Inequality and Preference: Leveraging Digital ICT Applications for Knowledge-Intensive Agriculture

Authors

  • Ahmad Badari Burhan IPB University
  • Djuara P. Lubis Department of Communication Science and Community Development, Faculty of Human Ecology, IPB University
  • Rilus A. Kinseng Department of Communication Science and Community Development, Faculty of Human Ecology, IPB University
  • Andi M. Faisal Bakti Faculty of Communication and Da’wa, UIN Syarif Hidayatullah Jakarta

DOI:

https://doi.org/10.29313/mediator.v16i1.2214

Keywords:

agricultural applications, farmers’ characteristics, farmers’ community on Facebook group, farmers’ WhatsApp groups, Internet and YouTube information resources

Abstract

Digital ICT plays a strategic role in transforming input-intensive to knowledge-intensive agriculture. Its use has close relations to the farmers’ characteristics. This study aims to analyze the farmers’ characteristics and the intensity of utilizing various digital ICT applications/platforms. The survey was conducted on 150 smartphone-using farmers from Boyolali District, Central Java Province, Indonesia, accompanied by interviews and online observations. This research identifies digital divides and inequalities in leveraging Android farming applications, Facebook groups of farmers, WAG of farmers’ groups, Internet/Google information resources and YouTube. The correlation test indicated a significant correlation between gender, age, education, farming land area, farm income, internet quota budget, the availability of PC/Laptop (besides smartphones), and participation in farmers’ group with the intensity of leveraging some digital ICT applications. These correlations are unique and reflect farmers’ receptions and preferences for using digital ICT applications. This novelty is crucial for the development of knowledge-intensive agriculture that emphasizes the strategic role of development communication to facilitate knowledge sharing, involvement, and capacity development among farmers. Without understanding farmers’ characteristics and vulnerabilities, digital divide and inequality among farmers will continue to be reproduced.

References

Adams, A., Omari, R., & Teng-Viel, K. R. (2020). Smartphone Usage in the Greater Accra Region of Ghana: What are the Critical Drivers? International Journal of Asian Social Science, 10(2), 129-141. https://doi.org/10.18488/ journal.1.2020.102.129.141.

ADB. (2018). Solutions for Agricultural Transformation: Insights on Knowledge-Intensive Agriculture. Manila: Asian Development Bank. https://dx.doi.org/10.22617/ TCS179115-2.

Aker, J. C., Ghosh, I., & Burrell, J. (2016). The Promise (and Pitfalls) of ICT for Agriculture Initiatives. Agriculture Economics, 47(1), 35-48. https://doi. org/10.1111/agec.12301.

Ali, M., Man, N., & Muharam, F. M. (2019). Association between Socio- Demographic Features and Intention of Farmers to Use ICT for Agricultural Risk Management in Malaysia. Pakistan Journal of Agriculture, 35(1), 50-56. https://pjaaevs.sau.edu.pk/ index.php/ojs/article/view/315.

Anunobi, C. P., & Anunobi, C. V. (2018). Improving Rural Farmers’ Access to Information through ICT Based Extension Information Services, Proceeding of IFLA WLIC 2018– Transform Libraries, Transform Societies, Kuala Lumpur, Malaysia, August 24-30. https://library.ifla.org/ id/eprint/2197/.

Astuti, N. A. R., & Hadiyanto. (2018). Hubungan Motivasi dan Penggunaan Aplikasi Petani sebagai Media Penyuluhan dengan Tingkat Kepuasan Petani. JSKPM, 2(2), 169-180. https:// doi.org/10.29244/jskpm.2.2.169-180.

Barbosa, J. Z., Prior, S. A., Pedreira, G. Q., Motta, A. C. V., Poggere, G. C., & Goularte, G. D. (2020). Global Trends in Apps for Agriculture. Multi-Science Journal, 3(1), 16-20. https://doi. org/10.33837/msj.v3i1.1095.

Barh, A., & Balakrishnan, M. (2018). Smart Phone Applications: Role in Agri-Information Dissemination. Agricultural Reviews, 39(1), 82-85. https://doi.org/10.18805/ag.R-1730.

Basnet, B., & Bang, J. (2018). The State-of-the-art of Knowledge-Intensive Agriculture: A Review on Applied Sensing Systems and Data Analytics. Journal of Sensors, 3, 1-13. https://doi. org/10.1155/2018/3528296.

