How to survive in the age of artificial intelligence? Exploring the intelligent transformations of SMEs in central China

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Jinqiang Wang ◽  
Yaobin Lu ◽  
Si Fan ◽  
Peng Hu ◽  
Bin Wang
Keyword(s):  
Artificial Intelligence ◽  
Small And Medium Enterprises ◽  
Policy Support ◽  
Central China ◽  
Limited Resources ◽  
Text Data ◽  
Content Type ◽  
External Pressures ◽  
Medium Enterprises

PurposeThe purpose of the research is to explore how small and medium enterprises (SMEs) in central China achieve intelligent transformation through the use of artificial intelligence (AI). Because of unequal resource allocation, constraints on the intelligent transformation of SMEs in central China are different from those in economically and technologically well-developed coastal provinces. Hence, the authors focus on SMEs in central China to identify drivers of and barriers to intelligent transformation.Design/methodology/approachThe interview data were collected from 66 SMEs across 20 industries in central China. To verify the validity of the data collection method, the authors used two methods to control for retrospective bias: multi-level informants and enterprises' AI project application materials (Wei and Clegg, 2020). The final data were validated without conflicts. Next, the authors cautiously followed a two-step approach recommended by Venkatesh et al. (2010) and used NVivo 11.0 to analyze the collected text data.FindingsSMEs in central China are enthusiastic about intelligent transformation while facing both internal and external pressures. SMEs need to pay attention to both internal (enterprise development needs, implementation cost, human resources and top management involvement) and external factors (external market pressure, convenience of AI technology and policy support) and their different impacts on intelligent transformation. However, constrained by limited resources, SMEs in central China have been forced to take a step-by-step intelligent transformation strategy based on their actual needs with the technological flexibility method in the short term.Originality/valueConsidering the large number of SMEs and their importance in promoting China's economic development and job creation (SME Bureau of MIIT, 2020), more research on SMEs with limited resources is needed. In the study, the authors confirmed that enterprises should handle “social responsibility” carefully because over-emphasizing it will hinder intelligent transformation. However, firms should pay attention to the role of executives in promoting intelligent transformation and make full use of policy support to access more resources.

Effects of cloud computing assimilation on supply chain financing risks of SMEs

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Qiang Lu ◽  
Jinliang Chen ◽  
Hua Song ◽  
Xiangyu Zhou
Keyword(s):  
Cloud Computing ◽  
Supply Chain ◽  
Small And Medium Enterprises ◽  
Supply Chain Integration ◽  
Content Type ◽  
Supply Chain Financing ◽  
Medium Enterprises ◽  
The Relationship ◽  
Moderating Role

Purpose The purpose of this study is to examine how cloud computing assimilation reduces supply chain financing (SCF) risks of small and medium enterprises (SMEs). This study also investigated the mediating roles of internal and external supply chain integration between cloud computing assimilation and the SCF risks of SMEs, as well as the moderating role of environmental competitiveness. Design/methodology/approach Data was collected from surveys of SMEs located in China. Multiple regression analysis was used to validate the proposed theoretical model and research hypotheses. Findings The findings show that cloud computing assimilation could reduce the SCF risks of SMEs directly. The results also indicate that both internal and external supply chain integration mediate the relationship between cloud computing assimilation and SCF risks. Furthermore, environmental competitiveness inhibits the effects of cloud computing assimilation on SCF risks. Originality/value To our best knowledge, this is the preliminary study to explore the role of cloud computing assimilation in reducing the SCF risks of SMEs. Also, this study attempted to investigate the process by which cloud computing assimilation affects the SCF risks of SMEs.

Big data-driven supply chain and performance: a resource-based view

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Shampy Kamboj ◽  
Shruti Rana
Keyword(s):  
Big Data ◽  
Supply Chain ◽  
Small And Medium Enterprises ◽  
Data Driven ◽  
Equation Modeling ◽  
Firm Age ◽  
Content Type ◽  
Sustainable Performance ◽  
Medium Enterprises

PurposeThe main objective of this paper is to study the role of supply chain performance (SCP) as a mediator between big data-driven supply chain (BDDSC) and firm sustainable performance. In addition, the role of firm age as a moderator between BDDSC and SCP as well as between SCP and firm sustainable performance has also been explored.Design/methodology/approachThe 200 managers of medium or senior level positions in micro, small and medium enterprises (MSMEs) located at Delhi-NCR have been contacted. Further, collected data have been confirmed with confirmatory factor analysis (CFA). In this paper, structure equation modeling (SEM) has been employed to empirically check the proposed hypotheses and their relationships.FindingsThe findings confirmed that SCP mediates the link between BDDSC and firm sustainable performance. Additionally, firm age moderates the association between BDDSC and SCP as well as between SCP and firm sustainable performance.Research limitations/implicationsThe role of SCP and firm age between BDDSC and sustainable performance have been examined in the context of MSMEs in Delhi-NCR and thereby limit the generalization of results to other industries and country contexts.Originality/valueThe present study adds to the existing literature via recognizing the blackbox using SCP and firm age to comprehend BDDSC and firm sustainable performance relationship.

