Big Data Capabilities and Firm’s Performance: A Mediating Role of Competitive Advantage

2018 ◽  
Vol 17 (04) ◽  
pp. 1850045 ◽  
Author(s):  
Muhammad Anwar ◽  
Sher Zaman Khan ◽  
Syed Zulfiqar Ali Shah
Keyword(s):  
Big Data ◽  
Firm Performance ◽  
Competitive Advantage ◽  
Structural Equation ◽  
Positive Impact ◽  
Superior Performance ◽  
Dynamic Markets ◽  
Mediating Role ◽  
The Impact

Big data (BD) capabilities have now grabbed the attention of strategic management researchers because of their significant role in firm’s performance and success. Nonetheless, very little empirical evidence has so far been put forward about the contribution of BD capabilities towards a firm performance and Competitive Advantage (CA). This research examines the impact of Big Data Technological Capabilities (BDTC) and Big Data Personal Capabilities (BDPC) on firms’ performance with a mediating role of CA among the firms operating in the world’s top emerging economy such as China. Data were collected through structured questionnaires using a sample size of 312 firms. The hypotheses were tested in AMOS.21 using Structural Equation Modelling (SEM). The results indicate that BDTC and BDPC have significant positive impact on firm performance and CA and there is also significant positive relationship between CA and firm performance. The study highlights that CA partially mediates the relationship between BDTC and firm performance as well as between BDPC and firm performance. Hence, BD-oriented firms achieve CA which in turn leads to superior performance in dynamic markets. This study discussed implications for managerial practices.

BUSINESS MODEL INNOVATION AND SMEs PERFORMANCE — DOES COMPETITIVE ADVANTAGE MEDIATE?

2018 ◽  
Vol 22 (07) ◽  
pp. 1850057 ◽  
Author(s):  
MUHAMMAD ANWAR
Keyword(s):  
Competitive Advantage ◽  
Business Model ◽  
Structural Equation ◽  
Positive Impact ◽  
Emerging Market ◽  
Empirical Studies ◽  
Business Model Innovation ◽  
Superior Performance ◽  
Mediating Role

In the era of globalisation and dynamic market, firms look for competitive advantage and survival using different sources and resources. Prior studies have indicated that Business Model Innovation (BMI) is a core driver for firm’s survival and superior performance especially in growing industries. However, the role of BMI has been discussed theoretically and exploratory while empirical studies are still lacking. Hence, this study examines the importance of BMI in SME performance and the mediating role of competitive advantage. Data were collected through structured questionnaires using a sample size of 303 manufacturing SMEs operating in the emerging market of Pakistan. Hypotheses were tested through Structural Equation Modelling (SEM) using AMOS.21. The results indicate that BMI has a significant positive impact on competitive advantage and SME performance. Competitive advantage partially mediates the relationship between BMI and SME performance. Firms are required to create an effective business model to acquire competitive advantage and superior financial performance. Implications for practice have been discussed.

The Effect of Big Data Analytic Capabilities Upon Bank Performance via FinTech Innovation

2021 ◽  
Vol 13 (4) ◽  
pp. 62-87
Author(s):  
Ahmed Al-Dmour ◽  
Rand H. Al-Dmour ◽  
Hani H. Al-Dmour ◽  
Eatadal Basheer Ahmadamin
Keyword(s):  
Big Data ◽  
United Arab Emirates ◽  
Structural Equation ◽  
Positive Influence ◽  
Equation Modeling ◽  
Bank Performance ◽  
Senior Managers ◽  
Mediating Role ◽  
The Impact

This study aims to examine and validate the impact of big data analytical capabilities (individual, organizational, and technological) on bank performance via the mediating role of Fintech innovation in commercial banks operating in the United Arab Emirates (UAE). Based on a literature review, resource-based theory, and financial innovation theory, an integrated conceptual framework was developed to guide the study. A quantitative survey approach was used, and the data was collected from 236 banks' senior managers (IT, financial, and marketers). Amos 21 structural equation modeling (SEM) was used to analyze and verify the study variables. The main findings revealed that big data analytical capabilities had a significant positive influence on bank performance. Fintech innovation acted as partial mediators in this relationship.

scholarly journals Relationships between digital maturity, organizational agility, and firm performance: An empirical investigation on SMEs

