e-ISSN 2231-8542
ISSN 1511-3701
Muslim Diekola Akanmu and Norshahrizan Nordin
Pertanika Journal of Tropical Agricultural Science, Volume 30, Issue 3, July 2022
DOI: https://doi.org/10.47836/pjst.30.3.29
Keywords: Food and beverages, industrial revolution 4.0 technologies, lean manufacturing practices, sustainable performance
Published on: 25 May 2022
The growing competition within manufacturing practices has motivated organizations to upgrade their conventional production system to a smart, sophisticated systems. This study evaluates the impact of lean manufacturing practices (LMP) and industrial revolution 4.0 technologies on sustainability in the food and beverages industry. Past literature has revealed that lean practices significantly affect sustainable performance. However, the integrated effects of lean manufacturing practices and IR 4.0 technologies on sustainable performance have not been examined empirically. In order to fill the void of this gap, this study intends to have a preliminary investigation of the combined effects of LMP and IR 4.0 technologies on sustainable performance, specifically in the food and beverages industry. Furthermore, the study aims to confirm the future direction of the food industry that is recently employing new technologies in its manufacturing systems. This study is underpinned by the theories of contingency and practice-based view by highlighting the contributions of operations management practices to implement successful strategies in enhancing sustainability performance in food and beverages companies through performance variations. This study extends the current literature on IR 4.0 technologies and lean manufacturing practices as enablers of economic, environmental, and social sustainability. Also, the study provides implications and future direction for industry consultants, practitioners, and academicians.
Abdulmalek, F. A., Rajgopal, J., & Needy, K. L. (2006). A classification scheme for the process industry to guide the implementation of lean. Engineering Management Journal, 18(2), 15-25. https://doi.org/10.1080/10429247.2006.11431690
Ahuett-Garza, H., & Kurfess, T. (2018). A brief discussion on the trends of habilitating technologies for Industry 4.0 and smart manufacturing. Manufacturing Letters, 15, 60-63. https://doi.org/10.1016/j.mfglet.2018.02.011
Akanmu, M. D., Bahaudin, A. Y. B., & Jamaludin, R. (2017). A partial least square structural equation modelling preliminary analysis on total quality management elements and environmental regulation and policy influencing organisational performance in the food and beverage companies of Malaysia. International Journal of Productivity and Quality Management, 22(1), 60-81. https://doi.org/10.1504/ijpqm.2017.085847
Akanmu, M. D., Hassan, M. G., & Bahaudin, A. Y. B. (2020). A preliminary analysis modeling of the relationship between quality management practices and sustainable performance. Quality Management Journal, 27(1), 37-61. https://doi.org/10.1080/10686967.2019.1689800
Akanmu, M. D., Hassan, M. G., Mohamad, B., & Nordin, N. (2021). Sustainability through TQM practices in the food and beverages industry. International Journal of Quality & Reliability Management, 1-30. https://doi.org/10.1108/IJQRM-05-2021-0143
Akdere, M., & Yilmaz, T. (2006). Team performance based compensation plans: Implications for human resources and quality improvement from agency theory perspective. International Journal of Human Resources Development and Management, 6(1), 77-91. https://doi.org/10.1504/ijhrdm.2006.009750
Akkerman, R., & van Donk, D. P. (2007). Product prioritization in a two-stage food production system with intermediate storage. International Journal of Production Economics, 108(1-2), 43-53. https://doi.org/10.1016/j.ijpe.2006.12.018
Alhuraish, I., Robledo, C., & Kobi, A. (2016). Assessment of lean manufacturing and six sigma operation with decision making based on the analytic hierarchy process. IFAC-PapersOnLine, 49(12), 59-64. https://doi.org/10.1016/j.ifacol.2016.07.550
Ali, H. H., & Alkayed, A. A. (2019). Constrains and barriers of implementing sustainability into architectural professional practice in Jordan. Alexandria Engineering Journal, 58(3), 1011-1023. https://doi.org/10.1016/j.aej.2019.09.003
Andiç, E., Yurt, Ö., & Baltacıoğlu, T. (2012). Green supply chains: Efforts and potential applications for the Turkish market. Resources, Conservation and Recycling, 58, 50-68. https://doi.org/10.1016/j.resconrec.2011.10.008
Arawati, A. (2005). The structural linkages between TQM, product quality performance, and business performance: Preliminary empirical study in electronics companies. Singapore Management Review, 27(1), 87-105.
