Navigasi Penyuluhan Pertanian Era Digital: Transformasi, Indikator Keberhasilan, dan Model Hibrid Global

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Synopsis

Penyuluhan pertanian memiliki peran strategis dalam mempercepat diseminasi inovasi teknologi, meningkatkan kapasitas petani, serta memperkuat pembangunan pertanian berkelanjutan di wilayah perdesaan. Perkembangan teknologi digital dalam beberapa dekade terakhir telah mengubah cara penyampaian informasi dan pengetahuan pertanian kepada petani, sekaligus menghadirkan peluang dan tantangan baru bagi sistem penyuluhan. Buku ini menyajikan sintesis komprehensif mengenai perkembangan sistem penyuluhan pertanian dengan menekankan integrasi antara pendekatan digital dan pendekatan tradisional dalam mendukung adopsi inovasi oleh petani.

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Agarwal, S., Perry, H. B., Long, L., & Labrique, A. B. (2015). Evidence on feasibility and effective use of mHealth strategies by frontline health workers in developing countries : systematic review *. Tropical Medicine & International Health, 20(8), 1003–1014. https://doi.org/10.1111/tmi.12525

Aker, J. C., Ghosh, I., & Burrell, J. (2016). The promise (and pitfalls) of ICT for agriculture initiatives. Agricultural Economics, 47(S1), 35–48. https://doi.org/https://doi.org/10.1111/agec.12301

Akerlof, G. A. (1970). The market for lemons: Quality uncertainty and the market mechanism. Quarterly Journal of Economics, 84(3), 488–500. https://doi.org/10.2307/1879431

Albrizio, S., Bluedorn, J., Koch, C., Pescatori, A., & Stuermer, M. (2023). Sectoral Shocks and the Role of Market Integration: The Case of Natural Gas. AEA Papers and Proceedings, 113, 43–46. https://doi.org/10.1257/pandp.20231045

Alhassan, M., Gustafson, C. R., & Schoengold, K. (2022). Effects of information on smallholder irrigation farmers’ willingness to pay for groundwater protectio. Agricultural Economics, 53(4), 589–604. https://doi.org/10.1111/agec.12695

Alzahrani, M., Alotaibi, B., & Aldosari, F. (2023). Evaluating the effectiveness of digital agricultural advisory services. Agricultural Systems, 210. https://doi.org/10.1016/j.agsy.2023.103698

Anderson, J. R., & Feder, G. (2004). Article Navigation Journal Article Agricultural Extension: Good Intentions and Hard Realities. World Bank Research Observer, 19(1), 41–60. https://doi.org/10.1093/wbro/lkh013

Asrat, P., Simane, B., & Hassen, A. (2023). Adaptation Benefits of Climate-Smart Agricultural Practices in the Blue Nile Basin: Empirical Evidence from North-West Ethiopia. In Climate Change Adaptation in Africa.

Athey, Ganapati, S., & Wong, W. F. (2023). How Far Goods Travel: Global Transport and Supply Chains from 1965–2020. 37(3), 3–30. https://doi.org/10.1257/jep.37.3.3

Athey, S., & Imbens, G. W. (2023). Information technology and agricultural markets. Annual Review of Economics., 685–725. https://doi.org/10.1146/annurev-economics-080217-053433

Ayim, C., Kassahun, A., Tekinerdogan, B., & Addison, C. (2022). Adoption of ICT innovations in the agriculture sector in Africa: A review of the literature. Agricultural Systems, 187. https://doi.org/10.1016/j.agsy.2020.102964

Baloch, M. A., Thapa, G. B., & Khan, M. A. (2022). Social networks and diffusion of agricultural innovations among farmers. Journal of Rural Studies, 91, 45–55. https://doi.org/10.1016/j.jrurstud.2022.01.013

Barnes, A. P., Bevan, K., Moxey, A., Grierson, S., & Toma, L. (2023). Identifying best practice in Less Favoured Area mixed livestock systems. Agricultural Systems, 208(December 2022), 103664. https://doi.org/10.1016/j.agsy.2023.103664

Barrett, C. B. (2022). Smallholder participation in agricultural value chains. https://doi.org/10.1016/j.foodpol.2021.102023

Becker, G. S. (1964). Winner of the Nobel Prize in Economics. University of Chicago Press.

