Please use this identifier to cite or link to this item: http://hdl.handle.net/1942/21168
Full metadata record
DC FieldValueLanguage
dc.contributor.authorJEANLOZ, Sarah-
dc.contributor.authorLIZIN, Sebastien-
dc.contributor.authorBEENAERTS, Natalie-
dc.contributor.authorBrouwer, Roy-
dc.contributor.authorVAN PASSEL, Steven-
dc.contributor.authorWITTERS, Nele-
dc.date.accessioned2016-05-20T08:15:19Z-
dc.date.available2016-05-20T08:15:19Z-
dc.date.issued2016-
dc.identifier.citationEcosystem Services, 18, p. 45-57-
dc.identifier.issn2212-0416-
dc.identifier.urihttp://hdl.handle.net/1942/21168-
dc.description.abstractThe process of selecting attributes for inclusion in choice experiments frequently involves qualitative methods such as focus groups and interviews. In order for a choice experiment to be successful and the results to be valid, this qualitative selection process is essential. It often lacks rigour and is poorly described, particularly in environmental choice experiments. We propose a meticulous attribute and attribute-level selection process consisting of a scoring exercise and an interactive discussion. This paper provides a case study describing how attributes and attribute-levels were identified and selected for the National Park Hoge Kempen in Belgium. We carried out four focus groups and thirteen semi-structured interviews with various park stakeholders to select attributes from six categories: the four categories of ecosystem services (supporting, provisioning, regulating, cultural), infrastructure, and land use types. The top-ranked characteristics were nature conservation, natural forests, biodiversity refuge, wetlands, landscape variety, heathlands, air purification, and education. Both the scoring exercise and the interactive discussion contributed to the attributes selected for the CE. Following these, an ultimate expert consultation stage is recommended to approve both the attribute and attribute-level selection. The semi-qualitative protocol proposed in this paper can help practitioners and demonstrates how the results guide choice experiment design.-
dc.description.sponsorshipWe would like to thank study informants, focus group participants and interviewees, as well as Tom Kuppens, Silvie Daniels, Janka Vanschoenwinkel and Michele Moretti of the Environmental Economics Research group of Hasselt University. Johan Van den Bosch, project leader at Regional Landschap Kempen en Maasland (RLKM), and Rolinde Demeyer from the Research Institute for Nature and Forest (INBO) have provided this study with valuable assistance and comments. Sarah Jeanloz was funded by the INTERREG IVB NEW program (Grant no. D1941/56200), Nele Witters (Grant no. 12B2913N) and Sebastien Lizin (Grant no. 12G5415N) are funded by Research Foundation- Flanders (FWD). Finally, we thank all reviewers for their constructive and insightful comments, and for their time.-
dc.language.isoen-
dc.rights© 2016 Elsevier B.V. All rights reserved.-
dc.subject.othersemi-qualitative protocol; scoring exercise; picture-based; ecosystem services-
dc.titleTowards a more structured selection process for attributes and levels in choice experiments: A study in a Belgian protected area-
dc.typeJournal Contribution-
dc.identifier.epage57-
dc.identifier.spage45-
dc.identifier.volume18-
local.bibliographicCitation.jcatA1-
dc.description.notesWitters, N (reprint author), Agoralaan,Bldg D, B-3590 Diepenbeek, Belgium. sarah.jeanloz@uhasselt.be; sebastien.lizin@uhasselt.be; natalie.beenaerts@uhasselt.be; rbrouwer@uwaterloo.ca; steven.vanpassel@uhasselt.be; nele.witters@uhasselt.be-
dc.relation.referencesAbiiro, G., G. Leppert, G. Mbera, P. Robyn and M. De Allegri (2014). "Developing attributes and attribute-levels for a discrete choice experiment on micro health insurance in rural Malawi." BMC Health Services Research 14(1): 235. Armatas, C. A., T. J. Venn and A. E. Watson (2014). "Applying Q-methodology to select and define attributes for non-market valuation: A case study from Northwest Wyoming, United States." Ecological Economics 107(0): 447-456. Barkmann, J., K. Glenk, A. Keil, C. Leemhuis, N. Dietrich, G. Gerold and R. Marggraf (2008). "Confronting unfamiliarity with ecosystem functions: The case for an ecosystem service approach to environmental valuation with stated preference methods." Ecological Economics 65(1): 48-62. Bateman, I. J. C., R. T.; Day, B.; Hanemann, M.; Hanley, N.; Hett, T.; Jones-Lee, M.; Loomes, G.; Mourato, S.; Özdemiroḡlu, E.; Pearce, D. W.; Sugden, R.; Swanson, J. (2002). Economic valuation with stated