Modelling with stakeholders☆
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In most PM projects, the participatory process fostered by the modelling exercise becomes even more important than its output.
“Also, as in most PM projects, the participatory process fostered by the modelling exercise becomes even more important than its output (Voinov and Bousquet, 2010).”
From Towards integrated management of sandy anthropogenic shores: Developing tools for the exploration of human-natural interactions (2025) · cites this paper as Voinov and Bousquet, 2010
The participatory approach is a co-learning and co-understanding approach in which engagement helps to clarify differing perspectives and align values among the various participants, fostering a shared understanding.
“the participatory approach is a co-learning and co-understanding approach in which engagement helps to clarify differing perspectives and align values among the various participants, fostering a shared understanding (Voinov and Bousquet (2010).”
From Towards integrated management of sandy anthropogenic shores: Developing tools for the exploration of human-natural interactions (2025) · cites this paper as Voinov and Bousquet (2010)
Cites
A Dynamic Theory of Organizational Knowledge Creation
Nonaka, I. (1994) · Organization Science · doi:10.1287/orsc.5.1.14 · Cited by 17,809 · see citing works
A Ladder Of Citizen Participation
Arnstein, S. R. (1969) · Journal of the American Institute of Planners · doi:10.1080/01944366908977225 · Cited by 17,064 · see citing works
Systems Thinking, Systems Practice
Checkland, P. B. (1981) · Cumulative Index of Computer Aided Architectural Design · Cited by 6,256 · see citing works
Stakeholder participation for environmental management: A literature review
Reed, M. S. (2008) · Biological Conservation · doi:10.1016/j.biocon.2008.07.014 · Cited by 4,329 · see citing works
The Struggle to Govern the Commons
Dietz, T., Ostrom, E., & Stern, P. C. (2003) · Science · doi:10.1126/science.1091015 · Cited by 4,209 · see citing works
The Action Research Planner: Doing Critical Participatory Action Research
Kemmis, S., McTaggart, R., & Nixon, R. (2014) · doi:10.1007/978-981-4560-67-2 · Cited by 4,207 · see citing works
Rules, Games, and Common-Pool Resources
Остром, Э., Gardner, R., & Walker, J. (1994) · University of Michigan Press eBooks · doi:10.3998/mpub.9739 · Cited by 3,756 · see citing works
Adaptive Management of Renewable Resources.
Rutherford, A. A., & Walters, C. (1987) · Biometrics · doi:10.2307/2531565 · Cited by 3,335 · see citing works
Adaptive Comanagement for Building Resilience in Social?Ecological Systems
Olsson, P., Folke, C., & Berkes, F. (2004) · Environmental Management · doi:10.1007/s00267-003-0101-7 · Cited by 1,863 · see citing works
Participatory learning for sustainable agriculture
Pretty, J. N. (1995) · World Development · doi:10.1016/0305-750x(95)00046-f · Cited by 1,753 · see citing works
Uncertainty in the environmental modelling process – A framework and guidance
Refsgaard, J. C., van der Sluijs, J. P., Højberg, A. L., & Vanrolleghem, P. A. (2007) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2007.02.004 · Cited by 1,200 · see citing works
Ten iterative steps in development and evaluation of environmental models
Jakeman, A. J., Letcher, R., & Norton, J. P. (2006) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2006.01.004 · Cited by 1,113 · see citing works
Group Model Building: Facilitating Team Learning Using System Dynamics
Peck, S. N. (1998) · Journal of the Operational Research Society · doi:10.1057/palgrave.jors.2600567 · Cited by 1,052 · see citing works
Ecological models based on people’s knowledge: a multi-step fuzzy cognitive mapping approach
Özesmi, U., & Özesmi, S. L. (2004) · Ecological Modelling · doi:10.1016/j.ecolmodel.2003.10.027 · Cited by 977 · see citing works
Democracy in practice: public participation in environmental decisions
(2002) · Choice Reviews Online · doi:10.5860/choice.40-1164 · Cited by 838 · see citing works
Collaborative Learning: A Sourcebook for Higher Education.
Goodsell, A. S. (1992) · Cited by 777 · see citing works
The Swarm Simulation System: A Toolkit for Building Multi-Agent Simulations
Minar, N., Burkhart, R., Langton, C. G., & Askenazi, M. (1996) · Cited by 739 · see citing works
Lynam, T., de Jong, W., Sheil, D., Kusumanto, T., & Evans, K. (2007) · Ecology and Society · doi:10.5751/es-01987-120105 · Cited by 739 · see citing works
The Consensus Building Handbook: A Comprehensive Guide to Reaching Agreement
Susskind, L. E., McKearnan, S., & Thomas-Larmer, J. (1999) · Sage eBooks · doi:10.4135/9781452231389 · Cited by 730 · see citing works
The worth of a songbird: ecological economics as a post-normal science
Funtowicz, S. O., & Ravetz, J. R. (1994) · Ecological Economics · doi:10.1016/0921-8009(94)90108-2 · Cited by 700 · see citing works
The Public Participation Handbook: Making Better Decisions Through Citizen Involvement
Creighton, J. L. (2005) · Medical Entomology and Zoology · Cited by 660 · see citing works
Processes of social learning in integrated resources management
Pahl‐Wostl, C., & Hare, M. P. (2004) · Journal of Community & Applied Social Psychology · doi:10.1002/casp.774 · Cited by 612 · see citing works
Local Environmental Control and Institutional Crowding-Out
Cárdenas, J.-C., Stranlund, J. K., & Willis, C. E. (2000) · World Development · doi:10.1016/s0305-750x(00)00055-3 · Cited by 567 · see citing works
Scripts for group model building
Andersen, D. F., & Richardson, G. P. (1997) · System Dynamics Review · doi:10.1002/(sici)1099-1727(199722)13:2 · Cited by 512 · see citing works
Chambers, R. (2006) · The Electronic Journal of Information Systems in Developing Countries · doi:10.1002/j.1681-4835.2006.tb00163.x · Cited by 446 · see citing works
Teamwork in group model building
Richardson, G. P., & Andersen, D. F. (1995) · System Dynamics Review · doi:10.1002/sdr.4260110203 · Cited by 417 · see citing works
Mediated modeling: a system dynamics approach to environmental consensus building
(2004) · Choice Reviews Online · doi:10.5860/choice.42-2242 · Cited by 396 · see citing works
A formal framework for scenario development in support of environmental decision-making
Mahmoud, M. I., Liu, Y., Hartmann, H. C., Stewart, S. A., Wagener, T., Semmens, D. J., Stewart, R., Gupta, H. V., Dominguez, D., Domínguez, F., et al. (2009) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2008.11.010 · Cited by 380 · see citing works
Castella, J., Trung, T. N., & Boissau, S. (2005) · Ecology and Society · doi:10.5751/es-01328-100127 · Cited by 374 · see citing works
Bayesian Networks and participatory modelling in water resource management
Castelletti, A. F., & Soncini‐Sessa, R. (2006) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2006.06.003 · Cited by 306 · see citing works
van Vliet, M., Kok, K. I., & Veldkamp, A. (2009) · Futures · doi:10.1016/j.futures.2009.08.005 · Cited by 288 · see citing works
Group model building: problem structuring, policy simulation and decision support
Andersen, D., Vennix, J. A. M., Richardson, G. P., & Rouwette, E. A. J. A. (2007) · Journal of the Operational Research Society · doi:10.1057/palgrave.jors.2602339 · Cited by 288 · see citing works
What Is Participatory Action Research?
