Digital innovations: Implications for African agribusinesses

Despite the agribusiness industry's potential, it is still characterised by a high level of conventional means of production, denying it numerous opportunities along the value chain in Africa. Meanwhile, adopting modern means of production using digital innovations can boost farmers' effic...

Full description

Saved in:
Bibliographic Details
Published inSmart agricultural technology Vol. 7; p. 100407
Main Authors Arthur, Kingsley Kofi, Bannor, Richard Kwasi, Masih, Jolly, Oppong-Kyeremeh, Helena, Appiahene, Peter
Format Journal Article
LanguageEnglish
Published Elsevier B.V 01.03.2024
Elsevier
Subjects
Online AccessGet full text

Cover

Loading…
Abstract Despite the agribusiness industry's potential, it is still characterised by a high level of conventional means of production, denying it numerous opportunities along the value chain in Africa. Meanwhile, adopting modern means of production using digital innovations can boost farmers' efficiency. Given the relevance of digital innovations within the agribusiness industry, the current paper gives an overview of digital innovations in the agribusiness industry, particularly in Africa, by synthesising existing literature on digital innovations to consolidate scattered ideas and give recommendations for practice and future studies. The PRISMA technique was adopted to synthesise 47 existing relevant articles from the Scopus database. Bibliometric tools such as VOSviewer and R-Package-Bibliometrix were used to analyse the data. From the results, most papers on African digital innovations emanated from a journal with a broader scope—Sustainability Journal (Switzerland). Most of the funding for digital innovation studies in agribusiness was sponsored by foreign donors outside the African Continent, with the Consortium of International Agricultural Research Centers in France sponsoring the most research. Based on the publication synthesis and the trend of publications, five themes, namely, digital innovations in the agricultural value chain, training and skills development through digital innovations, digital finance innovations in agribusiness, precision digital innovations: agribusiness survival, and drivers of digital innovation adoption in agribusiness were identified. From the results, digital agribusiness innovations in marketing, production, and finance have been profound in Africa, though they are skewed towards a few South, West, and North African countries. Meanwhile, the drivers and challenges of digital innovations in Africa have been mainly social, economic, political, and institutional factors. Given the results, it is recommended that, since most of the studies were primarily sponsored by foreign governments, thus betraying the commitment of the African continent's readiness to transform the agribusiness sector via innovation and technology, African Governments, first, and second, non-governmental organisations and other agricultural donors should prioritise the digitalisation of the agriculture sector by integrating them into economic development plans and making relevant resources available to all actors from upstream to downstream.
AbstractList Despite the agribusiness industry's potential, it is still characterised by a high level of conventional means of production, denying it numerous opportunities along the value chain in Africa. Meanwhile, adopting modern means of production using digital innovations can boost farmers' efficiency. Given the relevance of digital innovations within the agribusiness industry, the current paper gives an overview of digital innovations in the agribusiness industry, particularly in Africa, by synthesising existing literature on digital innovations to consolidate scattered ideas and give recommendations for practice and future studies. The PRISMA technique was adopted to synthesise 47 existing relevant articles from the Scopus database. Bibliometric tools such as VOSviewer and R-Package-Bibliometrix were used to analyse the data. From the results, most papers on African digital innovations emanated from a journal with a broader scope—Sustainability Journal (Switzerland). Most of the funding for digital innovation studies in agribusiness was sponsored by foreign donors outside the African Continent, with the Consortium of International Agricultural Research Centers in France sponsoring the most research. Based on the publication synthesis and the trend of publications, five themes, namely, digital innovations in the agricultural value chain, training and skills development through digital innovations, digital finance innovations in agribusiness, precision digital innovations: agribusiness survival, and drivers of digital innovation adoption in agribusiness were identified. From the results, digital agribusiness innovations in marketing, production, and finance have been profound in Africa, though they are skewed towards a few South, West, and North African countries. Meanwhile, the drivers and challenges of digital innovations in Africa have been mainly social, economic, political, and institutional factors. Given the results, it is recommended that, since most of the studies were primarily sponsored by foreign governments, thus betraying the commitment of the African continent's readiness to transform the agribusiness sector via innovation and technology, African Governments, first, and second, non-governmental organisations and other agricultural donors should prioritise the digitalisation of the agriculture sector by integrating them into economic development plans and making relevant resources available to all actors from upstream to downstream.
ArticleNumber 100407
Author Bannor, Richard Kwasi
Appiahene, Peter
Oppong-Kyeremeh, Helena
Arthur, Kingsley Kofi
Masih, Jolly
Author_xml – sequence: 1
  givenname: Kingsley Kofi
  surname: Arthur
  fullname: Arthur, Kingsley Kofi
  organization: Department of Agribusiness Management and Consumer Studies, University of Energy and Natural Resources, Sunyani, Ghana
– sequence: 2
  givenname: Richard Kwasi
  orcidid: 0000-0003-4651-6064
  surname: Bannor
  fullname: Bannor, Richard Kwasi
  email: richard.bannor@uenr.edu.gh
  organization: Department of Agribusiness Management and Consumer Studies, University of Energy and Natural Resources, Sunyani, Ghana
– sequence: 3
  givenname: Jolly
  surname: Masih
  fullname: Masih, Jolly
  organization: BML Munjal University, Gurgaon, Haryana, India
– sequence: 4
  givenname: Helena
  surname: Oppong-Kyeremeh
  fullname: Oppong-Kyeremeh, Helena
  organization: Department of Agribusiness Management and Consumer Studies, University of Energy and Natural Resources, Sunyani, Ghana
– sequence: 5
  givenname: Peter
  surname: Appiahene
  fullname: Appiahene, Peter
  organization: Department of Information Technology and Decision Sciences, Sunyani, Ghana
BookMark eNqFkMtKAzEUQINUsNZ-gZv5gda8JsmILkp9FQpudB2STFIzTDMlGQv-vWlHRFzoKvdeOAdyzsEodMECcIngHEHErpq56q15m2OIab5ACvkJGGPO8Yzwshz9mM_ANKUGQohFyUQlxuDmzm98r9rCh9DtVe-7kK6L1XbXejNshetisXAx76FQm-j1e_LBpmTTBTh1qk12-vVOwOvD_cvyabZ-flwtF-uZoYj2s7LEwumKYVETrbkjRFmDq9oiJTTGmmDNmKZM1EbRGmmKuCmp0cTAUglRkglYDd66U43cRb9V8UN2ysvjoYsbqWLvTWulYc6J7ODYaYqtUxxV0HFIshNzwbKLDC4Tu5Sidd8-BOWhp2zksac89JRDz0xVvyiTqx369FH59h_2dmBtTrT3NspkvA3G1j5a0-c_-D_5T6aPk9k
CitedBy_id crossref_primary_10_1111_joes_12652
crossref_primary_10_1590_1808_5245_31_141487
crossref_primary_10_32782_2524_0072_2024_64_148
crossref_primary_10_1016_j_frl_2024_105883
crossref_primary_10_20289_zfdergi_1414757
crossref_primary_10_51867_ajernet_5_3_81
crossref_primary_10_3390_econometrics12040029
crossref_primary_10_1016_j_resglo_2024_100214
crossref_primary_10_1108_BPMJ_09_2023_0740
Cites_doi 10.1016/j.stae.2023.100062
10.1016/j.atech.2023.100247
10.33776/rem.vi63.7400
10.1177/0030727018773101
10.1109/ACCESS.2021.3086453
10.18697/ajfand.119.21255
10.3389/fclim.2022.928512
10.1007/s11192-009-0146-3
10.20961/carakatani.v36i2.53505
10.1108/JADEE-12-2022-0268
10.1080/02681102.2021.1975256
10.1002/agj2.21164
10.1177/1024529420914483
10.1016/j.jbusres.2021.04.070
10.1016/j.techfore.2017.12.010
10.1002/aepp.13145
10.1016/j.atech.2022.100132
10.1177/02690942211010151
10.1016/j.jclinepi.2019.04.015
10.1016/j.heliyon.2022.e09369
10.1016/j.worlddev.2021.105480
10.7160/aol.2021.130404
10.3390/su131810269
10.7326/0003-4819-151-4-200908180-00135
10.1007/978-981-16-8731-0_4
10.1097/BLO.0b013e31802c9098
10.1016/j.clscn.2022.100039
10.4102/jtscm.v16i0.746
10.1080/23311932.2023.2171834
10.1108/EEMCS-03-2019-0065
10.1007/s10624-021-09631-8
10.1111/soru.12359
10.1590/1809-43412019v16d555
10.1080/14735903.2020.1720474
10.1093/af/vfaa002
10.1080/15427528.2021.1879335
10.1186/s12874-021-01281-2
10.1016/j.aiia.2021.12.001
10.1016/j.spc.2022.09.027
10.1046/j.1440-172X.2001.00295.x
10.1186/s13643-017-0644-y
10.2495/SDP180811
ContentType Journal Article
Copyright 2024 The Author(s)
Copyright_xml – notice: 2024 The Author(s)
DBID 6I.
