The Impact of Big Data Technical Skills on Novel Business Model Innovation Based on the Role of Resource Integration and Environmental Uncertainty

Dai, Bingqin; Liang, Wenquan

doi:10.3390/su14052670

Cited by 16 publications

(15 citation statements)

References 64 publications

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“…Thus, this study highlights that SMEs by developing TC can creatively utilize market opportunities to deliver sustainable values for customers. Adding to this, Dai and Liang (2022) highlight that via TC firms can design production processes for the development of environmentally friendly products, reduce pollution, eliminate waste and be proactively innovative at approaching CE. Panchal et al (2021) insinuate that engaging in such practices via the development of TC will fit the acquisition and usage of raw materials in a biological or technical cycle that embodies recycling, reusing and reducing.…”

Section: The Effect Of Tc On Ce Performancementioning

confidence: 99%

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Does circular economy entrepreneurship drive technical capabilities for circular economy performance? The moderating role of environmental dynamism

Baah,

Rijal,

Agyabeng-Mensah

et al. 2023

MEQ

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Purpose Drawing on the resource-based view (RBV) and the dynamic capabilities view (DCV), this study investigates how circular economy entrepreneurship (CEE) drives technical capabilities (TC) in achieving greater circular economy (CE) performance for small and medium-sized enterprises (SMEs) under the moderating influence of environmental dynamism. SMEs, facing resource constraints, need to promote CE due to growing stakeholder pressures. Thus, the authors recommend that SMEs via CEE can identify CE opportunities and then develop specific TC to exploit opportunities in the business environment to achieve CE performance. However, in doing so SMEs should pay attention to the varying degrees of environmental dynamism.Design/methodology/approach The RBV and DCV are used as a theoretical lens to investigate the direct and moderation effects between CEE, TC, CE performance and environmental dynamism tested via partial least square structural equation modeling (PLS-SEM) using survey data from 152 managers of SMEs in Nepal.Findings The study results show that CEE directly has a positive and significant effect on the development of TC and CE performance. Similarly, the development of TC drives SMEs to achieve improved CE performance, as evidenced by the positive and significant effect. Interestingly, the results suggest that environmental dynamism significantly improves the relationship between TC and CE performance, but this effect is strongest at high levels of environmental dynamism rather than at low and moderate levels. Additionally, the findings reveal that while environmental dynamism has a positive effect on the relationship between CEE and TC, this effect is insignificant.Originality/value Based on the arguments of the RBV and the DCV, this study explores how environmental dynamism can reduce and amplify SMEs' ability to use CEE to develop TC and improve CEP. First, this study integrates the circular economy and entrepreneurship domains to suggest essential CEP and TC benefits for SMEs via CEE. Second, this study suggests that at low levels of environmental dynamism, CEE has less effect on the SMEs’ development of TC, compared to high levels. Third, this study is conducted in the novel institutional context of Nepal, providing insights regarding how SMEs' CE entrepreneurship impacts TC and CEP.

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Section: The Effect Of Tc On Ce Performancementioning

confidence: 99%

“…CEE was measured using four items adapted from Le et al (2022) and Cullen and De Angelis (2021). TC was also assessed using six items obtained from Dai and Liang (2022) and Rajadhyaksha (2005). CE performance was measured using five items adapted from Agyabeng-Mensah et al (2022) and Jabbour et al (2020).…”

Section: Measurement Of Constructsmentioning

confidence: 99%

Does circular economy entrepreneurship drive technical capabilities for circular economy performance? The moderating role of environmental dynamism

Baah,

Rijal,

Agyabeng-Mensah

et al. 2023

MEQ

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“…e results suggest that both transactional innovation and legitimacy building are critical to BMI in the emerging market. Dai and Liang [17]. Taking the dynamic capability theory as the research framework, using a two-stage questionnaire survey and 318 Chinese enterprises as samples, this study investigates the impact mechanism of big data technical skills on novel business model innovation, as well as the mediator of resource integration and the moderator of environmental uncertainty.…”