Lenette, C. (2022) · doi:10.1093/oso/9780197512456.003.0001 · Cited by 262 · see citing works
Environmental futures : the practice of environmental scenario analysis
Alcamo, J. M. (2008) · Cited by 257 · see citing works
Critical Heuristics of Social Systems Design
Ulrich, W. (1989) · Springer eBooks · doi:10.1007/978-1-4613-0789-1_9 · Cited by 244 · see citing works
Methods for Developing Multiscale Participatory Scenarios: Insights from Southern Africa and Europe
Kok, K. I., Biggs, R., & Zurek, M. (2007) · Ecology and Society · doi:10.5751/es-01971-120108 · Cited by 203 · see citing works
Resnick, M., & Wilensky, U. J. (1998) · Journal of the Learning Sciences · doi:10.1207/s15327809jls0702_1 · Cited by 188 · see citing works
Public participation modelling using Bayesian networks in management of groundwater contamination
Henriksen, H. J., Rasmussen, P., Brandt, G., von Bülow, D., & Jensen, F. V. (2006) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2006.01.008 · Cited by 183 · see citing works
The Politics of Participation in Watershed Modeling
Korfmacher, K. S. (2001) · Environmental Management · doi:10.1007/s002670010141 · Cited by 174 · see citing works
Ticehurst, J. L., Newham, L., Rissik, D., Letcher, R., & Jakeman, A. J. (2006) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2006.03.003 · Cited by 170 · see citing works
Participatory GIS: opportunity or oxymoron?
Abbot, J., Chambers, R., Dunn, C. E., Harris, T. A. L. V., de Merode, E., Porter, G., Townsend, J. G., & Weiner, D. (1998) · Durham Research Online (Durham University) · Cited by 169 · see citing works
Bécu, N., Neef, A., Schreinemachers, P., & Sangkapitux, C. (2007) · Land Use Policy · doi:10.1016/j.landusepol.2007.11.002 · Cited by 168 · see citing works
Learning through participatory simulations: network-based design for systems learning in classrooms
Wilensky, U. J., & Stroup, W. M. (1999) · doi:10.22318/cscl1999.935 · Cited by 159 · see citing works
“The” model versus a modeling “process”
Forrester, J. W. (1985) · System Dynamics Review · doi:10.1002/sdr.4260010112 · Cited by 158 · see citing works
Towards an interactive agricultural science
Röling, N. G. (1996) · European Journal of Agricultural Education and Extension · doi:10.1080/13892249685300061 · Cited by 152 · see citing works
Halvorsen, K. E. (2001) · Society & Natural Resources · doi:10.1080/089419201300000526 · Cited by 150 · see citing works
Mendoza, G., & Prabhu, R. (2005) · Forest Policy and Economics · doi:10.1016/j.forpol.2005.06.006 · Cited by 146 · see citing works
Insights and Applications Assessing Public Participation in U.S. Watershed Planning Initiatives
Duram, L. A. (1999) · Society & Natural Resources · doi:10.1080/089419299279533 · Cited by 144 · see citing works
Souchère, V., Millair, L., Echeverria, J., Bousquet, F., Page, C. L., & Etienne, M. (2009) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2009.03.002 · Cited by 136 · see citing works
Self-citationAgent-Based Participatory Simulations: Merging Multi-Agent Systems and Role-Playing Games
Guyot, P., & Honiden, S. (2006) · RePEc: Research Papers in Economics · Cited by 121 · see citing works
Contribution of simulation and gaming to natural resource management issues: An introduction
Barreteau, O., Page, C. L., & Perez, P. (2007) · Simulation & Gaming · doi:10.1177/1046878107300660 · Cited by 113 · see citing works
Public Participation in Sustainability Science.
Kasemir, B., Jaeger, C. C., & Gardner, M. T. (2003) · Cited by 109 · see citing works
Étienne, M., Page, C. L., & Cohen, M. (2003) · HAL (Le Centre pour la Communication Scientifique Directe) · Cited by 105 · see citing works
Giordano, R., Passarella, G., Uricchio, V. F., & Vurro, M. (2006) · Journal of Environmental Management · doi:10.1016/j.jenvman.2006.05.006 · Cited by 103 · see citing works
Farmani, R., Henriksen, H. J., & Savic, D. A. (2008) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2008.08.005 · Cited by 101 · see citing works
A companion modelling approach applied to forest management planning
Simon, C., & Etienne, M. (2009) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2009.09.004 · Cited by 88 · see citing works
Adaptive Environmental Management
Allan, C., & Stankey, G. H. (2009) · Springer eBooks · doi:10.1007/978-1-4020-9632-7 · Cited by 84 · see citing works
Gaddis, E. J. B., Falk, H. H., Ginger, C., & Voinov, A. A. (2009) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2009.06.004 · Cited by 81 · see citing works
Self-citationChallenges in collaborative modelling: a literature review and research agenda
Renger, D. R. M., Kolfschoten, G. L., & de Vreede, G. (2008) · International Journal of Simulation and Process Modelling · doi:10.1504/ijspm.2008.023686 · Cited by 80 · see citing works
Lagabrielle, E., Botta, A., Daré, W., David, D., Aubert, S., & Fabricius, C. (2010) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2010.01.011 · Cited by 77 · see citing works
Advances in Environmental and Ecological Modelling
Blasco, F., & Weill, A. (1999) · Medical Entomology and Zoology · Cited by 74 · see citing works
GIS, modeling, and politics: On the tensions of collaborative decision support
Ramsey, K. S. (2008) · Journal of Environmental Management · doi:10.1016/j.jenvman.2007.08.029 · Cited by 72 · see citing works
Sustainable management of water resources : an integrated approach
Giupponi, C. (2006) · Cited by 72 · see citing works
Lautenbach, S., Berlekamp, J., Graf, N., Seppelt, R., & Matthies, M. (2008) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2008.05.001 · Cited by 67 · see citing works
Mesbah, S. M., Kerachian, R., & Nikoo, M. R. (2008) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2008.06.007 · Cited by 66 · see citing works
Modelling with stakeholders within a development project
Campo, P., Bousquet, F., & Villanueva, T. R. (2010) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2010.01.005 · Cited by 65 · see citing works
Self-citationD’Aquino, P., Page, C. L., Bousquet, F., & Bah, A. (2002) · International Journal of Agricultural Resources Governance and Ecology · doi:10.1504/ijarge.2002.000022 · Cited by 59 · see citing works
Self-citationParticipatory modeling and the dilemma of diffuse nitrogen management in a residential watershed
Gaddis, E. J. B., Vladich, H., & Voinov, A. A. (2006) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2005.12.027 · Cited by 54 · see citing works
Self-citationA Methodology for Eliciting and Modelling Stakeholders’ Representations with Agent Based Modelling
Bécu, N., Bousquet, F., Barreteau, O., Perez, P., & Walker, A. (2003) · Lecture notes in computer science · doi:10.1007/978-3-540-24613-8_10 · Cited by 54 · see citing works
Self-citationSharing the floodplain: Mediated modeling for environmental management
Metcalf, S. S., Wheeler, E., BenDor, T. K., Lubinski, K. S., & Hannon, B. M. (2009) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2008.11.009 · Cited by 54 · see citing works
Adaptive modelling for adaptive water quality management in the Great Barrier Reef region, Australia
Lynam, T., Drewry, J. J., Higham, W., & Mitchell, C. (2009) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2009.09.013 · Cited by 53 · see citing works
Multi-Agent-Based Simulation III