AAFTH
AAYXX
CITATION
DOA
DOI 10.1016/j.atech.2024.100407
DatabaseName ScienceDirect Open Access Titles
Elsevier:ScienceDirect:Open Access
CrossRef
DOAJ Directory of Open Access Journals
DatabaseTitle CrossRef
DatabaseTitleList

Database_xml – sequence: 1
  dbid: DOA
  name: DOAJ Directory of Open Access Journals
  url: https://www.doaj.org/
  sourceTypes: Open Website
DeliveryMethod fulltext_linktorsrc
EISSN 2772-3755
ExternalDocumentID oai_doaj_org_article_c6ff8d1b72fb42efa7190f70317c2786
10_1016_j_atech_2024_100407
S2772375524000121
GroupedDBID 6I.
AAFTH
AAXUO
AKRWK
ALMA_UNASSIGNED_HOLDINGS
AMRAJ
EBS
FDB
GROUPED_DOAJ
M41
M~E
OK1
ROL
AAHBH
AALRI
AAYWO
AAYXX
ACVFH
ADCNI
ADVLN
AEUPX
AFJKZ
AFPUW
AIGII
AITUG
AKBMS
AKYEP
APXCP
CITATION
ID FETCH-LOGICAL-c414t-5528fb9628d3bb7f33aec29de1a8b22b32b66b468dca4d1b417c54cb3c05a8853
IEDL.DBID DOA
ISSN 2772-3755
IngestDate Wed Aug 27 01:30:29 EDT 2025
Tue Jul 01 01:09:53 EDT 2025
Thu Apr 24 23:11:27 EDT 2025
Sat Apr 06 16:24:18 EDT 2024
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Keywords Digital innovations
Agribusiness
Technology
Value chain
Africa
Language English
License This is an open access article under the CC BY-NC-ND license.
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c414t-5528fb9628d3bb7f33aec29de1a8b22b32b66b468dca4d1b417c54cb3c05a8853
ORCID 0000-0003-4651-6064
OpenAccessLink https://doaj.org/article/c6ff8d1b72fb42efa7190f70317c2786
ParticipantIDs doaj_primary_oai_doaj_org_article_c6ff8d1b72fb42efa7190f70317c2786
crossref_primary_10_1016_j_atech_2024_100407
crossref_citationtrail_10_1016_j_atech_2024_100407
elsevier_sciencedirect_doi_10_1016_j_atech_2024_100407
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate March 2024
2024-03-00
2024-03-01
PublicationDateYYYYMMDD 2024-03-01
PublicationDate_xml – month: 03
  year: 2024
  text: March 2024
PublicationDecade 2020
PublicationTitle Smart agricultural technology
PublicationYear 2024
Publisher Elsevier B.V
Elsevier
Publisher_xml – name: Elsevier B.V
– name: Elsevier
References Kienzle, Sims, Mutai (bib0037) 2022
Smidt, Jokonya (bib0082) 2022; 16
Frandsen, Eriksen, Hammer, Christensen (bib0027) 2019; 112
Obonyo, Formentini, Ndiritu, Naslund (bib0063) 2023
Nitturkar (bib0060) 2021; 35
Osabohien (bib0070) 2023
Zhu (bib0090) 2023
Baierle, da Silva, de Faria Correa, Schaefer, Da Costa, Benitez, Benitez Nara (bib0013) 2022
Oberholster, Adendorff (bib0062) 2018; 47
Foster, Szilagyi, Wairegi, Oguamanam, de Beer (bib0026) 2023; 3
Pudeyan, Zaporozceva, Medvedskaya (bib0074) 2023; 371
Zougmoré, Partey (bib0091) 2022
Ayamga, Lawani, Akaba, Birindwa (bib0011) 2023
Bramer, Rethlefsen, Kleijnen, Franco (bib0020) 2017; 6
Nwuneli (bib0061) 2021
Odhiambo, Kaprom, Chepkangor (bib0065) 2022
Misaki, Apiola, Gaiani, Tedre (bib0051) 2018; 84
Oruma, Misra, Fernandez-Sanz (bib0069) 2021; 9
Lihoussou, Limbourg (bib0046) 2022; 4
Suresh, Dash, Padhy, Dash, Das, Nageswara Rao Achary (bib0083) 2023
Biró, Szalmáné Csete, Németh (bib0019) 2021; 13
Mupaikwa (bib0055) 2022
Ortiz-Crespo, Steinke, Quirós, van de Gevel, Daudi, Gaspar Mgimiloko, van Etten (bib0068) 2021; 19
Narh, Lambini, Sabbi, Pham, Nguyen (bib0059) 2016; 5
Lionboui, Boudhar, Lebrini, Htitiou, Elame, Hadria, Benabdelouahab (bib0045) 2022
Paget, Nacambo, Fournier, Moumouni-Moussa (bib0072) 2022; 31
Atuahene-Gima, Amuzu (bib0010) 2019; 9
Mendes, Carvalho, Mourarias, Careta, Zuin, Gerolamo (bib0050) 2022; 34
Gills, Sharma (bib0030) 2021
Alobid, Abujudeh, Szűcs (bib0007) 2022
Zhang, Zhou, Xing, Sheng, Wang (bib0089) 2020
Osumba, Recha, Oroma (bib0071) 2021
Kabbiri, Dora, Kumar, Elepu, Gellynck (bib0035) 2018; 131
Ghosh, Hemadri (bib0028) 2021
Magarey (bib0057) 2001; 7
Aleksandrov, Daroshka, Trushkin, Chekhovskikh, Ol (bib0005) 2023; 371
Akinwale, Grobler (bib0006) 2023; 23
Krutilin, Bazieva, Dugina, Giyazov (bib0040) 2022
Bannor, Amponsah (bib0014) 2024; 3
Mwale, Muzekenyi, Tjale, Kabiti, Zuwarimwe, Mudimeli (bib0058) 2022; 2
Giles, Stead (bib0029) 2022; 46
Shadchenko, Syrnikova, Mizyakina, Myagkova, Podsevatkina (bib0078) 2022; 245
Tembo, Maumbe (bib0084) 2009
Weldearegay, Tefera, Feleke (bib0087) 2021; 36
Ashiagbor, Ablateye, Essel-Mensah (bib0012) 2023; 9
Kudama, Dangia, Wana, Tadese (bib0041) 2021; 5
Ismail (bib0033) 2023; 9
Mrode, Dzivenu, Marshall, Chagunda, Muasa, Ojango, Okey (bib0052) 2020; 10
Oparebea Boateng, Kwasi Bannor, Bold, Helena (bib0067) 2023; 9
Izuogu, Olaolu, Azuamairo, Njoku, Kadurumba, Agou (bib0034) 2022; 27
Mühl, de Oliveira (bib0054) 2022; 8
Mapanje, Karuaihe, Machethe, Amis (bib0047) 2023
Birner, Daum, Pray (bib0018) 2021; 43
Li, Ntiamoah, Nyamah, Twumasi (bib0042) 2022
Chen, Ou (bib0022) 2021
Moher, Liberati, Tetzlaff, Altman, Group (bib0056) 2009; 151
Hartmann, Nduru, Dannenberg (bib0032) 2021; 25
Afolami, Obayelu (bib0003) 2021; 86
Kirina, Groot, Shilomboleni, Ludwig, Demissie (bib0038) 2022
Sidibé, Olabisi, Doumbia, Touré, Niamba (bib0079) 2021
Abdelnabby, Awny, Ezzat (bib0002) 2020
Onu, Mbohwa (bib0066) 2021
Popescu, Popescu, Khondker, Clay, Pampana, Umehara (bib0073) 2022; 114
Bannor, Arthur, Oppong, Oppong-Kyeremeh (bib0017) 2023
Rafi, Das, Ahmed, Hossain, Reza (bib0075) 2017; 2016
Smidt, Jokonya (bib0081) 2022; 28
McCampbell, Schumann, Klerkx (bib0048) 2022; 62
Charvát, Obot, Kalyesubula, Zampati, Löytty, Kubíčková, Uhlíř, Zadražil (bib0021) 2021; 13
Justesen, Freyberg, Schultz (bib0036) 2021; 21
McCarthy, Nyoni, Kachamba, Banda, Moyo, Chisambi, Banfill, Hoshino (bib0049) 2023
Silva, Baierle, Correa, Sellitto, Peres, Kipper (bib0080) 2023
Vlachopoulou, Ziakis, Vergidis, Madas (bib0086) 2021
Rizov (bib0076) 2020; 35
Van Eck, Waltman (bib0085) 2010; 84
Wright, Brand, Dunn, Spindler (bib0088) 2007; 455
Arunmetha, Praghash, Reddy, Nirmala (bib0009) 2022
Donthu, Kumar, Mukherjee, Pandey, Lim (bib0025) 2021; 133
Hansen, Born, Dossou-Yovo, Mwongera, Dalaa, Tahidu, Whitbread, Solomon, Zougmore, Zebiak, Dinku, Grossi (bib0031) 2022; 4