Intellectual capital and innovative performance: a mediation-moderation perspective

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Shafique Ur Rehman ◽  
Hamzah Elrehail ◽  
Abdallah Alsaad ◽  
Anam Bhatti
Keyword(s):  
Intellectual Capital ◽  
Structural Equation ◽  
Small And Medium Enterprises ◽  
Management Control ◽  
Business Strategies ◽  
Content Type ◽  
Innovative Performance ◽  
Innovative Capabilities ◽  
Medium Enterprises

PurposeThis study explores central questions related to the connection between intellectual capital (IC) and the innovative performance of organizations through the mediating role of management control systems (MCS) and business strategies, as well as the moderating role of innovation capabilities.Design/methodology/approachThe data was collected from the managers of small and medium enterprises (SMEs) through a structured questionnaire. Out of 1,152 questionnaires distributed, only 415 were used for analysis purposes. Structural equation modelling (SEM) was used to test the study hypotheses.FindingsIntellectual capital significantly influences MCS, business strategies and innovative performance. Moreover, MCS, business strategies and innovative capabilities significantly improve innovative performance. MCS and business strategies significantly mediate the relationship between intellectual capital and innovative performance. Finally, innovative capabilities significantly moderate that between intellectual capital and innovative performance.Practical implicationsThe current research examines how management should use MCS, business strategies, and innovative capabilities to take maximum benefit from intellectual capital in order to improve innovative performance.Originality/valueThis is pioneering research that develops a theoretical model to incorporate intellectual capital, MCS, business strategies, innovative capabilities and innovative performance. Even though the influence of various kinds of intangible assets/resources on innovative performance has been widely examined in the literature, scant attention has been paid to the role of MCS, business strategies, and innovative capabilities in leveraging the firm's intellectual capital.

Unravelling SMEs’ participation and success in public procurement

2020 ◽  
Vol 20 (4) ◽  
pp. 377-401 ◽  
Author(s):  
Carmela Di Mauro ◽  
Alessandro Ancarani ◽  
Tara Hartley
Keyword(s):  
Small And Medium Enterprises ◽  
Public Procurement ◽  
Sample Selection ◽  
Cross Sectional ◽  
Content Type ◽  
Factors Affecting ◽  
The Public ◽  
Ex Post ◽  
Medium Enterprises

Purpose This paper aims to investigate the role of micro, small and medium enterprises (MSMEs) within the Canadian public procurement, by seeking to identify barriers and supporting factors of MSMEs’ participation and success in public tenders. Design/methodology/approach The empirical analysis builds on a unique survey run by the Canadian federal government, which addressed firms either participating or not participating in public tenders. Model estimation on the survey data relies on sample selection methodologies, which allow separating determinants of MSMEs’ decision to participate from determinants of success. Findings Results provide evidence that costs stemming from asset specificity and uncertainty (e.g. costs of bidding, requirements for participation, bundling of contracts and award rules based on minimum price) affect participation in public procurement. Within MSMEs, micro-firms are the most discouraged from participating. However, after controlling for factors affecting participation, micro-firms emerge as having a higher success rate, possibly because of high specialization and joint participation with larger firms. Research limitations/implications Because of the cross-sectional nature of the data used for hypotheses testing, endogeneity may arise if ex post variables affect ex ante decisions. This may apply if participation in procurement feeds on success in past tenders. Social implications Findings may inform policies for the inclusion of smaller firms in the public marketplace. Originality/value To the best of the authors’ knowledge, this study is the first attempting to disentangle determinants of participation in public tenders from determinants of success. Separating the two aspects helps fine-tune SME-friendly public procurement policies, by identifying actions that effectively facilitate success of MSMEs in public tenders.

