Relative Importance Of Different Aspects Research Articles

Criterion Measures Are Not Always Continuous: Consequential Validity Ratio for Logistic Regression

Neither the theoretical conceptualization of validity, validation methodologies, nor the relative importance of different aspects of validity in measure development, is static over time. With the evolution of social values, validity evidence based on testing consequences has received greater attention in measurement research and practice. However, the methodological basis for generating this type of validity evidence is relatively underdeveloped compared to other psychometric properties (e.g., dimensionality, content validity, and reliability). The Consequential Validity Ratio (CVR) is a recently developed method for quantifying and representing how well test scores avoid the improper influence of participant demographics in the prediction of a validation criterion. The original CVR can only be applied when the criterion measures are continuous; however, binary criteria are also common in scale validation practice. This study theoretically proposes six candidate formulas for the CVR that can be used with binary criteria in a logistic regression framework (i.e., CVRB). A simulation analysis with a two-factor design was conducted to help determine the final formulation of the CVRB. The final formulation is conceptually aligned with the original CVR, straightforward to calculate, intuitive to interpret, and has adequate efficacy in generating evidence for the consequential basis of validity.

Family Emotional Expressiveness and Adolescents' Cyberbullying Bystanders: The Mediating Role of Empathy.

The significant influence of family emotional expressiveness (FEE) on adolescents' face-to-face social interactions is well-established. However, there has been limited investigation into potential links between FEE and adolescents' online social behaviors, especially cyberbullying bystander behaviors, which are pivotal in cyberbullying incidents. This study aimed to assess the relative importance of different aspects of FEE (positive FEE vs. negative FEE vs. the Positive-to-Negative ratio) in predicting adolescents' cyberbullying bystander behaviors, and the mediating roles of affective and cognitive empathy in these relationships. A sample of 1,952 adolescents (Mage = 14.18, SD = 1.33) completed questionnaires, including the Family Emotional Expressiveness Questionnaire, Basic Empathy Scale, and Cyberbullying Bystander Behavior Scale. SPSS 26.0 and Mplus 8.3 were used for analysis. (1) Positive FEE exhibited a positive association with protective behavior and a negative association with indifferent behavior. Conversely, negative FEE showed positive associations with reinforcing and indifferent behaviors. However, the Positive-to-Negative ratio did not exhibit significant associations with any of the three bystander behaviors. (2) Negative FEE emerged as relatively more significant than both positive FEE and the Positive-to-Negative ratio in predicting reinforcing and indifferent behaviors. (3) Affective empathy mediated the relationship between positive FEE and reinforcing behavior, while cognitive empathy mediated the relationship between positive FEE and protective and indifferent behaviors. Moreover, cognitive empathy exerted a more influential role than affective empathy in this mediation process. Various aspects of FEE demonstrated distinct relationships with three cyberbullying bystander behaviors, with affective and cognitive empathy playing an important mediating role in the association. This finding holds substantial implications for the development of cyberbullying prevention strategies. Such strategies could target the reduction of negative emotional expression within adolescent families and the cultivation of both cognitive and affective empathy.

A Longer Life or a Quality Death? A Discrete Choice Experiment to Estimate the Relative Importance of Different Aspects of End-of-Life Care in the United Kingdom.

Advocates argue that some interventions, including but not limited to end-of-life (EOL) care, are valued by patients and the public but are systematically disadvantaged by the quality-adjusted life-year (QALY) framework, leading to an unfair and inefficient allocation of health care resources.Using a discrete choice experiment, we find some support for this argument. Only a small proportion of public respondents prioritized survival in EOL scenarios, and most prioritized nonhealth aspects such as dignity and family relations.Together, these results suggest that the QALY may be a poor measure of the value of EOL care, as it neglects nonhealth aspects of quality and well-being that appear to be important to people in hypothetical EOL scenarios.

Quantifying visual acuity in Heliconius butterflies.

