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The intrinsic width and scattering distributions of fast radio bursts (FRBs) inform on their emission mechanism and local environment, and act as a source of detection bias and, hence, an obfuscating factor when performing FRB population and cosmological studies. Here, we utilise a sample of 29 FRBs with measured high-time-resolution properties and known redshift, which were detected using the Australian Square Kilometre Array Pathfinder (ASKAP) by the Commensal Real-time ASKAP Fast Transients Survey (CRAFT), to model these distributions. Using this sample, we estimate the completeness bias of intrinsic width and scattering measurements and fit the underlying, de-biased distributions in the host rest-frame. In no case do our model fits prefer a down-turn at high values of the intrinsic distributions of either parameter in the 0.01–40 ms range probed by the data. Rather, when assuming a spectral scattering index of $\alpha = -4$, we find that the intrinsic scattering distribution at 1 GHz is consistent with a log-uniform distribution above 0.04 ms and that this functional form is strongly favoured over the lognormal descriptions used by previous works. We also find that the intrinsic width distribution rises as a Gaussian in log-space in the 0.03 – 0.3 ms range, with a log-uniform distribution above that slightly preferred to a lognormal distribution. This confirms previous works suggesting that FRB observations are currently strongly width- and scattering-limited, and we encourage FRB searches to be extended to higher values of time-width. It also implies a bias in FRB host galaxy studies, although the form of that bias is uncertain. Finally, we find that our updated width and scattering models – when implemented in the zDM code – produces $\sim$10% more FRBs at redshift $z=1$ than at $z=0$ when compared to alternative width/scattering models, highlighting that these factors are important to understand when performing FRB population modelling.
Work on the relationship between regulation and bribery suggests that bribes are a joint function of the demands of bureaucrats and the supply of business managers willing to pay them. However, due to biases in measurement, empirical work has concentrated on country-level, demand-side drivers, while research on factors that lead businesses to bribe remains theoretically rich but empirically underdeveloped. We contribute to the burgeoning work on the supply of bribery with a formal model that predicts poorly managed firms may strategically initiate bribes because resource constraints and/or poor service quality necessitate shortcuts in regulatory compliance. To test these theories, we present two connected studies. The first demonstrates that the predictions are consistent with cross-national business survey data. The second, a field experiment, randomly assigned firms to management training courses in Vietnam. Using detailed accounting books, we find that firms in the management course paid monthly bribes less than one-fifth the size ($227 less) of the placebo group, and, consistent with our predictions, had higher levels of regulatory compliance.
The article discusses why Classics is important and why its study benefits not just university students but also young children. It was runner-up in the Intermediate Category for a Classical Association competition in 2025. The article explores the value of Classics as a wonderfully diverse subject involving the study of history, archaeology, architecture, art, and literature. Classics enables students to study over a thousand years of history, to uncover cultural values, to discover how language operates, to develop critical analysis skills, and to delight in its timeless literature. The article explores how the study of Classics can benefit young students’ reading and writing proficiency and can be especially beneficial for those with special educational needs. It explores how Latin translation builds code cracking and cognitive skills, not only developing grammatical knowledge but also encouraging problem-solving suited to science, technology, engineering, and mathematics (STEM)-based subjects such as computer science and maths. The article looks at the interdisciplinary nature of the subject and the benefits of learning Latin and Greek vocabulary for language learning and science.
This article examines the Sūraj Prakāś (1843), a devotional historical narrative on the Sikh Gurus by Santokh Singh, to argue that the text mobilizes an Advaitic lexicon within a distinctively Sikh framework of Guru-centred devotion. Drawing on the intellectual training Santokh Singh received at the Giānīā Bungā in Amritsar, the Sūraj Prakāś systemically enumerates Advaita Vedānta concepts only to sublate them into Sikh practices of bhakti and service (sevā). The article situates Santokh Singh within a broader Sikh lineage stretching from Bhai Gurdas (1551–1636) and Mani Singh (1644–1738), while also setting his writings alongside wider early modern devotional Vedānta writers like the Assamese writer, Śaṅkaradeva (1449–1568). Using Michael Allen’s framework of a ‘Greater Advaita Vedānta’ and Rao and McCrea’s notion of an ‘Age of Vedānta’, the article demonstrates how Santokh Singh’s writings exemplify the devotional reworking of non-dual philosophy across sectarian lines. More broadly, it highlights how Sikh scholastic traditions were not passive borrowers of Vedānta but active participants in reshaping it, demonstrating how Advaita was a pliable, transregional idiom that could be domesticated through Guru-centred devotion into what may be called Sikh Advaita.
In this paper, I argue that the literature on victims’ duties to resist their own oppression has not paid enough attention to the heterogeneity of victims and how this affects their duties. The main aim of the paper is to introduce considerations and complications—informed by an intersectional analysis, and particularly the concept of privilege—that must be taken into account when determining how to assign duties to resist. I argue that failure to recognize these nuances results in an overcautiousness when it comes to assigning duties of resistance, and that a blanket reluctance to assign such duties is of most detriment to the most marginalized.
The vast majority of researchers, actuaries, and demographers use standard time series analysis techniques to project time-varying parameters of popular mortality forecasting methods such as the Lee–Carter and Li–Lee models. However, spatial dependence can be as significant as temporal autocorrelation in these time series, and the underlying panel structure of the data is often neglected. We draw on techniques from panel and spatial econometrics, including ordinary and spatial dynamic panel linear models, spatiotemporal autoregressive integrated moving average processes, and spatial eigenvector filters, to capture such dependence and improve projections. We present a methodology to estimate the parameters of these techniques from spatial multipopulation mortality series, select their optimal hyperparameters, and use them for forecasting. We propose a tailor-made robust selection framework to identify the best model–technique combinations for each country, as well as a bootstrap-based procedure to quantify projection uncertainty with accurate nominal coverage on a separate validation period and a strategy for assessing the quality of the resulting prediction intervals. We test these methods on mortality data from 22 European countries. The results show that the proposed techniques yield a clear advantage in both point and interval forecasts for several populations, and these findings are corroborated by a robust selection design and additional robustness checks. These improvements have the potential to deliver meaningful gains for life insurance, pensions, and other contexts involving longevity risk.