Bécu, N., Bousquet, F., Barreteau, O., Perez, P., Walker, A., Hales, D., Edmonds, B., Norling, E., & Rouchier, J. (2003) · Lecture notes in computer science · doi:10.1007/b94861 · Cited by 48 · see citing works
Self-citationPublic Participation and Perceptions of Watershed Modeling
Johnson, M. S. (2008) · Society & Natural Resources · doi:10.1080/08941920802220347 · Cited by 46 · see citing works
Watershed management and the Web
Voinov, A. A., & Costanza, R. (1999) · Journal of Environmental Management · doi:10.1006/jema.1999.0281 · Cited by 46 · see citing works
Self-citationModelling of spatial dynamics and biodiversity conservation on Lure mountain (France)
Anselme, B., Bousquet, F., Lyet, A., Etienne, M., Fady, B., & Page, C. L. (2009) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2009.09.001 · Cited by 44 · see citing works
Self-citationPalmer, R. N., Werick, W., MacEwan, A., & Woods, A. W. (1999) · ASCE Annual Water Resources Planning and Management Conference (WRPMD) · doi:10.1061/40430(1999)1 · Cited by 43 · see citing works
Martínez‐Santos, P., Henriksen, H. J., Zorrilla‐Miras, P., & Martínez‐Alfaro, P. E. (2009) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2008.11.011 · Cited by 42 · see citing works
Webler, T., & Tuler, S. P. (1999) · Policy Studies Journal · doi:10.1111/j.1541-0072.1999.tb01984.x · Cited by 41 · see citing works
A companion modeling approach applied to fishery management
Worrapimphong, K., Gajaseni, N., Page, C. L., & Bousquet, F. (2010) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2010.03.012 · Cited by 38 · see citing works
Self-citationA Framework for Epistemological Perspectives on Simulation
Becker, J., Niehaves, B., & Klose, K. (2005) · RePEc: Research Papers in Economics · Cited by 35 · see citing works
Barnaud, C., Trébuil, G., Dumrongrojwatthana, P., & Marie, J. (2008) · Japanese Journal of Southeast Asian Studies · doi:10.20495/tak.45.4_559 · Cited by 30 · see citing works
A framework for linking advanced simulation models with interactive cognitive maps
VANKOUWEN, F., Schot, P. P., & Wassen, M. J. (2008) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2008.02.006 · Cited by 28 · see citing works
Contexts of citizen participation
Gough, C., Darier, É., Marchi, B. D., Funtowicz, S., Grove‐White, R., Pereira, Â. G., Shackley, S. J., & Wynne, B. (2003) · Cambridge University Press eBooks · doi:10.1017/cbo9780511490972.006 · Cited by 26 · see citing works
Caffè Nero: The Evaluation of Social Simulation
Ahrweiler, P., & Gilbert, N. (2005) · RePEc: Research Papers in Economics · Cited by 24 · see citing works
A co-modelling process of social and natural dynamics on the isle of Ouessant: Sheep, turf and bikes
Rouan, M., Kerbiriou, C., Levrel, H., & Etienne, M. (2009) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2009.10.010 · Cited by 23 · see citing works
Methods for stakeholder participation in water management
Hare, M. P., Barreteau, O., Beck, M. B., Letcher, R., Mostert, E., Tàbara, J. D., Ridder, D., Cogan, V., & Pahl‐Wostl, C. (2006) · HAL · Cited by 16 · see citing works
ANALYSIS OF NEW TECHNIQUES FOR PUBLIC INVOLVEMENT IN WATER PLANNING1
Wagner, T. P., & Ortolano, L. (1975) · JAWRA Journal of the American Water Resources Association · doi:10.1111/j.1752-1688.1975.tb00684.x · Cited by 13 · see citing works
Co-engineering participatory modelling processes for water planning and managementPreprint
Daniell, K. A. (2008) · doi:10.25911/5d4d62510dc71 · Cited by 13 · see citing works
Assisting stakeholder decision making using system dynamics group model-building
den Exter, K. A., & Specht, A. (2003) · Cited by 12 · see citing works
iEMSs 2008: International Congress on Environmental Modelling and Software
Croke, B., Wagener, T., Post, D. E., Freer, J. E., & Littlewood, I. (2008) · Cited by 12 · see citing works
Chapter Eleven Modelling and Monitoring Environmental Outcomes in Adaptive Management
Norton, J. P., & Reckhow, K. H. (2008) · Developments in Integrated Environmental Assessment · doi:10.1016/s1574-101x(08)00611-x · Cited by 11 · see citing works
Building a Community Modelling and Information Sharing Culture
Voinov, A. A., Hood, R. R., & Daues, J. D. (2008) · University of Twente Research Information · Cited by 11 · see citing works
Self-citationToward an integrative software infrastructure for water management in the Smarter Planet
Eckman, B. A., Feblowitz, M. D., Mayer, A., & Riabov, A. (2010) · IBM Journal of Research and Development · doi:10.1147/jrd.2010.2048972 · Cited by 7 · see citing works
Environmental Policy Aid Under Uncertainty
Myšiak, J., Brown, J. D., Jansen, J., & Quinn, N. W. T. (2008) · Socio-Environmental Systems Modeling · Cited by 6 · see citing works
Community - based software tools to support participatory modelling : a vision
Voinov, A. A., Arctur, D. K., Zaslavskiy, I., Ali, S. H., Sànchez-Marrè, M., Béjar, J., Comas, J., Rizzoli, A. E., & Guariso, G. (2008) · University of Twente Research Information · Cited by 5 · see citing works
Self-citationApplication of energy concepts to groundwater flow: Adaptive modeling of a leaky aquifer
Seneviratne, A., & Karney, B. W. (1993) · Water Resources Research · doi:10.1029/92wr02449 · Cited by 1 · see citing works
Worrapimphong, K. (2010) · Agritrop (Cirad) · doi:10.14457/cu.the.2010.1902 · Cited by 1 · see citing works
Kluger (1998) · doi:10.1002/(sici)1099-1379(199803)19:2
Flagged first, then by citations
2 of the 100 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Characterising performance of environmental models
Bennett, N. D., Croke, B. F. W., Guariso, G., Guillaume, J. H. A., Hamilton, S. H., Jakeman, A. J., Marsili-Libelli, S., Newham, L. T. H., Norton, J. P., Perrin, C., et al. (2013) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2012.09.011 · Cited by 1,536 · see citing works
“…the accuracy of its predictive power, but by other outcomes, including communityand capacity-building, and the ontological and educational functionality that it brings to groups of stakeholders or users who gain from being part of modelling process (Voinov and Bousquet, 2010; Krueger et al., 2012).”
BackgroundSelf-citationKelly, R., Jakeman, A. J., Barreteau, O., Borsuk, M. E., Elsawah, S., Hamilton, S. H., Henriksen, H. J., Kuikka, S., Maier, H. R., Rizzoli, A. E., et al. (2013) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2013.05.005 · Cited by 812 · see citing works
“…assessment models or tools to enhance the effectiveness of decision-making andmanagement has beenwidely acknowledged (see for example Bland, 1999; Voinov and Bousquet 2010; Carnevale et al., 2012; Hong et al., 2012; Jakeman and Letcher, 2003; Gough et al., 1998; Kragt et al., 2011; Liu et al.,…”
BackgroundInfluentialSelf-citationViviroli, D., Archer, D., Buytaert, W., Fowler, H. J., Greenwood, G. B., Hamlet, A. F., Huang, Y., Koboltschnig, G. R., Litaor, M. I., López‐Moreno, J. I., et al. (2011) · Hydrology and earth system sciences · doi:10.5194/hess-15-471-2011 · Cited by 702 · see citing works
“A promising approach is also the inclusion of local stakeholders in the monitoring and modelling process, which fosters ownership and knowledge dissemination and at the same time decreases costs and improves quality (e.g. Roa Garc ı́a nd Brown, 2009; Voinov and Bousquet, 2010).”
