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Unraveling determinants of inferred and stated attribute nonattendance: Effects on farmers’ willingness to accept to join agri‐environmental schemes

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  • Macario Rodríguez‐Entrena
  • Anastasio J. Villanueva
  • José A. Gómez‐Limón

Abstract

Attribute nonattendance (ANA) has received very little attention in the context of willingness to accept (WTA), although an increasing number of studies analyze the preferences of ecosystem service providers toward incentive‐based schemes. We add to the understanding of ANA behavior by analyzing stated and inferred ANA in a choice experiment investigating farmers’ WTA for participating in agri‐environmental schemes (AES) in southern Spain. We use mixed logit models, following Hess and Hensher for the inferred ANA approach. Evidence is found of ANA behavior for both stated and inferred approaches, with models accounting for ANA clearly outperforming those that do not account for it; however, we produce no conclusive results as to which ANA approach is best. WTA estimates are only moderately affected, which to some extent is consistent with the low level of non‐attendance found for the monetary attribute. Stated and inferred approaches show very similar WTA estimates. Additionally, we investigate sources of observed heterogeneity related to ANA behavior by using a sequence of bivariate probit models for each attribute. Overall, our results hint at a positive relationship between ease of scheme adoption and nonattendance to attributes. However, further research is still needed in this field. Malgré un nombre croissant d'études portant sur la préférence des fournisseurs de services d'écosystèmes pour les plans incitatifs, l'ignorance d'attributs (IA) a reçu peu d'attention dans le contexte de la volonté d'acceptation. Nous contribuons à la compréhension des comportements d'IA en analysant l'IA formulée et inférée dans une expérimentation des choix portant sur la volonté d'accepter la participation aux plans agroenvironnementaux au sud de l'Espagne. Nous nous sommes servis des modèles logit mixtes, suivant Hess et Hensher pour l'approche de l'IA inférée. Des preuves de comportement d'IA à la fois dans les approches formulées et inférées sont établies, les modèles d'IA surpassant ceux qui n'en tiennent pas compte. Par contre, nous n'avons pas produit de résultats identifiant laquelle des approches d'IA s'avère la meilleure. Les estimations de la volonté d'acceptation ne sont que modérément affectées, ce qui, en partie, correspond aux bas niveaux de l'ignorance d'attributs identifiés pour l'attribut financier. Les approches formulées et inférées engendrent des estimations très similaires de volonté d'acceptation. De plus, nous enquêtons sur les sources d'hétérogénéité observées liées au comportement d'IA au moyen d'une séquence de modèles probits bivariés pour chaque attribut. Globalement, nos résultats font allusion à une relation positive entre la simplicité d'adoption d'un plan et l'ignorance d'attributs. Toutefois, d'autres études demeurent nécessaires dans ce domaine.

