Hierarchical dirichlet process for tracking complex topical structure evolution and its application to autism research literature

In this paper we describe a novel framework for the discovery of the topical content of a data corpus, and the tracking of its complex structural changes across the temporal dimension. In contrast to previous work our model does not impose a prior on the rate at which documents are added to the corpus nor does it adopt the Markovian assumption which overly restricts the type of changes that the model can capture. Our key technical contribution is a framework based on (i) discretization of time into epochs, (ii) epoch-wise topic discovery using a hierarchical Dirichlet process-based model, and (iii) a temporal similarity graph which allows for the modelling of complex topic changes: emergence and disappearance, evolution, splitting and merging. The power of the proposed framework is demonstrated on the medical literature corpus concerned with the autism spectrum disorder (ASD) - an increasingly important research subject of significant social and healthcare importance. In addition to the collected ASD literature corpus which we made freely available, our contributions also include two free online tools we built as aids to ASD researchers. These can be used for semantically meaningful navigation and searching, as well as knowledge discovery from this large and rapidly growing corpus of literature.

HIV, stigma, and rates of infections : a rumour without evidence

The modern concept of a social stigma comes from the work of American sociologist Erving Goffman, who described it as a response to a deeply discrediting attribute that devalues the person [1]. In the medical literature, stigma is almost inevitably written about in terms of adverse social sequelae of a disease—such as leprosy, tuberculosis, epilepsy, schizophrenia, or filariasis [2–6]—or a physical characteristic or functional loss, such as obesity, deafness, or paraplegia [7–9]. The consequences of stigma range from moderate opprobrium at one end of the spectrum to death [10].

Effect of an arginine-containing nutritional supplement on pressure ulcer healing in community spinal patients

Objective: To determine whether or not the use of an arginine-containing nutritional supplement could result in signifi cantly shorter pressure ulcer (PU) healing times in people with spinal cord injuries living in the community, compared with a comparative historical control group. Method: Eighteen spinal-cord-injured patients (all part of a hospital spinal outreach service) received 9g of a commercial powdered arginine supplement per day until full PU healing occurred. Healing rates were compared against 17 historical control patients (as assessed by medical history audit). 
Results: Baseline characteristics (age, gender, injury level and time) were similar between groups. Mean ulcer healing times were 10.5 ± 1.3 weeks versus 21 ± 3.7 weeks (p<0.05) in the intervention and control groups respectively. Comparison of healing rates in the intervention group against expected healing rates derived from the medical literature showed that intervention patients had a signifi cantly shorter mean healing time (category 2 PU: 5.5±1.3 weeks versus 13.4 weeks; category 3 PU: 12.5 ± 1.9 weeks versus 18.2 weeks; category 4 PU: 14.4 ± 4.8 weeks versus 22.1 weeks). A diagnosis of diabetes did not significantly alter healing rates in either group. Conclusion: Results from this observational study show a promising benefit of arginine supplementation on PU healing for individuals with spinal cord injury living in the community.

Use of an arginine-enriched oral nutrition supplement in the healing of pressure ulcers in patients with spinal cord injuries : an observational study

Aim: Pressure ulcers are a serious secondary consequence of spinal cord injuries. The objective of the present study was to determine whether an arginine-containing nutritional supplement can reduce the healing time of pressure ulcers in people with spinal cord injuries compared with those not consuming the supplement until full wound healing.

Methods: Thirty-four spinal cord injured patients with a grade 2, 3 or 4 pressure ulcer were prescribed two 237 mL tetrapaks/day of a supplement containing additional protein, arginine, zinc and vitamin C. Pressure ulcer healing was assessed with the Pressure Ulcer Scale for Healing tool.

Results: Twenty patients consumed the nutritional supplement until full pressure ulcer healing had occurred, while 14 patients ceased consuming the supplement before full healing occurred because of intolerance, compliance or taste issues. A 2.5-fold greater rate of healing was observed in patients consuming the supplement until full healing compared with those who ceased taking the supplement (8.5 ± 1.1 weeks vs 20.9 ± 7.0 weeks respectively; P = 0.04). There were no significant differences in age, nutritional status, gender or reason for admission between groups. Comparison of healing rates in the group consuming the supplement to full wound healing against expected rates derived from the medical literature showed a significantly shorter time-to-healing (grade 3 pressure ulcer: 6.5 ± 0.8 weeks vs 18.2 weeks; grade 4: 11.4 ± 2.0 weeks vs 22.1 weeks; P < 0.001).

