A Reformulation of the Cost Plus Net Value Change (C+NVC) Model of Wildfire Economics
Open accessAbstract
The Cost plus Net Value Change (C+NVC) model provides the theoretical foundation for wildland fire economics and provides the basis for the National Fire Management Analysis System (NFMAS). The C+NVC model is based on the earlier least Cost plus Loss model (LC+L) expressed by Sparhawk (1925). Mathematical and graphical analysis of the LC+L model illustrates two errors in model formulation. First, suppression is incorrectly modeled as a model output. Second, suppression and primary protection are incorrectly modeled as negatively correlated. These errors are shown to be perpetuated by the contemporary C+NVC model and to have serious implications for the model's capacity to correctly identify the most efficient level of fire management expenditure. A corrected graphical representation of the C+NVC model is presented, which allows the most efficient level of fire management expenditure to be correctly identified. FOR. SCI. 49(2):318–323.
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?
Estimates for civilian rates of PTSD and other anxiety disorders after a disaster range from 30% to 60%.
“Estimates for civilian rates of PTSD and other anxiety disorders after a disaster range from 30 % 76 to 60 %.77”
From The costs and losses of wildfires: a literature survey (2017) · cites this paper as [77]
Cites
Foundations of Economic Analysis.
Stigler, G. J., & Samuelson, P. A. (1948) · Journal of the American Statistical Association · doi:10.2307/2280713 · Cited by 4,129 · see citing works
Foundations of Economic Analysis
Ruist, E., & Samuelson, P. A. (1948) · Ekonomisk Tidskrift · doi:10.2307/3438190 · Cited by 3,016 · see citing works
(1996) · Choice Reviews Online · doi:10.5860/choice.34-0916 · Cited by 1,061 · see citing works
Alternate Expressions for the Economic Theory of Forest Fire Management
Rideout, D. B., & Omi, P. N. (1990) · Forest Science · doi:10.1093/forestscience/36.3.614 · Cited by 39 · see citing works
Self-citationAnalysis of USDA Forest Service fire-related expenditures 1970-1995
Schuster, E. G., Cleaves, D. A., & Bell, E. F. (1997) · doi:10.2737/psw-rp-230 · Cited by 21 · see citing works
Developing fire management mixes for fire program planning
González‐Cabán, A., Shinkle, P. B., & Mills, T. J. (1986) · doi:10.2737/psw-gtr-88 · Cited by 11 · see citing works
Mills, T. J., & Flowers, P. J. (1986) · Forest Science · doi:10.1093/forestscience/32.3.707 · Cited by 6 · see citing works
Flagged first, then by citations
2 of the 9 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Uncertainty and risk in wildland fire management: A review
Thompson, M. P., & Calkin, D. E. (2011) · Journal of Environmental Management · doi:10.1016/j.jenvman.2011.03.015 · Cited by 343 · see citing works
The costs and losses of wildfires: a literature survey
Thomas, D., Butry, D., Gilbert, S., Webb, D., & Fung, J. (2017) · doi:10.6028/nist.sp.1215 · Cited by 202 · see citing works
Comparing production function models for wildfire risk analysis in the wildland–urban interface
Mercer, D. E., & Prestemon, J. P. (2005) · Forest Policy and Economics · doi:10.1016/j.forpol.2005.03.003 · Cited by 118 · see citing works
Estimating the economic, social and environmental impacts of wildfires in Australia
Stephenson, C., Handmer, J. W., & Betts, R. (2012) · Environmental Hazards · doi:10.1080/17477891.2012.703490 · Cited by 104 · see citing works
Ecological foundations for fire management in North American forest and shrubland ecosystems
Keeley, J. E., Aplet, G. H., Christensen, N. L., Conard, S. G., Johnson, E. A., Omi, P. N., Peterson, D. L., & Swetnam, T. W. (2009) · doi:10.2737/pnw-gtr-779 · Cited by 101 · see citing works
Duff, T. J., & Tolhurst, K. G. (2015) · International Journal of Wildland Fire · doi:10.1071/wf15018 · Cited by 82 · see citing works
A framework for developing safe and effective large-fire response in a new fire management paradigm
Dunn, C. J., Thompson, M. P., & Calkin, D. E. (2017) · Forest Ecology and Management · doi:10.1016/j.foreco.2017.08.039 · Cited by 81 · see citing works