Bannor, Ibrahim, Amrago (bib0015) 2021; 12
Deturche (bib0024) 2019; 16
Li, Ntiamoah, Ankrah, Nyamah (bib0043) 2022; 18
Daum, Villalba, Anidi, Mayienga, Gupta, Birner (bib0023) 2021; 144
Mugabi, State, Omona, Jansson (bib0053) 2018; 217
Romani, Evangelista, Vacari, Apolinário, Vaz, Speranza, Barbosa, Drucker, Massruhá (bib0077) 2023; 5
Andeme Bikoro (bib0008) 2022; 55
Odhiambo, Kaprom, Chepkangor (bib0064) 2020
Ahmad, Dar (bib0004) 2020
Abban, Abebe (bib0001) 2022; 13
Donthu (10.1016/j.atech.2024.100407_bib0025) 2021; 133
Mwale (10.1016/j.atech.2024.100407_bib0058) 2022; 2
Kudama (10.1016/j.atech.2024.100407_bib0041) 2021; 5
McCarthy (10.1016/j.atech.2024.100407_bib0049) 2023
Suresh (10.1016/j.atech.2024.100407_bib0083) 2023
Abdelnabby (10.1016/j.atech.2024.100407_bib0002) 2020
Odhiambo (10.1016/j.atech.2024.100407_bib0064) 2020
Ashiagbor (10.1016/j.atech.2024.100407_bib0012) 2023; 9
Ismail (10.1016/j.atech.2024.100407_bib0033) 2023; 9
Paget (10.1016/j.atech.2024.100407_bib0072) 2022; 31
Oberholster (10.1016/j.atech.2024.100407_bib0062) 2018; 47
Mugabi (10.1016/j.atech.2024.100407_bib0053) 2018; 217
Moher (10.1016/j.atech.2024.100407_bib0056) 2009; 151
Smidt (10.1016/j.atech.2024.100407_bib0082) 2022; 16
Zougmoré (10.1016/j.atech.2024.100407_bib0091) 2022
Daum (10.1016/j.atech.2024.100407_bib0023) 2021; 144
Gills (10.1016/j.atech.2024.100407_bib0030) 2021
Zhang (10.1016/j.atech.2024.100407_bib0089) 2020
Justesen (10.1016/j.atech.2024.100407_bib0036) 2021; 21
Giles (10.1016/j.atech.2024.100407_bib0029) 2022; 46
Alobid (10.1016/j.atech.2024.100407_bib0007) 2022
Chen (10.1016/j.atech.2024.100407_bib0022) 2021
Li (10.1016/j.atech.2024.100407_bib0042) 2022
Popescu (10.1016/j.atech.2024.100407_bib0073) 2022; 114
Krutilin (10.1016/j.atech.2024.100407_bib0040) 2022
Hansen (10.1016/j.atech.2024.100407_bib0031) 2022; 4
Onu (10.1016/j.atech.2024.100407_bib0066) 2021
Afolami (10.1016/j.atech.2024.100407_bib0003) 2021; 86
Frandsen (10.1016/j.atech.2024.100407_bib0027) 2019; 112
Bramer (10.1016/j.atech.2024.100407_bib0020) 2017; 6
Arunmetha (10.1016/j.atech.2024.100407_bib0009) 2022
Zhu (10.1016/j.atech.2024.100407_bib0090) 2023
Nwuneli (10.1016/j.atech.2024.100407_bib0061) 2021
Birner (10.1016/j.atech.2024.100407_bib0018) 2021; 43
Kabbiri (10.1016/j.atech.2024.100407_bib0035) 2018; 131
Abban (10.1016/j.atech.2024.100407_bib0001) 2022; 13
Osabohien (10.1016/j.atech.2024.100407_bib0070) 2023
Mrode (10.1016/j.atech.2024.100407_bib0052) 2020; 10
Nitturkar (10.1016/j.atech.2024.100407_bib0060) 2021; 35
Akinwale (10.1016/j.atech.2024.100407_bib0006) 2023; 23
Romani (10.1016/j.atech.2024.100407_bib0077) 2023; 5
Wright (10.1016/j.atech.2024.100407_bib0088) 2007; 455
Bannor (10.1016/j.atech.2024.100407_bib0017) 2023
Vlachopoulou (10.1016/j.atech.2024.100407_bib0086) 2021
Deturche (10.1016/j.atech.2024.100407_bib0024) 2019; 16
Rizov (10.1016/j.atech.2024.100407_bib0076) 2020; 35
Ortiz-Crespo (10.1016/j.atech.2024.100407_bib0068) 2021; 19
Ghosh (10.1016/j.atech.2024.100407_bib0028) 2021
Kirina (10.1016/j.atech.2024.100407_bib0038) 2022
Magarey (10.1016/j.atech.2024.100407_bib0057) 2001; 7
Oruma (10.1016/j.atech.2024.100407_bib0069) 2021; 9
Tembo (10.1016/j.atech.2024.100407_bib0084) 2009
Shadchenko (10.1016/j.atech.2024.100407_bib0078) 2022; 245
Ayamga (10.1016/j.atech.2024.100407_bib0011) 2023
Smidt (10.1016/j.atech.2024.100407_bib0081) 2022; 28
Odhiambo (10.1016/j.atech.2024.100407_bib0065) 2022
Biró (10.1016/j.atech.2024.100407_bib0019) 2021; 13
Izuogu (10.1016/j.atech.2024.100407_bib0034) 2022; 27
Lionboui (10.1016/j.atech.2024.100407_bib0045) 2022
Baierle (10.1016/j.atech.2024.100407_bib0013) 2022
Bannor (10.1016/j.atech.2024.100407_bib0015) 2021; 12
Silva (10.1016/j.atech.2024.100407_bib0080) 2023
Narh (10.1016/j.atech.2024.100407_bib0059) 2016; 5
Obonyo (10.1016/j.atech.2024.100407_bib0063) 2023
Oparebea Boateng (10.1016/j.atech.2024.100407_bib0067) 2023; 9
Mapanje (10.1016/j.atech.2024.100407_bib0047) 2023
McCampbell (10.1016/j.atech.2024.100407_bib0048) 2022; 62
Andeme Bikoro (10.1016/j.atech.2024.100407_bib0008) 2022; 55
Mühl (10.1016/j.atech.2024.100407_bib0054) 2022; 8
Osumba (10.1016/j.atech.2024.100407_bib0071) 2021
Van Eck (10.1016/j.atech.2024.100407_bib0085) 2010; 84
Foster (10.1016/j.atech.2024.100407_bib0026) 2023; 3
Aleksandrov (10.1016/j.atech.2024.100407_bib0005) 2023; 371
Bannor (10.1016/j.atech.2024.100407_bib0014) 2024; 3
Lihoussou (10.1016/j.atech.2024.100407_bib0046) 2022; 4
Misaki (10.1016/j.atech.2024.100407_bib0051) 2018; 84
Li (10.1016/j.atech.2024.100407_bib0043) 2022; 18
Mupaikwa (10.1016/j.atech.2024.100407_bib0055) 2022
Sidibé (10.1016/j.atech.2024.100407_bib0079) 2021
Atuahene-Gima (10.1016/j.atech.2024.100407_bib0010) 2019; 9
Pudeyan (10.1016/j.atech.2024.100407_bib0074) 2023; 371
Rafi (10.1016/j.atech.2024.100407_bib0075) 2017; 2016
Mendes (10.1016/j.atech.2024.100407_bib0050) 2022; 34
Charvát (10.1016/j.atech.2024.100407_bib0021) 2021; 13
Ahmad (10.1016/j.atech.2024.100407_bib0004) 2020
Weldearegay (10.1016/j.atech.2024.100407_bib0087) 2021; 36
Hartmann (10.1016/j.atech.2024.100407_bib0032) 2021; 25
Kienzle (10.1016/j.atech.2024.100407_bib0037) 2022
References_xml – start-page: 34
  year: 2021
  end-page: 54
  ident: bib0022
  article-title: Digital transformation and structural change in Taiwan's national innovation system
  publication-title: Industrial Development of Taiwan: Past Achievement and Future Challenges Beyond 2020
– start-page: 9
  year: 2021
  ident: bib0079
  article-title: Barriers and enablers of the use of digital technologies for sustainable agricultural development and food security: Learning from cases in Mali
  publication-title: Elementa
– volume: 144
  year: 2021
  ident: bib0023
  article-title: Uber for tractors? Opportunities and challenges of digital tools for tractor hire in India and Nigeria
  publication-title: World Dev.