Heliconius butterflies are well-known for their colourful wing patterns, which advertise distastefulness to potential predators and are used during mate choice. However, the relative importance of different aspects of these signals will depend on the visual abilities of Heliconius and their predators. Previous studies have investigated colour sensitivity and neural anatomy, but visual acuity (the ability to perceive detail) has not been studied in these butterflies. Here, we provide the first estimate of visual acuity in Heliconius: from a behavioural optomotor assay, we found that mean visual acuity = 0.49 cycles-per-degree (cpd), with higher acuity in males than females. We also examined eye morphology and report more ommatidia in male eyes. Finally, we estimated how visual acuity affects Heliconius visual perception compared to a potential avian predator. Whereas the bird predator maintained high resolving power, Heliconius lost the ability to resolve detail at greater distances, though colours may remain salient. These results will inform future studies of Heliconius wing pattern evolution, as well as other aspects in these highly visual butterflies, which have emerged as an important system in studies of adaptation and speciation.

Drivers of Patient and Caregiver Preferences for Growth Hormone Deficiency Treatments in France: A Discrete Choice Experiment

Introduction: The aim of this study was to identify drivers of preference for growth hormone deficiency (GHD) treatment in French children, and their caregivers, and to quantify the relative importance of different aspects of treatment modalities using a discrete choice experiment (DCE). Materials and Methods: Attributes characterizing GHD treatment modalities were identified through a literature review, qualitative interviews, and focus groups with children, adolescents, and caregivers. A DCE questionnaire of 12 choice tasks was administered online to four groups of participants: autonomous adolescents (12–18 years), nonautonomous adolescent/caregiver dyads, caregivers of nonautonomous children (3–11 years), and autonomous children/caregiver dyads. The survey was pilot tested. A multinomial logit model with random effects was used to estimate preference weights for all attribute levels. Results: Frequency of administration, injection pain, dose setting, type of device, storage, and device reusability were selected as DCE attributes following the qualitative research phase and a pilot study. A total of 105 patients were represented in the DCE survey. Frequency of administration and injection pain were the attributes with the greatest influence on respondents’ preferences and had similar importance. Weekly administration was significantly preferred over daily administration by all groups of participants. Respondents’ choices were also significantly influenced by the type of device, dose setting, and device reusability. Conclusion: Children with GHD and their caregivers prefer a less frequent injection schedule and lower injection pain. Both aspects of treatment modalities are important to consider in treatment decisions to alleviate the daily burden for GHD patients and their families and potentially enhance treatment adherence.

The contributions of decoding skill and lexical knowledge to the development of irregular word reading.

Two recent computational models of reading development propose that irregular words are read using a combination of decoding and lexical knowledge but differ in assumptions about how these sources of information interact and about the relative importance of different aspects of lexical knowledge. We report developmental data that help to adjudicate these differences. Study 1 adopted a correlational approach to investigate the item-level relations between the ability to read a word aloud, general decoding ability, and knowledge of the word's phonological form (lexical phonology) or meaning (lexical semantics). We found that the latter three factors all influenced accuracy of oral reading. We observed trends indicating that the impact of differences in decoding skill and lexical knowledge were more prominent for irregular words. Study 2 comprised two experiments in which novel irregular words were taught; in Experiment 1 we compared phonological to no pretraining, whereas in Experiment 2 we compared phonological to phonological plus semantics pretraining. Exposure to the phonological form of the word had a substantial impact in the early stages of learning, whereas the impact of adding semantics was more modest and emerged later. Our findings provide strong evidence that irregular words are read using a combination of decoding and lexical knowledge, with a greater contribution from lexical phonology than lexical semantics. Computational models of learning to read are currently unable to fully account for our data, therefore we propose some modifications. We advocate an instructional approach whereby phonics and vocabulary teaching are combined to support irregular word reading. (PsycInfo Database Record (c) 2023 APA, all rights reserved).

Low flows in a regulated river system are associated with reduced breeding bird abundance and diversity in Yosemite National Park, California

AbstractRiver regulation can alter the magnitude, frequency, duration, and timing of flows, which influences the function of downstream ecosystems. Bird communities can be useful indicators of ecosystem function as individual species respond to varied changes in habitat structure and food availability. We examined the relative importance of different aspects of a regulated flow regime (average daily flow, the number of days flows fell below the 25th percentile, the timing and magnitude of maximum flows, and the inter‐annual duration of flows below the historical median) on predicted bird abundance and diversity using 11 years of data collected within a floodplain meadow system located downstream of Hetch Hetchy Reservoir in Yosemite National Park, California. We found that prolonged periods of low flows were negatively associated with the number of breeding birds detected, as well as the species richness of the breeding bird community. Species richness was also negatively correlated with delays in spring runoff delivery. We opportunistically looked at the same hydrologic variables in a parallel unregulated system, the Merced River through Yosemite Valley, and did not find the same strong relationship with bird community data. This suggests that the dam may be exacerbating the effects of drought.

