Model for the Market Diffusion of a Second Generation Biofuel
    DOI 10.1109/wsc.2009.5429299
    Type Conference Proceeding Abstract
    Author Kiesling E
    Pages 1474-1481
  • 2015
    Title Innovation diffusion of repeat purchase products in a competitive market: An agent-based simulation approach
    DOI 10.1016/j.ejor.2015.03.008
    Type Journal Article
    Author Stummer C
    Journal European Journal of Operational Research
    Pages 157-167

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