Do farmer-actor interactions in the agricultural innovation system drive technological innovation adoption in Ghana?
Autor*in: |
Onumah, Justina Adwoa [verfasserIn] Asante, Felix Ankomah [verfasserIn] Osei, Robert Darko - 1970- [verfasserIn] Asare-Nuamah, Peter [verfasserIn] |
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Format: |
E-Artikel |
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Sprache: |
Englisch |
Erschienen: |
2023 |
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Schlagwörter: |
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Übergeordnetes Werk: |
Enthalten in: African journal of science, technology, innovation and development - London : Routledge, Taylor & Francis, 2013, 15(2023), 4, Seite 458-472 |
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Übergeordnetes Werk: |
volume:15 ; year:2023 ; number:4 ; pages:458-472 |
Links: |
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DOI / URN: |
10.1080/20421338.2022.2124938 |
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Katalog-ID: |
1854465287 |
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10.1080/20421338.2022.2124938 doi (DE-627)1854465287 (DE-599)KXP1854465287 DE-627 ger DE-627 rda eng Onumah, Justina Adwoa verfasserin (DE-588)1299370284 (DE-627)185629840X aut Do farmer-actor interactions in the agricultural innovation system drive technological innovation adoption in Ghana? Justina Adwoa Onumah, Felix Ankomah Asante, Robert Darko Osei and Peter Asare-Nuamah 2023 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier adoption (dpeaa)DE-206 agricultural innovation system (dpeaa)DE-206 multiple innovations (dpeaa)DE-206 Asante, Felix Ankomah verfasserin (DE-588)171517601 (DE-627)061726605 (DE-576)132306050 aut Osei, Robert Darko 1970- verfasserin (DE-588)171874005 (DE-627)336693087 (DE-576)132631989 aut Asare-Nuamah, Peter verfasserin aut Enthalten in African journal of science, technology, innovation and development London : Routledge, Taylor & Francis, 2013 15(2023), 4, Seite 458-472 Online-Ressource (DE-627)77347367X (DE-600)2744522-7 (DE-576)398337586 2042-1346 nnns volume:15 year:2023 number:4 pages:458-472 https://www.tandfonline.com/doi/pdf/10.1080/20421338.2022.2124938 Verlag lizenzpflichtig https://doi.org/10.1080/20421338.2022.2124938 Resolving-System lizenzpflichtig GBV_USEFLAG_U GBV_ILN_26 ISIL_DE-206 SYSFLAG_1 GBV_KXP GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_60 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_100 GBV_ILN_110 GBV_ILN_151 GBV_ILN_224 GBV_ILN_285 GBV_ILN_370 GBV_ILN_647 GBV_ILN_702 GBV_ILN_2001 GBV_ILN_2005 GBV_ILN_2006 GBV_ILN_2007 GBV_ILN_2025 GBV_ILN_2026 GBV_ILN_2034 GBV_ILN_2055 GBV_ILN_2088 GBV_ILN_2093 GBV_ILN_2111 GBV_ILN_2336 GBV_ILN_2470 GBV_ILN_2507 GBV_ILN_2548 GBV_ILN_4035 GBV_ILN_4046 GBV_ILN_4246 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4313 GBV_ILN_4323 GBV_ILN_4393 GBV_ILN_4700 AR 15 2023 4 458-472 26 01 0206 4363520264 x1z 07-08-23 26 00 DE-206 The low level of technological innovation adoption among farmers has been a development concern. However, not much attention has been paid to how agricultural innovation system actors contribute to the adoption of technological innovations among farmers. This paper, therefore, analyzed the factors that drive the adoption of technological innovations using the agricultural innovation system concept. The study adopted a mixed method approach where qualitative data from focus group discussions were used to triangulate findings obtained from the quantitative data analyzed. A two-period panel data of 3486 observations of randomly sampled agricultural households across Ghana was analyzed using descriptive statistics and the multinomial logit regression model. Findings showed that farmers with strong ties in the innovation system had a higher probability of adopting multiple sets of innovations, compared to those with weaker linkages. Platforms that encourage actor interactions such as innovation platforms should be strengthened to increase the innovative performance of smallholder farmers. This study is one of the few that have quantified the effect the agricultural innovation system has on the adoption of innovations and hence makes a positive contribution to the budding literature regarding the importance of unpacking actor interactions whilst considering a holistic inquiry of the agricultural innovation system. |
