Article
Preferences for Biodiversity-Promoting Private Garden Designs: A Basket-Based Choice Experiment
Börger T, Campbell D, Meyerhoff J & Welling M (2026) Preferences for Biodiversity-Promoting Private Garden Designs: A Basket-Based Choice Experiment. Environmental and Resource Economics, 89, Art. No.: 4. https://doi.org/10.1007/s10640-025-01050-5
Article
Uncovering Seasonal Heterogeneity in Forest Ecosystem Valuation: Evidence from a Meta-Analysis with Experimental Insights
Jeon C & Campbell D (2025) Uncovering Seasonal Heterogeneity in Forest Ecosystem Valuation: Evidence from a Meta-Analysis with Experimental Insights. Forests, 16 (10), p. 1508. https://doi.org/10.3390/f16101508
Article
Perceptions fuelling the demand for high value imported aquatic food in China
Budhathoki M, Xu H, Song Y, Ma Z, Benter A, Zhang W, Li S, Newton R, Campbell D & Little D (2025) Perceptions fuelling the demand for high value imported aquatic food in China. Sustainable Futures, 9, Art. No.: 100569. https://doi.org/10.1016/j.sftr.2025.100569
Article
Exploring the economic value of wine attributes and consumer choice behavior using choice experiment data: A case study of the UK wine market
Jeon C, Campbell D & Kim S (2025) Exploring the economic value of wine attributes and consumer choice behavior using choice experiment data: A case study of the UK wine market. Journal of Tourism Studies, 37 (2), pp. 89-112. https://doi.org/10.21581/jts.2025.5.37.2.89
Article
Consumers’ Preferences Toward Farmed Salmon in China: Integrating Sensory and Choice Experiments
Budhathoki M, Xu H, Ma Z, Campbell D, Zhang W, Li S, Newton R & Little D (2025) Consumers’ Preferences Toward Farmed Salmon in China: Integrating Sensory and Choice Experiments. Food Frontiers, 6 (2), pp. 1008-1026. https://doi.org/10.1002/fft2.530
Article
Understanding farmed salmon imports and e-commerce consumer satisfaction in China: A text mining approach
Budhathoki M, Lincen L, Xu H, Zhang W, Li S, Newton R, Campbell D & Little D (2024) Understanding farmed salmon imports and e-commerce consumer satisfaction in China: A text mining approach. Journal of Agriculture and Food Research, 18, Art. No.: 101342. https://doi.org/10.1016/j.jafr.2024.101342
Article
Weighting factors for LCA - A new set from a global survey
Bayazıt Subaşı A, Askham C, Sandorf ED, Dias LC, Campbell D, Taş EF, Itsubo N, Nagawa CB, Kyarimpa CM, Djerma M, Bazie BSR & Cinelli M (2024) Weighting factors for LCA - A new set from a global survey. International Journal of Life Cycle Assessment.
Software
spdesign: Designing Stated Preference Experiments
Dancke Sandorf E & Campbell D (2023) spdesign: Designing Stated Preference Experiments. 17.08.2023. https://CRAN.R-project.org/package=spdesign
Article
Hazardous human-wildlife encounters, risk attitudes, and the value of shark nets for coastal recreation
Börger T, Mmonwa K & Campbell D (2023) Hazardous human-wildlife encounters, risk attitudes, and the value of shark nets for coastal recreation. American Journal of Agricultural Economics. https://doi.org/10.1111/ajae.12413
Review
Factors Influencing Consumption Behaviour towards Aquatic Food among Asian Consumers: A Systematic Scoping Review
Budhathoki M, Campbell D, Belton B, Newton R, Li S, Zhang W & Little D (2022) Factors Influencing Consumption Behaviour towards Aquatic Food among Asian Consumers: A Systematic Scoping Review. Foods, 11 (24), Art. No.: 4043. https://doi.org/10.3390/foods11244043
Article
A simple satisficing model
Sandorf ED, Campbell D & Chorus C (2022) A simple satisficing model. PLOS ONE, 17 (10), Art. No.: e0275339. https://doi.org/10.1371/journal.pone.0275339
Article
Can traffic light labelling nudge heuristical decision processes?
