The Value Cocreation Influence Mechanism of Network Freight Transport Platform in IoT-Based Environments: Under the Service-Dominant Logic

The Internet of Things (IoT) has brought many benefits to the development of industries, from manufacturing to services. In the context of IoT, the network freight transport platform is equivalent to an integrator, integrating the scattered resources such as carriers and shippers in the supply chain, providing a solution, improving the use efficiency of vehicles, effectively reducing logistics cost, and creating value for the freight transport platform and bilateral customers. The purpose of this research is to explain the influence mechanism of transport demand subjects’ participation in value cocreation (VCC) under the service-dominant logic (SDL). We proposed a conceptual framework and 10 hypotheses and used SEM to measure the direct and mediating relationship among SDL, transport demand subject (TDS) participation, relational embeddedness (RE), platform VCC, and TDS value in the online business environment. The findings show that (1) SDL, TDS participation, and RE do not directly affect the TDS value, but indirectly through platform VCC; (2) SDL affects platform VCC not only directly but also indirectly through TDS participation and RE; (3) TDS participation affects platform VCC not only directly but also indirectly through RE; (4) RE indirectly affects TDS value by affecting platform VCC; and (5) platform VCC plays a mediating role in SDL, TDS participation, RE, and TDS value. Hence, transport enterprises should pay attention to the innovation concept, guide TDS participation, jointly improve platform VCC, give play to the network effect of the freight transport platform, and achieve TDS value through the deepening of TDS relationship embedding.

[1]  Zaheer Khan,et al.  Technological adaptation to a platform and dependence: value co-creation through partnerships , 2019, Asian Journal of Technology Innovation.

[2]  Natalie Jane de Vries,et al.  Customer engagement behaviours in social media: capturing innovation opportunities , 2018 .

[3]  L. Ngo,et al.  Innovation and business success: The mediating role of customer participation , 2013 .

[4]  Juan M. Corchado,et al.  Tendencies of Technologies and Platforms in Smart Cities: A State-of-the-Art Review , 2018, Wirel. Commun. Mob. Comput..

[5]  H. McGrath,et al.  The impact of social media on resource mobilisation in entrepreneurial firms , 2017 .

[6]  Tor-Morten Grønli,et al.  An Empirical Study of Cross-Platform Mobile Development in Industry , 2019, Wirel. Commun. Mob. Comput..

[7]  M. Lin,et al.  The impact of customer participation on NPD performance: the mediating role of inter‐organisation relationship , 2013 .

[8]  Guowei Shen,et al.  Data-Driven Cybersecurity Knowledge Graph Construction for Industrial Control System Security , 2020, Wirel. Commun. Mob. Comput..

[9]  Jay Kandampully,et al.  Social media and co-creative service innovation: an empirical study , 2018, Online Inf. Rev..

[10]  Qunqi Wu,et al.  Mediating Effect of Organizational Learning Capacity on the Relationship between Relational Embeddedness and Innovation Performance in Freight Logistics Service , 2021, Complex..

[11]  S. Tsai,et al.  Open Innovation in Crowdfunding Context: Diversity, Knowledge, and Networks , 2019, Sustainability.

[12]  Hao Wang,et al.  Service Recommendation with High Accuracy and Diversity , 2020, Wirel. Commun. Mob. Comput..

[13]  Agus W. Soehadi,et al.  VALUE CO-CREATION FOR MARKETING INNOVATION: COMPARATIVE STUDY IN THE SME COMMUNITY , 2020, International Journal of Innovation Management.

[14]  Bo Xu,et al.  Configurational paths to sponsor satisfaction in crowdfunding , 2016 .

[15]  Outi Niininen,et al.  Social media and value co-creation in multi-stakeholder systems: A resource integration approach , 2016 .

[16]  Hao Wang,et al.  Trust-Based Missing Link Prediction in Signed Social Networks with Privacy Preservation , 2020, Wirel. Commun. Mob. Comput..

[17]  Kumar Yelamarthi,et al.  Internet of Things (IoT) Platform for Structure Health Monitoring , 2017, Wirel. Commun. Mob. Comput..

[18]  Szu-Yu Chou,et al.  Customer engagement within multiple new media and broader business ecosystem - a holistic perspective , 2017, Kybernetes.

[19]  C. Leeuwis,et al.  Factors influencing participation dynamics in research for development interventions with multi-stakeholder platforms: A metric approach to studying stakeholder participation , 2019, PloS one.

[20]  Yeon W. Lee,et al.  Innovation process in the business ecosystem: the four cooperations practices in the media platform , 2020, Bus. Process. Manag. J..

[21]  Augusto Sarti,et al.  A Presence- and Performance-Driven Framework to Investigate Interactive Networked Music Learning Scenarios , 2019, Wirel. Commun. Mob. Comput..

[22]  Anthony Busson,et al.  Impact of Resource Blocks Allocation Strategies on Downlink Interference and SIR Distributions in LTE Networks: A Stochastic Geometry Approach , 2018, Wirel. Commun. Mob. Comput..