2021 ◽  
Vol 9 (2) ◽  
pp. 486-502
Author(s):  
Büşra Alma Çallı ◽  
Levent Çallı
Keyword(s):  
Firm Performance ◽  
Information And Communication Technologies ◽  
Structural Equation ◽  
Positive Impact ◽  
Sampling Technique ◽  
Equation Modeling ◽  
Marmara Region ◽  
Organizational Agility ◽  
The Impact

Digitalization has significant power to boost the performance of small and medium-sized enterprises (SMEs). Most scholars approached the phenomenon from different standpoints by examining the effects of information technology skills, digital skills, information systems capabilities, information and communication technologies (ICT) adoption, and digitalization on firm performance. However, although the terms are interrelated, the impact of digital maturity on SMEs' performance has been rarely investigated. Digital maturity examines the extent of digitalization and digital capabilities of organizations, which is essential in evaluating state-of-the-art organizations' digitalization efforts and providing a roadmap for further improvement. Although digitalization offers various benefits to organizations, its direct effect on the performance outcome is still arguable. Prior studies had revealed mixed findings when they assessed the impact of digital maturity on firm performance. Hence, some studies called for research for the examination of possible intervening variables. Consequently, this study examines the effects of digital maturity and organizational agility on firm performance. Furthermore, the moderating role of organizational agility in the digital maturity-firm performance link is also investigated. Data for testing the proposed model was collected from SMEs in the Marmara Region of Turkey using a convenience sampling technique. The structural equation modeling with partial least squares estimation (PLS-SEM) approach was used to analyze 119 responses collected from SMEs via face-to-face and online questionnaires. Eighty-two of the respondents identified themselves as entrepreneurs/partners. 13 respondents are senior executives, 14 are mid-level managers, 8 are white-collar employees, and two stated that they work in different positions than these. The findings show that organizational agility and digital maturity have a positive impact on firm performance. However, when the role of organizational agility is examined as a moderator, it is discovered that the factor reduces the effect of digital maturity on firm performance.

The mediating role of organizational innovation on the impact of strategic agility on firm performance

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Tayfun Yildiz ◽  
Zafer Aykanat
Keyword(s):  
Firm Performance ◽  
Competitive Advantage ◽  
Organizational Innovation ◽  
Marmara Region ◽  
Industrial Zone ◽  
Content Type ◽  
Mediating Role ◽  
Strategic Agility ◽  
The Impact

PurposeThe field of strategic management mainly concerns with the achievement and sustainability of competitive advantage since the sustainability of strategic competitive advantage is more challenging. The concept of innovation can also be regarded as a to respond continuously changing environmental conditions and to sustain firm profits. The aim of this paper is to examine the mediating role of organizational innovation for the impact of strategic agility on firm performance and to determine the relationship among variables. Although there is a significant amount of work on organizational innovation, literature is still lacking in the debate on strategic agility and firm performance.Design/methodology/approachAn online questionnaire was administered to 216 firms operating in the Sakarya Organized Industrial Zone (Marmara Region of Turkey) during September–December 2019 and the data were analyzed using structural equation analysis for hypothesis testing.FindingsResults reveal that strategic agility has a positive impact on both firm performance (ß = 0.895) and organizational innovation (ß = 0.854), and organizational innovation (ß = 0.485) plays a partial mediating role on this relationship.Originality/valueThe results of this study improve our understanding of how these factors affect firm performance in the organized industrial zone.

scholarly journals Intellectual Capital and Firm Performance Correlation: The Mediation Role of Innovation Capability in Malaysian Manufacturing SMEs Perspective

2021 ◽  
Vol 14 (1) ◽  
pp. 154
Author(s):  
Zainab M. Aljuboori ◽  
Harcharanjit Singh ◽  
Hossam Haddad ◽  
Nidal Mahmoud Al-Ramahi ◽  
Mostafa A. Ali
Keyword(s):  
Firm Performance ◽  
Intellectual Capital ◽  
Structural Equation ◽  
Equation Model ◽  
Innovation Capability ◽  
Manufacturing Enterprises ◽  
Mediating Role ◽  
Capital Development ◽  
The Impact

