Digital Commons Network^™

Should Google Scholar Be Used For Benchmarking Against The Professoriate In Education?, Margaret K. Merga, Sayidi Mat Roni, Shannon Mason

Research outputs 2014 to 2021

In the neoliberal environment of contemporary academia, an individual’s research rankings and outputs can shape their career security and progression. When applying for ongoing employment and promotional opportunities, academics may benchmark their performance against that of superior colleagues to demonstrate their performance in relation to their discipline. The H-index and citation rates are commonly used to quantify the value of an academic’s work, and they can be used comparatively for benchmarking purposes. The focus of this paper is to critically consider if Google Scholar be used for benchmarking against the professoriate in education, by weighting up issues of data reliability …

Activate Or Inhibit? Implications Of Autophagy Modulation As A Therapeutic Strategy For Alzheimer’S Disease, Sharmeelavathi Krishnan, Yasaswi Shrestha, Dona P.W. Jayatunga, Sarah Rea, Ralph Martins, Prashant Bharadwaj

Research outputs 2014 to 2021

Neurodegenerative diseases result in a range of conditions depending on the type of proteinopathy, genes affected or the location of the degeneration in the brain. Proteinopathies such as senile plaques and neurofibrillary tangles in the brain are prominent features of Alzheimer’s disease (AD). Autophagy is a highly regulated mechanism of eliminating dysfunctional organelles and proteins, and plays an important role in removing these pathogenic intracellular protein aggregates, not only in AD, but also in other neurodegenerative diseases. Activating autophagy is gaining interest as a potential therapeutic strategy for chronic diseases featuring protein aggregation and misfolding, including AD. Although autophagy activation …

Resistance Mechanisms To Targeted Therapy In Braf-Mutant Melanoma - A Mini Review, Lokeswari P. Tangella, Michael E. Clark, Elin S. Gray

Research outputs 2014 to 2021

Background

The introduction of targeted therapies for the treatment of BRAF-mutant melanomas have improved survival rates in a significant proportion of patients. Nonetheless, the emergence of resistance to treatment remains inevitable in most patients.

Scope of review

Here, we review known and emerging molecular mechanisms that underlay the development of resistance to MAPK inhibition in melanoma cells and the potential strategies to overcome these mechanisms.

Major conclusions

Multiple genetic and non-genetic mechanisms contribute to treatment failure, commonly leading to the reactivation of the MAPK pathway. A variety of resistance mechanisms are enabled by the underlying heterogeneity and plasticity of melanoma …

Application Of Autonomous Underwater Vehicles To The Study Of Deep-Sea Benthic Ecology, Nils A Piechaud

School of Biological and Marine Sciences Theses

Rising anthropogenic pressure in the deep sea prompts concerns for its short and long term conservation, however, it remains mostly unexplored. Effective conservation strategies need to be based on a sound understanding of the target ecosystem, or ecosystems, which is not the case in the deep sea, owing largely to the lack of sufficient data. Autonomous Underwater Vehicles (AUV) could help address several long-standing challenges in the study of deep-sea ecology, thanks to their capacity to efficiently sample this remote environment. This thesis aims to investigate how these vehicles can contribute to the study of deep-sea benthic ecology through applying …

Effect Of Environmental Temperature On Aspects Of The Developmental Ecophysiology Of The Semi-Terrestrial Amphipod Orchestia Gammarellus, Ellen Tully

School of Biological and Marine Sciences Theses

Ecophysiological responses vary during development in ways that may determine the ecological and evolutionary consequences of climate change. How temperature alters processes vital to organismal homeostasis (e.g. cardiac and gastro-intestinal (GI) behaviour) and survival (e.g. thermal tolerance) at different developmental stages is underdeveloped. Consequently, my thesis investigated key aspects of the thermal biology (specifically cardiac output, the ontogeny of GI behaviour and upper thermal limits) of an ecologically-important, brooded species, the semi-terrestrial amphipod Orchestia gammarellus. Little is known of the earliest embryonic responses, particularly with respect to direct developing brooded species. This is in-part due to a lack of high-throughput …