Erdem S & Campbell D (2022) Can traffic light labelling nudge heuristical decision processes?. Journal of Behavioral Economics for Policy. https://sabeconomics.org/wordpress/wp-content/uploads/JBEP-6-1-4.pdf
Article
Measuring Time Preferences Using Stated Credit Repayment Choices
Li H, Campbell D & Erdem S (2022) Measuring Time Preferences Using Stated Credit Repayment Choices. Journal of Quantitative Economics, 20 (1), pp. 43-67. https://doi.org/10.1007/s40953-021-00283-7
Article
A comparison of visual versus non-visual representations of costs in financial decision-making
Erdem S, Li H & Campbell D A comparison of visual versus non-visual representations of costs in financial decision-making. Economics.
Article
Spatial clustering of willingness to pay for ecosystem services
Toledo‐Gallegos VM, Long J, Campbell D, Börger T & Hanley N (2021) Spatial clustering of willingness to pay for ecosystem services. Journal of Agricultural Economics, 72 (3), pp. 673-697. https://doi.org/10.1111/1477-9552.12428
Article
Putting your best fish forward: Investigating distance decay and relative preferences for fish conservation
Danley B, Sandorf ED & Campbell D (2021) Putting your best fish forward: Investigating distance decay and relative preferences for fish conservation. Journal of Environmental Economics and Management, 108, Art. No.: 102475. https://doi.org/10.1016/j.jeem.2021.102475
Article
The value of blue-space recreation and perceived water quality across Europe: A contingent behaviour study
Börger T, Campbell D, White MP, Elliott LR, Fleming LE, Garrett JK, Hattam C, Hynes S, Lankia T & Taylor T (2021) The value of blue-space recreation and perceived water quality across Europe: A contingent behaviour study. Science of the Total Environment, 771, Art. No.: 145597. https://doi.org/10.1016/j.scitotenv.2021.145597
Article
Preferences for coastal and marine conservation in Vietnam: Accounting for differences in individual choice set formation
Börger T, Ngoc QTK, Kuhfuss L, Hien TT, Hanley N & Campbell D (2021) Preferences for coastal and marine conservation in Vietnam: Accounting for differences in individual choice set formation. Ecological Economics, 180, Art. No.: 106885. https://doi.org/10.1016/j.ecolecon.2020.106885
Article
The use of latent variable models in policy: A road fraught with peril?
Campbell D & Dancke Sandorf E (2020) The use of latent variable models in policy: A road fraught with peril?. Bio-based and Applied Economics, 9 (3), pp. 305-324. https://doi.org/10.13128/bae-8087
Article
Linking urban air pollution with residents' willingness to pay for greenspace: A choice experiment study in Beijing
Liu Z, Hanley N & Campbell D (2020) Linking urban air pollution with residents' willingness to pay for greenspace: A choice experiment study in Beijing. Journal of Environmental Economics and Management, 104, Art. No.: 102383. https://doi.org/10.1016/j.jeem.2020.102383
Article
Does attribute order influence attribute-information processing in discrete choice experiments?