Pacheco, A. P., Claro, J., Fernandes, P. M., de Neufville, R., Oliveira, T., Borges, J. G., & Rodrigues, J. C. (2015) · Forest Ecology and Management · doi:10.1016/j.foreco.2015.02.033 · Cited by 80 · see citing works
Venn, T. J., & Calkin, D. E. (2011) · International Journal of Wildland Fire · doi:10.1071/wf09095 · Cited by 79 · see citing works
A review of challenges to determining and demonstrating efficiency of large fire management
Thompson, M. P., y Silva, F. R., Calkin, D. E., & Hand, M. S. (2017) · International Journal of Wildland Fire · doi:10.1071/wf16137 · Cited by 77 · see citing works
The Effect of Newspaper Coverage and Political Pressure on Wildfire Suppression Costs
Donovan, G. H., Prestemon, J. P., & Gebert, K. (2011) · Society & Natural Resources · doi:10.1080/08941921003649482 · Cited by 70 · see citing works
Self-citationEvaluating Alternative Prescribed Burning Policies to Reduce Net Economic Damages from Wildfire
Mercer, D. E., Prestemon, J. P., Butry, D. T., & Pye, J. M. (2007) · American Journal of Agricultural Economics · doi:10.1111/j.1467-8276.2007.00963.x · Cited by 69 · see citing works
The Economics of Forest Disturbances
Holmes, T. P., Prestemon, J. P., & Abt, K. L. (2008) · Forestry sciences · doi:10.1007/978-1-4020-4370-3 · Cited by 107 · see citing works
Wibbenmeyer, M. J., Hand, M. S., Calkin, D. E., Venn, T. J., & Thompson, M. P. (2013) · Risk Analysis · doi:10.1111/j.1539-6924.2012.01894.x · Cited by 66 · see citing works
Christensen, B. (2015) · New Zealand journal of forestry science · doi:10.1186/s40490-015-0044-9 · Cited by 63 · see citing works
y Silva, F. R., & González‐Cabán, A. (2010) · International Journal of Wildland Fire · doi:10.1071/wf09015 · Cited by 60 · see citing works
Projecting wildfire area burned in the south-eastern United States, 2011–60
Prestemon, J. P., Shankar, U., Xiu, A., Talgo, K., Yang, D., Dixon, E., McKenzie, D., & Abt, K. L. (2016) · International Journal of Wildland Fire · doi:10.1071/wf15124 · Cited by 60 · see citing works
Where to prescribe burn: the costs and benefits of prescribed burning close to houses
Florec, V., Burton, M. P., Pannell, D. J., Kelso, J. K., & Milne, G. J. (2019) · International Journal of Wildland Fire · doi:10.1071/wf18192 · Cited by 60 · see citing works
The state of development of fire management decision support systems in America and Europe
Mavsar, R., Gonzales-Caban, A., & Varela, E. (2013) · Forest Policy and Economics · doi:10.1016/j.forpol.2012.11.009 · Cited by 53 · see citing works
Arrubla, J. A. G., Ntaimo, L., & Stripling, C. (2014) · International Journal of Wildland Fire · doi:10.1071/wf13204 · Cited by 36 · see citing works
Costafreda-Aumedes, S., Cardíl, A., Molina, D., Daniel, S., Mavsar, R., & Vega‐García, C. (2015) · iForest - Biogeosciences and Forestry · doi:10.3832/ifor1329-008 · Cited by 33 · see citing works
Plantinga, A. J., Walsh, R., & Wibbenmeyer, M. J. (2022) · Journal of the Association of Environmental and Resource Economists · doi:10.1086/719426 · Cited by 32 · see citing works
Dyer, R., & Stafford‐Smith, M. (2003) · International Journal of Wildland Fire · doi:10.1071/wf03026 · Cited by 31 · see citing works
The Multifunctional Role of Forests - Policies, Methods and Case Studies
Pettenella, D., Gatto, P., & Cesaro, L. (2008) · Padua Research Archive (University of Padova) · Cited by 29 · see citing works
Fitch, R. A., Kim, Y., Waltz, A. E. M., & Crouse, J. (2017) · Forest Policy and Economics · doi:10.1016/j.forpol.2017.11.006 · Cited by 27 · see citing works
McFayden, C. B., Boychuk, D., Woolford, D. G., Wheatley, M. J., & Johnston, L. M. (2019) · International Journal of Wildland Fire · doi:10.1071/wf18189 · Cited by 25 · see citing works
The Impact of Residential Development Pattern on Wildland Fire Suppression Expenditures
Clark, A. M., Rashford, B. S., McLeod, D. M., Lieske, S. N., Coupal, R. H., & Albeke, S. E. (2016) · Land Economics · doi:10.3368/le.92.4.656 · Cited by 24 · see citing works
Market impacts of a multiyear mechanical fuel treatment program in the U.S.
