{"id":"https://openalex.org/W4412187891","doi":"https://doi.org/10.1007/s10209-025-01238-y","title":"Mapping competences for digital empowerment: a systematic review of smallholder farmers\u2019 adoption of digital technologies","display_name":"Mapping competences for digital empowerment: a systematic review of smallholder farmers\u2019 adoption of digital technologies","publication_year":2025,"publication_date":"2025-07-11","ids":{"openalex":"https://openalex.org/W4412187891","doi":"https://doi.org/10.1007/s10209-025-01238-y"},"language":"en","primary_location":{"id":"doi:10.1007/s10209-025-01238-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10209-025-01238-y","pdf_url":null,"source":{"id":"https://openalex.org/S30338973","display_name":"Universal Access in the Information Society","issn_l":"1615-5289","issn":["1615-5289","1615-5297"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Universal Access in the Information Society","raw_type":"journal-article"},"type":"review","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/A5115536104","display_name":"Quanpin Lyu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165339","display_name":"Ningbo Institute of Industrial Technology","ror":"https://ror.org/05nqg3g04","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165339"]},{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]},{"id":"https://openalex.org/I1315279114","display_name":"Zhejiang Wanli University","ror":"https://ror.org/00rjdhd62","country_code":"CN","type":"education","lineage":["https://openalex.org/I1315279114"]}],"countries":["CN","MY"],"is_corresponding":true,"raw_author_name":"Quanpin Lyu","raw_affiliation_strings":["College of Biological and Environmental Sciences, Zhejiang Wanli University, Ningbo, 315100, China","Faculty of Education, University of Malaya, Kuala Lumpur, 50603, Malaysia","Zhejiang Key Laboratory of Urban Environmental Processes and Pollution Control, Ningbo (Beilun) Zhongke Haixi Industrial Technology Innovation Center, Chinese Academy of Sciences, Ningbo, 315800, China"],"affiliations":[{"raw_affiliation_string":"College of Biological and Environmental Sciences, Zhejiang Wanli University, Ningbo, 315100, China","institution_ids":["https://openalex.org/I1315279114"]},{"raw_affiliation_string":"Faculty of Education, University of Malaya, Kuala Lumpur, 50603, Malaysia","institution_ids":["https://openalex.org/I33849332"]},{"raw_affiliation_string":"Zhejiang Key Laboratory of Urban Environmental Processes and Pollution Control, Ningbo (Beilun) Zhongke Haixi Industrial Technology Innovation Center, Chinese Academy of Sciences, Ningbo, 315800, China","institution_ids":["https://openalex.org/I4210165339"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046894698","display_name":"Xiaorong Dai","orcid":null},"institutions":[{"id":"https://openalex.org/I1315279114","display_name":"Zhejiang Wanli University","ror":"https://ror.org/00rjdhd62","country_code":"CN","type":"education","lineage":["https://openalex.org/I1315279114"]},{"id":"https://openalex.org/I4210165339","display_name":"Ningbo Institute of Industrial Technology","ror":"https://ror.org/05nqg3g04","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165339"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaorong Dai","raw_affiliation_strings":["College of Biological and Environmental Sciences, Zhejiang Wanli University, Ningbo, 315100, China","Zhejiang Key Laboratory of Urban Environmental Processes and Pollution Control, Ningbo (Beilun) Zhongke Haixi Industrial Technology Innovation Center, Chinese Academy of Sciences, Ningbo, 315800, China"],"affiliations":[{"raw_affiliation_string":"College of Biological and Environmental Sciences, Zhejiang Wanli University, Ningbo, 315100, China","institution_ids":["https://openalex.org/I1315279114"]},{"raw_affiliation_string":"Zhejiang Key Laboratory of Urban Environmental Processes and Pollution Control, Ningbo (Beilun) Zhongke Haixi Industrial Technology Innovation Center, Chinese Academy of Sciences, Ningbo, 315800, China","institution_ids":["https://openalex.org/I4210165339"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101575022","display_name":"Bin Zhou","orcid":"https://orcid.org/0000-0001-5158-7532"},"institutions":[{"id":"https://openalex.org/I4210095026","display_name":"Poultry Research Institute","ror":"https://ror.org/00szjvn19","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210095026","https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Zhou","raw_affiliation_strings":["Zhejiang