Sustainable Supply Chain Strategies to Enhance the Global Competitiveness of Clove Commodities in North Sulawesi
DOI:
https://doi.org/10.35800/jip.v14i1.67296Keywords:
Clove supply chain, sustainable supply chain, competitiveness, TOWS strategy, IFAS–EFAS, agricultural value chain, digital traceabilityAbstract
This study develops an integrated sustainable supply chain strategy to strengthen the global competitiveness of clove commodities in North Sulawesi. The research employs a qualitative descriptive approach, involving farmers, collectors, exporters, and government institutions, to examine supply chain conditions, identify internal and external strategic factors, and formulate actions to improve long-term competitiveness. Using SWOT, IFAS–EFAS, and TOWS analysis, the study reveals that intrinsic product quality, traditional knowledge, and strong social networks form the core strengths of the upstream actors, while major weaknesses include aging trees, inconsistent post-harvest quality, limited logistics infrastructure, and restricted market access. Externally, the clove sector has strong opportunities in premium global markets, digital supply chain transformation, certification potential, and product diversification; yet it faces significant threats, including international competition, price volatility, climate risks, and non-tariff trade barriers. The formulated strategies emphasize modernization of cultivation and post-harvest practices, digital traceability systems, structured replanting programs, cooperative-based distribution models, certification clusters, and the development of value-added derivative products. The study contributes a strategic roadmap that integrates sustainability, digitalization, and institutional collaboration to enhance supply chain efficiency, stabilize farmer welfare, and elevate the global market position of North Sulawesi cloves.
Keywords: Clove supply chain; sustainable supply chain; competitiveness; TOWS strategy; IFAS–EFAS; agricultural value chain; digital traceability.
References
[1] H. Lv et al., “Starch-based biodegradable active intelligent packaging with color superimposition via emulsion electrospinning nanofiber for meat freshness monitoring and shelf-life extension,” Carbohydr. Polym., vol. 367, p. 123940, 2025, doi: https://doi.org/10.1016/j.carbpol.2025.123940.
[2] L. Partzsch, “Hardening sustainability: Supply chain laws complement cocoa and coffee certifications,” For. Policy Econ., vol. 181, p. 103661, 2025, doi: https://doi.org/10.1016/j.forpol.2025.103661.
[3] A. J. Acevedo-Urquiaga et al., “Neural network prediction of small business competitiveness under a sustainable short supply chain business model for rooftop agriculture in a Bogotá neighborhood,” Results Eng., vol. 28, p. 107938, 2025, doi: https://doi.org/10.1016/j.rineng.2025.107938.
[4] M. A. Al-Busaidi, D. J. Jukes, and S. Bose, “Seafood safety and quality: An analysis of the supply chain in the Sultanate of Oman,” Food Control, vol. 59, pp. 651–662, 2016, doi: https://doi.org/10.1016/j.foodcont.2015.06.023.
[5] G. Pagot and N. Andrighetto, “Fuel for collective action: A SWOT analysis to identify social barriers and drivers for a local woody biomass supply chain in an Italian alpine valley,” Heliyon, vol. 10, no. 19, p. e38170, 2024, doi: https://doi.org/10.1016/j.heliyon.2024.e38170.
[6] C. Xedzro, K. Tano-Debrah, and H. Nakano, “Antibacterial efficacies and time-kill kinetics of indigenous Ghanaian spice extracts against Listeria monocytogenes and some other food-borne pathogenic bacteria,” Microbiol. Res., vol. 258, p. 126980, 2022, doi: https://doi.org/10.1016/j.micres.2022.126980.
[7] S. Digiesi, F. Facchini, and B. Silvestri, “Green strategies to reduce the environmental impact of jam production,” Transp. Res. Procedia, vol. 67, pp. 72–82, 2022, doi: https://doi.org/10.1016/j.trpro.2022.12.037.
[8] Y. Zhang et al., “The encapsulation strategies of clove essential oil enhance its delivery effect in food preservation applications,” Food Chem., vol. 484, p. 144465, 2025, doi: https://doi.org/10.1016/j.foodchem.2025.144465.
