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The authors thank the experts and institutions that participated in the study and provided contacts with farmers in the case study areas: Florida Goat Breeders National Association (ACRIFLOR, C0rdoba, Spain) , Agrifood Research and Quality Centre of the Pedroches Valley (CICAP, C0rdoba, Spain) , Livestock Coopera- tive of the Pedroches Valley (COVAP, C0rdoba, Spain) , and Manchega Sheep Breeders Association (AGRAMA, Albacete, Spain) . The authors extend their gratitude to the farmers who participated in the study and agreed to be surveyed by the research team. We thank Julie Geay (National Institute of Agricultural Sciences, Food and Environment [AgroSup Dijon] , Dijon, France) for the preparation of the map included in Figure 1. This research was financed by grant no. RTA2015-00035 of the Spanish Ministry of Science and Innovation (Madrid, Spain). The authors have not stated any conflicts of interest.

Analysis of institutional authors

Martin-Collado, DCorresponding Author

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July 18, 2024
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Article

Are farmers motivated to select for heat tolerance? Linking attitudinal factors, perceived climate change impacts, and social trust to farmers' breeding desires

Publicated to:Journal Of Dairy Science. 107 (4): 2156-2174 - 2024-04-01 107(4), DOI: 10.3168/jds.2023-23722

Authors: Martin-Collado, D; Diaz, C; Ramon, M; Iglesias, A; Milan, M J; Sanchez-Rodriguez, M; Carabano, M J

Affiliations

Centro de Investigación y Tecnología Agroalimentaria de Aragón - Author
Ctr Inst Nacl Invest & Tecnol Agr & Alimentaria IN, Dept Mejora Genet Anim, Madrid 28040, Spain - Author
Ctr Invest & Tecnol Agroalimentaria Aragon, Dept Ciencia Anim, Zaragoza 50059, Spain - Author
Inst Reg Invest & Desarrollo Agroalimentario & For, Ctr Selecc & Reprod Anim, Valdepenas 13300, Spain - Author
Univ Autonoma Barcelona, Dept Ciencia Anim & Dels Aliments, Bellaterra 08193, Spain - Author
Univ Cordoba, Dept Prod Anim, Cordoba 14014, Spain - Author
Univ Politecn Madrid, Dept Econ Agr, Madrid 20040, Spain - Author
Univ Zaragoza, Inst Agroalimentario Aragon, Zaragoza 50013, Spain - Author
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Abstract

This study provides an understanding of dairy farmers' willingness to include heat tolerance in breeding goals and the modulating effect of sociopsychological factors and farm profile. A survey instrument including a choice experiment was designed to specifically address the trade-off between heat tolerance and milk production level. A total of 122 farmers across cattle, goat, and sheep farms were surveyed face-to-face. The results of the experiment show that most farmers perceive that heat stress and climate change are increasingly important problems, and that farming communities should invest more in generating knowledge and resources on mitigation strategies. However, we found limited initial support for selection for heat tolerance. This attitude changed when farmers were presented with objective information on the benefits and limitations of the different breeding choices, after which most farmers supported selection for heat tolerance, but only if doing so would compromise milk production gains to a small extent. Our results show that farmers' selection choices are driven by the interactions between heat stress risk perception, attitudes toward breeding tools, social trust, the species reared, and farm production level. In general, farmers willing to support selection of heat -tolerant animals are those with positive attitudes toward genetic values and genomic information and a strong perception of climate change and heat stress impacts on farms. On the contrary, negative support for selection for heat tolerance is found among farmers with high milk production levels; high trust in farming magazines, livestock farmers' associations, and veterinarians; and low trust in environmental and animalist groups.

Keywords

AdaptationAnimalsAttitudesBehaviorBreeding toolBreeding toolsCattleChange beliefsClimate changeDairyingFarmersFarmsGenomic selectionHeat stressHumansInnovationPerceptionsPreferencesScenarioSelectionSheepStressThermotoleranceTraitsTrust

Quality index

Bibliometric impact. Analysis of the contribution and dissemination channel

The work has been published in the journal Journal Of Dairy Science due to its progression and the good impact it has achieved in recent years, according to the agency WoS (JCR), it has become a reference in its field. In the year of publication of the work, 2024 there are still no calculated indicators, but in 2023, it was in position 57/173, thus managing to position itself as a Q1 (Primer Cuartil), in the category Food Science & Technology.

From a relative perspective, and based on the normalized impact indicator calculated from the Field Citation Ratio (FCR) of the Dimensions source, it yields a value of: 3, which indicates that, compared to works in the same discipline and in the same year of publication, it ranks as a work cited above average. (source consulted: Dimensions Jul 2025)

Specifically, and according to different indexing agencies, this work has accumulated citations as of 2025-07-12, the following number of citations:

  • WoS: 3
  • Scopus: 3

Impact and social visibility

From the perspective of influence or social adoption, and based on metrics associated with mentions and interactions provided by agencies specializing in calculating the so-called "Alternative or Social Metrics," we can highlight as of 2025-07-12:

  • The use, from an academic perspective evidenced by the Altmetric agency indicator referring to aggregations made by the personal bibliographic manager Mendeley, gives us a total of: 31.
  • The use of this contribution in bookmarks, code forks, additions to favorite lists for recurrent reading, as well as general views, indicates that someone is using the publication as a basis for their current work. This may be a notable indicator of future more formal and academic citations. This claim is supported by the result of the "Capture" indicator, which yields a total of: 54 (PlumX).

With a more dissemination-oriented intent and targeting more general audiences, we can observe other more global scores such as:

  • The Total Score from Altmetric: 13.2.
  • The number of mentions on the social network X (formerly Twitter): 5 (Altmetric).
  • The number of mentions in news outlets: 1 (Altmetric).

It is essential to present evidence supporting full alignment with institutional principles and guidelines on Open Science and the Conservation and Dissemination of Intellectual Heritage. A clear example of this is:

  • The work has been submitted to a journal whose editorial policy allows open Open Access publication.
  • Assignment of a Handle/URN as an identifier within the deposit in the Institutional Repository: http://hdl.handle.net/10532/6658

Leadership analysis of institutional authors

There is a significant leadership presence as some of the institution’s authors appear as the first or last signer, detailed as follows: First Author (MARTIN COLLADO, DANIEL) .

the author responsible for correspondence tasks has been MARTIN COLLADO, DANIEL.