Smart urban farming: A triangulation-based framework for the practices identification
Main Article Content
Abstract
The agriculture sector in Malaysia faces structural challenges that contribute to food insecurity due to uncertainties in farm ownership, labour shortages, low productivity, limited automation and heavy reliance on foreign labour. To address these issues, the Malaysian government promotes smart urban farming (SUF) techniques. However, the technique requires higher initial costs due to its advanced technology. Evaluating these technologies through life cycle cost (LCC) assessment is crucial for informed decision-making. However, the accuracy of LCC data remains a challenge, necessitating in-depth research to identify relevant cost components. This study emphasised the use of a triangulation method, namely a Delphi survey and a case study, to identify SUF practices concerning LCC phases. This approach is effective in achieving expert consensus in areas with limited studies. The process included multiple rounds of semi-structured interviews, starting with problem area identification and panel member selection, followed by iterative Delphi rounds to reach a consensus on SUF practices to identify LCC components and phases. Each round refined the questions based on expert feedback to reach a final consensus on critical components and practices. The case study method provided practical insights and real-world validation, enhancing the robustness of the findings. The methodology ensured a comprehensive, unbiased and expert-driven identification of LCC components, offering a robust framework for enhancing the effectiveness of SUF practices. The findings highlight the structured process involved in each method used, emphasising the importance of comprehensive and expert-driven approaches in developing sustainable and economically viable urban farming systems.
Article Details

This work is licensed under a Creative Commons Attribution 4.0 International License.
References
Adler, M. and Ziglio, E. (1996). Gazing into the Oracle: The Delphi Method and its Application to Social Policy and Public Health. London: Jessica Kingsley Publishers.
Akaeze, O. and Nandwani, D. (2020). Urban agriculture in Asia to meet the food production challenges of urbanization: A review. Urban Agriculture and Regional Food Systems, 5(1): e20002. https://doi.org/10.1002/uar2.20002
Al-Kodmany, K. (2018). The vertical farm: A review of developments and implications for the vertical city. Buildings, 8(2): 24. https://doi.org/10.3390/buildings8020024
Altınpulluk, H., Kesim, M. and Kurubacak, G. (2020). The usability of augmented reality in open and distance learning systems: A qualitative Delphi study. Open Praxis, 12(2): 283–307. https://doi.org/10.5944/openpraxis.12.2.1017
Asia, D. (2017). Urban farming komuniti Presint 9 Putrajaya. Available at: https://destina.my/urban-farming-komuniti-presint-9-putrajaya
Avagianou, A. (1998). Ephorus on the founding of Delphi’s oracle. Greek, Roman and Byzantine Studies, 39(2): 121–136.
Birkby, J. (2016). Vertical farming. ATTRA Sustainable Agriculture, 2: 1–12.
Brown, J. (2018). Interviews, focus groups and Delphi techniques. In P. Brough (ed.), Advanced Research Methods for Applied Psychology. London: Routledge, 95–106. https://doi.org/10.4324/9781315517971-11
Campbell, L.K. (2016). Getting farming on the agenda: Planning, policymaking and governance practices of urban agriculture in New York City. Urban Forestry and Urban Greening, 19: 295–305. https://doi.org/10.1016/j.ufug.2016.03.011
Cano-Hila, A.B. (2020). Urban poverty. In R. Dilworth (ed.), Urban Studies. Oxford: Oxford University Press. https://doi.org/10.1093/obo/9780190922481-0037
Canton, H. (2021). Food and agriculture organization of the United Nations: FAQ. In The Europa Directory of International Organizations 2021. London: Routledge, 297–305. https://doi.org/10.4324/9781003179900-41
Chan, P. and Lee, M.H. (2019). Developing sustainable city indicators for Cambodia through Delphi processes of panel surveys. Sustainability, 11(11): 3166. https://doi.org/10.3390/su11113166
Chen, B., Miyagi, K., Namihira, T., Kayano, D., Aragaki, M. and Suzuki, S. (2024). What motivates urban dwellers to engage in urban farming? Sustainability, 16(16): 6876. https://doi.org/10.3390/su16166876
Critcher, C. and Gladstone, B. (1998). Utilizing the Delphi technique in policy discussion: A case study of a privatized utility in Britain. Public Administration, 76(3): 431–449. https://doi.org/10.1111/1467-9299.00110
DagangNews.com (2022). Kebun Komuniti UPM capai kejayaan bersama penduduk Taman Perwira. 4 September. https://www.dagangnews.com/kebun-komuniti-upm-capai-kejayaan-bersama-penduduk-taman-perwira-18945 [Accessed on 21 January 2023].
