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A new research domain known as the Quantified Self has recently emerged and is described as gaining self-knowledge through using wearable technology to acquire information on self-monitoring activities and physical health related problems. However, very little is known about the impact of time window models on discovering self-quantified patterns that can yield new self-knowledge insights. This paper aims to discover the self-quantified patterns using multi-time window models.

This paper proposes a multi-time window analytical workflow developed to support the streaming k-means clustering algorithm, based on an online/offline approach that combines both sliding and damped time window models. An intervention experiment with 15 participants is used to gather Fitbit data logs and implement the proposed analytical workflow.

The clustering results reveal the impact of a time window model has on exploring the evolution of micro-clusters and the labelling of macro-clusters to accurately explain regular and irregular individual physical behaviour.

The preliminary results demonstrate the impact they have on finding meaningful patterns.

This study investigated multiple factors associated with librarians’ intentions to engage in virtual storytimes in public libraries. Based on the theory of planned behavior, the study examined the aspects of attitudes, social norms, behavioral controls and organizational support about librarians’ intentions to engage in virtual storytime practices.

A survey was conducted to investigate the perceptions of public librarians who work in children’s services across the USA. The study collected 365 valid responses to assess the impact of the selected factors on librarians’ intentions. Structural equation modeling was employed for statistical analysis.

The results revealed that attitudes, subjective norms and behavioral controls were significant factors associated with librarians’ intention to engage in virtual storytimes. Among these, attitudinal factors were the most influential; however, organizational support was not a significant factor.

Minimal research has been conducted to explore factors associated with online storytime practices, which served as a primary delivery mode during the COVID-19 pandemic. This study is among the first attempts to investigate various factors related to virtual storytimes in public libraries from the perspectives of librarians.

This article examines the intellectual antecedents of Alan Fox’s frames of reference and contributes to academic work that seeks to unravel the pre-Donovan roots of British industrial relations. It examines the origins of the unitary and pluralist frames of reference with a particular focus on the work of Norman Ross.

This article draws on published academic materials to examine the origins of the unitary and pluralist frames of reference.

The article identifies usage of the term “frame of reference” in industrial relations literature from the 1940s and demonstrates the origins of the unitary and pluralist conceptions of the firm in the works of Ross in the 1950s and 1960s.

The article provides a “fresh look” at the origins of the frames of reference.

This study aims to explore academic women’s silence from the perspective of social cognitive theory (Bandura, 1986), by examining the triadic influences of the individual, environment and behaviour, which impacts their silence. The study examines how women use personal, proxy and collective agency (Bandura, 2018) to reduce silence.

Interviewing 22 academics (20 women, 2 men) at a leading Polish university, this study used the Gioia et al. (2013) method to analyse the interviews, creating first- and second-order codes and final aggregated concepts.

This study finds, from an environmental perspective, that societal-level gendering, which is underpinned by critical social factors and institutional logics that are part of Poland’s culture promoting gender stereotypes and family values influences women’s silence. There is clear evidence for the regression of women’s rights, which compounds women’s silence. These societal-level factors influence a hierarchical, bureaucratic organizational structure, alongside gender segregation. From an individual perspective, reasons for silence include socialization, fear, women’s lack of power, inequality and self-silencing to mitigate harassment or discrimination. Collective agency was a strongly mentioned theme to help reduce silence, which includes implementing training and development initiatives, creating a safe platform to voice concerns, structural transformation and cultural change.

This study contributes to literature regarding women’s silence by exploring reasons for silence through the lens of Bandura’s social cognitive theory and agentic perspective, which demonstrates how silence could be reduced through collective action, in the understudied context of Poland, which highlights how country context intersects with organizational context and individual experience, influencing women’s silence.

Bangladesh recently experienced frequent demonstrations by drivers of ridesharing applications. Since the drivers are not excluded from the technology environment, rather they are a part of the digital ecosystem, these protests may point toward the existence of unequal interactional outcomes for different stakeholders afforded by the digital system within the country’s social and cultural contexts. This research is an attempt to unveil the reasons behind value inequality experienced by drivers of ridesharing applications in Bangladesh and understand how power asymmetries influence adverse digital incorporation that can result in the emergence of resistance.

We obtain the data by conducting interviews with 91 drivers of ridesharing platforms in Dhaka, Bangladesh and analyze our data using thematic analysis. We propose an integrated framework unifying adverse digital incorporation (ADI) with the “powercube” model to illuminate our inquiry.

We find the existence of all three drivers to ADI – ignorance/deceit, direct compulsion and exclusion – exclusion being the most prevalent – that are experienced by the drivers of ridesharing applications in Bangladesh. We also find support for the four causes behind value inequality – design inequality, resource inequality, institutional inequality and relational inequality with the respondents placing the highest emphasis on relational inequality. There are visible, hidden and invisible forms of power involved in how the drivers are incorporated into the ridesharing platforms. The forms of power in the platform environment are exercised primarily in closed spaces and the invited spaces for the drivers are very few. The drivers in response to the closed spaces of power create their own space (claimed space) through the help of social media and other messaging apps. We also find that the power over the drivers is exercised at global, national and local levels.

Our research identifies norms specific to the social and cultural contexts of Bangladesh and can help decision-makers to make more informed choices during the formulation of future digital platform guidelines. Based on the research findings, the paper also makes short-term and long-term policy recommendations.

This research has implications for creating a decent work environment for ridesharing drivers which broadly falls under the Sustainable Development Goal 8 (SDG 8).

