The effects of measurement non-invariance on parameter estimation in latent growth models

Researchers are increasingly taking advantage of the latent growth modeling framework to evaluate complex behaviors over time. However, many constructs in the social sciences change in definition over the course of development. These changes may include an item's relationship to a construct over time (i.e., measurement non-invariance). Unfortunately, the effect of changing measurement structures on latent growth model (LGM) parameter estimates is not well understood. This paper begins with a brief introduction to LGMs followed by the restrictions placed on the traditional measurement model used within the LGM framework. Following this, an introduction to measurement invariance is provided within the context of longitudinal confirmatory factor analysis (CFA). Methods available to incorporate flexible measurement structures within longitudinal models of growth are introduced. The various roles measurement invariance may play in the study of stability and growth are presented. The results of a Monte-Carlo simulation are provided and generally show that when complete measurement invariance was maintained, both mean and factor score-based methods recovered generating parameter values well. If at least partial lambda invariance was maintained, factor scores based on a single invariant item also provided unbiased estimates of the random effects. This result was not found using mean or factor scores based on constraining all factor loadings (within item) to equality over time. A measurement structure that changes systematically over time led to biased estimates of almost all parameters regardless of which scoring method was used as well as observed non-linear trends over time. This study did find that the use of factor scores as indicators in LGMs led to consistently positively biased fit statistics. Possible sources of this misfit are discussed. This paper concludes with a discussion of future research and the implications of these findings in applied research

Contributions of modern measurement theory to measuring executive function in early childhood: An empirical demonstration

This study demonstrates the merits of evaluating a newly developed battery of executive function tasks, designed for use in early childhood, from the perspective of item response theory (IRT). The battery was included in the 48-month assessment of the Family Life Project, a prospective longitudinal study of 1292 children oversampled from low-income and African American families. IRT models were applied to a select set of tasks to demonstrate empirically (a) a principled method for item evaluation, including the utility of item characteristic curves; (b) how to explicitly test whether the measurement properties of executive function tasks are invariant across mutually exclusive subgroups of youths; (c) how the precision of measurement of a given task can vary according to underlying child ability; and (d) the utility of using IRT-based versus percentage correct scores. Results are discussed with respect to the importance of developing psychometrically sound and scalable instrument

Cartilage collagen structure upon knee joint distraction and high tibial osteotomy as measured with T2-mapping MRI - post-hoc analyses of two RCTs

Objective High tibial osteotomy (HTO) and knee joint distraction (KJD) are joint-preserving treatments for knee osteoarthritis (OA) that have shown good clinical results and cartilage thickness increase. In this exploratory study, cartilage T2 relaxation times, as a measure of collagen structure, are evaluated after both treatments, and compared to natural OA progression. Design Ten patients indicated for total knee arthroplasty (TKA) were treated with KJD (KJDTKA). Thirty patients indicated for HTO were treated with KJD (KJDHTO; n = 10) or HTO (n = 20). 3T T2-mapping MRI scans were performed before and one (KJD groups only) and two years after treatment, from which cartilage was segmented and the volume and T2 relaxation times were calculated. Patients were matched with untreated patients from the Osteoarthritis Initiative (OAI) to compare the change in T2 values over time. Results KJDHTO (n = 8) and HTO (n = 17) patients both showed statistically significant increases in T2 values (worsening) but no volume changes. KJDTKA patients (n = 8) only showed a tendency for (first-year) T2 value increase, and a significant volume increase in the most affected compartment (MAC). There were no significant differences between the three groups. All treated patients combined showed a significantly higher increase in T2 times than untreated patients from the OAI for both femur and tibia. Conclusions KJD and HTO cause an increase in cartilage T2 relaxation times, which could indicate loss or reorganization of collagen structure integrity. In TKA-indicated KJD patients, this goes paired with volume increase, indicating it may be the result of maturation of newly formed cartilage

Perspectives on multiscale modelling and experiments to accelerate materials development for fusion