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10.1080/20421338.2022.2124938 doi (DE-627)1854465287 (DE-599)KXP1854465287 DE-627 ger DE-627 rda eng Onumah, Justina Adwoa verfasserin (DE-588)1299370284 (DE-627)185629840X aut Do farmer-actor interactions in the agricultural innovation system drive technological innovation adoption in Ghana? Justina Adwoa Onumah, Felix Ankomah Asante, Robert Darko Osei and Peter Asare-Nuamah 2023 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier adoption (dpeaa)DE-206 agricultural innovation system (dpeaa)DE-206 multiple innovations (dpeaa)DE-206 Asante, Felix Ankomah verfasserin (DE-588)171517601 (DE-627)061726605 (DE-576)132306050 aut Osei, Robert Darko 1970- verfasserin (DE-588)171874005 (DE-627)336693087 (DE-576)132631989 aut Asare-Nuamah, Peter verfasserin aut Enthalten in African journal of science, technology, innovation and development London : Routledge, Taylor & Francis, 2013 15(2023), 4, Seite 458-472 Online-Ressource (DE-627)77347367X (DE-600)2744522-7 (DE-576)398337586 2042-1346 nnns volume:15 year:2023 number:4 pages:458-472 https://www.tandfonline.com/doi/pdf/10.1080/20421338.2022.2124938 Verlag lizenzpflichtig https://doi.org/10.1080/20421338.2022.2124938 Resolving-System lizenzpflichtig GBV_USEFLAG_U GBV_ILN_26 ISIL_DE-206 SYSFLAG_1 GBV_KXP GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_60 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_100 GBV_ILN_110 GBV_ILN_151 GBV_ILN_224 GBV_ILN_285 GBV_ILN_370 GBV_ILN_647 GBV_ILN_702 GBV_ILN_2001 GBV_ILN_2005 GBV_ILN_2006 GBV_ILN_2007 GBV_ILN_2025 GBV_ILN_2026 GBV_ILN_2034 GBV_ILN_2055 GBV_ILN_2088 GBV_ILN_2093 GBV_ILN_2111 GBV_ILN_2336 GBV_ILN_2470 GBV_ILN_2507 GBV_ILN_2548 GBV_ILN_4035 GBV_ILN_4046 GBV_ILN_4246 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4313 GBV_ILN_4323 GBV_ILN_4393 GBV_ILN_4700 AR 15 2023 4 458-472 26 01 0206 4363520264 x1z 07-08-23 26 00 DE-206 The low level of technological innovation adoption among farmers has been a development concern. However, not much attention has been paid to how agricultural innovation system actors contribute to the adoption of technological innovations among farmers. This paper, therefore, analyzed the factors that drive the adoption of technological innovations using the agricultural innovation system concept. The study adopted a mixed method approach where qualitative data from focus group discussions were used to triangulate findings obtained from the quantitative data analyzed. A two-period panel data of 3486 observations of randomly sampled agricultural households across Ghana was analyzed using descriptive statistics and the multinomial logit regression model. Findings showed that farmers with strong ties in the innovation system had a higher probability of adopting multiple sets of innovations, compared to those with weaker linkages. Platforms that encourage actor interactions such as innovation platforms should be strengthened to increase the innovative performance of smallholder farmers. This study is one of the few that have quantified the effect the agricultural innovation system has on the adoption of innovations and hence makes a positive contribution to the budding literature regarding the importance of unpacking actor interactions whilst considering a holistic inquiry of the agricultural innovation system. |
allfields_unstemmed |
10.1080/20421338.2022.2124938 doi (DE-627)1854465287 (DE-599)KXP1854465287 DE-627 ger DE-627 rda eng Onumah, Justina Adwoa verfasserin (DE-588)1299370284 (DE-627)185629840X aut Do farmer-actor interactions in the agricultural innovation system drive technological innovation adoption in Ghana? Justina Adwoa Onumah, Felix Ankomah Asante, Robert Darko Osei and Peter Asare-Nuamah 2023 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier adoption (dpeaa)DE-206 agricultural innovation system (dpeaa)DE-206 multiple innovations (dpeaa)DE-206 Asante, Felix Ankomah verfasserin (DE-588)171517601 (DE-627)061726605 (DE-576)132306050 aut Osei, Robert Darko 1970- verfasserin (DE-588)171874005 (DE-627)336693087 (DE-576)132631989 aut Asare-Nuamah, Peter verfasserin aut Enthalten in African journal of science, technology, innovation and development London : Routledge, Taylor & Francis, 2013 15(2023), 4, Seite 458-472 Online-Ressource (DE-627)77347367X (DE-600)2744522-7 (DE-576)398337586 2042-1346 nnns volume:15 year:2023 number:4 pages:458-472 https://www.tandfonline.com/doi/pdf/10.1080/20421338.2022.2124938 Verlag lizenzpflichtig https://doi.org/10.1080/20421338.2022.2124938 Resolving-System lizenzpflichtig GBV_USEFLAG_U GBV_ILN_26 ISIL_DE-206 SYSFLAG_1 GBV_KXP GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_60 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_100 GBV_ILN_110 GBV_ILN_151 GBV_ILN_224 GBV_ILN_285 GBV_ILN_370 GBV_ILN_647 GBV_ILN_702 GBV_ILN_2001 GBV_ILN_2005 GBV_ILN_2006 GBV_ILN_2007 GBV_ILN_2025 GBV_ILN_2026 GBV_ILN_2034 GBV_ILN_2055 GBV_ILN_2088 GBV_ILN_2093 GBV_ILN_2111 GBV_ILN_2336 GBV_ILN_2470 GBV_ILN_2507 GBV_ILN_2548 GBV_ILN_4035 GBV_ILN_4046 GBV_ILN_4246 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4313 GBV_ILN_4323 GBV_ILN_4393 GBV_ILN_4700 AR 15 2023 4 458-472 26 01 0206 4363520264 x1z 07-08-23 26 00 DE-206 The low level of technological innovation adoption among farmers has been a development concern. However, not