Azizi, A. (2015). Evaluation improvement of production productivity performance using statistical process control, overall equipment efficiency, and autonomous maintenance. Procedia Manufacturing, 2, 186-190. https://doi.org/10.1016/j.promfg.2015.07.032
Baker, B. L. (2003). TQM practice and theory: A meta-analysis of empirical studies. Colorado Technical University.
Benavent, F. B., Cruz Ros, S., & Moreno‐Luzon, M. (2005). A model of quality management self‐assessment: An exploratory research. International Journal of Quality & Reliability Management, 22(5), 432-451. https://doi.org/10.1108/02656710510598366
Bergmiller, G. G. (2006). Lean manufacturers transcendence to green manufacturing: Correlating the diffusion of lean and green manufacturing systems (Doctoral dissertation). University of South Florida, USA. https://digitalcommons.usf.edu/etd/2457/
Bicheno, J., & Holweg, M. (2009). The lean toolbox: The essential guide to lean transformation. PICSIE Book.
Blome, C., Hollos, D., & Paulraj, A. (2014). Green procurement and green supplier development: Antecedents and effects on supplier performance. International Journal of Production Research, 52(1), 32-49. https://doi.org/10.1080/00207543.2013.825748
Boiral, O., Guillaumie, L., Heras-Saizarbitoria, I., & Tene, C. V. T. (2017). Adoption and outcomes of ISO 14001: A systematic review. International Journal of Management Reviews, 20(2), 411-432. https://doi.org/10.1111/ijmr.12139.
Brent, A. C., & Labuschagne, C. (2004). Sustainable life cycle management: Indicators to assess the sustainability of engineering projects and technologies. In 2004 IEEE International Engineering Management Conference (IEEE Cat. No. 04CH37574) (Vol. 1, pp. 99-103). IEEE. https://doi.org/10.1109/iemc.2004.1407084
Bromiley, P., & Rau, D. (2016). Operations management and the resource based view: Another view. Journal of Operations Management, 41(1), 95-106. https://doi.org/10.1016/j.jom.2015.11.003
Buer, S. V., Strandhagen, J. O., & Chan, F. T. S. (2018). The link between Industry 4.0 and lean manufacturing: Mapping current research and establishing a research agenda. International Journal of Production Research, 56(8), 2924-2940. https://doi.org/10.1080/00207543.2018.1442945
Burli, S., Bagodi, V., & Kotturshettar, B. (2012). TQM dimensions and their interrelationships in ISO certified engineering institutes of India. Benchmarking: An International Journal, 19(2), 177-192. https://doi.org/10.1108/14635771211224527
Busse, C. (2016). Doing well by doing good? The self-interest of buying firms and sustainable supply chain management. Journal of Supply Chain Management, 52(2), 28-47. https://doi.org/10.1111/jscm.12096
Busse, C., Schleper, M. C., Niu, M., & Wagner, S. M. (2016). Supplier development for sustainability: Contextual barriers in global supply chains. International Journal of Physical Distribution & Logistics Management, 46(5), 442-468. https://doi.org/10.1108/ijpdlm-12-2015-0300
Caiado, R. G. G., Quelhas, O. L. G., Nascimento, D. L. M., Anholon, R., & Filho, W. L. (2018). Measurement of sustainability performance in Brazilian organizations. International Journal of Sustainable Development and World Ecology, 25(4), 312-326.