BackgroundBayesian networks in environmental modelling
Aguilera, P. A., Fernández, A., Fernández, R., Rumí, R., & Salmerón, A. (2011) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2011.06.004 · Cited by 671 · see citing works
Good practice in Bayesian network modelling
Chen, S. H., & Pollino, C. (2012) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2012.03.012 · Cited by 659 · see citing works
Modelling with stakeholders – Next generation
Voinov, A. A., Kolagani, N., McCall, M. K., Glynn, P. D., Kragt, M. E., Ostermann, F., Pierce, S. A., & Ramu, P. (2015) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2015.11.016 · Cited by 601 · see citing works
Self-citationDesigning agroecological transitions; A review
Duru, M., Therond, O., & Fares, M. (2015) · Agronomy for Sustainable Development · doi:10.1007/s13593-015-0318-x · Cited by 542 · see citing works
“Besides having modelling structures suitable for representing the dynamics at hand, they represent social-ecological system using concepts similar to those that stakeholders usually use and thus are relatively intuitive for stakeholders (Voinov and Bousque 2010).”
BackgroundMethodInfluentialThe role of expert opinion in environmental modelling
Krueger, T., Page, T., Hubacek, K., Smith, L., & Hiscock, K. M. (2012) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2012.01.011 · Cited by 480 · see citing works
“This perspective offers a substantive rationale for 6 participatory modelling (Voinov and Bousquet, 2010, focussing on the instrumental 7 rationale), which will be discussed but is not the main focus of the paper.”
BackgroundIntegrated environmental modeling: A vision and roadmap for the future
Laniak, G. F., Olchin, G., Goodall, J. L., Voinov, A. A., Hill, M. C., Glynn, P. D., Whelan, G., Geller, G. N., Quinn, N. W. T., Blind, M. W., et al. (2012) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2012.09.006 · Cited by 478 · see citing works
“The challenge is to foster and promote participation in a coordinated manner across the full community, which is often easier said than done (Voinov and Bousquet, 2010).”
BackgroundInfluentialSelf-citationTools and methods in participatory modeling: Selecting the right tool for the job
Voinov, A., Jenni, K., Gray, S. A., Kolagani, N., Glynn, P., Bommel, P., Prell, C., Zellner, M., Paolisso, M., Jordan, R., et al. (2018) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2018.08.028 · Cited by 419 · see citing works
“This issue creates a dilemma: claiming a “ neutral posture ” by inviting all relevant people may further strengthen the most powerful actors, while adopting a non-neutral posture to empower the weakest actors may compromise the legitimacy of the process (Barnaud and Van Paassen, 2013).”
BackgroundInfluentialSelf-citationPotential applications of subseasonal‐to‐seasonal ( S2S ) predictions
White, C. J., Carlsen, H., Robertson, A. W., Klein, R. J. T., Lazo, J. K., Kumar, A., Vitart, F., de Perez, E. C., Ray, A. J., Murray, V. S. G., et al. (2017) · Meteorological Applications · doi:10.1002/met.1654 · Cited by 488 · see citing works
“Scientists and users could co-develop tools and processes for fostering the joint development of S2S predictions, with stakeholder-based modelling (Voinov and Bousquet, 2010) or co-exploration/co-production processes (Lemos and Morehouse, 2005; Meadow et al.”
BackgroundTurner, K. G., Anderson, S., González-Chang, M., Costanza, R., Courville, S., Dalgaard, T., Dominati, E., Ida Kubiszewski, A., Ogilvy, S., Porfirio, L. L., et al. (2015) · Ecological Modelling · doi:10.1016/j.ecolmodel.2015.07.017 · Cited by 362 · see citing works
Self-citationThe Routledge Handbook of Research Methods for Social-Ecological Systems
Biggs, R., Preiser, R., de Vos, A., Schlüter, M., Maciejewski, K., & Clements, H. (2021) · Routledge eBooks · doi:10.4324/9781003021339 · Cited by 354 · see citing works
Geo-Wiki: An online platform for improving global land cover
Fritz, S., McCallum, I., Schill, C., Perger, C., See, L., Schepaschenko, D. G., van der Velde, M., Kraxner, F., & Obersteiner, M. H. (2011) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2011.11.015 · Cited by 332 · see citing works
“…Geo-Wiki team of scientists must be active within this community, raising awareness of land cover issues; initiating campaigns; providing updates on the effects of collective user contributions; and generally guiding the crowd in a type of collaborative learning process (Voinov and Bousquet, 2010).”
BackgroundThe Complexities of Agent-Based Modeling Output Analysis
Lee, J.-., Filatova, T., Ligmann-Zielińska, A., Hassani‐Mahmooei, B., Stonedahl, F., Lorscheid, I., Voinov, A. A., Polhill, G. J., Sun, Z., & Parker, D. C. (2015) · Journal of Artificial Societies and Social Simulation · doi:10.18564/jasss.2897 · Cited by 327 · see citing works
“This participatory modelling is a powerful strategy to facilitate decision-making, management, and consensus building (Voinov & Bousquet 2010).”
MethodSelf-citationEnvironmental decision support systems (EDSS) development – Challenges and best practices
McIntosh, B. S., Ascough, J. C., Twery, M. J., Chew, J. D., Elmahdi, A., Haase, D., Harou, J., Hepting, D. H., Cuddy, S., Jakeman, A. J., et al. (2011) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2011.09.009 · Cited by 326 · see citing works
Self-citationAgroecological principles for the redesign of integrated crop–livestock systems
Bonaudo, T., Bendahan, A. B., Sabatier, R., Ryschawy, J., Bellon, S., Léger, F. G., Magda, D. D., & Tichit, M. (2013) · European Journal of Agronomy · doi:10.1016/j.eja.2013.09.010 · Cited by 325 · see citing works
Biodiversity scenarios neglect future land‐use changes
Titeux, N., Henle, K., Mihoub, J., Regos, A., Geijzendorffer, I. R., Cramer, W., Verburg, P. H., & Brotons, L. (2016) · Global Change Biology · doi:10.1111/gcb.13272 · Cited by 303 · see citing works
“The dialogue with and engagement of stakeholders, such as policy advisers and NGOs, within a participatory modelling framework (Voinov & Bousquet, 2010) will be key to agreeing on a set of biodiversity-oriented storylines and desirable pathways at relevant spatial and temporal scales for…”
BackgroundCollaborative modelling or participatory modelling? A framework for water resources management
Basco‐Carrera, L., Warren, A., van Beek, E., Jonoski, A., & Giardino, A. (2017) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2017.01.014 · Cited by 296 · see citing works
“Many participatory modelling approaches do not have a single purpose, but rather a combination of rationales (Voinov and Bousquet, 2010).”
BackgroundInfluentialMental Modeler: A Fuzzy-Logic Cognitive Mapping Modeling Tool for Adaptive Environmental Management
Gray, S. A., Gray, S., Cox, L. J., & Henly-Shepard, S. (2013) · Hawaii International Conference on System Sciences (HICSS) · doi:10.1109/hicss.2013.399 · Cited by 292 · see citing works
Gray, S. A., Gray, S., de Kok, J., Helfgott, A., O’Dwyer, B., Jordan, R., & Nyaki, A. (2015) · Ecology and Society · doi:10.5751/es-07396-200211 · Cited by 286 · see citing works
Integrated assessment and modelling: Overview and synthesis of salient dimensions
Hamilton, S. H., Elsawah, S., Guillaume, J. H. A., Jakeman, A. J., & Pierce, S. A. (2014) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2014.12.005 · Cited by 278 · see citing works
“Integration can be achieved in these IAM phases using a mix of stakeholder participation processes and modelling tools (Jakeman and Letcher, 2003; Voinov and Bousquet, 2010); examples are given in Table 3.”
