Drivers and Barriers Influencing the Willingness to Adopt Technologies for Variable Rate Application of Fertiliser in Lower Austria

Even though a broad range of technologies for variable rate application of nitrogen fertiliser is available, there are hardly any documented cases of their use in Austria. In this study, the drivers and barriers of adoption have been investigated. A survey of 242 farmers in Lower Austria was conduct...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Agronomy (Basel) 2021-10, Vol.11 (10), p.1965, Article 1965
Hauptverfasser: Blasch, Julia, Vuolo, Francesco, Essl, Laura, van der Kroon, Bianca
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page
container_issue 10
container_start_page 1965
container_title Agronomy (Basel)
container_volume 11
creator Blasch, Julia
Vuolo, Francesco
Essl, Laura
van der Kroon, Bianca
description Even though a broad range of technologies for variable rate application of nitrogen fertiliser is available, there are hardly any documented cases of their use in Austria. In this study, the drivers and barriers of adoption have been investigated. A survey of 242 farmers in Lower Austria was conducted. The survey covered the farmers' economic situation, concerns, and expectations regarding the future of their farms and their interest in precision farming technologies. A choice experiment was included in the survey to elicit farmers' preferences for different features of variable rate application technologies. A series of multinomial logit, mixed logit and latent class logit models were run to analyze the choice experiment. Most farmers were interested in variable rate application, whereas technology costs, yield and environmental improvements were found to be important drivers of adoption. Also, farm size, farming system, technological level and network activities seem to play an important role in the uptake of variable rate application technologies.
doi_str_mv 10.3390/agronomy11101965
format Article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_journals_2584300461</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><doaj_id>oai_doaj_org_article_c750407cdb6e4237ac43cded668b92be</doaj_id><sourcerecordid>2584300461</sourcerecordid><originalsourceid>FETCH-LOGICAL-c379t-42a5f98df65d487b1d4065f90bd365236c3db329061196d13917c2f1b405b6e43</originalsourceid><addsrcrecordid>eNqNkc9rFDEUxwdRsLS9ewx4lLX5PZPjulq7sCBI1eOQH2-2WabJmGQsPfuPN9OVIj01l7w8vt_ve-TTNO8I_siYwhd6n2KIt_eEEEyUFK-aE4pbtuJMidf_1W-b85wPuB5FWIfbk-bv5-T_QMpIB4c-6ZT88tiGYZwhWB_2qNwA-uXHsdYBckYlorWLU0HXYG9CHOPeQ0ZDTOinTl6bEdB3XQCtp2n0VhcfA4oDuoRU_OgzJOQD2sW7WqznXKrlrHkz6DHD-b_7tPlx-eV6c7Xaffu63ax3K8taVVacajGozg1SON61hjiOZe1g45gUlEnLnGFUYUnqHzjCFGktHYjhWBgJnJ0222Oui_rQT8nf6nTfR-37x0ZM-17XJe0IvW0F5ri1bjFS1mrLmXXgpOyMogZq1vtj1pTi7xly6Q9xTqGu31PRcYYxl6Sq8FFlU8w5wfA0leB-Idc_J1ctH46WOzBxyNZXDPBkq-RaQgmmYoG4DOhert748ohjE-dQ2AMnLq7u</addsrcrecordid><sourcetype>Open Website</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2584300461</pqid></control><display><type>article</type><title>Drivers and Barriers Influencing the Willingness to Adopt Technologies for Variable Rate Application of Fertiliser in Lower Austria</title><source>DOAJ Directory of Open Access Journals</source><source>Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals</source><source>MDPI - Multidisciplinary Digital Publishing Institute</source><source>Web of Science - Science Citation Index Expanded - 2021&lt;img src="https://exlibris-pub.s3.amazonaws.com/fromwos-v2.jpg" /&gt;</source><source>Web of Science - Social Sciences Citation Index – 2021&lt;img src="https://exlibris-pub.s3.amazonaws.com/fromwos-v2.jpg" /&gt;</source><creator>Blasch, Julia ; Vuolo, Francesco ; Essl, Laura ; van der Kroon, Bianca</creator><creatorcontrib>Blasch, Julia ; Vuolo, Francesco ; Essl, Laura ; van der Kroon, Bianca</creatorcontrib><description>Even though a broad range of technologies for variable rate application of nitrogen fertiliser is available, there are hardly any documented cases of their use in Austria. In this study, the drivers and barriers of adoption have been investigated. A survey of 242 farmers in Lower Austria was conducted. The survey covered the farmers' economic situation, concerns, and expectations regarding the future of their farms and their interest in precision farming technologies. A choice experiment was included in the survey to elicit farmers' preferences for different features of variable rate application technologies. A series of multinomial logit, mixed logit and latent class logit models were run to analyze the choice experiment. Most farmers were interested in variable rate application, whereas technology costs, yield and environmental improvements were found to be important drivers of adoption. Also, farm size, farming system, technological level and network activities seem to play an important role in the uptake of variable rate application technologies.