To the best of the authors’ knowledge, this is the first paper that integrates the ADI model with the “powercube” framework to reveal that the drivers working on the ridesharing platforms in Bangladesh are adversely incorporated into the digital system where value inequalities are operating within the power dimensions.

Literature on entrepreneurial resourcefulness (ER) has grown constantly in the last two decades. ER is a construct that describes the specific behavior of entrepreneurs, focusing on the generation and deployment of resources to pursue an opportunity. Since the ER literature has expanded and diversified, the purpose of this study is to integrate its findings with existing knowledge about the construct.

The study applies a systematic literature review approach, following the methodology of Tranfield et al. (2003). The authors identify and synthesize 31 studies focusing on ER.

The literature on ER can function on four different levels: (1) individual, (2) organizational, (3) contextual, and (4) effectual level. Studies on ER concentrate on either the individual or the organizational level, with the contextual and effectual levels appearing as additional study categories for the studies. Behind this categorization, research views ER either as an antecedent influencing a specific effect or as an outcome resulting from a particular context.

This paper is the first of its nature, structuring the existing ER research and proposing a research agenda on ER with seven concrete research avenues and their research questions. Based on the systematic literature review, the authors develop a framework consolidating the interrelations of the different levels.

Literature has pointed that conventional financial development theories have inconclusive role on motivating new businesses. New ventures often consider the conventional system that passes through risk and provides fixed-interest lending as a burden. Comparatively, Islamic finance contributes using participative and equitable substitute for startups and has a potential in promoting new businesses. This study aims to investigate the holistic financial development index quadratic effect on entrepreneurship and include the moderating role of Islamic financing at national level.

Islamic banks of 21 nations constitute the unbalanced panel data. Financial development and entrepreneurship indices were developed using factor analysis and panel median regression to estimate the nonlinear financial market development effects and Islamic financing moderation model.

The results indicated that low financial market development is entrepreneurship deterring because of interest burden effect, which could be eased with a proportional increase in the Islamic financing, which is participative. The moderating effect has led to the categorization of the sample countries into entrepreneurship promoting and entrepreneurship discouraging with respect to the current incidence of financial market development and Islamic financing, which can help policymakers in understanding the entrepreneurship promoting combination of financial development and Islamic financing.

Central banks and Shari’ah advisory councils can adopt Islamic financing transition in the national financial inclusion policy for new business facilitation.

This study is instrumental in exploring the assessment of introducing Islamic financing while developing the financial sector on multidimensional entrepreneurship.

By investigating the reactions of family businesses to COVID-19 pandemic this article aims to explaining how family firms are capable to preserve employment during hardship.

Stemming from resource-based-view, we theorise that familiness is not directly associated with new hiring but instead fully mediated by pivoting strategic decisions (the propensity to transform the business).

Our findings show that familiness triggers pivoting strategic decisions and consequently increases the likelihood of new hiring. Additionally, we found that the involvement of multiple generations strengthens this relationship.

Family firms must consolidate their family human and social resources (familiness) and assure the presence of multiple generations in the firm because they can leverage their entrepreneurial disposition and increase the need to preserve employment and new hires during crises.

The main contribution lies in the explanation of the mechanisms that family firms deploy to overcome a crisis and thus explains why some family firms are more resilient than others in relation to firm’s employment during hardship.

The higher-level aim of this study is to investigate the impact of health information needs satisfaction on the fear of COVID-19 for the general population. The investigation is theoretically grounded on Wilsons’ model of information seeking in the context of inquesting the reasons for seeking health information as well as the information sources the general population deploy during the COVID-19 pandemic.

This cross-sectional survey examines the correlations between health information seeking behavior and the COVID-19 generated fear in the general population through the application of a specially designed structured questionnaire which was distributed online. The questionnaire comprised four main distinct research dimensions (i.e. information needs, information sources, obstacles when seeking information and COVID-19 generated fear) that present significant validity levels.

Individuals were motivated to seek COVID-related health information to cope with the pandemic generated uncertainty. Information needs satisfaction as well as digital health literacy levels is associated with the COVID-19 generated fear in the general population. Finally, a conceptual framework based on Wilsons’ macro-model for information seeking behavior was developed to illustrate information needs satisfaction during the pandemic period. These results indicate the need for incentives to enhance health information needs satisfaction appropriately.

The COVID-19 generated fear in the general population is studied through the information seeking behavior lenses. A well-studied theoretical model for information seeking behavior is adopted for health-related information seeking during pandemic. Finally, digital health information literacy levels are also associated with the fear of COVID-19 reported in the authors’ survey.

This study aims to examine whether skilled female migrants can overcome gender constraints and social stigma attached to women’s service work in host societies.

Based on interviews with 40 women who moved from mainland China and entered Hong Kong’s cross-border insurance business, the study examines how highly educated young women negotiate gender expectations and mobilize social networks in doing business.

This study finds different strategies women used in mobilizing social networks and constructing gender identities: some relied heavily on the warm market – networks of their family, relatives and friends – in doing business and developed careers by performing dutiful daughters, considerate “nieces” and caring “sisters”; some women also relied on the warm market but their jobs were regarded as nonconventional, and they had to deal with suspicions of inappropriate and instrumental womanhood and tried to prove themselves and gain support in the warm market; some women relied mainly on the cold market – connections with strangers – and performed feminine affinity to expand client networks away from judgments of families and friends; and some other women chose to expand the cold market by cultivating a professional image among strangers.

The findings speak to previous research about women’s subordinate roles in migrant networks and their devalued femininity in service work by illustrating women’s diverse forms of agency in negotiating gender identities in the stratified service sectors.