Beza, E., Reidsma, P., Poortvliet, M., Belay, M. M., Bijen, B. S., & Kooistra, L. (2018). Exploring Farmers’ Intentions to Adopt Mobile Short Message Service (SMS) for Citizen Science in Agriculture. Computers and Electronics in Agriculture, 151, 295-310. https://doi.org/10.1016/j. compag.2018.06.015.

Burhan, A. B. (2018). Pemanfaatan Teknologi Informasi dan Komunikasi untuk Pengembangan Ekonomi Pertanian dan Pengentasan Kemiskinan. Jurnal Komunikasi Pembangunan, 16(2), 233-247. https://doi. org/10.46937/16201826338.

Burhan, A. B., Lubis, D. P., Kinseng, R. A., & Bakti, A. M. F. (2022). Utilization of Digital ICT among farmers in Brebes, Proceeding of the 2nd International Conference on Rural Socio-Economic Transformation: Agrarian, Ecology Communication and Community Development Perspectives, Bogor, September 14-15. http://dx.doi. org/10.4108/eai.29-4-2022.173973.

Chhachhar, A. R., Qureshi, B., Khushk, G. M., & Maher, Z. A. (2014). Use of Mobile Phone among Farmers for Agriculture Information. European Journal of Scientific Research, 119(2), 265-271. http://www. europeanjournalofscientificresearch. com/issues/EJSR_119_2.html.

Chikaire, J. U., Ani, A. O., Nnadi, F. N., & Godson-Ibeji, C. C. (2015). Analysis of Information and Communication Technology Roles in Poverty Reduction among Small and Medium Scale Farmers in Imo State, Nigeria. Library Philosophy and Practice, 1284, 1-13. http://digitalcommons.unl.edu/ libphilprac/1284.

Costopoulou, C., Ntalian, M., & Karetsos, S. (2016). Studying Mobile Apps for Agriculture. IOSR Journal of Mobile Computing & Application, 3(6), 44- 99. https://doi.org/10.9790/0050- 0304XXXX.

Creswell, J. W. (2014). Research Design: Qualitative, Quantitative, and Mixed Methods Approaches (4th ed.). Thousand Oaks, CA: SAGE Publications, Inc.

Deichmann, U., Goyal, A., & Mishra, D. (2016). Will Digital Technologies Transform Agriculture in Developing Countries? Agricultural Economics, 47(S1), 21–33. https://doi.org/10.1111/ agec.12300.

Dlodlo, N., & Kalezhi, J. (2015). The Internet of Things in Agriculture for Sustainable Rural Development, Proceeding of International Conference on Emerging Trends in Networks and Computer Communications, (ETNCC), Windhoek, May 17-20. https://doi. org/10.1109/ETNCC.2015.7184801.

Do, Q. D., Nguyen, T. K., Tran, T. T., Truong, T. B., Do, N. T., & Hoang, L. K. (2023). Determinants of Smartphone Adoption and Its Benefits to the Financial Performance of Agricultural Households: Evidence from Hoa Binh Province, Vietnam. Asian Journal of Agriculture and Rural Development, 13(1), 8–15. https://doi. org/10.55493/5005.v13i1.4709.

FAO. (2017). The Future of Food and Agriculture–Trends and Challenges. Rome: Food and Agriculture Organization of the United Nations.

Firdausi, I. A., Prayogi, I. A., & Pebriane S. (2022). Implications of Media Convergence in the Existence of Mass Media in Banten. Mediator: Jurnal Komunikasi, 15 (1), 118-128. https://doi.org/10.29313/mediator. v15i1.9964.

Fu, X., & Akter, S. (2016). The Impact of Mobile Phone Technology on Agricultural Extension Services Delivery: Evidence from India. The Journal of Development Studies, 52(11), 1561–1576. https://doi.org/10. 1080/00220388.2016.1146700.

Giller, K. E., Delaune, T., Silva, J. V., Descheemaeker, K., Ven, G. V. D., Narayanan, S., & Kishore, A. (2021). The Future of Farming: Who Will Produce Our Food? Food Security, 13, 1073-1099. https://doi.org/10.1007/ s12571-021-01184-6.