Valuing quality in mental healthcare: A discrete choice experiment eliciting preferences from mental healthcare service users, mental healthcare professionals and the general population

High and sustained healthcare quality is important worldwide, though health policy may prioritise the achievement of certain aspects of quality over others. This study determines the relative importance of different aspects of mental healthcare quality to different stakeholders by eliciting preferences in a UK sample using a discrete choice experiment (DCE). DCE attributes were generated using triangulation between policy documents and mental healthcare service user and mental healthcare professional views, whilst ensuring attributes were measurable using available data. Ten attributes were selected: waiting times; ease of access; person-centred care; co-ordinated approach; continuity; communication, capacity and resources; treated with dignity and respect; recovery focus; inappropriate discharge; quality of life (QoL). The DCE was conducted online (December 2018 to February 2019) with mental healthcare service users (n = 331), mental healthcare professionals (n = 510), and members of the general population (n = 1018). Respondents’ choices were analysed using conditional logistic regression. Relative preferences for each attribute were generated using the marginal rate of substitution (MRS) with QoL as numeraire. Across all stakeholders, being treated with dignity and respect was of high importance. A coordinated approach was important across all stakeholders, whereas communication had higher relative importance for healthcare professionals and service users and ease of access had higher relative importance for the general population. This implies that policy could be affected by the choice of whose preferences (service users, healthcare professionals or general population) to use, since this impacts on the relative value and implied ranking of different aspects of mental healthcare quality.

An improved multivariable integrated evaluation method and tool (MVIETool) v1.0 for multimodel intercomparison

Abstract. An evaluation of a model's overall performance in simulating multiple fields is fundamental to model intercomparison and development. A multivariable integrated evaluation (MVIE) method was proposed previously based on a vector field evaluation (VFE) diagram, which can provide quantitative and comprehensive evaluation on multiple fields. In this study, we make further improvements to this method from the following aspects. (1) We take area weighting into account in the definition of statistics in the VFE diagram and MVIE method, which is particularly important for a global evaluation. (2) We consider the combination of multiple scalar fields and vector fields against multiple scalar fields alone in the previous MVIE method. (3) A multivariable integrated skill score (MISS) is proposed as a flexible index to measure a model's ability to simulate multiple fields. Compared with the multivariable integrated evaluation index (MIEI) proposed in the previous study, MISS is a normalized index that can adjust the relative importance of different aspects of model performance. (4) A simple-to-use and straightforward tool, the Multivariable Integrated Evaluation Tool (MVIETool version 1.0), is developed to facilitate an intercomparison of the performance of various models. Users can use the tool coded either with the open-source NCAR Command Language (NCL) or Python3 to calculate the MVIE statistics and plotting. With the support of this tool, one can easily evaluate model performance in terms of each individual variable and/or multiple variables.

Metabarcoding reveals landscape drivers of beetle community composition approximately 50 years after timber harvesting

Landscape conservation planning in managed forests requires information on the relative importance of different aspects of mature forests. Regeneration forest sites with greater access to source populations for re-establishment of biodiversity are expected to have greater similarity in species composition to unharvested mature areas, i.e., when sites are in close proximity to mature forest (forest influence), and/or have a high percentage of mature forest in the surrounding landscape (landscape context). We investigated how recovery of ground-active beetle biodiversity in the mid-late successional stage (40–58 years) of previously harvested regeneration forests is affected by forest influence, landscape context, and other characteristics of the surrounding landscape. We used DNA metabarcoding to characterise beetle communities in 12 mature forest sites and 64 regeneration forest sites. Generalized dissimilarity modelling (GDM), constrained redundancy analysis, and ordinations evaluated the contribution of predictors (i.e., bioclimate, landscape configuration, regeneration age, spatial position and topography) to beetle composition. Beetle composition was significantly different between different forest ages and landscape context classes. GDM of all predictors explained 34.1% of total variance in beetle community turnover. While the geographic locations of sites accounted for most (75.1%) of composite ecological gradients, the beetle community is subtly influenced by the effects of landscape context (1.8%), forest influence (1.2%) and other variables relating to landscape configuration (collectively 5.2%). Long-term conservation of local biodiversity in managed forests requires maintaining a certain amount of mature forest, but their importance as beetle source populations declines as the regeneration forests mature.

