Unlocking the power of big data analytics in new product development: An intelligent product design framework in the furniture industry

Tsang, Yung Po; Wu, Chun-Ho; Lin, Kuo Yi; Tse, Yiu Kuen; Ho, G.T.S.; Lee, C.K.M.

doi:10.1016/j.jmsy.2021.02.003

Cited by 42 publications

(26 citation statements)

References 36 publications

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“…The result shows that PDF positively influences the adoption of AI–IoT, which is harmonized with Tsang et al (2021). The findings showed that PDF might be improved using industrial intelligence, which supports product creation by bridging customer and design needs.…”

Section: Discussionsupporting

confidence: 78%

Supply chain firm performance in circular economy and digital era to achieve sustainable development goals

et al. 2021

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Digitalization of the supply chain (SC) has received plenty of attention from practitioners and researchers in recent years to address the challenges of the business environment and assist firms in achieving a circular SC. Implementing circularity in business operations is a practice of achieving sustainability which is of utmost significance for achieving sustainable development goals established by the United Nations. This study empirically examines the relation among flexibility, AI-IoT adoption, and SC firm performance under the circular economy (CE) environment based on resource orchestration theory (ROT), an integrated version of the extendedresource-based view, and dynamic capability theory (DCT). Data were collected from Indian manufacturing firms through a questionnaire-based survey and examined using "structural equation modeling (SEM)." The study results show that information flexibility and organizational flexibility have the highest impact on AI-IoT adoption.Organizational flexibility shows full mediation with AI-IoT, which would influence the SC firm performance directly. The analysis also indicates that CE will affect the relation between organizational flexibility and AI-IoT adoption. These findings pave the way for cross-country analysis, formation of practical strategies, and policies related to AI-IoT and CE implementations.

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Section: Discussionsupporting

confidence: 78%

Supply chain firm performance in circular economy and digital era to achieve sustainable development goals

et al. 2021

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“…Because these objectives are not considered by any previous study. Although previous studies identified various elements affecting on NPD (Marion & Fixson, 2021;Tsang et al, 2022;Yan et al, 2020), however, small and micro enterprises in Nonthaburi province of Thailand is not highlighted. Additionally, this study proposed a model for NPD in Nonthaburi province which has unique contributions.…”

Section: Introductionmentioning

confidence: 87%

Antecedents and level of success in the development of new products of the community enterprises in Nonthaburi Province

Yingyuadumpai

Kortana

Saisama

et al. 2022

ijhs

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The development of local products to meet with the quality standards can respond to the needs of consumers. However, the new product development (NPD) is one of the major challenges. The rate of success in NPD is low which is a hurdle to promote local products. In this way, this study is an attempt to highlight various factors influencing NPD. For this purpose, the current study considered quantitative research method and qualitative research method. Thus, a mix method approach is used in which the data collection is made through questionnaire and interviews. For the quantitative research part, the research sample consisted of 740 members of community enterprise groups in Nonthaburi province, Thailand. For qualitative research, in-depth interviews were carried out. Results of the study highlighted that; co-creation, speed for entering the market, innovation, process, new product development teams, marketing strategies, technology, leadership and government support has positive role in NPD. Results of the study contributed significantly to the literature as well as practice.

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“…Methods and Techniques. Similar to the organizational issues, there are various studies related to the process attributes for design and manufacturing methods and techniques in NPD [45][46][47]. Based on the literature and interviews with the managers, the following attributes and their measurements are considered for this purpose:…”

Section: Process Attributes For Design and Manufacturingmentioning

confidence: 99%

Performance Measurment and Lead-Time Reduction in EPC Project-Based Organizations: A Mathematical Modeling Approach

Ghasemi¹,

Nejad²,

Alsaadi

et al. 2022

Mathematical Problems in Engineering

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To characterize the process of lead-time reduction in EPC project-based organizations, including the engineering, procurement, and construction activities, various elements such as organizational issues, firm resources, used methods and techniques, and performance measuring tools are important. In this study, the four mentioned elements are evaluated through a survey in different EPC project-based organizations. The survey is sent to only experts and managers who are involved in EPC projects, and the obtained data is used to test the relationship between the mentioned variables and the lead time of developing new products. This evaluation is followed by a set of generalized lessons learned and courses of action to improve the development process. Additionally, the attributes of performance measurement in such projects are scrutinized. Therefore, to analyze the impacts of the mentioned variables and their variations on the performance measurement, a mathematical model based on the fuzzy approach is developed. The results show that all of the four considered variables are correlated to the lead time and affect the quality perceived by the main client and the cost of the project. Moreover, data obtained from the proposed mathematical formulations illustrated that the fuzzy modeling approach is an effective method to predict the performance measurement level when the levels of the input variables are given.

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Unlocking the power of big data analytics in new product development: An intelligent product design framework in the furniture industry

Cited by 42 publications

References 36 publications

Supply chain firm performance in circular economy and digital era to achieve sustainable development goals

Supply chain firm performance in circular economy and digital era to achieve sustainable development goals

Antecedents and level of success in the development of new products of the community enterprises in Nonthaburi Province

Performance Measurment and Lead-Time Reduction in EPC Project-Based Organizations: A Mathematical Modeling Approach

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