Gomiero, T. (2016). Soil Degradation, Land Scarcity and Food Security: Reviewing a Complex Challenge. Sustainability, 8(281), 1-41. https://doi.org/10.3390/ su8030281.

Harahap, A.R. 2016. Pemanfaatan Teknologi Informasi dan Komunikasi dalam Pemenuhan Informasi Bagi Rumah Tangga Usaha Pertanian di Kecamatan Halongonan Kabupaten Padang Lawas Utara. Penelitian Komunikasi dan Pembangunan, 17(2), 77–88. https:// doi.org/10.31346/jpikom.v17i2.876.

Hargittai, E., Piper, A. M., & Morris, M. R. (2019). From Internet Access to Internet Skills: Digital Inequality Among Older Adults. Universal Access in the Information Society, 18(4), 881- 890. https://doi.org/10.1007/s10209- 018-0617-5.

Hasan, F., Rahman, M. H., Hoque, M. J., Kamruzzaman, K., Rahman, M. A., Mojumder, S., & Talukdar, M. M. (2019). Farmers’ Awareness on Use of ICT in Farm Practices. Asian- Australasian Journal of Bioscience and Biotechnology, 4(1), 34-47. https:// doi.org/10.3329/aajbb.v4i1.64925.

Issahaku, H., Abu, B. M., & Nkegbe, P. K. (2017). Does the Use of Mobile Phones by Smallholder Maize Farmers Affect Productivity in Ghana? Journal of African Business, 19(3), 302–322. https://doi.org/10.1080/15228916.201 7.1416215.

Kailash, Mishra, O. P., Singh, S. K., Verma, H. K. & Kumar, L. (2017). Utilization Pattern of Mobile Phone Technology (Smart Phone) among the Farmers of Nagaur District in Rajasthan. Agriculture Update, 12(3), 399- 404. https://doi.org/10.15740/HAS/ AU/12.3/399-404.

Karetsos, S., Costopoulou, C., Gourdomichali, N., & Ntaliani, M. A. (2022). A Mobile App for Supporting Citrus Fruit Growers in Greece. Electronics, 11(3342), 1-12. https:// doi.org/10.3390/electronics11203342.

Kenny, U., & Regan, Á. (2021). Co- Designing a Smartphone App for and with Farmers: Empathising with End- Users’ Values And Needs. Journal of Rural Studies, 82, 148-160. https://doi. org/10.1016/j.jrurstud.2020.12.009.

Landmann, D., Lagerkvist, C. J., & Otter, V. (2021). Determinants of Small-Scale Farmers’ Intention to Use Smartphones for Generating Agricultural Knowledge in Developing Countries: Evidence From Rural India. The European Journal of Development Research, 33, 1435-1454. https://doi.org/10.1057/ s41287-020-00284-x.

Listiani, R., Setiyadi, A., & Santoso, S. I. (2019). Analisis Pendapatan Usahatani Padi di Kecamatan Mlonggo Kabupaten Jepara. Agrisocionomics: Jurnal Sosial Ekonomi Pertanian, 3(1), 50-58. https://doi.org/10.14710/ agrisocionomics.v3i1.4018.

Lubis, D., & Sulistiawati A. (2021). Digital Inequality and Development: Using Short Message Service for Agricultural Development in Indonesia. Journal of Hunan University Natural Sciences, 48(10), 605-614. http://jonuns. com/index.php/journal/article/ view/827/822.

Ma, W., Grafton, Q., & Renwick, A. (2018). Gender and Income Effects of Smartphone Use: The Case of Rural China, 3rd International Conference of Agricultural Economists, Vancouver, British Columbia, July 28-Agustus 2. https://doi.org/10.22004/ ag.econ.277310.

Masuka, B., Matenda, T., Chipomho, J., Mapope, N., Mupeti, S., Tatsvarei, S. & Ngezimana, W. (2016). Mobile Phone Use by Small-Scale Farmers: A Potential to Transform Production and Marketing in Zimbabwe. South African Journal of Agricultural Extension, 44(2), 121-135. http:// dx.doi.org/10.17159/2413-3221/2016/ v44n2a406.

Meemkena, E. M. & Bellemare, M. F. (2020). Smallholder Farmers and Contract Farming in Developing Countries. PNAS, 117(1), 259-264. https://doi. org/10.1073/pnas.1909501116.