InfluentialGray, S. A., Chan, A., Clark, D., & Jordan, R. (2011) · Ecological Modelling · doi:10.1016/j.ecolmodel.2011.09.011 · Cited by 257 · see citing works
“Although data availability about these interactions are difficult to collect on the ecological and economic timescales needed to make fisheries management decisions, making stakeholder knowledge explicit through methods like the one described in this study could help resolve these issues by clearly articulating the re…”
Feng, Z., Jin, X., Chen, T., & Wu, J. (2021) · Land Use Policy · doi:10.1016/j.landusepol.2021.105446 · Cited by 255 · see citing works
Practical solutions for making models indispensable in conservation decision‐making
Addison, P., Rumpff, L., Bau, S., Carey, J. M., Chee, Y. E., Jarrad, F., McBride, M. F., & Burgman, M. A. (2013) · Diversity and Distributions · doi:10.1111/ddi.12054 · Cited by 250 · see citing works
“…should carefully address the following three perceptions: (1) participants’ perception—that participant involvement is merely a token gesture (Voinov & Bousquet, 2010), (2) experts’ and decision-makers’ perception—’lay’ stakeholder opinions are untrustworthy and undermine the scientific…”
BackgroundAgent-Based Modelling of Social-Ecological Systems: Achievements, Challenges, and a Way Forward
Schulze, J., Müller, B. H., Groeneveld, J., & Grimm, V. (2017) · Journal of Artificial Societies and Social Simulation · doi:10.18564/jasss.3423 · Cited by 248 · see citing works
Kotir, J. H., Smith, C. S., Brown, G., Marshall, N., & Johnstone, R. W. (2016) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2016.08.081 · Cited by 244 · see citing works
Martín, E. G., Giordano, R., Pagano, A., van der Keur, P., & Costa, M. M. (2020) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2020.139693 · Cited by 228 · see citing works
Muiderman, K., Gupta, A., Vervoort, J., & Biermann, F. (2020) · Wiley Interdisciplinary Reviews Climate Change · doi:10.1002/wcc.673 · Cited by 222 · see citing works
“…and participatory scenario explorations—are seen as pivotal to facilitating knowledge transfer from experts to lay groups and for adapting livelihoods, institutions, and ecosystems to uncertain futures (Dougill et al., 2010; Ostrom, 2010; Tschakert & Dietrich, 2010; Voinov & Bousquet, 2010).”
BackgroundAgricultural production systems modelling and software: current status and future prospects
Holzworth, D. P., Snow, V., Janssen, S., Athanasiadis, I. N., Donatelli, M., Hoogenboom, G., White, J. W., & Thorburn, P. (2015) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2014.12.013 · Cited by 218 · see citing works
“Second, more modelling is done in a participatory setting (Voinov and Bousquet, 2010) where modellers, together with stakeholders, evaluate scenario options and develop a common understanding of the problem and the system being modelled.”
BackgroundProspects of modelling societal transitions : position paper of an emerging community
Holtz, G., Alkemade, F., de Haan, F. D., Köhler, J., Trutnevyte, E., Luthe, T., Halbe, J., Papachristos, G., Chappin, É., Kwakkel, J., et al. (2015) · Environmental Innovation and Societal Transitions · doi:10.1016/j.eist.2015.05.006 · Cited by 242 · see citing works
Challenges, tasks, and opportunities in modeling agent-based complex systems
An, L., Grimm, V., Sullivan, A., Turner, B. L., Malleson, N., Heppenstall, A. J., Vincenot, C. E., Robinson, D. T., Ye, X., Liu, J., et al. (2021) · Ecological Modelling · doi:10.1016/j.ecolmodel.2021.109685 · Cited by 214 · see citing works
“…being used to facilitate cooperation in inter – or transdisciplinary settings where they support communication and understanding across disciplines and knowledge systems of scientists and non-scientists, for example via participatory modeling (Ramanath and Gilbert, 2004; Voinov and Bousquet, 2010).”
BackgroundJayasooriya, V. M., & Ng, A. W. M. (2014) · Water Air & Soil Pollution · doi:10.1007/s11270-014-2055-1 · Cited by 213 · see citing works
“…best practices such as introducing transparent modelling procedures, determining clear objectives of the GI implementation and continuous involvement of the participants in each of the different stages of the planning process(Korfmacher, 2001, Glasbergen, 2002, Voinov and Bousquet, 2010).”
How to make ecological models useful for environmental management
Schuwirth, N., Borgwardt, F., Domisch, S., Friedrichs‐Manthey, M., Kattwinkel, M., Kneis, D., Kuemmerlen, M., Langhans, S. D., Martínez‐López, J., & Vermeiren, P. (2019) · Ecological Modelling · doi:10.1016/j.ecolmodel.2019.108784 · Cited by 214 · see citing works
Walker, D. W., Śmigaj, M., & Tani, M. (2020) · Wiley Interdisciplinary Reviews Water · doi:10.1002/wat2.1488 · Cited by 207 · see citing works
“…knowledge: The value of such knowledge is increasingly appreciated for ecosystems and natural resource management (Wiseman & Bardsley, 2016) and risk reduction (Van Asselt & Renn, 2011), and there are calls for its greater utilization for monitoring networks before it is lost (Alessa et al., 2016).”
BackgroundEight grand challenges in socio-environmental systems modeling
Elsawah, S., Filatova, T., Jakeman, A. J., Kettner, A. J., Zellner, M. L., Athanasiadis, I. N., Hamilton, S. H., Axtell, R. L., Brown, D. G., Gilligan, J. M., et al. (2020) · Socio-Environmental Systems Modelling · doi:10.18174/sesmo.2020a16226 · Cited by 205 · see citing works
“Most SES modeling steps need expert and/or stakeholder engagement and evaluation, for which there is now much guidance regarding the why and how (e.g. Bert et al., 2014; Voinov and Bousquet, 2010; Walker et al., 2003; Zellner et al., 2012).”
BackgroundJakku, E., & Thorburn, P. J. (2010) · Agricultural Systems · doi:10.1016/j.agsy.2010.08.007 · Cited by 204 · see citing works
“So, application of our framework helps expand the definition of ‘success’ in participatory DSS development in agriculture, closer to that common in stakeholder-based environmental modelling (Pahl-Wostl et al., 2007; Voinov and Bousquet, 2010).”
BackgroundMethodComputational Modelling of Public Policy: Reflections on Practice
Gilbert, N., Ahrweiler, P., Barbrook-Johnson, P., Narasimhan, K. P., & Wilkinson, H. (2018) · Journal of Artificial Societies and Social Simulation · doi:10.18564/jasss.3669 · Cited by 199 · see citing works
Preparing for an interdisciplinary future: A perspective from early-career researchers
Bridle, H. L., Vrieling, A., Cardillo, M., Araya, Y., & Hinojosa, L. (2013) · Futures · doi:10.1016/j.futures.2013.09.003 · Cited by 198 · see citing works
“problems and to develop models [19], but also actively participate in data collection and scientific experiments [20].”
