All Outputs (15)

Who’s watching? Classifying sports viewers on social live streaming services (2022)
Journal Article
Liu, H., Tan, K. H., & Wu, X. (2023). Who’s watching? Classifying sports viewers on social live streaming services. Annals of Operations Research, 325, 743–765. https://doi.org/10.1007/s10479-022-05062-y

The newly emergent social live streaming services (SLSSs) provide the sport consumers with a synchronised and more interactive viewing experience. In order to help the sport SLSSs firms understanding and engaging with the viewers effectively, this re... Read More about Who’s watching? Classifying sports viewers on social live streaming services.

The effect of strategic synergy between local and neighborhood environmental regulations on green innovation efficiency: The perspective of industrial transfer (2022)
Journal Article
Ouyang, Y., Ye, F., & Tan, K. (2022). The effect of strategic synergy between local and neighborhood environmental regulations on green innovation efficiency: The perspective of industrial transfer. Journal of Cleaner Production, 380(1), Article 134933. https://doi.org/10.1016/j.jclepro.2022.134933

Considering the environmental governance dilemma caused by environmental decentralization, this study aims to explore whether the strategic synergy between local and neighborhood environmental regulations can be an essential tool to improve green inn... Read More about The effect of strategic synergy between local and neighborhood environmental regulations on green innovation efficiency: The perspective of industrial transfer.

Value Co-creation in Sports Live Streaming Platforms: A Microfoundations Perspective (2022)
Journal Article
Liu, H., Tan, K. H., Kumar, A., & Chung, L. (2024). Value Co-creation in Sports Live Streaming Platforms: A Microfoundations Perspective. IEEE Transactions on Engineering Management, 71, 12674-12685. https://doi.org/10.1109/TEM.2022.3204451

As a primarily synchronous social media form, social live streaming services offer real-time interaction between streamers and viewers, and among viewers. Users' value co-creation has become increasingly crucial for platform businesses to increase t... Read More about Value Co-creation in Sports Live Streaming Platforms: A Microfoundations Perspective.

Workforce resilience in the post-COVID-19 era: differences based on manufacturing–service orientation and firm size (2022)
Journal Article
Soomro, M. A., Ali, M. H., Tan, K. H., Kumar, A., & Sinniah, S. (2024). Workforce resilience in the post-COVID-19 era: differences based on manufacturing–service orientation and firm size. Production Planning and Control, 35(13), 1674-1686. https://doi.org/10.1080/09537287.2022.2106446

The devastating impact of COVID-19 on businesses has led to the redefinition of workforce resilience. This study hence explores workforce resilience factors that will be important in the post-COVID-19 era. It investigates whether these factors perfor... Read More about Workforce resilience in the post-COVID-19 era: differences based on manufacturing–service orientation and firm size.

Decision optimization in cooperation innovation: the impact of big data analytics capability and cooperative modes (2022)
Journal Article
Ji, G., Yu, M., Tan, K. H., Kumar, A., & Gupta, S. (2024). Decision optimization in cooperation innovation: the impact of big data analytics capability and cooperative modes. Annals of Operations Research, 333, 871-894. https://doi.org/10.1007/s10479-022-04867-1

Data-driven innovation enables firms to design products that are more responsive to market needs, which greatly reduces the risk of innovation. Customer data in the same supply chain has certain commonality, but data separation makes it difficult to... Read More about Decision optimization in cooperation innovation: the impact of big data analytics capability and cooperative modes.

Investigating the relationship between digital technologies, supply chain integration and firm resilience in the context of COVID-19 (2022)
Journal Article
Cui, L., Wu, H., Wu, L., Kumar, A., & Tan, K. H. (2023). Investigating the relationship between digital technologies, supply chain integration and firm resilience in the context of COVID-19. Annals of Operations Research, 327, 825–853. https://doi.org/10.1007/s10479-022-04735-y

The outbreak of the COVID-19 pandemic has significantly augmented the complexity of information, adding to the challenges that firms face in effectively processing and grasping accurate information. As a result, the production uncertainty of firms ha... Read More about Investigating the relationship between digital technologies, supply chain integration and firm resilience in the context of COVID-19.

Optimal Online Service Strategy and Price Decision in Omnichannel Retail (2022)
Journal Article
Ji, G., Fu, T., Chen, J., & Tan, K. H. (2022). Optimal Online Service Strategy and Price Decision in Omnichannel Retail. Mathematical Problems in Engineering, Article 8698309. https://doi.org/10.1155/2022/8698309

As a new emerging sales promotion tool, various types of online services are increasingly adopted by firms to improve consumers' satisfaction and then increase profit. This paper simulates a two-echelon supply chain where a supplier sells the product... Read More about Optimal Online Service Strategy and Price Decision in Omnichannel Retail.

Implementation strategy and emission reduction effectiveness of carbon cap-and-trade in heterogeneous enterprises (2022)
Journal Article
Linghu, D., Xinli, W., Lai, K. H., Ye, F., Kumar, A., & Tan, K. H. (2022). Implementation strategy and emission reduction effectiveness of carbon cap-and-trade in heterogeneous enterprises. International Journal of Production Economics, 248, Article 108501. https://doi.org/10.1016/j.ijpe.2022.108501

In this research, a carbon emission reduction supply chain mechanism formed by government and enterprises is developed. Using a mixed game model, we study the impact of enterprise heterogeneity and social willingness-to-pay for environmental measures... Read More about Implementation strategy and emission reduction effectiveness of carbon cap-and-trade in heterogeneous enterprises.

