Effect of digital platforms on Return on Investment.
DOI:
https://doi.org/10.4314/academicus.v4i2.7%20Palavras-chave:
Agricultural marketing Information, Digital platforms, Return on Investment, Transaction Cost, M-Kilimo, MarketResumo
This study investigates the effect of digital platform usage on Return on Investment (ROI) among smallholder onion farmers at the Igomelo Irrigation Scheme in Tanzania. Using a cross-sectional survey of 399 farmers, the Two-Stage Least Squares (2SLS) model was applied to account for endogeneity between digital adoption and ROI. Results reveal that digital platforms such as WhatsApp, Facebook, Instagram, E-Kilimo, and Fresh Kilimo significantly enhance ROI by improving market access, reducing transaction costs, and increasing marketing efficiency. Instagram and Facebook demonstrated the strongest positive effects, highlighting their role in connecting farmers to premium buyers and transparent pricing systems. Household size, land ownership, and access to credit and extension services were also positively associated with higher ROI, reflecting the importance of socioeconomic and institutional support. The findings underscore that digital platforms are vital for transforming smallholder agriculture by fostering informed decision-making, lowering marketing inefficiencies, and promoting inclusive growth. Policy efforts should focus on improving digital literacy, connectivity, and financial inclusion to sustain ROI growth.
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Abate, G. T., Abay, K. A., Chamberlin, J., Kassim, Y., Spielman, D. J., & Paul Jr Tabe-Ojong, M. (2023). Digital tools and agricultural market transformation in Africa: Why are they not at scale yet, and what will it take to get there? Food Policy, 116(March 2022), 102439. https://doi.org/10.1016/j.foodpol.2023.102439
Abioye, D. O., Popoola, O., Akande, A., Fadare, D. A., Omitoyin, S. A., Yinusa, B., & Kolade, O. O. (2024). Farmers’ willingness to adopt digital application tools in Ogun State, Nigeria. Journal of Strategy and Management, 2000002865. https://doi.org/10.1108/JSMA-06-2023-0135
Addison, M., Bonuedi, I., Arhin, A. A., Wadei, B., Owusu-addo, E., Antoh, E. F., & Mensah-odum, N. (2024). Heliyon Exploring the impact of agricultural digitalization on smallholder farmers’ livelihoods in Ghana. Heliyon, 10(6), e27541. https://doi.org/10.1016/j.heliyon.2024.e27541
Ahmad, A. B., Frangieh, R. H., Abu-alsondos, I. A., & Nser, K. (2024). Measuring the ROI of paid advertising campaigns in digital marketing and its effect on business profitability. January. https://doi.org/10.5267/j.uscm.2023.11.009
Aker, J. C. (2011). Does Digital Divide or Provide? The Impact of Cell Phones on Grain Markets in Niger. SSRN Electronic Journal, 154. https://doi.org/10.2139/ssrn.1093374
Barzel, Y. (2016). Transaction Costs : Are They Just Costs ? Author ( s ): Yoram Barzel Source : Zeitschrift für die gesamte Staatswissenschaft / Journal of Institutional and Theoretical Economics , Bd . 141 , H . 1 ., 2nd Symposium on The New Institutional Economics Publis. März 1985, 4–16.
Baumüller, H., Ikpi, U., Jumpah, E. T., Kamau, G., Kergna, A. O., Mose, L., Nientao, A., Omari, R., Phillip, D., & Salasya, B. (2023). Building digital bridges in African value chains: Exploring linkages between ICT use and social capital in agricultural marketing. Journal of Rural Studies, 100(April), 103002. https://doi.org/10.1016/j.jrurstud.2023.03.010
Cimino, A., Coniglio, I. M., Corvello, V., Longo, F., Sagawa, J. K., & Solina, V. (2024). Exploring small farmers behavioral intention to adopt digital platforms for sustainable and successful agricultural ecosystems. Technological Forecasting and Social Change, 204(May), 123436. https://doi.org/10.1016/j.techfore.2024.123436
FAO. (2002). Chapter 1 Agricultural And Food Marketing.
Fatih Atli, H. (2024). Digital marketing in the agricultural sector and digital transformation in agricultural marketing. 8th International Tokyo COnference on Innovative Studies of Contemporary Sciences, February, 2–12. https://doi.org/10.13140/RG.2.2.17968.37122
Gizachew, F., Kuma, B., Tafesse, A., & Lambamo, A. (2024). Digital tools and welfare : adoption determinants among ginger producers in Southern and Central Ethiopia. November. https://doi.org/10.3389/fsufs.2024.1443775
Han, L., & Id, Z. Z. (2023). Impact of digital finance on enterprise green innovation : From the perspective of information asymmetry , consumer demand and factor market distortions (Issue September 2020). https://doi.org/10.1371/journal.pone.0295809
Jadhav, A., & Collins, K. (2023). Digital Agriculture Ecosystem (Issue September). https://doi.org/10.1007/978-3-031-67679-6_2
Jung, S., & Shegai, V. (2023). The Impact of Digital Marketing Innovation on Firm Performance : Mediation by Marketing Capability and Moderation by Firm Size.
Kanellos, N., Karountzos, P., Giannakopoulos, N. T., Terzi, M. C., & Sakas, D. P. (2024). Digital Marketing Strategies and Profitability in the Agri-Food Industry: Resource Efficiency and Value Chains. Sustainability (Switzerland), 16(14). https://doi.org/10.3390/su16145889
Kaske, F., Kügler, M., & Smolnik, S. (2012). Return on investment in social media - Does the hype pay off? Towards an assessment of the profitability of social media in organizations. Proceedings of the Annual Hawaii International Conference on System Sciences, 3898–3907. https://doi.org/10.1109/HICSS.2012.504
Kiarie, H. (2020). Determinants of digital technologies adoption among small scale farmers in Kenya - a case of Embu and Kirinyaga Counties. Strathmore University.
