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This paper according to the logic of the “digital access divide--digital capability divide--digital outcome divide” aims to systematically discuss the impact of the digital divide on individual happiness in China, accounting for the variations that exist across different groups, as well as the corresponding mechanisms.

This paper presents cross-sectional analyses of the relationship between the digital divide and individual happiness in China. The analyses are based on data from the Chinese General Social Survey 2017, which academic institutions run on the Chinese Mainland. This database contains information on respondents' Internet access, skills and consequences of use, which can measure the digital divide of Chinese individuals at three levels.

First, individual happiness declined when they experienced the digital access divide in China. For the digital capability divide, the lower the usage skills, the more individual happiness declined. When analyzing the digital outcome divide, the greater the negative consequences, the more individual happiness declined. Second, the impacts of digital access, capability and outcome divide vary according to age, gender, education degrees, hukou, region and sub-dimensions. Third, the digital access and capability divide reduce individuals' happiness by lowering their self-rated social and economic status, whereas the digital outcome divide reduce individual happiness by lowering their fairness perception and social trust.

The authors believe that this is the first study to examine the impact and its variations among different groups of the three-level digital divide on individual happiness, as well as its mechanisms.

Digital inequality is considered one of the leading causes of socioeconomic disparities nowadays and a barrier to sustainable development. However, a dearth of empirical research has examined the impact of digital inequality in attaining sustainable development. This study aims to systematically review the scientific publications on the impact of digital inequality in achieving sustainable development.

The preferred reporting items for systematic reviews and meta-analyses (PRISMA, 2020) guidelines were followed to carry out the systematic literature review (SLR) using Scopus, Web of Science, ProQuest and Google Scholar electronic databases. Numerous inclusion/exclusion criteria were employed to obtain the most relevant literature. Finally, 54 articles were included to prepare the final database and qualitative synthesis was performed using 12 variables.

While the findings show that there has been a substantial expansion of scientific publications on the focused area in recent years, there is still a lack of empirical and comparative studies; less focus on the offline benefits of online activities were also demonstrated by the results. Moreover, SDGs 04 and 05 were identified as the predominant goals in the literature. Findings further highlighted the importance of an accurate conceptualization of digital inequality.

In general, this study investigates the level of impact of digital inequality on the United Nations' Sustainable Development Goals. Moreover, it shows the evolution of scientific publications on digital inequality in terms of its contribution when achieving sustainable development.

This study firstly aims to prepare a hierarchical structure of the barriers contributing to digital exclusion of women. Secondly, the study aims to understand the inter-relationship of the barriers by converting them into a cyclic flow.

Systematic review was conducted through Web of Science and EBSCO Host Discovery Services with keywords: “digital divide” OR “digital gap” OR “digital inequality” OR “online difference” AND gender AND wom?n AND factors OR “demographic factors” OR “socio-economic” OR determinants OR reasons OR causes OR influences. Review was conducted of articles published in English language after 2012. Systematic literature review was conducted in line with Preferred Reporting Items for Systematic Reviews and Meta-Analyses Framework 2020. Authors reviewed 21 reports.

This research found absence of education as the root of digital exclusion of women in the hierarchy of barriers. The cyclic flow of barriers displayed that how ill education of women lead to financial and psychological dependence of women on men, creating a hurdle in women empowerment. To break the cycle of digital exclusion, women education is must not only on primary basis but their tertiary education is important too.

This study makes an important contribution by ranking those barriers in a pyramid hierarchy and depicting their inter relation by framing a cyclic structure. This study provides suggestions to remove those barriers and ultimately break their chain to provide digital inclusive society for women.

In light of the shift in focus from information communication technology (ICT) access (access divide) and skills (skills divide) to the tangible impacts of ICT use (impact divide), a growing number of scholars have called for further investigation into the inter-territorial and multi-dimensional aspects of the digital divide in China. This study aims to address these gaps by examining the disparities across 31 provinces, particularly emphasizing the transition from the traditional access and skills divides to the impact divide.

Multivariate regression analysis extensively investigates the transition from the access and skills divides to the impact divide across 31 provinces. Additionally, ArcGIS software is used to analyze spatial agglomeration and the auto-correlation (Moran-i) and predict mapping patterns in the data corresponding to all three levels of the digital divide.

According to the study's findings, poverty is a significant factor in the digital divide between different regions in China. The research shows that provinces with advanced administrative systems, such as Guangdong, Shanghai, Beijing, Jiangsu, Shandon and Zhejiang, have high scores on the digital development index (DDI). However, regions with poverty-ridden and rural areas, primarily located in southwest, central and western China, tend to have lower DDI scores.

This study offers a novel contribution to the literature by presenting an innovative conceptual framework that explores the impact divide within China's provinces. The authors also address this lacuna in the literature by developing and testing two dimensions to examine the relationships statistically under a wide range of socioeconomic and ICT indicators.

With the aid of bibliometric analysis, this study aims to show the state-of-the-art of research on the digital divide and identifies new areas for further investigation.

Performance analysis and science mapping were used in the study to analyse a sample of 3,571 studies that were published between 2018 and 2022. The “Title-Keyword-Abstract” search option was used to collect the anticipated publications data from the Scopus database. The gathered data were analysed using the common bibliometric indices to evaluate the research landscape. The science mapping tactics made use of the VOSviewer and Biblioshiny software.