Suggested Citation

  • Macario Rodríguez‐Entrena & Anastasio J. Villanueva & José A. Gómez‐Limón, 2019. "Unraveling determinants of inferred and stated attribute nonattendance: Effects on farmers’ willingness to accept to join agri‐environmental schemes," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 67(1), pages 31-52, March.
    • Handle: RePEc:bla:canjag:v:67:y:2019:i:1:p:31-52
    DOI: 10.1111/cjag.12169
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    1. Mara Thiene & Riccardo Scarpa & Jordan Louviere, 2015. "Addressing Preference Heterogeneity, Multiple Scales and Attribute Attendance with a Correlated Finite Mixing Model of Tap Water Choice," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 62(3), pages 637-656, November.
    2. Krinsky, Itzhak & Robb, A Leslie, 1986. "On Approximating the Statistical Properties of Elasticities," The Review of Economics and Statistics, MIT Press, vol. 68(4), pages 715-719, November.
    3. Kelvin Balcombe & Iain Fraser & Eugene McSorley, 2015. "Visual Attention and Attribute Attendance in Multi‐Attribute Choice Experiments," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 30(3), pages 447-467, April.
    4. Maria Loureiro & Justus Lotade, 2005. "Interviewer Effects on the Valuation of Goods with Ethical and Environmental Attributes," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 30(1), pages 49-72, January.
    5. Liesbeth Colen & Sergio Gomez y Paloma & Uwe Latacz-Lohmann & Marianne Lefebvre & Raphaële Préget & Sophie Thoyer, 2016. "Economic Experiments as a Tool for Agricultural Policy Evaluation: Insights from the European CAP," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 64(4), pages 667-694, December.
    6. Sergio Colombo & Klaus Glenk & Beatriz Rocamora-Montiel, 2016. "Analysis of choice inconsistencies in on-line choice experiments: impact on welfare measures," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 43(2), pages 271-302.
    7. Riccardo Scarpa & Mara Thiene & David A. Hensher, 2010. "Monitoring Choice Task Attribute Attendance in Nonmarket Valuation of Multiple Park Management Services: Does It Matter?," Land Economics, University of Wisconsin Press, vol. 86(4), pages 817-839.
    8. Weller, Priska & Oehlmann, Malte & Mariel, Petr & Meyerhoff, Jürgen, 2014. "Stated and inferred attribute non-attendance in a design of designs approach," Journal of choice modelling, Elsevier, vol. 11(C), pages 43-56.
    9. Hole, Arne Risa, 2011. "A discrete choice model with endogenous attribute attendance," Economics Letters, Elsevier, vol. 110(3), pages 203-205, March.
    10. Waiyan Leong & David Alan Hensher, 2012. "Embedding Decision Heuristics in Discrete Choice Models: A Review," Transport Reviews, Taylor & Francis Journals, vol. 32(3), pages 313-331, February.
    11. Caputo, Vincenzina & Nayga, Rodolfo M. Jr. & Scarpa, Riccardo, 2013. "Food miles or carbon emissions? Exploring labelling preference for food transport footprint with a stated choice study," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 57(4), pages 1-18.
    12. Fredrik Carlsson & Mitesh Kataria & Elina Lampi, 2010. "Dealing with Ignored Attributes in Choice Experiments on Valuation of Sweden’s Environmental Quality Objectives," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 47(1), pages 65-89, September.
    13. Arne Risa Hole & Richard Norman & Rosalie Viney, 2016. "Response Patterns in Health State Valuation Using Endogenous Attribute Attendance and Latent Class Analysis," Health Economics, John Wiley & Sons, Ltd., vol. 25(2), pages 212-224, February.
    14. Ali Chalak & Mohamad Abiad & Kelvin Balcombe, 2016. "Joint use of attribute importance rankings and non-attendance data in choice experiments," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 43(5), pages 737-760.
    15. Lorenzo Cappellari & Stephen P. Jenkins, 2003. "Multivariate probit regression using simulated maximum likelihood," Stata Journal, StataCorp LP, vol. 3(3), pages 278-294, September.
    16. David Hensher & John Rose & William Greene, 2012. "Inferring attribute non-attendance from stated choice data: implications for willingness to pay estimates and a warning for stated choice experiment design," Transportation, Springer, vol. 39(2), pages 235-245, March.
    17. Balcombe, Kelvin & Burton, Michael & Rigby, Dan, 2011. "Skew and attribute non-attendance within the Bayesian mixed logit model," Journal of Environmental Economics and Management, Elsevier, vol. 62(3), pages 446-461.
    18. Colombo, Sergio & Christie, Michael & Hanley, Nick, 2013. "What are the consequences of ignoring attributes in choice experiments? Implications for ecosystem service valuation," Ecological Economics, Elsevier, vol. 96(C), pages 25-35.
    19. Scarpa, Riccardo & Rose, John M., 2008. "Design efficiency for non-market valuation with choice modelling: how to measure it, what to report and why," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 52(3), pages 1-30.
    20. Stine Broch & Suzanne Vedel, 2012. "Using Choice Experiments to Investigate the Policy Relevance of Heterogeneity in Farmer Agri-Environmental Contract Preferences," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 51(4), pages 561-581, April.
    21. Hole, Arne Risa & Kolstad, Julie Riise & Gyrd-Hansen, Dorte, 2013. "Inferred vs. stated attribute non-attendance in choice experiments: A study of doctors’ prescription behaviour," Journal of Economic Behavior & Organization, Elsevier, vol. 96(C), pages 21-31.