Bernstein, H. (2010). Class Dynamics of Agrarian Change. https://www.rienner.com/uploads/5a6f866b41e98.pdf

Biradar, C. M., Ghosh, S., Löw, F., Singh, R., Chandna, P., Sarker, A., Sahoo, R. N., Swain, N., Choudhury, G., Agrawal, S., Rizvi, N., El-Shamaa, K., Atassi, L., Dong, J., Gaur, A., & Werry, J. (2019). Geo big data and digital augmentation for accelerating agroecological intensification in drylands. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives, 42(3/W6), 545–548. https://doi.org/10.5194/isprs-archives-XLII-3-W6-545-2019

Birner, R. (2021). Who drives the digital revolution in agriculture ? A review of supply-side trends , players and challenges. December 2020, 1260–1285. https://doi.org/10.1002/aepp.13145

Birner, R., Davis, K., & Pender, J. (2009). From best practice to best fit: A framework for analyzing pluralistic agricultural advisory services. Journal of Agricultural Education and Extension., 100. https://doi.org/10.1080/13892240903309595

Birner, R., Davis, K., Pender, J., Nkonya, E., Anandajayasekeram, P., Ekboir, J., Mbabu, A., Spielman, D. J., Horna, D., Benin, S., & Cohen, M. (2009). From Best Practice to Best Fit: A Framework for Designing and Analyzing Pluralistic Agricultural Advisory Services Worldwide. The Journal of Agricultural Education and Extension, 15(4), 341–355. https://doi.org/10.1080/13892240903309595

Bramer, W. M., Rethlefsen, M. L., Kleijnen, J., & Franco, O. H. (2017). Optimal database combinations for literature searches in systematic reviews : a prospective exploratory study. Systematic Reviews, 1–12. https://doi.org/10.1186/s13643-017-0644-y

Braun, V., & Clarke, V. (2020). One size fits all? What counts as quality practice in (reflexive) thematic analysis? Qualitative Research in Psychology, 00(00), 1–25. https://doi.org/10.1080/14780887.2020.1769238

Bronson, K., & Knezevic, I. (2016). Big Data in food and agriculture. June, 1–5. https://doi.org/10.1177/2053951716648174

Chambers, R., Pacey, A., & Thrupp, L. (1989). Farmer first: Farmer innovation and agricultural research. Intermediate Technology Publications.

Chen, C., Sanjuan, F. I., & Hou, J. (2018). The Structure and Dynamics of Co ‐ Citation Clusters : A Multiple ‐ Perspective Co ‐ Citation Analysis. Journal of the American Society for Information Science and Technology., 1–33.

Cole, S. (2025). Agricultural digitalization and rural development in COVID-19 response plans : A review article. 17, 67–74. https://li04.tci-thaijo.org/index.php/IJAT/article/download/5910/536

Cole, S. A., & Fernando, A. N. (2020). ‘Mobile’izing Agricultural Advice: Technology Adoption, Di ↵ usion, and Sustainability ⇤ † ‡.

Cole, S., Goldberg, J., Zhu, J., & Harigaya, T. (2025). The impact of digital agricultural extension service : Experimental evidence from rice farmers in India.

Conley, T. G., Udry, C. R., Conley, T. G., & Udry, C. R. (2000). A Digital Platform for Scholarly Publishing at Yale Learning About a New Technology : Pineapple in Ghana Learning About a New Technology : Pineapple in Ghana ∗. https://academiccommons.columbia.edu/doi/10.7916/D8GM8HWG/download

Danso-Abbeam, G., Ehiakpor, D. S., & Aidoo, R. (2018). Agricultural extension and its effects on farm productivity and income: Insight from Northern Ghana. Agriculture and Food Security, 7(1), 1–10. https://doi.org/10.1186/s40066-018-0225-x

Doss, C. (2018). The fourth industrial revolution, agricultural and rural innovation, and implications for public policy and investments: a case of India. Agricultural Economics, 48(1), 87–100. https://onlinelibrary.wiley.com/journal/15740862

Doss, C. R. (2018). Women and agricultural productivity: Reframing the Issues. Development Policy Review, 36(1), 35–50. https://doi.org/https://doi.org/10.1111/dpr.12243

Eduafo, E., Antwi-Agyei, P., & Abunyewa, A. (2024). Digital agriculture and youth engagement in smallholder farming systems. Agricultural Systems, 214. https://doi.org/10.1016/j.agsy.2024.103840