Conclusion: The present small-scale study demonstrated the potential for specialised wound healing nutritional supplements to shorten the time to pressure ulcer healing in spinal cord injured patients.

The impact structured patient assessment frameworks have on patient care: an integrative review

Aims and objectives:
To evaluate structured patient assessment frameworks' impact on patient care.

Background:
Accurate patient assessment is imperative to determine the status and needs of the patient and the delivery of appropriate patient care. Nurses must be highly skilled in conducting timely and accurate patient assessments to overcome environmental obstacles and deliver quality and safe patient care. A structured approach to patient assessment is widely accepted in everyday clinical practice, yet little is known about the impact structured patient assessment frameworks have on patient care.

Design:
Integrative review.

Methods:
An electronic database search was conducted using Cumulative Index to Nursing and Allied Health Literature, Medical Literature Analysis and Retrieval System, PubMed and ProQuest Dissertations and Theses. The reference sections of textbooks and journal articles on patient assessment were manually searched for further studies. A comprehensive peer review screening process was undertaken. Research studies were selected that evaluated the impact structured patient assessment frameworks have on patient care. Studies were included if frameworks were designed for use by paramedics, nurses or medical practitioners working in prehospital or acute in-hospital settings.

Results:
Twelve studies met the inclusion criteria. There were no studies that evaluate the impact of a generic nursing assessment framework on patient care. The use of a structured patient assessment framework improved clinician performance of patient assessment. Limited evidence was found to support other aspects of patient care including documentation, communication, care implementation, patient and clinician satisfaction, and patient outcomes.

Conclusion:
Structured patient assessment frameworks enhance clinician performance of patient assessment and hold the potential to improve patient care and outcomes; however, further research is required to address these evidence gaps, particularly in nursing.

Relevance to clinical practice:
Acute care clinicians should consider using structured patient assessment frameworks in clinical practice to enhance their performance of patient assessment.

Job stress as a preventable upstream determinant of common mental disorders: a review for practitioners and policy-makers

There is growing recognition of the important role of mental health in the workforce and in the workplace. At the same time, there has been a rapid growth of studies linking job stress and other psychosocial working conditions to common mental disorders, and a corresponding increase in public concern media attention to job stress and its impact upon worker health and well-being. This article provides a summary of the relevant scientific and medical literature on this topic for practitioners and policy-makers. It presents a primer on job stress concepts, an overview of the evidence linking job stress and common mental disorders, a summary of the intervention research on ways to prevent and control job stress, and a discussion of the strengths and weakness of the evidence base. We conclude that there is strong evidence linking job stress and common mental disorders, and that it is a substantial problem on the population level. On a positive note, however, the job stress intervention evidence also shows that the problem is preventable and can be effectively addressed by a combination of work- and worker-directed intervention.

Exploring the myths of morphine in cancer: views of the general practice population

Abstract
Background: Morphine is widely used in cancer care, and understanding the concerns and perceptions of patients, family and friends is vital to managing pain and distress effectively. The ‘myths of morphine’ have frequently been discussed in medical literature, yet the extent to which such views are held is not clear. This qualitative project explores the perceptions and attitudes of the wider community towards morphine use in cancer care, to understand this ‘mythology’ according to those who in the future may themselves require its use.
Methods: Semi-structured interviews were held with patients presenting to a metropolitan general practice clinic in Melbourne, Australia. A grounded theory framework underpinned the data collection and thematic analysis undertaken.
Results: Interviewees (15) were aged 24 – 81, with a variety of experiences with cancer care and previous morphine use. Interviewees were highly supportive of morphine use in cancer care, with this attitude founded on the perceived severity of cancer pain and the powerful nature of morphine. They described a number of reasons morphine may be used in cancer care: to treat pain, to enable peace and also as a treatment for cancer.
Conclusion: The public view of morphine to emerge from this study is markedly different from that discussed in the myths of morphine. It is viewed as a medication that has the ability to provide peace and control both pain and the course of cancer. The participants in this study described a wish for greater involvement in pain control decisions, perceiving morphine as a facilitator rather than a barrier to good cancer care.

Facilitating students' reflective practice in a medical course: literature review

Introduction:
Reflection and reflective practice is of increasing importance in medical education curricula. The aim of this review is to summarise the literature published around facilitating refection in a medical course, and to answer the question: What is the current evidence regarding learning and development moments across the medical curriculum in developing students' reflective practice?