Packet Analysis For Network Forensics: A Comprehensive Survey, Leslie F. Sikos

Research outputs 2014 to 2021

Packet analysis is a primary traceback technique in network forensics, which, providing that the packet details captured are sufficiently detailed, can play back even the entire network traffic for a particular point in time. This can be used to find traces of nefarious online behavior, data breaches, unauthorized website access, malware infection, and intrusion attempts, and to reconstruct image files, documents, email attachments, etc. sent over the network. This paper is a comprehensive survey of the utilization of packet analysis, including deep packet inspection, in network forensics, and provides a review of AI-powered packet analysis methods with advanced network traffic …

Overestimating One’S “Green” Behavior: Better-Than-Average Bias May Function To Reduce Perceived Personal Threat From Climate Change, Zoe Leviston, Hannah V. Uren

Research outputs 2014 to 2021

The actions of others, and what others approve of, can be a powerful tool for promoting proenvironmental behavior. A potential barrier to the utility of social norms, however, are cognitive biases in how people perceive themselves and others, including the better‐than‐average effect. This effect describes the tendency for people to think they are exceptional, especially when compared with their peers. To investigate the role of the better‐than‐average effect in proenvironmental behavior, we administered questions as part of a larger online survey of 5,219 nationally representative Australians. Participants were asked to report whether they engaged in a list of 21 proenvironmental …

Riverine Biota As Environmental Indicators Of Artisanal Small-Scale And Large-Scale Gold Mining Impacts On Riverine Ecosystems In Brong Ahafo Region, Ghana, K. F. Macdonald, M. Lund, E. Van Etten

Research outputs 2014 to 2021

A study on two adjacent small ephemeral river systems in the upper Tano River Basin in Brong Ahafo, Ghana; one impacted by ASGM and the other by a modern large gold mining (LSM), showed that impacts of mining on river sediment and water quality and quantity were reflected in the macroinvertebrate and microbial communities. This study investigated the impacts of ASGM on the ecology of the Surow River and that of a large-scale mining (LSM, the Ahafo mine) on the Subri River between February 2013 and April 2014 Macroinvertebrate communities responded to the shift in river water and sediment qualities, …

The Relationship Between Abdominal Pain And Emotional Wellbeing In Children And Adolescents In The Raine Study, Oyekoya T. Ayonrinde, Oyedeji A. Ayonrinde, Leon A. Adams, Frank M. Sanfilippo, Therese A. O’ Sullivan, Monique Robinson, Wendy H. Oddy, John K. Olynyk

Research outputs 2014 to 2021

Abdominal pain is a common reason for medical visits. We examined the prevalence, gastrointestinal, and emotional significance of abdominal pain in a population-based cohort serially followed up from birth to 17 years. Children and adolescents from Generation 2 of the Raine Study participated in comprehensive cross-sectional assessments at ages 2, 5, 8, 10, 14 and 17 years. At 17 years, medical history, general health, gastrointestinal symptoms, medications, health practitioner attendance, and self-rated unhappiness were recorded. Longitudinal data regarding abdominal pain or unhappiness, from serial questionnaires, were analysed to identify factors associated with abdominal pain and adverse emotional health at age …

Compression Garments Reduce Muscle Movement And Activation During Submaximal Running, James R. Broatch, Ned Brophy-Williams, Elissa J. Phillips, Steven J. O'Bryan, Shona Halson, Shannon Barnes, David J. Bishop

Research outputs 2014 to 2021

Purpose The purpose of this study was to investigate the effectiveness of sports compression tights in reducing muscle movement and activation during running. Methods A total of 27 recreationally active males were recruited across two separate studies. For study 1, 13 participants (mean ± SD = 84.1 ± 9.4 kg, 22 ± 3 yr) completed two 4-min treadmill running bouts (2 min at 12 and 15 km·h-1) under two conditions: a no-compression control (CON1) and compression (COMP). For study 2, 14 participants (77.8 ± 8.4 kg, 27 ± 5 yr) completed four 9-min treadmill running bouts (3 min at 8, …

Effectiveness Of A Structured, Framework-Based Approach To Implementation: The Researching Effective Approaches To Cleaning In Hospitals (Reach) Trial, Lisa Hall, Nicole M. White, Michelle Allen, Alison Farrington, Brett G. Mitchell, Katie Page, Kate Halton, Thomas V. Riley, Christian A. Gericke, Nicholas Graves, Anne Gardner