Eid, E. M., & Galal, T. M. (2020). Uptake prediction of ten heavy metals by Corchorus olitorius L . cultivated in soil mixed with sewage sludge. July 2019, 1–13. https://doi.org/10.1002/fes3.203

Fabregas, R., Kremer, M., & Schilbach, F. (2019). Realizing the potential of digital development: The case of agricultural advice. 1328(December). https://doi.org/10.1126/science.aay3038

FAO. (2011). The State of Food and Agriculture 2010–2011: Women in agriculture—Closing the gender gap for development. Rome: Food and Agriculture Organization of the United Nations. https://www.fao.org/3/i2050e/i2050e.pdf

FAO. (2023). The State of Food Security and Nutrition in the World 2023: Urbanization, agrifood systems transformation and healthy diets across the rural–urban continuum. https://doi.org/10.4060/cc3017en

Faure, G., Desjeux, Y., & Gasselin, P. (2012). New Challenges in Agricultural Advisory Services from a Research Perspective: A Literature Review, Synthesis and Research Agenda. Journal of Agricultural Education and Extension, 18(5), 461–492. https://doi.org/10.1080/1389224X.2012.707063

Folke, C., Biggs, R., Norström, A., Reyers, B., & Rockström, J. (2016). Social-ecological resilience and biosphere-based sustainability science. Ecology and Society, 21(3), 41. https://scholar.sun.ac.za/bitstream/handle/10019.1/102069/folke_social_2016.pdf?sequence=1

Gershon Feder, D. F. (1991). Land Tenure and Property Rights: Theory and Implications for Development Policy. The World Bank Economic Review, 5(1), 135–153. https://doi.org/10.1093/wber/5.1.135

Gough, D., Oliver, S., & Thomas, J. (2017). An Introduction To Systematic Reviews.

GSMA. (2023). The Mobile Gender Gap Report 2023. https://www.gsma.com/r/mobilegendergap/

Gusenbauer, M., & Haddaway, N. R. (2020). Which academic search systems are suitable for systematic reviews or meta-analyses ? Evaluating retrieval qualities of Google Scholar , PubMed , and 26 other resources. Wiley, November 2018, 181–217. https://doi.org/10.1002/jrsm.1378

Hall, A. (2006). Improved collective decision-making in action for irrigated rice farmers in the Senegal River Valley. Agricultural Systems, 89(1–2), 299–323. https://doi.org/10.1016/j.agsy.2005.09.006

Han, G., & Niles, M. T. (2023). An adoption spectrum for sustainable agriculture practices: A new framework applied to cover crop adoption. Agricultural Systems, 212, 103771. https://doi.org/https://doi.org/10.1016/j.agsy.2023.103771

Hansen, J., Hellin, J., Rosenstock, T., Fisher, E., Cairns, J., Stirling, C., Lamanna, C., Etten, J. Van, Rose, A., & Campbell, B. (2019). Climate risk management and rural poverty reduction. Agricultural Systems, 172(July 2017), 28–46. https://doi.org/10.1016/j.agsy.2018.01.019

Heeks, R. (2017). Information and Communication Technology for Development ( ICT4D ). Routledge. https://api.taylorfrancis.com/content/books/mono/download?identifierName=doi&identifierValue=10.4324/9781315652603&type=googlepdf

Higgins, julian p. ., Thomas, J., Chandler, J., Cumpston, M., Li, T., Page, M. j, & Welch, V. A. (2019). Cochrane Handbook for Systematic Reviews of Interventions. Wiley Blackwell.

Hilbert, M. (2011). Digital gender divide or technologically empowered women in developing countries ? A typical case of lies , damned lies , and statistics. 1–25. https://papers.ssrn.com/sol3/Delivery.cfm?abstractid=2039116

Hilbert, M. (2016). The bad news is that the digital access divide is here to stay : 2014, 1–23. https://escholarship.org/content/qt2jp4w5rq/qt2jp4w5rq_noSplash_e65d1adb8533923a57dff5f69f155dd2.pdf

Hofstede, G. (2001). Culture’s consequences: Comparing values, behaviors, institutions, and organizations across nations. Sage publication.

Hong, quan nha, Fabregues, S., Bartlett, G., Boardman, F., Cargo, M., & Dagenais, P. (2018). The Mixed Methods Appraisal Tool (MMAT) version 2018 for information professionals and researchers Quan Nha HONG. Education for Information, 1–9. https://doi.org/10.3233/EFI-180221.