Understanding of intellectual capital’s influence on the firm performance has received immense interest in recent years. In this view, the impact of various intellectual capital components, including human, structural, and relational capital, on the performance of small- and medium-sized Malaysian manufacturing enterprises were examined. A correlation between intellectual capital and firm performance were established based on the mediating role of innovation capability. To achieve this goal, a stratified sampling method was used wherein 262 participants’ responses from the focused manufacturing firms were obtained and analyzed via the structural equation model (SEM) and resource-based view (RBV). Statistical tools like SPSS.v25 and SmartPLS.v3 were used. The results showed that the relationship between intellectual capital and firm performance was strengthened due to the mediation of innovation capability, thereby gaining higher competitive advantages. It was asserted that the present comprehensive analyses may offer a useful information and guidance to the academics, owners/managers, and policymakers involving the impact of intellectual capital development towards improving the Malaysian SMEs performance.

The Role of Career Self-Efficacy on the Effect of Parental Career Behaviors on Career Exploration: A Study on School of Tourism and Hotel Management’ Students

2016 ◽  
Vol 3 (1) ◽  
pp. 143 ◽  
Author(s):  
Selahattin Kanten ◽  
Pelin Kanten ◽  
Murat Yeşiltaş
Keyword(s):  
Undergraduate Students ◽  
Self Efficacy ◽  
Structural Equation ◽  
Career Exploration ◽  
Equation Modeling ◽  
Survey Method ◽  
Hotel Management ◽  
Mediating Role ◽  
The Impact

This study aims to investigate the impact of parental career behaviors on undergraduate student’s career exploration and the mediating role of career self-efficacy. In the literature it is suggested that some social and individual factors facilitate students’ career exploration. Therefore, parental career behaviors and career self-efficacy is considered as predictors of student’s career exploration attitudes within the scope of the study. In this respect, data which are collected from 405 undergraduate students having an education on tourism and hotel management field by the survey method are analyzed by using the structural equation modeling. The results of the study indicate that parental career behaviors which are addressed support; interference and lack of engagement have a significant effect on student’s career exploration behaviors such as intended-systematic exploration, environment exploration and self-exploration. In addition, it has been found that one of the dimensions of parental career behaviors addressed as a lack of engagement has a significant effect on career self-efficacy levels of students. However, research results indicate that student’s career self-efficacy has a significant effect on only the self-exploration dimension. On the other hand, career self-efficacy has a partial mediating role between lack of engagement attitudes of parents and career exploration behaviors of students.

scholarly journals Exploring the Relationship between Communication and Success of Construction Projects: The Mediating Role of Conflict

2021 ◽  
Vol 13 (8) ◽  
pp. 4513
Author(s):  
Summaira Malik ◽  
Muhammad Taqi ◽  
José Moleiro Martins ◽  
Mário Nuno Mata ◽  
João Manuel Pereira ◽  
...  
Keyword(s):  
Project Success ◽  
Negative Impact ◽  
Positive Impact ◽  
Construction Project ◽  
Project Team ◽  
Relationship Conflict ◽  
Team Members ◽  
Mediating Role ◽  
The Impact

The success of a construction project is a widely discussed topic, even today, and there exists a difference of opinion. The impact of communication and conflict on project success is an important, but least addressed, issue in literature, especially in the case of underdeveloped countries. Miscommunication and conflict not only hinder the success of a project but also may lead to conflicts. The focus of this paper was to examine the impact of communication on project success with the mediating role of conflict. By using SPSS, demographics, descriptive statistics and correlation were determined. Smart PLS version 3.0 was used for confirmatory factor analysis (CFA), internal accuracy and validity estimates, hypothesis checking and mediation testing. The results showed that formal communication has a negative impact on the success of a construction project, resulting in conflicts among project team members, whereas informal communication and communication willingness have a positive impact on project success because people tend to know each other, and trust is developed. Task, process and relationship conflicts were used as mediating variables. It was found that task conflict effects the relations positively because project team members suggest different ways to do a certain task, and, hence, project success is achieved. On the contrary, process conflict and relationship conflict have a negative impact on communication and project success. Both of these conflicts lead to miscommunication, and project success is compromised. Hence, it is the responsibility of the project manager to enhance communication among project team members and to reduce the detrimental effects of process and relationship conflict on project success.