Dalkey, N. and Helmer, O. (1963). An experimental application of the Delphi method to the use of experts. Management Science, 9(3): 458–467. https://doi.org/10.1287/mnsc.9.3.458
Department of Statistics Malaysia (2023). Current Population Estimates, Malaysia: 2023. Putrajaya: Department of Statistics Malaysia.
Dorr, E., Sanyé-Mengual, E., Gabrielle, B., Grard, B.J.P. and Aubry, C. (2017). Proper selection of substrates and crops enhances the sustainability of Paris rooftop garden. Agronomy for Sustainable Development, 37: 51. https://doi.org/10.1007/s13593-017-0459-1
Emmett, J., Komm, A., Moritz, S. and Schultz, F. (2021). This time it’s personal: Shaping the “new possible” through employee experience. Available at: https://www.mckinsey.com/capabilities/people-and-organizational-performance/our-insights/this-time-its-personal-shaping-the-new-possible-through-employee-experience [Accessed on 21 January 2023].
Feret, B. and Marcinek, M. (1999). The future of the academic library and the academic librarian: A Delphi study. Librarian Career Development, 7(10): 91–107. https://doi.org/10.1108/09680819910301898
Hamidon, M.H., Aziz, S.A., Ahamed, T. and Mahadi, M.R. (2020). Design and development of smart vertical garden system for urban agriculture initiative in Malaysia. Jurnal Teknologi, 82(1): 19–27. https://doi.org/10.11113/jt.v82.13931
Hashim, N.H., Hussain, N.H.M. and Ismail, A. (2018). The rise of rooftop urban farming at George Town, Penang. Environment-Behaviour Proceedings Journal, 3(7): 351. https://doi.org/10.21834/e-bpj.v3i7.1242
Haugbølle, K. and Raffnsøe, LM. (2019). Rethinking life cycle cost drivers for sustainable office buildings in Denmark. Facilities, 37(9/10): 624–638. https://doi.org/10.1108/F-01-2018-0003
Humphrey-Murto, S. and De Wit, M. (2019). The Delphi method: More research please. Journal of Clinical Epidemiology, 106: 136–139. https://doi.org/10.1016/j.jclinepi.2018.10.011
Kementerian Perumahan dan Kerajaan Tempatan (2021). Garis Panduan Dasar Kebun Komuniti Bandar (DKKB). Putrajaya: Kementerian Perumahan dan Kerajaan Tempatan. Available at: https://www.kpkt.gov.my/kpkt/resources/user_1/MENGENAI%20KPKT/DASAR/DKKB.pdf [Accessed on 21 January 2023].
Keyvanfar, A., Shafaghat, A., Tan, S.I. and Mohamad, S. (2020). A sustainable urban farming index assessment model for evaluating food productivity that applies multi-criteria decision-making methods: A case study in Malaysia. Journal of Sustainability Science and Management, 15(7): 123–146.
Khan, M. (2019). Impact of urbanization on water resources of Pakistan: A review. NUST Journal of Engineering Sciences, 12(1): 1–8. https://doi.org/10.24949/njes.v12i1.230
Kim, C.-H. and Yeo, K. (2018). Beyond consensus: A review of Delphi research published in Malaysian social science journals. International Journal of Business and Society, 19(S2): 312–323.
Lakhiar, I.A., Gao, J., Syed, T.N., Chandio, F.A. and Buttar, N.A. (2018). Modern plant cultivation technologies in agriculture under controlled environment: a review on aeroponics. Journal of Plant Interactions, 13(1): 338–352. https://doi.org/10.1080/17429145.2018.1472308
Malik, M.A. (2022). Projek Rock Melon Hidroponik TKHM: Agrobank mula keluarkan hasil. MetroTV, 12 January.