Prestemon, J. P., Abt, K. L., & Huggett, R. J. (2008) · Forest Policy and Economics · doi:10.1016/j.forpol.2008.01.004 · Cited by 24 · see citing works
A theoretical economic model for choosing efficient wildfire suppression strategies
Mendes, I. (2010) · Forest Policy and Economics · doi:10.1016/j.forpol.2010.02.005 · Cited by 24 · see citing works
Economic drivers of global fire activity: A critical review using the DPSIR framework
Kim, Y., Rodrígues, M., & Robinne, F. (2021) · Forest Policy and Economics · doi:10.1016/j.forpol.2021.102563 · Cited by 23 · see citing works
Venn, T. J., & Calkin, D. E. (2008) · Small-scale Forestry · doi:10.1007/s11842-008-9065-z · Cited by 22 · see citing works
Economic Analysis of Federal Wildfire Management Programs
Gebert, K. M., Calkin, D. E., Huggett, R. J., & Abt, K. L. (2008) · Forestry sciences · doi:10.1007/978-1-4020-4370-3_15 · Cited by 20 · see citing works
Prestemon, J. P., & Butry, D. T. (2008) · Forestry sciences · doi:10.1007/978-1-4020-4370-3_7 · Cited by 18 · see citing works
Hjerpe, E. E., Colavito, M. M., Edgeley, C. M., Burnett, J. T., Combrink, T., Vosick, D., & Meador, A. J. S. (2023) · International Journal of Wildland Fire · doi:10.1071/wf23036 · Cited by 16 · see citing works
Fire in the Wildland-Urban Interface
Mercer, D. E., & Zipperer, W. C. (2012) · American Society of Agronomy, Crop Science Society of America, Soil Science Society of America eBooks · doi:10.2136/2012.urban-rural.c16 · Cited by 14 · see citing works
Incentives and Wildfire Management in the United States
Donovan, G. H., Brown, T. C., & Dale, L. (2008) · Forestry sciences · doi:10.1007/978-1-4020-4370-3_16 · Cited by 12 · see citing works
Self-citationCollins, R. D. (2012) · DSpace@MIT (Massachusetts Institute of Technology) · Cited by 12 · see citing works
Wildfire economic impact assessment: an empirical model-based investigation for Greek agriculture
Stougiannidou, D., & Zafeiriou, E. (2021) · Modeling Earth Systems and Environment · doi:10.1007/s40808-021-01306-1 · Cited by 11 · see citing works
Efficient and Equitable Design of Wildfire Mitigation Programs
Holmes, T. P., Abt, K. L., Huggett, R. J., & Prestemon, J. P. (2007) · Cited by 11 · see citing works
Page‐Dumroese, D. S., Coleman, M. D., Jones, G., Venn, T. J., Dumroese, R. K., Anderson, N., Chung, W., Loeffler, D. R., Archuleta, J., Kimsey, M. J., et al. (2009) · USC Research Bank (University of the Sunshine Coast) · Cited by 10 · see citing works
Fitch, R. A., & Kim, Y. (2018) · Ecological Economics · doi:10.1016/j.ecolecon.2018.02.017 · Cited by 9 · see citing works
Rijal, B., Raulier, F., Martell, D. L., & Gauthier, S. (2018) · International Journal of Wildland Fire · doi:10.1071/wf18041 · Cited by 8 · see citing works
The influence of risk attitudes on suppression spending and on wildland fire program budgeting
Rossi, D. J., & Kuusela, O.-P. (2020) · Forest Policy and Economics · doi:10.1016/j.forpol.2019.102087 · Cited by 7 · see citing works
Natural Disturbance Production Functions
Prestemon, J. P., Mercer, D. E., & Pye, J. M. (2008) · Forestry sciences · doi:10.1007/978-1-4020-4370-3_3 · Cited by 6 · see citing works
Rossi, D. J., & Kuusela, O.-P. (2018) · Forest Science · doi:10.1093/forsci/fxy046 · Cited by 6 · see citing works
Cristina, M., Vázquez, V., Amil, L. C., & Touza, J. (2014) · Revista Galega de Economía · Cited by 5 · see citing works
Vázquez, M. C. V., Amil, M. L. C., & Touza, J. (2015) · Revista Galega de Economía · doi:10.15304/rge.23.1.2459 · Cited by 5 · see citing works
Designing Economic Impact Assessments for USFS Wildfire Programs
Abt, K. L., Huggett, R. J., & Holmes, T. P. (2008) · Forestry sciences · doi:10.1007/978-1-4020-4370-3_8 · Cited by 5 · see citing works
Economic efficiency of fuel treatments in western US forests: a methodological framework
Hjerpe, E. E., Champ, P. A., Evans, S. G., Sánchez, J. J., Jones, K. W., Loomis, J., Holmes, T. P., Aldrich, G., Buckley, M., Colavito, M. M., et al. (2025) · International Journal of Wildland Fire · doi:10.1071/wf25060 · Cited by 4 · see citing works
Chaparral fuel modification: what do we know --- and need to know?
