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This paper aims to investigate how information and communication technology (ICT) services and digital finance affect the development of international tourism.

The two-way fixed effect panel regression model, spatial econometric model, panel threshold regression model and panel quantile regression model are used. Data on tourism, economic and social development in 198 Chinese cities from 2011 to 2020 are analyzed.

This study finds that digital economy including ICT services and digital finance has significantly promoted the development of international tourism industry, while there is a negative spatial spillover effect. The promotion effect of international tourism increases significantly after digital innovation reaches the threshold value. International tourism is benefiting more from digital economy with the development of international tourism industry.

The development quality of international tourism industry has not been analyzed due to data limitations, and the mechanism has not been tested.

This study creatively reveals the development of international tourism industry in the digital economy era from ICT services and digital finance perspectives. This study also shows the spatial, nonlinear and asymmetric relationship between digital economy and international tourism.

The purpose of this study is to examine the effects of financial development on the economic growth of jurisdictions with systemically important Islamic finance.

The authors use several estimation methods. The primary analysis is based on the LSDVC method using a sample of 23 countries covering the period of 2000–2019.

The findings suggest that the financial sector may not be a significant factor in determining economic growth, or that it may decrease it depending on the proxy used. These results are in line with recent studies and robust across different estimation specifications and methods used.

Finance practitioners may reconsider the way they conduct their daily activities as their impact on economic growth is fading away. Similarly, policymakers should consider the role that financial development plays in economic growth alongside other factors that may influence its impact. It may be necessary to examine the moderating effects of institutional development on the relationship between finance and growth and consider the channels through which financial development can contribute to economic growth. Additionally, it would be useful to study the impact of Islamic finance on economic growth using different data sources.

Although the topic has been explored using different data sets and focusing on different samples, it has not been explored considering the impact of Islamic finance development on economic growth. Given the global appeal of the Islamic finance industry, it is worth investigating its significance for economic growth.

As an important measure to promote sustainable development, green finance has developed rapidly in recent years. In order to comprehensively analyze the positive and negative indicators of the influencing factors of green finance, this paper puts forward a grey relational method of spatial-temporal panel data from the perspective of the development trend of the object dimension indicators and the performance difference between the time dimension indicators.

From the different perspectives of object dimension and time dimension, the positive and negative indicators are standardized differently considering the reverse of indicators and characterizing factors. The grey absolute relational degree is used to define the matrix sequence. This method reflects the development trend of objects in time and the difference characteristics among objects, which comprehensively represents the correlation between the reference panel and the comparison panel.

The results show that: (1) The object dimension reflects the internal driving force of the development of green finance in each provincial administrative region and the time dimension reflects the relationship between regional differences of influencing factors and green finance. (2) From the object dimension, the influencing factors of green finance from high to low are economic development potential, economic development level, air temperature, policy support, green innovation and air quality. (3) From the time dimension, the influencing factors of green finance from high to low are green innovation, air quality, economic development potential, economic development level, policy support and air temperature.

The different standardized processing methods of positive and negative indicators proposed in this paper not only eliminate the sample dimension, but also study the grey relational degree among the indicator panels from different reference dimensions. The proposed model is applied to identify the influencing factors of green finance, which expands the practical application scope of the grey relational model. The research results can provide reference for relevant departments to better promote the development of green finance.

This paper mainly explores the relationship between digital inclusive finance and financing constraints of technological-based SMEs, and how digital inclusive finance affects the financing constraints of technology-based SMEs. This paper empirically analyzes the relationship between them through the OLS model, and then further verifies the relationship between them through robust regression and heterogeneity analysis. At the same time, it uses the mechanism test to explore how digital inclusive finance affects the financing constraints of technology-based SMEs. This paper aims to address these issues.

This paper aims to explain the relationship between digital inclusive finance and financing constraints of technological-based SMEs. Technology-based SMEs always face the difficult problem of “financing difficulty” and “financing expensive” in the development process, which hinders the survival and development of enterprises to some extent. Digital inclusive finance development policy vigorously promoted by the state has alleviated the financing constraints of technology-based SMEs and brought opportunities for their development.