</description><identifier>ISSN: 2073-4395</identifier><identifier>EISSN: 2073-4395</identifier><identifier>DOI: 10.3390/agronomy11101965</identifier><language>eng</language><publisher>BASEL: Mdpi</publisher><subject>adoption ; Agricultural production ; Agricultural technology ; Agriculture ; Agronomy ; Automation ; choice experiment ; Experiments ; Farmers ; Farming ; Farming systems ; Farms ; Fertilizer application ; Focus groups ; Groundwater ; Life Sciences &amp; Biomedicine ; Logit models ; Nitrogen ; Plant Sciences ; Polls &amp; surveys ; precision agriculture ; Precision farming ; Questionnaires ; satellite data ; Satellites ; Science &amp; Technology ; Sensors ; Technological change ; variable rate fertilisation</subject><ispartof>Agronomy (Basel), 2021-10, Vol.11 (10), p.1965, Article 1965</ispartof><rights>2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>true</woscitedreferencessubscribed><woscitedreferencescount>5</woscitedreferencescount><woscitedreferencesoriginalsourcerecordid>wos000712102500001</woscitedreferencesoriginalsourcerecordid><citedby>FETCH-LOGICAL-c379t-42a5f98df65d487b1d4065f90bd365236c3db329061196d13917c2f1b405b6e43</citedby><cites>FETCH-LOGICAL-c379t-42a5f98df65d487b1d4065f90bd365236c3db329061196d13917c2f1b405b6e43</cites><orcidid>0000-0002-4823-1700 ; 0000-0002-1082-9272</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>315,782,786,866,2104,2116,27931,27932,39264,39265</link.rule.ids></links><search><creatorcontrib>Blasch, Julia</creatorcontrib><creatorcontrib>Vuolo, Francesco</creatorcontrib><creatorcontrib>Essl, Laura</creatorcontrib><creatorcontrib>van der Kroon, Bianca</creatorcontrib><title>Drivers and Barriers Influencing the Willingness to Adopt Technologies for Variable Rate Application of Fertiliser in Lower Austria</title><title>Agronomy (Basel)</title><addtitle>AGRONOMY-BASEL</addtitle><description>Even though a broad range of technologies for variable rate application of nitrogen fertiliser is available, there are hardly any documented cases of their use in Austria. In this study, the drivers and barriers of adoption have been investigated. A survey of 242 farmers in Lower Austria was conducted. The survey covered the farmers' economic situation, concerns, and expectations regarding the future of their farms and their interest in precision farming technologies. A choice experiment was included in the survey to elicit farmers' preferences for different features of variable rate application technologies. A series of multinomial logit, mixed logit and latent class logit models were run to analyze the choice experiment. Most farmers were interested in variable rate application, whereas technology costs, yield and environmental improvements were found to be important drivers of adoption. Also, farm size, farming system, technological level and network activities seem to play an important role in the uptake of variable rate application technologies.</description><subject>adoption</subject><subject>Agricultural production</subject><subject>Agricultural technology</subject><subject>Agriculture</subject><subject>Agronomy</subject><subject>Automation</subject><subject>choice experiment</subject><subject>Experiments</subject><subject>Farmers</subject><subject>Farming</subject><subject>Farming systems</subject><subject>Farms</subject><subject>Fertilizer application</subject><subject>Focus groups</subject><subject>Groundwater</subject><subject>Life Sciences &amp; Biomedicine</subject><subject>Logit models</subject><subject>Nitrogen</subject><subject>Plant Sciences</subject><subject>Polls &amp; surveys</subject><subject>precision agriculture</subject><subject>Precision