– start-page: 14
  year: 2022
  ident: bib0007
  article-title: The Role of Blockchain in Revolutionising the Agricultural Sector
  publication-title: Sustainability (Switzerland)
– volume: 31
  year: 2022
  ident: bib0072
  article-title: Tracking digital innovations for agroecology in Benin
  publication-title: Cahiers Agricultures
– volume: 217
  start-page: 963
  year: 2018
  end-page: 974
  ident: bib0053
  article-title: Revolutionalising agriculture extension delivery through mobile telephony: The experience of village enterprise agent model in Greater Masaka area, Uganda
  publication-title: WIT Transactions on Ecology and the Environment
– start-page: 1117
  year: 2020
  end-page: 1129
  ident: bib0002
  article-title: The use of information and communication technologies in the agribusiness sector in Egypt
  publication-title: 29th International Conference of the International Association for Management of Technology: Towards the Digital World and Industry X.0, IAMOT 2020
– volume: 16
  year: 2019
  ident: bib0024
  article-title: It's no longer the same job”: Robotisation among breeders and dairy cows
  publication-title: Vibrant Virtual Brazilian Anthropology
– start-page: 14
  year: 2022
  ident: bib0091
  article-title: Gender Perspectives of ICT Utilization in Agriculture and Climate Response in West Africa: A Review
  publication-title: Sustainability (Switzerland)
– volume: 10
  start-page: 6
  year: 2020
  end-page: 11
  ident: bib0052
  article-title: Phenomics and its potential impact on livestock development in low-income countries: Innovative applications of emerging related digital technology
  publication-title: Animal Frontiers
– volume: 371
  year: 2023
  ident: bib0074
  article-title: Innovation as a strategic direction for increasing the economic efficiency of the agro-industrial complex
  publication-title: 2022 International Scientific Conference on Fundamental and Applied Scientific Research in the Development of Agriculture in the Far East, AFE 2022
– volume: 62
  start-page: 279
  year: 2022
  end-page: 304
  ident: bib0048
  article-title: Good intentions in complex realities: Challenges for designing responsibly in digital agriculture in low-income countries
  publication-title: Sociol. Ruralis.
– volume: 131
  start-page: 253
  year: 2018
  end-page: 261
  ident: bib0035
  article-title: Mobile phone adoption in agri-food sector: Are farmers in Sub-Saharan Africa connected?
  publication-title: Technol. Forecast. Soc. Change
– start-page: 321
  year: 2022
  end-page: 338
  ident: bib0045
  article-title: Digitalisation and agricultural development: Evidence from Morocco
  publication-title: Food Security and Climate-Smart Food Systems: Building Resilience For the Global South
– year: 2022
  ident: bib0009
  article-title: Arming Farmers with Smart Farming: The Future of Agriculture
  publication-title: 19th IEEE India Council International Conference
– start-page: 19
  year: 2009
  end-page: 42
  ident: bib0084
  article-title: E-agriculture development in South Africa: Opportunities, challenges and prospects
  publication-title: E-Agriculture and E-Government For Global Policy Development: Implications and Future Directions
– year: 2021
  ident: bib0066
  article-title: Agricultural Waste Diversity and Sustainability Issues: Sub-Saharan Africa as a Case Study
  publication-title: Agricultural Waste Diversity and Sustainability Issues: Sub-Saharan Africa As a Case Study
– volume: 84
  year: 2018
  ident: bib0051
  article-title: Challenges facing sub-Saharan small-scale farmers in accessing farming information through mobile phones: A systematic literature review
  publication-title: Electron. J. Inf. Syst. Dev. Count.
– start-page: 35
  year: 2021
  end-page: 72
  ident: bib0030
  article-title: From an Empty-Plate Lunch to Silk-Stocking Dinner: Some Futuristic Approaches in Agriculture
  publication-title: Climate Change and Resilient Food Systems: Issues, Challenges, and Way Forwards
– start-page: 13
  year: 2021
  ident: bib0071
  article-title: Transforming agricultural extension service delivery through innovative bottom-up climate-resilient agribusiness farmer field schools
  publication-title: Sustainability (Switzerland)
– volume: 8
  year: 2022
  ident: bib0054
  article-title: A bibliometric and thematic approach to agriculture 4.0
  publication-title: Heliyon
– start-page: 109
  year: 2020
  end-page: 135
  ident: bib0004
  article-title: Precision Farming for Resource Use Efficiency
  publication-title: Precision Farming for Resource Use Efficiency
– volume: 36
  start-page: 365
  year: 2021
  end-page: 378
  ident: bib0087
  article-title: Urban Expansion and Its Effect on Agricultural Technology Adoption of Smallholder Peri-Urban Farmers in Tigray Region, Ethiopia
  publication-title: Caraka Tani J. Sustain. Agricult.
– volume: 9
  year: 2023
  ident: bib0033
  article-title: Seeing through digitalisation! The influence of entrepreneurial networks on market participation among smallholder farmers in Tanzania. The mediating role of digital technology
  publication-title: Cogent Food and Agriculture
– volume: 28
  start-page: 558
  year: 2022
  end-page: 584
  ident: bib0081
  article-title: Factors affecting digital technology adoption by small-scale farmers in agriculture value chains (AVCs) in South Africa
  publication-title: Inf. Technol. Dev.
– volume: 25
  start-page: 167
  year: 2021
  end-page: 189
  ident: bib0032
  article-title: Digital connectivity at the upstream end of value chains: A dynamic perspective on smartphone adoption amongst horticultural smallholders in Kenya
  publication-title: Competition and Change
– volume: 133
  start-page: 285
  year: 2021
  end-page: 296
  ident: bib0025
  article-title: How to conduct a bibliometric analysis: An overview and guidelines
  publication-title: J. Bus. Res.
– start-page: 64
  year: 2020
  end-page: 82
  ident: bib0064
  article-title: Adoption of digital solutions for agriculture in Africa
  publication-title: Digital Solutions and the Case for Africa's Sustainable Development
– volume: 46
  start-page: 37
  year: 2022
  end-page: 53
  ident: bib0029
  article-title: Big Data won't feed the world: global agribusiness, digital imperialism, and the contested promises of a new Green Revolution
  publication-title: Dialect. Anthropol.
– volume: 245
  start-page: 9
  year: 2022
  end-page: 17
  ident: bib0078
  article-title: Directions of Cooperation Relations Development in Russia in Conditions of Digitalization of the Agricultural Sector
  publication-title: Lecture Notes in Networks and Systems
– start-page: 13
  year: 2021
  ident: bib0086
  article-title: Analysing agrifood-tech e-business models
  publication-title: Sustainability (Switzerland)
– year: 2023
  ident: bib0063
  article-title: Information sharing in African perishable agri-food supply chains: a systematic literature review and research agenda
  publication-title: J. Agribus. Dev. Emerg. Econ.
– volume: 43
  start-page: 1260
  year: 2021
  end-page: 1285
  ident: bib0018
  article-title: Who drives the digital revolution in agriculture? A review of supply-side trends, players and challenges
  publication-title: Appl. Econ. Perspect. Policy
– volume: 5
  start-page: 8
  year: 2016
  ident: bib0059
  article-title: Land sector reforms in Ghana, Kenya and Vietnam: A comparative analysis of their effectiveness
  publication-title: Land (Basel)
– start-page: 666
  year: 2022
  end-page: 680
  ident: bib0065
  article-title: Adoption of Digital Solutions for Agriculture in Africa
  publication-title: Research Anthology on Strategies for Achieving Agricultural Sustainability
– volume: 12
  year: 2021
  ident: bib0015
  article-title: Examining the influence of commercialisation and postharvest losses on the choice of marketing outlet among poultry farmers
  publication-title: Sci. Afr.
– year: 2021
  ident: bib0061
  article-title: Food entrepreneurs in Africa: Scaling resilient agriculture businesses
  publication-title: Food Entrepreneurs in Africa: Scaling Resilient Agriculture Businesses
– volume: 455
  start-page: 23
  year: 2007
  end-page: 29
  ident: bib0088
  article-title: How to write a systematic review
  publication-title: Clin. Orthop. Relat. Res.
– start-page: 139
  year: 2023
  end-page: 162
  ident: bib0090
  article-title: Drivers of innovation and Development of top-performing agribusinesses in China
  publication-title: Revista de economía mundial
– volume: 114
  start-page: 1895
  year: 2022
  end-page: 1901
  ident: bib0073
  article-title: Agricultural sciences and the environment: Reviewing recent technologies and innovations to combat the challenges of climate change, environmental protection, and food security
  publication-title: Agron. J.
– volume: 16
  year: 2022
  ident: bib0082
  article-title: Towards a framework to implement a digital agriculture value chain in South Africa for small-scale farmers
  publication-title: J. Transp. Supply Chain Manage.
– volume: 5
  start-page: 292
  year: 2021
  end-page: 300
  ident: bib0041
  article-title: Will digital solutions transform Sub-Saharan African agriculture?
  publication-title: Artificial Intelligence in Agriculture
– year: 2023
  ident: bib0070
  article-title: ICT adoption and youth employment in Nigeria's agricultural sector
  publication-title: Afr. J. Econ. Manage. Stud.
– volume: 4
  year: 2022
  ident: bib0031
  article-title: Country-specific challenges to improving effectiveness, scalability and sustainability of agricultural climate services in Africa
  publication-title: Front. Clim.
– volume: 9
  year: 2023
  ident: bib0012
  article-title: Agriculture growth in Ghana: A time-series analysis with autoregressive distributed lag approach
  publication-title: Cogent. Food Agric.
– volume: 371
  year: 2023
  ident: bib0005
  article-title: Problems and prospects for sustainable development of the Russian agro-industrial sector under international sanctions and green agenda
  publication-title: E3S Web of Conferences
– volume: 34
  start-page: 613
  year: 2022
  end-page: 637
  ident: bib0050
  article-title: Dimensions of digital transformation in the context of modern agriculture
  publication-title: Sustain. Prod. Consum.