Keeley, J. E. (2005) · Cited by 4 · see citing works
Before the Burn: The Economic Benefits of Fuel-Reduction Treatments in Wildfire-Prone Forests
Strabo, F., & Reimer, M. (2026) · The Economic Journal · doi:10.1093/ej/ueag037 · Cited by 3 · see citing works
Venn, T. J., & Calkin, D. E. (2007) · RePEc: Research Papers in Economics · doi:10.22004/ag.econ.9903 · Cited by 3 · see citing works
Rego, F. C., Morgan, P., Fernandes, P. M., & Hoffman, C. M. (2021) · Springer textbooks in earth sciences, geography and environment · doi:10.1007/978-3-030-69815-7_10 · Cited by 2 · see citing works
Murphy, G. E., & Acuna, M. A. (2011) · Canadian Journal of Forest Research · doi:10.1139/x11-122 · Cited by 2 · see citing works
Economic analysis of prescribed burning for wildfire management in Western Australia
Florec, V., Pannell, D. J., Burton, M. P., Kelso, J. K., Mellor, D., & Milne, G. J. (2012) · AgEcon Search (University of Minnesota, USA) · doi:10.22004/ag.econ.135305 · Cited by 2 · see citing works
Peterson, D. L. (2014) · Fire Ecology · doi:10.4996/fireecology.1001084 · Cited by 2 · see citing works
Teeter, L. D. (2008) · Forest Policy and Economics · doi:10.1016/j.forpol.2008.03.002 · Cited by 2 · see citing works
Economic analysis of bushfire management programs: a Western Australian perspective
Florec, V., Pannell, D. J., Burton, M. P., Kelso, J. K., Mellor, D., & Milne, G. J. (2013) · UWA Profiles and Research Repository (University of Western Australia) · Cited by 1 · see citing works
A fire effects index for overall assessment of wildfire events in Greece
Kalabokidis, K. D., Palaiologou, P., & Athanasis, N. (2014) · Imprensa da Universidade de Coimbra eBooks · doi:10.14195/978-989-26-0884-6_176 · Cited by 1 · see citing works
Economic analysis of fuel treatments
Mercer, D. E., & Prestemon, J. P. (2012) · Cited by 1 · see citing works
Lecina‐Diaz, J., Amil, M. L. C., Aquilué, N., Sil, Â. F., Brotons, L., Regos, A., & Touza, J. (2023) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2023.01.20.524753 · Cited by 1 · see citing works
Chapter 16: Incentives and wildfire management in the United States
Donovan, G. H., Brown, T. C., & Dale, L. (2008)
Self-citationAn assessment of geospatial technologies as used for wildland fire suppression
Iqbāl, J. (2010) · University Library - University of Saskatchewan (University of Saskatchewan)
An Economic Analysis of Bushfires Management ProgramsPreprint
Ganewatta, G., Grahlmann, L., & Handmer, J. W. (2006) · RePEc: Research Papers in Economics · doi:10.22004/ag.econ.25278
Prescribed Fire in a Florida Landscape with Mixed Ownership: Spatial Interactions
Geiger, R. (2012) · VTechWorks (Virginia Tech)
Viegas, D. X. (2014)
Wood, D., & Wood, D. (2015) · RePEc: Research Papers in Economics · doi:10.22004/ag.econ.205979
The Economic Effects of Forest Fires Based on a Computational General Equilibrium Model
Lee, S.-H., Lee, Y., Kim, S., & Kwon, C. (2019) · Korean Society of Hazard Mitigation · doi:10.9798/kosham.2019.19.7.221
Wildfire, Suppression, and Federal Spending, 2020–2100
Prestemon, J. P., Kay, S. L., Costanza, J., Joyce, L. A., Riley, K. L., Short, K. C., Belval, E. J., da Silva, B. K., Nepal, P., & Morisette, J. T. (2026) · Earth s Future · doi:10.1029/2025ef007985
- Authors
- Donovan, G. H., & Rideout, D. B.
- Affiliations
- US Forest Service (US)
- Colorado State University (US)
- ORCID
- Donovan, Geoffrey H.
- Venue
- Forest Science
- Published
- 2003-04-01
- Volume
- 49
- Issue
- 2
- Pages
- 318-323
- ISSN
- 0015-749X (ISSN-L)
- 1938-3738
- OpenAlex
- W2308997070
- Cited by
- 68
- References
- 9
- Citations by year
- 2026: 2 · 2025: 1 · 2023: 2 · 2022: 1 · 2021: 3 · 2020: 1 · 2019: 3 · 2018: 3 · 2017: 3 · 2016: 2 · 2015: 6 · 2014: 5 · 2013: 2 · 2012: 7
- FWCI
- 1.42
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Forest Science (publishedVersion)
- Topics
- Physical Sciences › Environmental Science › Global and Planetary Change › Forest Management and Policy
- Physical Sciences › Environmental Science › Global and Planetary Change › Fire effects on ecosystems
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Economic and Environmental Valuation
- Keywords
- fire suppression, primary protection, model reformulation, graphical method
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