Research outputs 2014 to 2021

BACKGROUND: Implementing sustainable practice change in hospital cleaning has proven to be an ongoing challenge in reducing healthcare associated infections. The purpose of this study was to develop a reliable framework-based approach to implement and quantitatively evaluate the implementation of evidence-based practice change in hospital cleaning. DESIGN/METHODS: The Researching Effective Approaches to Cleaning in Hospitals (REACH) trial was a pragmatic, stepped-wedge randomised trial of an environmental cleaning bundle implemented in 11 Australian hospitals from 2016 to 2017. Using a structured multi-step approach, we adapted the integrated Promoting Action on Research Implementation in Health Services (i-PARIHS) framework to support rigorous and …

Effect Of Long-Duration Adventure Races On Cardiac Damage Biomarker Release And Muscular Function In Young Athletes, Anthony Birat, Pierre Bourdier, Alexandre Dodu, Claire Grossoeuvre, Anthony J. Blazevich, Virjile Amiot, Anne-Charlotte Dupont, Stephane Nottin, Sebastien Ratel

Research outputs 2014 to 2021

The aim of the present study was to examine the effect of 1- and 2-day adventure races on cardiac muscle damage and skeletal muscle soreness and function in young athletes. Twelve male trained adolescents (14–15 years) completed both 1-day (48.2 km) and 2-day (66.0 km) races that included trail running, mountain biking, kayaking, and in-line skating separated by 10 weeks. Myocardial damage biomarker concentrations (cTnI and CK-MB), maximal voluntary isometric contraction (MVIC) torque, perceived knee extensor (KE) muscle soreness (PMS), and drop and squat jump heights were measured before and after each race. Heart rate was also monitored throughout. Mean …

Geographical Disparities In Screening And Cancer- Related Health Behaviour, Belinda Goodwin, Arlen K. Rowe, Fiona Crawford-Williams, Peter Baade, Suzanne K. Chambers, Nicholas Ralph, Joanne F. Aitken

Research outputs 2014 to 2021

This study aimed to identify whether cancer-related health behaviours including participation in cancer screening vary by geographic location in Australia. Data were obtained from the 2014–2015 Australian National Health Survey, a computer-assisted telephone interview that measured a range of health-related issues in a sample of randomly selected households. Chi-square tests and adjusted odds ratios from logistic regression models were computed to assess the association between residential location and cancer-related health behaviours including cancer screening participation, alcohol consumption, smoking, exercise, and fruit and vegetable intake, controlling for age, socio-economic status (SES), education, and place of birth. The findings show insufficient exercise, …

An Exploration Of Machine‐Learning Estimation Of Ground Reaction Force From Wearable Sensor Data, Danica Hendry, Ryan Leadbetter, Kristoffer Mckee, Luke Hopper, Catherine Wild, Peter O’Sullivan, Leon Straker, Amity Campbell

Research outputs 2014 to 2021

This study aimed to develop a wearable sensor system, using machine‐learning models, capable of accurately estimating peak ground reaction force (GRF) during ballet jumps in the field. Female dancers (n = 30) performed a series of bilateral and unilateral ballet jumps. Dancers wore six ActiGraph Link wearable sensors (100 Hz). Data were collected simultaneously from two AMTI force platforms and synchronised with the ActiGraph data. Due to sensor hardware malfunctions and synchronisation issues, a multistage approach to model development, using a reduced data set, was taken. Using data from the 14 dancers with complete multi‐sensor synchronised data, the best single …

‘I’M My Own Boss…’: Active Intermediation And ‘Entrepreneurial’ Worker Agency In The Australian Gig-Economy, Tom Barratt, Caleb Goods, Alex Veen

Research outputs 2014 to 2021

Platform firm in the gig-economy are disrupting work as a social practice, production systems and recasting capital-labour relations. This qualitative study examines worker agency in the Australian food-delivery sector; a segment where platforms actively intermediate both product and labour markets. Within this sector, worker agency poses a potential challenge to platform-organisations; however this study reveals how these platforms’ work organisation and market regulation constrain agency potential. Shaped by the work’s spatio-temporal features, organisational fixes and institutional context, it is shown how food-delivery workers, transiently attached to the labour market, predominantly engage in ‘entrepreneurial agency’ – a low-level agency expression aimed …

Increasing Food Expenditure In Long Daycare By An Extra $0.50 Per Child/Day Would Improve Core Food Group Provision, Ros Sambell, Ruth Wallace, Johnny Lo, Leesa Costello, Amanda Devine

