Analysis of product-service system logistics strategies in e-commerce
a literature review
Keywords:Product-service system, Logistics, E-commerce, PSS
Goal: The main objective of this work is identifying product-service system logistics strategies present in e-commerce. In addition, this research aims to address two main research questions: (i) What are the product-service logistics strategies in e-commerce and how are the strategies applied? and (ii) What are the future research opportunities from the literature?
Design / Methodology / Approach: This paper performs a systematic literature review using the Preferred Reporting Items for Systematic Review and Meta-Analysis (PRISMA) method. Using this method, we established criteria for inclusion and exclusion of papers as well as better filters that, after applied during the literature review, we reached the final papers that will be included in the analysis.
Results: The main opportunity for applying PSS in e-commerce is related to the migration of logistics services to platforms, in which asset sharing between partners is a potential implementation being tested by start-ups and technological companies. Concerning the results related to the association of PSS and e-commerce, this is still a lack in the literature since many papers are more theoretical and fail to assess the benefits of practical adoption.
Limitations of the investigation: Research limitations of this research are according to the structure of the systematic literature review methodology.
Practical implications: The results may provide guidance for e-commerce retailers that choose to implement PSS strategies associated with logistics in their sales channels.
Originality / Value: This paper originality deals with the study of PSS strategies in e-commerce, since the combination of these approaches is still a research gap. Findings point out that e-commerce is still focused on physical products and the adoption of PSS strategies is not a common topic addressed in this context.
Aktas, E., Bourlakis, M. and Zissis, D. (2020), “Collaboration in the last mile: evidence from grocery deliveries”, International Journal of Logistics Research and Applications, Taylor & Francis, Vol. 24, No. 3, pp. 227–241. DOI: https://doi.org/10.1080/13675567.2020.1740660
Almunawar, M., and Muhammad, A. (2022), “Digital enabler and value integration: revealing the expansion engine of digital marketplace”, Technology Analysis and Strategic Management, Vol. 34, No. 7, pp. 847-857. DOI: https://doi.org/10.1080/09537325.2021.1926967
Altuntas Vural, C. (2017), “Service-dominant logic and supply chain management: a systematic literature review”, Journal of Business and Industrial Marketing, Vol. 32 No. 8, pp. 1109–1124. DOI: https://doi.org/10.1108/JBIM-06-2015-0121
Aminoff, A. and Hakanen, T. (2018), “Implications of product centric servitization for global distribution channels of manufacturing companies”, International Journal of Physical Distribution and Logistics Management, Vol. 48 No. 10, pp. 1020–1038. DOI: https://doi.org/10.1108/IJPDLM-06-2018-0231
Baines, T. (2015), “Exploring Service Innovation and the Servitization of the Manufacturing Firm”, Research-Technology Management, Vol. 58 No. 5, pp. 9-11. DOI: https://doi.org/10.5437/08956308X5805002
Bayram, A. and Cesaret, B. (2020), “Order fulfillment policies for ship-from-store implementation in omni-channel retailing”, European Journal of Operational Research, Vol. 294, No. 3, pp. 987–1002. DOI: https://doi.org/10.1016/j.ejor.2020.01.011
Boojihawon, D.K. and Ngoasong, Z.M. (2018), “Emerging digital business models in developing economies: The case of Cameroon”, Strategic Change, Vol. 27 No. 2, pp. 129–137. DOI: https://doi.org/10.1002/jsc.2188
Brandao, M.S., Godinho Filho, M. and da Silva, A.L. (2021), “Luxury supply chain management: a framework proposal based on a systematic literature review”, International Journal of Physical Distribution and Logistics Management, Vol. 51, No. 8, pp. 859–876. DOI: https://doi.org/10.1108/IJPDLM-04-2020-0110
Dain, M.A. le, Paché, G. and Calvi, R. (2019), “LSP integration in product-service system development: a new managerial challenge”, Vol. 20 No. 1, pp. 43–55. DOI: https://Doi.Org/10.1080/16258312.2019.1570654