This article examines how the World Federation of Trade Unions (WFTU) functioned as a contested arena where divergent projects of labour internationalism and decolonization intersected in the mid-twentieth century, with a focus on the Indian communist trade union leader Shripad Amrit Dange (1899–1991). Drawing on the concept of subaltern internationalism, it analyses how Dange, as WFTU vice-president and executive committee member, sought to appropriate the federation as a vehicle for anti-colonial projects, and how his scope for action was shaped by colonial and post-colonial repression, structural inequalities, and Cold War ideological conflicts. Using materials from the WFTU and All-India Trade Union Congress (AITUC) collections, along with contemporary journals, the article reconstructs three key phases: the 1945 founding conferences; the contested development of a WFTU Colonial Department and a Pan-Asian initiative; and the post-1949 period, when the federation reoriented itself towards a more explicit anti-colonial programme after the split. Methodologically, the article employs a biographical lens to trace how Dange’s reflections on colonial capitalism and the social composition of the Indian working class fed into debates on decolonization within the WFTU, challenged dominant Western notions, and articulated a vision of post-colonial labour internationalism that linked workplace struggles “from below” to institutional measures “from above”, culminating in his interventions at the fourth world congress in Leipzig in 1957.
Idiopathic normal pressure hydrocephalus (iNPH) is a neurological disorder affecting older adults for which symptoms may improve following shunting; however, the criteria for surgical referral remain unclear. While most studies rely on fixed cut-off scores for cognitive and gait tests, the present study examined decision-making based on clinical judgment to identify which factors influence referral. A secondary objective was to compare pre- and post-CSF tap test (CSF-TT) changes between the shunt and no shunt groups.
Methods:
This retrospective study included 175 patients assessed at CHU de Québec – Hôpital de l’Enfant-Jésus. Based on a combination of objective test results and clinical judgment, patients were categorized as referred (n = 119) or not referred (n = 56) for shunt surgery. Logistic regression identified the variables influencing referral decisions. Mixed-effects ANOVA models for repeated measures were conducted to compare pre- and post-CSF-TT changes in gait and cognitive performance between shunt and no shunt groups.
Results:
Three change indices significantly predicted referral: the 10-Meter Walk Test (normal pace), the Trail Making Test Condition 5 and the Berg Balance Scale. Higher education positively influenced referral. While most gait and balance measures showed significant improvement following CSF-TT, cognitive tests appeared less responsive to the procedure.
Conclusion:
Although this study employed a clinically grounded approach based on clinical judgment rather than fixed thresholds, the findings align with prior literature identifying gait and balance as robust indicators. This study reinforces the need to shift from rigid threshold-based criteria toward individualized, clinically grounded decision-making models that can better capture the heterogeneity of iNPH presentations.
This study investigates bilingual language control across comprehension and production. In three experiments, Chinese–English bilinguals alternated between tasks on every trial. In the comprehension task, participants judged the meaning of a written word (Experiment 1) or a spoken word (Experiments 2 and 3) in either language. In the production task, they named pictures in only one language (Experiments 1 and 2) or in either language (Experiment 3), with half of the trials involving language switching. Thus, salient visual language cues were available only in Experiment 1, and within-production language switching occurred only in Experiment 3. Language switch costs from comprehension to production emerged only in Experiment 2, where spoken word comprehension was paired with single-language production. These findings suggest that reduced saliency of language cues encourages a shared language control mechanism across comprehension and production when within-production control demands are low, supporting the adaptive nature of bilingual language control.
This study examined the incidence, type of electrocardiogram abnormalities, and associated risk factors in healthy paediatric athletes. A single-centre retrospective cohort study was conducted on a local male youth competitive soccer programme, ages 11–18. The primary outcome was the incidence of electrocardiogram abnormalities. The secondary outcomes were recurrence and the type of electrocardiogram abnormalities. Covariables were age, race, family history, and current medications. Statistical analysis program was used for analysis. There was a total of 368 electrocardiograms reviewed from 2021–2024, of which 68 (18.5%) had at least one abnormality. 182 unique athletes were screened. A higher proportion of multi-racial and African American athletes had electrocardiogram abnormalities (p-value 0.02). In our sample of healthy paediatric athletes, electrocardiogram abnormality incidence was similar to that noted in other studies. There were no significant cardiac findings noted after further evaluation on any of the athletes with abnormal electrocardiogram findings. Our data support that universal electrocardiogram screening of healthy paediatric athletes is not beneficial.
This study examines the Advancing Conservation through Empathy for Wildlife™ (ACE for Wildlife™) Network, a collaborative professional network that draws on elements of the collective impact model to foster empathy for wildlife and advance conservation goals. Using a mixed-methods case study design, including social network analysis and qualitative interviews, we examine how the Network’s structured design and facilitation supported information-sharing and collaboration among participating zoos and aquariums. The results demonstrate that information-sharing served as a critical foundation for collaboration, with participants forming new partnerships and leveraging shared resources. The study highlights the roles of centralized backbone coordination and bridging individuals in supporting network connectivity, shared learning and collaboration. We provide insights into how intentionally designed professional networks can strengthen practice within the zoo and aquarium field and contribute to understanding how collaboration can be supported in other sectors working towards shared environmental or learning goals.