preference techniques: a manual. Bennett, J. and R. Blamey (2001). The Choice Modelling Approach to Environmental Valuation. Cheltenham, Edward Elgar Publishing. Birol, E. and P. Koundouri (2008). Choice Experiments Informing Environmental Policy: A European Perspective, Edward Elgar Publishing, Incorporated. Blamey, R. K., J. W. Bennett, J. J. Louviere, M. D. Morrison and J. C. Rolfe (2002). "Attribute Causality in Environmental Choice Modelling." Environmental and Resource Economics 23(2): 167-186. Brouwer, R., N. Powe, R. K. Turner, I. Bateman and I. H. Langford (1999). "Public attitudes to contigent valuation and public consultation." Environmental Values 8: 325-347. Cárcamo, P. F., R. Garay-Flühmann, F. A. Squeo and C. F. Gaymer (2014). "Using stakeholders’ perspective of ecosystem services and biodiversity features to plan a marine protected area." Environmental Science & Policy 40(0): 116-131. Catt, H. (2002). Democracy in Practice, Taylor & Francis. Cerda, C. and T. Losada (2013). "Assessing the value of species: a case study on the willingness to pay for species protection in Chile." Environ Monit Assess 185(12): 10479-10493. Cerda, C., A. Ponce and M. Zappi (2013). "Using choice experiments to understand public demand for the conservation of nature: A case study in a protected area of Chile." Journal for Nature Conservation 21(3): 143-153. Chaminuka, P., R. A. Groeneveld, A. O. Selomane and E. C. van Ierland (2012). "Tourist preferences for ecotourism in rural communities adjacent to Kruger National Park: A choice experiment approach." Tourism Management 33(1): 168-176. Chan, K. M. A., A. D. Guerry, P. Balvanera, S. Klain, T. Satterfield, X. Basurto, A. Bostrom, R. Chuenpagdee, R. Gould, B. S. Halpern, N. Hannahs, J. Levine, B. Norton, M. Ruckelshaus, R. Russell, J. Tam and U. Woodside (2012). "Where are Cultural and Social in Ecosystem Services? A Framework for Constructive Engagement." BioScience 62(8): 744-756. Coast, J., H. Al-Janabi, E. J. Sutton, S. A. Horrocks, A. J. Vosper, D. R. Swancutt and T. N. Flynn (2012). "Using qualitative methods for attribute development for discrete choice experiments: issues and recommendations." Health Economics 21(6): 730-741. Coast, J. and S. Horrocks (2007). "Developing attributes and levels for discrete choice experiments using qualitative methods." Journal of Health Services Research & Policy 12(1): 25-30. Cowling, R. M., B. Egoh, A. T. Knight, P. J. O'Farrell, B. Reyers, M. Rouget, D. J. Roux, A. Welz and A. Wilhelm-Rechman (2008). "An operational model for mainstreaming ecosystem services for implementation." Proceedings of the National Academy of Sciences 105(28): 9483-9488. Darvill, R. and Z. Lindo (2015). "Quantifying and mapping ecosystem service use across stakeholder groups: Implications for conservation with priorities for cultural values." Ecosystem Services 13(0): 153-161. Dudley, N. E. (2008). Guidelines for Applying Protected Area Management Categories. Gland, World Conservation Union (IUCN). Eagles, P. F. J., F. Romagosa, W. C. Buteau-Duitschaever, M. Havitz, T. D. Glover and B. McCutcheon (2013). "Good governance in protected areas: an evaluation of stakeholders' perceptions in British Columbia and Ontario Provincial Parks." Journal of Sustainable Tourism 21(1): 60-79. Fairweather, J. R. and S. R. Swaffield (2001). "Visitor Experiences of Kaikoura, New Zealand: an interpretative study using photographs of landscapes and Q method." Tourism Management 22(3): 219-228. Ferrini, S. and R. Scarpa (2007). "Designs with a priori information for nonmarket valuation with choice experiments: A Monte Carlo study." Journal of Environmental Economics and Management 53(3): 342-363. Forrester, J., B. Cook, L. Bracken, S. Cinderby and A. Donaldson (2015). "Combining participatory mapping with Q-methodology to map stakeholder perceptions of complex environmental problems." Applied Geography 56: 199-208. Gómez-Baggethun, E. and E. Kelemen (2008). Participatory Methods for Valuing Ecosystem Services. THEMES Summer School, Lisbon. Greiner, R., M. Bliemer and J. Ballweg (2014). "Design considerations of a choice experiment to estimate likely participation by north Australian pastoralists in contractual biodiversity conservation." Journal of Choice Modelling 10(0): 34-45. Hein, L., K. van Koppen, R. S. de Groot and E. C. van Ierland (2006). "Spatial scales, stakeholders and the valuation of ecosystem services." Ecological Economics 57(2): 209-228. Hiligsmann, M., C. van Durme, P. Geusens, B. G. C. Dellaert, C. D. Dirksen, T. van der Weijden, J.