153 research outputs found
Boosting advice and knowledge sharing among healthcare professionals
Purpose: This study investigates the dynamics of knowledge sharing in
healthcare, exploring some of the factors that are more likely to influence the
evolution of idea sharing and advice seeking in healthcare.
Design/methodology/approach: We engaged 50 pediatricians representing many
subspecialties at a mid-size US children's hospital using a social network
survey to map and measure advice seeking and idea sharing networks. Through the
application of Stochastic Actor-Oriented Models, we compared the structure of
the two networks prior to a leadership program and eight weeks post conclusion.
Findings: Our models indicate that healthcare professionals carefully and
intentionally choose with whom they share ideas and from whom to seek advice.
The process is fluid, non-hierarchical and open to changing partners.
Significant transitivity effects indicate that the processes of knowledge
sharing can be supported by mediation and brokerage. Originality: Hospital
administrators can use this method to assess knowledge-sharing dynamics, design
and evaluate professional development initiatives, and promote new
organizational structures that break down communication silos. Our work
contributes to the literature on knowledge sharing in healthcare by adopting a
social network approach, going beyond the dyadic level, and assessing the
indirect influence of peers' relationships on individual networks
Feasibility study of peer-led and school-based social network Intervention (STASH) to promote adolescent sexual health.
BACKGROUND: Effective sex education is the key to good sexual health. Peer-led approaches can augment teacher-delivered sex education, but many fail to capitalise on mechanisms of social influence. We assessed the feasibility of a novel intervention (STASH) in which students (aged 14-16) nominated as influential by their peers were recruited and trained as Peer Supporters (PS). Over a 5-10-week period, they spread positive sexual health messages to friends in their year group, both in-person and via social media, and were supported to do so via weekly trainer-facilitated meetings. The aims of the study were to assess the feasibility of STASH (acceptability, fidelity and reach), to test and refine the programme theory and to establish whether the study met pre-set progression criteria for continuation to larger-scale evaluation. METHODS: The overall design was a non-randomised feasibility study of the STASH intervention in 6 schools in Scotland. Baseline (n=680) and follow-up questionnaires (approx. 6 months later; n=603) were administered to the intervention year group. The control group (students in year above) completed the follow-up questionnaire only (n=696), 1 year before the intervention group. The PS (n=88) completed a brief web survey about their experience of the role; researchers interviewed participants in key roles (PS (n=20); PS friends (n=22); teachers (n=8); trainers (n=3)) and observed 20 intervention activities. Activity evaluation forms and project monitoring data also contributed information. We performed descriptive quantitative analysis and thematic qualitative analysis. RESULTS: The PS role was acceptable; on average across schools >50% of students nominated as influential by their friends, signed up and were trained (n=104). This equated to 13% of the year group. Trained PS rarely dropped out (97% completion rate) and 85% said they liked the role. Fidelity was good (all bar one trainer-led activity carried out; PS were active). The intervention had good reach; PS were reasonably well connected and perceived as 'a good mix' and 58% of students reported exposure to STASH. Hypothesised pre-conditions, contextual influences and mechanisms of change for the intervention were largely confirmed. All bar one of the progression criteria was met. CONCLUSION: The weight of evidence supports continuation to full-scale evaluation. TRIAL REGISTRATION: Current controlled trials ISRCTN97369178
Peer-led intervention to prevent and reduce STI transmission and improve sexual health in secondary schools (STASH): protocol for a feasibility study
Background: Young people in the UK are at highest risk of sexually transmitted infections and report higher levels
of unsafe sex than any other age group. Involving peer supporters in intervention delivery is acceptable to students
and effective in reducing risk behaviours via ‘diffusion of innovation’, particularly where peer supporters are
influential in their networks. Informal peer-led interventions offer a useful alternative to peer-led didactic teaching,
which has shown limited effects. Building on the successful ASSIST anti-smoking intervention, the ‘STis And Sexual
Health’ (STASH) intervention involves identification and recruitment of the most influential students as peer
supporters, training and support to these students by specialist trainers, positive sex and relationships messages,
spread by peer supporters to their friendship groups in person and via social media.