Ikeoji, C. N., & Agbidi, S. S. (2022). Improving extension agents and cassava farmers ’ attitude and resilience to end poverty in a pandemic era. Agricultural Economics Review, 45–60. https://www.researchgate.net/profile/Aondonenge-Teran/publication/362058731_FAMAN_34TH_ANNUAL_CONFERENCE/links/62d3f1e8d351bd24f51f0e87/FAMAN-34TH-ANNUAL-CONFERENCE.pdf

IPPC. (2022). Climate change 2022: Impacts, adaptation and vulnerability. https://doi.org/10.1017/9781009325844

Ittersum, V., K., M., van Bussel, L. G., Wolf, J., Grassini, P., van Wart, J., Guilpart, N., & Cassman, K. G. (. (2016). Translating the Sustainable Development Goals into action: A participatory backcasting approach for developing national agricultural transformation pathways. Global Food Security, 10, 71–79. https://doi.org/10.1016/j.gfs.2016.08.002

Karimi, S., Chizari, M., & Biemans, H. (2018). Farmer satisfaction with agricultural extension services. Journal of Agricultural Education and Extension, 24(3), 263–278. https://doi.org/10.1080/1389224X.2018.1432490

Kassie, M., Jaleta, M., Shiferaw, B., Mmbando, F., & Mekuria, M. (2013). Technological Forecasting & Social Change Adoption of interrelated sustainable agricultural practices in smallholder systems : Evidence from rural Tanzania. 80, 525–540. https://www.academia.edu/download/95640209/j.techfore.2012.08.00720221212-1-1q80u1.pdf

Kim, J., Mason, N. M., Mather, D., & Wu, F. (2021). The effects of the national agricultural input voucher scheme (NAIVS) on sustainable intensification of maize production in Tanzania. Journal of Agricultural Economics, 72(3), 857–877. https://doi.org/https://doi.org/10.1111/1477-9552.12431

Kitchenham, B., & Brereton, P. (2013). A systematic review of systematic review process research in software engineering. Information and Software Technology, 55(12), 2049–2075. https://doi.org/10.1016/j.infsof.2013.07.010

Klerkx, L., & Begemann, S. (2020). Supporting food systems transformation : The what , why , who , where and how of mission-oriented agricultural innovation systems. Agricultural Systems, 184(June), 102901. https://doi.org/10.1016/j.agsy.2020.102901

Klerkx, L., Jakku, E., & Labarthe, P. (2019). NJAS - Wageningen Journal of Life Sciences A review of social science on digital agriculture , smart farming and agriculture 4 . 0 : New contributions and a future research agenda. NJAS - Wageningen Journal of Life Sciences, 90–91(November), 100315. https://doi.org/10.1016/j.njas.2019.100315

Klerkx, L., Jakku, E., & Labarthe, P. (2022). A review of social science on digital agriculture , smart farming and agriculture 4 . 0 : New contributions and a future research agenda. NJAS - Wageningen Journal of Life Sciences, 90–91, 100315. https://doi.org/10.1016/j.njas.2019.100315

Klerkx, L., & Leeuwis, C. (2009). Establishment and embedding of innovation brokers at different innovation system levels: Insights from the Dutch agricultural sector. Technological Forecasting and Social Change, 78(6), 849–860. https://doi.org/10.1016/j.techfore.2008.10.001

Klerkx, L., Van Mierlo, B., & Leeuwis, C. (2012a). Evolution of systems approaches to agricultural innovation. Agricultural Systems, 108, 1–10. https://doi.org/10.1016/j.agsy.2012.04.002

Klerkx, L., Van Mierlo, B., & Leeuwis, C. (2012b). Evolution of systems approaches to agricultural innovation. https://www.academia.edu/download/96101363/978-94-007-4503-2.pdf#page=456

Kraemer-Mbula, E., Tijssen, R., Wallace, M. L., & McLean, R. (2021). Transforming research excellence: New ideas from the global south. Research Policy, 50(9). https://doi.org/10.1016/j.respol.2021.104295

Kuhmonen, I., & Kuhmonen, T. (2023). Transitions through the dynamics of adaptive cycles: Evolution of the Finnish agrifood system. Agricultural Systems, 206(August 2022), 103604. https://doi.org/10.1016/j.agsy.2023.103604

Kusek, J. Z., & Rist, R. C. (2004). Ten Steps to a Results-Based Monitoring and Evaluation System. World Bank.