Chan, H. K., He, H., & Wang, W. Y. C. (2012). Green marketing and its impact on supply chain management in industrial markets. Industrial Marketing Management, 41(4), 557-562. https://doi.org/10.1016/j.indmarman.2012.04.002
Chang, W., & Taylor, S. (2016). The effectiveness of customer participation in new product development: A meta-analysis. Journal of Marketing, 80(1), 47-64. https://doi.org/10.1509/jm.14.0057
Chen, C. C., Shih, H. S., Shyur, H. J., & Wu, K. S. (2012). A business strategy selection of green supply chain management via an analytic network process. Computers & Mathematics with Applications, 64(8), 2544-2557. https://doi.org/10.1016/j.camwa.2012.06.013
Cherrafi, A., Elfezazi, S., Chiarini, A., Mokhlis, A., & Benhida, K. (2016). The integration of lean manufacturing, six sigma and sustainability: A literature review and future research directions for developing a specific model. Journal of Cleaner Production, 139, 828-846. https://doi.org/10.1016/j.jclepro.2016.08.101
Chiarini, A. (2014). Sustainable manufacturing-greening processes using specific lean production tools: An empirical observation from European motorcycle component manufacturers. Journal of Cleaner Production, 85, 226-233.
Chien, M. K., & Shih, L. M. (2007). An empirical study of the implementation of green supply chain management practices in the electrical and electronic industry and their relation to organization performance. International Journal of Environmental Science and Technology, 4(3), 383-394.
Danarahmanto, P. A., Primiana, I., Azis, Y., & Kaltum, U. (2020). The sustainable performance of the digital start-up company based on customer participation, innovation, and business model. Business: Theory and Practice, 21(1), 115-124.
Dev, N. K., Shankar, R., & Qaiser, F. H. (2020). Industry 4.0 and circular economy: Operational excellence for sustainable reverse supply chain performance. Resources, Conservation and Recycling, 153, Article 104583.
Diekola, A. M. (2016). The moderating effect of environmental regulation and policy on the relationship between total quality management (TQM) and organizational performance in the Malaysian food and beverage companies (Master Thesis). Universiti Utara Malaysia, Malaysia. http://etd.uum.edu.my/6578/
Dora, M., Kumar, M., Van Goubergen, D., Molnar, A., & Gellynck, X. (2013). Food quality management system: Reviewing assessment strategies and a feasibility study for European food small and medium-sized enterprises. Food Control, 31(2), 607-616. https://doi.org/10.1016/j.foodcont.2012.12.006
Dües, C. M., Tan, K. H., & Lim, M. (2013). Green as the new Lean: How to use Lean practices as a catalyst to greening your supply chain. Journal of Cleaner Production, 40, 93-100. https://doi.org/10.1016/j.jclepro.2011.12.023.
Dunphy, D. (2011). Chapter 1 conceptualizing sustainability: The business opportunity. In G. Eweje & M. Perry (Eds.), Business and sustainability: Concepts, strategies and changes (pp. 3-24). Emerald Group Publishing Limited. https://doi.org/10.1108/s2043-9059(2011)0000003009
Ellram, L. M., Tate, W., & Carter, C. R. (2008). Applying 3DCE to environmentally responsible manufacturing practices. Journal of Cleaner Production, 16(15), 1620-1631. https://doi.org/10.1016/j.jclepro.2008.04.017
Eltayeb, T. K., Zailani, S., & Ramayah, T. (2011). Green supply chain initiatives among certified companies in Malaysia and environmental sustainability: Investigating the outcomes. Resources, Conservation and Recycling, 55(5), 495-506. https://doi.org/10.1016/j.resconrec.2010.09.003
Escrig-Tena, A. B. (2004). TQM as a competitive factor. International Journal of Quality & Reliability Management, 21(6), 612-637. https://doi.org/10.1108/02656710410542034
Fatorachian, H., & Kazemi, H. (2018). A critical investigation of Industry 4.0 in manufacturing: Theoretical operationalisation framework. Production Planning & Control, 29(8), 633-644. https://doi.org/10.1080/09537287.2018.1424960
FMM. (2017). Member Directory, Federation of Malaysian Manufacturers, Selangor. Federation of Malaysian Manufacturers.