Prediction of material performance in fusion reactor environments relies on computational modelling, and will continue to do so until the first generation of fusion power plants come on line and allow long-term behaviour to be observed. In the meantime, the modelling is supported by experiments that attempt to replicate some aspects of the eventual operational conditions. In 2019, a group of leading experts met under the umbrella of the IEA to discuss the current position and ongoing challenges in modelling of fusion materials and how advanced experimental characterisation is aiding model improvement. This review draws from the discussions held during that workshop. Topics covering modelling of irradiation-induced defect production and fundamental properties, gas behaviour, clustering and segregation, defect evolution and interactions are discussed, as well as new and novel multiscale simulation approaches, and the latest efforts to link modelling to experiments through advanced observation and characterisation techniques.MRG, SLD, and DRM acknowledge funding by the RCUK Energy Programme [grant number EP/T012250/1]. Part of this work has been carried out within the framework of the EUROFusion Consortium and has received funding from the Euratom research and training programme 2014–2018 and 2019–2020 under grant Agreement No. 633053. The views and opinions expressed herein do not necessarily reflect those of the European Commission. JRT acknowledges funding from the US Department of Energy (DOE) through grant DE-SC0017899. ZB, LY,BDW, and SJZ acknowledge funding through the US DOE Fusion Energy Sciences grant DE-SC0006661ZB, LY and BDW also were partially supported from the US DOE Office of Science, Office of Fusion Energy Sciences and Office of Advanced Scientific Computing Research through the Scientific Discovery through Advanced Computing (SciDAC) project on Plasma-Surface Interactions. JMa acknowledges support from the US-DOEs Office of Fusion Energy Sciences (US-DOE), project DE-SC0019157. Pacific Northwest National Laboratory is operated by Battelle Memorial Institute for the US Department of Energy (DOE) under contract DE-AC05-76RL01830. YO and YZ were supported as part of the Energy Dissipation to Defect Evolution (EDDE), an Energy Frontier Research Center funded by the U.S. Department of Energy, Office of Science, Basic Energy Sciences under contract number DE-AC05-00OR22725. TS and TT are supported by JSPS KAKENHI Grant Number 19K05338

Resilience trinity: Safeguarding ecosystem functioning and services across three different time horizons and decision contexts

Ensuring ecosystem resilience is an intuitive approach to safeguard the functioning of ecosystems and hence the future provisioning of ecosystem services (ES). However, resilience is a multi‐faceted concept that is difficult to operationalize. Focusing on resilience mechanisms, such as diversity, network architectures or adaptive capacity, has recently been suggested as means to operationalize resilience. Still, the focus on mechanisms is not specific enough. We suggest a conceptual framework, resilience trinity, to facilitate management based on resilience mechanisms in three distinctive decision contexts and time‐horizons: 1) reactive, when there is an imminent threat to ES resilience and a high pressure to act, 2) adjustive, when the threat is known in general but there is still time to adapt management and 3) provident, when time horizons are very long and the nature of the threats is uncertain, leading to a low willingness to act. Resilience has different interpretations and implications at these different time horizons, which also prevail in different disciplines. Social ecology, ecology and engineering are often implicitly focussing on provident, adjustive or reactive resilience, respectively, but these different notions of resilience and their corresponding social, ecological and economic tradeoffs need to be reconciled. Otherwise, we keep risking unintended consequences of reactive actions, or shying away from provident action because of uncertainties that cannot be reduced. The suggested trinity of time horizons and their decision contexts could help ensuring that longer‐term management actions are not missed while urgent threats to ES are given priority

Diagnosis and management of spinal muscular atrophy : Part 1: Recommendations for diagnosis, rehabilitation, orthopedic and nutritional care

Spinal muscular atrophy (SMA) is a severe neuromuscular disorder due to a defect in the survival motor neuron 1 (SMN1) gene. Its incidence is approximately 1 in 11,000 live births. In 2007, an International Conference on the Standard of Care for SMA published a consensus statement on SMA standard of care that has been widely used throughout the world. Here we report a two-part update of the topics covered in the previous recommendations. In part 1 we present the methods used to achieve these recommendations, and an update on diagnosis, rehabilitation, orthopedic and spinal management; and nutritional, swallowing and gastrointestinal management. Pulmonary management, acute care, other organ involvement, ethical issues, medications, and the impact of new treatments for SMA are discussed in part 2

Transfer origins in the conjugative Enterococcus faecalis plasmids pAD1 and pAM373: identification of the pAD1 nic site, a specific relaxase and a possible TraG-like protein

