Design diversity: an update from research on reliability modelling

Diversity between redundant subsystems is, in various forms, a common design approach for improving system dependability. Its value in the case of software-based systems is still controversial. This paper gives an overview of reliability modelling work we carried out in recent projects on design diversity, presented in the context of previous knowledge and practice. These results provide additional insight for decisions in applying diversity and in assessing diverseredundant systems. A general observation is that, just as diversity is a very general design approach, the models of diversity can help conceptual understanding of a range of different situations. We summarise results in the general modelling of common-mode failure, in inference from observed failure data, and in decision-making for diversity in development.

Charmonium properties from lattice QCD + QED: hyperfine splitting, J/ψJ/\psi leptonic width, charm quark mass and aμca_{\mu}^c

We have performed the first $n_f = 2+1+1$ lattice QCD computations of the properties (masses and decay constants) of ground-state charmonium mesons. Our calculation uses the HISQ action to generate quark-line connected two-point correlation functions on MILC gluon field configurations that include $u/d$ quark masses going down to the physical point, tuning the $c$ quark mass from $M_{J/\psi}$ and including the effect of the $c$ quark's electric charge through quenched QED. We obtain $M_{J/\psi}-M_{\eta_c}$ (connected) = 120.3(1.1) MeV and interpret the difference with experiment as the impact on $M_{\eta_c}$ of its decay to gluons, missing from the lattice calculation. This allows us to determine $\Delta M_{\eta_c}^{\mathrm{annihiln}}$ =+7.3(1.2) MeV, giving its value for the first time. Our result of $f_{J/\psi}=$ 0.4104(17) GeV, gives $\Gamma(J/\psi \rightarrow e^+e^-)$=5.637(49) keV, in agreement with, but now more accurate than experiment. At the same time we have improved the determination of the $c$ quark mass, including the impact of quenched QED to give $\overline{m}_c(3\,\mathrm{GeV})$ = 0.9841(51) GeV. We have also used the time-moments of the vector charmonium current-current correlators to improve the lattice QCD result for the $c$ quark HVP contribution to the anomalous magnetic moment of the muon. We obtain $a_{\mu}^c = 14.638(47) \times 10^{-10}$, which is 2.5$\sigma$ higher than the value derived using moments extracted from some sets of experimental data on $R(e^+e^- \rightarrow \mathrm{hadrons})$. This value for $a_{\mu}^c$ includes our determination of the effect of QED on this quantity, $\delta a_{\mu}^c = 0.0313(28) \times 10^{-10}$.Comment: Added extra discussion on QED setup, some new results to study the effects of strong isospin breaking in the sea (including new Fig. 1) and a fit stability plot for the hyperfine splitting (new Fig. 7). Version accepted for publication in PR

Site Condition Assessments of Welsh SAC and SSSI Standing Water Features

This report was commissioned by the Countryside Council for Wales (CCW) in 2005 and provides an assessment of the conservation status of Welsh Special Areas of Conservation (SACs) and Sites of Special Scientific Interest (SSSIs). It details the site condition assessments of 43 individual standing water features and provides overall assessments of the 13 SACs and 11 SSSIs in which they lie. Site condition is assessed using Common Standards Monitoring (CSM) methods, where specific habitat feature attributes are assessed against targets corresponding to ‘favourable’ condition. To make these assessments, data from CCW Contract Science Report no. 704 (Goldsmith et al. 2006) is employed, alongside further chemical and biological data collected by ENSIS Ltd. and the Environment Agency (EA) between 2003-2005. Data from previous reports and surveys is also utilised where available to provide a longer-term perspective and possible evidence of trends. The results of the site condition assessments are discussed in terms of general categories of impact (e.g. acidification or eutrophication). Where sites were in unfavourable condition, recommendations for further investigation and / or management are made. Reference is also made to Water Framework Directive (WFD) Risk Assessments and some attempt is made to relate condition assessment outcomes to the probability of sites failing to meet good ecological status by 2015 in accordance with the objectives of Article 4 of the WFD. Condition assessments for the oligotrophic to mesotrophic Welsh lake SACs (23 lakes) and SSSIs (7 lakes) with vegetation of the Littorelletea uniflorae and / or of the IsoëtoNanojuncetea, indicate that approximately 80 % of lakes of this type are currently in ‘unfavourable’ (60 %) or ‘unfavourable, recovering’ (20 %) condition. Only one SAC - Cadair Idris (3 lakes) – and three lakes within two other SACs are classified as ‘favourable’. Acidification is the primary reason for failure to meet favourable condition targets, particularly for SAC lakes. The recovery trends observed at a number of acid-impacted lakes most likely relate to reductions in atmospheric deposition of sulphur and nitrogen. It is expected that alkalinisation trends will continue provided that atmospheric deposition stabilises or continues to decrease. Nutrient enrichment, grazing pressure, sediment inwash, forestry operations and drawdown are further pressures that result in unfavourable condition assessment outcomes. Eutrophication is of particular concern amongst SSSI lakes of this type. All eleven Welsh lake SACs and SSSIs of the naturally eutrophic type (with Magnopotamion or Hydrocharition-type vegetation) or hard oligo-mesotrophic Chara spp. type are classified as ‘unfavourable’ (70 %) or ‘unfavourable, recovering’ (20 %), with one lake classified as ‘unfavourable, declining’. Eutrophication is the primary reason for failure to meet favourable condition targets. However, unlike acidification, eutrophication may come from both point and diffuse sources, and its effects may be exacerbated by local management practices such as grazing and fish stocking. For many eutrophied lakes there is scope to identify and reduce diffuse sources of nutrients within the catchment. However, residual sediment nutrient concentrations may be problematic, as may inappropriate fish communities resulting from past stocking practices. Eutrophication can dramatically alter the structure and function of a lake ecosystem; therefore carefully constructed management plans must be implemented if favourable condition is to be a realistic future target for impacted naturally eutrophic and hard-water Welsh lake SACs and SSSIs. Only one SAC in Wales is notified for the dystrophic lakes feature (2 lakes). This feature was provisionally classified as unfavourable. However, the targets for this habitat type may require refinement. The report concludes by discussing uncertainty in lake classification, data confidence concerns, CSM issues relating to survey methodology and the appropriateness of targets used for condition assessment. Comparisons between the CSM approach and other lake assessment methodologies are also considered. Overall recommendations for future monitoring and assessment are provided