Research outputs 2014 to 2021

Early childhood education and care services are a significant feature of Australian family life, where nearly 1.4 million children attended a service in 2019. This paper reports on the cost of food provided to children in long day-care (LDC) services and extrapolates expenditure recommendations to support food provision compliance. A cross-sectional audit of LDC services in metropolitan Perth was conducted to determine food group provision by weighing raw ingredients of meal preparation—morning tea, lunch, and afternoon tea (MT, L, AT). Ingredients were costed at 2017 online metropolitan pricing from a large supermarket chain. Across participating services, 2 days of food …

Organic Chemistry Insights For The Exceptional Soil Carbon Storage Of The Seagrass Posidonia Australis, Oscar Serrano, Mohammad Rozaimi, Paul Lavery, Ronald J. Smernik

Research outputs 2014 to 2021

The high organic carbon (OC) stores in seagrass meadows have led to their recognition as significant Blue Carbon sinks, though the diagenetic conditions that enable OC retention in seagrass soils remain poorly understood. In this study, seagrass soils were sampled from a Posidonia australis meadow in Oyster Harbour (Albany; south-western Australia) to investigate the preservation of sedimentary OC. We analysed soil characteristics (colour, grain size and redox potential), radiocarbon age, and characterised the soil organic matter (OM) using solid state CP/MAS 13C NMR spectroscopy to examine the preservation of OM down the soil profile. There was minimal change in organic …

International Olympic Committee Consensus Statement: Methods For Recording And Reporting Of Epidemiological Data On Injury And Illness In Sport 2020 (Including Strobe Extension For Sport Injury And Illness Surveillance (Strobe-Siis)), Roald Bahr, Ben Clarsen, Wayne Derman, Jiri Dvorak, Carolyn Emery, Caroline Finch, Martin Hägglund, Astrid Junge, Simon Kemp, Karim M. Khan, Stephen W. Marshall, Willem Meeuwisse, Margo Mountjoy, John W. Orchard, Babette Pluim, Kenneth L. Quarrie, Bruce Reider, Martin Schwellnus, Torbjorn Soligard, Keith A. Stokes, Taoomas Timpka, Evert Verhagen, Abhinav Bindra, Rcihard Budgett, Lars Engebretsen, Ugur Erdener, Karim Charmari

Research outputs 2014 to 2021

Injury and illness surveillance, and epidemiological studies, are fundamental elements of concerted efforts to protect the health of the athlete. To encourage consistency in the definitions and methodology used, and to enable data across studies to be compared, research groups have published 11 sport-specific or setting-specific consensus statements on sports injury (and, eventually, illness) epidemiology to date. Our objective was to further strengthen consistency in data collection, injury definitions and research reporting through an updated set of recommendations for sports injury and illness studies, including a new Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) checklist extension. The IOC …

Investigating The Drivers In Selecting Third Party Logistics (3pl) Provider: A Case Study From Indonesian Manufacturing Industry, Ilyas Masudin, Suci Dewi Ayurarasati, Ferry Jie, Dian Palupi Restuputri

Research outputs 2014 to 2021

Logistics activities have become much concerned by many companies in term of an effective and efficient selection of Third-Party Logistics (3PL) provider. The use of 3PL providers and its effects to the customer satisfaction is mostly discussed in the case of manufacturing industry considering information technology variable, but the inclusion of trust as moderating variable between customer loyalty and customer satisfaction is limited. In addition, the involvement of these variables will also be a reference for 3PL providers to improve their services. This article aims to identify the factors considered by Indonesian companies in selecting 3PL. Respondents of this research …

Our Covid-19 Artwork: Children From Around The World Share Their Experiences, Bernie Carter, Mandie Foster, Therese O'Sullivan, Angela A. Quaye, The International Network For Child And Family Centered Care

Research outputs 2014 to 2021

We gave children the opportunity to share a piece of artwork that
reflected something about their experience of life during COVID-19
restrictions (March-May 2020). The descriptions, stories and poems
presented in this e-book have been transferred verbatim from the
original submissions.