de la Calle, A., Freije, I., Ugarte, J.V. and Larrinaga, M.Á. (2020), “Measuring the impact of digital capabilities on product-service innovation in Spanish industries”, International Journal of Business Environment, Vol. 11 No. 3, pp. 254–274. DOI: https://doi.org/10.1504/IJBE.2020.110904
de Oliveira, and F., Zotes, L. (2018), “Valuation methodologies for business startups: a bibliographical study and survey”, Brazilian Journal of Operations & Production Management, Vol. 15, No. 1, pp. 96-111. DOI: https://doi.org/10.14488/BJOPM.2018.v15.n1.a9
Gaudenzi, B., Mola, L. and Rossignoli, C. (2021), “Hitting or missing the target: Resources and capabilities for alternative e-commerce pathways in the fashion industry”, Industrial Marketing Management, Vol. 93, pp. 124–136. DOI: https://doi.org/10.1016/j.indmarman.2020.12.016
Grant, D.B. (2019), “Outsourcing integration and third party logistics services: An appreciation of two ‘classic’ articles in industrial marketing management”, Industrial Marketing Management, Vol. 79, pp. 21–26. DOI: https://doi.org/10.1016/j.indmarman.2019.03.005
Gudergan, G., Frombach, R., Skala, N. and Thomassen, P. (2016), “Implementing customer solutions successfully”, 2009 IEEE International Technology Management Conference, ICE 2009, Institute of Electrical and Electronics Engineers Inc., available at: DOI: https://doi.org/10.1109/ITMC.2009.7461440
Hwang, B.N. and Hsu, M.Y. (2019), “The impact of technological innovation upon servitization: Evidence from Taiwan Community Innovation Survey”, Journal of Manufacturing Technology Management, Vol. 30 No. 7, pp. 1097–1114. DOI: https://doi.org/10.1108/JMTM-08-2018-0242
Inna, I., Marianna, S., Nazariy, P., Konstantin, B., Yevheniia, B., Iryna, K., Oleksandr, S., Nataliya, H., Ivanna, K., and Olena, I. (2021), “The effect of digital technology development on economic growth”, International Journal of Data and Network Science, Vol. 5, No. 1, pp. 25-36. DOI: https://doi.org/10.5267/j.ijdns.2020.11.006
Jones, A.L., Miller, J.W., Griffis, S.E., Whipple, J.M. and Voorhees, C.M. (2021), “An examination of the effects of omni-channel service offerings on retailer performance”, International Journal of Physical Distribution & Logistics Management, Vol. 52, No. 2. DOI: https://doi.org/10.1108/IJPDLM-06-2020-0175
Junge, A. L. (2019). Digital transformation technologies as an enabler for sustainable logistics and supply chain processes – an exploratory framework. Brazilian Journal of Operations & Production Management, Vol. 16, No. 3, pp. 462–472. DOI: https://doi.org/10.14488/BJOPM.2019.v16.n3.a9
Kang, K., Zhong, R.Y. and Xu, S. (2019), “Cloud-enabled sharing in logistics product service system”, Procedia CIRP, Vol. 83, pp. 451–455. DOI: https://doi.org/10.1016/j.procir.2019.03.103
Kong, X.T.R., Kang, K., Zhong, R.Y., Luo, H. and Xu, S.X. (2021), “Cyber physical system-enabled on-demand logistics trading”, International Journal of Production Economics, Vol. 233., No. March 2021, p. 108005. DOI: https://doi.org/10.1016/J.IJPE.2020.108005
Lerch, C., and Heidi, H. (2022), “The Platformisation of Manufacturing: Towards a Holitic Perspective for Systematising Digital Manufacturing Platforms”, International Journal of Innovation Management, Vol. 26, No. 3, p. 2240015. DOI: https://doi.org/10.1142/S1363919622400151
Lin, C. and Lin, M. (2019), “Application of Big Data in a Multicategory Product-Service System for Global Logistics Support”, IEEE Engineering Management Review, Vol. 47 No. 4, pp. 108–118. DOI: https://doi.org/10.1109/EMR.2019.2953027
Liu, H., Purvis, L., Mason, R. and Wells, P. (2020), “Developing logistics value propositions: Drawing Insights from a distributed manufacturing solution”, Industrial Marketing Management, Vol. 89, pp. 517–527. DOI: https://doi.org/10.1016/j.indmarman.2020.03.011
Luiz Schweitzer de Souza, N., Rossato, I.D.F. and Henkes, J.A. (2019), “UMA ANÁLISE DAS ESTRATÉGIAS DE PRODUÇÃO MAIS LIMPA E EFICIÊNCIA ENERGÉTICA EM UMA INDÚSTRIA DE EQUIPAMENTOS ODONTOLÓGICOS”, Revista Gestão & Sustentabilidade Ambiental, Vol., 8 No. 3, p. 639. DOI: https://doi.org/10.19177/rgsa.v8e32019639-659
