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The purpose is to present proposals to foster what we call a socially meaningful transparency practice that aims to enhance public understanding of data-based systems through the production of accounts that are relevant and useful to diverse publics, and society more broadly.

The authors’ proposals emerge from reflections on challenges they experienced producing written and visual accounts of specific public sector data-based systems for research purposes. Following Ananny and Crawford's call to see limits to transparency practice as “openings”, the authors put their experience into dialogue with the literature to think about how we might chart a way through the challenges. Based on these reflections, the authors outline seven proposals for fostering socially meaningful transparency.

The authors identify three transparency challenges from their practice: information asymmetry, uncertainty and resourcing. The authors also present seven proposals related to reduction of information asymmetries between organisations and non-commercial external actors, enhanced legal rights to access information, shared decision making about what gets made transparent, making visible social impacts and uncertainties of data-systems, clear and accessible communication, timing of transparency practices and adequate resourcing.

Socially meaningful transparency aims to enhance public understanding of data-based systems. It is therefore a necessary condition not only for informed use of data-based products, but crucially for democratic engagement in the development of datafied societies.

The paper contributes to existing debates on meaningful transparency by arguing for a more social, rather than individual, approach to imagining how to make transparency practice more meaningful. The authors do this through their empirical reflection on our experience of doing transparency, conceptually through our notion of socially meaningful transparency, and practically through our seven proposals.

Underlying much recent development in data science and artificial intelligence (AI) is a dependence on the labour of precarious crowdworkers via platforms such as Amazon Mechanical Turk. These platforms have been widely critiqued for their exploitative labour relations, and over recent years, there have been various efforts by academic researchers to develop interventions aimed at improving labour conditions. The aim of this paper is to explore US-based crowdworkers’ views on two proposed interventions: a browser plugin that detects automated quality control “Gold Question” (GQ) checks and a proposal for a crowdworker co-operative.

The authors interviewed 20 US-based crowdworkers and undertook a thematic analysis of collected data.

The findings indicate that US-based crowdworkers tend to have negative and mixed feelings about the GQ detector, but were more enthusiastic about the crowdworker co-operative.

Drawing on theories of precarious labour, this study suggests an explanation for the findings based on US-based workers’ objective and subjective experiences of precarity. The authors argue that for US-based crowdworkers “constructive” interventions such as a crowdworker co-operative have more potential to improve labour conditions.

This study aims to explore the perceptions of accountancy students on the use of technology, blended learning and flipped classroom in two emerging UK higher education institutions (HEIs).

The primary data for the study were collected using a questionnaire survey and descriptively analysed.

The findings revealed that there is some use of technology in terms of the Blackboard and PowerPoint presentations but blogs and wikis have very limited use. An aspect that does not seem to be integrated fully yet is the use of blended technology and a flipped classroom.

The study findings offer a picture of how technology, blended learning and the flipped classroom technique were utilised with accountancy students prior to the coronavirus disease 2019 (COVID-19) pandemic. This information is valuable for accounting educators and by extension to other aspects of business studies disciplines in providing a comparison between the pre-COVID-19 scenario and the current one and thus enabling an evaluation of advancement in the application of these teaching strategies as a result of the pressure imposed by social distancing. Such intelligence will facilitate the identification of areas where enhancing learning outcomes has been possible and point to opportunities for improved student experience.

Where COVID-19 brought about significant structural change in teaching and learning in the HE environment, this study represents a pre-COVID-19 consideration of student perceptions on blended learning and flipped classroom. This study thus has the potential to anchor future relevant studies that consider the post-COVID-19 environment.

To explore the perceptions of surgical team members in a tertiary hospital in Jordan toward the factors influencing patient safety culture (PSC).

This was a qualitative descriptive study intended to characterize the factors that influence PSC. Interviews were conducted with health-care providers in the operation room (OR) in a tertiary Jordanian hospital. Participants included surgeons, anesthetists, nurses and senior surgical residents who had worked for three years minimum in the OR. Thematic analysis was used to analyze the data.

A total of 33 interviews were conducted. Thematic analysis of the content yielded four major themes: (1) operational factors, (2) organizational factors, (3) health-care professionals factors and (4) patient factors. The respondents emphasized the role of the physical layout of the OR, implementing new techniques and new equipment, and management support to establish a safety culture in the operating room setting.

The present research study will have implications for hospitals and health-care providers in Jordan for developing organizational strategies to eliminate or decrease the occurrence of adverse events and improve patient safety in the OR.

This study aims to discuss the impact of the physical environment on the quality of distance education from the viewpoint of a number of teaching staff in Jordanian universities during the COVID-19 pandemic.

A total of 308 lecturers were selected using a snowball sampling method from different social media websites. The researcher used a descriptive analysis method by conducting social surveys.

The results reveal that there is a negative impact of the physical environment on the quality of distance education from the perspective of the teaching staff in Jordanian universities during the COVID-19 pandemic. The results also show that there are statistically significant differences between males and females in terms of the quality of distance education in favor of males. In addition, there are no statistically significant differences in the quality of distance education based on the place from which the lecture is given and the faculty type.

The study recommends improving teaching staff’s performance in the teaching process, boosting their comfort level and reducing stress and anxiety which may be caused by the surrounding physical environment during distance education.

