Advanced Modelling of the Interplay between Public Governance and Digital Transformation: New Empirical Evidence from Structural Equation Modelling and Gaussian and Mixed-Markov Graphical Models

Crăciun, Andreea-Florentina; Țăran, Alexandra-Mădălina; Noja, Grațiela Georgiana; Pirtea, Marilen; Răcătăian, Raluca-Ioana

doi:10.3390/math11051168

Cited by 10 publications

(6 citation statements)

References 53 publications

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“…Utilizing Technology: by utilizing technology, public services can improve the quality and efficiency of services provided, so that people feel that the government is trying to provide the best service. (Noja and Cr, 2023) In the Surabaya Poltekpel institution, E-OFFICE has been implemented such as for example in SIK (Personnel Information System) office services, e-Mail, SiManset, online IKP, in the financial sector there are applications in the form of BIOS (BLU Integrated), -Performance, e-Monev while in services for registration for students in the form of SI POPEYE applications (Online Registration System), for services in obtaining library literacy in the form of applications e-Library, services in the academic field of cadets in the form of siakad applications and e-Learning, Tracer Study.…”

Section: Resultsmentioning

confidence: 99%

Building a Cultural Model of Excellent Service at the Polytechnic Pelayaran Surabaya in welcoming the era of Society 5.0

Rahayu,

Dahri,

Nugraha

2023

Int. J. Multidiscipline. Approach. Res. Sci.

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Polytechnic Pelayaran Surabaya (POLTEKPEL) in 2019, As part of government services that have successfully gained recognition as a Zone of Integrity Free from Corruption (WBK), this agency continues to take steps to achieve the title of Clean and Serving Bureaucratic Area (WBBM), in accordance with the concepts of bureaucratic reform and good governance. After experiencing a period of becoming a WBK predicate from 2019 to mid-2023, Surabaya Poltekpel continues to develop and create new innovations so that it can achieve the WBBM title and build a culture of excellent service in welcoming the era of Society 5.0.The type of research used in this study is Mixed methods research, This research adopts a Mixed Methods Research approach that combines quantitative and qualitative methods in the process of data collection and analysis. This approach provides assumptions that make it possible to direct how to obtain data from both types of approaches. The results showed that there was a change in the mindset of public services towards the era of Society 5.0, Public services by utilizing technology that can improve the quality and efficiency of services provided.in the Surabaya Poltekpel institution environment has been implemented E-OFFICE, Innovative Service: by developing innovation in providing better and more effective services, and the existence of data-based services and information openness so that it is necessary to create a model to build a culture of excellent service at the Surabaya Shipping Polytechnic, in welcoming the era of Society 5.0

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Section: Resultsmentioning

confidence: 99%

Building a Cultural Model of Excellent Service at the Polytechnic Pelayaran Surabaya in welcoming the era of Society 5.0

Rahayu,

Dahri,

Nugraha

2023

Int. J. Multidiscipline. Approach. Res. Sci.

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“…The main estimation method used to obtain the main results in this paper was structural equation modelling (SEM). The advantages of SEM compared to other conventional methods (e.g., independent correlation analysis or independent regression analysis) are the increased depth of analysis, its systemic character, and the consideration of multilateral connections between the indicators (Crăciun et al 2023).…”

Section: Methodsmentioning

confidence: 99%

Risk Mitigation in Agriculture in Support of COVID-19 Crisis Management

Leybert

Shmaliy

Gornostaeva

et al. 2023

Risks

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The main focus of this article is the problem of exacerbating agricultural risks in the context of the COVID-19 crisis, which started against the background of the novel coronavirus (COVID-19) pandemic. The motivation for conducting the research presented in this article was the desire to increase the resilience of agricultural companies to economic crises. This paper is aimed at studying the Russian experience of changing the production and financial risks of agricultural companies during the COVID-19 crisis, substantiating the important role of innovations in reducing these risks, and determining the prospects for risk management in agriculture based on innovations to increase its crisis resilience. Using the structural equation modelling (SEM) method, we modelled the contribution of innovations to the risk management of agriculture during the COVID-19 crisis. The advantages of the SEM method, compared to other conventional methods (e.g., independent correlation analysis or independent regression analysis), include the increased depth of analysis, its systemic character, and the consideration of multilateral connections between the indicators. Using the case-study method, a “smart” vertical farm framework is being developed, the risks of which are resistant to crises through the use of datasets and machine learning. The originality of this article lies in rethinking the risks of agriculture from the standpoint of “smart” technologies as a new risk factor and a way to increase resilience to crises. The theoretical significance of the results obtained is that they make it possible to systematically study the changes in the risks of agriculture in the context of the COVID-19 crisis, while outlining the prospects for increasing resilience to crises based on optimising the use of “smart” technologies. The practical significance of the article is related to the fact that the authors’ conclusions and applied recommendations on the use of datasets and machine learning by agricultural companies can improve the efficiency of agricultural risk management and ensure successful COVID-19 crisis management by agricultural companies.

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“…Sussan and Acs (2017) highlighted the relationship between digital platforms, entrepreneurship, and market dynamics, suggesting that public policy should reflect the nuances of digital entrepreneurship. Crăciun et al (2023) stressed the role of effective public governance in digital transformation for economic and social benefits. Rietmann (2023) observed that rural areas could boost competitiveness and community value through specialised knowledge, local supply chains, and policies that enable global market access.…”

Section: Literature Reviewmentioning

confidence: 99%

Entrepreneurship and Digitalisation in Eu: Twinning Insights Through a Panel Threshold Regression

Nicolescu,

Lobonț,

Vătavu

et al. 2024

Journal of Business Economics and Management

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The study methodologically employs, in a novel perspective, the panel threshold analysis, considering the time frame 2006–2020, to capture the relationship between new business density rate, as a proxy for entrepreneurship, and individuals’ digital inclusion, as a proxy for digitalisation in EU countries. Based on the human capital theory, the results indicated a strong single threshold effect between individuals’ digital inclusion and new business creation, confirming that entrepreneurship is influenced by the skills, knowledge, and experience of the entrepreneurs, including their education, training, and work history. For EU countries, individuals’ digital inclusion boosts business creation only after reaching a certain level. When separating the EU countries from the perspective of their Innovation Index performance, the threshold effect was statistically evidenced in all categories but with different values. The strongest positive influence from digitalisation towards entrepreneurship was visible in emerging countries, while the lowest was for countries classified as moderate innovators. The research provides an original framework for understanding the complex factors that drive entrepreneurship and can help researchers and practitioners develop strategies for promoting entrepreneurial activity. Digitalisation’s opportunities are significant, and entrepreneurial individuals and organisations able to adapt and innovate are more likely to be successful.

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Advanced Modelling of the Interplay between Public Governance and Digital Transformation: New Empirical Evidence from Structural Equation Modelling and Gaussian and Mixed-Markov Graphical Models

Cited by 10 publications

References 53 publications

Building a Cultural Model of Excellent Service at the Polytechnic Pelayaran Surabaya in welcoming the era of Society 5.0

Building a Cultural Model of Excellent Service at the Polytechnic Pelayaran Surabaya in welcoming the era of Society 5.0

Risk Mitigation in Agriculture in Support of COVID-19 Crisis Management

Entrepreneurship and Digitalisation in Eu: Twinning Insights Through a Panel Threshold Regression

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