Logar I, Brouwer R & Campbell D (2020) Does attribute order influence attribute-information processing in discrete choice experiments?. Resource and Energy Economics, 60, Art. No.: 101164. https://doi.org/10.1016/j.reseneeco.2020.101164
Article
Including opt-out options in discrete choice experiments: issues to consider
Campbell D & Erdem S (2019) Including opt-out options in discrete choice experiments: issues to consider. Patient, 12 (1), pp. 1-14. https://doi.org/10.1007/s40271-018-0324-6
Article
Accommodating satisficing behaviour in stated choice experiments
Sandorf ED & Campbell D (2019) Accommodating satisficing behaviour in stated choice experiments. European Review of Agricultural Economics, 46 (1), pp. 133-162. https://doi.org/10.1093/erae/jby021
Article
Using Geographically Weighted Choice Models to Account for the Spatial Heterogeneity of Preferences
Budziński W, Campbell D, Czajkowski M, Demšar U & Hanley N (2018) Using Geographically Weighted Choice Models to Account for the Spatial Heterogeneity of Preferences. Journal of Agricultural Economics, 69 (3), pp. 606-626. https://doi.org/10.1111/1477-9552.12260
Article
Including Value Orientations in Choice Models to Estimate Benefits of Wildlife Management Policies
Grilli G, Notaro S & Campbell D (2018) Including Value Orientations in Choice Models to Estimate Benefits of Wildlife Management Policies. Ecological Economics, 151, pp. 70-81. https://doi.org/10.1016/j.ecolecon.2018.04.035
Article
Using eye tracking to account for attribute non-attendance in choice experiments
Van Loo E, Nayga R, Campbell D, Seo H & Verbeke W (2018) Using eye tracking to account for attribute non-attendance in choice experiments. European Review of Agricultural Economics, 45 (3), pp. 333-365. https://doi.org/10.1093/erae/jbx035
Article
Taboo trade-off aversion: a discrete choice model and empirical analysis
Chorus C, Pudane B, Mouter N & Campbell D (2018) Taboo trade-off aversion: a discrete choice model and empirical analysis. Journal of Choice Modelling, 27, pp. 37-49. https://doi.org/10.1016/j.jocm.2017.09.002
Article
The link between response time and preference, variance and processing heterogeneity in stated choice experiments
Campbell D, Morkbak M & Olsen SB (2018) The link between response time and preference, variance and processing heterogeneity in stated choice experiments. Journal of Environmental Economics and Management, 88, pp. 18-34. https://doi.org/10.1016/j.jeem.2017.10.003
Article
Preferences for public involvement in health service decisions: a comparison between best-worst scaling and trio-wise stated preference elicitation techniques
Erdem S & Campbell D (2017) Preferences for public involvement in health service decisions: a comparison between best-worst scaling and trio-wise stated preference elicitation techniques. The European Journal of Health Economics, 18 (9), pp. 1107-1123. https://doi.org/10.1007/s10198-016-0856-4
Article
Response time in online stated choice experiments: the non-triviality of identifying fast and slow respondents
Campbell D, Morkbak M & Olsen SB (2017) Response time in online stated choice experiments: the non-triviality of identifying fast and slow respondents. Journal of Environmental Economics and Policy, 6 (1), pp. 17-35. https://doi.org/10.1080/21606544.2016.1167632
Article
Spatial heterogeneity of willingness to pay for forest management
Czajkowski M, Budzinski W, Campbell D, Giergiczny M & Hanley N (2017) Spatial heterogeneity of willingness to pay for forest management. Environmental and Resource Economics, 68 (3), pp. 705-727. https://doi.org/10.1007/s10640-016-0044-0
Article
Estimating the Irish public's willingness to pay for more sustainable salmon produced by integrated multi-trophic aquaculture
van Osch S, Hynes S, O'Higgins T, Hanley N, Campbell D & Freeman S (2017) Estimating the Irish public's willingness to pay for more sustainable salmon produced by integrated multi-trophic aquaculture. Marine Policy, 84, pp. 220-227. https://doi.org/10.1016/j.marpol.2017.07.005
Article
Disentangling the influence of knowledge on attribute non-attendance
Sandorf ED, Campbell D & Hanley N (2017) Disentangling the influence of knowledge on attribute non-attendance. Journal of Choice Modelling, 24, pp. 36-50. https://doi.org/10.1016/j.jocm.2016.09.003
Article
The determinants of brownfields redevelopment in England
Longo A & Campbell D (2017) The determinants of brownfields redevelopment in England. Environmental and Resource Economics, 67, pp. 261-283. https://doi.org/10.1007/s10640-015-9985-y
Article
Students’ preferences for attributes of postgraduate economics modules: Evidence from a multi-profile best-worst scaling survey
Meginnis K & Campbell D (2017) Students’ preferences for attributes of postgraduate economics modules: Evidence from a multi-profile best-worst scaling survey. International Review of Economics Education, 24, pp. 18-27. https://doi.org/10.1016/j.iree.2016.11.001
Article
Learning, fatigue and preference formation in discrete choice experiments
Campbell D, Boeri M, Doherty E & Hutchinson WG (2015) Learning, fatigue and preference formation in discrete choice experiments. Journal of Economic Behavior and Organization, 119, pp. 345-363. https://doi.org/10.1016/j.jebo.2015.08.018
Article
Accounting for attribute-level non-attendance in a health choice experiment: does it matter?
