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Due to the ever-increasing complexity of technical products, the quantity of system requirements, which are typically expressed in natural language, is inevitably rising. Model-based formalization through the application of Model-based Systems Engineering is a common solution to cope with rising complexity. Thereby, grouping requirements to use cases forms the first step towards model-based requirements and allows to improve the understanding of the system. To support this manual and subjective task, automation by artificial intelligence and methods of natural language processing are needed. This contribution proposes a novel pipeline to derive use cases from natural language requirements by considering incomplete manual mappings and the possibility that one requirement contributes to multiple use cases. The approach utilizes semi-supervised requirements graph generation with subsequent overlapping graph clustering. Each identified use case is described by keyphrases to increase accessibility for the user. Industrial requirement sets from the automotive industry are used to evaluate the pipeline in two application scenarios. The proposed pipeline overcomes limitations of prior work in the practical application, which is emphasized by critical discussions with experts from the industry. The proposed pipeline automatically generates proposals for use cases defined in the requirement set, forming the basis for use case diagrams.
A hidden consequence of the cumulative impact of poverty, ‘hygiene poverty’ compels people to make stark choices when allocating household budgets. To increase understanding of this understudied phenomenon, we explored the prevalence of factors leading to, and impacts of, hygiene poverty in Ireland. An online survey was completed by 258 respondents during September 2023 covering a broad range of topics relating to the affordability of hygiene products. The results were analysed to identify key themes of statistical relevance in the data. Our study found 65.1 per cent of respondents had personally experienced difficulty affording essential hygiene items. Whilst lower incomes and the presence of children in the household featured, inability to afford hygiene items was also felt by those in insecure housing, people with disabilities and those from ethnic minorities. Lack of access to basic essentials prevented people from engaging fully in social, work and educational activities with negative impacts on physical and mental health across all income brackets. Drawing on existing literature alongside reporting original research, the substantive argument in this article suggests that ‘hygiene poverty’ is most usefully thought of as an aspect of deprivation, and that hygiene-related needs often sit at the bottom of a range of deprivation types.
Data governance has emerged as a pivotal area of study over the past decade, yet despite its growing importance, a comprehensive analysis of the academic literature on this subject remains notably absent. This paper addresses this gap by presenting a systematic review of all academic publications on data governance from 2007 to 2024. By synthesizing insights from more than 3500 documents authored by more than 9000 researchers across various sources, this study offers a broad yet detailed perspective on the evolution of data governance research.
Mentorship is a vital part of the training provided in the K and T programs funded by the Clinical and Translational Science Awards (CTSA). However, the inputs, indicators, and outcomes associated with a successful mentoring relationship remain poorly understood. In this review, we critically examine the current body of literature on mentorship in a CTSA context. We conducted a comprehensive search of the literature for relevant research articles. We included articles that were contextualized within a CTSA hub, examined a mentorship program, and conducted evaluation research. Through an initial search of online databases and by reviewing reference sections of relevant articles, we identified 141 potentially relevant articles. Twenty-five of these articles met our inclusion criteria. We identified three categories of research: nationwide institutional surveys of CTSA mentorship programs, mentored research training programs, and mentor training programs. While the findings highlighted the effectiveness of mentor training and mentored training programs, there is a notable lack of assessment of mentoring inputs and indicators. Based on our review, we propose a model for the evaluation of CTSA mentorship that includes measurable inputs, indicators, and outcomes. This model provides a holistic framework for evaluators and CTSA program directors to better understand their mentorship programs.
Since the early 2000s, the US Government has made purposeful investments to help ensure medical preparedness should a radiological or nuclear incident occur within its borders. This focused support of products to diagnose, mitigate, and treat radiation-induced bodily injuries that would be anticipated during a radiation public health emergency has involved many departments, ranging from multiple agencies within the Department of Health and Human Services to the Department of Defense. The intent of this manuscript is to convey information both on products that have been approved by the US Food and Drug Administration for radiation injuries during a radiation incident, as well as promising approaches under advanced stages of development. These products impact multiple organ systems (e.g., bone marrow, gastrointestinal tract, lungs, kidneys, skin) and have been tested for efficacy in a number of different small and large preclinical animal models. The successful development of these models, methods, products, and devices discussed herein demonstrate the importance of an intentionally collaborative, “one-government” approach to fostering radiation research, while also showcasing the need for critical public-private partnerships – all to ensure the safety of the public should the unthinkable occur.
