224 research outputs found
Workplace Predictors of Perceived Quality of Care in Nursing homes
Nursing home quality of care (QOC) is a matter of public concern and public policy. Higher nurse-to-patient ratios have been shown to decrease rates of adverse outcomes. Positive nurse-doctor relationships also have a positive effect, which might translate to other clinical staff, such as nursing aides, who perform the majority of direct care tasks in nursing homes. This cross-sectional study examined whether workplace factors in nursing homes were associated with QOC as evaluated by staff members themselves. Surveys were distributed to personnel in 24 nursing home facilities in the Northeast U.S. A total of 1463 respondents provided ratings of QOC and 14 work environment features. Analyses included correlations, Cronbachās alpha, and principal components analyses (with rotation) to examine psychometric properties of predictor scales and reduce multicollinearity. A multivariable model of QOC was built using all potential workplace factors to determine which factors contribute to self-reported QOC, with removal of those covariates that were not significant (p\u3e0.05), decreased the model fit, or showed a confounding effect (\u3e15% change in other coefficients). The final model showed that perceived commitment and obstacles to safe-lifting programs, respect and support between coworkers and supervisors, adequacy of staffing, physical exertion, safety climate, and psychological demand, were significant contributors to staff-assessed QOC. Nursing homes should consider cultivating these work environment characteristics for the benefit of both direct-care staff and the residents for whom they provide care
Home Interventions for Older Adults with Asthma
Older asthmatic adults are more likely to experience respiratory failure than younger adults and children with asthma. Older adults spend up to 90% of their time in the home where many allergens are found. While there is sufficient evidence that home interventions improve the health of asthmatic children, there is insufficient evidence for the effectiveness of home interventions with adults. Our research evaluates the hypothesis that multi-trigger, multifaceted home interventions improve respiratory health and reduce home asthma triggers for older adults.
Methods: We evaluated the effectiveness of conducting interventions in the homes of 86 diverse, low-income older adults (age 62 or above) diagnosed with asthma, residing in public and private subsidized housing. The two largest populations include Hispanics (45%) and Asians (20%). Data was collected on respiratory health outcomes before and after the home intervention (questionnaires on symptoms, quality of life, medication use, doctor/ER/hospital visits, and exhaled nitric oxide (eNO) a measure of lung inflammation). Asthma trigger activities (ATAs) and exposures were also evaluated before and after the home intervention (questionnaire, home survey, measurement of nitrogen dioxide (NO2), dust samples for rodent and cockroach allergens, biomarker for cigarette smoke exposure (urinary cotinine).
Interventions included education on asthma and environmental triggers; environmental remediation including mattress/pillow covers, provision of vacuum with HEPA filters, green cleaning supplies and changes in home as needed (commercial cleaning, integrated pest management, gas stove replacement, mold remediation).
Results: Significant health improvements were found in the following areas: number of doctor visits due to asthma, quality of life indicators including symptom and activity levels, and asthma control test
Healthy Homes for Elders: Multi-trigger, Multi-component Environmental Interventions for Asthma
As part of the breakout session panel discussion entitled UMass Lowell Gerontology Community-Engaged Research Panel, Dr. Turcotte discusses his intervention study of environmental asthma triggers for asthmatic older adults in Lowell, Mass
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Image set for deep learning: field images of maize annotated with disease symptoms
Objectives
Automated detection and quantification of plant diseases would enable more rapid gains in plant breeding and faster scouting of farmersā fields. However, it is difficult for a simple algorithm to distinguish between the target disease and other sources of dead plant tissue in a typical field, especially given the many variations in lighting and orientation. Training a machine learning algorithm to accurately detect a given disease from images taken in the field requires a massive amount of human-generated training data.
Data description
This data set contains images of maize (Zea mays L.) leaves taken in three ways: by a hand-held camera, with a camera mounted on a boom, and with a camera mounted on a small unmanned aircraft system (sUAS, commonly known as a drone). Lesions of northern leaf blight (NLB), a common foliar disease of maize, were annotated in each image by one of two human experts. The three data sets together contain 18,222 images annotated with 105,705 NLB lesions, making this the largest publicly available image set annotated for a single plant disease
Scanning the Data Environment at the University of Massachusetts Medical School
Objective
Environmental scanning constitutes a primary mode of organizational learningā (Choo 1999). In a step toward active development of research data support services for its community, the Lamar Soutter Library at the University of Massachusetts Medical School has undertaken extensive environmental scanning to better understand the strengths, weaknesses, opportunities and challenges of an academic biomedical institution with respect to research data. Given the variety of potential data services that an academic library may deploy, the information gathered from these activities will identify and prioritize new library activities.
Method
Environmental scanning activities include a survey of studentās experiences and attitudes with research data management; faculty and administrator interviews (via the DuraSpace 2014 eScience Institute program); and the identification of existing local services and policy documents related to research data. Results from these activities are analyzed by the Library Data Services Advisory Group and the eScience Institute working group to plot a formal roadmap for library-based data services.