Lawrence, J., Blackett, P., & Cradock-henry, N. A. (2020). Cascading climate change impacts and implications. Climate Risk Management, 29(August 2019), 100234. https://doi.org/10.1016/j.crm.2020.100234

Lee-geiller, S., & David, T. (2019). Using government websites to enhance democratic E-governance : A conceptual model for evaluation. 36(February), 208–225. https://www.academia.edu/download/64283728/GIQ_DEWEM_2019.pdf

Lequieu, A. M. (2017). “ We made the choice to stick it out ” : Negotiating a stable home in the rural , American Rust Belt. 53, 202–213. https://www.academia.edu/download/56680871/wemadethechoice_writingsample_AML.pdf

Lowder, S. K., Skoet, J., & Raney, T. (2016). The Number , Size , and Distribution of Farms , Smallholder Farms , and Family Farms Worldwide q. World Development, 87, 16–29. https://doi.org/10.1016/j.worlddev.2015.10.041

Mahlangu, S., Van der Merwe, M., & Zwane, E. (2021). Sustainability of agricultural extension programmes. Journal of Agricultural Education and Extension, 27(4), 495–512. Journal of Agricultural Education and Extension

Mansuri, G., & Rao, V. (2013). Localizing Development: Does Participation Work? World Bank. 10.1596/978-0-8213-8256-1

Marvin, H. J. P., & Bouzembrak, Y. (2020). A system approach towards prediction of food safety hazards : Impact of climate and agrichemical use on the occurrence of food safety hazards. Agricultural Systems, 178(November 2019), 102760. https://doi.org/10.1016/j.agsy.2019.102760

Meena, R. S., Kumar, S., & Bohra, J. S. (2022). Digital agriculture advisory services and climate-smart farming adoption. Environmental Development, 44. https://doi.org/10.1016/j.envdev.2022.100729

Mehrabi, Z., McDowell, M., & Ricciardi, V. (2021). The digital revolution in agriculture. Nature Food, 2, 104–109. https://doi.org/10.1038/s43016-021-00225-2

Meinzen-dick, R., Quisumbing, A., Doss, C., & Theis, S. (2019). Women ’ s land rights as a pathway to poverty reduction : Framework and review of available evidence. Agricultural Systems, 172(November 2017), 72–82. https://doi.org/10.1016/j.agsy.2017.10.009

Meza, F., Darbyshire, R., Farrell, A., Lakso, A., Lawson, J., Meinke, H., Nelson, G., & Stockle, C. (2023). Assessing temperature-based adaptation limits to climate change of temperate perennial fruit crops. Global Change Biology, 29(9), 2557–2571. https://doi.org/10.1111/gcb.16601

Mockshell, J., & Birner, R. (2020). Who has the better story? On the narrative foundations of agricultural development dichotomies. World Development, 135, 105043. https://doi.org/10.1016/j.worlddev.2020.105043

Mongeon, P., & Paul-hus, A. (2016). The Journal Coverage of Web of Science and Scopus : a Comparative Analysis. 1–17.

Muzorewa, T., & Chitakira, M. (2025). Farmer field schools and climate adaptation capacity among smallholder farmers. Journal of Rural Studies, 104,.

Ndimbo, J., Mdoe, N., & Boniface, G. (2024). Digital literacy and adoption of agricultural advisory services among smallholder farmers. Agricultural Systems, 214. https://doi.org/10.1016/j.agsy.2024.103843

Ngowi, H., Mtega, W., & Sanga, C. (2015). Information and communication technologies for agricultural extension in developing countries. Information Development, 31(2), 126–135. https://doi.org/10.1177/0266666913516008

Norman, D., & Draper, S. (2016). User-centered system design: New perspectives on human–computer interaction. CRC Press. https://doi.org/10.1201/b15703

North, D. C. (1990). Institutions, institutional change and economic performance. Cambridge University Press.