much attention has been paid to how agricultural innovation system actors contribute to the adoption of technological innovations among farmers. This paper, therefore, analyzed the factors that drive the adoption of technological innovations using the agricultural innovation system concept. The study adopted a mixed method approach where qualitative data from focus group discussions were used to triangulate findings obtained from the quantitative data analyzed. A two-period panel data of 3486 observations of randomly sampled agricultural households across Ghana was analyzed using descriptive statistics and the multinomial logit regression model. Findings showed that farmers with strong ties in the innovation system had a higher probability of adopting multiple sets of innovations, compared to those with weaker linkages. Platforms that encourage actor interactions such as innovation platforms should be strengthened to increase the innovative performance of smallholder farmers. This study is one of the few that have quantified the effect the agricultural innovation system has on the adoption of innovations and hence makes a positive contribution to the budding literature regarding the importance of unpacking actor interactions whilst considering a holistic inquiry of the agricultural innovation system. |
allfieldsGer |
10.1080/20421338.2022.2124938 doi (DE-627)1854465287 (DE-599)KXP1854465287 DE-627 ger DE-627 rda eng Onumah, Justina Adwoa verfasserin (DE-588)1299370284 (DE-627)185629840X aut Do farmer-actor interactions in the agricultural innovation system drive technological innovation adoption in Ghana? Justina Adwoa Onumah, Felix Ankomah Asante, Robert Darko Osei and Peter Asare-Nuamah 2023 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier adoption (dpeaa)DE-206 agricultural innovation system (dpeaa)DE-206 multiple innovations (dpeaa)DE-206 Asante, Felix Ankomah verfasserin (DE-588)171517601 (DE-627)061726605 (DE-576)132306050 aut Osei, Robert Darko 1970- verfasserin (DE-588)171874005 (DE-627)336693087 (DE-576)132631989 aut Asare-Nuamah, Peter verfasserin aut Enthalten in African journal of science, technology, innovation and development London : Routledge, Taylor & Francis, 2013 15(2023), 4, Seite 458-472 Online-Ressource (DE-627)77347367X (DE-600)2744522-7 (DE-576)398337586 2042-1346 nnns volume:15 year:2023 number:4 pages:458-472 https://www.tandfonline.com/doi/pdf/10.1080/20421338.2022.2124938 Verlag lizenzpflichtig https://doi.org/10.1080/20421338.2022.2124938 Resolving-System lizenzpflichtig GBV_USEFLAG_U GBV_ILN_26 ISIL_DE-206 SYSFLAG_1 GBV_KXP GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_60 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_100 GBV_ILN_110 GBV_ILN_151 GBV_ILN_224 GBV_ILN_285 GBV_ILN_370 GBV_ILN_647 GBV_ILN_702 GBV_ILN_2001 GBV_ILN_2005 GBV_ILN_2006 GBV_ILN_2007 GBV_ILN_2025 GBV_ILN_2026 GBV_ILN_2034 GBV_ILN_2055 GBV_ILN_2088 GBV_ILN_2093 GBV_ILN_2111 GBV_ILN_2336 GBV_ILN_2470 GBV_ILN_2507 GBV_ILN_2548 GBV_ILN_4035 GBV_ILN_4046 GBV_ILN_4246 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4313 GBV_ILN_4323 GBV_ILN_4393 GBV_ILN_4700 AR 15 2023 4 458-472 26 01 0206 4363520264 x1z 07-08-23 26 00 DE-206 The low level of technological innovation adoption among farmers has been a development concern. However, not much attention has been paid to how agricultural innovation system actors contribute to the adoption of technological innovations among farmers. This paper, therefore, analyzed the factors that drive the adoption of technological innovations using the agricultural innovation system concept. The study adopted a mixed method approach where qualitative data from focus group discussions were used to triangulate findings obtained from the quantitative data analyzed. A two-period panel data of 3486 observations of randomly sampled agricultural households across Ghana was analyzed using descriptive statistics and the multinomial logit regression model. Findings showed that farmers with strong ties in the innovation system had a higher probability of adopting multiple sets of innovations, compared to those with weaker linkages. Platforms that encourage actor interactions such as innovation platforms should be strengthened to increase the innovative performance of smallholder farmers. This study is one of the few that have quantified the effect the agricultural innovation system has on the adoption of innovations and hence makes a positive contribution to the budding literature regarding the importance of unpacking actor interactions whilst considering a holistic inquiry of the agricultural innovation system. |