Erdem S, Campbell D & Hole AR (2015) Accounting for attribute-level non-attendance in a health choice experiment: does it matter?. Health Economics, 24 (7), pp. 773-789. https://doi.org/10.1002/hec.3059
Article
Position Bias in Best-Worst Scaling Surveys: A Case Study on Trust in Institutions
Campbell D & Erdem S (2015) Position Bias in Best-Worst Scaling Surveys: A Case Study on Trust in Institutions. American Journal of Agricultural Economics, 97 (2), pp. 526-545. https://doi.org/10.1093/ajae/aau112
Article
Elimination and selection by aspects in health choice experiments: Prioritising health service innovations
Erdem S, Campbell D & Thompson C (2014) Elimination and selection by aspects in health choice experiments: Prioritising health service innovations. Journal of Health Economics, 38, pp. 10-22. https://doi.org/10.1016/j.jhealeco.2014.06.012
Article
Demand for safety and regional certification of food: Results from Great Britain and the Republic of Ireland
Doherty E & Campbell D (2014) Demand for safety and regional certification of food: Results from Great Britain and the Republic of Ireland. British Food Journal, 116 (4), pp. 676-689. https://doi.org/10.1108/BFJ-10-2011-0266
Article
Heterogeneity in the WTP for recreational access: distributional aspects
Campbell D, Vedel SE, Thorsen BJ & Jacobsen JB (2014) Heterogeneity in the WTP for recreational access: distributional aspects. Journal of Environmental Planning and Management, 57 (8), pp. 1200-1219. https://doi.org/10.1080/09640568.2013.793173
Article
Behavioral implications of providing real incentives in stated choice experiments
Morkbak MR, Olsen SB & Campbell D (2014) Behavioral implications of providing real incentives in stated choice experiments. Journal of Economic Psychology, 45, pp. 102-116. https://doi.org/10.1016/j.joep.2014.07.004
Article
Bounding WTP distributions to reflect the 'actual'consideration set
Campbell D, Hensher DA & Scarpa R (2014) Bounding WTP distributions to reflect the 'actual'consideration set. Journal of Choice Modelling, 11, pp. 4-15. https://doi.org/10.1016/j.jocm.2014.02.004
Article
A question of taste: Recognising the role of latent preferences and attitudes in analysing food choices
O'Neill V, Hess S & Campbell D (2014) A question of taste: Recognising the role of latent preferences and attitudes in analysing food choices. Food Quality and Preference, 32 (Part C), pp. 299-310. https://doi.org/10.1016/j.foodqual.2013.10.003
Article
Examining labelling effects within discrete choice experiments: An application to recreational site choice
Doherty E, Campbell D, Hynes S & van Rensburg T (2013) Examining labelling effects within discrete choice experiments: An application to recreational site choice. Journal of Environmental Management, 125, pp. 94-104. https://doi.org/10.1016/j.jenvman.2013.03.056
Article
Models of Site-choice for Walks in Rural Ireland: Exploring Cost Heterogeneity
Doherty E, Campbell D & Hynes S (2013) Models of Site-choice for Walks in Rural Ireland: Exploring Cost Heterogeneity. Journal of Agricultural Economics, 64 (2), pp. 446-466. https://doi.org/10.1111/1477-9552.12002
Article
