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German farmers' perceived usefulness of satellite-based index insurance - Insights from a transtheoretical model

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  • Nordmeyer, Eike Florenz

Abstract

Index insurance is a promising tool to mitigate drought-related income losses in agriculture. Yet, the basis risk of index insurance based on meteorological observations inhibits farmers’ demand. To reduce the basis risk, the integration of satellite data has received research attention. However, farmers’ perceptions of satellite-based index insurance remain unknown. To derive initial insights into German farmers’ perceived usefulness (PU) of satellite-based index insurance, we surveyed 127 German farmers in a risk management context and applied a modified transtheoretical model of behavioral change (TTMC). This revealed detailed information on German farmers’ PU of satellite-based index insurance and its influencing factors. The results indicate that the average farmer perceives satellite-based index insurance as useful. Particularly, a higher educational level in the agricultural context as well as higher trust in index insurance products increases farmers’ PU. Moreover, higher relative climate-related income losses increase farmers’ PU. The results are of importance to insurers interested in the drivers of farmers’ PU of upcoming satellite-based index insurance and offers a starting point for researchers focusing on acceptance of index insurance and satellite data as well as for further applications of the TTMU.

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  • Nordmeyer, Eike Florenz, 2023. "German farmers' perceived usefulness of satellite-based index insurance - Insights from a transtheoretical model," 97th Annual Conference, March 27-29, 2023, Warwick University, Coventry, UK 334557, Agricultural Economics Society - AES.
    • Handle: RePEc:ags:aesc23:334557
    DOI: 10.22004/ag.econ.334557
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    as
    1. Mauro Vigani & Jonas Kathage, 2019. "To Risk or Not to Risk? Risk Management and Farm Productivity," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 101(5), pages 1432-1454.
    2. Robert Finger & Niklaus Lehmann, 2012. "The influence of direct payments on farmers’ hail insurance decisions," Agricultural Economics, International Association of Agricultural Economists, vol. 43(3), pages 343-354, May.
    3. Lemken, Dominic & Spiller, Achim & von Meyer-Höfer, Marie, 2017. "The Case of Legume-Cereal Crop Mixtures in Modern Agriculture and the Transtheoretical Model of Gradual Adoption," Ecological Economics, Elsevier, vol. 137(C), pages 20-28.
    4. Kazianga, Harounan & Udry, Christopher, 2006. "Consumption smoothing? Livestock, insurance and drought in rural Burkina Faso," Journal of Development Economics, Elsevier, vol. 79(2), pages 413-446, April.
    5. Petri Liesivaara & Sami Myyrä, 2014. "Willingness to pay for agricultural crop insurance in the northern EU," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 74(4), pages 539-554, October.
    6. David C. Hall & Thomas O. Knight & Keith H. Coble & Alan E. Baquet & George F. Patrick, 2003. "Analysis of Beef Producers' Risk Management Perceptions and Desire for Further Risk Management Education," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 25(2), pages 430-448.
    7. Thomas Dohmen & Armin Falk & David Huffman & Uwe Sunde & Jürgen Schupp & Gert G. Wagner, 2011. "Individual Risk Attitudes: Measurement, Determinants, And Behavioral Consequences," Journal of the European Economic Association, European Economic Association, vol. 9(3), pages 522-550, June.
    8. Geoffroy Enjolras & Patrick Sentis, 2011. "Crop insurance policies and purchases in France," Agricultural Economics, International Association of Agricultural Economists, vol. 42(4), pages 475-486, July.
    9. Daniel J. Clarke, 2016. "A Theory of Rational Demand for Index Insurance," American Economic Journal: Microeconomics, American Economic Association, vol. 8(1), pages 283-306, February.
    10. Shawn Cole & Xavier Giné & James Vickery, 2017. "How Does Risk Management Influence Production Decisions? Evidence from a Field Experiment," The Review of Financial Studies, Society for Financial Studies, vol. 30(6), pages 1935-1970.
    11. Mauro Vigani & Jonas Kathage, 2019. "To Risk or Not to Risk? Risk Management and Farm Productivity," American Journal of Agricultural Economics, John Wiley & Sons, vol. 101(5), pages 1432-1454, October.
    12. Ashok K. Mishra & Barry K. Goodwin, 2003. "Adoption of crop versus revenue insurance: a farm‐level analysis," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 63(2), pages 143-155, November.
    13. Petri Liesivaara & Sami Myyrä, 2014. "Willingness to pay for agricultural crop insurance in the northern EU," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 74(4), pages 539-554, October.
    14. F. G. Santeramo & B. K. Goodwin & F. Adinolfi & F. Capitanio, 2016. "Farmer Participation, Entry and Exit Decisions in the Italian Crop Insurance Programme," Journal of Agricultural Economics, Wiley Blackwell, vol. 67(3), pages 639-657, September.
    15. Willemijn Vroege & Janic Bucheli & Tobias Dalhaus & Martin Hirschi & Robert Finger, 2021. "Insuring crops from space: the potential of satellite-retrieved soil moisture to reduce farmers’ drought risk exposure," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 48(2), pages 266-314.