Methods/design: This protocol describes a feasibility trial of the STASH intervention in six schools. It builds on an
earlier study phase of intervention co-development using patient and public involvement (PPI) activities, followed
by a pilot of intervention components and evaluation tools in one school. Participants are fourth year (S4) students
(aged 14–16) in state-funded Scottish secondary schools who have received some level of teacher-led sex
education. The previous cohort of S4 students (those completing S4 in the year prior to the intervention) will serve
as controls. Data will be collected from controls (month 16), baseline (month 20–21) and follow-up (month 27–30)
via a web-based questionnaire, which will measure (and test the reliability of) primary outcome measures for a
phase III trial (delayed initiation of/abstinence from sex and consistent condom use), secondary outcomes and
mediators of sexual behaviour (including school climate and social networks). The main feasibility outcome is
whether the study meets pre-set progression criteria regarding feasibility and acceptability, measured largely via a
process evaluation (basic measures in all 6 schools and in-depth in 2-4 schools). An economic evaluation reporting
costs alongside consequences will be conducted.
Discussion: This study will inform decisions on the feasibility, design and sample size for a phase III effectiveness
trial to assess whether the STASH intervention is effective in reducing the risk of sexually transmitted infections in
young people
A peer-led intervention to promote sexual health in secondary schools: the STASH feasibility study
Background: Young people report higher levels of unsafe sex and have higher rates of sexually transmitted infections than any other age group. Schools are well placed to facilitate early intervention, but more effective approaches are required. Peer-led approaches can augment school-based education, but often fail to capitalise on mechanisms of social influence. The potential of using social media in sexual health has not been tested in school settings. Objectives: Finalise the design of the Sexually Transmitted infections And Sexual Health (STASH) intervention; assess the recruitment and retention of peer supporters, and acceptability to participants and stakeholders; assess the fidelity and reach, in addition to the barriers to and facilitators of, implementation; refine programme theory; understand the potential of social media; determine design parameters for a future randomised controlled trial, including economic evaluation; and establish whether or not progression criteria were met. Design: This was a feasibility study comprising intervention development and refinement of the STASH pilot and non-randomised feasibility trial in six schools. Control data were provided by students in the year above the intervention group. Setting: Secondary schools in Scotland. Participants: Students aged 14–16 years, teachers and intervention delivery partners. Interventions: The STASH intervention was adapted from A Stop Smoking In Schools Trial (ASSIST) (an effective peer-led smoking intervention). Based on diffusion of innovation theory, the STASH study involves peer nomination to identify the most influential students, with the aim of recruiting and training 15% of the year group as peer supporters. The peer supporters deliver sexual health messages to friends in their year group via conversations and use of Facebook (www.facebook.com; Facebook, Inc., Menlo Park, CA, USA) to share varied content from a curated set of web-based resources. Peer supporters are given support themselves via follow-up sessions and via trainer membership of Facebook groups. Main outcome measures: The primary outcome was whether or not progression criteria were met in relation to intervention acceptability and feasibility. The study also piloted indicative primary outcomes for a full-scale evaluation. Data sources: Peer supporter questionnaire; observations of activities; interviews with trainers, teachers, peer supporters and students; monitoring log of peer supporter activities (including on Facebook and meeting attendance); questionnaire to control year group (baseline characteristics, social networks, mediators and sexual health outcomes); baseline and follow-up questionnaire (approximately 6 months later) for intervention year group. Results: A total of 104 students were trained as peer supporters (just over half of those nominated for the role by their peers). Role retention was very high (97%). Of 611 students completing the follow-up questionnaire, 58% reported exposure to STASH study activities. Intervention acceptability was high among students and stakeholders. Activities were delivered with good fidelity. The peer supporters were active, representative of their year group and well connected within their social network. Carefully managed social media use by peer supporters augmented conversations. A primary outcome of ‘always safer sex’ was identified, measured as no sex or always condom use for vaginal or anal sex in the last 6 months. The intervention cost £42 per student. Six progression criteria were met. A seventh criterion (regarding uptake of role by peer supporters) was not. Limitations: Small feasibility study that cannot comment on effectiveness. Conclusions: The STASH intervention is feasible and acceptable within the context of Scottish secondary schools. The results support continuation to a full-scale evaluation. Future work: Small-scale improvements to the intervention, refinement to programme theory and funding sought for full-scale evaluation. Trial registration Current Controlled Trials ISRCTN97369178. Funding: This project was funded by the National Institute for Health Research (NIHR) Public Health Research programme and will be published in full in Public Health Research; Vol. 8, No. 15. See the NIHR Journals Library website for further project information
