1. Text as Data in Environmental Economics and Policy
    Eugenie Dugoua, Marion Dumas, and Joëlle Noailly
    Review of Environmental Economics and Policy, 2022
  2. Directed technological change and general purpose technologies: can AI accelerate clean energy innovation?
    Pia Andres, Eugenie Dugoua, and Marion Dumas


  1. When does reputation lie? Dynamic feedbacks between costly signals, social capital and social prominence
    Marion Dumas, Jessica L Barker, and Eleanor A Power
    Philosophical Transactions B, 2021
  2. Systematic shifts in scaling behavior based on organizational strategy in universities
    Ryan C Taylor, Xiaofan Liang, Manfred D Laubichler, and 3 more authors
    PloS One, 2021
  3. Green product innovation in industrial networks: A theoretical model
    Eugenie Dugoua, and Marion Dumas
    Journal of Environmental Economics and Management, 2021


  1. Detecting ideology in judicial language
    Marion Dumas
    In Law as data: Computation, text, and the future of legal analysis, 2020
  2. Developing a sustainability science approach for water systems
    Christa Brelsford, Marion Dumas, Edella Schlager, and 20 more authors
    Ecology & Society, 2020
  3. Text as observational data
    Marion Dumas, and Jens Frankenreiter
    In Law as data: Computation, text, and the future of legal analysis, 2020


  1. Asking about social circles improves election predictions
    M Galesic, W Bruin, M Dumas, and 3 more authors
    Nature Human Behaviour, 2018


  1. Taking the law to court: Citizen suits and the legislative process
    Marion Dumas
    American Journal of Political Science, 2017
  2. Computational Data Sciences and the Regulation of Banking and Financial Services
    Sharyn O’Halloran, Marion Dumas, Sameer Maskey, and 2 more authors
    In From Social Data Mining and Analysis to Prediction and Community Detection, 2017


  1. Political competition and renewable energy transitions over long time horizons: A dynamic approach
    Marion Dumas, James Rising, and Johannes Urpelainen
    Ecological Economics, 2016