farming</subject><subject>Questionnaires</subject><subject>satellite data</subject><subject>Satellites</subject><subject>Science &amp; Technology</subject><subject>Sensors</subject><subject>Technological change</subject><subject>variable rate fertilisation</subject><issn>2073-4395</issn><issn>2073-4395</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>GIZIO</sourceid><sourceid>HGBXW</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><sourceid>DOA</sourceid><recordid>eNqNkc9rFDEUxwdRsLS9ewx4lLX5PZPjulq7sCBI1eOQH2-2WabJmGQsPfuPN9OVIj01l7w8vt_ve-TTNO8I_siYwhd6n2KIt_eEEEyUFK-aE4pbtuJMidf_1W-b85wPuB5FWIfbk-bv5-T_QMpIB4c-6ZT88tiGYZwhWB_2qNwA-uXHsdYBckYlorWLU0HXYG9CHOPeQ0ZDTOinTl6bEdB3XQCtp2n0VhcfA4oDuoRU_OgzJOQD2sW7WqznXKrlrHkz6DHD-b_7tPlx-eV6c7Xaffu63ax3K8taVVacajGozg1SON61hjiOZe1g45gUlEnLnGFUYUnqHzjCFGktHYjhWBgJnJ0222Oui_rQT8nf6nTfR-37x0ZM-17XJe0IvW0F5ri1bjFS1mrLmXXgpOyMogZq1vtj1pTi7xly6Q9xTqGu31PRcYYxl6Sq8FFlU8w5wfA0leB-Idc_J1ctH46WOzBxyNZXDPBkq-RaQgmmYoG4DOhert748ohjE-dQ2AMnLq7u</recordid><startdate>20211001</startdate><enddate>20211001</enddate><creator>Blasch, Julia</creator><creator>Vuolo, Francesco</creator><creator>Essl, Laura</creator><creator>van der Kroon, Bianca</creator><general>Mdpi</general><general>MDPI AG</general><scope>17B</scope><scope>BLEPL</scope><scope>DTL</scope><scope>DVR</scope><scope>EGQ</scope><scope>GIZIO</scope><scope>HGBXW</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7SN</scope><scope>7SS</scope><scope>7ST</scope><scope>7T7</scope><scope>7TM</scope><scope>7X2</scope><scope>8FD</scope><scope>8FE</scope><scope>8FH</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>M0K</scope><scope>P64</scope><scope>PATMY</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PYCSY</scope><scope>SOI</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0002-4823-1700</orcidid><orcidid>https://orcid.org/0000-0002-1082-9272</orcidid></search><sort><creationdate>20211001</creationdate><title>Drivers and Barriers Influencing the Willingness to Adopt Technologies for Variable Rate Application of Fertiliser in Lower Austria</title><author>Blasch, Julia ; Vuolo, Francesco ; Essl, Laura ; van der Kroon, Bianca</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c379t-42a5f98df65d487b1d4065f90bd365236c3db329061196d13917c2f1b405b6e43</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>adoption</topic><topic>Agricultural production</topic><topic>Agricultural technology</topic><topic>Agriculture</topic><topic>Agronomy</topic><topic>Automation</topic><topic>choice experiment</topic><topic>Experiments</topic><topic>Farmers</topic><topic>Farming</topic><topic>Farming systems</topic><topic>Farms</topic><topic>Fertilizer application</topic><topic>Focus groups</topic><topic>Groundwater</topic><topic>Life Sciences &amp; Biomedicine</topic><topic>Logit models</topic><topic>Nitrogen</topic><topic>Plant Sciences</topic><topic>Polls &amp; surveys</topic><topic>precision agriculture</topic><topic>Precision farming</topic><topic>Questionnaires</topic><topic>satellite data</topic><topic>Satellites</topic><topic>Science &amp; Technology</topic><topic>Sensors</topic><topic>Technological change</topic><topic>variable rate fertilisation</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Blasch, Julia</creatorcontrib><creatorcontrib>Vuolo, Francesco</creatorcontrib><creatorcontrib>Essl, Laura</creatorcontrib><creatorcontrib>van der Kroon, Bianca</creatorcontrib><collection>Web of Knowledge</collection><collection>Web of Science Core Collection</collection><collection>Science Citation Index Expanded</collection><collection>Social Sciences Citation Index</collection><collection>Web of Science Primary (SCIE, SSCI &amp; AHCI)</collection><collection>Web of Science - Social Sciences Citation Index – 2021</collection><collection>Web of Science - Science Citation Index Expanded - 2021</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Ecology Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Environment Abstracts</collection><collection>Industrial and Applied Microbiology Abstracts (Microbiology A)</collection><collection>Nucleic Acids Abstracts</collection><collection>Agricultural Science Collection</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>Agricultural &amp; Environmental Science