[9] M. Golser, A. Hofer, J. Kargruber, and E. Rauch, “Integrating Stakeholder Engagement: Refining Engineering Education for the Mobility Value Chain in Industry 5.0,” Procedia Comput. Sci., vol. 253, pp. 964–973, 2025, doi: https://doi.org/10.1016/j.procs.2025.01.158.
[10] M. Subburaj, T. R. Babu, and B. S. Subramonian, “A Study on Strengthening the Operational Efficiency of Dairy Supply Chain in Tamilnadu, India,” Procedia - Soc. Behav. Sci., vol. 189, pp. 285–291, 2015, doi: https://doi.org/10.1016/j.sbspro.2015.03.224.
[11] S. Bag, M. S. Rahman, S. Routray, and R. Khurana, “Regenerative supply chain orientation and coopetition in supply chain networks for ESG initiatives: A parallel mediation study,” J. Bus. Res., vol. 201, p. 115685, 2025, doi: https://doi.org/10.1016/j.jbusres.2025.115685.
[12] A. M. Oumer, S. Diro, G. Taye, T. Mamo, and M. Jaleta, “Agricultural lime value chain efficiency for reducing soil acidity in Ethiopia,” Soil Secur., vol. 11, p. 100092, 2023, doi: https://doi.org/10.1016/j.soisec.2023.100092.
[13] M. A. Abdelkareem, A. G. Olabi, M. N. AlMallahi, M. Mahmoud, and M. Elgendi, “Contributions of electric vehicles towards the sustainable development goals,” Energy Convers. Manag. X, vol. 27, p. 101170, 2025, doi: https://doi.org/10.1016/j.ecmx.2025.101170.
[14] N. Uttam, P. Dutta, and A. Singh, “Unraveling and managing social sustainability tensions in supply chains: perspectives of small suppliers in the food processing sector,” Supply Chain Manag. An Int. J., vol. 30, no. 5, pp. 518–535, 2025, doi: https://doi.org/10.1108/SCM-08-2024-0498.
[15] M. Jenkins and M. Scott, “Navigating the supply chain life cycle: a roadmap for growth and transitional strategies across the stages of organizational evolution,” Supply Chain Manag. An Int. J., vol. 30, no. 4, pp. 424–451, 2025, doi: https://doi.org/10.1108/SCM-09-2024-0583.
[16] R. K. Singh, “Impact of net-zero policies on supply chain sustainability: mediating role of green technology adoption,” Supply Chain Manag. An Int. J., vol. 30, no. 5, pp. 552–565, 2025, doi: https://doi.org/10.1108/SCM-06-2025-0505.
[17] Y.-J. Chen, “Structured methodology for supplier selection and evaluation in a supply chain,” Inf. Sci. (Ny)., vol. 181, no. 9, pp. 1651–1670, 2011, doi: https://doi.org/10.1016/j.ins.2010.07.026.
[18] R. Chen and L. Govik, “A heroic vision for sustainability transitions: electrification through collaborative supply chain networks,” Supply Chain Manag. An Int. J., vol. 30, no. 7, pp. 116–130, 2024, doi: https://doi.org/10.1108/SCM-12-2024-0796.
[19] J. A. Cano, A. A. Londoño-Pineda, E. A. Campo, C. M. Bernal, A. P. Londoño, and O. M. Ospina, “Circular economy readiness index for supply chains: Evaluating industrial clusters in the Aburrá Valley,” Clean. Responsible Consum., vol. 19, p. 100345, 2025, doi: https://doi.org/10.1016/j.clrc.2025.100345.
[20] A. Aich and S. K. Ghosh, “Application of SWOT Analysis for the Selection of Technology for Processing and Disposal of MSW,” Procedia Environ. Sci., vol. 35, pp. 209–228, 2016, doi: https://doi.org/10.1016/j.proenv.2016.07.083.
[21] X. Huang, H. Huang, F. Zhang, and T. Li, “What it costs: Family firms’ supply chain efficiency losses,” Pacific-Basin Financ. J., vol. 94, p. 102959, 2025, doi: https://doi.org/10.1016/j.pacfin.2025.102959.
