{"id":"https://openalex.org/W7214319682","doi":"https://doi.org/10.1007/s11119-026-10429-3","title":"Factors influencing digital technology investments on French farms","display_name":"Factors influencing digital technology investments on French farms","publication_year":2026,"publication_date":"2026-09-25","ids":{"openalex":"https://openalex.org/W7214319682","doi":"https://doi.org/10.1007/s11119-026-10429-3"},"language":"en","primary_location":{"id":"doi:10.1007/s11119-026-10429-3","doi":"https://doi.org/10.1007/s11119-026-10429-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11119-026-10429-3","pdf_url":null,"source":{"id":"https://openalex.org/S42419699","display_name":"Precision Agriculture","issn_l":"1385-2256","issn":["1385-2256","1573-1618"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Precision Agriculture","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034350442","display_name":"Maha Ben Jaballah","orcid":"https://orcid.org/0000-0002-4489-278X","observed_orcids":["https://orcid.org/0000-0002-4489-278X"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Maha Ben Jaballah","raw_affiliation_strings":["LARESS Research Unit, Higher education and research in agronomy, environment and food science, 49000, Angers, France"],"raw_orcid":"https://orcid.org/0000-0002-4489-278X","affiliations":[{"raw_affiliation_string":"LARESS Research Unit, Higher education and research in agronomy, environment and food science, 49000, Angers, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069562002","display_name":"Aude Ridier","orcid":"https://orcid.org/0000-0002-7893-735X","observed_orcids":["https://orcid.org/0000-0002-7893-735X"]},"institutions":[{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Aude Ridier","raw_affiliation_strings":["SMART, Institut Agro, INRAE, 65 Rue de Saint\u2011Brieuc, CS 84215, F\u201135042, Rennes, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SMART, Institut Agro, INRAE, 65 Rue de Saint\u2011Brieuc, CS 84215, F\u201135042, Rennes, France","institution_ids":["https://openalex.org/I4210088668"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091075115","display_name":"Karine Daniel","orcid":"https://orcid.org/0000-0001-9550-5666","observed_orcids":["https://orcid.org/0000-0001-9550-5666"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Karine Daniel","raw_affiliation_strings":["LARESS Research Unit, Higher education and research in agronomy, environment and food science, 49000, Angers, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LARESS Research Unit, Higher education and research in agronomy, environment and food science, 49000, Angers, France","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5034350442"],"corresponding_institution_ids":[],"apc_list":{"value":4190,"currency":"USD","value_usd":4190},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"27","issue":"5","first_page":"149","last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12662","display_name":"Digitalization and Economic Development in Agriculture","score":0.4661000072956085,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12662","display_name":"Digitalization and Economic Development in Agriculture","score":0.4661000072956085,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10367","display_name":"Agricultural Innovations and Practices","score":0.2712000012397766,"subfield":{"id":"https://openalex.org/subfields/1100","display_name":"General Agricultural and Biological Sciences"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.23360000550746918,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/digital-technology-adoption","display_name":"digital technology adoption","score":0.9079999923706055},{"id":"https://openalex.org/keywords/agricultural-digitalization","display_name":"agricultural digitalization","score":0.7379999756813049},{"id":"https://openalex.org/keywords/agricultural-productivity","display_name":"agricultural productivity","score":0.4950000047683716},{"id":"https://openalex.org/keywords/farm-size","display_name":"farm size","score":0.6079999804496765},{"id":"https://openalex.org/keywords/farmer-characteristics","display_name":"farmer characteristics","score":0.625},{"id":"https://openalex.org/keywords/agricultural-education","display_name":"agricultural education","score":0.6620000004768372},{"id":"https://openalex.org/keywords/farmer-groups","display_name":"farmer groups","score":0.7110000252723694},{"id":"https://openalex.org/keywords/environmental-commitment","display_name":"environmental commitment","score":0.7799999713897705},{"id":"https://openalex.org/keywords/production-systems","display_name":"production systems","score":0.671999990940094},{"id":"https://openalex.org/keywords/vineyards","display_name":"vineyards","score":0.8270000219345093},{"id":"https://openalex.org/keywords/livestock-farms","display_name":"livestock farms","score":0.7319999933242798},{"id":"https://openalex.org/keywords/france","display_name":"France","score":0.5899999737739563}],"concepts":[{"id":"https://openalex.org/C27548731","wikidata":"https://www.wikidata.org/wiki/Q88272","display_name":"Investment (military)","level":3,"score":0.7386999726295471},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.6065999865531921},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.5455999970436096},{"id":"https://openalex.org/C117568660","wikidata":"https://www.wikidata.org/wiki/Q1650843","display_name":"Multinomial logistic regression","level":2,"score":0.5059999823570251},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.4909999966621399},{"id":"https://openalex.org/C37621935","wikidata":"https://www.wikidata.org/wiki/Q3606845","display_name":"Agricultural science","level":1,"score":0.3961000144481659},{"id":"https://openalex.org/C128383755","wikidata":"https://www.wikidata.org/wiki/Q3816336","display_name":"Agricultural productivity","level":3,"score":0.3788999915122986},{"id":"https://openalex.org/C48824518","wikidata":"https://www.wikidata.org/wiki/Q396340","display_name":"Agricultural economics","level":1,"score":0.3718999922275543},{"id":"https://openalex.org/C121017731","wikidata":"https://www.wikidata.org/wiki/Q11661","display_name":"Information