Determinants of SMEs intention to adopt Islamic crowdfunding model in Northwestern Nigeria

2020 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Mansur Ahmed Kazaure ◽  
Abdul Rashid Abdullah ◽  
Dahlia Binti Zawawi ◽  
Amer Hamzah
Keyword(s):  
Technology Acceptance ◽  
Small And Medium Enterprises ◽  
Financial Model ◽  
Content Type ◽  
Intention To Adopt ◽  
Alternative Sources ◽  
Acceptance Model ◽  
Medium Enterprises ◽  
Practical Implications

Purpose The study aims is to examine the determinant factors of small and medium enterprises’ (SMEs’) intention to adopt the Islamic crowdfunding model as alternative sources of finance. Design/methodology/approach Using a survey questionnaire, 385 responses were received from owners and managers of SMEs in three states (Kano, Kaduna and Katsina) of northwestern Nigeria and analyses using PLS-SEM 3.0 software. Findings All hypotheses were found to be significant. Research limitations/implications The research focused only on northwestern Nigeria; there is a need for further research to focus on other geographical zones in Nigeria. Practical implications Crowd funders and policymakers can use these findings to enable the adoption of the Islamic crowdfunding model. Originality/value The previous study has not examined the role of technology acceptance model in the adoption of the financial model; these findings contribute to the crowdfunding literature by filling this gap.

Cloud computing in SMEs: towards delegation of the CIO role

2020 ◽  
Vol 28 (2) ◽  
pp. 199-213
Author(s):  
Wafa Bouaynaya
Keyword(s):  
Cloud Computing ◽  
Open Source ◽  
Small And Medium Enterprises ◽  
Chief Information Officer ◽  
The Body ◽  
Migration Process ◽  
Content Type ◽  
Systems Security ◽  
Medium Enterprises

Purpose The purpose of this paper is to contribute to a growing body of research on information systems security, by studying open source alternatives for cloud computing. Several questions have been raised about the reliability of these promising but ambiguous offers, as the adoption of a cloud solution within an enterprise is generally accompanied by a change in the chief information officer (CIOs) role and loss of expertise. Design/methodology/approach The research uses a mixed research methodology: a first step is based on a questionnaire survey to investigate the security aspects of open source and understand the role of CIOs in the migration process. The investigation involved nearly 800 companies operating in the cloud computing sector in 16 European countries between November 2015 and January 2016. Then, this paper completes the research with a qualitative study by examining the activity of two sample companies. Findings Research confirms that open source cloud solutions offer a higher level of security than proprietary solutions. It is also noted that the role of CIOs is delegated to a third external actor: a transition CIO. Transition CIO is the guarantor of the strategic and security choices of small and medium enterprises. Research limitations/implications These findings have important implications and great value to managers and cloud computing providers, in terms of formulating better cloud computing solutions. This study can also assist in increasing their understanding of the new role of CIO in the migration process to cloud computing. Originality/value This study contributes to the body of research on cloud computing. It is first of its kind with its focus on open source alternatives. Another novelty of this research is that it suggests a new conception for the CIOs role in the migration to cloud computing. Finally, the findings of this study would serve as a European market study to different companies interested in cloud computing.

Impact of cultural intelligence on SME performance

2019 ◽  
Vol 6 (3) ◽  
pp. 161-185 ◽  
Author(s):  
Raavee Kadam ◽  
Srinivasa Rao ◽  
Waheed Kareem Abdul ◽  
Shazi Shah Jabeen
Keyword(s):  
Cultural Intelligence ◽  
Small And Medium Enterprises ◽  
Business Owners ◽  
Structural Equations ◽  
Content Type ◽  
Upper Echelons Theory ◽  
Multicultural Environment ◽  
Top Managers ◽  
Medium Enterprises

Purpose In environments characterized by high cultural diversity, the ability to understand the cultural makeup of the workforce and the environment would equip business owners with knowledge required to innovate, take risks and proactively change their business offerings. Drawing on the upper echelons theory and action-characteristics model of entrepreneurship, the purpose of this paper is to test how competencies of small business owners, namely, cultural intelligence (CQ) and entrepreneurial orientation (EO) contribute to the performance of their firms. Design/methodology/approach Using a sample of 106 small and medium enterprises (SMEs) from the UAE, the data were collected through structured questionnaires and analyzed using partial least squares–structural equations modeling. Findings Results showed that CQ of the SME owner has a positive effect on firm performance (FP) through the mediating role of EO. Also, CQ of the SME owner was found to have a direct effect on FP, thus asserting its importance as a valuable competency that SME owners need to cultivate when operating in a multicultural environment. Practical implications Skills of the top managers greatly influence the choices and decisions they make, which in turn impact the effectiveness of their organizations. This study focuses on the role of managerial competencies that need to be cultivated among SME owners that would contribute to the growth of their firms. Originality/value This research studies the role of an individual’s cross-cultural and entrepreneurial competencies that enable the organization to achieve higher performance.