Kitole, F. A., Mkuna, E., & Sesabo, J. K. (2024). Smart Agricultural Technology Digitalization and agricultural transformation in developing countries : Empirical evidence from Tanzania agriculture sector. Smart Agricultural Technology, 7(December 2023), 100379. https://doi.org/10.1016/j.atech.2023.100379
Klerkx, L., Jakku, E., & Labarthe, P. (2019). 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
Kos, D., & Kloppenburg, S. (2019). Digital technologies, hyper-transparency and smallholder farmer inclusion in global value chains. Current Opinion in Environmental Sustainability, 41, 56–63. https://doi.org/10.1016/j.cosust.2019.10.011
Levi, R., Rajan, M., Singhvi, S., & Zheng, Y. (2020). Improving Farmers’ Income on Online Agri-platforms : Evidence from the Field. Mondiale 2008, 1–32.
Magesa, M. (2021). Agricultural market information in developing countries: A literature review. Agricultural Economics (Czech Republic), 67(11), 468–477. https://doi.org/10.17221/129/2021-AGRICECON
Magesa, M. M., Michael, K., & Ko, J. (2020). Access and use of agricultural market information by smallholder farmers : Measuring informational capabilities. February, 1–21. https://doi.org/10.1002/isd2.12134
Magesa, M., Michael, K., & Ko, J. (2021). Agricultural market information in developing countries: A literature review. Agricultural Economics (Czech Republic), 67(11), 468–477. https://doi.org/10.17221/129/2021-AGRICECON
Maina, F., Mburu, J., & Nyang, H. (2024). Drivers of extent of commercialization of potato farming through digital marketing platforms in Nakuru County, Kenya. February. https://doi.org/10.3389/fsufs.2024.1307978
Mapiye, O., Makombe, G., Molotsi, A., Dzama, K., & Mapiye, C. (2023). Information and communication technologies ( ICTs ): The potential for enhancing the dissemination of agricultural information and services to smallholder farmers in sub-Saharan Africa. Information Development, 39(3), 638–658. https://doi.org/10.1177/02666669211064847
Mendes, J. de J., Carrer, M. J., Vinholis, M. de M. B., & Meirelles de Souza Filho, H. (2024). Adoption and impacts of messaging applications and participation in agricultural information-sharing groups: an empirical analysis with Brazilian farmers. Journal of Agribusiness in Developing and Emerging Economies, 14(4), 676–693. https://doi.org/10.1108/JADEE-09-2022-0194
Nagle, F., Seamans, R., & Tadelis, S. (2020). Transaction Cost Economics in the Digital Economy: A Research Agenda. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3661856
Nwangwu, K., Onyenekwe, C., Opata, P., Ume, C., & Ume, N. N. C. (2024). Can digital technology promote market participation among smallholder farmers ? 27(4), 706–728. https://doi.org/10.22434/IFAMR2023.0065
Rickard, M. (2021). Values of social media within online Irish SMEs: Methodological approaches used to understand the return on investment (ROI) of social media [Master's thesis, National College of Ireland]. NORMA Open Access Repository.
Shahab, S., & Lades, L. K. (2024). Sludge and transaction costs. Behavioural Public Policy, 8(2), 327–348. https://doi.org/10.1017/bpp.2021.12
Solekan, M., Soedirman, U. J., Faisal, H. N., Tulungagung, U., & Sriwijaya, P. N. (2024). Sustainability Innovation: Digital Marketing of. 2(6), 1624–1638.
Thakur, P., Mehta, P., Devi, C., Sharma, P., Singh, K. K., Yadav, S., Lal, P., Raghav, Y. S., Kapoor, P., & Mishra, P. (2023). Marketing performance and factors influencing farmers choice for agricultural output marketing channels: the case of garden pea (Pisum sativum) in India. Frontiers in Sustainable Food Systems, 7. https://doi.org/10.3389/fsufs.2023.1270121
Tollens, E. (2006). Market Information Systems in sub-Sahara Africa Challenges and Opportunities Eric. https://ideas.repec.org/p/ags/iaae06/25590.html
Uy, T. C., Limnirankul, B., Kramol, P., Sen, L. T. H., Hung, H. G., Kanjina, S., & Sirisunyaluck, R. (2024). Social Media adoption for agricultural development: Insights from smallholders in central Vietnam. Information Development. https://doi.org/10.1177/02666669241261355
Villar, P. F., Kozakiewicz, T., Bachina, V., Young, S., & Shisler, S. (2023). PROTOCOL: The effects of agricultural output market access interventions on agricultural, socio-economic and food and nutrition security outcomes in low- and middle-income countries: A systematic review. Campbell Systematic Reviews, 19(3). https://doi.org/10.1002/cl2.1348
Walelign, S. Z., & Kassie, W. A. (2024). The effect of agricultural information provision on smallholders ’ technology adoption and yield : experimental evidence from Ethiopia. August, 1–19. https://doi.org/10.3389/fsufs.2024.1421442
Xu, D., Bian, Y., Rong, J., Wang, J., & Yin, B. (2019). Study on clustering of free-floating bike-sharing parking time series in Beijing subway stations. Sustainability (Switzerland), 11(19), 1–20. https://doi.org/10.3390/su11195439
Yogesh, S. G. (2023). Farmers ’ Profitability through Online Sales of Organic Vegetables and Fruits during the COVID-19 Pandemic — An Empirical Study.
Yousuf, A. (2017). Transaction Costs: A Conceptual Framework. International Journal of Engineering and Management Sciences, 2(3), 131–139. https://doi.org/10.21791/ijems.2017.3.13
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