Evaluating patient preferences for thermal ablation versus nonthermal, nontumescent varicose vein treatments

ObjectiveTo measure patient preferences for attributes associated with thermal ablation and nonthermal, nontumescent varicose vein treatments. MethodsData were collected from an electronic patient preference survey taken by 70 adult participants (aged 20 years or older) at three Center for Vein Restoration clinics in New Jersey from July 19, 2019, through August 13, 2019. Survey participation was voluntary and anonymous (participation rate of 80.5% [70/87]). Patients were shown 10 consecutive screens that displayed three hypothetical treatment scenarios with different combinations of six attributes of interest and a none option. Choice-based conjoint analysis estimated the relative importance of different aspects of care, trade-offs between these aspects, and total satisfaction that respondents derived from different healthcare procedures. Market simulation analysis compared clusters of attributes mimicking thermal ablation and nonthermal, nontumescent treatments. ResultsOf the six attributes studied, out-of-pocket (OOP) expenditures were the most important to patients (37.2%), followed by postoperative discomfort (17.1%), risk of adverse events (16.3%), time to return to normal activity (11.0%), number of injections (10.0%), and number of visits (8.4%). Patients were willing to pay the most to avoid postoperative discomfort ($68.9) and risk of adverse events ($65.8). The market simulation analysis found that, regardless of the level of OOP spending, 60% to 80% of respondents favored attribute combinations corresponding with nonthermal, nontumescent procedures over thermal ablation, and that less than 1% of participants would forgo either treatment under no cost sharing. ConclusionsPatients are highly sensitive to OOP costs for minimally invasive varicose vein treatments. Market simulation analysis favored nonthermal, nontumescent procedures over thermal ablation.

The importance of input and output legitimacy in democratic governance: Evidence from a population‐based survey experiment in four West European countries

AbstractThe study of subjective democratic legitimacy from a citizens’ perspective has become an important strand of research in political science. Echoing the well‐known distinction between ‘input‐oriented’ and ‘output‐oriented’ legitimacy, the scientific debate on this topic has coined two opposed views. Some scholars find that citizens have a strong and intrinsic preference for meaningful participation in collective decision making. But others argue, to the contrary, that citizens prefer ‘stealth democracy’ because they care mainly about the substance of decisions, but much less about the procedures leading to them. In this article, citizens’ preferences regarding democratic governance are explored, focusing on their evaluations of a public policy according to criteria related to various legitimacy dimensions, as well as on the (tense) relationship among them. Data from a population‐based conjoint experiment conducted in eight metropolitan areas in France, Germany, Switzerland and the United Kingdom is used. By analysing 5,000 respondents’ preferences for different governance arrangements, which were randomly varied with respect to their input, throughput and output quality as well as their scope of authority, light is shed on the relative importance of different aspects of democratic governance. It is found, first, that output evaluations are the most important driver for citizens’ choice of a governance arrangement; second, consistent positive effects of criteria of input and throughput legitimacy that operate largely independent of output evaluations can be discerned; and third, democratic input, but not democratic throughput, is considered somewhat more important when a governance body holds a high level of formal authority. These findings run counter to a central tenet of the ‘stealth democracy’ argument. While they indeed suggest that political actors and institutions can gain legitimacy primarily through the provision of ‘good output’, citizens’ demand for input and throughput do not seem to be conditioned by the quality of output as advocates of stealth democratic theory suggest. Democratic input and throughput remain important secondary features of democratic governance.

Female season ticket holders: how their satisfaction is derived differently from males

ABSTRACTResearch questions: This study models how the satisfaction of male and female season ticket holders (STHs) is derived, and whether the antecedents of satisfaction differ between genders. In doing so, this study has sought to not only increase the understanding of a previously under-researched group – female STHs – but to also gain managerially useful insights into how female fans might be attracted to, and retained, as STHs.Research methods: Data were collected from almost 14,000 STHs from 12 professional sport teams. Guided by past work on the antecedents of STH satisfaction, the dataset was split by gender and matched on key variables, before established satisfaction models were tested across groups.Results and findings: Overall, STH satisfaction appears to be derived the same way, regardless of gender. However, the relative importance of different aspects of the STH experience often varies. Customer service and home ground facilities are significantly more important among females. Men instead derive more satisfaction from feeling involved with the team and the way it is managed. These differences are explained in light of what is known about gender differences in relation to consumption motives and behaviors.Implications: This study provides valuable insights for sport or team managers into the factors that drive satisfaction for both female and male STHs, including concomitant positioning strategies to grow female STH numbers. Of critical importance are high service standards and female-friendly facilities.

