Big-data analytics framework for incorporating smallholders in sustainable palm oil production

Production Planning and Control

Volumn 28, Issue 16, 2017, Pages 1365-1377

  Shukla, Manish ^a   Tiwari, Manoj Kumar ^b  

^a DURHAM UNIVERSITY   (United Kingdom)

^b INDIAN INSTITUTE OF TECHNOLOGY   (India)

Author keywords

Big data analytics; new technologies; palm oil; roundtable on sustainable palm oil; sustainable production

Indexed keywords

BIG DATA; OIL SHALE; SUPPLY CHAINS; WELL STIMULATION;

BUSINESS SCENARIO; CAPACITY CONSTRAINTS; CERTIFICATION PROCESS; CUTTING EDGE TECHNOLOGY; DATA ANALYTICS; OIL SUPPLY CHAIN; SECONDARY SOURCES; SUSTAINABLE PRODUCTION;

PALM OIL;

EID: 85031015042     PISSN: 09537287     EISSN: 13665871     Source Type: Journal    
DOI: 10.1080/09537287.2017.1375145     Document Type: Article

References (53)

1. Bacon, C. M., V., Ernesto Méndez, M. E. F., Gómez, D., Stuart, and S. R. D., Flores. 2008. “Are Sustainable Coffee Certifications Enough to Secure Farmer Livelihoods? The Millenium Development Goals and Nicaragua's Fair Trade Cooperatives.” Globalizations 5 (2): 259–274.10.1080/14747730802057688
2. Barber, K. D., R., Beach, and J., Zolkiewski. 2012. “Environmental Sustainability: A Value Cycle Research Agenda.” Production Planning & Control 23 (2–3): 105–119.10.1080/09537287.2011.591621
3. Bitzer, V., M., Francken, and P., Glasbergen. 2008. “Inter-Sectoral Partnerships for a Sustainable Coffee Chain: Really Addressing Sustainability or Just Picking (Coffee) Cherries?” Global Environmental Change 18 (2): 271–284.10.1016/j.gloenvcha.2008.01.002
4. Bourlakis, M., G., Maglaras, D., Gallear, and C., Fotopoulos. 2014. “Examining Sustainability Performance in the Supply Chain: The Case of the Greek Dairy Sector.” Industrial Marketing Management 43 (1): 56–66.10.1016/j.indmarman.2013.08.002
5. de Brito, M. P., V., Carbone, and C. M., Blanquart. 2008. “Towards a Sustainable Fashion Retail Supply Chain in Europe: Organisation and Performance.” International Journal of Production Economics 114 (2): 534–553.10.1016/j.ijpe.2007.06.012
6. Brundtland, G. H., 1985. “World Commission on Environment and Development.” Environmental Policy and Law 14 (1): 26–30.
7. Carter, C. R., and P., Liane Easton. 2011. “Sustainable Supply Chain Management: Evolution and Future Directions.” International Journal of Physical Distribution & Logistics Management 41 (1): 46–62.10.1108/09600031111101420
8. Carter, C. R., and D. S., Rogers. 2008. “A Framework of Sustainable Supply Chain Management: Moving toward New Theory.” International Journal of Physical Distribution & Logistics Management 38 (5): 360–387.10.1108/09600030810882816
9. Chaabane, A., A., Ramudhin, and M., Paquet. 2011. “Designing Supply Chains with Sustainability Considerations.” Production Planning & Control 22 (8): 727–741.10.1080/09537287.2010.543554
10. Cramb, R. A., and P. S., Sujang. 2013. “The Mouse Deer and the Crocodile: Oil Palm Smallholders and Livelihood Strategies in Sarawak, Malaysia.” The Journal of Peasant Studies 40 (1): 129–154.10.1080/03066150.2012.750241
11. Dou, Y., Q., Zhu, and J., Sarkis. 2014. “Evaluating Green Supplier Development Programs with a Grey-Analytical Network Process-Based Methodology.” European Journal of Operational Research 233 (2): 420–431.10.1016/j.ejor.2013.03.004
12. Eisenhardt, K. M., 1989. “Building Theories from Case Study Research.” Academy of Management Review 14 (4): 532–550.
13. Elkington, J., 1997. Cannibals with Forks. The Triple Bottom Line of 21st Century. Oxford: Capstone.
14. Eltayeb, T. K., S., Zailani, and T., Ramayah. 2011. “Green Supply Chain Initiatives among Certified Companies in Malaysia and Environmental Sustainability: Investigating the Outcomes.” Resources, Conservation and Recycling 55 (5): 495–506.10.1016/j.resconrec.2010.09.003
15. Everaerts, J., 2008. “The Use of Unmanned Aerial Vehicles (UAVs) for Remote Sensing and Mapping.” The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences 37: 1187–1192.
16. Fayet, L., and W. J., Vermeulen. 2014. “Supporting Smallholders to Access Sustainable Supply Chains: Lessons from the Indian Cotton Supply Chain.” Sustainable Development 22 (5): 289–310.10.1002/sd.v22.5