Morris, T.H. (2020). Experiential learning: A systematic review and revision of Kolb’s model. Interactive Learning Environments, 28(8): 1064–1077. https://doi.org/10.1080/10494820.2019.1570279
Mullen, P.M. (2003). Delphi: Myths and reality. Journal of Health Organization and Management, 17(1): 37–52. https://doi.org/10.1108/14777260310469319
Musa, H.D., Yacob, M.R. and Abdullah, A.M. (2019). Delphi exploration of subjective well-being indicators for strategic urban planning towards sustainable development in Malaysia. Journal of Urban Management, 8(1): 28–41. https://doi.org/10.1016/j.jum.2018.08.001
Nafisi, N., Tahir, O.M., Nafisi, S. and Ishak, N. (2020). Effectiveness of urban farming program in providing multiple benefits to the urban community in Malaysia. Journal of Architectural Environment and Structural Engineering Research, 3(3): 4–9. https://doi.org/10.30564/jaeser.v3i3.2138
Nasa, P., Jain, R. and Juneja, D. (2021). Delphi methodology in healthcare research: How to decide its appropriateness. World Journal of Methodology, 11(4): 116–129. https://doi.org/10.5662/wjm.v11.i4.116
Nie, S. and Wang, L. (2024). Constructing an evaluation index system for clinical nursing practice teaching quality using a Delphi method and analytic hierarchy process-based approach. BMC Medical Education, 24(1): 1–13. https://doi.org/10.1186/s12909-024-05770-y
Noble, H. and Heale, R. (2019). Triangulation in research, with examples. Evidence-Based Nursing, 22(3): 67–68. https://doi.org/10.1136/ebnurs-2019-103145
Padel, S. and Midmore, P. (2005). The development of the European market for organic products: Insights from a Delphi study. British Food Journal, 107(8): 626–647. https://doi.org/10.1108/00070700510611011
Ramaloo, P., Siwar, C., Liong, C.Y. and Isahak, A. (2018). Identification of strategies for urban agriculture development: A swot analysis. Planning Malaysia Journal, 16(3): 320–331. https://doi.org/10.21837/pmjournal.v16.i7.521
Rittirong, J., Chuenglertsiri, P., Nitnara, P. and Phulkerd, S. (2024). Developing key indicators for sustainable food system: a comprehensive application of stakeholder consultations and Delphi method. Frontiers in Sustainable Food Systems, 8: 1367221. https://doi.org/10.3389/fsufs.2024.1367221
Rampasso, I.S., Quelhas, O.L., Anholon, R., Silva, D.A., Pontes, A.T., Miranda, J.D. and Dias, J.O. (2021). The bioeconomy in emerging economies: A study of the critical success factors based on life cycle assessment and Delphi and Fuzzy-Delphi methods. The International Journal of Life Cycle Assessment, 26(6): 1254–1266. https://doi.org/10.1007/s11367-021-01913-1
Rowe, G. and Wright, G. (1999). The Delphi technique as a forecasting tool: Issues and analysis. International Journal of Forecasting, 15(4): 353–375. https://doi.org/10.1016/S0169-2070(99)00018-7
Shahbaz, M., Loganathan, N., Muzaffar, A.T., Ahmed, K. and Jabran, M.A. (2016). How urbanization affects CO2 emissions in Malaysia? The application of STIRPAT model. Renewable and Sustainable Energy Reviews, 57: 83–93. https://doi.org/10.1016/j.rser.2015.12.096
Shariff, S., Katan, M., Ahmad, N.Z.A., Hussin, H. and Ismail, N.A. (2022). Towards achieving of long-term agriculture sustainability: A systematic review of Asian farmers’ modern technology farming behavioural intention and adoption’s key indicators. International Journal of Professional Business Review, 7(6): e01130. https://doi.org/10.26668/businessreview/2022.v7i6.1130
Sinar Harian (2022). BBP Temerloh manfaat kawasan terbiar usahakan kebun hidroponik. 17 May. https://www.sinarharian.com.my/article/202693/edisi/bbp-temerloh-manfaat-kawasan-terbiar-usahakan-kebun-hidroponik [Accessed on 21 January 2023].