Mishra, A., Yadav, O. P., Yadav, V., & Singh, S. P. (2020). Constraints Faced by Farmers and Suggestions for Effective Utilization of ICT Services in Agriculture in Central UP. The Pharma Innovation Journal, 9(2), 121-124. http://www.thepharmajournal.com/.

Mokhtar, W. N. H. W., Izhar, T. A. T., Zaini, M. K., & Hussin, N. (2022). The Importance of Digital Literacy Skills Among Farmers for Sustainable Food Security. International Journal of Academic Research in Business and Social Sciences, 12(1), 235–246. http://dx.doi.org/10.6007/IJARPED/ v11-i1/12104.

Narine, L. K., Harder, A., Roberts, G. (2019). Farmers’ Preferences for Modern Information Communication Technologies in Trinidad. Journal of International Agricultural and Extension Education, 26(3), 86- 104. https://doi.org/10.5191/ jiaee.2019.26306.

Nurrahmah, S. A. R., & Sulistiawati, A. (2022). Ragam Penggunaan Teknologi Informasi dan Komunikasi (TIK) untuk Informasi Pertanian di Masa Pandemi (Kasus: Anggota Serikat Petani Indonesia (SPI) Cabang Tuban, Kediri, dan Ponorogo, Jawa Timur). Jurnal Komunikasi Pembangunan, 20(01), 74-84. https:// doi.org/10.46937/20202239869.

Nyarko, D. A., & Kozári, J. (2021). Information and Communication Technologies (ICTs) Usage among Agricultural Extension Officers and Its Impact on Extension Delivery in Ghana. Journal of the Saudi Society of Agricultural Sciences, 20(3), 164-172. https://doi. org/10.1016/j.jssas.2021.01.002.

Onitsuka, K., Hidayat, A. R. R. T., & Huang, W. (2018). Challenges for the Next Level of Digital Divide in Rural Indonesian Communities. The Electronic Journal of Information Systems in Developing Countries (EJISDC), 84(2), 1-25. https://doi.org/10.1002/isd2.12021.

Park, S. (2017). Digital Inequalities in Rural Australia: A Double Jeopardy of Remoteness and Social Exclusion. Journal of Rural Studies, 54, 399- 407. https://doi.org/10.1016/j. jrurstud.2015.12.018.

Pongnumkul, S., Chaovalit, P., & Surasvadi, N. (2015). Applications of Smartphone- Based Sensors in Agriculture: A Systematic Review of Research. Journal of Sensors, 1-18. http://dx.doi. org/10.1155/2015/195308.

Putra, R. P., Rachmawati, I., & Cholifah, Y. W. (2021). Digital Information Media of the Salman ITB Halal Center in Improving Marketing Performance of Halal Lecture Program. Mediator: Jurnal Komunikasi, 14 (1), 42-53. https://doi.org/10.29313/mediator. v14i1.6992.

Ra, S., Ahmed, M. & Teng, P. S. (2019). Creating High-Tech ‘Agropreneurs’ through Education and Skills Development. International Journal of Training Research, 17(1), 41-53. https://doi.org/10.1080/14480220.201 9.1629736.

Rabbi, F., Idrees, M., Ali, S., Zamin, M., & Bilal, H. (2020). Farmers’ Perceptions and Adoption of Information and Communication Technologies (ICTs) in Peach (Prunus persica L.) Production and Marketing. Sarhad Journal of Agriculture, 36(3), 882-893. http://dx.doi.org/10.17582/journal. sja/2020/36.3.882.893.

Rathod, P., Chander, M., & Bardhan, D. (2016). Adoption Status and Influencing Factors of Mobile Telephony in Dairy Sector: A Study in Four States of India. Agricultural Economics Research Review, 29(1), 15-26. https://doi.org/10.5958/0974- 0279.2016.00015.X.

Rea, L. M., & Parker, R. A. (2014). Designing and Conducting Survey Research: A Comprehensive Guide (4th ed.). San Francisco, CA: John Wiley & Sons, Inc. http://dx.doi.org/10.13005/ ojcst/10.03.20.

Seminar, A. U., & Sarwoprasodjo, S. (2019). ICTs For Small Scale Farmers in Indonesia: How to Make It Possible? IOP Conference Series: Earth and Environmental Science, 335, 1-11. h t t p s : / /doi. o rg /10.1088/1755- 1315/335/1/012028.