– start-page: 14
  year: 2022
  ident: bib0013
  article-title: Competitiveness of Food Industry in the Era of Digital Transformation towards Agriculture 4.0
  publication-title: Sustainability (Switzerland)
– start-page: 247
  year: 2020
  end-page: 250
  ident: bib0089
  article-title: Target Recognition and Location Based on Deep Learning
  publication-title: 4th IEEE Information Technology, Networking, Electronic and Automation Control Conference, ITNEC 2020
– volume: 6
  start-page: 1
  year: 2017
  end-page: 12
  ident: bib0020
  article-title: Optimal database combinations for literature searches in systematic reviews: a prospective exploratory study
  publication-title: Syst. Rev.
– start-page: 13
  year: 2023
  ident: bib0049
  article-title: Can Drones Help Smallholder Farmers Improve Agriculture Efficiencies and Reduce Food Insecurity in Sub-Saharan Africa? Local Perceptions from Malawi
  publication-title: Agriculture (Switzerland)
– year: 2021
  ident: bib0028
  article-title: Design and Simulation of a Two-Fingered Soft Robotics Gripper using VoxCAD
  publication-title: 12th International Conference on Computing Communication and Networking Technologies, ICT 2021
– volume: 13
  start-page: 470
  year: 2022
  end-page: 474
  ident: bib0001
  article-title: Exploring digitalisation and sustainable practices in African agribusinesses and food supply chains: A literature review
  publication-title: Int. J. Food Syst. Dyn.
– volume: 3
  year: 2023
  ident: bib0026
  article-title: Smart farming and artificial intelligence in East Africa: Addressing indigeneity, plants, and gender
  publication-title: Smart Agricultural Technology
– start-page: 15
  year: 2023
  ident: bib0047
  article-title: Financing Sustainable Agriculture in Sub-Saharan Africa: A Review of the Role of Financial Technologies
  publication-title: Sustainability (Switzerland)
– volume: 5
  year: 2023
  ident: bib0077
  article-title: AgroAPI platform: An initiative to support digital solutions for agribusiness ecosystems
  publication-title: Smart Agricultural Technology
– start-page: 12
  year: 2023
  ident: bib0011
  article-title: Developing Institutions and Inter-Organizational Synergies through Digitalization and Youth Engagement in African Agriculture: The Case of “Africa Goes Digital
  publication-title: Land (Basel)
– volume: 13
  start-page: 33
  year: 2021
  end-page: 48
  ident: bib0021
  article-title: INSPIRE Hackathons and SmartAfriHub - Roadmap for Addressing the Agriculture Data Challenges in Africa
  publication-title: Agris On-Line Papers in Economics and Informatics
– volume: 19
  start-page: 566
  year: 2021
  end-page: 582
  ident: bib0068
  article-title: User-centred design of a digital advisory service: enhancing public agricultural extension for sustainable intensification in Tanzania
  publication-title: Int. J. Agric. Sustain.
– volume: 35
  start-page: 717
  year: 2020
  end-page: 722
  ident: bib0076
  article-title: A vision of the farming sector's future: What is in there for farmers in the time of the Second Machine Age?
  publication-title: Local. Econ.
– start-page: 35
  year: 2022
  end-page: 42
  ident: bib0040
  article-title: Sustainable Agriculture for Food Security: Conceptual Framework and Benefits of Digitalization
  publication-title: Environmental Footprints and Eco-Design of Products and Processes
– volume: 13
  start-page: 10269
  year: 2021
  ident: bib0019
  article-title: Climate-Smart Agriculture: Sleeping Beauty of the Hungarian Agribusiness
  publication-title: Sustainability
– volume: 112
  start-page: 59
  year: 2019
  end-page: 66
  ident: bib0027
  article-title: PubMed coverage varied across specialties and over time: a large-scale study of included studies in Cochrane reviews
  publication-title: J. Clin. Epidemiol.
– volume: 84
  start-page: 523
  year: 2010
  end-page: 538
  ident: bib0085
  article-title: Software survey: VOSviewer, a computer program for bibliometric mapping
  publication-title: Scientometrics
– volume: 27
  start-page: 47
  year: 2022
  end-page: 64
  ident: bib0034
  article-title: A Review of the Digitalization of Agriculture in Nigeria
  publication-title: J. Agricult. Ext.
– volume: 21
  start-page: 1
  year: 2021
  end-page: 12
  ident: bib0036
  article-title: Database selection and data gathering methods in systematic reviews of qualitative research regarding diabetes mellitus-an explorative study
  publication-title: BMC Med. Res. Methodol.
– volume: 23
  start-page: 23220
  year: 2023
  end-page: 23237
  ident: bib0006
  article-title: Research and technology innovation, food security and economic growth in Nigeria: Implications for agripreneurs and policymakers
  publication-title: Afr. J. Food Agricult. Nutr. Dev.
– volume: 2
  start-page: 307
  year: 2022
  end-page: 328
  ident: bib0058
  article-title: Harnessing the Opportunities for Sustainable Small-Scale Rural Farming Towards Attaining Food Security in Southern Africa
  publication-title: Food Security and Safety Volume 2: African Perspectives
– volume: 9
  year: 2023
  ident: bib0067
  article-title: A systematic review of the supply of agriproducts to supermarkets in emerging markets of Africa and Asia
  publication-title: Cogent. Food Agric.
– start-page: 12
  year: 2022
  ident: bib0038
  article-title: Scaling Climate Smart Agriculture in East Africa: Experiences and Lessons
  publication-title: Agronomy
– volume: 9
  start-page: 83592
  year: 2021
  end-page: 83627
  ident: bib0069
  article-title: Agriculture 4.0: An Implementation Framework for Food Security Attainment in Nigeria's Post-Covid-19 Era
  publication-title: IEEE Access.
– volume: 35
  start-page: 890
  year: 2021
  end-page: 914
  ident: bib0060
  article-title: A practical tool to enhance the chances of success of digital agriculture interventions for sustainable development in Africa and India
  publication-title: J. Crop. Improv.
– volume: 55
  start-page: 299
  year: 2022
  end-page: 304
  ident: bib0008
  article-title: Towards a Blockchain-Based Smart Farm Agricultural Revolution in Sub-Saharan Africa
  publication-title: 10th IFAC Conference on Manufacturing Modelling, Management and Control, MIM 2022
– start-page: 55
  year: 2023
  end-page: 64
  ident: bib0083
  article-title: Advance in Robotics Industry 4.0
  publication-title: Intelligent Analytics for Industry 4.0 Applications
– volume: 18
  start-page: 397
  year: 2022
  end-page: 423
  ident: bib0043
  article-title: Linking market innovation practices to small agricultural business performance: Does developing new marketing approaches, methods, and tools matter?
  publication-title: Custos e Agronegocio
– volume: 86
  start-page: 83
  year: 2021
  end-page: 91
  ident: bib0003
  article-title: Mitigating the recessional impact of COVID-19 on the Nigerian economy through agricultural enterprises promotion
  publication-title: Agriculturae Conspectus Scientificus
– volume: 3
  year: 2024
  ident: bib0014
  article-title: The emergence of food delivery in Africa: A systematic review
  publication-title: Sustainable Technology and Entrepreneurship
– volume: 2016
  start-page: 480
  year: 2017
  end-page: 483
  ident: bib0075
  article-title: Design & implementation of a line-following robot for irrigation-based application
  publication-title: 19th International Conference on Computer and Information Technology
– start-page: 2022
  year: 2022
  ident: bib0042
  article-title: Factors influencing technological innovation among agribusiness firms: A survey of small agricultural businesses in Ghana
  publication-title: New Medit.
– volume: 47
  start-page: 244
  year: 2018
  end-page: 256
  ident: bib0062
  article-title: Game-changing trends and forces for agricultural financing in sub-Saharan Africa toward 2055: Verification and prioritisation through the real-time Delphi method
  publication-title: Outlook. Agric.
– volume: 7
  start-page: 376
  year: 2001
  end-page: 382
  ident: bib0057
  article-title: Elements of a systematic review
  publication-title: Int. J. Nurs. Pract.
– year: 2023
  ident: bib0017
  article-title: A comprehensive systematic review and bibliometric analysis of food fraud from a global perspective
  publication-title: J. Agric. Food Res.
– volume: 151
  start-page: 264
  year: 2009
  end-page: 269
  ident: bib0056
  article-title: Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement
  publication-title: Ann. Intern. Med.