17. Ferretti, M., and F., Schiavone. 2016. “Internet of Things and Business Processes Redesign in Seaports: The Case of Hamburg.” Business Process Management Journal 22 (2): 271–284.10.1108/BPMJ-05-2015-0079
18. Gibbert, M., W., Ruigrok, and B., Wicki. 2008. “What Passes as a Rigorous Case Study?” Strategic Management Journal 29 (13): 1465–1474.10.1002/smj.v29:13
19. Glover, J. L., D., Champion, K. J., Daniels, and A. J. D., Dainty. 2014. “An Institutional Theory Perspective on Sustainable Practices across the Dairy Supply Chain.” International Journal of Production Economics 152: 102–111.10.1016/j.ijpe.2013.12.027
20. Gold, S., S., Seuring, and P., Beske. 2010. “Sustainable Supply Chain Management and Inter-Organizational Resources: A Literature Review.” Corporate Social Responsibility and Environmental Management 17 (4): 230–245.
21. Herwitz, S. R., L. F., Johnson, S. E., Dunagan, R. G., Higgins, D. V., Sullivan, J., Zheng, B. M., Lobitz, J. G., Leung, B. A., Gallmeyer, M., Aoyagi, and R. E., Slye. 2004. “Imaging from an Unmanned Aerial Vehicle: Agricultural Surveillance and Decision Support.” Computers and Electronics in Agriculture 44 (1): 49–61.10.1016/j.compag.2004.02.006
22. Hitchcock, T., 2012. “Low Carbon and Green Supply Chains: The Legal Drivers and Commercial Pressures.” Supply Chain Management: An International Journal 17 (1): 98–101.10.1108/13598541211212249
23. Ismail, A., M. A., Simeh, and M. M., Noor. 2003. “The Production Cost of Oil Palm Fresh Fruit Bunches: The Case of Independent Smallholders in Johor.” Oil Palm Industry Economic Journal 3 (1): 1–7.
24. Jang, S. M., and P. S., Hart. 2015. “Polarized Frames on ‘Climate Change’ and ‘Global Warming’ across Countries and States: Evidence from Twitter Big Data.” Global Environmental Change 32 (1): 11–17.10.1016/j.gloenvcha.2015.02.010
25. Kilian, B., C., Jones, L., Pratt, and A., Villalobos. 2006. “Is Sustainable Agriculture a Viable Strategy to Improve Farm Income in Central America? A Case Study on Coffee.” Journal of Business Research 59 (3): 322–330.10.1016/j.jbusres.2005.09.015
26. MacCarthy, B. L., and P. G. S. A., Jayarathne. 2012. “Sustainable Collaborative Supply Networks in the International Clothing Industry: A Comparative Analysis of Two Retailers.” Production Planning & Control 23 (4): 252–268.10.1080/09537287.2011.627655
27. Macchion, L., A., Moretto, F., Caniato, M., Caridi, P., Danese, G., Spina, and A., Vinelli. 2016. “Improving Innovation Performance through Environmental Practices in the Fashion Industry: The Moderating Effect of Internationalisation and the Influence of Collaboration.” Production Planning & Control 28 (3): 1–12.
28. Macdonald, K., 2007. “Globalising Justice within Coffee Supply Chains? Fair Trade, Starbucks and the Transformation of Supply Chain Governance.” Third World Quarterly 28 (4): 793–812.10.1080/01436590701336663
29. Marshall, D., L., McCarthy, C., Heavey, and P., McGrath. 2015. “Environmental and Social Supply Chain Management Sustainability Practices: Construct Development and Measurement.” Production Planning & Control 26 (8): 673–690.10.1080/09537287.2014.963726
30. Miller, H. G., and P., Mork. 2013. “From Data to Decisions: A Value Chain for Big Data.” IT Professional 15 (1): 57–59.
31. Mulla, D. J., 2013. “Twenty-Five Years of Remote Sensing in Precision Agriculture: Key Advances and Remaining Knowledge Gaps.” Biosystems Engineering 114 (4): 358–371.10.1016/j.biosystemseng.2012.08.009
32. Nagiah, C., and R., Azmi. 2013. “A Review of Smallholder Oil Palm Production: Challenges and Opportunities for Enhancing Sustainability-a Malaysian Perspective.” Journal of Oil Palm Environment and Health (JOPEH) 3: 114–120.
33. Nikoloyuk, J., T. R., Burns, and R., de Man. 2010. “The Promise and Limitations of Partnered Governance: The Case of Sustainable Palm Oil.” Corporate Governance: The International Journal of Business in Society 10 (1): 59–72.10.1108/14720701011021111
34. Opara, L. U., 2003. “Traceability in Agriculture and Food Supply Chain: A Review of Basic Concepts, Technological Implications, and Future Prospects.” Journal of Food Agriculture and Environment 1: 101–106.
