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This study aims to analyse the impact of digital divide (DD) on income inequality in sub-Saharan Africa over the period 2004–2016.

In applying a finite mixture model (FMM) to a sample of 35 sub-Saharan African (SSA) countries, this study posits that DD affects income inequality differently.

The findings show that the effect of DD on income inequality varies across two distinct groups of countries, which differ according to their level of globalization. In addition, the study shows that most globalized countries are more inclined to be in the group where the effect of DD on income inequality is negative. The results are consistent with several robustness checks, including alternative measures of income inequality and additional control variables.

This study complements that extant literature by assessing linkages among the DD, globalization and income inequality in sub-Saharan African countries contingent on cross-country heterogeneity.

The study's objective is to examine the relevance of globalization in affecting the size of the shadow economy in selected African nations.

To do this, the authors employ the KOF globalization index and implement both static and dynamic common correlated mean group estimators on a panel of 24 African nations from 1995–2017. This technique accommodates the issue of cross-sectional dependence, sample bias and endogenous regressors. Panel threshold analysis is also conducted to establish the nonlinearity between globalization and the shadow economy. To examine the causality between the variables, the study employs Dumitrescu and Hurlin's panel causality test.

The results show that globalization reduces the size of the shadow economy. The results of the nonlinear analysis suggest a U-shaped relationship. Overall globalization has a threshold impact of 48.837%, economic globalization has 45.615% and political globalization has 66.661% while social globalization has a threshold value of 35.744%. The results of the panel causality show that there is a bidirectional causality between the two variables.

The results suggest that the government and other relevant authorities need to introduce capital controls and other policy measures to moderate the degree of social, political and cultural diffusion. Appropriate policies should be formulated to monitor the extent of African economic openness to other continents to maximize the gains from globalization.

Apart from being the first study in the African region that evaluates the relevance of globalization in controlling the shadow economy, it also analyzes the dynamics and threshold analysis between the two variables using advanced panel econometrics which makes the study unique. The study suggests that globalization tools are useful for affecting the size of the shadow economy in Africa. This study provides fresh empirical evidence on the impact of globalization on the shadow economy in the case of Africa.

This study clarifies the intricate nature of globalization's impact on unemployment rates in South Africa. Given the heterogeneous views on globalization's effect on economic development, this study aims to offer a nuanced perspective. Furthermore, it aims to explore the mediating role of entrepreneurial development in shaping the complex relationship between globalization and unemployment.

The study employs four key indicators to measure entrepreneurial development, globalization and unemployment rates in South Africa. Hierarchical regression is used to evaluate the relationship between globalization and unemployment rates, and how entrepreneurial development mediates this relationship. Additionally, both the Sobel test and bootstrapping analyses were employed to verify and validate the mediating relationship.

The study demonstrates that globalization constitutes a crucial determinant of (un)employment rates in South Africa. The study shows that entrepreneurial development, specifically in the context of established business ownership, but not total early-stage entrepreneurial activity, exhibits an inverse relationship with unemployment rates. Moreover, it was observed that the positive impact of globalization on entrepreneurial development in South Africa becomes evident as SMEs advance to the established stage.

The study's concentration on South Africa constrains the applicability of the results to other nations.

Based on the findings of this study, it is essential for emerging economies, such as South Africa, to take measures to foster a robust entrepreneurial ecosystem that can aid in the growth and international competitiveness of young SMEs.

To the best of the authors' knowledge, this study represents the first endeavor to analyze the potential impact of entrepreneurial development, as measured by both nascent and mature SMEs, on the correlation between globalization and unemployment.

This study examines whether the gains from export sophistication is conditional on the level of globalisation. Previous studies have shown that the impact of export sophistication on growth varies depending on the level of a country's economic development. The authors argue that globalisation plays an important role in influencing the gains from export sophistication, mainly through the competition and scale effects. The competition effect disincentivises domestic firms to engage in export markets, while the scale effect incentivises knowledge accumulation and innovation.

The authors employ data from 163 economies from 1995 to 2018. The authors re-estimate values for export sophistication using ordinary goods from 1995 to 2018 and estimate a growth model using the generalised method of moments (GMM) to control for endogeneity and simultaneity issues.

