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In the Philippines, bans on the use of plastic bags have been enacted in 489 cities and towns as a means of stemming waste, while proposed legislation for a nationwide prohibition has been pending for several years. The national single-use plastic (SUP) ban is a significant step forward in mitigating plastic pollution and climate change, but it will have economic and employment impacts on firms and workers. This study fills in a gap by estimating the employment impact of a national ban using firm-level data from official surveys. An exploratory labour-centric methodology interrogates workers’ perceptions of a ban through interviews with unionists. The study finds the employment effect to be significant, as 32,000 workers in almost 500 SUP firms will be directly affected, and another 9.000 workers in the midstream plastic industry will be indirectly impacted. Workers have a range of opinions regarding a proposed ban – from opposition because of the expected layoffs to acceptance as a necessary solution to plastic pollution. However, support for a SUP ban is predicated on the existence of alternative employment for affected workers. The study reveals that workers are receptive to a message that integrates both environmental concerns and labour standards. However, there is a serious lack of information dissemination from plastic firms and government agencies about the proposed SUP ban and the necessary adaptation measures to prepare workers for a transition. The economic, sociocultural, and institutional barriers to an effective just transition for SUP workers are substantial but not insurmountable.
This article documents an evolutionary pathway from parataxis via the correlative construction to finite subordination in the Ugric languages. The first step of the emergence of finite subordination is the appearance of a paratactic precorrelative sentence pair, with an indefinite pronoun in the first sentence that is anaphorically resumed in the second sentence. This pattern, witnessed in the SOV Ob-Ugric languages, developed into a full-fledged correlative construction in Hungarian by the end of the twelfth century. In Hungarian, drifting to head-initial grammar, the correlative construction is shown to have been both the source of the evolution of finite relative clauses and the source of the grammaticalization of finite complement clauses. The path to finite relativization involved the reversal of clause order and the reanalysis of the relative clause as an adjunct of its main-clause correlate. Finite complementation evolved in the context of say-verbs by the integration of their paratactic propositional complement with the use of the correlative pattern of subordination. The relative pronoun was recategorized as a complementizer. The complement clause, first construed as an adjunct of the main clause, later came to be subordinated to the VP, eliciting verbal agreement when functioning as an object. The developmental path pointed out in the Ugric languages bears on theoretical debates concerning the status of parataxis and of nonfinite and finite subordination in the synchrony and diachrony of human language, and provides typological parallels for the interpretation of controversial data from the early history of Indo-European languages.
Sentences with syntactic movement out of sentential complements of manner-of-speaking (MoS) verbs (e.g. whisper, shout) are degraded in acceptability, an effect called the manner-of-speaking (MoS) island effect. Accounts variably attribute the MoS island effect to the violation of the subjacency condition, to the low frequency of MoS verbs taking sentential complements, or to a general information-structural constraint that discourse-backgrounded constituents cannot be extracted. In five acceptability judgment experiments, we find that the MoS island effect can be modulated by foregrounding or backgrounding the extracted constituent, suggesting a causal relationship between discourse backgroundedness and this effect. Our findings challenge syntactic and frequency accounts of the MoS island effect.
Project a Black Planet: Art and Culture of Panafrica was co-organized by the Art Institute of Chicago (AIC) and MACBA Museu d’Art Contemporani de Barcelona, in collaboration with KANAL-Centre Pompidou Bruxelles. The exhibition, held at the Art Institute of Chicago, ran from December 15, 2024 to March 30, 2025 and was curated by Antawan I. Byrd, Elvira Dyangani Ose, Adom Getachew, and Matthew S. Witkovsky. It was partly funded by the National Endowment for the Humanities (NEH), a relevant detail within the context of my viewing.
This paper responds to commentaries by several authors on our target article, ‘Bringing signed languages into the study of regular sound change’ (Law et al. 2025a). We provide some additional context on the research program that spurred the target article and draw on several themes discussed in both the target article and commentaries, specifically (i) the affordances and effects of modality in (theories of) language change, (ii) iconicity (and indexicality), (iii) variation and irregularity in language change, and (iv) language transmission. We highlight the methodological advances afforded by new technologies to study phonetic variation in signed languages and advocate for increased attention to the systematic and comparative study of phonetic variation in signed languages as a window into processes of phonetic and phonological change in signed languages.
This article investigates the direct impact of energy prices (Crude Oil and Natural Gas) on agricultural markets (wheat, maize, soybeans) and the indirect effect through fertilizers using monthly data covering the period from January 1990 to February 2021. Additionally, the analysis is further extended up to 2024. The conditional covariances of energy and fertilizer prices capture the spikes in the 2008 crisis and the volatile time after, and the deterministic nonlinear Fourier trends eliminate the unit root problem. The results show that agricultural prices are affected directly by changes in energy prices and indirectly through fertilizer prices.