35. Pagell, M., and Z., Wu. 2009. “Building a More Complete Theory of Sustainable Supply Chain Management Using Case Studies of 10 Exemplars.” Journal of Supply Chain Management 45 (2): 37–56.10.1111/jscm.2009.45.issue-2
36. Papadopoulos, T., A., Gunasekaran, R., Dubey, N., Altay, S. J., Childe, and S., Fosso-Wamba. 2017. “The Role of Big Data in Explaining Disaster Resilience in Supply Chains for Sustainability.” Journal of Cleaner Production 142 (2): 1108–1118.10.1016/j.jclepro.2016.03.059
37. Pero, M., and T., Rossi. 2014. “RFID Technology for Increasing Visibility in ETO Supply Chains: A Case Study.” Production Planning & Control 25 (11): 892–901.10.1080/09537287.2013.774257
38. Schouten, G., and P., Glasbergen. 2011. “Creating Legitimacy in Global Private Governance: The Case of the Roundtable on Sustainable Palm Oil.” Ecological Economics 70 (11): 1891–1899.10.1016/j.ecolecon.2011.03.012
39. Seawright, J., and J., Gerring. 2008. “Case Selection Techniques in Case Study Research: A Menu of Qualitative and Quantitative Options.” Political Research Quarterly 61 (2): 294–308.10.1177/1065912907313077
40. Seelan, S. K., S., Laguette, G. M., Casady, and G. A., Seielstad. 2003. “Remote Sensing Applications for Precision Agriculture: A Learning Community Approach.” Remote Sensing of Environment 88 (1-2): 157–169.10.1016/j.rse.2003.04.007
41. Seuring, S., and M., Müller. 2008a. “Core Issues in Sustainable Supply Chain Management–A Delphi Study.” Business Strategy and the Environment 17 (8): 455–466.10.1002/bse.v17:8
42. Seuring, S., and M., Müller. 2008b. “From a Literature Review to a Conceptual Framework for Sustainable Supply Chain Management.” Journal of Cleaner Production 16 (15): 1699–1710.10.1016/j.jclepro.2008.04.020
43. Shamsuzzoha, A., C., Toscano, L. M., Carneiro, V., Kumar, and P., Helo. 2016. “ICT-Based Solution Approach for Collaborative Delivery of Customised Products.” Production Planning & Control 27 (4): 280–298.10.1080/09537287.2015.1123322
44. Sureeyatanapas, P., J. B., Yang, and D., Bamford. 2015. “The Sweet Spot in Sustainability: A Framework for Corporate Assessment in Sugar Manufacturing.” Production Planning & Control 26 (13): 1128–1144.10.1080/09537287.2015.1015470
45. Svensson, G., and B., Wagner. 2012. “Implementation of a Sustainable Business Cycle: The Case of a Swedish Dairy Producer.” Supply Chain Management: An International Journal 17 (1): 93–97.10.1108/13598541211212230
46. Tan, K. H., Y., Zhan, G., Ji, F., Ye, and C., Chang. 2015. “Harvesting Big Data to Enhance Supply Chain Innovation Capabilities: An Analytic Infrastructure Based on Deduction Graph.” International Journal of Production Economics 165: 223–233.10.1016/j.ijpe.2014.12.034
47. Tekiner, F., and J. A., Keane. 2013. “Big Data Framework”. Paper presented at the IEEE International Conference on Systems, Man, and Cybernetics (SMC), Manchester, October, 1494–1499.
48. Vasileiou, K., and J., Morris. 2006. “The Sustainability of the Supply Chain for Fresh Potatoes in Britain.” Supply Chain Management: An International Journal 11 (4): 317–327.10.1108/13598540610671761
49. Vermeulen, S., and Goad, N., 2006. “Towards Better Practice in Smallholder Palm Oil Production”. Natural Resource Issues Series No. 5. London: International Institute for Environment and Development. 1–55.
50. Wolf, J., 2014. “The Relationship between Sustainable Supply Chain Management, Stakeholder Pressure and Corporate Sustainability Performance.” Journal of Business Ethics 119 (3): 317–328.10.1007/s10551-012-1603-0
51. Yakovleva, N., 2007. “Measuring the Sustainability of the Food Supply Chain: A Case Study of the UK.” Journal of Environmental Policy & Planning 9 (1): 75–100.10.1080/15239080701255005
52. Zhang, C., and J. M., Kovacs. 2012. “The Application of Small Unmanned Aerial Systems for Precision Agriculture: A Review.” Precision Agriculture 13 (6): 693–712.10.1007/s11119-012-9274-5
53. Zhao, R., Y., Liu, N., Zhang, and T., Huang. 2017. “An Optimization Model for Green Supply Chain Management by Using a Big Data Analytic Approach.” Journal of Cleaner Production 142 (2): 1085–1097.10.1016/j.jclepro.2016.03.006