The objective of this scoping review is to identify the types of EMC provided by humanitarian organizations in response to sudden-onset disasters in Southeast Asia in the last 10 years.
Methods
We followed Arskey and O’Malley method and Joanna Briggs Institute guidance. Limited to online-based journal databases (PubMed, Embase, and ProQuest) and ReliefWeb and PreventionWeb for grey literature between 2014 and 2023. Study was performed from January-June 2024.
Results
Finally, 33 studies were included covering 17 disasters (Indonesia, Philippines, Laos, and Myanmar). Fourteen disasters were caused by a single hazard: earthquakes (6, 35.3%), floods (4, 23,5%), cyclones (2, 11.8%), tsunamis (1, 5.9%), and volcanic eruptions, and 3 were multi-hazard: earthquakes and tsunamis (2, 11.8%) and flood and landslide (1, 5.9%). The main services provided were mental health and psychosocial support; assessment, resuscitation, and stabilization; referral and transfer; and health promotion and community engagement.
Conclusions
Humanitarian organizations should prioritize services to meet demands: mental health and psychosocial support; assessment, resuscitation, and stabilization; referral and transfer; and health promotion and community engagement. This can guide national governments in scaling up preparedness and response efforts, ensuring that demands are met at a local level but also aligned with international disaster response.
The adoption of a feminist foreign policy (FFP) by Mexico took Mexican feminist civil society by surprise. In September 2019, without prior consultations or dialogues with local feminist civil society, the Mexican Foreign Affairs Secretary announced its FFP during the 74th session of the UN General Assembly. While the UN New York City headquarters roared with applause in response to the Mexican Foreign Affairs Secretary’s claim that the “Mexican government is feminist,” many feminists in Mexico interpreted the statement as an effort to pinkwash the government’s poor track record on gender equality within its borders. Moreover, Mexico’s FFP was charged with racial and colonial undertones since its inception, colloquially known as the “first FFP from the Global South” (Thompson 2020; Thompson, Ahmed, and Khokhar 2021).
Designers often rely on their self-evaluations – either independently or using design tools – to make concept selection decisions. When evaluating designs for sustainability, novice designers, given their lack of experience, could demonstrate psychological distance from sustainability-related issues, leading to faulty concept evaluations. We aim to investigate the accuracy of novice designers’ self-evaluations of the sustainability of their solutions and the moderating role of their (1) trait empathy and (2) their beliefs, attitudes and intentions toward sustainability on this accuracy. We conducted an experiment with first-year engineering students comprising a sustainable design activity. In the activity, participants evaluated the sustainability of their own designs, and these self-evaluations were compared against expert evaluations. We see that participants’ self-evaluations were consistent with the expert evaluations on the following sustainable design heuristics: (1) longevity and (2) finding wholesome alternatives. Second, trait empathy moderated the accuracy of self-evaluations, with lower levels of fantasy and perspective-taking relating to more accurate self-evaluations. Finally, beliefs, attitudes and intentions toward sustainability also moderated the accuracy of self-evaluations, and these effects vary based on the sustainable design heuristic. Taken together, these findings suggest that novice designers’ individual differences (e.g., trait empathy) could moderate the accuracy of the evaluation of their designs in the context of sustainability.
This article argues that a relational and trust-based understanding of fides can explain its use and impact in a variety of secular and religious settings, but particularly between members of different religious communities and especially in commercial contracts. The Latin word fides can be translated in a variety of ways, from ‘faith’, ‘trust’ and ‘trustworthiness’, to ‘proof’ and ‘belief’. Within these meanings there are complex religious and legal implications. Most understandings focus on the ways in which the term defines and creates relationships within a community. Contracts from thirteenth- and fourteenth-century Barcelona and Mallorca demonstrate the meaning and significance of the use of the term between merchants and investors from different religious communities. The article provides a new understanding of the place of faith language within the creation of trusting relationships.