The nexus between entrepreneurial orientation and performance: enabling roles of absorptive capacity

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Ismail Raisal ◽  
Arun Kumar Tarofder ◽  
Aboobucker Ilmudeen
Keyword(s):  
Absorptive Capacity ◽  
Entrepreneurial Orientation ◽  
Structural Equation ◽  
Positive Impact ◽  
Small And Medium Enterprises ◽  
Equation Modeling ◽  
Content Type ◽  
Mediating Role ◽  
Medium Enterprises

PurposeDeveloping countries’ economic growth very much depend on the successful performance of entrepreneurial-oriented firms. Entrepreneurial orientation (EO) is a valuable conjecturer of firm success. This study mainly focuses on analyzing the effect of EO on the firm performance (FP) with the mediating role of absorptive capacity (ACAP).Design/methodology/approachTo test the hypothetical model, we collected 226 valid responses from senior managers of small and medium enterprises (SMEs). The structural equation modeling technique is performed and research hypotheses are validated.FindingsThe findings show that the strong causal relations exit between EO, ACAP and FP. In brief, EO was found to be a predictor of ACAP, and ACAP has a strong positive impact on FP. Moreover, ACAP substantiated to be a mediator between EO and FP.Research limitations/implicationsA notable ramification of this finding is that for SMEs to enhance their performance via EO, the presence of ACAP as a mediator is essential.Practical implicationsThe findings of this study can be used as a basis to consider EO to increase firms' level of ACAP and to enhance FP. As a whole, the findings offer pragmatic insights for SMEs and pertinent stakeholders.Originality/valueSo far, little is known about the interrelationship between EO, ACAP and FP. Importantly, the mediating role of ACAP between EO and FP has remained unexplored. This study fills this gap in the existing literature.

The role of firm location and agglomeration economies on export propensity: the case of Portuguese SMEs

2020 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Rosa Portela Forte ◽  
Ana Rita Sá
Keyword(s):  
Small And Medium Enterprises ◽  
Probit Model ◽  
Agglomeration Economies ◽  
Export Intensity ◽  
Content Type ◽  
Congestion Costs ◽  
Export Spillovers ◽  
Medium Enterprises ◽  
High Congestion

PurposeThe present study seeks to assess whether the firm's location and agglomeration economies affect the firm's export propensity.Design/methodology/approachThis work is based on a sample of 20,234 Portuguese manufacturing small and medium enterprises (SMEs) and resort to the estimation of a probit model.FindingsEmpirical results show that the location and agglomeration economies have an important role in determining the firm's export propensity. In particular, the study concludes that SMEs located in coastal areas or close to the border are more likely to export. Furthermore, the study also concludes that specialization economies are an important driver of small and medium-sized firms' export propensity while export spillovers are particularly relevant for micro firms. However, urbanization, measured through firms density in NUTS3 region, negatively affects firms' export propensity, which may be due to high congestion costs in the regions with a high firms density.Originality/valueThis study focus on the determinants of the decision to export or the export propensity, particularly the external factors such as the firm's location and agglomeration economies. This is a relatively neglected topic in the literature that has focused on the determinants of export intensity.

What affects the export entrepreneurship of SMEs?

2020 ◽  
Vol 30 (2) ◽  
pp. 265-278
Author(s):  
Channappa Santhosh
Keyword(s):  
Conceptual Framework ◽  
Design Methodology ◽  
Social Ties ◽  
Small And Medium Enterprises ◽  
International Market ◽  
Engineering Industry ◽  
Content Type ◽  
Medium Enterprises ◽  
Practical Implications

Purpose The purpose of this paper is to analyse the different drivers’ and its impact on the export entrepreneurship (EE) of small and medium enterprises (SMEs). Design/methodology/approach The proposed conceptual framework has been tested through analysis of a sample of 102 internationalized (exports) SMEs of the Engineering industry in the Bangalore district, Karnataka, India. Findings Results reveal that firms with younger entrepreneurs who have industry-specific experience and different social ties are able to achieve higher performance. Practical implications Overall, results facilitate understanding of the importance of entrepreneurial capabilities to successfully formulate and strategize their international efforts to achieve better performance in the international market. Originality/value The study enhances the importance of understanding the role of different drivers on EE in the context of an emerging economy where studies are limited and largely unexplored till date.

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