Collection</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Natural Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Engineering Research Database</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>Agricultural Science Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Environmental Science Database</collection><collection>Access via ProQuest (Open Access)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>Environmental Science Collection</collection><collection>Environment Abstracts</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Agronomy (Basel)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Blasch, Julia</au><au>Vuolo, Francesco</au><au>Essl, Laura</au><au>van der Kroon, Bianca</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Drivers and Barriers Influencing the Willingness to Adopt Technologies for Variable Rate Application of Fertiliser in Lower Austria</atitle><jtitle>Agronomy (Basel)</jtitle><stitle>AGRONOMY-BASEL</stitle><date>2021-10-01</date><risdate>2021</risdate><volume>11</volume><issue>10</issue><spage>1965</spage><pages>1965-</pages><artnum>1965</artnum><issn>2073-4395</issn><eissn>2073-4395</eissn><abstract>Even though a broad range of technologies for variable rate application of nitrogen fertiliser is available, there are hardly any documented cases of their use in Austria. In this study, the drivers and barriers of adoption have been investigated. A survey of 242 farmers in Lower Austria was conducted. The survey covered the farmers' economic situation, concerns, and expectations regarding the future of their farms and their interest in precision farming technologies. A choice experiment was included in the survey to elicit farmers' preferences for different features of variable rate application technologies. A series of multinomial logit, mixed logit and latent class logit models were run to analyze the choice experiment. Most farmers were interested in variable rate application, whereas technology costs, yield and environmental improvements were found to be important drivers of adoption. Also, farm size, farming system, technological level and network activities seem to play an important role in the uptake of variable rate application technologies.</abstract><cop>BASEL</cop><pub>Mdpi</pub><doi>10.3390/agronomy11101965</doi><tpages>14</tpages><orcidid>https://orcid.org/0000-0002-4823-1700</orcidid><orcidid>https://orcid.org/0000-0002-1082-9272</orcidid><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 2073-4395
ispartof Agronomy (Basel), 2021-10, Vol.11 (10), p.1965, Article 1965
issn 2073-4395
2073-4395
language eng
recordid cdi_proquest_journals_2584300461
source DOAJ Directory of Open Access Journals; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; MDPI - Multidisciplinary Digital Publishing Institute; Web of Science - Science Citation Index Expanded - 2021<img src="https://exlibris-pub.s3.amazonaws.com/fromwos-v2.jpg" />; Web of Science - Social Sciences Citation Index – 2021<img src="https://exlibris-pub.s3.amazonaws.com/fromwos-v2.jpg" />
subjects adoption
Agricultural production
Agricultural technology
Agriculture
Agronomy
Automation
choice experiment
Experiments
Farmers
Farming
Farming systems
Farms
Fertilizer application
Focus groups
Groundwater
Life Sciences & Biomedicine
Logit models
Nitrogen
Plant Sciences
Polls & surveys
precision agriculture
Precision farming
Questionnaires
satellite data
Satellites
Science & Technology
Sensors
Technological change
variable rate fertilisation
title Drivers and Barriers Influencing the Willingness to Adopt Technologies for Variable Rate Application of Fertiliser in Lower Austria
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-04T08%3A37%3A15IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Drivers%20and%20Barriers%20Influencing%20the%20Willingness%20to%20Adopt%20Technologies%20for%20Variable%20Rate%20Application%20of%20Fertiliser%20in%20Lower%20Austria&rft.jtitle=Agronomy%20(Basel)&rft.au=Blasch,%20Julia&rft.date=2021-10-01&rft.volume=11&rft.issue=10&rft.spage=1965&rft.pages=1965-&rft.artnum=1965&rft.issn=2073-4395&rft.eissn=2073-4395&rft_id=info:doi/10.3390/agronomy11101965&rft_dat=%3Cproquest_cross%3E2584300461%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2584300461&rft_id=info:pmid/&rft_doaj_id=oai_doaj_org_article_c750407cdb6e4237ac43cded668b92be&rfr_iscdi=true