Provincial Animal Husbandry Technology Extension and Breeding Livestock and Poultry Monitoring Station, Hangzhou, 310020, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang Provincial Animal Husbandry Technology Extension and Breeding Livestock and Poultry Monitoring Station, Hangzhou, 310020, China","institution_ids":["https://openalex.org/I4210095026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100628007","display_name":"Feifan Wang","orcid":"https://orcid.org/0000-0002-1465-8116"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Feifan Wang","raw_affiliation_strings":["Faculty of Science, University of Malaya, Kuala Lumpur, 50603, Malaysia"],"affiliations":[{"raw_affiliation_string":"Faculty of Science, University of Malaya, Kuala Lumpur, 50603, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110434452","display_name":"Long Khuc Dai","orcid":"https://orcid.org/0009-0007-6004-7272"},"institutions":[{"id":"https://openalex.org/I74837319","display_name":"Jiangxi Agricultural University","ror":"https://ror.org/00dc7s858","country_code":"CN","type":"education","lineage":["https://openalex.org/I74837319"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Luxi Dai","raw_affiliation_strings":["Faculty of Economics and Management, Jiangxi Agricultural University, Nanchang, 330000, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Economics and Management, Jiangxi Agricultural University, Nanchang, 330000, China","institution_ids":["https://openalex.org/I74837319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100757223","display_name":"Hang Xiao","orcid":"https://orcid.org/0000-0002-2457-4645"},"institutions":[{"id":"https://openalex.org/I4210165339","display_name":"Ningbo Institute of Industrial Technology","ror":"https://ror.org/05nqg3g04","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165339"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hang Xiao","raw_affiliation_strings":["Zhejiang Key Laboratory of Urban Environmental Processes and Pollution Control, Ningbo (Beilun) Zhongke Haixi Industrial Technology Innovation Center, Chinese Academy of Sciences, Ningbo, 315800, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang Key Laboratory of Urban Environmental Processes and Pollution Control, Ningbo (Beilun) Zhongke Haixi Industrial Technology Innovation Center, Chinese Academy of Sciences, Ningbo, 315800, China","institution_ids":["https://openalex.org/I4210165339"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068447455","display_name":"Ji\u2010Qin Ni","orcid":"https://orcid.org/0000-0002-0735-5678"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ji-Qin Ni","raw_affiliation_strings":["Department of Agricultural & Biological Engineering, Purdue University, West Lafayette, IN, 47907, USA"],"affiliations":[{"raw_affiliation_string":"Department of Agricultural & Biological Engineering, Purdue University, West Lafayette, IN, 47907, USA","institution_ids":["https://openalex.org/I219193219"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5115536104"],"corresponding_institution_ids":["https://openalex.org/I1315279114","https://openalex.org/I33849332","https://openalex.org/I4210165339"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23545168,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"24","issue":"4","first_page":"3347","last_page":"3358"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11499","display_name":"ICT Impact and Policies","score":0.9318000078201294,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11499","display_name":"ICT Impact and Policies","score":0.9318000078201294,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12786","display_name":"Innovation and Socioeconomic Development","score":0.930400013923645,"subfield":{"id":"https://openalex.org/subfields/1403","display_name":"Business and International 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/T13194","display_name":"ICT in Developing Communities","score":0.925599992275238,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/empowerment","display_name":"Empowerment","score":0.6697633862495422},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.5390429496765137},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43278172612190247},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.37992194294929504},{"id":"https://openalex.org/keywords/agricultural-science","display_name":"Agricultural