BackgroundCoproducing Flood Risk Knowledge: Redistributing Expertise in Critical ‘Participatory Modelling’
Landström, C., Whatmore, S. J., Lane, S. N., Odoni, N. A., Ward, N., & Bradley, S. (2011) · Environment and Planning A Economy and Space · doi:10.1068/a43482 · Cited by 198 · see citing works
“In PM, modellers parameterise the options suggested by stakeholders and run models to create scenarios, the focus being on presenting the outputs of models in the participatory forum (Voinov and Bousquet, 2010).”
Simple or complicated agent-based models? A complicated issue
Sun, Z., Lorscheid, I., Millington, J. D. A., Lauf, S., Magliocca, N. R., Groeneveld, J., Balbi, S., Nolzen, H., Müller, B. H., Schulze, J., et al. (2016) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2016.09.006 · Cited by 196 · see citing works
“On the one hand, stakeholders need to understand the model sufficiently (e.g., through transparent model design; see above), which demands simple models (Sohl and Claggett, 2013; Voinov and Bousquet, 2010).”
BackgroundCosenz, F., Rodrigues, V. P., & Rosati, F. (2019) · Business Strategy and the Environment · doi:10.1002/bse.2395 · Cited by 191 · see citing works
“To do this, collaborative modeling approaches are proved to be effective methods for an active stakeholder engagement (Rouwette, 2011; Voinov & Bousquet, 2010).”
Henly-Shepard, S., Gray, S., & Cox, L. J. (2014) · Environmental Science & Policy · doi:10.1016/j.envsci.2014.10.004 · Cited by 190 · see citing works
Participatory flood vulnerability assessment: a multi-criteria approach
de Brito, M. M., Evers, M., & Almoradie, A. D. S. (2018) · Hydrology and earth system sciences · doi:10.5194/hess-22-373-2018 · Cited by 183 · see citing works
“However, participation and cooperation are key aspects for bridging the gap between modellers and end users and eventually between science and policy (Barthel et al., 2015; Voinov and Bousquet, 2010).”
Ke, L., Sadler, T. D., Zangori, L., & Friedrichsen, P. M. (2021) · Science & Education · doi:10.1007/s11191-021-00206-1 · Cited by 183 · see citing works
“While the notion of socio-scientific models has not been explored much in the field of science education, this multidisciplinary modeling approach (which we contend is analogous to “causal loop diagrams” or “system diagrams”) has been applied and studied in many other disciplines (Buchholz et al., 2007; Fairweather, 2…”
MethodPagano, A., Pluchinotta, I., Pengal, P., Cokan, B., & Giordano, R. (2019) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2019.07.059 · Cited by 170 · see citing works
“Stakeholders participate to some degree in different stages of the process, including problem definition, system description, identification of policy levers, model development and/or policy analysis (Voinov et al., 2016; Voinov and Bousquet, 2010).”
BackgroundBarbrook-Johnson, P., & Penn, A. S. (2022) · Springer eBooks · doi:10.1007/978-3-031-01919-7 · Cited by 182 · see citing works
Regime shifts in coupled socio-environmental systems: Review of modelling challenges and approaches
Filatova, T., Polhill, G. J., & van Ewijk, S. (2015) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2015.04.003 · Cited by 169 · see citing works
“Early engagement of stake-holders in the design and exploration of models applied to study potential regime shifts is essential for the acceptance of models' results, including exploration of policy options' impacts (Voinov and Bousquet, 2010).”
BackgroundButler, C., & Adamowski, J. (2015) · Journal of Environmental Management · doi:10.1016/j.jenvman.2015.02.010 · Cited by 164 · see citing works
“Within this method, the group learning and experience sharing between stakeholders throughout the process is more heavily valued than other PMB processes (Voinov and Bousquet, 2010).”
InfluentialImproving ecosystem service frameworks to address wicked problems
Davies, K. K., Fisher, K., Dickson, M. E., Thrush, S. F., & Heron, R. L. (2015) · Ecology and Society · doi:10.5751/es-07581-200237 · Cited by 162 · see citing works
How to foster agroecological innovations? A comparison of participatory design methods
Berthet, E. T. A., Barnaud, C., Girard, N., Labatut, J., & Martin, G. (2016) · Journal of Environmental Planning and Management · doi:10.1080/09640568.2015.1009627 · Cited by 159 · see citing works
“For example, participatory modelling techniques are increasingly used to promote social learning and to integrate different types of knowledge and values in decision-making (Voinov and Bousquet 2010; Ginger 2013).”
MethodImplementing Participatory Water Management: Recent Advances in Theory, Practice, and Evaluation
von Korff, Y., Daniell, K. A., Moellenkamp, S., Bots, P. W. G., & Bijlsma, R. M. (2012) · Ecology and Society · doi:10.5751/es-04733-170130 · Cited by 161 · see citing works
Boundary matters: the potential of system dynamics to support sustainability?
Nabavi, E., Daniell, K. A., & Najafi, H. (2016) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2016.03.032 · Cited by 162 · see citing works
Methods for translating narrative scenarios into quantitative assessments of land use change
Mallampalli, V. R., Mavrommati, G., Thompson, J. R., Duveneck, M. J., Meyer, S. R., Ligmann-Zielińska, A., Druschke, C. G., Hychka, K. C., Kenney, M. A., Kok, K. I., et al. (2016) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2016.04.011 · Cited by 160 · see citing works
“Modelers who plan to engage stakeholders in scenario translation ought to take the time to learn from existing best practices in participatory modeling, including flexibility, temporal and spatial openness, and transparency (Voinov and Bousquet, 2010).”
BackgroundIntegrating Systems Science and Community-Based Participatory Research to Achieve Health Equity
Frerichs, L., Lich, K. H., Dave, G., & Corbie-Smith, G. M. (2015) · American Journal of Public Health · doi:10.2105/ajph.2015.302944 · Cited by 164 · see citing works
Farming system design for innovative crop-livestock integration in Europe
Moraine, M., Duru, M., Nicholas, P., Leterme, P., & Therond, O. (2014) · Animal · doi:10.1017/s1751731114001189 · Cited by 152 · see citing works
“The main limitation of such design approaches is that the problems and questions are most often predetermined and do not really consider social context or non-scientific knowledge (Voinov and Bousquet, 2010).”
BackgroundMoraine, M., Duru, M., & Thérond, O. (2016) · Renewable Agriculture and Food Systems · doi:10.1017/s1742170515000526 · Cited by 152 · see citing works
“design process to decipher this complexity (Steyaert and Jiggins, 2007; Voinov and Bousquet, 2010).”
The added value of participatory modelling in fisheries management – what has been learnt?
Röckmann, C., Ulrich, C., Dreyer, M., Bell, E., Borodzicz, E. P., Haapasaari, P., Hauge, K. H., Howell, D., Mäntyniemi, S., Miller, D., et al. (2012) · Marine Policy · doi:10.1016/j.marpol.2012.02.027 · Cited by 151 · see citing works
“Dreyer and Renn [29] highlight four purposes of participatory modelling in the context of natural resource governance [20,22,30–32]: (A) Collective learning for consensus-building and/or conflict reduction; (B) knowledge incorporation and quality control for better management decisions; (C) higher levels of legitimacy…”
BackgroundSun, Z., & Müller, D. (2012) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2012.06.007 · Cited by 151 · see citing works
“Contrary to many other simulation models, stakeholders can be more readily involved in model and scenario development, which eases their skepticism towards the modeling exercise (Gilbert et al., 2002; Voinov and Bousquet, 2010).”