The topic of the study is of great significance to quality assurance in education, i.e. online learning and teaching.

This study aims to extend the current debate on refugee entrepreneurship in Jordan. It empirically investigates the impact of COVID-19 on refugee women’s entrepreneurship, highlighting their experiences, constraints and opportunities.

The study design is epistemologically grounded in the heuristic 8Ms extended gender-cognisant entrepreneurship framework. An interpretive qualitative approach was used involving 30 semi-structured interviews with refugee women entrepreneurs across Jordan, with manual thematic data analysis.

Some of the main opportunities available to refugee women were linked with high levels of resilience and push and pull factors. The constraints were mainly pandemic induced and included access to funds; mobility restrictions; access to business knowledge, training and online learning platforms; rising xenophobia and discrimination; exhaustion; and stress.

The study findings can be used by non-governmental organisations to support refugees in realising their full potential. They also provide practical insights into refugee women entrepreneurs’ lived experiences for better policymaking.

This empirical study contributes to the existing knowledge on refugee women entrepreneurs’ constraints and opportunities by presenting a sensitive, in-depth analysis of their current trends and dynamics in the context of Jordan. To the best of the authors’ knowledge, this is the first study to empirically test the extended 8Ms entrepreneurship model to capture the voices and shared experiences of Jordanian refugees.

This study aims to examine the challenges facing the construction industry practitioners toward adopting digital construction technologies in the Jordanian construction industry.

Quantitative methods were used by reviewing the related literature to include 16 challenges that face the Jordanian construction industry in adopting digital construction. A questionnaire was used to achieve the desired study objectives for 373 respondents from various institutions and companies. The questionnaire was analyzed with SPSS using statistical tests such as mean score, Kruskal–Wallis H test and factor analysis.

After collecting the quantitative data, the study showed that the most challenges facing construction industry practitioners toward adopting digital construction techniques are lack of qualified workers, high requirement for computing equipment’s, high initial cost of bringing these technologies to the market and construction firms low investment in research and development. These challenges faced by respondents were divided into three main factors, namely, construction’s nature, financial constraints and poor management support.

This study provides information and statistics on the challenges that face individuals or companies toward adopting digital construction techniques in Jordan. It proposes recommendations and proper practical implantation strategies to overcome the challenges.

This study aims to examine the influence of board gender diversity on dividend policy and cash holdings in several emerging economies. This study also investigates the nonlinear impact of women on dividend policy and cash holdings and the differences between countries with one- and two-tier board systems.

The sample includes 103 firms listed in the Association of South East Asian Nations (ASEAN) countries of Indonesia, Malaysia, the Philippines and Thailand. The data represent all industries except the financial industry. The sample period is the 10 financial years from 2010 to 2019. This study analyzed unbalanced panel data with fixed effect specifications for baseline model analysis.

This study finds robust evidence indicating that women’s presence negatively influences dividends and positively influences cash holdings. The findings in the additional analysis are significant and show a nonlinear relationship, supporting the substitution hypothesis.

The findings of this paper certainly provided a valuable contribution as a useful empirical guide for policy decision-makers in developing countries, regulators and corporate decision-makers related to board gender diversity. Developed countries have implemented a minimum quota of women boards in the composition of the board of directors. However, there are still few developing countries that implement these policies. Women can reflect or show their values in corporate governance, such as being careful in making decisions and being conservative about risk. These guides policymakers in implementing a minimum quota of women in the composition of the board of directors.

This study contributes to the debate on the impact of gender diversity on dividends and cash holdings, especially in ASEAN emerging economies because there is a notable empirical gap relative to developed countries. Moreover, this study contributes to the necessary nuanced understanding of the substitution hypothesis in emerging economies. The results also support the explanation of critical mass theory to account for the nonlinear relationship between the number of women board members and dividends and cash holdings.

This study aims to examine the phenomenon of self-perceived age (SPA) identity for Generation X (GenX) women in the UK. Squeezed between the more ubiquitous “boomer” and “millennial” cohorts, and now with both gender and age stigma-related challenges, this study looks to provide insights for understanding this group for marketing.

This study adopts an existential phenomenological approach using a hybrid structured/hermeneutic research design. Data is collected using solicited diary research (SDR) that elicits autoethnographic insights into the lived experiences of GenX women, these in the context of SPA.

For this group, the authors find age a gendered phenomenon represented via seven “age frames”, collectively an “organisation of experience”. Age identity appears not to have unified meaning but is contingent upon individuals and their experiences. These frames then provide further insights into how diarists react to the stigma of gendered ageism.

SDR appeals to participants who like completing diaries and are motivated by the research topic. This limits both diversity of response and sample size, but coincidentally enhances elicitation potential – outweighing, the authors believe, these constraints. The sample comprises UK women only.

This study acknowledges GenX women as socially real, but from an SPA perspective they are heterogeneous, and consequently distributed across many segments. Here, age is a psychographic, not demographic, variable – a subjective rather than chronological condition requiring a nuanced response from marketers.

To the best of the authors’ knowledge, this is the first formal study into how SPA identity is manifested for GenX women. Methodologically, this study uses e-journals/diaries, an approach not yet fully exploited in marketing research.