Antenatal depression symptom is a global health concern, but the trajectories of antenatal depression symptom vary across different studies. Additionally, the influencing factors and adverse pregnancy outcomes of antenatal depression symptom may differ across heterogeneous subtypes, which requires further exploration.
Methods
A prospective cohort study was conducted in Hubei province, China, from July 2022 to September 2023. Pregnant women (<14 weeks) were enrolled and followed up at 16, 21, 28, and 37 gestational weeks, with depressive symptom measured using the Edinburgh Postnatal Depression Scale (EPDS). Latent class growth modeling and logistic regression were used for data analysis.
Results
Of 1034 women enrolled, 725 completed all follow-ups. Four depressive symptom trajectories were identified: no depression group (32.13%), persistent subclinical depression group (42.48%), persistent moderate depression group (19.17%), and persistent high depression group (6.21%). Risk factors of depressive symptom trajectories included low social capital, unplanned pregnancy, primiparity, mental illness history, high perceived stress, and low resilience (p < 0.05). Compared to the no depression group, gestational diabetes mellitus (GDM) risk was 1.90 times higher in the persistent moderate group and 2.59 times higher in the persistent high group; small for gestational age (SGA) risk was 2.42 times higher in the persistent moderate group and 3.98 times higher in the persistent high group.
Conclusions
This study identified four antenatal depressive symptom trajectories. Persistent moderate and high depression groups were linked to GDM and SGA, highlighting the importance of mental health assessments and intervention for pregnant women, especially those with higher depression severity, to prevent adverse outcomes.
The aim of the study is to compare the use of two different particles that are used in Icelandic conversation: the native form ha and the English borrowing what. The research questions are as follows: (1) What are the similarities and differences between the two forms in terms of turn-position, sequential placement, prosody, and functions?, and (2) What can the comparison tell us about the borrowing of discourse particles from one language to another? The data consisted of 28 hours and 36 minutes of conversation. The methodology employed in the study is that of interactional linguistics. The study shows that although ha and what have some similarities in certain environments, there are certain differences between the two forms. What is more limited in use than ha, both in terms of functions and position within a turn.
Cover crops (CCs) are a component of the integrated weed management strategies for controlling herbicide-resistant weed biotypes. A field study was conducted at Kansas State University Agricultural Research Center near Hays, KS, from 2021 to 2024 to determine the effect of spring-planted CCs in combination with residual herbicide on weed suppression during fallow phase and subsequent wheat yield in a no-till winter wheat (Triticum aestivum L.)–grain sorghum [Sorghum bicolor (L.) Moench]–fallow rotation in the semiarid Central Great Plains (CGP). The study site had a natural seedbank of glyphosate-resistant (GR) kochia [Bassia scoparia (L.) A.J. Scott] and Palmer amaranth (Amaranthus palmeri S. Watson). A mixture of CCs (oats [Avena sativa L.]–barley [Hordeum vulgare L.]–spring peas [Pisum sativum L.]) was spring-planted in no-till sorghum stubbles and terminated at the oats heading stage. Four treatments were tested: (1) weedy fallow (no CC and no herbicide), (2) chemical fallow (no CC but glyphosate + flumioxazin/pyroxasulfone + dicamba), (3) CC terminated with glyphosate, and (4) CC terminated with glyphosate + flumioxazin/pyroxasulfone. Across 3 yr, CC at termination reduced total weed density by 78% to 99% and total weed biomass by 93% to 99% compared with weedy fallow. Weed suppression by the CC terminated with glyphosate plus flumioxazin/pyroxasulfone continued for at least 90 d with reduced total weed density of 52% to 80% and total weed biomass reduction by 70% compared with weedy fallow across 3 yr. No differences in subsequent wheat grain yield between CC treatments and chemical fallow were recorded in 2021 to 2022 and 2022 to 2023; however, in 2023 to 2024, chemical fallow and CC terminated with glyphosate + flumioxazin/pyroxasulfone had greater wheat yield than CC terminated with glyphosate only. These results suggest that integration of spring-planted CC with residual herbicide may help suppress GR B. scoparia and A. palmeri in the CGP.