science","score":0.3479042053222656},{"id":"https://openalex.org/keywords/economic-growth","display_name":"Economic growth","score":0.12672832608222961},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.10867410898208618},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.08228248357772827}],"concepts":[{"id":"https://openalex.org/C20555606","wikidata":"https://www.wikidata.org/wiki/Q868575","display_name":"Empowerment","level":2,"score":0.6697633862495422},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.5390429496765137},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43278172612190247},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.37992194294929504},{"id":"https://openalex.org/C37621935","wikidata":"https://www.wikidata.org/wiki/Q3606845","display_name":"Agricultural science","level":1,"score":0.3479042053222656},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.12672832608222961},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.10867410898208618},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.08228248357772827}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10209-025-01238-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10209-025-01238-y","pdf_url":null,"source":{"id":"https://openalex.org/S30338973","display_name":"Universal Access in the Information Society","issn_l":"1615-5289","issn":["1615-5289","1615-5297"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Universal Access in the Information Society","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.5199999809265137,"id":"https://metadata.un.org/sdg/2"}],"awards":[{"id":"https://openalex.org/G3664560097","display_name":null,"funder_award_id":"2022SNJF055","funder_id":"https://openalex.org/F4320317594","funder_display_name":"Department of Agriculture and Rural Affairs of Zhejiang Province"}],"funders":[{"id":"https://openalex.org/F4320317594","display_name":"Department of Agriculture and Rural Affairs of Zhejiang Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W1964858094","https://openalex.org/W1971309476","https://openalex.org/W2206664497","https://openalex.org/W2325802350","https://openalex.org/W2418927133","https://openalex.org/W2514517103","https://openalex.org/W2592022490","https://openalex.org/W2613232953","https://openalex.org/W2625071945","https://openalex.org/W2777909793","https://openalex.org/W2787576946","https://openalex.org/W2796755309","https://openalex.org/W2892176169","https://openalex.org/W2910521947","https://openalex.org/W2941283937","https://openalex.org/W2953209546","https://openalex.org/W2983558644","https://openalex.org/W2990272218","https://openalex.org/W2999331182","https://openalex.org/W3005351573","https://openalex.org/W3017297246","https://openalex.org/W3022655616","https://openalex.org/W3035883408","https://openalex.org/W3036027365","https://openalex.org/W3039918624","https://openalex.org/W3058969704","https://openalex.org/W3088509261","https://openalex.org/W3091500807","https://openalex.org/W3111278950","https://openalex.org/W3113212882","https://openalex.org/W3114855947","https://openalex.org/W3115708970","https://openalex.org/W3131531230","https://openalex.org/W3135675745","https://openalex.org/W3138636236","https://openalex.org/W3146142859","https://openalex.org/W3149382904","https://openalex.org/W3163371363","https://openalex.org/W3164641649","https://openalex.org/W3170097549","https://openalex.org/W3178739496","https://openalex.org/W3193588842","https://openalex.org/W3195226153","https://openalex.org/W3205121748","https://openalex.org/W3209978310","https://openalex.org/W4200175153","https://openalex.org/W4200418017","https://openalex.org/W4205869407","https://openalex.org/W4206408953","https://openalex.org/W4212852786","https://openalex.org/W4213037195","https://openalex.org/W4213430843","https://openalex.org/W4239073642","https://openalex.org/W4288038412","https://openalex.org/W4289546812","https://openalex.org/W4291377601","https://openalex.org/W4292489789","https://openalex.org/W4297093217","https://openalex.org/W4297991869","https://openalex.org/W4318948624","https://openalex.org/W4319041395","https://openalex.org/W4366506432","https://openalex.org/W4382710124","https://openalex.org/W4386309006","https://openalex.org/W4386377879","https://openalex.org/W4386774459","https://openalex.org/W4388857649"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-12-01T00:03:43.161839","created_date":"2025-10-10T00:00:00"}
