The nexus between data analytics and firm performance

Gul, Raazia; Ellahi, Nazima

doi:10.1080/23311975.2021.1923360

Cited by 12 publications

(6 citation statements)

References 22 publications

(46 reference statements)

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“…A critical component in achieving both incremental and radical improvements is the ability for predictive analytics. Gul et al (2021) show that when properly used, the increased access and availability of information technology solutions, including big data and internet of things induced customer feedback, bring a significant increase in firm performance.…”

Section: The Influence Of Digitalisation On Quality Managementmentioning

confidence: 99%

The influence of digitalisation on the role of quality professionals and their practices

Martín

Dang

Gremyr

2023

Cogent Business & Management

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Studies suggest that quality management professionals need a range of skills to simultaneously exploit current operational models and explore digital transformation. However, there is limited research on the impact of digitalisation on improvement work, associated practices and the skills and competencies of quality management professionals. To contribute to this gap, this study draws on a framework based on a conceptual combination of the principles of quality management and the field of occupational competence. The study aims to understand how digitalisation influences the role of quality management professionals, by assessing its influence on the professionals' improvement practices. The study employs a multiple cross-case research design with data from interviews with nine interviewees, and two focus groups. The results show a so far nascent and limited influence of digitalisation on improvement practices, a need for explorative and team-based practices. Moreover, nine needed skills areas to enhance the professionals' potential to benefit from digitalisation in improvement work are suggested. These are Integrator, Pragmatic approach based on a good understanding of possibilities, Change management, Process management, General project management, Improvement analysis, Predictive and proactive approach in QM, General IT and Big data proficiency.

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Section: The Influence Of Digitalisation On Quality Managementmentioning

confidence: 99%

The influence of digitalisation on the role of quality professionals and their practices

Martín

Dang

Gremyr

2023

Cogent Business & Management

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“…Nevertheless, the literature reveals a paradox concerning the financial consequences of using digital platforms, with a potential reduction in the sale of goods accompanied by an increase in services (Hänninen & Smedlund, 2021). Additionally, investments in data analytics in the banking sector may increase productivity, but they also lead to a reduction in return on equity and return on assets (Gul & Ellahi, 2021). The relationship between digitalization and financial performance may follow an inverted U-shaped curve, with dynamic capability positively influencing this link (Yu et al, 2023).…”

Section: Budgeting Functions and The Determinants Of Their Executionmentioning

confidence: 99%

Impact of Digitalization on Budgeting Functions: An Investigation into Contingency Theory Perspectives

KARMAŃSKA,

PIOSIK

2023

JAES

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The objectives of this article are to examine whether the application of digitalization in enterprise budgeting affects the fulfilment of budgeting functions and their qualitative characteristics, and to investigate whether the realization of budgeting functions brings benefits. The research was conducted from the perspective of contingency theory, both internal and external conditions. The study used an online survey targeting company budgeting staff. Structural Equation Modelling was utilized to validate the structural model (PLS-SEM technique). The conclusions confirm that the application of digitalization, which particularly pertains to ERP, business intelligence systems, and accounting systems with budgeting solutions, positively impacts the fulfilment of budgeting functions and most of their qualitative characteristics, while blockchain makes a minor contribution. Our research suggests that contingency variables, particularly internal ones such as company size, the quality of the organizational structure, and support for competitive strategy, continue to affect budgeting implementation even with the participation of digitalization in budgeting. Budgeting functions and their qualitative aspects are notably correlated with the advantages derived from budgeting, including financial performance, sustainable development and budget task execution.

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“…Nevertheless, the literature reveals a paradox concerning the financial consequences of using digital platforms, with a potential reduction in the sale of goods accompanied by an increase in services [79]. Additionally, investments in data analytics in the banking sector may increase productivity, but they also lead to a reduction in return on equity and return on assets [80]. The relationship between digitalization and financial performance may follow an inverted U-shaped curve, with dynamic capability positively influencing this link [81].…”

Section: Digitalization Its Instruments and Its Impact On Company Per...mentioning

confidence: 99%

Impact of Digitalization on Budgeting Functions: An Investigation into Contingency Theory Perspectives

Piosik,

Karmańska

2023

Preprint

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The objectives of this article are to examine whether the application of digitalization in enterprise budgeting affects the fulfilment of budgeting functions and their qualitative characteristics, and to investigate whether the realization of budgeting functions brings benefits. The research was conducted from the perspective of contingency theory, both internal and external conditions. The study used an online survey targeting company budgeting staff. Structural Equation Modelling was utilized to validate the structural model (PLS-SEM technique). The conclusions confirm that the application of digitalization, which particularly pertains to ERP, Business Intelligence systems and accounting systems with budgeting solutions, positively impacts the fulfilment of budgeting functions and most of their qualitative characteristics, while Blockchain makes a minor contribution. Our research suggests that contingency variables, particularly internal ones such as company size, the quality of the organizational structure, and support for competitive strategy, continue to affect budgeting implementation even with the participation of digitalization in budgeting. Budgeting functions and their qualitative aspects are notably correlated with the advantages derived from budgeting, including financial performance, sustainable development and budget task execution.

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The nexus between data analytics and firm performance

Cited by 12 publications

References 22 publications

The influence of digitalisation on the role of quality professionals and their practices

The influence of digitalisation on the role of quality professionals and their practices

Impact of Digitalization on Budgeting Functions: An Investigation into Contingency Theory Perspectives

Impact of Digitalization on Budgeting Functions: An Investigation into Contingency Theory Perspectives

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