– volume: 4
  year: 2022
  ident: bib0046
  article-title: Towards a sustainable production of maise and soybean in the department of Borgou
  publication-title: Cleaner Logistics and Supply Chain
– start-page: 100
  year: 2022
  end-page: 124
  ident: bib0055
  article-title: The application of big data and cloud computing among smallholder farmers in Sub-Saharan Africa
  publication-title: Handbook of Research on Technological Advances of Library and Information Science in Industry 5.0
– start-page: 15
  year: 2023
  ident: bib0080
  article-title: Open Innovation in Agribusiness: Barriers and Challenges in the Transition to Agriculture 4.0
  publication-title: Sustainability (Switzerland)
– start-page: 382
  year: 2022
  end-page: 401
  ident: bib0037
  article-title: Sustainable Agricultural Mechanisation and Commercialisation for Widespread Adoption of Conservation Agriculture Systems in Africa
  publication-title: Conservation Agriculture in Africa: Climate Smart Agricultural Development
– volume: 9
  start-page: 1
  year: 2019
  end-page: 22
  ident: bib0010
  article-title: Farmcrowdy: Digital business model innovation for farming in Nigeria
  publication-title: Emerald Emerging Markets Case Studies
– volume: 9
  issue: 1
  year: 2023
  ident: 10.1016/j.atech.2024.100407_bib0067
  article-title: A systematic review of the supply of agriproducts to supermarkets in emerging markets of Africa and Asia
  publication-title: Cogent. Food Agric.
– volume: 3
  issue: 2
  year: 2024
  ident: 10.1016/j.atech.2024.100407_bib0014
  article-title: The emergence of food delivery in Africa: A systematic review
  publication-title: Sustainable Technology and Entrepreneurship
  doi: 10.1016/j.stae.2023.100062
– volume: 5
  year: 2023
  ident: 10.1016/j.atech.2024.100407_bib0077
  article-title: AgroAPI platform: An initiative to support digital solutions for agribusiness ecosystems
  publication-title: Smart Agricultural Technology
  doi: 10.1016/j.atech.2023.100247
– start-page: 14
  issue: 18
  year: 2022
  ident: 10.1016/j.atech.2024.100407_bib0013
  article-title: Competitiveness of Food Industry in the Era of Digital Transformation towards Agriculture 4.0
  publication-title: Sustainability (Switzerland)
– year: 2021
  ident: 10.1016/j.atech.2024.100407_bib0028
  article-title: Design and Simulation of a Two-Fingered Soft Robotics Gripper using VoxCAD
– volume: 86
  start-page: 83
  issue: 1
  year: 2021
  ident: 10.1016/j.atech.2024.100407_bib0003
  article-title: Mitigating the recessional impact of COVID-19 on the Nigerian economy through agricultural enterprises promotion
  publication-title: Agriculturae Conspectus Scientificus
– start-page: 139
  issue: 63
  year: 2023
  ident: 10.1016/j.atech.2024.100407_bib0090
  article-title: Drivers of innovation and Development of top-performing agribusinesses in China
  publication-title: Revista de economía mundial
  doi: 10.33776/rem.vi63.7400
– volume: 47
  start-page: 244
  issue: 3
  year: 2018
  ident: 10.1016/j.atech.2024.100407_bib0062
  article-title: Game-changing trends and forces for agricultural financing in sub-Saharan Africa toward 2055: Verification and prioritisation through the real-time Delphi method
  publication-title: Outlook. Agric.
  doi: 10.1177/0030727018773101
– start-page: 35
  year: 2021
  ident: 10.1016/j.atech.2024.100407_bib0030
  article-title: From an Empty-Plate Lunch to Silk-Stocking Dinner: Some Futuristic Approaches in Agriculture
– start-page: 55
  year: 2023
  ident: 10.1016/j.atech.2024.100407_bib0083
  article-title: Advance in Robotics Industry 4.0
– volume: 9
  start-page: 83592
  year: 2021
  ident: 10.1016/j.atech.2024.100407_bib0069
  article-title: Agriculture 4.0: An Implementation Framework for Food Security Attainment in Nigeria's Post-Covid-19 Era
  publication-title: IEEE Access.
  doi: 10.1109/ACCESS.2021.3086453
– volume: 23
  start-page: 23220
  issue: 4
  year: 2023
  ident: 10.1016/j.atech.2024.100407_bib0006
  article-title: Research and technology innovation, food security and economic growth in Nigeria: Implications for agripreneurs and policymakers
  publication-title: Afr. J. Food Agricult. Nutr. Dev.
  doi: 10.18697/ajfand.119.21255
– start-page: 1117
  year: 2020
  ident: 10.1016/j.atech.2024.100407_bib0002
  article-title: The use of information and communication technologies in the agribusiness sector in Egypt
– start-page: 2022
  issue: 4
  year: 2022
  ident: 10.1016/j.atech.2024.100407_bib0042
  article-title: Factors influencing technological innovation among agribusiness firms: A survey of small agricultural businesses in Ghana
  publication-title: New Medit.
– volume: 4
  year: 2022
  ident: 10.1016/j.atech.2024.100407_bib0031
  article-title: Country-specific challenges to improving effectiveness, scalability and sustainability of agricultural climate services in Africa
  publication-title: Front. Clim.
  doi: 10.3389/fclim.2022.928512
– volume: 84
  start-page: 523
  issue: 2
  year: 2010
  ident: 10.1016/j.atech.2024.100407_bib0085
  article-title: Software survey: VOSviewer, a computer program for bibliometric mapping
  publication-title: Scientometrics
  doi: 10.1007/s11192-009-0146-3
– volume: 36
  start-page: 365
  issue: 2
  year: 2021
  ident: 10.1016/j.atech.2024.100407_bib0087
  article-title: Urban Expansion and Its Effect on Agricultural Technology Adoption of Smallholder Peri-Urban Farmers in Tigray Region, Ethiopia
  publication-title: Caraka Tani J. Sustain. Agricult.
  doi: 10.20961/carakatani.v36i2.53505
– volume: 5
  start-page: 8
  issue: 2
  year: 2016
  ident: 10.1016/j.atech.2024.100407_bib0059
  article-title: Land sector reforms in Ghana, Kenya and Vietnam: A comparative analysis of their effectiveness
  publication-title: Land (Basel)
– year: 2023
  ident: 10.1016/j.atech.2024.100407_bib0063
  article-title: Information sharing in African perishable agri-food supply chains: a systematic literature review and research agenda
  publication-title: J. Agribus. Dev. Emerg. Econ.
  doi: 10.1108/JADEE-12-2022-0268
– start-page: 382
  year: 2022
  ident: 10.1016/j.atech.2024.100407_bib0037
  article-title: Sustainable Agricultural Mechanisation and Commercialisation for Widespread Adoption of Conservation Agriculture Systems in Africa
– volume: 28
  start-page: 558
  issue: 3
  year: 2022
  ident: 10.1016/j.atech.2024.100407_bib0081
  article-title: Factors affecting digital technology adoption by small-scale farmers in agriculture value chains (AVCs) in South Africa
  publication-title: Inf. Technol. Dev.
  doi: 10.1080/02681102.2021.1975256
– volume: 84
  issue: 4
  year: 2018
  ident: 10.1016/j.atech.2024.100407_bib0051
  article-title: Challenges facing sub-Saharan small-scale farmers in accessing farming information through mobile phones: A systematic literature review
  publication-title: Electron. J. Inf. Syst. Dev. Count.
– start-page: 13
  issue: 5
  year: 2023
  ident: 10.1016/j.atech.2024.100407_bib0049
  article-title: Can Drones Help Smallholder Farmers Improve Agriculture Efficiencies and Reduce Food Insecurity in Sub-Saharan Africa? Local Perceptions from Malawi
  publication-title: Agriculture (Switzerland)
– volume: 114
  start-page: 1895
  issue: 4
  year: 2022
  ident: 10.1016/j.atech.2024.100407_bib0073
  article-title: Agricultural sciences and the environment: Reviewing recent technologies and innovations to combat the challenges of climate change, environmental protection, and food security
  publication-title: Agron. J.
  doi: 10.1002/agj2.21164
– start-page: 19
  year: 2009
  ident: 10.1016/j.atech.2024.100407_bib0084
  article-title: E-agriculture development in South Africa: Opportunities, challenges and prospects
– volume: 25
  start-page: 167
  issue: 2
  year: 2021
  ident: 10.1016/j.atech.2024.100407_bib0032
  article-title: Digital connectivity at the upstream end of value chains: A dynamic perspective on smartphone adoption amongst horticultural smallholders in Kenya
  publication-title: Competition and Change
  doi: 10.1177/1024529420914483
– volume: 133
  start-page: 285
  year: 2021
  ident: 10.1016/j.atech.2024.100407_bib0025
  article-title: How to conduct a bibliometric analysis: An overview and guidelines
  publication-title: J. Bus. Res.
  doi: 10.1016/j.jbusres.2021.04.070
– volume: 131
  start-page: 253
  year: 2018
  ident: 10.1016/j.atech.2024.100407_bib0035
  article-title: Mobile phone adoption in agri-food sector: Are farmers in Sub-Saharan Africa connected?
  publication-title: Technol. Forecast. Soc. Change
  doi: 10.1016/j.techfore.2017.12.010
– volume: 18
  start-page: 397
  issue: 2
  year: 2022
  ident: 10.1016/j.atech.2024.100407_bib0043
  article-title: Linking market innovation practices to small agricultural business performance: Does developing new marketing approaches, methods, and tools matter?
  publication-title: Custos e Agronegocio
– volume: 43
  start-page: 1260
  issue: 4
  year: 2021
  ident: 10.1016/j.atech.2024.100407_bib0018
  article-title: Who drives the digital revolution in agriculture? A review of supply-side trends, players and challenges
  publication-title: Appl. Econ. Perspect. Policy
  doi: 10.1002/aepp.13145
– start-page: 321
  year: 2022
  ident: 10.1016/j.atech.2024.100407_bib0045
  article-title: Digitalisation and agricultural development: Evidence from Morocco
– year: 2023
  ident: 10.1016/j.atech.2024.100407_bib0017
  article-title: A comprehensive systematic review and bibliometric analysis of food fraud from a global perspective
  publication-title: J. Agric. Food Res.