Toward a Smart Organization, Integrating KM Processes and Organizational Capabilities

2022 ◽  
Vol 14 (1) ◽  
pp. 0-0
Keyword(s):  
Structural Equation ◽  
Common Knowledge ◽  
Organizational Capabilities ◽  
Equation Modeling ◽  
Direct Impact ◽  
Suggested Model ◽  
Mediating Role ◽  
The Impact ◽  
Telecommunications Companies

It is common knowledge that organizations today face the challenges of growing competition. Therefore, organizations need to develop smarter to plan for several diverse and real-time challenges. The aim of this paper is to test the impact of knowledge management (KM) processes, organizational capabilities (OC), and mediating KM mechanisms and KM technologies toward a smart organization (SO). In this paper, structural equation modeling was applied by using Smart PLS 3.3.3 software to test hypotheses and the accuracy of the suggested model. The results showed a direct impact between all constructs and are a reflection of the SO of the employees (N=225) working in three Jordanian telecommunications companies. Additionally, the outcomes provision the partial mediating role of KM mechanisms and KM technology with OC in the SO. These outcomes can support leaders in generating a consciousness in addition to favorable OC, KM mechanisms, and KM technologies inside the organization, which enables the actual implementation of SO and uses the outcomes to plan their SO strategies.

scholarly journals THE IMPACT OF PERCEIVED ENVIRONMENTAL RESPONSIBILITY ON TOURISTS’ INTENTION TO VISIT GREEN HOTEL: THE MEDIATING ROLE OF ATTITUDE

2021 ◽  
Vol 34 (1) ◽  
pp. 9-13
Author(s):  
Ataul Karim PATWARY ◽  
◽  
Hamimi OMAR ◽  
Shaharuddin TAHIR ◽  
◽  
...  
Keyword(s):  
Environmental Degradation ◽  
Structural Equation ◽  
Quantitative Research ◽  
Environmental Responsibility ◽  
Negative Effects ◽  
Mediating Role ◽  
Green Hotel ◽  
The Impact ◽  
Green Hotels

Although the hospitality and tourism industries contribute considerably to every country's economy, at the same time, it has negative effects on the climate. Hotel industry operations consume enormous amounts of energy which eventually contribute to environmental degradation. Hotel operations do not only cause environmental issues, but customers also play a significant role in creating these issues. Scholars, mainly in this field, have investigated the causes of environmental degradation from the perspective of hotel operations rather than customers. Therefore, this study aims to examine the influence of perceived environmental responsibility on tourists' attitude and intention to visit green hotels in Malaysia. It further examined the mediating role of attitude in between perceived environmental responsibility and intention. The study used a quantitative research design and interviewed 393 international tourists in Malaysia using systematic random sampling. For analysis techniques, the study used Structural Equation Modelling by PLS-SEM. The study found that consumers' perceived environmental responsibility influences significantly on tourists' attitude and intention. It also revealed that consumers' attitude mediates the in-between perceived environmental responsibility and intention to visit green hotels in Malaysia.

scholarly journals Role of Business Intelligence in Banking Sector for Achieving Competitive Advantage- An Empirical Analysis

2021 ◽  
Vol 19 (1) ◽  
Keyword(s):  
Competitive Advantage ◽  
Business Intelligence ◽  
Quantitative Research ◽  
Banking Sector ◽  
Statistical Tests ◽  
Firm Strategy ◽  
Middle Level ◽  
Mediating Role ◽  
The Impact

With recent advancements in information technology, organizations’ capability to acquire and analyze data for efficient decision making has increased. Good strategies promote alignment among processes and technology in use, which may result in better firm performance. However, there has been little focus on how firm strategies and business intelligence (BI) systems might play their part in forming organizational information and getting a competitive edge. Therefore, the purpose of conducting this study is to investigate the impact of firm strategy on firm competitive advantage with mediating role of BI adoption and moderating role of BI capabilities. For this, a quantitative research methodology was used, and data was collected from 300 middle-level managers in Pakistan's telecom sector. Statistical tests such as descriptive statistics, correlation, reliability analysis, one-way ANOVA, confirmatory factor analysis, and mediation analysis through Hayes process were performed using SPSS and AMOS. The findings revealed a positive link between firm strategy and competitive advantage, with business intelligence adoption serving as a mediating factor. Business intelligence capabilities positively moderate the relationship between BI adoption and competitive advantage. Hence, all proposed hypotheses (H1, H2, and H3) were approved. The contribution and Limitation of the study are also discussed.

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