Smith, C.A., Zaslawski, C. J., Zheng, Z., Cobbin, D., Cochrane, S., Lenon, G.B., Loyeung, B., Meier, P.C., Walsh, S., Xue, C.C., Zhang, A.L., Zhu, X. and Bensoussan, A. (2011). development of an instrument to assess the quality of acupuncture: Results from a Delphi process. The Journal of Alternative and Complementary Medicine, 17(5): 441–452. https://doi.org/10.1089/acm.2010.0457
Sourani, A. and Sohail, M. (2015). The Delphi method: Review and use in construction management research. International Journal of Construction Education and Research, 11(1): 54–76. https://doi.org/10.1080/15578771.2014.917132
Sroka, J. (2024). Social-emotional development knowledge and practices of parents of preschoolers who display challenging behavior: A qualitative case study. Phd diss.
Tacoli, C. (2020). Food (in)security in rapidly urbanizing, low-income contexts. In J. Crush, B. Frayne and G. Haysom (eds.), Handbook on Urban Food Security in the Global South. Cheltenham: Edward Elgar Publishing, 23–33. https://doi.org/10.4337/9781786431516.00007
Taherdoost, H. (2016). Validity and reliability of the research instrument; How to test the validation of a questionnaire/survey in a research. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3205040
The World Bank (2022). Population growth. Available at: https://data.worldbank.org/indicator/SP.POP.GROW
Velten, S., Jager, N.W. and Newig, J. (2021). Success of collaboration for sustainable agriculture: a case study meta-analysis. Environment, Development and Sustainability, 23(10): 14619–14641. https://doi.org/10.1007/s10668-021-01261-y
Von Braun, J., Afsana, K., Fresco, L.O. and Hassan, M.H.A. (2023). Food systems: Seven priorities to end hunger and protect the planet. In J. von Braun, K. Afsana, L.O. Fresco and M.H.A. Hassan (eds.), Science and Innovations for Food Systems Transformation. Berlin: Springer, 3–9. https://doi.org/10.1007/978-3-031-15703-5_1
Wallace, K., Kiatkoski Kim, M., Álvarez-Romero, J.G., Pannell, D., Hill, R. and Marshall, M. (2022). A well-being framework for cross-cultural assessment of development scenarios: A case study from North-Western Australia. People and Nature, 4(6): 1575–1591. https://doi.org/10.1002/pan3.10407
Whittinghill, L. and Sarr, S. (2021). Practices and barriers to sustainable urban agriculture: A case study of Louisville, Kentucky. Urban Science, 5(4): 92. https://doi.org/10.3390/urbansci5040092
Yoshida, S. and Yagi, H. (2023). Effects of sustainability practices on farm continuity in urban agriculture: From the creating shared value perspective. Sustainability (Switzerland), 15(21): 15463. https://doi.org/10.3390/su152115463
Yusoff, N.H., Hussain, M.R.M. and Tukiman, I. (2017). Roles of community towards urban farming activities. Planning Malaysia, 15(1). https://doi.org/10.21837/pm.v15i1.243 Zahro, F., Irham, I. and Degaf, A. (2021). Scrutinizing metadiscourse functions in Indonesian EFL students: a case study on the classroom written and spoken discourses. MEXTESOL Journal, 45(2): 14–27. https://doi.org/10.61871/mj.v45n2-1 Zainal, M. and Hamzah, S.R. (2018). Urban agriculture: The role of knowledge among farmer in Malaysia. International Journal of Academic Research in Business and Social Sciences, 7(14). https://doi.org/10.6007/IJARBSS/v7-i14/3653
Zheng, X., Easa, S. M., Yang, Z., Ji, T. and Jiang, Z. (2019). Life-cycle sustainability assessment of pavement maintenance alternatives: Methodology and case study. Journal of Cleaner Production, 213: 659–672. https://doi.org/10.1016/j.jclepro.2018.12.227
Zhou, Y., Wei, C. and Zhou, Y. (2023). How does urban farming benefit participants? Two case studies of the garden city initiative in Taipei. Land, 12(1): 55. https://doi.org/10.3390/land12010055