Johnsongrass [Sorghum halepense (L.) Pers.] is a highly invasive, persistent, and problematic perennial weed in Australian cropping systems; however, its germination ecology has largely been inferred from studies conducted outside eastern Australia, where environmental conditions differ markedly. This limits accurate prediction of emergence timing and optimization of management strategies. The objectives of this study were to characterize seed dormancy mechanisms and to quantify the germination and emergence response of two populations of S. halepense from central Queensland to temperature, light, salinity, osmotic stress, and burial depth under controlled conditions. Seeds from both populations exhibited strong primary dormancy, which was partially alleviated by sodium hypochlorite immersion and more effectively by mechanical scarification using sandpaper, indicating that seed coat-related dormancy is the principal barrier to germination. Temperature significantly influenced germination, with no germination at 15/5 C and high germination (> 90%) at 25/15 C to 35/25 C under both light/dark and dark conditions, demonstrating that warm temperatures largely override light requirements. Germination declined steadily with increasing sodium chloride (NaCl) concentrations, and the NaCl concentration required to reduce maximum germination by 50% was approximately 173 mM. Moderate water stress −0.2 to −0.4 MPa had less germination in comparison to the control, while −0.8 MPa greatly inhibited germination (11%). Emergence was highest from shallow burial depths of 1 to 4 cm and declined sharply beyond 8 cm. These results demonstrate that S. halepense recruitment occurs in a range of environmental conditions; however, environmental stresses or deep soil burial may help manage this weed. This study provides regionally relevant information to enhance emergence prediction and inform integrated weed management strategies in eastern Australian cropping systems.
Past research has indicated that the covariance of the stochastic gradient descent (SGD) error done via minibatching plays a critical role in determining its regularization and escape from low potential points. Motivated by some new research in this area, we prove universality results by showing that noise classes that have the same mean and covariance structure of SGD via minibatching have similar properties. We mainly consider the SGD algorithm, with multiplicative noise, introduced in previous work (Wu et al (2016) Int. Conf. on Machine Learning, PMLR, pp. 10367–10376), which has a much more general noise class than the SGD algorithm done via minibatching. We establish non-asymptotic bounds for the multiplicative SGD algorithm in the Wasserstein distance. We also show that the error term for the algorithm is approximately a scaled Gaussian distribution with mean 0 at any fixed point.
In their target article, Law, Power, and Quinto-Pozos discuss the scarcity of regular sound change in signed languages, and they provide a long list of fascinating linguistic and social reasons why this could be the case. Exploring the effects of modality on sound change has the potential to advance our understanding of signed and spoken languages and language in general. In this response, I focus on the implications of the idea that the relative abundance of regular sound change and phonological rules in spoken languages is a consequence of a specific peculiarity of the auditory-vocal modality, namely, that it is highly serial and temporally compressed.
Urbanization is one of the most enduring transformations in land use, resulting in often irreversible habitat loss and fragmentation, which are key drivers of defaunation. However, the impact of urbanization varies depending on the native vegetation remaining within urban areas. In the city of Rio de Janeiro, Brazil, urbanization has led to biodiversity loss but the city still has a significant coverage of green areas and remnants of Atlantic Forest. This includes the Tijuca National Park, which has been the focus of reintroduction projects to restore native fauna. The first of these was of the Ariel toucan Ramphastos ariel in 1970, which has established well. Flocks are now often seen in the city’s green spaces but no monitoring has been carried out since the reintroduction. Here, we seek to understand how the reintroduced population is utilizing urban green areas for feeding and reproduction, which are key indicators of reintroduction success. We characterized frugivory in the Rio de Janeiro Botanical Garden over 290 weeks during 2017–2023, using the feeding bouts method. We recorded 850 observations of toucans feeding on the fruits of 91 plant species. We also assessed reproductive success during two breeding seasons, monitoring 29 fledglings in 10 nests. Nests in tree cavities were re-used in both breeding seasons, by different nesting birds. We conclude that this urban green area provides breeding sites for the R. ariel population and food resources year-round. Our results corroborate the potential of urban green areas to support biodiversity and contribute to the success of reintroduction projects in cities.
A recurring narrative in studies of syntactic change is that hypotaxis gains ground at the expense of parataxis. This report shows that this claim—if construed as a quantitative claim about the frequency of different types of clause combining—finds little support in parsed diachronic corpora of seven languages. Genre appears to be a factor that substantially influences the proportion of hypotaxis found in a text in consistent ways, but time does not.