Investigating the impact of at‐home learning on secondary school‐aged children with ADHD : a qualitative study

Students with ADHD can benefit from at-home learning in terms of managing their symptoms; however, lockdown restrictions due to the pandemic are having negative impacts on the student population. This study was designed to ascertain how students with ADHD have been impacted by at-home learning under lockdown restrictions. An interpretative phenomenological analysis was conducted using semi-structured interviews from students, parents and teaching staff. These interviews were used to identify three main themes (anxiety caused by at-home learning, change in social interaction and academic impact of at-home learning) that best identified the participants' experiences. The results suggested that whilst supportive home environments helped students with ADHD to better manage their symptoms, social anxiety was a significant problem, and not all schools allowed students with ADHD to take full advantage of at-home learning for their students with ADHD

The effect of the inclusion of trunk-strengthening exercises to a multimodal exercise program on physical activity levels and psychological functioning in older adults: Secondary data analysis of a randomized controlled trial

Background Engaging in multimodal exercise program helps mitigate age-related decrements by improving muscle size, muscle strength, balance, and physical function. The addition of trunk-strengthening within the exercise program has been shown to significantly improve physical functioning outcomes. Whether these improvements result in improved psychological outcomes associated with increased physical activity levels requires further investigation. We sought to explore whether the inclusion of trunk-strengthening exercises to a multimodal exercise program improves objectively measured physical activity levels and self-reported psychological functioning in older adults. Method We conducted a secondary analysis within a single-blinded parallel-group randomized controlled trial. Sixty-four healthy older (≥ 60 years) adults were randomly allocated to a 12-week walking and balance exercise program with (n = 32) or without (n = 32) inclusion of trunk strengthening exercises. Each program involved 12 weeks of exercise training, followed by a 6-week walking-only program (identified as detraining). Primary outcome measures for this secondary analysis were physical activity (accelerometry), perceived fear-of-falling, and symptoms of anxiety and depression. Results Following the 12-week exercise program, no significant between-group differences were observed for physical activity, sedentary behaviour, fear-of-falling, or symptoms of anxiety or depression. Significant within-group improvements (adjusted mean difference [95%CI]; percentage) were observed in moderate-intensity physical activity (6.29 [1.58, 11.00] min/day; + 26.3%) and total number of steps per min/day (0.81 [0.29 to 1.33] numbers or + 16.3%) in trunk-strengthening exercise group by week 12. With respect to within-group changes, participants in the walking-balance exercise group increased their moderate-to-vigorous physical activity (MVPA) (4.81 [0.06 to 9.56] min/day; + 23.5%) and reported reduction in symptoms of depression (-0.26 [-0.49 to -0.04] points or -49%) after 12 weeks of the exercise program. The exercise-induced increases in physical activity levels in the trunk-strengthening exercise group were abolished 6-weeks post-program completion. While improvements in physical activity levels were sustained in the walking-balance exercise group after detraining phase (walking only). Conclusions The inclusion of trunk strengthening to a walking-balance exercise program did not lead to statistically significant between-group improvements in physical activity levels or psychological outcomes in this cohort following completion of the 12-week exercise program