[23]  R. Brodie,et al.  A systemic logic for platform business models , 2018, Journal of Service Management.

[24]  Luu Trong Tuan Under entrepreneurial orientation, how does logistics performance activate customer value co-creation behavior? , 2017 .

[25]  Kerimcan Ozcan,et al.  What is co-creation? An interactional creation framework and its implications for value creation , 2018 .

[26]  Shafiq Ahmad,et al.  Analyzing Critical Failures in a Production Process: Is Industrial IoT the Solution? , 2018, Wirel. Commun. Mob. Comput..

[27]  E. Malthouse,et al.  Impact of network effects on service provider performance in digital business platforms , 2020 .

[28]  Vittoria Marino,et al.  Engagement, satisfaction and customer behavior-based CRM performance , 2018, Journal of Service Theory and Practice.

[29]  Carlos Bousoño-Calzón,et al.  An Analysis of the Network Selection Problem for Heterogeneous Environments with User-Operator Joint Satisfaction and Multi-RAT Transmission , 2017, Wirel. Commun. Mob. Comput..

[30]  Yuanyuan Wang,et al.  Platform ecological circle for cold chain logistics enterprises: the value co-creation analysis , 2020, Ind. Manag. Data Syst..

[31]  Enock Mintah Ampaw,et al.  The relationship among customer operant resources, online value co-creation and electronic-word-of-mouth in solid waste management marketing , 2020 .

[32]  Azizah Abdul Rahman,et al.  Ranking the Factors that Impact Customers Online Participation in Value Co-creation in Service Sector Using Analytic Hierarchy Process , 2017, Int. J. Inf. Syst. Serv. Sect..

[33]  Abderrahmane Lakas,et al.  A Multiconstrained QoS-Compliant Routing Scheme for Highway-Based Vehicular Networks , 2019, Wirel. Commun. Mob. Comput..

[34]  Natalia Rubio,et al.  Sustainable Co-Creation Behavior in a Virtual Community: Antecedents and Moderating Effect of Participant’s Perception of Own Expertise , 2020, Sustainability.

[35]  Kent L. Granzin,et al.  End-User Contribution to Logistics Value Co-Creation: A Series of Exploratory Studies , 2015 .

[36]  Wenzao Li,et al.  On the Optimization Strategy of EV Charging Station Localization and Charging Piles Density , 2021, Wirel. Commun. Mob. Comput..

[37]  Rudolf R. Sinkovics,et al.  Value co-creation in an outsourcing arrangement between manufacturers and third party logistics providers: resource commitment, innovation and collaboration , 2018 .

[38]  Chao Li,et al.  Impact of Antenna Selection on Physical-Layer Security of NOMA Networks , 2018, Wirel. Commun. Mob. Comput..

[39]  Jiang Yu,et al.  Towards a service-dominant platform for public value co-creation in a smart city: Evidence from two metropolitan cities in China , 2019, Technological Forecasting and Social Change.

[40]  Su Chen,et al.  Analysis of Customization Strategy for E-Commerce Operation Based on Big Data , 2021, Wirel. Commun. Mob. Comput..

[41]  Yudi Fernando,et al.  Value Co-Creation, Goods and Service Tax (GST) Impacts on Sustainable Logistic Performance , 2018, Research in Transportation Business & Management.

[42]  Ingrid Poncin,et al.  The Engagement Process During Value Co-Creation: Gamification in New Product-Development Platforms , 2017, Int. J. Electron. Commer..

[43]  M. Tudose,et al.  New research direction on performance and co-creation: a literature review , 2020, IOP Conference Series: Materials Science and Engineering.

[44]  Thomas G. Pittz,et al.  An exemplar of open strategy: decision-making within multi-sector collaborations , 2016 .

[45]  María Leticia Santos-Vijande,et al.  Co-creation with clients of hotel services: the moderating role of top management support , 2018 .

[46]  Thomas L. Huber,et al.  Complementor dedication in platform ecosystems: rule adequacy and the moderating role of flexible and benevolent practices , 2020, Eur. J. Inf. Syst..

[47]  Maruf Pasha,et al.  Framework for E-Health Systems in IoT-Based Environments , 2018, Wirel. Commun. Mob. Comput..

[48]  Chenyuan Wang,et al.  An E-Commerce Economic Dynamic Data Evaluation Model Based on Multiuser Demand Constraints , 2021, Wirel. Commun. Mob. Comput..

[49]  Enock Mintah Ampaw,et al.  Effects of Waste Management Customer Online Value Co-Creation on Sanitation Attitude and Advocacy: A Customer-Enterprise Dyadic Perspective , 2018, Sustainability.

[50]  Muhammad Imran,et al.  Calculating Trust Using Multiple Heterogeneous Social Networks , 2020, Wirel. Commun. Mob. Comput..

[51]  Xiang Li,et al.  SCCAF: A Secure and Compliant Continuous Assessment Framework in Cloud-Based IoT Context , 2018, Wirel. Commun. Mob. Comput..