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AbstractAdministrative regulation is an essential institutional arrangement for governing innovation in big data technology. Administrative penalties are one of its main methods. It is worth investigating whether administrative penalties can serve as an institutional safeguard to promote technological innovation. This study collects data on digital technology administrative penalty (DTAP) and big data technology innovation (BDTI) from 2008 to 2020 in 281 cities in China and empirically evaluates the impact and mechanism of DTAP on BDTI. The findings suggest that the normative impact of the DTAP system can foster a conducive business ecosystem for big data innovation. The incentive mechanism motivates firms to increase their long-term investment in technological innovation, while the deterrence mechanism ensures the existence of a regulated competitive market. These mechanisms play a crucial role in facilitating BDTI. Mechanism tests show that the DTAP has the potential to promote novel business models in the digital economy and accelerate progress in industrial digitalisation, which in turn promotes innovation in big data technologies. The impact of the DTAP on promoting BDTI is diverse, with a significantly greater impact in the first-tier cities. DTAP plays a more important role in fostering BDTI in places where the digital factor-driven industry is still in its early stages of development.

AbstractThis work comprehensively reviews the equations governing multicomponent flow and reactive transport in porous media on the pore-scale, mesoscale and continuum scale. For each of these approaches, the different numerical schemes for solving the coupled advection–diffusion-reactions equations are presented. The parameters influenced by coupled biological and chemical reactions in evolving porous media are emphasised and defined from a pore-scale perspective. Recent pore-scale studies, which have enhanced the basic understanding of processes that affect and control porous media parameters, are discussed. Subsequently, a summary of the common methods used to describe the transport process, fluid flow, reactive surface area and reaction parameters such as porosity, permeability and tortuosity are reviewed.

PurposeDigital economic innovation is associated with risks. The lack of a platform's profitability weakens the operation's ability to sustain innovators and increases the possibility of the business' termination. Relevant data demonstrate a significant upward trend in the exit of Chinese innovators of the digital economy. The study aims to clarify the role of an effective government and effective market in the prevention and control of the withdrawal of innovators.Design/methodology/approachBased on balanced panel data of 31 provinces and cities from 2010 to 2018, this study uses the individual fixed effect model to study the impact of the marketization level, the market's scale and government interventions on the withdrawal of innovators. Simultaneously, based on the spatial econometric model, this study examines the spatial spillover effect of the withdrawal of innovators.FindingsResults indicate that government interventions have an inhibiting effect on the withdrawal of innovators. Moreover, there was a positive "U"-shaped nonlinear relationship between the marketization level and the withdrawal of innovators, and an inverse "U"-shaped nonlinear relationship between the market size and the withdrawal of innovators.Originality/valueThe paper first studies the relationship between the exit of innovators and government intervention, marketization level and field scale; takes the lead in the research on the role of the government and effective market in the prevention and control of the exit of innovators from the perspective of the exit of innovators and puts forward policy suggestions to promote the sustainable and healthy development of fintech innovation in China from the market scale and other aspects.

Information and communication technology ICT has been strongly admissible used in teaching and learning process in the world. In Sudan, despite the Federal Ministry of General Education FMGE policy plan encourages the use of ICT in the education sector to advance the education system as one of the state's sectors. Apart from the FMGE policy plan to integrate ICT in education sector still, there is no progression of ICT in general education. Many factors hindered the integration of ICT in technical and vocational education and training TVET system particularly. Therefore, this study investigated the teachers' perceptions of ICT integration in TVET classes. The interviews used for collecting data from (10) teachers in Khartoum state. The results revealed that there is no clear ICT policy in education, the lack of physical, and ICT infrastructures, and lack of support in using ICT in TVET from the educational management. The findings imply that the government should increase efforts on ICT integration and also should involve various education stakeholder including teachers, the overall process of ICT integration in the TVET system. Additionally, international experiences are highly recommended to propose private ICT policy and, the modern digital learning materials might be equipped in TVET classrooms. Article DOI: https://dx.doi.org/10.20319/pijss.2018.42.639654 This work is licensed under the Creative Commons Attribution-Non-commercial 4.0 International License. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc/4.0/ or send a letter to Creative Commons, PO Box 1866, Mountain View, CA 94042, USA.

AbstractBased on theoretical analysis and both the digital economy development index and the FinTech development index, we use a time and individual two‐way fixed effects model to study the impact of the digital economy on FinTech, and the mechanism at work. Our results show that the digital economy can promote FinTech development and that this development level will increase by 12.4117 standard deviations each time the development level of the digital economy increases by one standard deviation. The underlying mechanism is that the digital economy augments the level of technological innovation to promote FinTech development; the digital economy enhances the FinTech development level by improving the quality of credit assets. Further research shows that the digital economy's promotion effect on FinTech is heterogeneous, given the proportion of agricultural loans: the higher the proportion of agricultural loans, the lower the digital economy's promotion effect on FinTech.

Abstract
Metals such as Zn and Cu present in sewage sludge applied to agricultural land can accumulate in soils and potentially mobilise into crops. Sequential extractions and X-ray absorption spectroscopy results are presented that show the speciation changes of Cu and Zn sorbed to anaerobic digestion sludge after mixing with soils over three consecutive 6-week cropping cycles, with and without spring barley (Hordeum vulgare). Cu and Zn in digested sewage sludge are primarily in metal sulphide phases formed during anaerobic digestion. When Cu and Zn spiked sludge was mixed with the soil, about 40% of Cu(I)-S phases and all Zn(II)-S phases in the amended sludge were converted to other phases (mainly Cu(I)-O and outer sphere Zn(II)-O phases). Further transformations occurred over time, and with crop growth. After 18 weeks of crop growth, about 60% of Cu added as Cu(I)-S phases was converted to other phases, with an increase in organo-Cu(II) phases. As a result, Cu and Zn extractability in the sludge-amended soil decreased with time and crop growth. Over 18 weeks, the proportions of Cu and Zn in the exchangeable fraction decreased from 36% and 70%, respectively, in freshly amended soil, to 28% and 59% without crop growth, and to 24% and 53% with crop growth. Overall, while sewage sludge application to land will probably increase the overall metal concentrations, metal bioavailability tends to reduce over time. Therefore, safety assessments for sludge application in agriculture should be based on both metal concentrations present and their specific binding strength within the amended soil.