[22] S. Singh, R. P. Mohanty, S. K. Mangla, and V. Agrawal, “Critical success factors of additive manufacturing for higher sustainable competitive advantage in supply chains,” J. Clean. Prod., vol. 425, p. 138908, 2023, doi: https://doi.org/10.1016/j.jclepro.2023.138908.
[23] R. Klophaus, “AI-generated SWOT analysis of emerging technologies in air transportation: Potential and limitations,” Res. Transp. Bus. Manag., vol. 59, p. 101316, 2025, doi: https://doi.org/10.1016/j.rtbm.2025.101316.
[24] A. Khatun, S. Islam, R. Karmakar, and A. Garai, “Sustainable economic policies for a VMI-CS-based closed-loop supply chain with quality control measures under the carbon cap-and-trade regulation,” Clean. Logist. Supply Chain, p. 100280, 2025, doi: https://doi.org/10.1016/j.clscn.2025.100280.
[25] S. Deep, K. N. Jha, S. Vishnoi, A. Kumar, and P. B. Shetty, “Disruption to construction supply chains during COVID-19 in developing economies: A strategic framework for sustainable and resilient logistics,” Clean. Logist. Supply Chain, vol. 16, p. 100235, 2025, doi: https://doi.org/10.1016/j.clscn.2025.100235.
[26] M. Kumar, “Formulating a framework for sustainable circular supply chain management: integration of circular economy decoupled with Industry 4.0 attributes through Fuzzy–ISM approach,” Manag. Environ. Qual. An Int. J., vol. 36, no. 8, pp. 2189–2233, 2025, doi: https://doi.org/10.1108/MEQ-11-2023-0387.
[27] N. T. N. Trang and Y. Li, “Reverse supply chain for end- of- life vehicles treatment: An in- depth content review,” Resour. Conserv. Recycl. Adv., vol. 17, p. 200128, 2023, doi: https://doi.org/10.1016/j.rcradv.2022.200128.
[28] A. Rashid and R. Rasheed, “Enabling coercive drivers with green supply chain management practices to gain performance nexus through external collaboration and monitoring,” Clean. Logist. Supply Chain, vol. 17, p. 100278, 2025, doi: https://doi.org/10.1016/j.clscn.2025.100278.
[29] L. Zhang, P. Jiang, Y. Zhang, Y. Van Fan, and Y. Geng, “Recycling impacts of renewable energy generation-related rare earth resources: A SWOT-based strategical analysis,” Energy, vol. 312, p. 133624, 2024, doi: https://doi.org/10.1016/j.energy.2024.133624.
[30] R. B. T.-R. M. in S. S. Alikhani, “Integrating sustainability and resilience in strategic supplier selection,” Elsevier, 2025. doi: https://doi.org/10.1016/B978-0-443-28993-4.00108-6.
[31] S. J. Hong, Z. Riahi, A. Khan, G. H. Shin, and J. T. Kim, “Advancements in metal–organic frameworks impregnated biopolymer-based smart packaging applications: Prospects and future direction,” Microchem. J., vol. 209, p. 112816, 2025, doi: https://doi.org/10.1016/j.microc.2025.112816.
[32] S. Gallego-García, D. Gallego-García, and M. García-García, “Sustainability in the agri-food supply chain: a combined digital twin and simulation approach for farmers,” Procedia Comput. Sci., vol. 217, pp. 1280–1295, 2023, doi: https://doi.org/10.1016/j.procs.2022.12.326.
[33] Y. D’Mello et al., “Supporting local communities of practice in sustainable supply chains: the case of Stocate in Montreal, Canada,” Sustain. Futur., vol. 10, p. 101355, 2025, doi: https://doi.org/10.1016/j.sftr.2025.101355.
[34] R. Collins and B. Dent, “Chapter 10 - Value chain management and postharvest handling,” W. J. Florkowski, N. H. Banks, R. L. Shewfelt, and S. E. B. T.-P. H. (Fourth E. Prussia, Eds., San Diego: Academic Press, 2022, pp. 319–341. doi: https://doi.org/10.1016/B978-0-12-822845-6.00010-5.