This study experimentally and numerically investigates the dynamics of a high-speed liquid jet generated from the interaction of two tandem cavitation bubbles, termed bubble 1 and bubble 2, depending on their generation sequence. Although the overall collapse pattern and jet orientation are well documented, the underlying mechanisms for supersonic jet acceleration, tip fragmentation and subsequent penetration remain to be elucidated. In our experiments, two near-identical, highly energised cavitation bubbles were generated using an underwater electric discharge method, and their transient interactions were captured using a high-speed camera. We identify three distinct jet regimes that emerge from the tip of bubble 2: conical, umbrella-shaped and spraying jets, characterised by variations in the initial bubble–bubble distance (denoted as $\gamma$) and the initiation time difference (denoted as $\theta$). Our numerical simulations using both volume of fluid and boundary integral methods reproduce the experimental observations quite well and explain the mechanism of jet acceleration. We show that the transition between the regimes is governed by the spatio-temporal characteristics of the pressure wave induced by the collapse of bubble 1, which impacts the high-curvature tip of bubble 2. Specifically, a conical jet forms when the pressure wave impacts the bubble tip prior to its contraction, while an umbrella-shaped jet develops when this impact occurs after the contraction. The spraying jets result from the breakup of the bubble tip, exhibiting mist-like and needle-like morphologies with velocities ranging from 10 to over 1200 m s−1. Remarkably, we observe that the penetration distance of spraying jets exceeds ten times the maximum bubble radius, making them ideal for long-range, controlled fluid delivery. Finally, phase diagrams for jet velocity and penetration distance in the $\gamma -\theta$ parameter space are established to provide a practical reference for biomedical applications, such as needle-free injection and micro-pumping.
This paper analyzes the 2024 Mellichamp Mind and Machine Initiative at UCSB, a pioneering AI-inclusive literary competition accepting human, AI, and hybrid works. As Head Judge, I explore key questions confronting the panel: Will AI render human writing obsolete? Can machine-generated literature exhibit creativity or remain mechanical? Are AI and human writing distinguishable? What does authorship mean in an era of AI collaboration? The paper examines judges’ interpretive frameworks, biases, and expectations, contrasting them with outcomes observed in submissions. It also considers how AI challenges traditional notions of the author and fosters new creative possibilities.
This study aimed to examine how food processing is addressed within indices/tools used to assess healthy and sustainable diets.
Design:
A scoping review was conducted following the PRISMA-ScR protocol. Peer-reviewed studies developing or applying indices/tools for assessing sustainable diets were included. Two independent reviewers performed the selection, with disagreements resolved by discussion and, when necessary, a third reviewer was consulted to reach a consensus.
Setting:
The review included studies published in English, Portuguese, or Spanish, without time restrictions, and indexed in PubMed, Scopus, Web of Science, and SciELO databases.
Participants:
A total of 57 studies about sustainable diets were analyzed.
Results:
Most studies showed significant gaps in addressing food processing and other food system components when assessing sustainable diets. The majority of studies were conducted in recent years and primarily in high-income countries, and while environmental and health dimensions of sustainability are widely explored, economic and sociocultural dimensions remain underrepresented.
Conclusions:
The assessment of diet sustainability remains incomplete without accounting for the role of food processing and the broader food system. There is a need for comprehensive methodologies that integrate all sustainability dimensions while also considering local contexts, particularly in low- and middle-income countries.
Chile’s pension privatization represents one of the most radical neoliberal experiments in social security reform, reshaping welfare from a collective right into a market-driven, property-based entitlement. This Article examines how the constitutionalization of pension privatization entrenched inequalities, shielding the system from democratic contestation and embedding a logic of over-propertization, where private property rights supersede social rights. Drawing on a Law and Political Economy (LPE) approach, explicitly concerned with the distributional consequences of legal design, this study traces how, during the Pinochet dictatorship (1973–90), Chile’s 1980 Constitution, and Decree Law 3500 institutionalized financialization and individual responsibility, transforming social security into an asset class managed by private pension fund administrators (AFPs). By legally structuring private capitalization accounts as financial assets with attributes such as ownership, transferability, and enforceability, these frameworks granted private actors control over investment management and risk distribution. The analysis highlights challenges to reversing this model, as judicial claims, pension fund withdrawals during COVID-19, and two failed constitution-making processes reveal legal and political constraints on reform. It examines legislative efforts, judicial interpretations, and collective mobilizations—such as the No+AFP campaign—seeking to restore solidarity. It also explores legitimation strategies, including the discourse of “popular capitalism” and the institutional entrenchment of AFPs within Chile’s political economy. By framing pension privatization as a constitutional and legal project rather than mere economic policy, this Article underscores the global consequences of over-propertization and the urgency of reimagining social rights. In doing so, it contributes to a growing body of LPE scholarship that treats constitutions as terrains of economic power, exposing how legal frameworks both encode and contest neoliberal orders.