Analysis of carbon productivity for firms in the manufacturing sector of India (2022)
Journal Article
Bagchi, P., Kumar Sahu, S., Kumar, A., & Tan, K. H. (2022). Analysis of carbon productivity for firms in the manufacturing sector of India. Technological Forecasting and Social Change, 178, Article 121606. https://doi.org/10.1016/j.techfore.2022.121606

Emission estimation and carbon productivity at the firm level for India's manufacturing sector are scanty. We fill this gap by estimating CO2 emissions at the firm level and further determining the optimal and the actual trade-offs between emissions... Read More about Analysis of carbon productivity for firms in the manufacturing sector of India.

Data analytics capability and servitization: the moderated mediation role of bricolage and innovation orientation (2022)
Journal Article
Tan, K. H., Chen, M., Pu, X., Zhang, M., Cai, Z., & Chong, A. Y.-L. (2022). Data analytics capability and servitization: the moderated mediation role of bricolage and innovation orientation. International Journal of Operations and Production Management, 42(4), 440-470. https://doi.org/10.1108/ijopm-10-2021-0663

Purpose – Despite the potential influence of data analytics capability on servitization, our understanding of the underlying mechanisms of this influence remains unclear. This study explores how data analytics capability affects servitization by exam... Read More about Data analytics capability and servitization: the moderated mediation role of bricolage and innovation orientation.

Predicting viewer gifting behavior in sports live streaming platforms: The impact of viewer perception and satisfaction (2022)
Journal Article
Tan, K. H., Pawar, K., & Liu, H. (2022). Predicting viewer gifting behavior in sports live streaming platforms: The impact of viewer perception and satisfaction. Journal of Business Research, 144, 599-613. https://doi.org/10.1016/j.jbusres.2022.02.045

Sports viewers have been offered an unprecedented viewing experience to share their passion with their team and communicate in real-time with a streamer and other viewers by sending messages and virtual gifts on sport live streaming platforms (SLSPs)... Read More about Predicting viewer gifting behavior in sports live streaming platforms: The impact of viewer perception and satisfaction.

Investigating the Impact of AI-powered Technologies on Instagrammers' Purchase Decisions in Digitalization Era: A Study of the Fashion and Apparel Industry (2022)
Journal Article
Yeo, S. F., Tan, C. L., Kumar, A., Tan, K. H., & Wong, J. K. (2022). Investigating the Impact of AI-powered Technologies on Instagrammers' Purchase Decisions in Digitalization Era: A Study of the Fashion and Apparel Industry. Technological Forecasting and Social Change, 177, Article 121551. https://doi.org/10.1016/j.techfore.2022.121551

Over the last couple of decades, technological advancements have accelerated exponentially, especially in the realm of online social networking networks. The artificial intelligence (AI)-powered digital technologies applications continue to emerge to... Read More about Investigating the Impact of AI-powered Technologies on Instagrammers' Purchase Decisions in Digitalization Era: A Study of the Fashion and Apparel Industry.

Inconsistency indices in pairwise comparisons: an improvement of the Consistency Index (2022)
Journal Article
Sato, Y., & Tan, K. H. (2022). Inconsistency indices in pairwise comparisons: an improvement of the Consistency Index. Annals of Operations Research, https://doi.org/10.1007/s10479-021-04431-3

The Consistency Index and the Consistency Ratio of the analytic hierarchy process (AHP) were designed to measure the ratio of inconsistent judgments among pairwise comparisons (PCs), which have been the principal indices for the past four decades. De... Read More about Inconsistency indices in pairwise comparisons: an improvement of the Consistency Index.

Timing of blockchain adoption in a supply chain with competing manufacturers (2022)
Journal Article
Ji, G., Zhou, S., Lai, K.-H., Tan, K. H., & Kumar, A. (2022). Timing of blockchain adoption in a supply chain with competing manufacturers. International Journal of Production Economics, 247, Article 108430. https://doi.org/10.1016/j.ijpe.2022.108430

Recent improvements in consumers' awareness of product traceability have revealed the disadvantages of traditional supply chain traceability systems. Traditional traceability systems are centralized, and the data that they use are vulnerable to tampe... Read More about Timing of blockchain adoption in a supply chain with competing manufacturers.

Fraudulent review detection model focusing on emotional expressions and explicit aspects: investigating the potential of feature engineering (2022)
Journal Article
Kumar, A., Gopal, R. D., Shankar, R., & Tan, K. H. (2022). Fraudulent review detection model focusing on emotional expressions and explicit aspects: investigating the potential of feature engineering. Decision Support Systems, 155, Article 113728. https://doi.org/10.1016/j.dss.2021.113728

Reading customer reviews before purchasing items online has become a common practice; however, some companies use machine learning (ML) algorithms to generate false reviews in order to create positive brand images of their own products and negative i... Read More about Fraudulent review detection model focusing on emotional expressions and explicit aspects: investigating the potential of feature engineering.