The impact of hypoglycemia on quality of life in type 2 diabetes : a systematic review.

Hypoglycemia is the commonest and most serious side-effect of insulin treatment for Type 1 diabetes (T1DM). The prevalence of hypoglycemia is lower in insulin-treated Type 2 diabetes (T2DM) than in T1DM but the prevalence increases with duration of insulin therapy and increasingly resembles T1DM. As hypoglycemia has not been widely recognised to affect people with T2DM, its impact on quality of life (QoL) has received little attention.

A systematic literature review was performed to identify empirical papers published in English since 1966 reporting the effect of hypoglycemia on any patient-reported outcomes (PROs), including QoL, in T2DM. Despite our specific interest in QoL, the inclusion criteria were defined broadly to encompass a range of self-assessed psychosocial outcomes, including generic and diabetes-specific QoL, emotional well-being and health utilities. Studies were excluded in which the impact of hypoglycemia was confounded by treatment effects. Our search included: MEDLINE, PsycINFO, CINAHL. Abstracts were screened independently by two investigators.

Of 2,469 abstracts, Thirty-one met the inclusion criteria and were subjected to data extraction and analysis. These comprised four controlled trials and twenty-seven others (including cross-sectional and health utility studies). The results indicate associations between the experience of hypoglycemia and a range of adverse PROs, including impaired QoL and well-being, higher levels of anxiety, depression and anger and loss of health utility. Fear of hypoglycemia was also associated with compensatory lifestyle limitations and changes.

Publications suggest that QoL and other psychosocial outcomes are impaired by the experience and/or fear of hypoglycemia in T2DM, however, very few studies have directly investigated this phenomenon to date. Interpretation of the evidence is hampered by inconsistent or inadequate definitions and measurement of both hypoglycemia and QoL outcomes, by confounding of the impact of hypoglycemia and by treatment factors. Targeted research using appropriate study design is needed to quantify and qualify the true impact of hypoglycemia on QoL in people with T2DM.

The health-related quality of life of overweight and obese adolescents - a study measuring body mass index and adolescent-reported perceptions

Objective. To determine whether the health-related quality of life (HRQOL) of overweight and obese adolescents is significantly lower than that of their healthy weight counterparts, and if so, whether any demographic trends exist and the relative contribution of each HRQOL dimension.

Methods. Cross-sectional analysis of 2,890 students participating in the Pacific Obesity Prevention in Communities Project, Australia. HRQOL was measured using the Pediatric Quality of Life Inventory (PedsQL) adolescent module. Adolescent height and weight were measured by trained field workers and weight categories assigned according to the International Obesity Task Force BMI cut-off points for adolescents. Multivariate linear regression analyses were undertaken to estimate the mean differences in HRQOL scores between (i) overweight and healthy weight, and (ii) obese and healthy weight adolescents, whilst adjusting for gender, age and socioeconomic status quartile.

Results. The sample had a mean age of 14.6 years (range 11–18), 56.2% boys, 20.2% overweight and 6.3% obese. Higher weight status categories were associated with lower HRQOL scores (mean PedsQL scores: healthy weight: 79.1, overweight: 77.7 and obese: 73.7). Relative to the healthy weight group, and after adjustments, overweight and obese adolescents reported 1.44 (p = 0.005) and 5.55 (p < 0.001) lower HRQOL summary scores, respectively. Overweight adolescents reported significantly lower scores in physical and social functioning, whilst obese adolescents reported significantly lower scores in the same dimensions plus emotional functioning. Girls and younger (< 15 years) adolescents reported greater mean negative HRQOL differences associated with excess weight.

Conclusions. Overweight and obesity in adolescents are associated with significantly lower HRQOL scores.

Factors influencing quality of behaviour support plans and the impact of plan quality on restrictive intervention use

Background: The quality and effectiveness of the support provided to people with disability who show challenging behaviour can be influenced by the design and content of their behaviour support plans (BSPs). This study examined some of the factors that might influence the quality of behaviour support plans and the impact of quality of BSPs on the use of restrictive intervention.

Method: An audit of the quality of a sample of BSPs submitted to the Senior Practitioner in Victoria in the years 2009 and 2010 was conducted using the Behavior Support Plan Quality Evaluation, 2nd Edition (BSP-QE II).

Results: Factors found to positively influence quality of BSPs included: involvement of behaviour consultants and involvement of clinicians from the Office of the Senior Practitioner (Office). Overall quality of plans was also negatively related to restrictive intervention use over time.

Conclusions: The findings support the need for behaviour intervention and provision of clinical support. The findings also provide tentative support for the notion that the inclusion of evidence-based quality components into behaviour support plan formats may reduce the use of restrictive interventions.

Improving the quality of professionals’ contemporaneous notes taken during interviews about alleged child abuse

The current study explored the effectiveness of note-taking instructions to increase the completeness and accuracy of professionals’ contemporaneous written notes of child abuse interviews. Police members had their base-line note-taking assessed before receiving brief instructions focusing on layout style, abbreviations, and question codes. Participants’ note-taking was reassessed immediately post-instruction and again at follow-up, 4 weeks later. Instructions increased the number of questions that participants recorded and the information that they recorded about question structure. These increases in question information did not occur at the expense of witness response information. Instructions encouraged participants to use more abbreviations and question codes and to use a clearer layout style to differentiate questions and responses. Instructing professionals in simple note-taking strategies immediately increased the completeness and accuracy of their notes. However, electronic recordings remain the most effective method of ensuring complete and accurate interview notes.

The quality of community reintegration planning for child molesters : effects on sexual recidivism

Research on the causal factors underlying sex offender recidivism has not considered the success or failure of the reintegration process by which the offender rejoins the community after prison. The authors developed a coding protocol to measure the quality and comprehensiveness of reintegration planning for sex offenders. The protocol was retrospectively applied to groups of recidivists and nonrecidivists who were matched on static risk level and follow-up time. The protocol demonstrated adequate reliability. Compared to nonrecidivists, recidivists had significantly lower scores relating to accommodation, employment, and the Good Lives Model secondary goods, as well as lower total reintegration plan scores. ANCOVAs showed that when IQ and level of sexual deviance were controlled for, accommodation (a place to live) was significantly related to sexual recidivism and the Good Lives Model—secondary goods was significantly related to any recidivism. These results suggest that poor reintegration planning may be a risk factor for recidivism.

Optimizing the quality of bootstrap-based prediction intervals

The bootstrap method is one of the most widely used methods in literature for construction of confidence and prediction intervals. This paper proposes a new method for improving the quality of bootstrap-based prediction intervals. The core of the proposed method is a prediction interval-based cost function, which is used for training neural networks. A simulated annealing method is applied for minimization of the cost function and neural network parameter adjustment. The developed neural networks are then used for estimation of the target variance. Through experiments and simulations it is shown that the proposed method can be used to construct better quality bootstrap-based prediction intervals. The optimized prediction intervals have narrower widths with a greater coverage probability compared to traditional bootstrap-based prediction intervals.

Morphometric vertebral fractures of the lower thoracic and lumbar spine, physical function and quality of life in men

The epidemiology and sequelae of morphometric vertebral fracture (MVF) are poorly documented. We found that MVFs of the lower thoracic and lumbar spine were associated with poor quality of life and impaired physical function in men. We recommend that morphometric X-ray absorptiometry be included in routine requests for bone densitometry.