[35] L. Zhang et al., “Artificial intelligence-driven internet of things-based green supply chain for carbon reduction in sustainable manufacturing,” J. Environ. Manage., vol. 389, p. 126170, 2025, doi: https://doi.org/10.1016/j.jenvman.2025.126170.
[36] M. A. AL-Shboul, “Assessing sustainability of green supply chain performance: The roles of agile innovative products, business intelligence readiness, innovative supply chain process integration, and lean supply chain capability as a mediating factor,” J. Open Innov. Technol. Mark. Complex., vol. 11, no. 1, p. 100476, 2025, doi: https://doi.org/10.1016/j.joitmc.2025.100476.
[37] C. Xu, A. M. Du, and B. Lin, “Robot adoption and corporate supply chain efficiency: Evidence from China,” Pacific-Basin Financ. J., vol. 94, p. 102958, 2025, doi: https://doi.org/10.1016/j.pacfin.2025.102958.
[38] F. Abdelfattah, H. Madi, M. Al-Washahi, A. AlAraimi, S. Nagi, and M. Abbas, “Harnessing Artificial Intelligence, Business Intelligence, and Digital Technologies for achieving supply chain excellence in Oman: Investigating the mediating role of predictive analytics,” J. Open Innov. Technol. Mark. Complex., vol. 11, no. 4, p. 100644, 2025, doi: https://doi.org/10.1016/j.joitmc.2025.100644.
[39] M. R. Karim, M. Dulal, F. Sakila, P. Aditi, S. J. Smrity, and N. N. Asha, “Analyzing the factors influencing sustainable supply chain management in the textile sector,” Clean. Logist. Supply Chain, vol. 13, p. 100183, 2024, doi: https://doi.org/10.1016/j.clscn.2024.100183.
[40] J. Su, Y. Chen, H. Liu, N. Zhang, and D. Wu, “Unveiling the knowledge spillover risk in high-tech industry supply chain: A multi-criteria classification assessment method,” Appl. Soft Comput., vol. 183, p. 113680, 2025, doi: https://doi.org/10.1016/j.asoc.2025.113680.
[41] A. Khodair, “Key embrace factors for designing sustainable supply chains in Egyptian Industry 4.0,” Bus. Process Manag. J., vol. 30, no. 4, pp. 1111–1130, 2024, doi: https://doi.org/10.1108/BPMJ-07-2023-0579.
[42] R. D. S. G. Pontes, D. N. Brandão, F. L. Usberti, and L. S. De Assis, “Multi-objective models for crop rotation planning problems,” Agric. Syst., vol. 219, p. 104050, 2024, doi: https://doi.org/10.1016/j.agsy.2024.104050.
[43] T. Kalimuthu, P. Kalpana, S. Kuppusamy, and V. Raja Sreedharan, “Intelligent decision-making framework for agriculture supply chain in emerging economies: Research opportunities and challenges,” Comput. Electron. Agric., vol. 219, p. 108766, 2024, doi: https://doi.org/10.1016/j.compag.2024.108766.
[44] M. R. Marcone, “Sustainable supply chain in a new technological era: the case of the Italian agrifood sector,” Eur. J. Innov. Manag., vol. 28, no. 11, pp. 321–348, 2025, doi: https://doi.org/10.1108/EJIM-04-2024-0421.
[45] S. Haque, D. Akbar, S. Kinnear, and A. Rahman, “A scoping review of export supply chain efficiency frameworks for perishable horticultural products,” Supply Chain Anal., vol. 10, p. 100112, 2025, doi: https://doi.org/10.1016/j.sca.2025.100112.
[46] L. Agnusdei, M. Krstić, P. Palmi, and P. P. Miglietta, “Digitalization as driver to achieve circularity in the agroindustry: A SWOT-ANP-ADAM approach,” Sci. Total Environ., vol. 882, p. 163441, 2023, doi: https://doi.org/10.1016/j.scitotenv.2023.163441.