Methods:
A review of the literature was undertaken using defined databases and the search terms 'medical students', 'medical education', 'reflection', 'reflect*' and 'medicine'. The search was limited to peer-reviewed published material in English and between the years 2001 and 2011, and included research, reviews and opinion pieces. Results: Thirty-six relevant articles were found, identifying enhancing factors and barriers to effectively teaching reflective practice within medical curricula, relating to: The breadth of the meaning of reflection; facilitating reflection by medical educators; using written or web-based portfolios to facilitate reflection; and assessing the reflective work of students.

Discussion:
A variety of reflective purposes was found in this literature review. Evidence indicates that, if students are unclear as to the purpose of reflection and do not see educators modelling reflective behaviours, they are likely to undervalue this important skill regardless of the associated learning and development opportunities embedded in the curriculum.

Hospital in the home: constructions of the nursing role - a literature review

• Acute medical and nursing treatment in the home is increasingly seen as an alternative to hospitalization. Models such as hospital in the home (HITH) or acute home care are said to provide a safe, comfortable environment for patients that is conducive to healing.

• A review of the literature reveals the embryonic nature of the research and discussion related to this alternative care delivery model. In general, the benefits of hospital in the home programmes are presented in an uncritical manner.

• Medical practitioners have embraced the move to home care as a means of expanding the use of advanced technologies and improved drug regimes beyond the hospital walls.

• The nursing response has been mechanistic and recipe-like while advancing the HITH nursing role as an opportunity for speciality practice by virtue of the increased autonomy and independence required.

• This review demonstrates the influence of a professional mandate for specialization, and the ideological and scientific interests that have influenced the role of the nurse.

The impact of caring on caregivers' mental health : a review of the literature

This paper provides a brief overview of the literature on the impact of caring on the mental health of informal caregivers in the areas of aged care, disability and mental health. Factors discussed that may impact on caregivers' mental health include the relationship between the caregiver and care recipient, the nature of the care recipient's disability and the stage of the caregiving process. Several moderators of the impact of caring on mental health are described, including socio-economic factors, social support and coping strategies. This information provides a context within which to examine the type of interventions appropriate to assist caregivers in various situations.

The role of nurses in preventing adverse events related to respiratory dysfunction: literature review

Aims. This paper reports a literature review examining the relationship between specific clinical indicators of respiratory dysfunction and adverse events, and exploring the role of nurses in preventing adverse events related to respiratory dysfunction.

Background. Adverse events in hospital are associated with poor patient outcomes such as increased mortality and permanent disability. Many of these adverse events are preventable and are preceded by a period during which the patient exhibits clearly abnormal physiological signs. The role of nurses in preserving physiological safety by early recognition and correction of physiological abnormality is a key factor in preventing adverse events.

Methods. A search of the Medline and CINAHL databases was conducted using the following terms: predictors of poor outcome, adverse events, mortality, cardiac arrest, emergency, oxygen, supplemental oxygen, oxygen therapy, oxygen saturation, oxygen delivery, assessment, patient assessment, physical assessment, dyspnoea, hypoxia, hypoxaemia, respiratory assessment, respiratory dysfunction, shortness of breath and pulse oximetry. The papers reviewed were research papers that demonstrated a relationship between adverse events and various clinical indicators of respiratory dysfunction.

Results. Respiratory dysfunction is a known clinical antecedent of adverse events such as cardiac arrest, need for medical emergency team activation and unplanned intensive care unit admission. The presence of respiratory dysfunction prior to an adverse event is associated with increased mortality. The specific clinical indicators involved are alterations in respiratory rate, and the presence of dyspnoea, hypoxaemia and acidosis.

Conclusions. The way in which nurses assess, document and use clinical indicators of respiratory dysfunction is influential in identifying patients at risk of an adverse event and preventing adverse events related to respiratory dysfunction. If such adverse events are to be prevented, nurses must not only be able to recognise and interpret signs of respiratory dysfunction, but must also take responsibility for initiating and evaluating interventions aimed at correcting respiratory dysfunction.

Issues concerning the on-going care of patients with comorbidities in acute care and post-discharge in Australia: a literature review

Issues concerning the on-going care of patients with comorbidities in acute care and post-discharge in Australia: a literature review

Background. Advances in medical science and improved lifestyles have reduced mortality rates in Australia and most western countries. This has resulted in an ageing population with a concomitant growth in the number of people who are living with chronic illnesses. Indeed a significant number of younger people experience more than one chronic illness. Large numbers of these may require repeated admissions to hospital for acute or episodic care that is superimposed upon the needs of their chronic conditions.