Simultaneous prediction of four ATP-binding cassette transporters' substrates using multi-label QSAR
Efflux by the ATP-binding cassette (ABC) transporters affects the pharmacokinetic profile of drugs and it has been implicated in drug-drug interactions as well as its major role in multi-drug resistance in cancer. It is therefore important for the pharmaceutical industry to be able to understand what phenomena rule ABC substrate recognition. Considering a high degree of substrate overlap between various members of ABC transporter family, it is advantageous to employ a multi-label classification approach where predictions made for one transporter can be used for modeling of the other ABC transporters. Here, we present decision tree-based QSAR classification models able to simultaneously predict substrates and non-substrates for BCRP1, P-gp/MDR1 and MRP1 and MRP2, using a dataset of 1493 compounds. To this end, two multi-label classification QSAR modelling approaches were adopted: Binary Relevance (BR) and Classifier Chain (CC). Even though both multi-label models yielded similar predictive performances in terms of overall accuracies (close to 70), the CC model overcame the problem of skewed performance towards identifying substrates compared with non-substrates, which is a common problem in the literature. The models were thoroughly validated by using external testing, applicability domain and activity cliffs characterization. In conclusion, a multi-label classification approach is an appropriate alternative for the prediction of ABC efflux. © 2016 WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim
Feasibility study of peer-led and school-based social network Intervention (STASH) to promote adolescent sexual health
Background:
Effective sex education is the key to good sexual health. Peer-led approaches can augment teacher-delivered sex education, but many fail to capitalise on mechanisms of social influence. We assessed the feasibility of a novel intervention (STASH) in which students (aged 14–16) nominated as influential by their peers were recruited and trained as Peer Supporters (PS). Over a 5–10-week period, they spread positive sexual health messages to friends in their year group, both in-person and via social media, and were supported to do so via weekly trainer-facilitated meetings. The aims of the study were to assess the feasibility of STASH (acceptability, fidelity and reach), to test and refine the programme theory and to establish whether the study met pre-set progression criteria for continuation to larger-scale evaluation.
Methods
The overall design was a non-randomised feasibility study of the STASH intervention in 6 schools in Scotland. Baseline (n=680) and follow-up questionnaires (approx. 6 months later; n=603) were administered to the intervention year group. The control group (students in year above) completed the follow-up questionnaire only (n=696), 1 year before the intervention group. The PS (n=88) completed a brief web survey about their experience of the role; researchers interviewed participants in key roles (PS (n=20); PS friends (n=22); teachers (n=8); trainers (n=3)) and observed 20 intervention activities. Activity evaluation forms and project monitoring data also contributed information. We performed descriptive quantitative analysis and thematic qualitative analysis.
Results:
The PS role was acceptable; on average across schools >50% of students nominated as influential by their friends, signed up and were trained (n=104). This equated to 13% of the year group. Trained PS rarely dropped out (97% completion rate) and 85% said they liked the role. Fidelity was good (all bar one trainer-led activity carried out; PS were active). The intervention had good reach; PS were reasonably well connected and perceived as ‘a good mix’ and 58% of students reported exposure to STASH. Hypothesised pre-conditions, contextual influences and mechanisms of change for the intervention were largely confirmed. All bar one of the progression criteria was met.
Conclusion:
The weight of evidence supports continuation to full-scale evaluation.
Trial registration:
Current controlled trials ISRCTN97369178
Preserving Mobility in Older Adults with Physical Frailty and Sarcopenia : Opportunities, Challenges, and Recommendations for Physical Activity Interventions
One of the most widely conserved hallmarks of aging is a decline in functional capabilities. Mobility loss is particularly burdensome due to its association with negative health outcomes, loss of independence and disability, and the heavy impact on quality of life. Recently, a new condition, physical frailty and sarcopenia, has been proposed to define a critical stage in the disabling cascade. Physical frailty and sarcopenia are characterized by weakness, slowness, and reduced muscle mass, yet with preserved ability to move independently. One of the strategies that have shown some benefits in combatting mobility loss and its consequences for older adults is physical activity. Here, we describe the opportunities and challenges for the development of physical activity interventions in people with physical frailty and sarcopenia. The aim of this article is to review age-related physio(patho)logical changes that impact mobility in old age and to provide recommendations and procedures in accordance with the available literature.Peer reviewe
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