The results show that the gains from export sophistication and globalisation is greater for economies with higher levels of economic development compared to economies with low levels of economic development. Moreover, the authors find that the gains from export sophistication are conditional on the level of globalisation. The authors’ results show that the marginal impact of export sophistication diminishes as developing economies become more globalised, while advanced economies gain more from export sophistication when globalisation precedes at a higher level.

Previous studies have generally examined the conditional growth effects of export sophistication on trade, economic development and other structural factors. To the best of the authors’ knowledge, this is the first study to examine the impact of globalisation, and the authors exploit the multidimensional concept of globalisation to test the hypothesis.

The peer review history for this article is available at: https://publons.com/publon/10.1108/IJSE-01-2023-0001.

The authors investigate the impact of standards compliance on the participation in the global value chain and labour value-added of Vietnam’s small and medium-sized enterprises (SMEs).

The authors use a three-period panel dataset of SMEs combined with Vietnam’s Provincial Competitiveness Index. The authors also use multiple econometric models; and with each model, the authors include all independent variables that are available from the study's data and that are suggested by the literature.

The authors find that standards compliance by Vietnam’s SMEs improved their participation in the global value chain via subcontracts with FDI multinational firms. The authors also find that standards compliance improved the value-added of labour in Vietnam’s SMEs, which is robust to the choice of econometric models.

The study's results suggest that better outcomes for firms and society will be possible if standards are recognised and respected.

This paper complements scant literature on the impact of standards compliance on global value chain participation via subcontracting work and labour value-added, especially in developing countries.

This paper aims to explore the ambiguity and limitations of measuring firm-level multinationality (FLM) using theoretical and empirical comparisons of existing methods. The paper puts forward a list of five key aspects that collectively serve as a tool for researchers to select the most appropriate method for future research and as a basis for the future development of methods.

Firstly, the author reviews existing methods of measuring FLM and consolidates findings into five key aspects. Secondly, the author uses the aspects to compare existing methods theoretically, and subsequently, the author groups them into three distinct streams. Thirdly, the author compares existing methods across a sample of the 35 largest European MNEs by sales in 2020 to identify and demonstrate the ambiguity and limitations of these methods.

The author identifies the five key aspects of measuring FLM: framework, aggregation, segmentation, metrics and indicators. Using empirical comparison, the author empirically confirms the limitations highlighted in the literature and shows the differences and inconsistencies among methods, which cause confusion rather than clarity in the extant literature. Additionally, the author emphasises that three distinct streams further drive the debate on the regional/global nature and present further limitations of methods not mentioned in the literature to date.

This paper provides the most comprehensive review of the existing literature on FLM, resulting in five novel aspects of measuring FLM. The analysis of a sample of 35 European firms demonstrates and identifies the ambiguity and limitations of FLM-measuring methods.

The literature mostly investigates the business cycle transmission of the United Kingdom (UK) and France as a part of a wider group (e.g. European Exchange Rate Mechanism or G7), despite their historical links and regional significance. Thus, herein paper aims to analyse the inter-dependence of these economies and how a shock from one of them affects the other for the data since 1978 to 2019.

In this paper, first, preliminary statistics were calculated in order to describe the historical relationship between these countries. The econometric part estimates the vector auto-regression model (VAR) to assess the inter-dependence of the economies. VAR model allows further to inspect the impulse response functions that shows the shock dynamics from one country to another. In order to verify if a shock from one of the economies is important to another, the study uses granger causality test.

The study establishes a strong link between these countries. A business cycle is transmitted significantly between the economies of France and UK, with a single standard deviation shock from France resulting in a long term effect of 0.4% change in gross domestic product (GDP) of UK and 1% vice versa. Additionally changes in GDP of both of the countries significantly Granger-cause change to GDP of the corresponding economy.

This is the first empirical study investigating the business cycle transmission between France and UK and providing a quantitative assessment of their inter-dependence.

This paper attempts to document the effect of economic uncertainty on financing constraints faced by private firms.

Ordered logistic regression is used to analyze the data of private firms from 101 developing countries. The data was provided by the World Bank's Enterprise Surveys and was gathered during the period between 2006 and 2019.