Multituberculate extinction is often cited as a classic case of competitive exclusion, coinciding with the first rodent arrivals in the late Paleocene. Analyzing 124 North American multituberculate last occurrence records during the Eocene from 56 to 34 million years ago, this study aimed to differentiate Eocene multituberculate and coeval rodent floral associations through geographic spatial analysis to understand niche overlap between the two groups. If competitive exclusion with rodents was a factor in multituberculate extinction, both multituberculates and rodents would be predicted to share similar forest habitat preferences and have competed for similar ecological niches regarding their forest associations. Using spatial analysis, this study found that Eocene rodents and multituberculates did not overlap in their forest associations. The findings indicate that multituberculates were unique in inhabiting a specific type of ancient forest habitat, favoring forests composed of Metasequoia, Glyptostrobus, and Alnus, and thus thrived in wetter northern temperate forest communities during the Eocene. Metasequoia and Glyptostrobus declined significantly in North America during the later Cenozoic, coinciding with multituberculate decline and extinction as the global climate shifted toward colder and drier climates around the Eocene/Oligocene boundary. In contrast, the success of rodents is attributed to their much broader forest affinity. These preferences align with the widespread distribution of rodents today, contributing to their modern success. The absence of any similar reconstructed forest habitat preferences between rodents and multituberculates suggests that changing forest structure, rather than competitive exclusion, drove multituberculate extinction.
Medicines and devices have significant negative impacts on the environment. Increasingly, Health Technology Assessment (HTA) agencies, which inform healthcare decision making, are expected to integrate environmental issues into their assessments. This study assessed how HTA agencies have responded to these calls, with a focus on two national agencies that have committed to this agenda.
Methods
This descriptive study was conducted using document review. All relevant documents from both agencies were systematically collected and analyzed using descriptive statistics and content analysis.
Results
Thirty documents (2015–2024), from Canada’s Drug Agency (CDA) (17) and England’s National Institute for Health and Care Excellence (NICE) (13) that included environmental considerations were analyzed. Although no HTAs have assessed environmental data, primarily due to a lack of data and methods, documents demonstrate that CDA and NICE are employing varied strategies to incorporate environmental considerations through technology guidance. The agencies demonstrate both differences and similarities in approach: NICE focused on carbon and the use phase, whereas CDA focused on multiple environmental impacts across the lifecycle; both agencies are beginning to address the environmental impacts of devices, but there is a notable absence of medicines-related work.
Conclusions
This study demonstrates that the agencies are exploring alternative strategies to elevate attention to the environmental impacts of health technologies. Differences in focus (e.g., whether to prioritize carbon emissions) and shared inattention to medicines point to deeper tensions. Thus, although both agencies have taken important steps forward, much work remains to fully address the environmental harms of health technologies.
Previous studies have shown that an oath can reduce lying in individual settings. Can it reduce lying in groups, a context where lying is more prevalent? Results from a lab experiment reveal that the impact depends on the incentive structures and procedures. A mandatory oath reduces lying when group members’ payoffs are independent, but only has a marginal effect when payoffs are dependent. Voluntary oath-taking enhances the effectiveness under both incentive structures by fostering intrinsic motivation to keep promises. The findings highlight the importance of peer effects and oath-taking procedures on the effectiveness of an oath in group settings.
To overcome the dearth of high-quality, evidence-based, role-specific training for community health workers and promotoras (CHW/Ps) working with research teams, we developed and evaluated a peer-led research best practices training for CHW/Ps. This article qualitatively explores the training experiences from the perspectives of CHW/Ps.
Methods:
CHW/Ps were recruited from communities and partners affiliated with study sites in Michigan, Florida, and California to participate in peer facilitated trainings in English and Spanish. A purposeful sample of CHW/Ps completed interviews from July to December 2023 about their perceptions of the training. Three coders analyzed the interviews using a combination of the rigorous and accelerated data reduction (RADaR) technique and thematic text analysis.