-Y. Reginster and A. Boonen (2013). "Nominal group technique to select attributes for discrete choice experiments: an example for drug treatment choice in osteoporosis." Patient preference and adherence 7: 133-139. Hoyos, D. (2010). "The state of the art of environmental valuation with discrete choice experiments." Ecological Economics 69(8): 1595-1603. Hoyos, D., P. Mariel, U. Pascual and I. Etxano (2012). "Valuing a Natura 2000 network site to inform land use options using a discrete choice experiment: An illustration from the Basque Country." Journal of Forest Economics 18(4): 329-344. Johnston, R. J., E. T. Schultz, K. Segerson, E. Y. Besedin and M. Ramachandran (2012). "Enhancing the content validity of stated preference valuation : the structure and function of ecological indicators." Land economics : a quarterly journal of planning, housing & public utilities 88(1, (2)): 102-120. Kaffashi, S., M. R. Yacob, M. S. Clark, A. Radam and M. F. Mamat (2015). "Exploring visitors' willingness to pay to generate revenues for managing the National Elephant Conservation Center in Malaysia." Forest Policy and Economics(0). Kaplowitz, M. D. and J. P. Hoehn (2001). "Do focus groups and individual interviews reveal the same information for natural resource valuation?" Ecological Economics 36(2): 237-247. Kenter, J. O., T. Hyde, M. Christie and I. Fazey (2011). "The importance of deliberation in valuing ecosystem services in developing countries—Evidence from the Solomon Islands." Global Environmental Change 21(2): 505-521. Kløjgaard, M. E., M. Bech and R. Søgaard (2012). "Designing a Stated Choice Experiment: The Value of a Qualitative Process." Journal of Choice Modelling 5(2): 1-18. Krasny, M. E., A. Russ, K. G. Tidball and T. Elmqvist (2014). "Civic ecology practices: Participatory approaches to generating and measuring ecosystem services in cities." Ecosystem Services 7: 177-186. Krueger, R. A. and M. A. Casey (2000). Focus Groups. A Practical Guide for Applied Research (3rd Edition), Thousand Oaks, CA: Sage Publications. Lancaster, K. (1966). "A new approach to consumer theory." Journal of Political Economy 74: 132-157. Lancsar, E. and J. Louviere (2006). "Deleting 'irrational' responses from discrete choice experiments: a case of investigating or imposing preferences?" Health Economics 15(8): 797-811. Li, C.-z., J. Kuuluvainen, E. Pouta, M. Rekola and O. Tahvonen (2004). "Using Choice Experiments to Value the Natura 2000 Nature Conservation Programs in Finland." Environmental and Resource Economics 29(3): 361-374. Liu, S., R. Costanza, S. Farber and A. Troy (2010). Valuing ecosystem services Theory, practice, and the need for a transdisciplinary synthesis. Ecological Economics Reviews. K. Limburg and R. Costanza. 1185: 54-78. Liu, X. and K. W. Wirtz (2010). "Managing coastal area resources by stated choice experiments." Estuarine Coastal and Shelf Science 86(3): 512-517. Lo, A. Y. (2013). "Agreeing to pay under value disagreement: Reconceptualizing preference transformation in terms of pluralism with evidence from small-group deliberations on climate change." Ecological Economics 87: 84-94. Louviere, J. J., D. A. Hensher and J. D. Swait (2000). Stated Choice Methods: Analysis and Applications. Cambridge University Press. Martín-López, B., C. Montes and J. Benayas (2007). "The non-economic motives behind the willingness to pay for biodiversity conservation." Biological conservation 139(1): 67-82. Maynard, S., D. James and A. Davidson (2014). "Determining the value of multiple ecosystem services in terms of community wellbeing: Who should be the valuing agent?" Ecological Economics(0). McFadden, D. (1974). Conditional Logit Analysis of Qualitative Choice Behavior. New York, Frontiers in Econometrics Academic Press. Michaels-Igbokwe, C., M. Lagarde, J. Cairns and F. Terris-Prestholt (2014). "Using decision mapping to inform the development of a stated choice survey to elicit youth preferences for sexual and reproductive health and HIV services in rural Malawi." Social Science & Medicine 105(0): 93-102. Millennium Ecosystem Assessment (2005). Ecosystems and Human Well-being: Synthesis. Washington, DC. Petheram, L. and B. M. Campbell (2010). "Listening to locals on payments for environmental services." Journal of Environmental Management 91(5): 1139-1149. Rajmis, S., J. Barkmann and R. Marggraf (2009). "User community preferences for climate change mitigation and adaptation measures around Hainich National Park, Germany." Climate Research 40: 61-73. Reed, M. S. (2008). "Stakeholder participation for environmental