Foerstl, K., Azadegan, A., Leppelt, T., & Hartmann, E. (2015). Drivers of supplier sustainability: Moving beyond compliance to commitment. Journal of Supply Chain Management, 51(1), 67-92. https://doi.org/10.1111/jscm.12067
Fotopoulos, C. V., & Psomas, E. L. (2010). The structural relationships between TQM factors and organizational performance. The TQM Journal, 22(5), 539-552. https://doi.org/10.1108/17542731011072874
Glover, J. L., Champion, D., Daniels, K. J., & Dainty, A. J. D. (2014). An institutional theory perspective on sustainable practices across the dairy supply chain. International Journal of Production Economics, 152, 102-111. https://doi.org/10.1016/j.ijpe.2013.12.027
Green, K. W., Zelbst, P. J., Meacham, J., & Bhadauria, V. S. (2012). Green supply chain management practices: Impact on performance. Supply Chain Management: An International Journal, 17(3), 290-305. https://doi.org/10.1108/13598541211227126
Guan, Y. H., Cheng, H. F., & Ye, Y. (2010). Performance evaluation of sustainable supply chain based on AHP and fuzzy comprehensive evaluation. In Applied Mechanics and Materials (Vol. 26, pp. 1004-1007). Trans Tech Publications Ltd. https://doi.org/10.4028/www.scientific.net/amm.26-28.1004
Haigh, N., & Hoffman, A. J. (2014). The new heretics: Hybrid organizations and the challenges they present to corporate sustainability. Organization & Environment, 27(3), 223-241. https://doi.org/10.1177/1086026614545345
Hallam, C. R., & Contreras, C. (2016). The interrelation of Lean and green manufacturing Practices: A case of push or pull in implementation. In 2016 Portland International Conference on Management of Engineering and Technology (PICMET) (pp. 1815-1823). IEEE Publishing.
Hassan, M. G., Akanmu, M. D., & Yusoff, R. Z. (2018). Technological integration and sustainable performance in manufacturing firms. International Journal of Technology, 9(8), 1639-1650. https://doi.org/10.14716/ijtech.v9i8.2747
Herrero, S. G., Saldaña, M. A. M., del Campo, M. A. M., & Ritzel, D. O. (2002). From the traditional concept of safety management to safety integrated with quality. Journal of Safety Research, 33(1), 1-20. https://doi.org/10.1016/s0022-4375(02)00008-7
Hofmann, H., Busse, C., Bode, C., & Henke, M. (2014). Sustainability-related supply chain risks: Conceptualization and management. Business Strategy and the Environment, 23(3), 160-172.
Iranmanesh, M., Zailani, S., Hyun, S. S., Ali, M. H., & Kim, K. (2019). Impact of lean manufacturing practices on firms’ sustainable performance: Lean culture as a moderator. Sustainability, 11(4), Article 1112. https://doi.org/10.3390/su11041112
Jakhar, S. K., Rathore, H., & Mangla, S. K. (2018). Is lean synergistic with sustainable supply chain? An empirical investigation from emerging economy. Resources, Conservation and Recycling, 139, 262-269.
Joo, J., & Shin, M. (2017). Building sustainable business ecosystems through customer participation: A lesson from South Korean cases. Asia Pacific Management Review, 23(1), 1-11. https://doi.org/10.1016/j.apmrv.2017.01.001
Kamble, S. S., Gunasekaran, A., & Gawankar, S. A. (2018a). Sustainable Industry 4.0 framework: A systematic literature review identifying the current trends and future perspectives. Process Safety and Environmental Protection, 117, 408-425. https://doi.org/10.1016/j.psep.2018.05.009.
Kamble, S. S., Gunasekaran, A., & Sharma, R. (2018b). Analysis of the driving and dependence power of barriers to adopt Industry 4.0 in Indian manufacturing industry. Computers in Industry, 101, 107-119. https://doi.org/10.1016/j.compind.2018.06.004
Kamble, S. S., Gunasekaran, A., & Gawankar, S. A. (2020). Achieving sustainable performance in a data-driven agriculture supply chain: A review for research and applications. International Journal of Production Economics, 219, 179-194. https://doi.org/10.1016/j.ijpe.2019.05.022
Kolberg, D., & D. Zühlke (2015). Lean automation enabled by Industry 4.0 technologies. IFAC-PapersOnLine, 48, 1870-1875. https://doi.org/10.1016/j.ifacol.2015.06.359
Konig, G., Silva, C. A., & Mhlanga, N. (2013). Enabling environments for agribusiness and agro-industries development. National Center for Agricultural Research and Documentation.