When is a forest a forest? Forest concepts and definitions in the era of forest and landscape restoration.

We present a historical overview of forest concepts and definitions, linking these changes with distinct perspectives and management objectives. Policies dealing with a broad range of forest issues are often based on definitions created for the purpose of assessing global forest stocks, which do not distinguish between natural and planted forests or reforests, and which have not proved useful in assessing national and global rates of forest regrowth and restoration. Implementing and monitoring forest and landscape restoration requires additional approaches to defining and assessing forests that reveal the qualities and trajectories of forest patches in a spatially and temporally dynamic landscape matrix. New technologies and participatory assessment of forest states and trajectories offer the potential to operationalize such definitions. Purpose-built and contextualized definitions are needed to support policies that successfully protect, sustain, and regrow forests at national and global scales. We provide a framework to illustrate how different management objectives drive the relative importance of different aspects of forest state, dynamics, and landscape context.Electronic supplementary materialThe online version of this article (doi:10.1007/s13280-016-0772-y) contains supplementary material, which is available to authorized users.

Effects of parent and child behaviours on overweight and obesity in infants and young children from disadvantaged backgrounds: systematic review with narrative synthesis.

BackgroundDespite the crucial need to develop targeted and effective approaches for obesity prevention in children most at risk, the pathways explaining socioeconomic disparity in children’s obesity prevalence remain poorly understood.MethodsWe conducted a systematic review of the literature that investigated causes of weight gain in children aged 0–5 years from socioeconomically disadvantaged or Indigenous backgrounds residing in OECD countries. Major electronic databases were searched from inception until December 2015. Key words identified studies addressing relationships between parenting, child eating, child physical activity or sedentary behaviour and child weight in disadvantaged samples.ResultsA total of 32 articles met the inclusion criteria. The Mixed Methods Appraisal Tool quality rating for the studies ranged from 25 % (weak) to 100 % (strong). Studies predominantly reported on relationships between parenting and child weight (n = 21), or parenting and child eating (n = 12), with fewer (n = 8) investigating child eating and weight. Most evidence was from socio-economically disadvantaged ethnic minority groups in the USA. Clustering of diet, weight and feeding behaviours by socioeconomic indicators and ethnicity precluded identification of independent effects of each of these risk factors.ConclusionsThis review has highlighted significant gaps in our mechanistic understanding of the relative importance of different aspects of parent and child behaviours in disadvantaged population groups.Electronic supplementary materialThe online version of this article (doi:10.1186/s12889-016-2801-y) contains supplementary material, which is available to authorized users.

The Effect of Negative, Positive, and Neutral Self-imagery on Symptoms and Processes in Social Anxiety Disorder

Cognitive models of social anxiety disorder suggest that negative self-images maintain social fears despite repeated exposure to benign social situations. An accumulating body of evidence supports this notion, and preliminary data indicates that modifying self-imagery can potentially reduce fears of negative evaluation in socially anxious individuals. The present study examined the effects of negative, positive, and neutral self-imagery during a speech task in 49 clinically diagnosed and 41 non-clinical participants. The impact of self-imagery on various symptoms and both cognitive and attentional processes proposed by cognitive models was empirically tested in a two group by three condition between-subjects experimental design. Expected group differences emerged with regard to symptom, affective, and cognitive measures, as well as performance discrepancy scores; however, specific statistical interactions hypothesised between group and condition were not supported for the majority of symptom measures, suggesting that negative imagery may not be differentially influential, as posited by current theoretical models. Continuing research is warranted to further disentangle the relative importance of different aspects of self-imagery in order to better understand the factors that maintain social threat fears, and inform clinical intervention research modifying imagery in effective treatments for social anxiety disorder.

