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A “state-driven” approach suggests that colonists use census categories to rule. However, a “society-driven” approach suggests that this state-driven perspective confers too much power upon states. A third approach views census-taking and official categorization as a product of state–society interaction that depends upon: (a) the population's lay categories, (b) information intellectuals' ability to take up and transform these lay categories, and (c) the balance of power between social and state actors. We evaluate the above positions by analyzing official records, key texts, travelogues, and statistical memoirs from three key periods in India: Indus Valley civilization through classical Gupta rule (ca. 3300 BCE–700 CE), the “medieval” period (ca. 700–1700 CE), and East India Company (EIC) rule (1757–1857 CE), using historical narrative. We show that information gathering early in the first period was society driven; however, over time, a strong interactive pattern emerged. Scribes (information intellectuals) increased their social status and power (thus, shifting the balance of power) by drawing on caste categories (lay categories) and incorporating them into official information gathering. This intensification of interactive information gathering allowed the Mughals, the EIC, and finally British direct rule officials to collect large quantities of information. Our evidence thus suggests that the intensification of state–society interactions over time laid the groundwork for the success of the direct rule British censuses. It also suggests that any transformative effect of these censuses lay in this interactive pattern, not in the strength of the British colonial state.

Pregnant employees experience considerable interpersonal discrimination. This study explores the range of possible reactions of observers to pregnancy self-disclosure, interpersonal discrimination and various allyship interventions, and the attentional processes that lead to those reactions. Consequently, it uncovers socio-cognitive processes underlying support for and backlash toward pregnancy in the workplace.

This study used a thought-listing technique to explore observers’ spontaneous thoughts related to pregnancy. Working adults were randomly assigned to read through one of the six scenarios depicting pregnancy self-disclosure, interpersonal discrimination and male allyship interventions (i.e. stating the organization’s anti-discrimination policy, confronting the transgressor by calling out sexism, pivoting the conversation to highlight the strengths of the pregnant employee and a hybrid intervention combining highlighting strengths and confrontation) after which participants listed the top three thoughts that came to their mind (1,668 responses). Responses were thematically analyzed to explore spontaneous reactions toward the pregnant employee, transgressor and ally in the scenario.

Surprisingly, across all scenarios, the most sexist thoughts emerged during pregnancy self-disclosure, even in the absence of any transgression. After a transgression occurred, any allyship intervention was better than none in eliciting lesser sexist backlash against the pregnant employee. Stating the organization’s anti-discrimination policy was most beneficial for the pregnant employee in eliciting the least sexist backlash but at the cost of generating unfavorable impressions of the ally. Calling out the transgressor’s bias elicited the most sexist backlash toward the pregnant employee, yet it created favorable impressions of the ally. In contrast, highlighting the strengths of the pregnant employee created the most favorable impression of the ally while eliciting a few sexist thoughts about the pregnant employee. Overall, the hybrid intervention was the most effective at balancing the competing goals of generating support for the pregnant employee, creating favorable impressions of the ally, as well as holding the transgressor accountable.

This study demonstrates that the type of allyship intervention critically redirects the attentional focus of observers to certain aspects of a discrimination episode and relevant schemas which can generate support or backlash toward targets, transgressors and allies, thereby advancing or obstructing equity and inclusion in organizations.

This study aims to examine the role of key network actors in relation to the discourse structure of a microblogging hashtag stream within a global agricultural educators’ conference over two years. Prior work in online networks suggests that participation is dominated by highly active members, and in this study, the authors focus on examining what types of discourse are shared and reshared by key actors.

The authors used a combination of social network analyses and qualitative discourse coding to examine approximately 1,390 posts associated with the conference hashtag over two consecutive years.

The study analyses uncovered a set of common key participants over both years and common types of discourse used by those key participants. Key participants took on roles of resharing messages and contributed to discourse by retweeting posts that highlighted participants’ thoughts and feelings related to the conference and the discipline.

This research has implications for encouraging diverse participants and diverse discourses related to key community goals. Design suggestions include identifying and inviting key actors as collaborators to reshare discourse that clearly aligns with community goals and using smaller hashtag spaces to encourage broader participation.

Prior work on microblogging has highlighted either the types of discourse and information sharing or the structures of the network interactions within conference hashtag streams. This study builds on this prior work and combines discourse and structure to understand the ways in which key network figures reshare discourse within the community, a facet that has been underreported in the literature.

This paper explores flexible working practices (FWPs) and takes a critical view that argues a need to consider not only access to digital technological resources but also the vast array of factors that constrain one’s ability to use technology for its intended benefits, as constituting the digital divide post-COVID-19 lockdown.

Using a critical evaluation of the extant literature, we engage in a conceptual undertaking to develop theoretical propositions that form the basis for future empirical undertakings. To theoretically ground the arguments raised, we deploy the ontological lens of actor-network theory to illuminate the socio-technical dimensions of the digital divide in light of FWPs.