The results show that the role of digital inclusive finance in alleviating the financing constraints of technology-based SMEs, and incremental supplement and alleviating information asymmetry are the main reasons for digital inclusive finance to alleviate the financing constraints of technology-based SMEs. In view of the availability of digital inclusive financial data, this paper only uses the data from 2014 to 2019.

The authors’ research clearly found that the development of digital inclusive finance alleviates the financing of technology-based SMEs from the two aspects of “incremental supplement” and alleviating information asymmetry, so as to provide corresponding reference basis for the government to formulate a series of plans to support the development of technology-based SMEs.

This study intends to explore the relationship between digital finance and the vertical specialization of firms. The following questions are discussed: (1) As a representative new financial development model, what is the role of digital finance in the vertical specialization of firms? (2) If digital finance improves the level of vertical specialization of firms, what is the mechanism behind such improvement? (3) How does digital finance impact the vertical specialization of firms in different regions, industries, and firms?

A two-way fixed-effect model of panel data is proposed to verify the relationship between digital finance and the vertical specialization of firms. This model is constructed by matching the city-level data of digital finance with the data of China's A-share listed companies from 2011 to 2018. Meanwhile, the instrumental variable (IV) method and difference-in-difference (DID) method are adopted to deal with the endogeneity problem of the model.

The authors' study finds that digital finance has significantly improved the level of vertical specialization of firms. The result is robust under the endogeneity consideration and a series of robustness tests. After the dimensionality of the index is reduced, the depth of digital finance usage is more conducive to the improvement of the vertical specialization of firms compared with the width of digital finance coverage and the level of financial digitization. Digital finance mainly improves the level of vertical specialization of firms by reducing transaction costs and increasing the market thickness of the intermediate products. Moreover, digital finance has certain heterogeneity in promoting the vertical specialization of firms, an effect that is more significant in the eastern region, manufacturing industry and state-owned enterprises (SOEs).

The first limitation is the mechanism test. This research only analyzes the mechanism from transaction cost and the market thickness of the intermediate products. With the rapid development of information technology, digital finance will be further integrated into people's production and life. There will then be more mechanisms that should be explored between digital finance and the vertical specialization of firms. Another limitation is the data sample of this paper. The conclusions of this research are based only on the data of listed companies. However, in the authors' opinion, the specialization level of small and medium-sized enterprise (SMEs) should be higher. Therefore, the conclusions of this work are underestimated, which can be considered as the lower limit of digital finance for enterprise specialization.

As a favorable financing channel to supplement traditional financial service functions, digital finance plays a critical role in the operating efficiency of enterprises and the effective allocation of macro resources. The authors' research shows that digital finance has significantly improved the vertical specialization of firms. This conclusion provides guides to improve the production efficiency of enterprises and the quality of economic development.

This paper has three main contributions. (1) The relationship between financial development and the vertical specialization of firms is innovatively discussed from the perspective of digital finance, which implies that digital finance can effectively promote the level of vertical specialization of firms. (2) This paper provides new perspectives and ideas to reveal the impact mechanism of digital finance on the real economy by systematically analyzing the mechanism of digital finance on the vertical specialization of firms from the perspectives of transaction costs and financing constraints. (3) The regional differences in the development of digital finance, industry differences in the vertical specialization of firms and differences in the nature of enterprise property rights are all under consideration, which improves the effectiveness and pertinence of digital finance in promoting the vertical specialization of firms.

The paper aims to study the importance of financial market development and financial structure in explaining the financial policies of firms in emerging market countries.

The paper uses a panel data of 32 countries and the system generalized method of moments approach.

The analysis shows that stock market development is associated with higher use of external finance relative to internal finance, while bond market development is associated with lower use of external finance relative to internal finance. The findings of this study also indicate that stock market development tends to shift the policies of firms towards less debt and more equity, and bond market development is associated with higher debt and less equity in emerging economies.