– volume: 3
  year: 2023
  ident: 10.1016/j.atech.2024.100407_bib0026
  article-title: Smart farming and artificial intelligence in East Africa: Addressing indigeneity, plants, and gender
  publication-title: Smart Agricultural Technology
  doi: 10.1016/j.atech.2022.100132
– volume: 27
  start-page: 47
  issue: 2
  year: 2022
  ident: 10.1016/j.atech.2024.100407_bib0034
  article-title: A Review of the Digitalization of Agriculture in Nigeria
  publication-title: J. Agricult. Ext.
– volume: 35
  start-page: 717
  issue: 8
  year: 2020
  ident: 10.1016/j.atech.2024.100407_bib0076
  article-title: A vision of the farming sector's future: What is in there for farmers in the time of the Second Machine Age?
  publication-title: Local. Econ.
  doi: 10.1177/02690942211010151
– volume: 112
  start-page: 59
  year: 2019
  ident: 10.1016/j.atech.2024.100407_bib0027
  article-title: PubMed coverage varied across specialties and over time: a large-scale study of included studies in Cochrane reviews
  publication-title: J. Clin. Epidemiol.
  doi: 10.1016/j.jclinepi.2019.04.015
– volume: 8
  issue: 5
  year: 2022
  ident: 10.1016/j.atech.2024.100407_bib0054
  article-title: A bibliometric and thematic approach to agriculture 4.0
  publication-title: Heliyon
  doi: 10.1016/j.heliyon.2022.e09369
– volume: 144
  year: 2021
  ident: 10.1016/j.atech.2024.100407_bib0023
  article-title: Uber for tractors? Opportunities and challenges of digital tools for tractor hire in India and Nigeria
  publication-title: World Dev.
  doi: 10.1016/j.worlddev.2021.105480
– start-page: 100
  year: 2022
  ident: 10.1016/j.atech.2024.100407_bib0055
  article-title: The application of big data and cloud computing among smallholder farmers in Sub-Saharan Africa
– start-page: 9
  issue: 1
  year: 2021
  ident: 10.1016/j.atech.2024.100407_bib0079
  article-title: Barriers and enablers of the use of digital technologies for sustainable agricultural development and food security: Learning from cases in Mali
  publication-title: Elementa
– volume: 13
  start-page: 33
  issue: 4
  year: 2021
  ident: 10.1016/j.atech.2024.100407_bib0021
  article-title: INSPIRE Hackathons and SmartAfriHub - Roadmap for Addressing the Agriculture Data Challenges in Africa
  publication-title: Agris On-Line Papers in Economics and Informatics
  doi: 10.7160/aol.2021.130404
– volume: 13
  start-page: 10269
  issue: 18
  year: 2021
  ident: 10.1016/j.atech.2024.100407_bib0019
  article-title: Climate-Smart Agriculture: Sleeping Beauty of the Hungarian Agribusiness
  publication-title: Sustainability
  doi: 10.3390/su131810269
– start-page: 666
  year: 2022
  ident: 10.1016/j.atech.2024.100407_bib0065
  article-title: Adoption of Digital Solutions for Agriculture in Africa
– year: 2022
  ident: 10.1016/j.atech.2024.100407_bib0009
  article-title: Arming Farmers with Smart Farming: The Future of Agriculture
– volume: 151
  start-page: 264
  issue: 4
  year: 2009
  ident: 10.1016/j.atech.2024.100407_bib0056
  article-title: Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement
  publication-title: Ann. Intern. Med.
  doi: 10.7326/0003-4819-151-4-200908180-00135
– year: 2023
  ident: 10.1016/j.atech.2024.100407_bib0070
  article-title: ICT adoption and youth employment in Nigeria's agricultural sector
  publication-title: Afr. J. Econ. Manage. Stud.
– start-page: 15
  issue: 11
  year: 2023
  ident: 10.1016/j.atech.2024.100407_bib0080
  article-title: Open Innovation in Agribusiness: Barriers and Challenges in the Transition to Agriculture 4.0
  publication-title: Sustainability (Switzerland)
– volume: 371
  year: 2023
  ident: 10.1016/j.atech.2024.100407_bib0074
  article-title: Innovation as a strategic direction for increasing the economic efficiency of the agro-industrial complex
– start-page: 35
  year: 2022
  ident: 10.1016/j.atech.2024.100407_bib0040
  article-title: Sustainable Agriculture for Food Security: Conceptual Framework and Benefits of Digitalization
  doi: 10.1007/978-981-16-8731-0_4
– volume: 455
  start-page: 23
  year: 2007
  ident: 10.1016/j.atech.2024.100407_bib0088
  article-title: How to write a systematic review
  publication-title: Clin. Orthop. Relat. Res.
  doi: 10.1097/BLO.0b013e31802c9098
– start-page: 13
  issue: 10
  year: 2021
  ident: 10.1016/j.atech.2024.100407_bib0086
  article-title: Analysing agrifood-tech e-business models
  publication-title: Sustainability (Switzerland)
– volume: 4
  year: 2022
  ident: 10.1016/j.atech.2024.100407_bib0046
  article-title: Towards a sustainable production of maise and soybean in the department of Borgou
  publication-title: Cleaner Logistics and Supply Chain
  doi: 10.1016/j.clscn.2022.100039
– volume: 245
  start-page: 9
  year: 2022
  ident: 10.1016/j.atech.2024.100407_bib0078
  article-title: Directions of Cooperation Relations Development in Russia in Conditions of Digitalization of the Agricultural Sector
– volume: 16
  year: 2022
  ident: 10.1016/j.atech.2024.100407_bib0082
  article-title: Towards a framework to implement a digital agriculture value chain in South Africa for small-scale farmers
  publication-title: J. Transp. Supply Chain Manage.
  doi: 10.4102/jtscm.v16i0.746
– start-page: 12
  issue: 4
  year: 2022
  ident: 10.1016/j.atech.2024.100407_bib0038
  article-title: Scaling Climate Smart Agriculture in East Africa: Experiences and Lessons
  publication-title: Agronomy
– start-page: 12
  issue: 1
  year: 2023
  ident: 10.1016/j.atech.2024.100407_bib0011
  article-title: Developing Institutions and Inter-Organizational Synergies through Digitalization and Youth Engagement in African Agriculture: The Case of “Africa Goes Digital
  publication-title: Land (Basel)
– start-page: 14
  issue: 19
  year: 2022
  ident: 10.1016/j.atech.2024.100407_bib0091
  article-title: Gender Perspectives of ICT Utilization in Agriculture and Climate Response in West Africa: A Review
  publication-title: Sustainability (Switzerland)
– start-page: 247
  year: 2020
  ident: 10.1016/j.atech.2024.100407_bib0089
  article-title: Target Recognition and Location Based on Deep Learning
– start-page: 64
  year: 2020
  ident: 10.1016/j.atech.2024.100407_bib0064
  article-title: Adoption of digital solutions for agriculture in Africa
– year: 2021
  ident: 10.1016/j.atech.2024.100407_bib0066
  article-title: Agricultural Waste Diversity and Sustainability Issues: Sub-Saharan Africa as a Case Study
– volume: 9
  issue: 1
  year: 2023
  ident: 10.1016/j.atech.2024.100407_bib0033
  article-title: Seeing through digitalisation! The influence of entrepreneurial networks on market participation among smallholder farmers in Tanzania. The mediating role of digital technology
  publication-title: Cogent Food and Agriculture
  doi: 10.1080/23311932.2023.2171834
– volume: 9
  start-page: 1
  issue: 2
  year: 2019
  ident: 10.1016/j.atech.2024.100407_bib0010
  article-title: Farmcrowdy: Digital business model innovation for farming in Nigeria
  publication-title: Emerald Emerging Markets Case Studies
  doi: 10.1108/EEMCS-03-2019-0065
– volume: 46
  start-page: 37
  issue: 1
  year: 2022
  ident: 10.1016/j.atech.2024.100407_bib0029
  article-title: Big Data won't feed the world: global agribusiness, digital imperialism, and the contested promises of a new Green Revolution
  publication-title: Dialect. Anthropol.
  doi: 10.1007/s10624-021-09631-8
– volume: 62
  start-page: 279
  issue: 2
  year: 2022
  ident: 10.1016/j.atech.2024.100407_bib0048
  article-title: Good intentions in complex realities: Challenges for designing responsibly in digital agriculture in low-income countries
  publication-title: Sociol. Ruralis.
