Homogeneity analysis, or multiple correspondence analysis, is usually applied to k separate variables. In this paper we apply it to sets of variables by using sums within sets. The resulting technique is called OVERALS. It uses the notion of optimal scaling, with transformations that can be multiple or single. The single transformations consist of three types: nominal, ordinal, and numerical. The corresponding OVERALS computer program minimizes a least squares loss function by using an alternating least squares algorithm. Many existing linear and nonlinear multivariate analysis techniques are shown to be special cases of OVERALS. An application to data from an epidemiological survey is presented.

We study the class of multivariate distributions in which all bivariate regressions can be linearized by separate transformation of each of the variables. This class seems more realistic than the multivariate normal or the elliptical distributions, and at the same time its study allows us to combine the results from multivariate analysis with optimal scaling and classical multivariate analysis. In particular a two-stage procedure which first scales the variables optimally, and then fits a simultaneous equations model, is studied in detail and is shown to have some desirable properties.

Since 1915, statisticians have been applying Fisher's Z-transformation to Pearson product-moment correlation coefficients. We offer new geometric interpretations of this transformation.

Kaiser presented a method for finding a set of derived orthogonal variables which correlate maximally with a set of original variables. A simpler, more complete derivation of Kaiser's result is given and compared to related types of transformations. The transformation derived here suggests a direct method for finding the orthogonal factor solution which is maximally similar to a given oblique solution.

Compacted bentonite, used as an engineering barrier for permanent containment of high-level radioactive waste, is susceptible to mineral evolution resulting in compromise of the expected barrier performance due to alkaline–thermal chemical interaction in the near-field. To elucidate the mineral-evolution mechanisms within bentonite and the transformation of the nuclide adsorption properties during that period, experimental evolution of bentonite was conducted in a NaOH solution with a pH of 14 at temperatures ranging from 60 to 120°C. The results showed that temperature significantly affects the stability of minerals in bentonite under alkali conditions. The dissolution rate of fine-grained cristobalite in bentonite exceeds that of smectite, with the phase-transition products of smectite being temperature-dependent. As the temperature rises, smectite experiences a three-stage transformation: initially, at 60°C, the lattice structure thins due to the collapse of the octahedral sheets; at 80°C, the lattice disintegrates and reorganizes into a loose framework akin to albite; and by 100°C, it further reorganizes into a denser framework resembling analcime. The adsorption properties of bentonite exhibit a peak inflection point at 80°C, where the dissolution of the smectite lattice eliminates interlayer pores and exposes numerous polar or negatively charged sites which results in a decrease in specific surface area and an increase in cation exchange capacity and adsorption capacity of Eu3+. This research provides insights into the intricate evolution of bentonite minerals and the associated changes in radionuclide adsorption capacity, contributing to a better understanding of the stability of bentonite barriers and the effective long-term containment of nuclear waste.

Since the emergence of psychological and behavioural science, one of its foundational goals has been to explain human behaviour. Although the discipline has been highly successful in this endeavour, there is an elephant in the room. Psychological and behavioural science has neglected studying the most challenging aspect of human behaviour−transformative behavioural change. This change can be described as a fundamental and difficult-to-achieve shift in someone’s actions that involves a transformation of one’s way of living. Understanding transformative behavioural change is essential not only for psychological and behavioural science to accomplish its foundational goal but also to maintain its contemporary relevance. Indeed, it is imminent that both solving the world’s biggest issues (e.g., climate change) and living through major disruptions (e.g., technological revolution) will require people to transform their behaviour. In this perspective, I first review and discuss previous relevant research, and then propose a seven-step agenda for how psychological and behavioural science can become the science of transformative behavioural change.

The President’s Committee on the Arts and the Humanities (PCAH) has played a significant role in American government since its establishment by President Reagan in 1982. Although not part of the President’s Cabinet, the PCAH serves as an advisory body directly appointed by the president to support and promote arts and humanities across the nation. Despite its non-partisan mission, the PCAH has not been immune to political turmoil. In 2017, following President Trump’s controversial comments on the Charlottesville violence, the PCAH members resigned en masse, leading to the committee’s temporary disbandment. President Biden reinstated the PCAH in 2022, emphasizing its importance in fostering civic engagement, social cohesion, and equity through the arts and humanities. This article features an interview with current PCAH members, including National Endowment for the Humanities Chair Shelly C. Lowe, Oscar- and Tony-award winner and PCAH Co-Chair Bruce Cohen, and PCAH member and interdisciplinary artist Amanda Phingbodhipakkiya. The discussion highlights their personal and professional journeys within the arts and humanities, underscoring the profound impact of cultural experiences on their lives. They advocate for continued government support, citing the arts and humanities as essential for a functioning democracy.

Food production and consumption need to substantially change to meet global environmental and public health goals. Increasing grain legume consumption in most countries is key to providing nourishing food for all while contributing to cropping system sustainability with relatively low environmental impact. But what actions have the potential to increase such consumption? The wide knowledge of how to cultivate grain legumes among Swedish farmers, low current consumption in most of the population, and prior shifts in dietary patterns make Sweden an interesting context for studying the potential increase of grain legumes in diets. We identify system-level actions in peer-reviewed and grey literature with the potential to increase grain legume consumption and apply the leverage points framework to evaluate the transformative potential of these actions for the food system in Sweden. Our findings show that most actions suggested in the literature so far focus on increased production, while fewer suggestions integrate production and consumption. Few actions address the deeper leverage points with most transformative potential compared with those with less transformative potential. We qualitatively analyze the actions and develop a chain of leverage illustrating how several actions together could be combined to support change at the deepest leverage point, creating social norms for the consumption of healthy foods. The chain includes developing new tools, facilities and products; changing standards; building feedback loops; changing the food environment; building new information flows between actors; and reforming the value chain. To implement the actions identified in this analysis, a range of value chain actors and supportive policies at the national and European Union levels will be needed.

In the African Studies literature “transformation” emerges as a capacious discursive field and project of state power. In this Keyword article, I move from postindependence questions of transformative social change to violence as a transformative project of the nation-state, examining its imbrication with questions of transition and state aftermaths. I analyze transformation as a promise of worldmaking around horizons of the “post”: postapartheid, postconflict, and postcolonial. I then consider textures of transformative urbanism in changing African cities, and analyze processes implicated in reclaiming forms of discard, positing transformation as recuperation. Transformation is ultimately a multidirectional conceptual field capable of remaking personal worlds and theoretical orientations.