BackgroundWater Governance, Stakeholder Engagement, and Sustainable Water Resources Management
Megdal, S. B., Eden, S., & Shamir, E. (2017) · Water · doi:10.3390/w9030190 · Cited by 150 · see citing works
“Stakeholder engagement in modeling has been used in many instances and has been successful in creating a shared knowledge base [13].”
MethodModel-based policymaking or policy-based modelling? How energy models and energy policy interact
Süsser, D., Ceglarz, A., Gaschnig, H., Stavrakas, V., Flamos, A., Giannakidis, G., & Lilliestam, J. (2021) · Energy Research & Social Science · doi:10.1016/j.erss.2021.101984 · Cited by 149 · see citing works
A general framework for Dynamic Emulation Modelling in environmental problems
Castelletti, A. F., Galelli, S., Ratto, M., Soncini‐Sessa, R., & Young, P. C. (2012) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2012.01.002 · Cited by 146 · see citing works
Decision support models in climate policy
Doukas, H., & Νίκας, Α. (2019) · European Journal of Operational Research · doi:10.1016/j.ejor.2019.01.017 · Cited by 146 · see citing works
Farming system design to feed the changing world. A review
Martin, G., Martin‐Clouaire, R., & Duru, M. (2012) · Agronomy for Sustainable Development · doi:10.1007/s13593-011-0075-4 · Cited by 144 · see citing works
“One of the main limitations of this kind of approach is that the development of innovations depends on the social relations between the operators and their ability to communicate and share knowledge (Voinov and Bousquet 2010).”
BackgroundEvaluating integrated assessment models of global climate change
Schwanitz, V. (2013) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2013.09.005 · Cited by 134 · see citing works
“Inspiration for participatory approaches can be found in Voinov and Bousquet (2010); White et al. (2010).”
BackgroundMarcucci, E., Pira, M. L., Gatta, V., Inturri, G., Ignaccolo, M., & Pluchino, A. (2017) · Transportation Research Part E Logistics and Transportation Review · doi:10.1016/j.tre.2017.04.006 · Cited by 142 · see citing works
“…citizens, (5) validation of the main elements of the model via observations or involving stakeholders in a participatory modeling approach (see e.g. Voinov and Bousquet, 2010; Anand et al., 2016), (6) general relaxation of model assumptions considering, for example, different power between…”
BackgroundLawrence, J., Bell, R. G., Blackett, P., Stephens, S. A., & Allan, S. (2018) · Environmental Science & Policy · doi:10.1016/j.envsci.2018.01.012 · Cited by 141 · see citing works
Badham, J., Elsawah, S., Guillaume, J. H. A., Hamilton, S. H., Hunt, R. J., Jakeman, A. J., Pierce, S. A., Snow, V. O., Babbar‐Sebens, M., Fu, B., et al. (2019) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2019.02.013 · Cited by 135 · see citing works
“2018), engaging stakeholders (Vennix et al. 1990; Voinov and Bousquet 2010; Voinov et al. 2018), and general modeling (Banks 1999).”
BackgroundElsawah, S., Hamilton, S., Jakeman, A., Rothman, D., Schweizer, V., Trutnevyte, E., Carlsen, H., Drakes, C., Frame, B., Fu, B., et al. (2020) · Science of the Total Environment · doi:10.1016/j.scitotenv.2020.138393 · Cited by 125 · see citing works
Agent-based modelling and flood risk management: A compendious literature review
Zhuo, L., & Han, D. (2020) · Journal of Hydrology · doi:10.1016/j.jhydrol.2020.125600 · Cited by 126 · see citing works
Stakeholder driven update and improvement of a national water resources model
Højberg, A. L., Troldborg, L., Stisen, S., Christensen, B. B. S., & Henriksen, H. J. (2012) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2012.09.010 · Cited by 124 · see citing works
Participatory land use modelling, pathways to an integrated approach
Hewitt, R. J., van Delden, H., & Escobar, F. (2013) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2013.10.019 · Cited by 124 · see citing works
“Voinov and Bousquet (2010) find early examples of participation in modelling in the work of Forrester (e.g. 1961) and also in environmental assessment from the 1970s (Wagner and Ortolando 1975, 1976).”
BackgroundPira, M. L., Marcucci, E., Gatta, V., Ignaccolo, M., Inturri, G., & Pluchino, A. (2017) · European Transport Research Review · doi:10.1007/s12544-017-0268-2 · Cited by 124 · see citing works
“It is convincingly argued that better decisions are implemented with less conflict and more success when they are stakeholder-driven [8].”
BackgroundDeveloping successful environmental decision support systems: Challenges and best practices
Walling, E., & Vaneeckhaute, C. (2020) · Journal of Environmental Management · doi:10.1016/j.jenvman.2020.110513 · Cited by 122 · see citing works
Gray, S. A., Voinov, A., Paolisso, M., Jordan, R., BenDor, T., Bommel, P., Glynn, P., Hedelin, B., Hubacek, K., Introne, J., et al. (2018) · Ecological Applications · doi:10.1002/eap.1627 · Cited by 109 · see citing works
“Indeed, although recent reviews have indicated that learning is a core benefit of PM (Voinov and Bousquet 2010), which is also supported by the studies presented here, formal evaluations of learning among researchers, managers, and stakeholders involved remains extremely limited (Gray et al. 2017).”
BackgroundInfluentialSelf-citationWhy are decisions in flood disaster management so poorly supported by information from flood models?
Leskens, J. G., Brugnach, M., Hoekstra, A. Y., & Schuurmans, W. (2013) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2013.11.003 · Cited by 119 · see citing works
“The application of one of the methods proposed, direct involvement of decision-makers in the computation of flood predictions (Voinov and Bousquet, 2010), will only work if technical limitations of models are overcome in terms of computation time and flexibility to adapt models to actual…”
BackgroundMethodTowards adaptive and integrated management paradigms to meet the challenges of water governance
Halbe, J., Pahl‐Wostl, C., Sendzimir, J., & Adamowski, J. (2013) · Water Science & Technology · doi:10.2166/wst.2013.146 · Cited by 118 · see citing works
Mental models for conservation research and practice
Moon, K., Guerrero, A. M., Adams, V. M., Biggs, D., Blackman, D. A., Craven, L. K., Dickinson, H., & Ross, H. (2019) · Conservation Letters · doi:10.1111/conl.12642 · Cited by 117 · see citing works
How Ecosystem Services Knowledge and Values Influence Farmers' Decision-Making
Lamarque, P., Meyfroidt, P., Nettier, B., & Lavorel, S. (2014) · PLoS ONE · doi:10.1371/journal.pone.0107572 · Cited by 117 · see citing works
“Participatory simulation, of which role-playing game constitute one tool, is a very useful approach in decision-making processes in complex systems [54,55].”
BackgroundGray, S., Gagnon, A. S., Gray, S. A., O’Dwyer, B., O’Mahony, C., Muir, D., Devoy, R. J. N., Falaleeva, M., & Gault, J. (2013) · Ocean & Coastal Management · doi:10.1016/j.ocecoaman.2013.11.008 · Cited by 115 · see citing works
Strategic directions for agent-based modeling: avoiding the YAAWN syndrome
O’Sullivan, D., Evans, T. P., Manson, S. M., Metcalf, S. S., Ligmann-Zielińska, A., & Bone, C. E. (2015) · Journal of Land Use Science · doi:10.1080/1747423x.2015.1030463 · Cited by 114 · see citing works
“Considering the purpose of models brings us naturally to the last major issue raised, the question of how ABMs (or simulation models more generally) can be used to connect with land-change stakeholders beyond the scientific community (Voinov & Bousquet, 2010).”