[47] S. Nayeri, Z. Sazvar, and E. B. Tirkolaee, “Industry 5.0-driven circular supply chain network design: A novel multi-stage decision-making method,” Renew. Sustain. Energy Rev., vol. 226, p. 116420, 2026, doi: https://doi.org/10.1016/j.rser.2025.116420.
[48] R. Chaudhuri, B. Singh, A. K. Agrawal, S. Chatterjee, S. Gupta, and S. K. Mangla, “A TOE-DCV approach to green supply chain adoption for sustainable operations in the semiconductor industry,” Int. J. Prod. Econ., vol. 275, p. 109327, 2024, doi: https://doi.org/10.1016/j.ijpe.2024.109327.
[49] S. M. Moniruzzaman, M. J. Alam, D. Sharma, I. A. Begum, M. T. O. Patino, and A. M. McKenzie, “Value chain analysis of jute fiber in Bangladesh,” Soc. Sci. Humanit. Open, vol. 10, p. 101088, 2024, doi: https://doi.org/10.1016/j.ssaho.2024.101088.
[50] C. W. T. Fukuyama, L. G. R. Duarte, I. C. Pedrino, M. C. Mitsuyuki, S. B. Junior, and M. D. Ferreira, “Effect of carnauba wax nanoemulsion associated with Syzygium aromaticum and Mentha piperita essential oils as an alternative to extend lychee post-harvest shelf life,” Sustain. Food Technol., vol. 2, no. 2, pp. 426–436, 2024, doi: https://doi.org/10.1039/d3fb00251a.
[51] F. Sun, Z. Qu, B. Wu, and S. Bold, “Comparative analysis of international environmental policies and supply chain sustainability,” J. Environ. Manage., vol. 390, p. 126324, 2025, doi: https://doi.org/10.1016/j.jenvman.2025.126324.
[52] P. O. Mensah, J. Y. Yong, C. C. Dura, and H. K. Mensah, “Institutional networking capability as a catalyst for sustainable supply chains in the manufacturing sector of Ghana: The role of green human resource management strategy and green dynamic capability,” J. Environ. Manage., vol. 387, p. 125865, 2025, doi: https://doi.org/10.1016/j.jenvman.2025.125865.
[53] Q. Shi et al., “Optimizing strategies for the high-quality development of intelligent new energy vehicles: A case study of Anhui Province,” Sustain. Futur., vol. 10, p. 101362, 2025, doi: https://doi.org/10.1016/j.sftr.2025.101362.
[54] N. Sahani, “Application of hybrid SWOT-AHP-FuzzyAHP model for formulation and prioritization of ecotourism strategies in Western Himalaya, India,” Int. J. Geoheritage Park., vol. 9, no. 3, pp. 349–362, 2021, doi: https://doi.org/10.1016/j.ijgeop.2021.08.001.
[55] G. Browne de Deus Ribeiro, S. R. Valverde, A. de Cássia Oliveira Carneiro, M. Lopes da Silva, and G. A. dos Santos, “Strategic financial decision-making for forest bioenergy: investment scenarios and policy insights for charcoal enterprises in Brazil,” For. Policy Econ., vol. 181, p. 103659, 2025, doi: https://doi.org/10.1016/j.forpol.2025.103659.
[56] R. Alyamani, Y. A. Solangi, and D. Almakhles, “Assessing factors and resilience strategies for sustainable energy transition in Saudi Arabia: An integrated SWOT-TOWS analysis and decision-making framework,” Energy Policy, vol. 207, p. 114825, 2025, doi: https://doi.org/10.1016/j.enpol.2025.114825.
[57] A. M. A. O. Aljabary, F. H. Awlqadr, A. B. Altemimi, A. B. M. Abdulrahman, M. N. Saeed, and M. A. Hesarinejad, “Advances in oil-based edible coatings for postharvest preservation of fruits and vegetables: A comprehensive review of biopolymer types, functional plant oils, nanoemulsion systems, and application techniques,” J. Agric. Food Res., vol. 24, p. 102425, 2025, doi: https://doi.org/10.1016/j.jafr.2025.102425.