Since the COVID-19 pandemic, the need to adopt socially distanced work practices has become a reality for many organisations. We find that the adoption of FWPs, enabled by digital technologies, simultaneously signals hidden inequalities. We also develop a conceptual framework which depicts user responses in different technology environments that can either be limiting or enabling for individuals’ work productivity.

With regards to the digital divide, attention has often focused on access to digital technologies, as the term “digital divide” portrays. The implication is that the array of factors and resources that individuals are heterogeneously networked to, which also constitute the digital divide, is often taken for granted. We take a different ontological view that brings to the fore other factors at play within an individual’s network of relations.

本文擬探索彈性工作安排,並以批判性的觀點、去論證當我們探討2019冠狀病毒病封鎖解除後的數字鴻溝究竟是由什麼組成時,我們必須考慮數字技術資源的使用權限,以及關注各個有關的因素,因這些因素限制了我們從應用技術獲得預期效益的能力。

我們對現存文獻作批判性的評價,藉此參與一項概念性的工作,以便能建立可以成為將來實證性工作基礎的理論命題;為使提出的論點能得到理論上的依據,我們使用行動者網絡理論的本體論鏡頭,去闡明鑒於彈性工作安排的數字鴻溝的各個社會技術維度。

由於2019冠狀病毒病大爆發的關係,許多機構和組織都因實際情況而需採用保持社交距離的工作安排。我們發現、當我們採用有賴數字技術的發展而成行的彈性工作安排時,我們同時也會使不為人知的不平等狀況浮現出來;我們也注意到、不同的技術環境會限制個人的工作生產力,又或相反地助其建立工作生產力;就此,我們建立了一個可以描繪就這些不同的技術環境、用戶會如何回應的概念框架。

就數字鴻溝而言,人們的關注總放在數字技術使用權限的差異上,就如數字鴻溝這個術語所塑造的形象一樣。這種關注可能帶來的影響是即使有不同的因素和資源、即使個人會以各種形式與不同的因素和資源聯繫起來,而這些因素和資源構成了數字鴻溝,人們卻把這些因素和資源視為理所當然。我們採用不同的本體論觀點,希望藉此使個人關係網絡內起著作用的其它因素能突顯出來、免被忽視。

This paper aims to explore the extent of open data actualization for start-up entrepreneurs based on affordance theory. The principal interest of the study revolves around the possible actions or actualization of open data for innovation and entrepreneurial benefits.

The author used a qualitative case study as the research design. The author consulted the central public agency that manages open data implementations in Malaysia regarding the research topic. By doing so, the author recognized and interviewed start-up entrepreneurs who actualize open data in businesses. From that exercise, the author conducted a snowball sampling technique to recruit more informants for the research. Start-up entrepreneurs selected for the study must be active in an entrepreneurial project and have at least one year of experience using open data for innovation and entrepreneurship. The author conducted 30 online semistructured interviews with start-up entrepreneurs, representatives from open data providers and a start-up association for triangulation purposes. The author adopted affordance theory as a lens of understanding. Qualitative analysis software was used to generate research findings.

In this study, start-up entrepreneurs actualize open data in three principal areas: product building with open data, value creation with existing products and open data for business research and strategies. The study came across distinct narratives of local start-ups that build open data products named “a property start-up,” “mechanics on the go” and “peer-to-peer digital charity movement.” Also, the study discovered three unanticipated findings about the research topic. First, the study uncovered two start-ups that used open data to enhance algorithm designs. Second, the study revealed a unique narrative of a start-up that pivoted business ideas based on open data during the Covid-19 pandemic. Third, the study learned about a start-up that initiated strategic partnerships with an agricultural association and smallholder farmers inspired by open data. These findings extend the literature on how start-up entrepreneurs actualize open data for entrepreneurial gains in a developing economy. What is also unique about this study is that there might be an open data misconception among start-up entrepreneurs. The findings advocate that some start-up entrepreneurs believed all data should be shared or opened upon request based on the generic understanding of open data. Clearly, this is a fallacy, and better awareness is required among start-up entrepreneurs regarding open data principles and implementations.

Data providers need to build a credible image of open data as a foundation to drive actualization. This can be achieved through capacity building, awareness campaigns and strategic engagements with start-up entrepreneurs. Open data institutions need to initiate flagship projects with start-up associations in highly valuable sectors to demonstrate commercial applications of open data in certain fields.

Previous research provides limited empirical studies on the commercial application of open data for start-up entrepreneurs. Hence, the novelty of this study lies in understanding how start-up entrepreneurs actualize open data to create value in their respective fields.

In November 2022, the commercial company, OpenAI, launched ChatGPT. Since then, university students have rapidly become regular users of this artificial intelligence (AI) platform. One reason for this is the powerful capability of this generative AI tool to produce textual content, which in many cases, is almost indistinguishable from human-generated content. Another reason is that ChatGPT easily gives anyone access to knowledge. However, there is a problem as the vast majority of its users have no idea how this AI platform works and thus overlook the importance of thinking critically about information communicated in ChatGPT. While some call for banning this generative AI tool, this study aims to provide evidence that science classrooms can become scenarios where students find explicit, concrete, and realistic opportunities to critically evaluate scientific information generated by ChatGPT.