Results:
Seventeen CHW/Ps participated in interviews (N = 10 in English; N = 7 in Spanish). The mean age was 43.7 ± 14.5 years, most were female (59%), and 47% identified as Hispanic, Latino, or Spanish. We identified three primary themes, each with resulting subthemes: (1) CHW/Ps’ Perceptions of the Training, (2) Factors Influencing Receipt of the Training, and (3) CHW/Ps’ Recommendations for Future Trainings. Despite offering some opportunities for improvement in various areas, CHW/P learners found the training further clarified their role as CHW/Ps, enhanced their knowledge and skills, and provided a beneficial foundation for CHW/Ps working in community-engaged research.
Conclusion:
A peer-led research best practices training for CHW/Ps is an effective strategy for enhancing CHW/Ps’ knowledge and skills. Training CHW/Ps in research best practices is a strategy for enhancing the capacity and capability of this community-engaged research workforce
Most cognitive studies of bipolar disorder (BD) have examined case–control differences on cognitive tests using measures of central tendency, which do not consider intraindividual variability (IIV); a distinct cognitive construct that reliably indexes meaningful cognitive differences between individuals. In this study, we sought to characterize IIV in BD by examining whether it differs from healthy controls (HCs) and is associated with other cognitive measures, clinical variables, and white matter microstructure.
Methods
Two hundred and seventeen adults, including 100 BD outpatients and 117 HCs, completed processing speed, sustained attention, working memory, and executive function tasks. A subsample of 55 BD participants underwent diffusion tensor imaging. IIV was operationalized as the individual standard deviation in reaction time on the Continuous Performance Test-Identical Pairs version.
Results
BD participants had significantly increased IIV compared to age-matched controls. Increased IIV was associated with poorer mean performance scores on processing speed, sustained attention, working memory, and executive function tasks, as well as two whole-brain white matter indices: fractional anisotropy and radial diffusivity.
Conclusions
IIV is increased in BD and appears to correlate with other cognitive variables, as well as white matter measures that index reduced structural integrity and demyelination. Thus, IIV may represent a neurobiologically informative cognitive measure for BD research that is worthy of further investigation.
Since the late 2010s, Rwanda has advertised its Visit Rwanda logo on the jerseys of prominent European football teams and has built new sports stadiums to host international sports competitions. Such strategies reflect the practice of sportswashing, which refers to the utilization of sports by political actors to gain global legitimacy while diverting attention from unjust processes occurring in their home countries. Dubinsky analyzes the effectiveness of Rwanda’s sportswashing through the concept of authoritarian image management, arguing that the mutual interests shared between authoritarian and Western actors facilitate the country’s sportswashing, despite the critiques it attracts.
States frequently use leadership decapitation in their domestic and cross-border counter-insurgency/terrorism operations, yet the literature is far from having a consensus regarding its effects. I argue that literature focuses on the military implications of decapitation (its implications for the organisation’s operational capabilities/ability to generate violence) at the expense of its implications for negotiations between insurgents and the state. Second, I argue that leadership arrest and killing are analytically distinct categories of leadership decapitation that can trigger different processes and outcomes and that an arrested leader’s possible role from the prison should be considered in the analysis since leadership arrest alters the leader’s incentives, resulting in a new bargaining game between the leader, the state, and the organisation. I empirically illustrate these arguments using the arrest of the leader of the Kurdistan Workers’ Party (PKK) Abdullah Öcalan as a theory-building case study. In the case study, I show that Abdullah Öcalan’s arrest was productive for terminating the conflict in the short run, whereas it was counter-productive in the medium and long run. These findings suggest that the literature may benefit from tracing the process closely, considering the dynamic nature of conflicts and the impact of decapitation on bargaining processes, without limiting the temporal scope of inquiry.
This article contributes to the understanding of why some management experiences of non-family CEOs (NF-CEOs) in privately owned family firms (POFFs) are successful, while others are not. It uses the flexible pattern-matching technique to examine seven case studies of POFFs with different experiences in recruiting NF-CEOs. Drawing on human capital specificity and heterogeneity, as well as socio-emotional wealth perspectives, our analysis suggests that NF-CEOs and owning families must invest time to gain knowledge of each other. Consequently, longer minimum tenures are required compared to non-FFs, making the alignment of NF-CEO and successor life cycles crucial for success. A cooperative and long-term-oriented personality of NF-CEOs is also relevant to fit the context of family businesses. This article is the first to adapt the specificity of human capital theory to the study of NF-CEOs.