It's not that I don't care, I just don't care very much: confounding between attribute non-attendance and taste heterogeneity
Hess S, Stathopoulos A, Campbell D, O'Neill V & Caussade S (2013) It's not that I don't care, I just don't care very much: confounding between attribute non-attendance and taste heterogeneity. Transportation, 40 (3), pp. 583-607. https://doi.org/10.1007/s11116-012-9438-1
Article
Combining discrete and continuous mixing distributions to identify niche markets for food
Campbell D & Doherty E (2013) Combining discrete and continuous mixing distributions to identify niche markets for food. European Review of Agricultural Economics, 40 (2), pp. 287-312. https://doi.org/10.1093/erae/jbs018
Article
Estimating the value of achieving "Good Ecological Status" in the Boyne River Catchment in Ireland using choice experiments
Stithou M, Hynes S, Hanley N & Campbell D (2012) Estimating the value of achieving "Good Ecological Status" in the Boyne River Catchment in Ireland using choice experiments. Economic and Social Review, 43 (3), pp. 397-422. http://www.esr.ie/vol43_3/ESRTOC43_3.htm
Article
Cost thresholds, cut-offs and sensitivities in stated choice analysis: identification and implications
Campbell D, Hensher DA & Scarpa R (2012) Cost thresholds, cut-offs and sensitivities in stated choice analysis: identification and implications. Resource and Energy Economics, 34 (3), pp. 396-411. https://doi.org/10.1016/j.reseneeco.2012.04.001
Editorial
Environmental economics and policy
Willis K, Ozdemiroglu E & Campbell D (2012) Environmental economics and policy. Journal of Environmental Economics and Policy, 1 (1), pp. 1-4. https://doi.org/10.1080/21606544.2012.657819
Article
Public perceptions of coronary events risk factors: a discrete choice experiment
Al Hamarneh YN, Agus A, Campbell D, Crealey GE & McElnay JC (2012) Public perceptions of coronary events risk factors: a discrete choice experiment. BMJ Open, 2 (5), p. e001560. https://doi.org/10.1136/bmjopen-2012-001560
Article
Cheap and expensive alternatives in stated choice experiments: are they equally considered by respondents?
Campbell D, Aravena CD & Hutchinson WG (2011) Cheap and expensive alternatives in stated choice experiments: are they equally considered by respondents?. Applied Economics Letters, 18 (8), pp. 743-747. https://doi.org/10.1080/13504851.2010.498341
Article
Estimating the welfare impacts of agricultural landscape change in Ireland: a choice experiment approach
Hynes S & Campbell D (2011) Estimating the welfare impacts of agricultural landscape change in Ireland: a choice experiment approach. Journal of Environmental Planning and Management, 54 (8), pp. 1019-1039. https://doi.org/10.1080/09640568.2010.547691
Article
Non-attendance to attributes in environmental choice analysis: a latent class specification
Campbell D, Hensher DA & Scarpa R (2011) Non-attendance to attributes in environmental choice analysis: a latent class specification. Journal of Environmental Planning and Management, 54 (8), pp. 1061-1076. https://doi.org/10.1080/09640568.2010.549367
Article
A holistic vs. an attribute-based approach to agri-environmental policy valuation: do welfare estimates differ?