[58] R. Yu, H. Moon, T. C. E. Cheng, Y. Hou, and M. Song, “Supply chain effects of green Innovation: A cultural perspective on the performance of Chinese and Korean firm,” J. Environ. Manage., vol. 394, p. 127588, 2025, doi: https://doi.org/10.1016/j.jenvman.2025.127588.
[59] A. M. Kiloes et al., “Unravelling the provisioning system of a strategic food commodity to minimise import dependency: A study of garlic in Indonesia,” Food Policy, vol. 123, p. 102604, 2024, doi: https://doi.org/10.1016/j.foodpol.2024.102604.
[60] S. M. Zahraee and N. Shiwakoti, “A review of sustainable hydrogen energy by 2050: Supply chain, export markets, circular economy, social dimensions, and future prospects: Australia vs. worldwide,” Sustain. Futur., vol. 10, p. 101070, 2025, doi: https://doi.org/10.1016/j.sftr.2025.101070.
[61] F. A. Jam, I. Ali, N. Albishri, A. Mammadov, and A. K. Mohapatra, “How does the adoption of digital technologies in supply chain management enhance supply chain performance? A mediated and moderated model,” Technol. Forecast. Soc. Change, vol. 219, p. 124225, 2025, doi: https://doi.org/10.1016/j.techfore.2025.124225.
[62] I. Sharma, H. Sonar, N. Ghag, H. M. Belal, and M. A. Majeed, “Enhancing resilience in the fresh food supply chain: a managerial perspective through interpretive analysis,” Br. Food J., vol. 127, no. 12, pp. 4715–4741, 2025, doi: https://doi.org/10.1108/BFJ-03-2025-0319.
[63] Suhartono, A. Widiyanto, M. M. B. Utomo, and L. A. G. Pieter, “Strategies for sustainable business development through bamboo utilization: A case study in Mandalagiri Village, Tasikmalaya Regency, Indonesia,” Adv. Bamboo Sci., p. 100212, 2025, doi: https://doi.org/10.1016/j.bamboo.2025.100212.
[64] G. F. Vasconcelos and H. A. Castilho, “A SWOT analysis for the evolution of Brazil’s renewable energy sector,” Util. Policy, vol. 96, p. 101997, 2025, doi: https://doi.org/10.1016/j.jup.2025.101997.
[65] B. Baldassarre, T. Maury, N. Tazi, F. Mathieux, and S. Sala, “Increasing plastic circularity in the automotive sector: Supply chain analysis and policy options from the European Union (EU),” Resour. Conserv. Recycl., vol. 218, p. 108216, 2025, doi: https://doi.org/10.1016/j.resconrec.2025.108216.
[66] R. Agarwal, A. Mehrotra, H. Alofaysan, and R. V Mahto, “Digital technologies and green infrastructure: Advancing a resilient circular supply chain,” Technovation, vol. 148, p. 103329, 2025, doi: https://doi.org/10.1016/j.technovation.2025.103329.
[67] L. Abualigah, E. S. Hanandeh, R. A. Zitar, C.-L. Thanh, S. Khatir, and A. H. Gandomi, “Revolutionizing sustainable supply chain management: A review of metaheuristics,” Eng. Appl. Artif. Intell., vol. 126, p. 106839, 2023, doi: https://doi.org/10.1016/j.engappai.2023.106839.
Downloads
Published
How to Cite
License
Copyright (c) 2026 Indrie Debbie Palandeng, Maria V. J. Tielung, Shinta Jeanette C. Wangke , Johan Reineer Tumiwa

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
COPYRIGHT
Authors who publish with this journal agree to the following terms:
Authors hold their copyright and grant this journal the privilege of first publication, with the work simultaneously licensed under a Creative Commons Attribution License that permits others to impart the work with an acknowledgment of the work's origin and initial publication by this journal.
Authors can enter into separate or additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (for example, post it to an institutional repository or publish it in a book), with an acknowledgment of its underlying publication in this journal.
Authors are permitted and encouraged to post their work online (for example, in institutional repositories or on their website) as it can lead to productive exchanges, as well as earlier and greater citation of the published work (See The Effect of Open Access).


