For each submission, we asked about the level of COVID-19
restrictions experienced by the child at the time of their entry. These
levels consisted of:

* None (no change to normal living routine)
* Minimal (e.g. still attending school, but not allowed to play with
friends after school)
* Some (e.g. still attending school, but not allowed to play …

Trauma Informed Behaviour Support: A Practical Guide To Developing Resilient Learners, Kay Ayre, Govind Krishnamoorthy

Research outputs 2014 to 2021

Trauma Informed Behaviour Support provides teachers and education leaders with a differentiated and inclusive behaviour management approach where children and staff thrive. Drawing on contemproary research on developmental trauma and neuroscience, the book offers educators a practical guide to supporting the development of academic and social-emotional skills in the school context.

Enabling The Development Of Enterprise Capabilities Among Higher Education Students Through Work-Integrated Learning In Coworking Spaces, Denise Jackson, Hairong Shan, Susan Meek

Research outputs 2014 to 2021

This project trialled an innovative, scalable model of work-integrated learning (WIL) in micro-businesses in a coworking space. WIL embeds industry and/or community engagement into the curriculum through authentic learning and assessment activities. This project focused on workplace-based WIL, specifically, business students undertaking internships in a cluster of coworking spaces—under the umbrella of ‘Spacecubed’—in Perth CBD, Australia.

The project aims were broadly 1) to trial and evaluate ways to enhance enterprise capabilities among business students through WIL and 2) to introduce a model of WIL that overcomes some of the barriers that have previously prevented smaller organisations from participating in WIL. …

Ants Increase Cloverworm Herbivory Via Nonconsumptive Pathways, Hannah J. Penn, Kacie J. Athey

School of Earth, Environmental, & Marine Sciences Faculty Publications

Generalist arthropod predators often exhibit a range of intraguild interactions reducing their potential efficacy as biological control agents. These interactions may include consumptive or nonconsumptive effects that mediate the impacts of herbivores. We examined interactions among 2 generalist predators, the striped lynx spider (Oxyopes salticus Hentz; Araneae: Oxyopidae) and an ant (Lasius neoniger Emery; Hymenoptera: Formicidae), and a herbivore, the green cloverworm (Hypena scabra F.; Lepidoptera: Erebidae), all prevalent in central Kentucky soybean agroecosystems. We hypothesized that individual predator treatments would reduce green cloverworm survival and resultant leaf damage, but that predators would interfere with each other when both were …

Analysis Of Gluten In Dried Yeast And Yeast-Containing Products, Laura K. Allred, Mitchell G. Nye-Wood, Michelle L. Colgrave

Research outputs 2014 to 2021

Yeast are commonly used in the preparation of foods and beverages such as beer and bread and may also be used on their own as a source of nutrients and flavoring. Because of the historical connection of yeast to products made from wheat and barley, consumers maintaining a gluten-free diet can have concerns about the safety of yeast ingredients. Analyzing the safety of yeast and yeast-containing products presents some difficulties, as the yeast organisms actively degrade any gluten in the product, raising questions on the appropriateness of detection by traditional antibody-based methods. This study examines a variety of yeast and …

An Intelligent Controlling Method For Battery Lifetime Increment Using State Of Charge Estimation In Pv-Battery Hybrid System, Md Ohirul Qays, Yonis Buswig, Hazrul Basri, Md Liton Hussain, Ahmed Abu-Siada, Md Momtazur Rahman, S. M. Muyeen

Research outputs 2014 to 2021

In a photovoltaic (PV)-battery integrated system, the battery undergoes frequent charging and discharging cycles that reduces its operational life and affects its performance considerably. As such, an intelligent power control approach for a PV-battery standalone system is proposed in this paper to improve the reliability of the battery along its operational life. The proposed control strategy works in two regulatory modes: maximum power point tracking (MPPT) mode and battery management system (BMS) mode. The novel controller tracks and harvests the maximum available power from the solar cells under different atmospheric conditions via MPPT scheme. On the other hand, the state …

A Novel Intrusion Detection System Against Spoofing Attacks In Connected Electric Vehicles, Dimitrios Kosmanos, Apostolos Pappas, Leandros Maglaras, Sotiris Moschoyinnais, Francisco J. Aparicio-Navarro, Antonios Argyriou, Helge Janicke