InfluentialPrioritizing investments for climate-smart agriculture: Lessons learned from Mali
Andrieu, N., Sogoba, B., Zougmoré, R. B., Howland, F., Samaké, O. B., Bonilla-Findji, O., Lizarazo, M., Nowak, A. C., Dembélé, C., & Corner-Dolloff, C. (2017) · Agricultural Systems · doi:10.1016/j.agsy.2017.02.008 · Cited by 112 · see citing works
Bert, F., Podestá, G., Rovere, S. L., Menéndez, Á. N., NORTH, M. J., Tatara, E. R., Laciana, C. E., Weber, E. U., & Toranzo, F. R. (2011) · Ecological Modelling · doi:10.1016/j.ecolmodel.2011.08.007 · Cited by 112 · see citing works
Characteristics of bioeconomy systems and sustainability issues at the territorial scale. A review
Wohlfahrt, J., Ferchaud, F., Gabrielle, B., Godard, C., Kurek, B., Loyce, C., & Thérond, O. (2019) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2019.05.385 · Cited by 111 · see citing works
Stakeholder engagement in water governance as social learning: lessons from practice
Wehn, U., Collins, K., Anema, K., Basco‐Carrera, L., & Lerebours, A. (2017) · Water International · doi:10.1080/02508060.2018.1403083 · Cited by 113 · see citing works
Combining participatory modelling and citizen science to support volunteer conservation action
Gray, S. A., Jordan, R., Crall, A., Newman, G., Hmelo‐Silver, C. E., Huang, J., Novak, W. E., Mellor, D. T., Frensley, B. T., Prysby, M., et al. (2016) · Biological Conservation · doi:10.1016/j.biocon.2016.07.037 · Cited by 107 · see citing works
Integrating modelling and smart sensors for environmental and human health
Reis, S., Seto, E., Northcross, A., Quinn, N. W. T., Convertino, M., Jones, R. L., Maier, H. R., Schlink, U., Steinle, S., Vieno, M., et al. (2015) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2015.06.003 · Cited by 106 · see citing works
“…so tightly couple real-time sensor data with models, that they produce information that actively engages with the public and informs stakeholders (Voinov and Bousquet, 2010; Boschetti, 2015) towards improving public health in a seamless and transparent manner e true ubiquitous sensing and…”
BackgroundLinking Complexity and Sustainability Theories: Implications for Modeling Sustainability Transitions
Peter, C., & Swilling, M. (2014) · Sustainability · doi:10.3390/su6031594 · Cited by 104 · see citing works
“Most importantly, the modeling framework must support and facilitate the creation of a “shared understanding” of the complexities of transitions to sustainability through enabling participation [10–13].”
BackgroundOliver, D. M., Fish, R. D., Winter, M., Hodgson, C. J., Heathwaite, A. L., & Chadwick, D. R. (2011) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2011.09.013 · Cited by 103 · see citing works
Values in socio-environmental modelling: Persuasion for action or excuse for inaction
Voinov, A., Seppelt, R., Reis, S., Nabel, J., & Shokravi, S. (2014) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2013.12.005 · Cited by 105 · see citing works
“On the other hand, participatory modelling (Voinov and Bousquet, 2010; Van Asselt et al., 2003) tries to focus on the modelling process rather than the model itself (Fig.”
Self-citationBayesian belief networks to analyse trade-offs among ecosystem services at the regional scale
Landuyt, D., Broekx, S., & Goethals, P. L. M. (2016) · Ecological Indicators · doi:10.1016/j.ecolind.2016.07.015 · Cited by 102 · see citing works
Sanders, B. F., Schubert, J. E., Goodrich, K. A., Houston, D., FELDMAN, D. L., Basolo, V., Luke, A., Boudreau, D., Karlin, B., Cheung, W., et al. (2019) · Earth s Future · doi:10.1029/2019ef001391 · Cited by 100 · see citing works
“…and meeting end ‐ user fl ood mapping needs through participatory processes (Hagemeier ‐ Klose & Wagner, 2009; Martini & Loat, 2007; Meyer et al., 2012; Voinov & Bousquet, 2010; DeLorme et al., 2016) and re fl ect the varying needs of different end ‐ users for different types of information, as…”
Bakhanova, E., Garcia, J., Raffe, W. L., & Voinov, A. (2020) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2020.104846 · Cited by 79 · see citing works
Self-citationSahraoui, Y., Leski, C. D. G., Benot, M., Revers, F., Salles, D., van Halder, I., Barneix, M., & Carassou, L. (2021) · Landscape and Urban Planning · doi:10.1016/j.landurbplan.2021.104039 · Cited by 102 · see citing works
Le, Q. B., Seidl, R., & Scholz, R. W. (2011) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2011.09.002 · Cited by 101 · see citing works
Meensel, J. V., Lauwers, L., Kempen, I., Dessein, J., & Huylenbroeck, G. V. (2012) · Decision Support Systems · doi:10.1016/j.dss.2012.05.002 · Cited by 101 · see citing works
Effectiveness of collaborative map-based decision support tools: Results of an experiment
Arciniegas, G., Janssen, R., & Rietveld, P. (2012) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2012.02.021 · Cited by 101 · see citing works
When do aquatic systems models provide useful predictions, what is changing, and what is next?
Robson, B. (2014) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2014.01.009 · Cited by 100 · see citing works
An evolving research agenda for human–coastal systems
Lazarus, E. D., Ellis, M. A., Murray, A. B., & Hall, D. M. (2015) · Geomorphology · doi:10.1016/j.geomorph.2015.07.043 · Cited by 99 · see citing works
“…created and retained by individual 539 stakeholders and networks and communities of stakeholders (Ames, 2004; St. 540 Martin and Hall-Arber, 2008; Voinov and Bousquet, 2010) will help scientists and 541 publics alike explain and anticipate physical and social impacts of, and responses 542 to,…”
BackgroundBednarska-Olejniczak, D., Olejniczak, J., & Svobodová, L. (2019) · Sustainability · doi:10.3390/su11020332 · Cited by 98 · see citing works
- Authors
- Voinov, A., & Bousquet, F.
- Affiliations
- International Institute for Geo-Information Science and Earth Observation (NL)
- Corresponding author
- Voinov, Alexey
- ORCID
- Voinov, Alexey
- Venue
- Environmental Modelling & Software
- Publisher
- Elsevier BV
- Published
- 2010-11
- Volume
- 25
- Issue
- 11
- Pages
- 1268-1281
- ISSN
- 1364-8152 (ISSN-L)
- OpenAlex
- W2127470579
- Cited by
- 1,354
- References
- 100
- Citations by year
- 2026: 78 · 2025: 85 · 2024: 65 · 2023: 69 · 2022: 87 · 2021: 94 · 2020: 105 · 2019: 129 · 2018: 91 · 2017: 105 · 2016: 90 · 2015: 88 · 2014: 83 · 2013: 64 · 2012: 64
- FWCI
- 194.24
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Environmental Modelling & Software (publishedVersion)
- University of Twente Research Information (publishedVersion)
- Agritrop (Cirad) (submittedVersion)
- University of Twente Research Information (submittedVersion)
- Topics
- Physical Sciences › Environmental Science › Management, Monitoring, Policy and Law › Environmental and Social Impact Assessments
- Social Sciences › Decision Sciences › Management Science and Operations Research › Complex Systems and Decision Making
- Physical Sciences › Environmental Science › Global and Planetary Change › Sustainability and Climate Change Governance
- Keywords
- stakeholder engagement, participatory modeling, cooperative learning, environmental assessment, decision support
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