Kovilage, M. P. (2018, August 12-13). Influence of lean and green paradigms on supply chain performance: An interpretive structural modelling approach. In International Conference on Multidisciplinary Researches. Maldives National University, Maldives.
Kovilage, M. P. (2020). Influence of lean-green practices on organizational sustainable performance. Journal of Asian Business and Economic Studies, 28(2), 121-142. https://doi.org/10.1108/jabes-11-2019-0115
Krause, D. R., Scannell, T. V., & Calantone, R. J. (2000). A structural analysis of the effectiveness of buying firms’ strategies to improve supplier performance. Decision Sciences, 31(1), 33-55. https://doi.org/10.1111/j.1540-5915.2000.tb00923.x
Kumar, M., Antony, J., Singh, R. K., Tiwari, M. K., & Perry, D. (2006). Implementing the lean sigma framework in an Indian SME: A case study. Production Planning & Control, 17(4), 407-423. https://doi.org/10.1080/09537280500483350
Laureani, A., & Antony, J. (2017). Leadership characteristics for lean six sigma. Total Quality Management & Business Excellence, 28(3-4), 405-426. https://doi.org/10.1080/14783363.2015.1090291
Longoni, A., & Cagliano, R. (2015). Cross-functional executive involvement and worker involvement in lean manufacturing and sustainability alignment. International Journal of Operations & Production Management, 35(9), 1332-1358. https://doi.org/10.1108/ijopm-02-2015-0113
Martínez-Jurado, P. J., & Moyano-Fuentes, J. (2014). Lean management, supply chain management and sustainability: A literature review. Journal of Cleaner Production, 85, 134-150. https://doi.org/10.1016/j.jclepro.2013.09.042
Meudt, T., Metternich, J., & Abele, E. (2017). Value stream mapping 4.0: Holistic examination of value stream and information logistics in production. CIRP Annals, 66(1), 413-416. https://doi.org/10.1016/j.cirp.2017.04.005
MyCC. (2019). Strategic plan for competition advocacy & communication. Malaysia Competition Commission. www.Mycc.gov.my
Neuman, R. P., & Cavanagh, R. (2000). The six sigma way: How GE, Motorola, and other top companies are honing their performance. McGraw Hill Professional.
Nordin, N., Deros, B. M., & Wahab, D. A. (2014). Lean manufacturing implementation in malaysian automotive industry: An exploratory study. Operations and Supply Chain Management: An International Journal, 4(1), 21-30. https://doi.org/10.31387/oscm090053
Panwar, A., Nepal, B., Jain, R., Rathore, A. P. S., & Lyons, A. (2017). Understanding the linkages between lean practices and performance improvements in Indian process industries. Industrial Management & Data Systems, 117(2), 346-364. https://doi.org/10.1108/imds-01-2016-0035
Pei, Y. L., Amekudzi, A. A., Meyer, M. D., Barrella, E. M., & Ross, C. L. (2010). Performance measurement frameworks and development of effective sustainable transport strategies and indicators. Transportation Research Record: Journal of the Transportation Research Board, 2163(1), 73-80. https://doi.org/10.3141/2163-08
Sagandira, C., Nqeketo, S., Mhlana, K., Sonti, T., Watts, P., & Gaqa, S. (2022). Towards 4th industrial revolution efficient and sustainable continuous flow manufacturing of active pharmaceutical ingredients. Reaction Chemistry & Engineering, 7(2), 214-244. https://doi.org/10.1039/D1RE00483B
Saleh, A. S., & Ndubisi, N. O. (2006). An evaluation of SME development in Malaysia. International Review of Business Research Papers, 2(1), 1-14.