management: A literature review." Biological Conservation 141(10): 2417-2431. Rolfe, J., -, K. Alam, J. Windle and S. M. Whitten (2004). Designing the Choice Modelling Survey Instrument for establishing riparian buffers in the Fitzroy Basin. Rolfe, J., J. Bennett and J. Louviere (2000). "Choice modelling and its potential application to tropical rainforest preservation." Ecological Economics 35(2): 289-302. Rolfe, J. and J. Windle (2015). "Testing attribute selection and variation in a choice experiment to assess the tradeoffs associated with increased mining development." Land Use Policy 42(0): 673-682. Ryan, M., V. Watson and V. Entwistle (2009). "Rationalising the ‘irrational’: a think aloud study of discrete choice experiment responses." Health Economics 18(3): 321-336. Scholte, S. S. K., A. J. A. van Teeffelen and P. H. Verburg (2015). "Integrating socio-cultural perspectives into ecosystem service valuation: A review of concepts and methods." Ecological Economics 114: 67-78. Shoyama, K., S. Managi and Y. Yamagata (2013). "Public preferences for biodiversity conservation and climate-change mitigation: A choice experiment using ecosystem services indicators." Land Use Policy 34: 282-293. Spash, C. L. (2002). "Informing and forming preferences in environmental valuation: Coral reef biodiversity." Journal of Economic Psychology 23(5): 665-687. Spash, C. L. (2007). "Deliberative monetary valuation (DMV): Issues in combining economic and political processes to value environmental change." Ecological Economics 63(4): 690-699. Spash, C. L. and A. Vatn (2006). "Transferring environmental value estimates: Issues and alternatives." Ecological Economics 60(2): 379-388. Swedeen, P. (2006). "Post-normal science in practice: A Q study of the potential for sustainable forestry in Washington State, USA." Ecological Economics 57(2): 190-208. van Zanten, B., P. Verburg, M. Espinosa, S. Gomez-y-Paloma, G. Galimberti, J. Kantelhardt, M. Kapfer, M. Lefebvre, R. Manrique, A. Piorr, M. Raggi, L. Schaller, S. Targetti, I. Zasada and D. Viaggi (2014). "European agricultural landscapes, common agricultural policy and ecosystem services: a review." Agronomy for Sustainable Development 34(2): 309-325. Vatn, A. (2009). "An institutional analysis of methods for environmental appraisal." Ecological economics 68(8-9): 2207-2215. Wang, P.-W. and J.-B. Jia (2012). "Tourists’ willingness to pay for biodiversity conservation and environment protection, Dalai Lake protected area: Implications for entrance fee and sustainable management." Ocean & Coastal Management 62(0): 24-33. Webler, T., Danielson, S., & Tuler, S. (2009). Using Q method to reveal social perspectives in environmental research. Greenfield MA: Social and Environmental Research Institute. Downloaded from: http://www.seri-us.org/sites/default/files/Qprimer.pdf Wilson, M. A. and R. B. Howarth (2002). "Discourse-based valuation of ecosystem services: establishing fair outcomes through group deliberation." Ecological Economics 41(3): 431-443. Zander, K. K. and A. G. Drucker (2008). "Conserving what's important: Using choice model scenarios to value local cattle breeds in East Africa." Ecological Economics 68(1-2): 34-45.-
local.type.refereedRefereed-
local.type.specifiedArticle-
dc.identifier.doi10.1016/j.ecoser.2016.01.006-
dc.identifier.isi000375213800004-
item.fulltextWith Fulltext-
item.fullcitationJEANLOZ, Sarah; LIZIN, Sebastien; BEENAERTS, Natalie; Brouwer, Roy; VAN PASSEL, Steven & WITTERS, Nele (2016) Towards a more structured selection process for attributes and levels in choice experiments: A study in a Belgian protected area. In: Ecosystem Services, 18, p. 45-57.-
item.contributorJEANLOZ, Sarah-
item.contributorLIZIN, Sebastien-
item.contributorBEENAERTS, Natalie-
item.contributorBrouwer, Roy-
item.contributorVAN PASSEL, Steven-
item.contributorWITTERS, Nele-
item.accessRightsOpen Access-
item.validationecoom 2017-
crisitem.journal.issn2212-0416-
crisitem.journal.eissn2212-0416-
Appears in Collections:Research publications
Files in This Item:
File Description SizeFormat 
1-s2.0-S2212041616300079-main.pdf
  Restricted Access
Published version1.02 MBAdobe PDFView/Open    Request a copy
18445.pdfPeer-reviewed author version490.89 kBAdobe PDFView/Open
Show simple item record

SCOPUSTM   
Citations

10
checked on Sep 7, 2020

WEB OF SCIENCETM
Citations

25
checked on May 9, 2024

Page view(s)

90
checked on Sep 7, 2022

Download(s)

142
checked on Sep 7, 2022

Google ScholarTM

Check

Altmetric


Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.