Section: Literature Reviewmentioning

confidence: 99%

Integrated Design of Cellular Production System Using Branch and Bound Algorithm

Ranjbar

Shayannia

Miandargh

et al. 2022

Discrete Dynamics in Nature and Society

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Most research done on the design of cellular production systems also has examined one of the main areas of design including cell formation, cellular layout, and material handling. Some research studies also have been done by considering the lack of independence of these areas, two areas simultaneously, and three areas sequentially. The main goal of this research is to present a mathematical framework for designing and also providing the efficient methods for solving the desired problem. Therefore, the main contribution of this paper is to determine the same component according to the characteristics of designs and production requirements. For this purpose, an overall design of a cellular production system or material handling system with cellular layout is examined. Then, the mathematical formulation is presented for the problem and then an efficient solution is presented for the problem. In the provided model, the interaction effects between designs fields are provided. A branch and bound algorithm is also provided to solve this problem. The performance of the provided algorithm and the performance of the provided approach are investigated by using different numerical samples. The results show the performance of the provided algorithm and approach in the design of cellular production systems.

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“…Çevresel belirsizlik, işletmelerin dış çevresindeki istikrarsızlığı ve değişiklikleri doğru bir şekilde tahmin edememesi anlamına gelir (Dai & Liang, 2022). Çevresel belirsizliğin yüksek olduğu durumlarda, yenilikçi becerilerin yaygınlaşması, dış çevredeki fırsatların daha iyi kullanılması, iç ve dış işbirliklerinin artması, daha etkili öğrenme gibi faaliyetler artmakta ve bu da firmanın performansında olumlu sonuçlar doğurmaktadır.…”

Section: çEvresel Dinamiklik öRgütsel çEviklik Ve Yenilik Performansı...unclassified

Çevresel Beli̇rsi̇zli̇ği̇n Yeni̇li̇k Performansina Etki̇si̇nde Örgütsel Çevi̇kli̇ği̇n Rolü: Otellerde Bi̇r Uygulama

ERSARI

2022

ijmeb

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Belirsizliğin yüksek olduğu iş çevresinde yenilik yapmak işletmeler için bir zorunluluk haline gelmiştir. Çevresel belirsizliklere yenilik yaparak karşılık vermek işletmelerin çevik olmasına bağlıdır. Bu araştırma, çevresel belirsizliğin yenilik performansı üzerindeki etkisini incelerken belirsizliğin üç ana yönünü test etmeyi ve belirsiz ortamlarda örgütsel çevikliğin düzenleyici rolünü belirlemeyi amaçlamıştır. Veriler Nevşehir Merkez, Ürgüp, Göreme ve Avanos’ta bulunan otellerdeki 310 çalışandan elde edilmiştir. Verilere ilişkin güvenilirlik ve geçerlilik analizleri yapıldıktan sonra hipotezler test edilmiştir. Bulguların sonucunda çevresel belirsizliğin ve alt boyutlarından dinamiklik ve heterojenlik ile yenilik performansı arasında anlamlı ilişki bulunurken, olumsuzluk ile yenilik performansı arasında anlamlı ilişki bulunamamıştır. Ayrıca örgütsel çevikliğin, çevresel belirsizliğin alt boyutlarından dinamiklik ve heterojenliğin yenilik performansı üzerindeki etkisinde düzenleyici rol oynadığı tespit edilmiştir. Bu çalışma ile konaklama endüstrisinde çevresel belirsizlik, yenilik performansı ve örgütsel çeviklik arasındaki ilişkiye yeni bakış açıları sunulmuştur. Ancak araştırmanın sadece Nevşehir’e özel olması, çalışmanın genellenebilirliğini sınırlamıştır.

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The Impact of Big Data Technical Skills on Novel Business Model Innovation Based on the Role of Resource Integration and Environmental Uncertainty

Cited by 16 publications

References 64 publications

Does circular economy entrepreneurship drive technical capabilities for circular economy performance? The moderating role of environmental dynamism

Does circular economy entrepreneurship drive technical capabilities for circular economy performance? The moderating role of environmental dynamism

Integrated Design of Cellular Production System Using Branch and Bound Algorithm

Çevresel Beli̇rsi̇zli̇ği̇n Yeni̇li̇k Performansina Etki̇si̇nde Örgütsel Çevi̇kli̇ği̇n Rolü: Otellerde Bi̇r Uygulama

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