Hynes S, Campbell D & Howley P (2011) A holistic vs. an attribute-based approach to agri-environmental policy valuation: do welfare estimates differ?. Journal of Agricultural Economics, 62 (2), pp. 305-329. https://doi.org/10.1111/j.1477-9552.2010.00287.x
Book Chapter
Accommodating coefficient outliers in discrete choice modelling: a comparison of discrete and continuous mixing approaches
Campbell D, Hess S, Scarpa R & Rose JM (2010) Accommodating coefficient outliers in discrete choice modelling: a comparison of discrete and continuous mixing approaches. In: Hess S & Daly A (eds.) Choice Modelling: The State-of-the-art and the State-of-practice - Proceedings from the Inaugural International Choice Modelling Conference. Bingley: Emerald Group Publishing, pp. 331-352. http://books.emeraldinsight.com/display.asp?K=9781849507721
Article
Using choice experiments to explore the spatial distribution of willingness to pay for rural landscape improvements
Campbell D, Hutchinson WG & Scarpa R (2009) Using choice experiments to explore the spatial distribution of willingness to pay for rural landscape improvements. Environment and Planning A, 41 (1), pp. 97-111. https://doi.org/10.1068/a4038
Article
Modelling attribute non-attendance in choice experiments for rural landscape valuation
Scarpa R, Gilbride TJ, Campbell D & Hensher DA (2009) Modelling attribute non-attendance in choice experiments for rural landscape valuation. European Review of Agricultural Economics, 36 (2), pp. 151-174. https://doi.org/10.1093/erae/jbp012
Book Chapter
Using mixed logit models to derive individual-specific WTP estimates for landscape improvements under agri-environmental schemes: evidence from the Rural Environment Protection Scheme in Ireland
Campbell D, Hutchinson WG & Scarpa R (2008) Using mixed logit models to derive individual-specific WTP estimates for landscape improvements under agri-environmental schemes: evidence from the Rural Environment Protection Scheme in Ireland. In: Birol E & Koundouri P (eds.) Choice Experiments Informing European Environmental Policy: A European Perspective. First ed. New Horizons in Environmental Economics. Cheltenham, UK: Edward Elgar Publishing Ltd, pp. 58-81. http://www.e-elgar.co.uk/bookentry_main.lasso?id=4102&breadcrumlink=&breadcrum=&sub_values=&site_Bus_Man=&site_dev=&site_eco=&site_env_eco=&site_inn_tech=&site_int_pol=&site_law=&site_pub_soc=
Article
Assessing the spatial dependence of welfare estimates obtained from discrete choice experiments
Campbell D, Scarpa R & Hutchinson WG (2008) Assessing the spatial dependence of welfare estimates obtained from discrete choice experiments. Letters in Spatial and Resource Sciences, 1 (2-3), pp. 117-126. https://doi.org/10.1007/s12076-008-0012-6
Article
Incorporating discontinuous preferences into the analysis of discrete choice experiments
Campbell D, Hutchinson WG & Scarpa R (2008) Incorporating discontinuous preferences into the analysis of discrete choice experiments. Environmental and Resource Economics, 41 (3), pp. 401-417. https://doi.org/10.1007/s10640-008-9198-8
Article
Benefit estimates for landscape improvements: sequential Bayesian design and respondents’ rationality in a choice experiment
Scarpa R, Campbell D & Hutchinson WG (2007) Benefit estimates for landscape improvements: sequential Bayesian design and respondents’ rationality in a choice experiment. Land Economics, 83 (4), pp. 617-634. http://www.jstor.org/stable/27647797
Article
Willingness to Pay for Rural Landscape Improvements: Combining Mixed Logit and Random-Effects Models
Campbell D (2007) Willingness to Pay for Rural Landscape Improvements: Combining Mixed Logit and Random-Effects Models. Journal of Agricultural Economics, 58 (3), pp. 467-483. https://doi.org/10.1111/j.1477-9552.2007.00117.x
Article
Quantifying the landscape benefits arising from the Rural Environment Protection Scheme: results from a public survey
Campbell D, Hutchinson WG & Scarpa R (2006) Quantifying the landscape benefits arising from the Rural Environment Protection Scheme: results from a public survey. Tearmann: Irish Journal of Agri-Environmental Research, 5, pp. 1-12.