  doi: 10.1111/soru.12359
– start-page: 13
  issue: 7
  year: 2021
  ident: 10.1016/j.atech.2024.100407_bib0071
  article-title: Transforming agricultural extension service delivery through innovative bottom-up climate-resilient agribusiness farmer field schools
  publication-title: Sustainability (Switzerland)
– volume: 16
  year: 2019
  ident: 10.1016/j.atech.2024.100407_bib0024
  article-title: It's no longer the same job”: Robotisation among breeders and dairy cows
  publication-title: Vibrant Virtual Brazilian Anthropology
  doi: 10.1590/1809-43412019v16d555
– start-page: 34
  year: 2021
  ident: 10.1016/j.atech.2024.100407_bib0022
  article-title: Digital transformation and structural change in Taiwan's national innovation system
– volume: 19
  start-page: 566
  issue: 5–6
  year: 2021
  ident: 10.1016/j.atech.2024.100407_bib0068
  article-title: User-centred design of a digital advisory service: enhancing public agricultural extension for sustainable intensification in Tanzania
  publication-title: Int. J. Agric. Sustain.
  doi: 10.1080/14735903.2020.1720474
– start-page: 109
  year: 2020
  ident: 10.1016/j.atech.2024.100407_bib0004
  article-title: Precision Farming for Resource Use Efficiency
– volume: 10
  start-page: 6
  issue: 2
  year: 2020
  ident: 10.1016/j.atech.2024.100407_bib0052
  article-title: Phenomics and its potential impact on livestock development in low-income countries: Innovative applications of emerging related digital technology
  publication-title: Animal Frontiers
  doi: 10.1093/af/vfaa002
– volume: 35
  start-page: 890
  issue: 6
  year: 2021
  ident: 10.1016/j.atech.2024.100407_bib0060
  article-title: A practical tool to enhance the chances of success of digital agriculture interventions for sustainable development in Africa and India
  publication-title: J. Crop. Improv.
  doi: 10.1080/15427528.2021.1879335
– volume: 21
  start-page: 1
  year: 2021
  ident: 10.1016/j.atech.2024.100407_bib0036
  article-title: Database selection and data gathering methods in systematic reviews of qualitative research regarding diabetes mellitus-an explorative study
  publication-title: BMC Med. Res. Methodol.
  doi: 10.1186/s12874-021-01281-2
– volume: 9
  issue: 1
  year: 2023
  ident: 10.1016/j.atech.2024.100407_bib0012
  article-title: Agriculture growth in Ghana: A time-series analysis with autoregressive distributed lag approach
  publication-title: Cogent. Food Agric.
– volume: 5
  start-page: 292
  year: 2021
  ident: 10.1016/j.atech.2024.100407_bib0041
  article-title: Will digital solutions transform Sub-Saharan African agriculture?
  publication-title: Artificial Intelligence in Agriculture
  doi: 10.1016/j.aiia.2021.12.001
– volume: 31
  year: 2022
  ident: 10.1016/j.atech.2024.100407_bib0072
  article-title: Tracking digital innovations for agroecology in Benin
  publication-title: Cahiers Agricultures
– volume: 55
  start-page: 299
  year: 2022
  ident: 10.1016/j.atech.2024.100407_bib0008
  article-title: Towards a Blockchain-Based Smart Farm Agricultural Revolution in Sub-Saharan Africa
– volume: 12
  year: 2021
  ident: 10.1016/j.atech.2024.100407_bib0015
  article-title: Examining the influence of commercialisation and postharvest losses on the choice of marketing outlet among poultry farmers
  publication-title: Sci. Afr.
– volume: 13
  start-page: 470
  issue: 4
  year: 2022
  ident: 10.1016/j.atech.2024.100407_bib0001
  article-title: Exploring digitalisation and sustainable practices in African agribusinesses and food supply chains: A literature review
  publication-title: Int. J. Food Syst. Dyn.
– volume: 34
  start-page: 613
  year: 2022
  ident: 10.1016/j.atech.2024.100407_bib0050
  article-title: Dimensions of digital transformation in the context of modern agriculture
  publication-title: Sustain. Prod. Consum.
  doi: 10.1016/j.spc.2022.09.027
– start-page: 14
  issue: 7
  year: 2022
  ident: 10.1016/j.atech.2024.100407_bib0007
  article-title: The Role of Blockchain in Revolutionising the Agricultural Sector
  publication-title: Sustainability (Switzerland)
– volume: 2
  start-page: 307
  year: 2022
  ident: 10.1016/j.atech.2024.100407_bib0058
  article-title: Harnessing the Opportunities for Sustainable Small-Scale Rural Farming Towards Attaining Food Security in Southern Africa
– year: 2021
  ident: 10.1016/j.atech.2024.100407_bib0061
  article-title: Food entrepreneurs in Africa: Scaling resilient agriculture businesses
– volume: 371
  year: 2023
  ident: 10.1016/j.atech.2024.100407_bib0005
  article-title: Problems and prospects for sustainable development of the Russian agro-industrial sector under international sanctions and green agenda
– start-page: 15
  issue: 5
  year: 2023
  ident: 10.1016/j.atech.2024.100407_bib0047
  article-title: Financing Sustainable Agriculture in Sub-Saharan Africa: A Review of the Role of Financial Technologies
  publication-title: Sustainability (Switzerland)
– volume: 2016
  start-page: 480
  year: 2017
  ident: 10.1016/j.atech.2024.100407_bib0075
  article-title: Design & implementation of a line-following robot for irrigation-based application
– volume: 7
  start-page: 376
  issue: 6
  year: 2001
  ident: 10.1016/j.atech.2024.100407_bib0057
  article-title: Elements of a systematic review
  publication-title: Int. J. Nurs. Pract.
  doi: 10.1046/j.1440-172X.2001.00295.x
– volume: 6
  start-page: 1
  year: 2017
  ident: 10.1016/j.atech.2024.100407_bib0020
  article-title: Optimal database combinations for literature searches in systematic reviews: a prospective exploratory study
  publication-title: Syst. Rev.
  doi: 10.1186/s13643-017-0644-y
– volume: 217
  start-page: 963
  year: 2018
  ident: 10.1016/j.atech.2024.100407_bib0053
  article-title: Revolutionalising agriculture extension delivery through mobile telephony: The experience of village enterprise agent model in Greater Masaka area, Uganda
  publication-title: WIT Transactions on Ecology and the Environment
  doi: 10.2495/SDP180811
SSID ssj0002856898
Score 2.3013146
SecondaryResourceType review_article
Snippet Despite the agribusiness industry's potential, it is still characterised by a high level of conventional means of production, denying it numerous opportunities...
SourceID doaj
crossref
elsevier
SourceType Open Website
Enrichment Source
Index Database
Publisher
StartPage 100407
SubjectTerms Africa
Agribusiness
Digital innovations
Technology
Value chain
Title Digital innovations: Implications for African agribusinesses
URI https://dx.doi.org/10.1016/j.atech.2024.100407
https://doaj.org/article/c6ff8d1b72fb42efa7190f70317c2786
Volume 7
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1JS8NAGB2kJy-iqFg3cvDoYDN7xItLSxXqyUJvw6ylRaLYevW3O0tScqoXLzmEyUx4X-B9X3i8B8AV1mHmUo5A6iiBBHkKteIOKlJF0TtyNsW3TV7ZeEpeZnTWifqKmrBsD5yBuzHMe2FLzZHXBDmveKAwH13XuUFcJLPtwHmdYWqZfhlRJirR2gwlQZeKrqhhIkQkSgNIDJDtUFFy7O8wUodlRvtgr2kPi_v8Wgdgx9WH4O5pMY_ZHsViE2G6ui2eO1rwIrSeRY78qQs1j24gWc_uVkdgOhq-PY5hk3oADSnJGlKKhNcVQ8JirbnHWDmDKutKJTRCGiPNWEBYWKNIAIYEICgxGpsBVSKw7zHo1R-1OwGFimRkfTlQ2BHlhGbeMl-VFfeWOmH7ALUASNNYgsdkinfZar-WMqEmI2oyo9YH15uHPrMjxvblDxHZzdJoZ51uhCLLpsjyryL3AWvrIpvOIDN-2Gqx7fTT_zj9DOzGLbPy7Bz01l_f7iK0Imt9mb66cJ38DH8BVefdXA
linkProvider Directory of Open Access Journals
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Digital+innovations%3A+Implications+for+African+agribusinesses&rft.jtitle=Smart+agricultural+technology&rft.au=Kingsley+Kofi+Arthur&rft.au=Richard+Kwasi+Bannor&rft.au=Jolly+Masih&rft.au=Helena+Oppong-Kyeremeh&rft.date=2024-03-01&rft.pub=Elsevier&rft.eissn=2772-3755&rft.volume=7&rft.spage=100407&rft_id=info:doi/10.1016%2Fj.atech.2024.100407&rft.externalDBID=DOA&rft.externalDocID=oai_doaj_org_article_c6ff8d1b72fb42efa7190f70317c2786
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2772-3755&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2772-3755&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2772-3755&client=summon