Moher, D., Liberati, A., Tetzlaff, J. and Altman, D.G. (2010), “Preferred reporting items for systematic reviews and meta-analyses: The PRISMA statement”, International Journal of Surgery, Vol. 8, No. 5, pp. 336–341. DOI: https://doi.org/10.1136/bmj.b2535
Moro, S. R., & Cauchick-Miguel, P. A. (2022). An Analysis of a Bike-Sharing System from a Business Model Perspective. Brazilian Journal of Operations & Production Management, Vol. 19, No. 2. DOI: https://doi.org/10.14488/BJOPM.2021.050
Moro, S. R., Cauchick-Miguel, P. A., & Mendes, G. H. de S. (2021). Literature analysis on product-service systems business model: a promising research field. Brazilian Journal of Operations & Production Management, Vol. 19, No. 1, pp. 1–18. DOI: https://doi.org/10.14488/BJOPM.2021.043
Muller, S. and Knitschky, G. (2021), “Platform economics in logistics - Servitization of a service sector?”, Revue Européenne d’Économie et Management Des Services, Vol. 2021 – 2, No.12, pp. 17–34.
Oláh, J., Zéman, Z., Balogh, I. and Popp, J. (2018), “Future challenges and areas of development for supply chain management”, Vol. 14, No. 1, pp. 127–138. DOI: http://dx.doi.org/10.17270/J.LOG.2018.238
Pan, S. (2019), “Opportunities of Product-Service System in Physical Internet”, Procedia CIRP, Vol. 83, pp. 473–478. DOI: https://doi.org/10.1016/j.procir.2019.03.107
Pan, S., Zhong, R.Y. and Qu, T. (2019), “Smart product-service systems in interoperable logistics: Design and implementation prospects”, Advanced Engineering Informatics, Vol. 42, p. 100996. DOI: https://doi.org/10.1016/j.aei.2019.100996
Pei, W., Shaofu, D., Li, H., and Wehzhi, T. (2022), “Logistics choices in a platform supply chain: A co-opetitive perspective”, Journal of the Operational Research Society. DOI: https://doi.org/10.1080/01605682.2021.2023675
Pereira, M.M. and Frazzon, E.M. (2019), “Towards a Predictive Approach for Omni-channel Retailing Supply Chains”, IFAC-PapersOnLine, Vol. 52, No. 13, pp. 844–850. DOI: https://doi.org/10.1016/j.ifacol.2019.11.235
Premkumar, P., Gopinath, S. and Mateen, A. (2020), “Trends in third party logistics–the past, the present & the future”, International Journal of Logistics Research and Applications, Vol. 24, No. 6, pp. 551-580. DOI: https://doi.org/10.1080/13675567.2020.1782863
Santos, A. and Fukushima, N. (2017), “sustainable product service systems design: tools for strategics analysis”, Mix Sustentável, Vol. 3, No. 4, pp. 149–156. DOI: https://doi.org/10.29183/2447-3073.MIX2017.v3.n4.149-156
Santos, E.M. dos and Sánchez-Díaz, I. (2016), “Exploring Carriers’ Perceptions About City Logistics Initiatives”, Transportation Research Record: Journal of the Transportation Research Board, Vol. 2547, No. 1, pp. 66-73. DOI: https://Doi.Org/10.3141/2547-10
Schweitzer De Souza, N.L., Amaral, L., Neto, S., De, D., Fettermann, C. and Frazzon, E.M. (2022), “Evaluation of the customer requirements for last mile delivery in Brazil”, Brazilian Journal of Operations & Production Management, Vol. 19, No. 3. DOI: https://doi.org/10.14488/BJOPM.2022.1360
Seghezzi, A., Winkenbach, M. and Mangiaracina, R. (2021), “On-demand food delivery: a systematic literature review”, The International Journal of Logistics Management, Vol. 32, No. 4, pp. 1334-1355. DOI: https://doi.org/10.1108/IJLM-03-2020-0150
Sousa, R. and da Silveira, G.J.C. (2019), “The relationship between servitization and product customization strategies”, International Journal of Operations and Production Management, Vol. 39, No. 3, pp. 454–474. DOI: https://doi.org/10.1108/IJOPM-03-2018-0177
Sousa, R. and da Silveira, G.J.C. (2020), “Advanced services and differentiation advantage: an empirical investigation”, International Journal of Operations and Production Management, Vol. 40, No. 9, pp. 1561–1587. DOI: https://doi.org/10.1108/IJOPM-11-2019-0728
Souza, N.L.S. (2022), “Proposta de Modelo Para Orquestração Logística Com Plataforma 4PL Digital Em Uma Operação Ship-from-Store No Varejo Omnichannel”, Master Thesis, Federal University of Santa Catarina, Florianópoilis, February, available at: https://tede.ufsc.br/teses/PEPS5835-D.pdf (accessed 1 June 2022).