technology","level":2,"score":0.3628000020980835},{"id":"https://openalex.org/C47136581","wikidata":"https://www.wikidata.org/wiki/Q16000047","display_name":"Agricultural machinery","level":3,"score":0.3384000062942505},{"id":"https://openalex.org/C207267971","wikidata":"https://www.wikidata.org/wiki/Q120208","display_name":"Emerging technologies","level":2,"score":0.33379998803138733},{"id":"https://openalex.org/C169549615","wikidata":"https://www.wikidata.org/wiki/Q939134","display_name":"Return on investment","level":3,"score":0.3262999951839447},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.31790000200271606},{"id":"https://openalex.org/C112964050","wikidata":"https://www.wikidata.org/wiki/Q103459","display_name":"Livestock","level":2,"score":0.303600013256073},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.29109999537467957},{"id":"https://openalex.org/C120217122","wikidata":"https://www.wikidata.org/wiki/Q740083","display_name":"Precision agriculture","level":3,"score":0.28519999980926514},{"id":"https://openalex.org/C199521495","wikidata":"https://www.wikidata.org/wiki/Q181487","display_name":"Audit","level":2,"score":0.28200000524520874},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.27630001306533813},{"id":"https://openalex.org/C137996800","wikidata":"https://www.wikidata.org/wiki/Q762702","display_name":"Technological change","level":2,"score":0.27570000290870667},{"id":"https://openalex.org/C29985473","wikidata":"https://www.wikidata.org/wiki/Q188460","display_name":"Natural resource","level":2,"score":0.266400009393692},{"id":"https://openalex.org/C175605778","wikidata":"https://www.wikidata.org/wiki/Q3299701","display_name":"Natural resource economics","level":1,"score":0.26350000500679016},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.2621999979019165},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.257099986076355},{"id":"https://openalex.org/C103144560","wikidata":"https://www.wikidata.org/wiki/Q2670999","display_name":"Investment strategy","level":3,"score":0.2556999921798706},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.2547000050544739},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.2531000077724457},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.25040000677108765}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s11119-026-10429-3","doi":"https://doi.org/10.1007/s11119-026-10429-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11119-026-10429-3","pdf_url":null,"source":{"id":"https://openalex.org/S42419699","display_name":"Precision Agriculture","issn_l":"1385-2256","issn":["1385-2256","1573-1618"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Precision Agriculture","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-05773300v1","doi":null,"is_oa":false,"landing_page_url":"https://hal.science/hal-05773300","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://link.springer.com/article/10.1007/s11119-026-10429-3#citeas","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.958299994468689,"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger"},{"score":0.7207000255584717,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"},{"score":0.4000000059604645,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G9000376134","display_name":null,"funder_award_id":"2021-11384","funder_id":"https://openalex.org/F4320327974","funder_display_name":"Conseil R\u00e9gional des Pays de la Loire"}],"funders":[{"id":"https://openalex.org/F4320327974","display_name":"Conseil R\u00e9gional des Pays de la Loire","ror":"https://ror.org/01zsm1k25"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W2000981620","https://openalex.org/W2054252859","https://openalex.org/W2127084427","https://openalex.org/W2142079093","https://openalex.org/W2267428580","https://openalex.org/W2553379128","https://openalex.org/W2578003208","https://openalex.org/W2735970828","https://openalex.org/W2779026373","https://openalex.org/W2781708619","https://openalex.org/W2811216512","https://openalex.org/W2883113516","https://openalex.org/W2889730635","https://openalex.org/W2890975400","https://openalex.org/W2897583404","https://openalex.org/W2900377462","https://openalex.org/W2910669015","https://openalex.org/W2912396508","https://openalex.org/W2935066573","https://openalex.org/W2942395593","https://openalex.org/W2944898832","https://openalex.org/W2945061049","https://openalex.org/W2945363277","https://openalex.org/W2969284113","https://openalex.org/W3035565396","https://openalex.org/W3091500807","https://openalex.org/W3111410715","https://openalex.org/W3112583175","https://openalex.org/W3131531230","https://openalex.org/W3135675745","https://openalex.org/W3158336725","https://openalex.org/W3158669823","https://openalex.org/W3160691794","https://openalex.org/W3164471862","https://openalex.org/W3166769082","https://openalex.org/W3173816148","https://openalex.org/W4200068132","https://openalex.org/W4206408953","https://openalex.org/W4206840052","https://openalex.org/W4214910677","https://openalex.org/W4224273786","https://openalex.org/W4283259614","https://openalex.org/W4288038412","https://openalex.org/W4296311380","https://openalex.org/W4303579711","https://openalex.org/W4319041395","https://openalex.org/W4320716833","https://openalex.org/W4360992146","https://openalex.org/W4362716218","https://openalex.org/W4367399950","https://openalex.org/W4382318759","https://openalex.org/W4386780902","https://openalex.org/W4391343218","https://openalex.org/W4393070891","https://openalex.org/W4393993576","https://openalex.org/W4396701581","https://openalex.org/W4399860670","https://openalex.org/W4414133923","https://openalex.org/W7138969043"],"related_works":["https://openalex.org/W7140017682","https://openalex.org/W7103752709","https://openalex.org/W4411550693","https://openalex.org/W7169747535","https://openalex.org/W4411101729","https://openalex.org/W7170048018","https://openalex.org/W7169558255","https://openalex.org/W4396701581","https://openalex.org/W4382867130","https://openalex.org/W4409001155"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-10-26T11:51:55.731654","created_date":"2026-09-26T00:00:00"}