Novotny, I. P., Boul, N., Attiogb, K. S., Fousseni, F., Dray, A., & Waeber, P. O. (2024). Exploring farmer choices in Southern Togo : Utilizing a strategy game to understand decision-making in agricultural practices. 218(October 2023). https://doi.org/10.1016/j.agsy.2024.103960

Nthoesane, M., & Teele, R. (2024). Youth perceptions of agriculture and the role of social media in rural transformation. Journal of Rural Studies, 105. https://doi.org/10.1016/j.jrurstud.2024.103250

Okoye, C., Onyeneke, R., & Igberi, C. (2021). The effects of the national agricultural input voucher scheme (NAIVS) on sustainable intensification of maize production in Tanzania. Journal of Agricultural Economics, 72(3), 876–895. https://doi.org/10.1111/1477-9552.12431

Ostrom, E. (1990). Governing the commons: The evolution of institutions for collective action. Cambridge University Press.

Page, M. J., Mckenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., Chou, R., Glanville, J., Grimshaw, J. M., Hróbjartsson, A., Lalu, M. M., Li, T., Loder, E. W., Mayo-wilson, E., Mcdonald, S., … Moher, D. (2021). The PRISMA 2020 statement : an updated guideline for reporting systematic reviews. BMJ. https://doi.org/10.1136/bmj.n71

Page, M. J., Moher, D., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., Chou, R., Glanville, J., Grimshaw, J. M., Hróbjartsson, A., Lalu, M. M., Li, T., Loder, E. W., Mayo-wilson, E., Mcdonald, S., … Prisma, M. (2021). RESEARCH METHODS AND REPORTING PRISMA 2020 explanation and elaboration : updated guidance and exemplars for reporting systematic reviews review findings . The Preferred. BMJ. https://doi.org/10.1136/bmj.n160

Pingali, P. L. (2012a). Green Revolution: Impacts, limits, and the path ahead. 109(31), 12302–12308. https://doi.org/10.1073/pnas.0912953109

Pingali, P. L. (2012b). Green revolution: Impacts, limits, andthe path ahead. Proceedings of the National Academy of Sciences of the United States of America, 109(31), 12302–12308. https://doi.org/10.1073/pnas.0912953109

Platteau, & Jean-Philippe. (2019). Elite Capture in Participatory Development. World Development.

Pretty, J., Benton, T. G., Bharucha, Z. P., Dicks, L. V., Flora, C. B., Godfray, H. C. J., & Wratten, S. (2018). Global assessment of agricultural system redesign for sustainable intensification. Nature Sustainability, 1(8), 441–446. https://doi.org/10.1038/s41893-018-0114-0

Putnam, R. D. (2009). Bowling Alone : America ’ s Declining Social Capital. 1–11. https://www.historyofsocialwork.org/1995_Putnam/1995, Putnam, bowling alone.pdf

Ragasa, C., Berhane, G., Tadesse, F., & Taffesse, A. (2021). Butterflies, organized crime, and “sad trees”: A critique of the Monarch Butterfly Biosphere Reserve Program in a context of rural violence. World Development, 142. https://doi.org/10.1016/j.worlddev.2021.105420

Ragasa, C., Berhane, G., Tadesse, F., & Taffesse, A. S. (2012). Gender Differences in Access to Extension Services and Agricultural Productivity. December. https://cgspace.cgiar.org/bitstreams/738b6913-c459-4c41-bf98-4a0253169bdb/download

Ragasa, C., Lambrecht, I., & Kufoalor, D. S. (2017). Limitations of Contract Farming as a Pro-poor Strategy : The Case of Maize Outgrower Schemes in Upper West Ghana. World Development, 102, 30–56. https://doi.org/10.1016/j.worlddev.2017.09.008

Rivera, W. M., Qamar, M. K., & Crowder, L. V. (2001). Agricultural and Rural Extension Worldwide : Options for Institutional Reform in the Developing Countries Agricultural and Rural Extension Worldwide : Options for Institutional Reform in the Developing Countries.

Rogers, E. M. (2003a). Diffusion of Innovations (5th ed.). Free Press.

Rogers, E. M. (2003b). DIFFUSION OF Third Edition.

Röling, N. G. (1988). Extension science: Information systems in agricultural development. Cambridge University Press.

Rothstein, B., & Stolle, D. (2008). The State and Social Capital An Institutional Theory of Generalized Trust. Comparative Politi, 441–459. https://lanekenworthy.net/wp-content/uploads/2018/01/reading-rothsteinstolle2008.pdf

Rotz, S. (2019). Household livelihood diversification and gender: Panel evidence from rural Kenya. Journal of Rural Studies, 69, 156–172. https://doi.org/10.1016/j.jrurstud.2019.03.001

Saha, S., & Sharma, N. (2023). Analysing Attitude of the Farmers Towards. August 2024. https://doi.org/10.54986/irjee/2023/jan

Schultz, T. W. (1964). Transforming Traditional Agriculture. Yale University Press.