Results
Students, faculty, administrators, and existing documentation together reveal a variety of attitudes, assumptions, and avenues for the handling of research data on campus. They identify potential activities where the library might play a role, some expected and some unexpected.
Conclusion
Information gathered during environmental scanning activities at the University of Massachusetts Medical School informs the development and prioritization of library-based research data support services
āWe can all just get on a bus and goā : Rethinking independent mobility in the context of the universal provision of free bus travel to young Londoners
This paper uses qualitative data from interviews with 118 young Londoners (age 12-18) to examine how the universal provision of free bus travel has affected young peopleās independent mobility. Drawing on Senās ācapabilities approachā, we argue that free bus travel enhanced young Londonersā capability to shape their daily mobility, both directly by increasing financial access and indirectly by facilitating the acquisition of the necessary skills, travelling companions and confidence. These capabilities in turn extended both opportunity freedoms (e.g. facilitating non-ānecessaryā recreational and social trips) and process freedoms (e.g. feeling more independent by decreasing reliance on parents). Moreover, the universal nature of the entitlement rendered buses a socially inclusive way for groups to travel and spend time together, thereby enhancing group-level capabilities. We believe this attention to individual and group capabilities for self-determination provides the basis for a broader and more child-centred view of āindependent mobilityā than the typical research focus upon ātravelling without an adultā and acquiring parental permissions.Peer reviewe
Investigating the acceptability of non-mesh, long-lasting insecticidal nets amongst nomadic communities in Garissa County, Kenya using a prospective, longitudinal study design and cross-sectional household surveys.
BACKGROUND: North East Kenya is an area of semi-arid terrain, prone to malaria epidemics. The distribution of long-lasting insecticidal nets (LLINs) has long been a key malaria intervention, however, for nomadic populations who live and sleep outside, in harsh climates and areas with increasing reports of exophagic behaviour of mosquitoes, traditional LLINs are often inadequate. This study investigates the acceptability of non-mesh LLINs, specifically designed to suit nomadic, outdoor sleeping communities. METHODS: In September 2011, 13,922 non-mesh LLINs were distributed to 8,511 nomadic households in Garissa County, North East Province, Kenya. A prospective, longitudinal study design was used to assess the acceptability of this novel type of LLIN. Cross-sectional household surveys, focus group discussions (FGDs), and key informant interviews (KIs) were used to collect data on attitudes and practices regarding the Dumuria nets. RESULTS: A very high level of acceptability was reported with 95.3% of respondents stating they liked the nets. Of the factors reportedly determining net use the most frequently mentioned was "vulnerability". Of those with concerns about the nets, the colour (white) was the most frequently reported. CONCLUSION: The tailoring of LLINs to specific communities and contexts leads to increased levels of acceptability. Large-scale, blanket net distribution campaigns, which are currently the standard practice, do not cater for the specific and nuanced needs of the differing communities they often serve. This non-mesh LLIN offers a highly effective and desirable malaria prevention option to a typically hard to reach and underserved nomadic population at increased risk of malaria infection
Perceptions of malaria and acceptance of rapid diagnostic tests and related treatment practises among community members and health care providers in Greater Garissa, North Eastern Province, Kenya.
BACKGROUND: Conventional diagnosis of malaria has relied upon either clinical diagnosis or microscopic examination of peripheral blood smears. These methods, if not carried out exactly, easily result in the over- or under-diagnosis of malaria. The reliability and accuracy of malaria RDTs, even in extremely challenging health care settings, have made them a staple in malaria control programmes. Using the setting of a pilot introduction of malaria RDTs in Greater Garissa, North Eastern Province, Kenya, this study aims to identify and understand perceptions regarding malaria diagnosis, with a particular focus on RDTs, and treatment among community members and health care workers (HCWs). METHODS: The study was conducted in five districts of Garissa County. Focus group discussions (FGD) were performed with community members that were recruited from health facilities (HFs) supported by the MENTOR Initiative. In-depth interviews (IDIs) and FGDs with HCWs were also carried out. Interview transcripts were then coded and analysed for major themes. Two researchers reviewed all codes, first separately and then together, discussed the specific categories, and finally characterized, described, and agreed upon major important themes. RESULTS: Thirty-four FGDs were carried out with a range of two to eight participants (median of four). Of 157 community members, 103 (65.6%) were women. The majority of participants were illiterate and the highest level of education was secondary school. Some 76% of participants were of Somali ethnicity. Whilst community members and HCWs demonstrated knowledge of aspects of malaria transmission, prevention, diagnosis, and treatment, gaps and misconceptions were identified. Poor adherence to negative RDT results, unfamiliarity and distrust of RDTs, and an inconsistent RDT supply were the main challenges to become apparent in FGDs and IDIs. CONCLUSION: Gaps in knowledge or incorrect beliefs exist in Greater Garissa and have the potential to act as barriers to complete and correct malaria case management. Addressing these knowledge gaps requires comprehensive education campaigns and a reliable and constant RDT supply. The results of this study highlight education and supply chain as key factors to be addressed in order to make large scale roll out of RDTs as successful and effective as possible
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