Research outputs 2014 to 2021

The Electric Vehicles (EVs) market has seen rapid growth recently despite the anxiety about driving range. Recent proposals have explored charging EVs on the move, using dynamic wireless charging that enables power exchange between the vehicle and the grid while the vehicle is moving. Specifically, part of the literature focuses on the intelligent routing of EVs in need of charging. Inter-Vehicle communications (IVC) play an integral role in intelligent routing of EVs around a static charging station or dynamic charging on the road network. However, IVC is vulnerable to a variety of cyber attacks such as spoofing. In this paper, …

Application Of Biochar Derived From Pyrolysis Of Waste Fiberboard On Tetracycline Adsorption In Aqueous Solution, Deliang Xu, Yaxuan Gao, Zixiang Lin, Wenran Gao, Hong Zhang, Karnowo Karnowo, Xun Hu, Hongqi Sun, Syed S. A. Syed-Hassan, Shu Zhang

Research outputs 2014 to 2021

In this study, biochars derived from waste fiberboard biomass were applied in tetracycline (TC) removal in aqueous solution. Biochar samples were prepared by slow pyrolysis at 300, 500, and 800°C, and were characterized by ultimate analysis, Fourier transform infrared (FTIR), scanning electron microscopy (SEM), X-ray photoelectron spectroscopy (XPS), Brunauer–Emmett–Teller (BET), etc. The effects of ionic strength (0–1.0 mol/L of NaCl), initial TC concentration (2.5–60 ppm), biochar dosage (1.5–2.5 g/L), and initial pH (2–10) were systemically determined. The results present that biochar prepared at 800°C (BC800) generally possesses the highest aromatization degree and surface area with abundant pyridinic N (N-6) and …

Mdpi Oceans: A New Publication Channel For Open Access Science Focused On The Ocean, Antonio Bode, Fátima Abrantes, Agostinho Antunes, Alvise Benetazzo, Chen-Tung A. Chen, Emmanuel Devred, Martin Gade, Eulàlia Gràcia, Jochen Horstmann, Diego Macías, Joseph M. Maina, Pere Masqué Barri, Nicholas Meskhidze, Luis Somoza

Research outputs 2014 to 2021

The ocean is the most important subsystem of the Earth’s climate system and functions as its heart, regulating the energy distribution of the planet. It has absorbed more than 90% of the energy accumulated since 1971 and about 30% of the emitted anthropogenic carbon dioxide. As a result, water temperature rises and oceans acidify and deoxygenate, which lead to changes in oceanic circulationand biogeochemistry, to rising sea levels, to more extreme weather events, to shifts in the distribution ofspecies and migratory routes, and to loss of species and habitat diversity. Awareness of the importanceof oceans for the sustainability of the …

Towards Geostatistical Learning For The Geosciences: A Case Study In Improving The Spatial Awareness Of Spectral Clustering, Hassan Talebi, L. J. M. Peeters, Ute Mueller, R. Tolosana-Delgado, K. G. Van Den Boogaart

Research outputs 2014 to 2021

The particularities of geosystems and geoscience data must be understood before any development or implementation of statistical learning algorithms. Without such knowledge, the predictions and inferences may not be accurate and physically consistent. Accuracy, transparency and interpretability, credibility, and physical realism are minimum criteria for statistical learning algorithms when applied to the geosciences. This study briefly reviews several characteristics of geoscience data and challenges for novel statistical learning algorithms. A novel spatial spectral clustering approach is introduced to illustrate how statistical learners can be adapted for modelling geoscience data. The spatial awareness and physical realism of the spectral clustering are …

Use, Adoption, And Effectiveness Of Tippy-Tap Handwashing Station In Promoting Hand Hygiene Practices In Resource-Limited Settings: A Systematic Review, Balwani C. Mbakaya, Fatch W. Kalembo, Maggie Zgambo

Research outputs 2014 to 2021

Background:

Tippy-taps are locally made devices for washing hands with running water. They are simple and low-cost, enabling technology that provides adequate water sources, handwashing stations and motivation for people to prioritise handwashing. This systematic review aimed to establish the use, benefits, adoption and effectiveness of enabling technology; tippy-tap handwashing station, in resource-limited settings.

Methods:

We systematically searched for articles in the PubMed, EMBASE, PsycINFO, AMED, CINAHL, DOAJ and Google Scholar databases guided by the acceptable best practice developed by the PROSPERO and COCHRANE for systematic search and selection of articles. Search terms such as tippy-taps, enabling technology, hand-washing station, …