Selecting algorithms for Earth observation of climate within the European Space Agency Climate Change Initiative: Introduction to a special issue

This special issue is focused on the assessment of algorithms for the observation of Earth’s climate from environmental satellites. Climate data records derived by remote sensing are increasingly a key source of insight into the workings of and changes in Earth’s climate system. Producers of data sets must devote considerable effort and expertise to maximise the true climate signals in their products and minimise effects of data processing choices and changing sensors. A key choice is the selection of algorithm(s) for classification and/or retrieval of the climate variable. Within the European Space Agency Climate Change Initiative, science teams undertook systematic assessment of algorithms for a range of essential climate variables. The papers in the special issue report some of these exercises (for ocean colour, aerosol, ozone, greenhouse gases, clouds, soil moisture, sea surface temperature and glaciers). The contributions show that assessment exercises must be designed with care, considering issues such as the relative importance of different aspects of data quality (accuracy, precision, stability, sensitivity, coverage, etc.), the availability and degree of independence of validation data and the limitations of validation in characterising some important aspects of data (such as long-term stability or spatial coherence). As well as requiring a significant investment of expertise and effort, systematic comparisons are found to be highly valuable. They reveal the relative strengths and weaknesses of different algorithmic approaches under different observational contexts, and help ensure that scientific conclusions drawn from climate data records are not influenced by observational artifacts, but are robust.

Predictive Models for Work-Life Balance and Organizational Commitment of Women in the U.S. Construction Industry

AbstractThe ability to predict and develop policies, programs, and environments that enhance work-life balance (WLB) and promote organizational commitment is important for employers concerned with minimizing employee turnover. The aim of this study is to investigate elements that lead to enhanced organizational commitment and increase the likelihood that a female employee will stay with her employer in the U.S. construction industry. The specific contributions of this study are that it ascertains through a survey questionnaire the relative importance of different aspects of employer, job, employee benefits, and personal life satisfaction elements. The factor with the most pronounced influence on satisfaction with employer was whether the respondent had earned a college degree or trade certificate. Respondents with a college degree or a trade certification were more than four and a half times more likely to respond as satisfied with their current employer than those who did not have a degree or certificati...

Do Young and Older Adults Have Different Health Care Priorities? Evidence From a National Survey of English Inpatients

This article compares the inpatient experience of young versus older adults, and assesses the relative importance of different aspects of health care in these two groups. The study comprised adult inpatients in 161 English hospitals. Standardized scores were calculated covering overall care and eight domains of patient experience (consistency, respect, involvement, nursing, doctors, cleanliness, pain control, and privacy). Values for young and older adults were compared. Additionally, Fisher r-to-z transformation was used to assess age differences in the strength of correlation between overall care and individual care domains. Young people reported a poorer experience across all aspects of inpatient care (p < .01). Compared with older adults, young men's overall care rating was more strongly correlated to pain control, and young women's to respect and doctors' characteristics (p < .05). These findings provide a quantitative national-level evidence base regarding young people's priorities in inpatient care.

Regional patterns and controls of leaf decomposition in Australian tropical rainforests

AbstractFuture climates have the potential to alter decomposition rates in tropical forest with implications for carbon emissions, nutrient cycling and retention of standing litter. However, our ability to predict impacts, particularly for seasonally wet forests in the old world, is limited by a paucity of data, a limited understanding of the relative importance of different aspects of climate and the extent to which decomposition rates are constrained by factors other than climate (e.g. soil, vegetation composition). We used the litterbag method to determine leaf litter decay rates at 18 sites distributed throughout the Australian wet tropics bioregion over a 14‐month period. Specifically, we investigated regional controls on litter decay including climate, soil and litter chemical quality. We used both in situ litter collected from litterfall on site and a standardized control leaf litter substrate. The control litter removed the effect of litter chemical quality and the in situ study quantified decomposition specific to the site. Decomposition was generally slower than for other tropical rainforests globally except in our wet and nutrient‐richer sites. This is most likely attributable to the higher latitude, often highly seasonal rainfall and very poor soils in our system. Decomposition rates were best explained by a combination of climate, soil and litter quality. For in situ litter (native to the site) this included: average leaf wetness in the dry season (LWDS; i.e. moisture condensation) and the initial P content of the leaves, or LWDS and initial C. For control litter (no litter quality effect) this included: rainfall seasonality (% dry season days with 0‐mm rainfall), soil P and mean annual temperature. These results suggest that the impact of climate change on decomposition rates within Australian tropical rainforests will be critically dependent on the trajectory of dry season moisture inputs over the coming decades.