The study of political agenda setting is a cornerstone in political science. Within this literature, political parties are implicitly portrayed as being capable of proactively initiating discussions. However, this fundamental notion of party agency deserves further theoretical and empirical attention. In response, this article crafts a new model (the Issue Initiation Model) that opens the window into parties’ efforts to set an agenda and traces how they initiate and elevate their agenda. The model is tested on an original dataset covering more than 5.5-million tweets by political parties and MPs, coupled with over 750,000 news articles and 419,000 parliamentary questions in the United Kingdom and Denmark from 2015 to 2022. Results show how parties and their MPs can proactively redirect the attention of other actors through strategic planning and orchestrated actions. By theorizing and empirically testing the implicit notion that parties can proactively initiate discussions, this article has important implications for political agenda setting.
Suicidal ideation, plans and attempts, is a leading public health issues among adolescents worldwide, including in Pakistan. This study examines the effectiveness of a culturally adapted didactic strategy (CADS) in targeting suicidal ideation and associated symptomatology (ClinicalTrials.gov: NCT05324670).
Method:
Adolescents (n = 70, male) expressing suicidal ideation who recently engaged in self-harm (previous 6 months), were assigned to 6 sessions (weekly) of CADS or a control intervention (psycho-education material) and assessed pre- and post-intervention utilising the Beck Scale for Suicidal Ideation (BSS), the Depression, Anxiety and Stress Scale-21 (DASS-21) and Barratt Impulsiveness Schedule-II (BIS-II).
Results:
Participants in the CADS cohort demonstrated a significant reduction in suicidal ideation compared to controls at treatment end (F = 266.7, p < 0.001, ηp2 = 0.80), and six-weeks post intervention. Individuals receiving CADS demonstrated a modest reduction in attentional (F = 32.5, p < 0.001, ηp2 = 0.33), motoric (F = 45.9, p < 0.001, ηp2 = 0.41) and non-planning impulsivity (F = 21.9, p < 0.001, ηp2 = 0.25), in depressive (F = 142.2, p < 0.001, ηp2 = 0.68), and anxiety symptoms (F = 43.9, p < 0.001, ηp2 = 0.40) and stress levels (F = 96.4, p < 0.001, ηp2 = 0.59). These findings were maintained at six-week follow-up.
Conclusion:
CADS was an effective short-term intervention in reducing suicidal ideation, impulsivity, depressive and anxiety symptoms in a high school adolescent male population. Future studies including an active comparator and greater participant diversity would further elucidate the potential efficacy of this intervention.
There are several examples of best animal husbandry practices that are not adopted, leading to animal welfare compromises. Bridging this gap between advice and human behaviour is crucial in helping drive improvements in animal welfare. Inappropriate feeding of pregnant cows is common and associated with compromised health and welfare. Obesity and leanness can cause calving difficulty and reduce the vigour of newborn calves. One way to offset the problems associated with body condition extremes is to adopt body condition scoring (BCS) by hand. Knowing each animal’s condition helps the farmer identify ‘at risk’ cows leading to better feeding decisions and improved health and welfare. Despite the significant benefits of BCS, very few farmers routinely adopt this practice, relying more upon a visual assessment of condition. Some farmers also report that they do not BCS by hand, or by eye. The current study identified the key barriers and drivers of BCS by hand to develop an evidence-based intervention designed to encourage more adoption. We propose that human behaviour change frameworks, such as the Behaviour Change Wheel (BCW), present the opportunity to address other animal welfare issues where best management practices are rarely adopted. We also recommend that an interdisciplinary team of animal welfare and social scientists are best positioned to develop human behaviour change interventions that will more likely lead to tangible, persistent and positive change.
Most formal research on the imperative sentence type has focused on canonical imperatives, forms like Leave!, which are often characterized across languages by properties such as bare verbal morphology and omission of the subject. Noncanonical imperatives therefore offer an opportunity to investigate imperative properties from a different perspective. This article argues that negation-licensed commands, forms like No smoking!, first introduced in Iatridou 2021, contain an unusual combination of properties that offer a unique insight into the nature of canonical imperatives. This article has two main findings: (i) negation-licensed commands have a morphosyntax similar to that of existential declaratives, but a speech-act update similar to that of canonical imperatives, and (ii) their speech-act update is subtly different from canonical imperatives in a way that motivates a reevaluation of the speech-act operator in canonical imperatives. This article therefore demonstrates that noncanonical constructions are worth studying not only because of their interesting properties, but also because they offer insights into canonical constructions that could not be gathered otherwise.