Aim. To explore the issues that circumscribe the complexities of caring for people with concurrent chronic illnesses, or comorbidities, in the acute care setting and postdischarge.

Methods. A literature review to examine the issues that impact upon the provision of comprehensive care to patients with comorbidities in the acute care setting and postdischarge.

Findings. Few studies have investigated this subject. From an Australian perspective, it is evident that the structure of the current health care environment has made it difficult to meet the needs of patients with comorbidities in the acute care setting and postdischarge. This is of major concern for nurses attempting to provide comprehensive care to an increasingly prevalent group of chronically ill people.

Conclusion. Further research is necessary to explore how episodic care is integrated into the on-going management of patients with comorbidities and how nurse clinicians can better use an episode of acute illness as an opportunity to review their overall management.

Herb-drug interactions: a literature review

Herbs are often administered in combination with therapeutic drugs, raising the potential of herb-drug interactions. An extensive review of the literature identified reported herb-drug interactions with clinical significance, many of which are from case reports and limited clinical observations.
Cases have been published reporting enhanced anticoagulation and bleeding when patients on long-term warfarin therapy also took Salvia miltiorrhiza (danshen). Allium sativum (garlic) decreased the area under the plasma concentration-time curve (AUC) and maximum plasma concentration of saquinavir, but not ritonavir and paracetamol (acetaminophen), in volunteers. A. sativum increased the clotting time and international normalised ratio of warfarin and caused hypoglycaemia when taken with chlorpropamide. Ginkgo biloba (ginkgo) caused bleeding when combined with warfarin or aspirin (acetylsalicylic acid), raised blood pressure when combined with a thiazide diuretic and even caused coma when combined with trazodone in patients. Panax ginseng (ginseng) reduced the blood concentrations of alcohol (ethanol) and warfarin, and induced mania when used concomitantly with phenelzine, but ginseng increased the efficacy of influenza vaccination. Scutellaria baicalensis (huangqin) ameliorated irinotecan-induced gastrointestinal toxicity in cancer patients.
Piper methysticum (kava) increased the 'off' periods in patients with parkinsonism taking levodopa and induced a semicomatose state when given concomitantly with alprazolam. Kava enhanced the hypnotic effect of alcohol in mice, but this was not observed in humans. Silybum marianum (milk thistle) decreased the trough concentrations of indinavir in humans. Piperine from black (Piper nigrum Linn) and long (P. longum Linn) peppers increased the AUC of phenytoin, propranolol and theophylline in healthy volunteers and plasma concentrations of rifamipicin (rifampin) in patients with pulmonary tuberculosis. Eleutheroccus senticosus (Siberian ginseng) increased the serum concentration of digoxin, but did not alter the pharmacokinetics of dextromethorphan and alprazolam in humans. Hypericum perforatum (hypericum; St John's wort) decreased the blood concentrations of ciclosporin (cyclosporin), midazolam, tacrolimus, amitriptyline, digoxin, indinavir, warfarin, phenprocoumon and theophylline, but did not alter the pharmacokinetics of carbamazepine, pravastatin, mycophenolate mofetil and dextromethorphan. Cases have been reported where decreased ciclosporin concentrations led to organ rejection. Hypericum also caused breakthrough bleeding and unplanned pregnancies when used concomitantly with oral contraceptives. It also caused serotonin syndrome when used in combination with selective serotonin reuptake inhibitors (e.g. sertraline and paroxetine).
In conclusion, interactions between herbal medicines and prescribed drugs can occur and may lead to serious clinical consequences. There are other theoretical interactions indicated by preclinical data. Both pharmacokinetic and/or pharmacodynamic mechanisms have been considered to play a role in these interactions, although the underlying mechanisms for the altered drug effects and/or concentrations by concomitant herbal medicines are yet to be determined. The clinical importance of herb-drug interactions depends on many factors associated with the particular herb, drug and patient. Herbs should be appropriately labeled to alert consumers to potential interactions when concomitantly used with drugs, and to recommend a consultation with their general practitioners and other medical carers.

Confirming the position of a nasogastric tube what does the literature say?

Nasogastric tubes are a medical device that can be used for a number of purposes. The process of inserting them however can be complicated. Nurses must therefore use an evidence based approach to confirm the correct position of nasogastric tubes and there are three main techniques described in the literature to do so. To date, one group of authors has published the majority of the studies on these techniques. This paper reviews their work.