The Enterococcus faecalis conjugative plasmids pAD1 and pAM373 encode a mating response to the peptide sex pheromones cAD1 and cAM373 respectively. Sequence determination of both plasmids has recently been completed with strong similarity evident over many of the structural genes related to conjugation. pAD1 has two origins of transfer, with oriT1 being located within the repA determinant, whereas the more efficiently utilized oriT2 is located between orf53 and orf57 , two genes found in the present study to be essential for conjugation. We have found a similarly located oriT to be present in pAM373. oriT2 corresponds to about 285 bp based on its ability to facilitate mobilization by pAD1 when ligated to the shuttle vector pAM401; however, it was not mobilized by pAM373. In contrast, a similarly ligated fragment containing the oriT of pAM373 did not facilitate mobilization by pAD1 but was efficiently mobilized by pAM373. The oriT sites of the two plasmids each contained a homologous large inverted repeat (spanning about 140 bp) adjacent to a series of non-homologous short (6 bp) direct repeats. A hybrid construction containing the inverted repeat of pAM373 and direct repeats of pAD1 was mobilized efficiently by pAD1 but not by pAM373, indicating a significantly greater degree of specificity is associated with the direct repeats. Mutational (deletion) analyses of the pAD1 oriT2 inverted repeat structure suggested its importance in facilitating transfer or perhaps ligation of the ends of the newly transferred DNA strand. Analyses showed that Orf57 (to be called TraX) is the relaxase, which was found to induce a specific nick in the large inverted repeat inside oriT ; the protein also facilitated site-specific recombination between two oriT2 sites. Orf53 (to be called TraW) exhibits certain structural similarities to TraG-like proteins, although there is little overall homology.Peer Reviewedhttp://deepblue.lib.umich.edu/bitstream/2027.42/72536/1/j.1365-2958.2002.03007.x.pd

Propriedades mecânicas de aloenxertos meniscais de coelhos após preservação em glicerina e reidratação em NaCl 0,9%

Foram avaliadas as propriedades mecânicas, força, deformação e tensão ao limite elástico, tensão ao ponto de ruptura e índice de rigidez, de meniscos frescos e meniscos transplantados por 70 dias em joelhos de coelhos, após preservação em glicerina. O primeiro grupo (tratado) foi formado por seis meniscos mediais do joelho esquerdo, coletados de animais oriundos de criação comercial. Esses meniscos foram armazenados em glicerina 98% por um período de 45-60 dias; em seguida, foram reidratados em solução salina a 0,5% de enrofloxacina, por 12 horas, e implantados em joelhos de outros seis coelhos, submetidos à meniscectomia. Após 70 dias da cirurgia, foi realizada a eutanásia dos animais e retirada dos aloenxertos para avaliação mecânica. O segundo grupo (controle) foi composto por seis meniscos mediais, retirados dos joelhos contralaterais (direito) dos mesmos animais. Para a amostra estudada, não houve diferença estatisticamente significante entre os grupos controle e tratado para nenhuma das variáveis analisadas, demonstrando que a reidratação de aloenxertos meniscais, após preservação em glicerina, mantém as características mecânicas desses, após 70 dias de implantação, semelhantes às de meniscos frescos

TRY plant trait database – enhanced coverage and open access

Plant traits—the morphological, anatomical, physiological, biochemical and phenological characteristics of plants—determine how plants respond to environmental factors, affect other trophic levels, and influence ecosystem properties and their benefits and detriments to people. Plant trait data thus represent the basis for a vast area of research spanning from evolutionary biology, community and functional ecology, to biodiversity conservation, ecosystem and landscape management, restoration, biogeography and earth system modelling. Since its foundation in 2007, the TRY database of plant traits has grown continuously. It now provides unprecedented data coverage under an open access data policy and is the main plant trait database used by the research community worldwide. Increasingly, the TRY database also supports new frontiers of trait‐based plant research, including the identification of data gaps and the subsequent mobilization or measurement of new data. To support this development, in this article we evaluate the extent of the trait data compiled in TRY and analyse emerging patterns of data coverage and representativeness. Best species coverage is achieved for categorical traits—almost complete coverage for ‘plant growth form’. However, most traits relevant for ecology and vegetation modelling are characterized by continuous intraspecific variation and trait–environmental relationships. These traits have to be measured on individual plants in their respective environment. Despite unprecedented data coverage, we observe a humbling lack of completeness and representativeness of these continuous traits in many aspects. We, therefore, conclude that reducing data gaps and biases in the TRY database remains a key challenge and requires a coordinated approach to data mobilization and trait measurements. This can only be achieved in collaboration with other initiatives