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10.1080/20421338.2022.2124938 doi (DE-627)1854465287 (DE-599)KXP1854465287 DE-627 ger DE-627 rda eng Onumah, Justina Adwoa verfasserin (DE-588)1299370284 (DE-627)185629840X aut Do farmer-actor interactions in the agricultural innovation system drive technological innovation adoption in Ghana? Justina Adwoa Onumah, Felix Ankomah Asante, Robert Darko Osei and Peter Asare-Nuamah 2023 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier adoption (dpeaa)DE-206 agricultural innovation system (dpeaa)DE-206 multiple innovations (dpeaa)DE-206 Asante, Felix Ankomah verfasserin (DE-588)171517601 (DE-627)061726605 (DE-576)132306050 aut Osei, Robert Darko 1970- verfasserin (DE-588)171874005 (DE-627)336693087 (DE-576)132631989 aut Asare-Nuamah, Peter verfasserin aut Enthalten in African journal of science, technology, innovation and development London : Routledge, Taylor & Francis, 2013 15(2023), 4, Seite 458-472 Online-Ressource (DE-627)77347367X (DE-600)2744522-7 (DE-576)398337586 2042-1346 nnns volume:15 year:2023 number:4 pages:458-472 https://www.tandfonline.com/doi/pdf/10.1080/20421338.2022.2124938 Verlag lizenzpflichtig https://doi.org/10.1080/20421338.2022.2124938 Resolving-System lizenzpflichtig GBV_USEFLAG_U GBV_ILN_26 ISIL_DE-206 SYSFLAG_1 GBV_KXP GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_60 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_100 GBV_ILN_110 GBV_ILN_151 GBV_ILN_224 GBV_ILN_285 GBV_ILN_370 GBV_ILN_647 GBV_ILN_702 GBV_ILN_2001 GBV_ILN_2005 GBV_ILN_2006 GBV_ILN_2007 GBV_ILN_2025 GBV_ILN_2026 GBV_ILN_2034 GBV_ILN_2055 GBV_ILN_2088 GBV_ILN_2093 GBV_ILN_2111 GBV_ILN_2336 GBV_ILN_2470 GBV_ILN_2507 GBV_ILN_2548 GBV_ILN_4035 GBV_ILN_4046 GBV_ILN_4246 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4313 GBV_ILN_4323 GBV_ILN_4393 GBV_ILN_4700 AR 15 2023 4 458-472 26 01 0206 4363520264 x1z 07-08-23 26 00 DE-206 The low level of technological innovation adoption among farmers has been a development concern. However, not much attention has been paid to how agricultural innovation system actors contribute to the adoption of technological innovations among farmers. This paper, therefore, analyzed the factors that drive the adoption of technological innovations using the agricultural innovation system concept. The study adopted a mixed method approach where qualitative data from focus group discussions were used to triangulate findings obtained from the quantitative data analyzed. A two-period panel data of 3486 observations of randomly sampled agricultural households across Ghana was analyzed using descriptive statistics and the multinomial logit regression model. Findings showed that farmers with strong ties in the innovation system had a higher probability of adopting multiple sets of innovations, compared to those with weaker linkages. Platforms that encourage actor interactions such as innovation platforms should be strengthened to increase the innovative performance of smallholder farmers. This study is one of the few that have quantified the effect the agricultural innovation system has on the adoption of innovations and hence makes a positive contribution to the budding literature regarding the importance of unpacking actor interactions whilst considering a holistic inquiry of the agricultural innovation system. |
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26 00 DE-206 The low level of technological innovation adoption among farmers has been a development concern. However, not much attention has been paid to how agricultural innovation system actors contribute to the adoption of technological innovations among farmers. This paper, therefore, analyzed the factors that drive the adoption of technological innovations using the agricultural innovation system concept. The study adopted a mixed method approach where qualitative data from focus group discussions were used to triangulate findings obtained from the quantitative data analyzed. A two-period panel data of 3486 observations of randomly sampled agricultural households across Ghana was analyzed using descriptive statistics and the multinomial logit regression model. Findings showed that farmers with strong ties in the innovation system had a higher probability of adopting multiple sets of innovations, compared to those with weaker linkages. Platforms that encourage actor interactions such as innovation platforms should be strengthened to increase the innovative performance of smallholder farmers. This study is one of the few that have quantified the effect the agricultural innovation system has on the adoption of innovations and hence makes a positive contribution to the budding literature regarding the importance of unpacking actor interactions whilst considering a holistic inquiry of the agricultural innovation system Do farmer-actor interactions in the agricultural innovation system drive technological innovation adoption in Ghana? Justina Adwoa Onumah, Felix Ankomah Asante, Robert Darko Osei and Peter Asare-Nuamah adoption (dpeaa)DE-206 agricultural innovation system (dpeaa)DE-206 multiple innovations (dpeaa)DE-206 |
