Evaluation of sustainable supply chain performance on apple chips using the integration of quality function deployment, fuzzy analytical network process, and data envelopment analysis

Awal Ramadan, Wike Agustin Prima Dania, Siti Asmaul Mustaniroh

Abstract


Batu City is the largest apple producer in Indonesia, producing around 55,891 tons. One way to optimize supply chains is sustainable supply chain performance in the economic, social, and environmental fields. Problems in apple chip small- and medium-scale enterprises (SMEs) are the price of apples increases in the dry season, accumulation of apple peel waste, and poor employee work performance. This study aimed to analyze the level of importance variables in measuring the supply chain performance level and the strategies to improve the supply chain of apple chips SMEs in Batu City. The integration of quality function deployment (QFD) and Fuzzy analytical network process (FANP) was used to obtain the level of cooperation interest. Data envelopment analysis (DEA) was used to determine the efficiency of each stakeholder's interest. The results showed that the three highest important cooperative behavior factors were production costs (0.16), raw material costs (0.15), and raw material inventory (0.14). The efficiency level of partner cooperation and apple chip SMEs from 17 SMEs indicated that two partners were inefficient, with an efficiency score of 0.973 (D3) and 0.957 (D4). The improvement strategies proposed to apple chip SMEs were reducing production costs, revising agreements between suppliers and farmers, and implementing information technology.


Keywords


Data envelopment analysis; Fuzzy analytical network process; Performance; Quality function deployment; Strategy; Sustainable supply chain

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References


Ahi, P., and Searcy, C. (2013) ‘A comparative literature analysis of definitions for green and sustainable supply chain management’, Journal of Cleaner Production, 52, pp. 329–41

Alzawawi, M. (2014) ‘Drivers and obstacles for creating sustainable supply chain management and operations’, In 2014 Zone I Student Papers Proceedings Archive; American Society for Engineering Education (ASEE), pp 1–8

Anizar, S. I., Yahya, I., and Yesika, N. (2018) ‘Application of quality function deployment (QFD) method and kano model to redesign fresh fruit bunches sorting tool’, IOP Conference Series: Materials Science and Engineering, 309, pp. 1-6

Anne, P., Robert, D., and Klassen. (2012) ‘Efficiency meets accountability: Performansi implications of supply chain configuration, control, and capabilities’, Journal of Operations Management, 29(3), pp. 212-223

Bahinipati, B., and Panigrahi, S. S. (2018) ‘Sustainable supply chain management A review of literature and implications for future research’, Management of Environmental Quality: An International Journal, 30(5), pp. 1001-1049

Choi, S., and Ng, A. (2012) ‘Environmental and economic dimensions of sustainability and price effects on consumer responses’, Journal of Business Ethics, 104(2), pp. 269–282

Dania, W. A. P., Xing, K., and Amer, Y. (2019) ‘An integrated collaboration framework for sustainable supply chain’, International Journal Supply Chain Management, 8(3), pp. 706-717

Dempsey, N., Bramley, G., Power, S., and Brown, C. (2012) ‘The social dimension of sustainable development: Defining urban social sustainability’, Sustainable Development, 19(5), pp. 289–300

Formentini, M., and Taticchi, P. (2015) ‘Corporate sustainability approaches and governance mechanisms in sustainable supply chain management’, Journal of Cleaner Production, 112(3), pp. 1920-1933

Ghasemi, V. M. (2012) ‘Multi-component balanced scorecard for perspectives efficiency measurement’, Applied Mathematical Sciences, 6(9), pp. 403 – 410

Govindan, K., Muduli, K., Devika, K., and Barve, A. (2016) ‘Investigation of the influential strength of factors on adoption of green supply chain management practices: An Indian mining scenario’, Resources, Conservation and Recycling, 107, pp. 185–194

Indonesian Statistics. (2018) Batu City Regional Statistics 2018. Available at: http://batukota.bps.go.id/data/publikasi/file/pb-201400035. Accessed on 29 June 2021) [In Indonesian]

Liebetruth, T. (2017) ‘Sustainability in performance measurement and management systems for supply chains’, Procedia Engineering, 192, pp. 539–544

Lu, R. X., Lee, P. K., and Cheng, T. C. E. (2012) ‘Socially responsible supplier development: Construct development and measurement validation’, International Journal of Production Economics, 140(1), pp. 160–167

Mani, V., Agrawal, R., and Sharma, V. (2014) ‘Supplier selection using social sustainability: AHP based approach in India’, International Strategic Management Review, 2(2), pp. 98–112

Mani, V., Gunasekaran, A., Papadopoulos, T., Hazen, B., and Dubey, R. (2016) ‘Supply chain social sustainability for developing nations: Evidence from India’, Resources, Conservation and Recycling, 111, pp. 42–52

Mathuramaytha, C. (2012) ‘Supply chain collaboration- what an outcome’, International Conference on Financial Management and Economics, 11, pp. 102-108

Muangpan, T., and Chaowarat, M. (2015) ‘Performance model of sustainable supply chain management: The structural equation model’, 4th Annual International Conference on Sustainable Energy and Environmental Sciences, 24(1), pp. 1-25

Neubert G. (2018) Collaboration and Integration Through Information Technologies in Supply Chains. France: Universite Lumiere

Park, J. H., Lee, J. K., and Yoo, J.S. (2015) ‘A framework for designing the balanced supply chain scorecard’, European Journal of Information Systems, 14, pp. 335-346

Qing, S. X., and Lazim, A. (2017) ‘A case study of coastal community on application of fuzzy analytic network process for determining weights of quality of life’, Journal of Sustainability Science and Management Special Issue, 3, pp. 153-164

Quezada, L. E., Hector, A., Pedro, I., and Astrid O. (2018) ‘Identifying causal relationship in strategy paps Using ANP and DEMANTEL’, Computer and Industrial Engineering. Santiago, 118, pp. 179-188

Shafiee, M., Farhad, H. L., and Hilda S. (2014) ‘Supply chain performance evaluation with data envelopment analysis and balanced scorecard approach’, Applied Mathematical Modelling, 38, pp. 5092-5112

Van Bommel, H. W. M. (2012) ‘A conceptual framework for analyzing sustainability strategies in industrial supply network from an innovative perspective’, Journal of Cleaner Production, 19(8), pp. 895–904

Wibowo, M, A., and Sholeh MS. (2015) ‘The analysis of supply chain performance measurement at construction project’, Procedia international conference of Euro Asia civil engineering forum, Universitas Diponegoro, Semarang, pp. 25-30

Wilding, R., Wagner, B., Ashby, A., Leat, M., and Hudson-Smith, M. (2012) ‘Making connections: a review of supply chain management and sustainability literature’, Supply Chain Management, 17(5), pp. 497–516




DOI: https://doi.org/10.21776/ub.afssaae.2023.006.01.4

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