Souza, N.L.S. de, Stradioto Neto, L.A., Rossato, I.D.F., Silva, B.S. da and Henkes, J.A. (2020), “Application of Industry 4.0 concept in cases with national and international scenarios”, Revista Gestão & Sustentabilidade Ambiental, Vol. 9, No. 2, p. 120. DOI: https://doi.org/10.19177/rgsa.v9e22020120-14
Souza, N. L. S. de, Arante, M. T, Braghirolli, L. F., Mafia, M. M. P. and Frazzon, E., M. (2022), “Orchestrating a ship-from-store omnichannel operation using 4pl digital platform”, International Journal of Business Forecasting and Marketing Intelligence. DOI: https://doi.org/10.1504/IJBFMI.2022.10051637
Stradioto Neto, L.A., Souza, N.L.S. de, Rossato, I.D.F., Henkes, J.A. and Keine, S. (2020), “AVALIAÇÃO DOS METODOS PARA APLICAÇÃO DA ANÁLISE DO INVENTÁRIO DO CICLO DE VIDA NA INDÚSTRIA MOVELEIRA”, Revista Gestão & Sustentabilidade Ambiental, Vol. 9 No. 4, p. 126. DOI: https://doi.org/10.19177/rgsa.v9e42020126-152
Tahi, S., Khlif, W., Belghoul, K., and Casadella, V. (2022), “Public-private innovation networks in services: Revisiting PPPs with servitization”, Technovation, Vol. 118, No. December 2022, p. 102336. DOI: https://doi.org/10.1016/j.technovation.2021.102336
Tokarz, B., Kohlbeck, E., Beuren, F. H., Fagundes, A. B., & Pereira, D. (2021). Methods and tools for the development of a Product-Service System: Proposal of a conceptual model. Brazilian Journal of Operations & Production Management, Vol. 19, No. 3, pp. 1–19. DOI: https://doi.org/10.14488/BJOPM.2021.046
Uhlmann, I.R. and Frazzon, E.M. (2018), “Production rescheduling review: Opportunities for industrial integration and practical applications”, Journal of Manufacturing Systems, Vol. 49, No. September, pp. 186–193. DOI: https://doi.org/10.1016/j.jmsy.2018.10.004
Vendrell-Herrero, F., Bustinza, O.F. and Opazo-Basaez, M. (2021), “Information technologies and product-service innovation: The moderating role of service R&D team structure”, Journal of Business Research, Vol. 128, pp. 673–687. DOI: https://doi.org/10.1016/j.jbusres.2020.01.047
Yadav, V., Gaur, P. and Jain, R. (2021), “On adoption of green logistics: A literature review”, International Journal of Logistics Systems and Management, Vol. 40, No. 2, pp. 193–219. DOI: https://doi.org/10.1504/IJLSM.2021.118736
Yang, D. and Zhang, X. (2020), “Omnichannel operations with ship-from-store”, Operations Research Letters, Vol. 48 No. 3, pp. 257–261. DOI: https://doi.org/10.1016/j.orl.2020.03.009
Zhang, Y., Liu, S., Liu, Y. and Li, R. (2016), “Smart box-enabled product–service system for cloud logistics”, International Journal of Production Research, Vol. 54 No. 22, pp. 6693–6706. DOI: http://dx.doi.org/10.1080/00207543.2015.1134840
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Copyright (c) 2023 Nicollas Luiz Schweitzer de Souza, Maurício Randolfo Flores, Paulo Augusto Cauchick-Miguel, Enzo Morosini Frazzon
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