Singh, N. K., Sunitha, N. H., Tripathi, G., Elizabeth, A., & Jeba, M. V. K. (2023). Impact of Digital Technologies in Agricultural Extension. 41(9), 963–970. https://doi.org/10.9734/AJAEES/2023/v41i92127

Snyder, H. (2019). Literature review as a research methodology : An overview and guidelines. Journal of Business Research, 104(August), 333–339. https://doi.org/10.1016/j.jbusres.2019.07.039

Steinke, J., Etten, J. Van, Müller, A., Ortiz-crespo, B., Gevel, V. De, Silvestri, S., Priebe, J., Steinke, J., Etten, J. Van, Müller, A., Ortiz-crespo, B., & Ortiz-crespo, B. (2021). Tapping the full potential of the digital revolution for agricultural extension : an emerging innovation agenda. International Journal of Agricultural Sustainability, 5903, 549–565. https://doi.org/10.1080/14735903.2020.1738754

Steinke, J., van Etten, J., Müller, A., Ortiz-Crespo, B., van de Gevel, J., Silvestri, S., & Priebe, J. (2021). Tapping the full potential of the digital revolution for agricultural extension: an emerging innovation agenda. International Journal of Agricultural Sustainability, 19(5–6), 549–565. https://doi.org/10.1080/14735903.2020.1738754

Stiglitz, J. E. (2000). T. contributions of the economics of information. Q. J. of E. (2000). The contributions of the economics of information to twentieth century economics. November, 1441–1478. https://academiccommons.columbia.edu/doi/10.7916/D8GM8HWG/download

Swanson, B. E. (2008). Global Review of Good Agricultural Extension and Advisory Service Practices. FAO.

Tadesse, B., Hailu, A., & Tesfaye, K. (2022). Farmers’ organizations and climate adaptation among smallholder farmers. Climate and Development, 14(6), 529–540. https://doi.org/10.1080/17565529.2021.1948290

Tedeeva, V., & Tedeeva, A. (2024). Soybean yield dependence on the timing of sowing in the conditions of the foothill zone of the RNO-Alania. E3S Web of Conferences, 480, 1–7. https://doi.org/10.1051/e3sconf/202448003028

Teshome, A., Tesfaye, K., & Holden, S. (2021). Agricultural extension and household resilience in Ethiopia. Food Security, 13, 1347–1362. https://doi.org/10.1007/s12571-021-01192-5

Timmer, C. P. (2015). Food security and scarcity. Food Policy. In scienceDirect (Vol. 49, Issue 2). https://doi.org/10.1016/j.foodpol.2014.10.005

Van Deursen, A., & Van Dijk, J. (2014). The digital divide shifts to differences in usage. New Media & Society, 15(3). https://doi.org/10.1177/1461444813487959

Van Dijk, J. (2020). The digital divide. Polity Press. https://doi.org/10.1002/9781119311827

Wolfert, S., Ge, L., Verdouw, C., & Bogaardt, M. (2017). Big Data in Smart Farming – A review. Agricultural Systems, 153, 69–80. https://doi.org/10.1016/j.agsy.2017.01.023

World, B. (2022). Data-driven digital agriculture.

Zeweld, W., Huylenbroeck, G., Tesfay, G., Azadi, H., & Speelman, S. (2019). Economic viability for deploying hydroponic system in emerging countries: A differentiated risk adjustment proposal. Land Use Policy, 84, 211–219. https://doi.org/10.1016/j.landusepol.2019.02.020

Zhao, J., Bai, W., Zeng, Q., Song, S., Zhang, M., Li, X., Hou, L., Xiao, Y., Luo, M., Li, D., Luo, X., & Pei, Y. (2015). Moderately enhancing cytokinin level by down-regulation of GhCKX expression in cotton concurrently increases fiber and seed yield. Molecular Breeding, 35(2). https://doi.org/10.1007/s11032-015-0232-6

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Gunawan. (2026). Navigasi Penyuluhan Pertanian Era Digital: Transformasi, Indikator Keberhasilan, dan Model Hibrid Global. PT. Ghani Press Group. https://e-book.ghanipress.com/index.php/ghanipress/catalog/book/41