The performance and science mapping analysis shows that recent research on the digital divide has not been sufficiently exposed and examined. The analysis discovered emerging topics, prolific authors and nations, affiliations, a network of collaboration among authors, countries and institutions, bibliographic coupling and keyword co-occurrence.

This work presents a state-of-the-art that has significant theoretical and practical ramifications for the existing digital divide literature. The methodologies and database used in the current study are more extensive.

This study acknowledges the existing digital divide in India, particularly for marginalised populations, and highlights the need for exceptional attention to address their unique needs, challenges and demands. Although previous research and policies have primarily focused on physical access and internet skills, this study shifts the focus to the outcomes of internet use. By understanding how older adults in marginalised communities incorporate the internet into their daily routines, this study aims to contribute to the development of an operational framework that charts the disadvantages of the digital divide.

The study draws from Helsper’s (2015) internet outcomes framework to identify the outcomes that older adults can derive from being online. By using a qualitative approach, the study seeks to understand how educational and economic backgrounds influence internet usage among older adults and how this can promote advantageous internet use.

The findings indicate that highly educated individuals are more likely to experience positive outcomes across various societal domains than their less educated counterparts. However, it was observed that the highly educated participants also try to limit the impact of internet use on their personal lives by intentionally disconnecting from the internet whenever possible.

By offering programmes and interventions to encourage internet use and improve digital skills, as well as by enhancing digital accessibility and incentive systems, the government should go forward with its plan to close the outcomes gap in internet use among older adults. For policymakers, it turns the spotlight on creating an environment conducive to the digital inclusion of older adults, consistent with sociocultural structures.

This study contributes to understanding the nuanced dynamics of internet use among older adults, shedding light on the role of educational background and sociocultural factors in shaping internet outcomes. It highlights the need to consider qualitative approaches in digital inequality research to capture the complexities underlying the digital divide.

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.

Despite the ability of podcasts to bring free quality content to the masses, studies found that podcast consumption have been identified mostly with the elite class, thus increasing knowledge gaps and digital divides. This study aims to examine whether this trend extends to non-elitist podcast genres by providing the first analysis of sport podcast demographics and uses and gratifications.

A survey was conducted among Israel’s three most popular sport podcast listeners (N = 503), examining the listeners’ demographics, consumption patterns and uses and gratifications driving them to listen to the podcast.

The analysis reveals that most listeners are secular millennials males with above average income, highlighting the elitist nature of sport podcast consumers. The analysis further revealed that information-rich groups were more likely to tune in for information acquisition whereas other groups used it more for entertainment and escapist purposes.

For policy makers and educators who wish to promote podcast-based initiatives to narrow social gaps, the analysis strengthens the notion that the podcast platform mostly attracts those who are already information rich and thus increase knowledge gaps and digital divides. For sport broadcasters, the analysis illuminates sport podcasts audiences’ demographics and their uses of the platform.

The study reflects that the podcast platform is identified with elitist listening even in non-elitist genres; thus it further increases the already wide knowledge gap and digital divides promoted by the advent of the podcast platform.

The study is the first to highlight the elitist nature of sport podcast listeners’ demographics, indicating that the podcast platform increases the knowledge gap also even across non-elitist content genres such as sport content.

The peer review history for this article is available at: https://publons.com/publon/10.1108/OIR-12-2021-0684

The explosion of technology has revolutionized the teaching and learning process in higher education. Students are using the digital technology to aid their learning process. In this sense, digital divide exists among students in higher education as they come from different socioeconomic backgrounds. Thus, this study aims to examine the digital usage among the students from the low-income families (B40) in higher education institutions.

The data was drawn by using an online survey from the undergraduates (low-income families B40) in Malaysia higher education institutions. In total, 391 responses were collected. The data was analysed using structural equation modelling method.

The results showed that performance expectancy and facilitating conditions have a significant relationship with digital usage. In addition, personal innovativeness has positive significant effect on performance expectancy and effort expectancy.

This study sheds light on the students from the lower income family behaviour while using digital technologies for their learning purpose.

The study further contributes to the new knowledge on students from the low-income family’s behaviour in using digital technology for their learning process.

The COVID-19 pandemic has fuelled the transition in the workplace into the digital era. The purpose of this review paper is to highlight how the pandemic has further exposed the digital divide and the structural inequalities in remote workers’ access to home-location technology infrastructure and services. The unified theory of acceptance and use of technology (UTAUT) is adopted to highlight how the pandemic has forced the workforce to accept and use digital technology from home for work purposes.

This desktop-based review paper is drawn from the existing literature. Although both benefits and disadvantages are noted, technology plays a critical role in connecting remote workers to the digital world.

The paper found that remote workers did not necessarily struggle to work remotely from home to undertake their daily work tasks. Still, the critical challenge was the available Information and Communication Technology (ICT) infrastructure in their respective residential areas.

The paper seeks to highlight that even though the COVID-19 pandemic and related events have fast-tracked the switch of many work activities into the digital era, the uneven distribution of ICT infrastructure accentuates the barriers to effective home workplaces for many in developing communities. The research found a significant role that the advancement and acceptance of technologies play in the efficacy of remote working from home.

The relevance of this paper is in its contribution to the literature in extending knowledge about the UTAUT on remote working during a pandemic. The arguments presented herein may contribute to policy development and the ongoing debate about how the COVID-19 pandemic has accelerated the shift into the digital era on a global basis.