An intervention study was conducted with 55 students (26 females and 29 males, 17–24 years old) during a university Spanish-English bilingual science course taught within an active learning environment. The data consist of the written critiques of the students about Spanish-English bilingual scientific texts produced by ChatGPT.

Results indicate that the intervention had a positive effect on students’ abilities to construct sound arguments in Spanish and in English while judging the quality of scientific texts produced by this AI bot. Moreover, the findings suggest that the intervention enriched students’ skills to make improvements to texts produced by this generative AI tool.

The evidence provided in this study contributes to the exploration of possibilities to help students become critical users of ChatGPT.

This study aims to investigate the complex dynamics of sports sponsorship within the context of mixed martial arts (MMA). Specifically, it explores how audience attitudes toward MMA influence their perceptions of players and sponsors, and subsequently, how these attitudes affect brand perceptions and purchase intentions. Furthermore, this research examines the moderating effect of fans' attitudes toward MMA on the relationship between their attitudes toward sponsors and their purchase intentions. MMA was selected as the focus of this study due to its propensity to evoke more intense emotional responses than other sports, as evidenced by previous research.

Study 1 was conducted to systematically assess the emotional responses elicited by MMA. This preliminary study involved 277 participants. Building on the findings from Study 1, Study 2 employed an online survey to investigate the relationships among various constructs related to MMA. This survey was facilitated through an external portal and included a sample of 459 participants residing in the United States. The constructs measured in this survey were attitudes toward the player (ATP), attitudes toward the sponsor (ATS), perception of brand quality (PBQ), purchase intention (ITP) and attitudes toward mixed martial arts (ATM).

The study reveals that respondents rated MMA the most negatively among the analyzed sports, with the highest standard deviation, indicating that MMA evokes extreme emotional responses. The findings confirm that attitudes toward the player positively influence attitudes toward the sponsor, aligning with sponsorship-linked marketing theory. Moreover, positive attitudes toward the player were found to enhance perceptions of the sponsor’s brand quality. The research further demonstrated that attitudes toward the sponsor and perceptions of brand quality mediate the relationship between attitudes toward the player and purchase intentions, underscoring the complex nature of consumer decision-making in MMA sponsorship.

This research provides novel insights into the critical role of audience engagement and personal connection with sports in formulating effective sponsorship strategies. It emphasizes the need for marketers to tailor their approaches to align with the sport’s personal significance to the audience, employing narratives that resonate with their identities and values. Enhancing player-sponsor associations through co-branded campaigns and endorsements is essential. Furthermore, consistently maintaining high product quality and fostering emotional connections with the sport are key strategies to drive increased purchase intentions.

Age-inclusive management practices are crucial for addressing the needs of the older workforce, but there is limited research on these practices. One underexplored area is how workplaces can support older employees dealing with the loss of a loved one. The psychological process of loss differs for older employees and can have adverse effects on their ability to perform in the workplace. The purpose of this paper is to explore how workplaces can provide the necessary tools to support their older grieving employees.

This conceptual paper draws on the job-demand resource model and signaling theory to investigate how flexible work arrangements can support older employees after a bereavement and contribute to optimal employee performance.

Flexible work arrangements are theorized to lead to optimal performance via informational support. An ethical climate and stronger cultural competencies are proposed to strengthen this relationship. A theoretical framework is presented for a comprehensive research approach.

This paper advances the current understanding of age-inclusive management and offers a novel perspective on the benefits of flexible working arrangements.

Police stress is a critical concern for public safety agencies. This study proposes a research model to examine the relationship between police operational stress and affective commitment, mediated by psychological safety.

A survey was developed and administered to law enforcement professionals from two large police agencies in a Midwestern US state and Rio de Janeiro state, Brazil.

The results suggest the research model applies similarly in both countries. A significant relationship between police operational stress and lower affective commitment was found. Psychological safety mediated this effect, suggesting its importance in mitigating stress. The focus on psychological safety offers valuable insights for understanding officer well-being in high-stress environments.

Qualitative methods might be used to help better understand the contextual elements around police stress and its consequences. Results indicate that supportive work environments that foster psychological safety can be a powerful tool to buffer the negative effects of stress and promote officer well-being and retention.

A comprehensive understanding of the psychological factors influencing officer morale and engagement is essential for developing interventions to enhance law enforcement effectiveness. Psychological safety helps create a supportive work environment, reducing stress’s negative impact on officer commitment.

This study makes a distinctive contribution by examining the mediating role of psychological safety in the relationship between operational stress and affective commitment among police officers in two countries. Building upon prior research that has examined the impact of stress and psychological safety, this study is among the first to investigate how psychological safety specifically mitigates the negative impact of stress on officer commitment.