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code="a">ISIL_DE-206</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">SYSFLAG_1</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_KXP</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_11</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_20</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_22</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_60</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_63</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_65</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_69</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_70</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_100</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_110</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_151</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_224</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_285</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_370</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_647</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_702</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2001</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2005</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2006</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2007</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2025</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2026</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2034</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2055</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2088</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2093</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2111</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2336</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2470</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2507</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2548</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4035</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4046</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4246</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4249</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4305</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4306</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4313</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4323</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4393</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4700</subfield></datafield><datafield tag="951" ind1=" " ind2=" "><subfield code="a">AR</subfield></datafield><datafield tag="952" ind1=" " ind2=" "><subfield code="d">15</subfield><subfield code="j">2023</subfield><subfield code="e">4</subfield><subfield code="h">458-472</subfield></datafield><datafield tag="980" ind1=" " ind2=" "><subfield code="2">26</subfield><subfield code="1">01</subfield><subfield code="x">0206</subfield><subfield code="b">4363520264</subfield><subfield code="y">x1z</subfield><subfield code="z">07-08-23</subfield></datafield><datafield tag="982" ind1=" " ind2=" "><subfield code="2">26</subfield><subfield code="1">00</subfield><subfield code="x">DE-206</subfield><subfield code="b">The low level of technological innovation adoption among farmers has been a development concern. However, not much attention has been paid to how agricultural innovation system actors contribute to the adoption of technological innovations among farmers. This paper, therefore, analyzed the factors that drive the adoption of technological innovations using the agricultural innovation system concept. The study adopted a mixed method approach where qualitative data from focus group discussions were used to triangulate findings obtained from the quantitative data analyzed. A two-period panel data of 3486 observations of randomly sampled agricultural households across Ghana was analyzed using descriptive statistics and the multinomial logit regression model. Findings showed that farmers with strong ties in the innovation system had a higher probability of adopting multiple sets of innovations, compared to those with weaker linkages. Platforms that encourage actor interactions such as innovation platforms should be strengthened to increase the innovative performance of smallholder farmers. This study is one of the few that have quantified the effect the agricultural innovation system has on the adoption of innovations and hence makes a positive contribution to the budding literature regarding the importance of unpacking actor interactions whilst considering a holistic inquiry of the agricultural innovation system.</subfield></datafield></record></collection>
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