Salim, H. K., Padfield, R., Lee, C. T., Syayuti, K., Papargyropoulou, E., & Tham, M. H. (2018). An investigation of the drivers, barriers, and incentives for environmental management systems in the Malaysian food and beverage industry. Clean Technologies and Environmental Policy, 20(3), 529-538. https://doi.org/10.1007/s10098-017-1436-8
Sancha, C., Longoni, A., & Giménez, C. (2015). Sustainable supplier development practices: Drivers and enablers in a global context. Journal of Purchasing and Supply Management, 21(2), 95-102. https://doi.org/10.1016/j.pursup.2014.12.004
Sanders, A., Elangeswaran, C., & Wulfsberg, J. (2016). Industry 4.0 implies lean manufacturing: Research activities in industry 4.0 function as enablers for lean manufacturing. Journal of Industrial Engineering and Management, 9(3), 811-833. https://doi.org/10.3926/jiem.1940
Shah, R., & Ward, P. T. (2002). Lean manufacturing: Context, practice bundles, and performance. Journal of Operations Management, 21(2), 129-149. https://doi.org/10.1016/s0272-6963(02)00108-0
Shah, R., & Ward, P. T. (2007). Defining and developing measures of lean production. Journal of Operations Management, 25(4), 785-805.
Simpson, D., Power, D., & Samson, D. (2007). Greening the automotive supply chain: A relationship perspective. International Journal of Operations & Production Management, 27(1), 28-48. https://doi.org/10.1108/01443570710714529
Snee, R. D. (2010). Lean six sigma – getting better all the time. International Journal of Lean Six Sigma, 1(1), 9-29. https://doi.org/10.1108/20401461011033130
Sousa, R., & Voss, C. A. (2008). Contingency research in operations management practices. Journal of Operations Management, 26(6), 697-713. https://doi.org/10.1016/j.jom.2008.06.001
Thoben, K. D., Veigt, M., Lappe, D., Franke, M., Kück, M., Kolberg, D., Fahl, I., Zimmerling, R., Schlick, J., Stephan, P., & Guth, P. (2014, June 4). Towards networking logistics resources to enable a demand-driven material supply for lean production systems-basic concept and potential of a cyber-physical logistics system. In 7th International Scientific Symposium on Logistics (pp. 42-69). Cologne, Germany.
Tortorella, G. L., & Fettermann, D. (2018). Implementation of Industry 4.0 and lean production in Brazilian manufacturing companies. International Journal of Production Research, 56(8), 2975-2987. https://doi.org/10.1080/00207543.2017.1391420.
Vachon, S. (2007). Green supply chain practices and the selection of environmental technologies. International Journal of Production Research, 45(18-19), 4357-4379. https://doi.org/10.1080/00207540701440303
Vachon, S., & Klassen, R. D. (2006). Green project partnership in the supply chain: The case of the package printing industry. Journal of Cleaner Production, 14(6-7), 661-671. https://doi.org/10.1016/j.jclepro.2005.07.014
Womack, J. P., Jones, D. T., & Roos, D. (2007). The machine that changed the world: The story of lean production - Toyota’s secret weapon in the global car wars that is now revolutionizing world industry. Free Press.
Yang, C., Lan, S., Shen, W., Huang, G. Q., Wang, X., & Lin, T. (2017). Towards product customization and personalization in IoT-enabled cloud manufacturing. Cluster Computing, 20(2), 1717-1730. https://doi.org/10.1007/s10586-017-0767-x.
Yusuf, Y., Gunasekaran, A., & Dan, G. (2007). Implementation of TQM in China and organisation performance: An empirical investigation. Total Quality Management & Business Excellence, 18(5), 509-530. https://doi.org/10.1080/14783360701239982
Zelbst, P. J., Green Jr, K. W., Sower, V. E., & Abshire, R. D. (2014). Impact of RFID and information sharing on JIT, TQM and operational performance. Management Research Review, 37(11), 970-989. https://doi.org/10.1108/mrr-10-2014-273
Zhu, Q., Geng, Y., & Lai, K. (2010). Circular economy practices among Chinese manufacturers varying in environmental-oriented supply chain cooperation and the performance implications. Journal of Environmental Management, 91(6), 1324-1331. https://doi.org/10.1016/j.jenvman.2010.02.013
Zhu, Q., Sarkis, J., & Lai, K. (2012). Green supply chain management innovation diffusion and its relationship to organizational improvement: An ecological modernization perspective. Journal of Engineering and Technology Management, 29(1), 168-185. https://doi.org/10.1016/j.jengtecman.2011.09.012
Zikmund, W. G., Babin, B. J., Carr, J. C., & Griffin, M. (2010). Business research methods (8th Ed.). Nelson Education, Ltd.
ISSN 1511-3701
e-ISSN 2231-8542