The findings show that firms headquartered in countries with high economic uncertainty face more financing constraints than firms headquartered in countries with low economic uncertainty. The authors argue that the increase in economic uncertainty allows capital providers to adjust their lending decisions by reducing the provision of capital to firms. The paper also shows that firms headquartered in countries with strong institutional infrastructure and well-functioning firms are less likely to be affected by economic uncertainty while accessing finance.

The findings would help managers, investors, regulators, and policymakers better understand the implication of economic policy uncertainty on the real economy. This study also sheds the light on the importance of minimizing volatility, ambiguity, and randomness in governmental decisions and policies. Regardless of the pertinence of these policies, arbitrariness surrounding their development and communication can limit their effectiveness and produce unwanted effects.

This paper is closely related to prior literature that documents the behavior of credit providers and investors (the supply side) during the periods of economic uncertainty. The authors differ from this strand of literature by taking the perspective of firms – the demand side.

This paper aims to examine how market globalization orientation (i.e. a firm’s strategic commitment to developing the target markets beyond national borders) influences business-to-business (B2B) practices to achieve competitive performance outcomes.

A conceptual framework shows how to translate strategic orientation into integrated organizational practices for competitive outcomes. A research model defines key variables (drivers, B2B practices and performance outcomes). The research model is tested using an international survey of 439 firms from four continents. And the analysis results are reported.

The results suggest that market globalization orientation influences organizational practices and external B2B network processes to achieve desirable performance outcomes. Integrated product development is a crucial linkage mechanism that enables firms to translate strategic network coordination and product innovation goals into improved manufacturing and firm performance.

First, macro-level factors (e.g. the changing attitudes of domestic stakeholders toward globalization) do not necessarily dictate the critical aspects of the micro-level responses (e.g. firm-level practices). Despite negative narratives of globalization at the macro-level (e.g. economic inequality, unwanted immigration that spreads transmissible diseases, supply chain disruptions), firm-level responses toward global markets are determined by their missional direction and strategic priorities for achieving competitive advantage by expanding their B2B supply chains and market frontiers (Adams et al., 2019; Kobrin, 2020; Witt, 2019; Zinn and Goldsby, 2020). Second, the findings suggest that many firms take globalization orientation as an essential strategic driver that governs critical operational and network practices for achieving desirable performance outcomes. Market globalization orientation motivates B2B firms of all sizes –including small and medium-sized enterprises (SMEs) – to pursue globalization in their unique paths of differentiation. Globalization orientation expands their spheres of influence beyond their local, regional and domestic fronts. The globalization orientation of business leadership motivates firms to stretch their business frontiers without self-imposed geographical constraints.

Competitive firms choose market globalization orientation in their supply flow and implement strategic and operational practices to pursue global market opportunities. Globalization orientation is imperative to firms that seek new growth engines to achieve competitive performance that appeals to diverse market segments of the world.

Outstanding firms expand their value frontiers to secure a flexible supplier base and reach out to diverse B2B customers in their domestic and global market segments. This study also suggests that firms with a market globalization orientation aim to develop novelty products, offer essential services, support the livelihood goals of people and pursue a shared vision of a sustainable planet.

In the context of conflicting societal attitudes and political priorities toward globalization, this study examines the crucial role of market globalization orientation. Using an empirical study, this paper suggests that globalization efforts succeed as firms deploy their internal and network resources to address people’s essential and timeless needs beyond national boundaries.

Governance quality has been a dominant factor to formulate policies for the development of financial institutions in the world. Therefore, this study aims to explore the impact of governance quality on financial institutions along with globalization in the case of Pakistan.

Time series data from 1996 to 2018 are considered for analysis. The NG-Perron is applied to check the order of integration. In addition, Kim and Perron (2009) structural break unit root test is used to identify break years. The autoregressive distributive lags (ARDL) bound testing approach is used to detect the long-run association among governance quality, financial institutions and globalization.

The results of unit root analysis show that all series are stationary at a different level of integration, I(0)/I(1). However, the long-run association is detected in the presence of break years. The authors find a positive impact of governance quality to determine financial institutions in the long-short-run. Similarly, globalization also enhances financial institutions but only in long run.

This study fills the gap in the economic literature by exploring the linkages between the financial institution and disaggregated governance indicators in the case of Pakistan. Moreover, a role of structural break is also captured during analysis. This study also opens some new insights for policymaking.