Singh, S., Ahlawat, S., & Sanwal, S. (2017). Role of ICT in Agriculture: Policy Implications. Oriental Journal of Computer Science and Technology, 10(3), 691-697. http://dx.doi. org/10.13005/ojcst/10.03.20.

Subejo, Untari, D. W., Wati, R. I., & Mewasdinta, G. (2019). Modernization of Agriculture and Use of Information and Communication Technologies by Farmers in Coastal Yogyakarta. Indonesian Journal of Geography, 51(3), 332-345. https://doi. org/10.22146/ijg.41706.

Sumaryanti, I. U., & Yuniar, J. (2022). The Implication of Social Media Toward College Students’ Online Behavior in Bandung. Mediator: Jurnal Komunikasi, 15(1), 55-64. https://doi. org/10.29313/mediator.v15i1.8845.

Suryono, J., Rahayu, N. T., Astuti, P. I., & Widarwati, N. T. (2020). Successful Social Media Advertising Activities for Micro, Small and Medium Enterprises. Mediator: Jurnal Komunikasi, 13 (1), 108-117. https://doi.org/10.29313/ mediator.v13i1.5782.

Swaminathan, M., & Swaminathan, M. S. (2018). ICT and Agriculture. CSI Transactions on ICT, 6(3–4), 227–229. https://doi.org/10.1007/s40012-018- 0209-9.

Syiem, R., & Raj, S. (2015). Access and Usage Of ICTs for Agriculture and Rural Development by The Tribal Farmers in Meghalaya State of North- East India. Journal of Agricultural Informatics, 6(3), 24-41. https://doi. org/10.17700/jai.2015.6.3.190.

Tadesse, G., & Bahiigwa, G. (2015). Mobile Phones and Farmers’ Marketing Decisions in Ethiopia. World Development, 68, 296-307. https://doi. org/10.1016/j.worlddev.2014.12.010.

Tambade, L., Gonjari, P., & Singh, L. (2019). Analysis of YouTube Use Pattern among Farmers for Agro-advisory. Indian Journal of Extension Education, 55(1), 53–55. https://acspublisher. com/journals/index.php/ijee/article/ view/4617.

Tata, J. S., & McNamara, P. E. (2016). Social Factors that Influence Use of ICT in Agricultural Extension in Southern Africa. Agriculture, 6(15), 1-10. https:// doi.org/10.3390/agriculture6020015.

Teng, P. (2017). Knowledge Intensive Agriculture: The New Disruptor in World Food? RSIS Commentaries, 124. Singapore: Nanyang Technological University. https://hdl.handle. net/10356/83753.

Thakur, D., Chander, M., & Katoch, V. (2018). WhatsApp Model for Farmer Led Extension: Linking Actors and Generating Localized Information for Farmers. Asian Journal of Agricultural Extension, Economics & Sociology, 26(4), 1-8. https://doi.org/10.9734/ AJAEES/2018/43582.

Thar, S. P., Ramilan, T., Farquharson, R. J., Pang, A., & Chen, D. (2021). An Empirical Analysis of the Use of Agricultural Mobile Applications among Smallholder Farmers in Myanmar. The Electronic Journal of Information Systems in Developing Countries (EJISDC), 87(2), 1-14. https://doi.org/10.1002/isd2.12159.

Van Dijk, J. A. G. M. (2017). Digital Divide: Impact of Access, Rössler, P., Hoffner, C. A., & Van Zoonen, L. (eds.), The International Encyclopedia of Media Effects. Chichester, West Sussex, England: Wiley & Sons, Inc. https:// doi.org/10.1002/9781118783764. wbieme0043.

Verdier-Chouchane, A., & Karagueuzian, C. (2016). Moving Towards a Green Productive Agriculture in Africa: The Role of ICTs. Africa Economic Brief (AEB), 7(7), 1-12. https:// www.academia.edu/7489527/Africa_ Economic_Brief.

Zougmoré, R. B., & Partey, S. T. (2022). Gender Perspectives of ICT Utilization in Agriculture and Climate Response in West Africa: A Review. Sustainability, 14(12240), 1-15. https://doi. org/10.3390/ su14191224.

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27-06-2023