    22. Danny Campbell & David A. Hensher & Riccardo Scarpa, 2011. "Non-attendance to attributes in environmental choice analysis: a latent class specification," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 54(8), pages 1061-1076, December.
    23. Campbell, Danny & Hensher, David A. & Scarpa, Riccardo, 2012. "Cost thresholds, cut-offs and sensitivities in stated choice analysis: Identification and implications," Resource and Energy Economics, Elsevier, vol. 34(3), pages 396-411.
    24. David L. Ortega & Patrick S. Ward, 2016. "Information processing strategies and framing effects in developing country choice experiments: results from rice farmers in India," Agricultural Economics, International Association of Agricultural Economists, vol. 47(5), pages 493-504, September.
    25. Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521747387, January.
    26. Marit E. Kragt, 2013. "Stated and Inferred Attribute Attendance Models: A Comparison with Environmental Choice Experiments," Journal of Agricultural Economics, Wiley Blackwell, vol. 64(3), pages 719-736, September.
    27. Bliemer, Michiel C.J. & Rose, John M., 2013. "Confidence intervals of willingness-to-pay for random coefficient logit models," Transportation Research Part B: Methodological, Elsevier, vol. 58(C), pages 199-214.
    28. Gregory L. Poe & Kelly L. Giraud & John B. Loomis, 2005. "Computational Methods for Measuring the Difference of Empirical Distributions," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(2), pages 353-365.
    29. David Hensher & William Greene, 2003. "The Mixed Logit model: The state of practice," Transportation, Springer, vol. 30(2), pages 133-176, May.
    30. Liesbeth Colen & Sergio Gomez y Paloma & Uwe Latacz-Lohmann & Marianne Lefebvre & Raphaële Préget & Sophie Thoyer, 2016. "Economic Experiments as a Tool for Agricultural Policy Evaluation: Insights from the European CAP," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 64(4), pages 667-694, December.
    31. Romy Greiner, 2016. "Factors influencing farmers’ participation in contractual biodiversity conservation: a choice experiment with northern Australian pastoralists," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 60(1), pages 1-21, January.
    32. Christensen, Tove & Pedersen, Anders Branth & Nielsen, Helle Oersted & Mørkbak, Morten Raun & Hasler, Berit & Denver, Sigrid, 2011. "Determinants of farmers' willingness to participate in subsidy schemes for pesticide-free buffer zones--A choice experiment study," Ecological Economics, Elsevier, vol. 70(8), pages 1558-1564, June.
    33. Riccardo Scarpa & Raffaele Zanoli & Viola Bruschi & Simona Naspetti, 2013. "Inferred and Stated Attribute Non-attendance in Food Choice Experiments," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 95(1), pages 165-180.
    34. Vedel, Suzanne Elizabeth & Jacobsen, Jette Bredahl & Thorsen, Bo Jellesmark, 2015. "Forest owners' willingness to accept contracts for ecosystem service provision is sensitive to additionality," Ecological Economics, Elsevier, vol. 113(C), pages 15-24.
    35. Jeffrey M. Peterson & Craig M. Smith & John C. Leatherman & Nathan P. Hendricks & John A. Fox, 2015. "Transaction Costs in Payment for Environmental Service Contracts," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 97(1), pages 219-238.
    36. Hess, Stephane & Hensher, David A., 2010. "Using conditioning on observed choices to retrieve individual-specific attribute processing strategies," Transportation Research Part B: Methodological, Elsevier, vol. 44(6), pages 781-790, July.
    37. Riccardo Scarpa & Timothy J. Gilbride & Danny Campbell & David A. Hensher, 2009. "Modelling attribute non-attendance in choice experiments for rural landscape valuation," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 36(2), pages 151-174, June.
    38. Dan Marsh & Lena Mkwara & Riccardo Scarpa, 2011. "Do Respondents’ Perceptions of the Status Quo Matter in Non-Market Valuation with Choice Experiments? An Application to New Zealand Freshwater Streams," Sustainability, MDPI, vol. 3(9), pages 1-23, September.
    39. Danny Campbell & W. Hutchinson & Riccardo Scarpa, 2008. "Incorporating Discontinuous Preferences into the Analysis of Discrete Choice Experiments," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 41(3), pages 401-417, November.
    40. Maria Espinosa‐Goded & Jesús Barreiro‐Hurlé & Eric Ruto, 2010. "What Do Farmers Want From Agri‐Environmental Scheme Design? A Choice Experiment Approach," Journal of Agricultural Economics, Wiley Blackwell, vol. 61(2), pages 259-273, June.
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    5. Mamine, Fateh & Fares, M'hand & Minviel, Jean Joseph, 2020. "Contract Design for Adoption of Agrienvironmental Practices: A Meta-analysis of Discrete Choice Experiments," Ecological Economics, Elsevier, vol. 176(C).
    6. Jourdain, Damien & Lairez, Juliette & Striffler, Bruno & Lundhede, Thomas, 2022. "A choice experiment approach to evaluate maize farmers’ decision-making processes in Lao PDR," Journal of choice modelling, Elsevier, vol. 44(C).
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    8. Tyllianakis, Emmanouil & Martin-Ortega, Julia, 2021. "Agri-environmental schemes for biodiversity and environmental protection: How we are not yet “hitting the right keys”," Land Use Policy, Elsevier, vol. 109(C).

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