    16. Marra, Michele & Pannell, David J. & Abadi Ghadim, Amir, 2003. "The economics of risk, uncertainty and learning in the adoption of new agricultural technologies: where are we on the learning curve?," Agricultural Systems, Elsevier, vol. 75(2-3), pages 215-234.
    17. Liebe, Ulf & Maart, Syster Christin & Mußhoff, Oliver & Stubbe, Philipp, 2012. "Risikomanagement in landwirtschaftlichen Betrieben: Eine Analyse der Akzeptanz von Wetterversicherungen mit Hilfe von Discrete-Choice-Experimenten," German Journal of Agricultural Economics, Humboldt-Universitaet zu Berlin, Department for Agricultural Economics, vol. 61(02), pages 1-17, May.
    18. Leif Erec Heimfarth & Oliver Musshoff, 2011. "Weather index‐based insurances for farmers in the North China Plain," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 71(2), pages 218-239, August.
    19. Johannes Möllmann & Marius Michels & Oliver Musshoff, 2019. "German farmers’ acceptance of subsidized insurance associated with reduced direct payments," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 79(3), pages 408-424, May.
    20. Rose, David C. & Sutherland, William J. & Parker, Caroline & Lobley, Matt & Winter, Michael & Morris, Carol & Twining, Susan & Ffoulkes, Charles & Amano, Tatsuya & Dicks, Lynn V., 2016. "Decision support tools for agriculture: Towards effective design and delivery," Agricultural Systems, Elsevier, vol. 149(C), pages 165-174.
    21. Xavier Giné & Robert Townsend & James Vickery, 2008. "Patterns of Rainfall Insurance Participation in Rural India," The World Bank Economic Review, World Bank, vol. 22(3), pages 539-566, October.
    22. Ashok K. Mishra & Hisham S. El‐Osta, 2002. "Managing risk in agriculture through hedging and crop insurance: what does a national survey reveal?," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 62(2), pages 135-148, November.
    23. Velandia, Margarita M. & Rejesus, Roderick M. & Knight, Thomas O. & Sherrick, Bruce J., 2009. "Factors Affecting Farmers’ Utilization of Agricultural Risk Management Tools: The Case of Crop Insurance, Forward Contracting, and Spreading Sales," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 41(1), pages 1-17, April.
    24. Luisa Menapace & Gregory Colson & Roberta Raffaelli, 2013. "Risk Aversion, Subjective Beliefs, and Farmer Risk Management Strategies," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 95(2), pages 384-389.
    25. Eric Ofori & Terry Griffin & Elizabeth Yeager, 2020. "Duration analyses of precision agriculture technology adoption: what's influencing farmers' time-to-adoption decisions?," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 80(5), pages 647-664, May.
    26. Lampe, Immanuel & Würtenberger, Daniel, 2020. "Loss aversion and the demand for index insurance," Journal of Economic Behavior & Organization, Elsevier, vol. 180(C), pages 678-693.
    27. Ranjan Kumar Ghosh & Shweta Gupta & Vartika Singh & Patrick S. Ward, 2021. "Demand for Crop Insurance in Developing Countries: New Evidence from India," Journal of Agricultural Economics, Wiley Blackwell, vol. 72(1), pages 293-320, February.
    28. Salvatore Di Falco & Felice Adinolfi & Martina Bozzola & Fabian Capitanio, 2014. "Crop Insurance as a Strategy for Adapting to Climate Change," Journal of Agricultural Economics, Wiley Blackwell, vol. 65(2), pages 485-504, June.
    29. Calum G. Turvey, 2001. "Weather Derivatives for Specific Event Risks in Agriculture," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 23(2), pages 333-351.
    30. Bruce J. Sherrick & Peter J. Barry & Paul N. Ellinger & Gary D. Schnitkey, 2004. "Factors Influencing Farmers' Crop Insurance Decisions," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(1), pages 103-114.
    31. Liebe, Ulf & Maart, Syster Christin & Mußhoff, Oliver & Stubbe, Philipp, 2012. "Risikomanagement in landwirtschaftlichen Betrieben: Eine Analyse der Akzeptanz von Wetterversicherungen mit Hilfe von Discrete-Choice-Experimenten," Journal of International Agricultural Trade and Development, Journal of International Agricultural Trade and Development, vol. 61(2).
    32. Miroslav Trnka & Reimund P. Rötter & Margarita Ruiz-Ramos & Kurt Christian Kersebaum & Jørgen E. Olesen & Zdeněk Žalud & Mikhail A. Semenov, 2014. "Adverse weather conditions for European wheat production will become more frequent with climate change," Nature Climate Change, Nature, vol. 4(7), pages 637-643, July.
    33. D'Antoni, Jeremy M. & Mishra, Ashok K. & Powell, Rebekah R. & Martin, Steven W., 2012. "Farmers’ Perception of Precision Technology: The Case of Autosteer Adoption by Cotton Farmers," 2012 Annual Meeting, February 4-7, 2012, Birmingham, Alabama 119734, Southern Agricultural Economics Association.
    34. Schmitt, Jonas & Offermann, Frank & Söder, Mareike & Frühauf, Cathleen & Finger, Robert, 2022. "Extreme weather events cause significant crop yield losses at the farm level in German agriculture," Food Policy, Elsevier, vol. 112(C).
    35. Jensen, Nathaniel & Stoeffler, Quentin & Fava, Francesco & Vrieling, Anton & Atzberger, Clement & Meroni, Michele & Mude, Andrew & Carter, Michael, 2019. "Does the design matter? Comparing satellite-based indices for insuring pastoralists against drought," Ecological Economics, Elsevier, vol. 162(C), pages 59-73.
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    Risk and Uncertainty; Research and Development/Tech Change/Emerging Technologies;

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