The value of this study is in respect of its contribution to the extant literature on corporate financial policies in emerging market economies.

There are many studies related to finance-growth nexus, but existing empirical evidences still have not provided conclusive result of the nature and direction of this relationship. Moreover, there are only few studies about finance-growth nexus seen from Islamic finance perspective, especially in Indonesia. Therefore, this study aims to examine the nature of causal relationship between Islamic finance development and economic growth in Indonesia seen from the development of Islamic banking, sukuk market and Islamic stock market.

By using quarterly data from 2002Q3 to 2017Q4, this study uses vector autoregressive (VAR) model, then uses granger causality and impulse response function to analyze the causal relationship between Islamic finance development and economic growth and also among three main sub-sectors of Islamic finance.

This study found that Islamic banking development and Islamic stock market development support neutrality hypotheses view, while sukuk market development supports supply-leading hypotheses view. Moreover, this study also found that there are unidirectional causalities from sukuk market development to Islamic banking development and from sukuk market development to Islamic stock market development.

This study focuses only on the development of Islamic finance viewed from a macro perspective and only looks at how the three main sub-sectors in Islamic finance develop. In addition, the results of research related to finance-growth nexus are also sensitive to the object of research, the method and the proxies of variables used.

To the best of the authors’ knowledge, there is no study that examines the causal relationship between Islamic finance development and economic growth in Indonesia based on its three main sub-sectors simultaneously. So, this study gives empirical evidence to contribute on finance-growth nexus discussion based on three main sub-sectors of Islamic finance development in Indonesia.

To vindicate whether or not there are signs of social and developmental role in the current practice of Islamic banking in Sudan, a criterion required by the rules guiding the Islamic circulation of money and investment.

The objective of the paper is to draw attention to this important, but neglected aspect of Islamic finance, by assessing some indicators of Islamic banking in Sudan such as: the geographical distribution of Islamic banks (ISBs), short vs long‐term investment, credit by modes of financing used, sectoral distribution of financing, role in poverty alleviation, harmonization of the Shari’aa rules with economic thinking to cope with today's modern and global world development constraints, and the developmental role of ISBs within globalization.

Many banking indicators in Sudan are signs of the weak size of the financial sector and financial liquidity, low confidence in the banking system, and low and poor credit performance. Banks are also characterized by unti‐developmental signs of regional inequality of distribution of branches, use of sales modes; uneven, short‐term and modern‐sector‐biased distribution of investment, high share of demand deposits and shortages of long‐term funds.

The developmental role of ISBs needs to entwine economic development with social development by gearing production priorities towards common needs, via specialized branches, partnership modes, short and long term investment plans. It also requires the renewal of fiqh in the course of Ijtihad to devise new rules, or to change rules in accordance with globalization, and harmonization of economic and fiqh thinking.

The analysis here is valuable in drawing attention to Islamic banking practitioners that the link between Islamic finance and development objectives (including social development) is still under trial, and some work needs to be undertaken despite the many years which have elapsed since the introduction of Islamic finance.

The purpose of this paper is to compare the effects of Islamic financial development and conventional financial development on the economic growth for five GCC countries (Bahrain, Kuwait, Qatar Saudi Arabia and UAE).

Using generalized least squares, OLS and panel data frameworks, this paper employs different measures of financial development for the period (1996-2011).

Empirical results strongly support the hypothesis that Islamic finance leads to growth in the five GCC countries, however, no significant relationship observed between conventional financial development and growth.

The findings of this paper suggest the need to accelerate the financial reforms for Islamic finance that have been launched in the region since the last decade and to improve the efficiency of these countries’ Islamic financial systems to stimulate saving/investment and, consequently, long-term economic growth.

This study has several contributions to the existing literature. To the best of the authors’ knowledge, this paper is the first study that examines empirically the effect of Islamic finance on economic growth in GCC countries. As well, this paper is the first to compare the different effects of Islamic finance and conventional finance on economic growth on a context of countries having the most developed Islamic financial system in the world operating side-by-side with a conventional financial system.