A methodological protocol for selecting and quantifying low-value prescribing practices in routinely collected data: an Australian case study

Background: Growing imperatives for safety, quality and responsible resource allocation have prompted renewed efforts to identify and quantify harmful or wasteful (low-value) medical practices such as test ordering, procedures and prescribing. Quantifying these practices at a population level using routinely collected health data allows us to understand the scale of low-value medical practices, measure practice change following specific interventions and prioritise policy decisions. To date, almost all research examining health care through the low-value lens has focused on medical services (tests and procedures) rather than on prescribing. The protocol described herein outlines a program of research funded by Australia’s National Health and Medical Research Council to select and quantify low-value prescribing practices within Australian routinely collected health data. Methods: We start by describing our process for identifying and cataloguing international low-value prescribing practices. We then outline our approach to translate these prescribing practices into indicators that can be applied to Australian routinely collected health data. Next, we detail methods of using Australian health data to quantify these prescribing practices (e.g. prevalence of low-value prescribing and related costs) and their downstream health consequences. We have approval from the necessary Australian state and commonwealth human research ethics and data access committees to undertake this work. Discussion: The lack of systematic and transparent approaches to quantification of low-value practices in routinely collected data has been noted in recent reviews. Here, we present a methodology applied in the Australian context with the aim of demonstrating principles that can be applied across jurisdictions in order to harmonise international efforts to measure low-value prescribing. The outcomes of this research will be submitted to international peer-reviewed journals. Results will also be presented at national and international pharmacoepidemiology and health policy forums such that other jurisdictions have guidance to adapt this methodology.Jonathan Brett, Adam G. Elshaug, R. Sacha Bhatia, Kelsey Chalmers, Tim Badgery-Parker and Sallie-Anne Pearso

Low-value care in Australian public hospitals: prevalence and trends over time

Objective: To examine 27 low-value procedures, as defined by international recommendations, in New South Wales public hospitals. Design: Analysis of admitted patient data for financial years 2010–2011 to 2016–2017. Main outcome measures: Number and proportion of episodes identified as low value by two definitions (narrower and broader), associated costs and bed-days, and variation between hospitals in financial year 2016–2017; trends in numbers of low-value episodes from 2010–2011 to 2016–2017. Results: For 27 procedures in 2016–2017, we identified 5079 (narrower definition) to 8855 (broader definition) episodes involving low-value care (11.00%–19.18% of all 46 169 episodes involving these services). These episodes were associated with total inpatient costs of $A49.9 million (narrower) to$A99.3 million (broader), which was 7.4% (narrower) to 14.7% (broader) of the total $A674.6 million costs for all episodes involving these procedures in 2016–2017, and involved 14 348 (narrower) to 29 705 (broader) bed-days. Half the procedures accounted for less than 2% of all low-value episodes identified; three of these had no low-value episodes in 2016–2017. The proportion of low-value care varied widely between hospitals. Of the 14 procedures accounting for most low-value care, seven showed decreasing trends from 2010–2011 to 2016–2017, while three (colonoscopy for constipation, endoscopy for dyspepsia, sentinel lymph node biopsy for melanoma in situ) showed increasing trends. Conclusions: Low-value care in this Australian public hospital setting is not common for most of the measured procedures, but colonoscopy for constipation, endoscopy for dyspepsia and sentinel lymph node biopys for melanoma in situ require further investigation and action to reverse increasing trends. The variation between procedures and hospitals may imply different drivers and potential remedies.Tim Badgery-Parker, Sallie-Anne Pearson, Kelsey Chalmers, Jonathan Brett, Ian A Scott, Susan Dunn, Neville Onley, Adam G Elshau

Improving psychosocial outcomes for caregivers of people with poor prognosis gastrointestinal cancers: a randomized controlled trial (Family Connect)

Abstract Purpose This study investigated the effectiveness of a structured telephone intervention for caregivers of people diagnosed with poor prognosis gastrointestinal cancer to improve psychosocial outcomes for both caregivers and patients. Methods Caregivers of patients starting treatment for upper gastrointestinal or Dukes D colorectal cancer were randomly assigned (1:1) to the Family Connect telephone intervention or usual care. Caregivers in the intervention group received four standardized telephone calls in the 10 weeks following patient hospital discharge. Caregivers' quality of life (QOL), caregiver burden, unmet supportive care needs and distress were assessed at 3 and 6 months. Patients' QOL, unmet supportive care needs, distress and health service utilization were also assessed at these time points. Results Caregivers (128) were randomized to intervention or usual care groups. At 3 months, caregiver QOL scores and other caregiver-reported outcomes were similar in both groups. Intervention group participants experienced a greater sense of social support (p=.049) and reduced worry about finances (p=.014). Patients whose caregiver was randomized to the intervention also had fewer emergency department presentations and unplanned hospital readmissions at 3 months post-discharge (total 17 vs. 5, p=.01). Conclusions This standardized intervention did not demonstrate any significant improvements in caregiver well-being but did result in a decrease in patient emergency department presentations and unplanned hospital readmissions in the immediate post-discharge period. The trend towards improvements in a number of caregiver outcomes and the improvement in health service utilization support further development of telephone-based caregiver-focused supportive care interventions

Aquaponics: alternative types and approaches

Whilst aquaponics may be considered in the mid-stage of development, there are a number of allied, novel methods of food production that are aligning alongside aquaponics and also which can be merged with aquaponics to deliver food efficiently and productively. These technologies include algaeponics, aeroponics, aeroaquaponics, maraponics, haloponics, biofloc technology and vertical aquaponics. Although some of these systems have undergone many years of trials and research, in most cases, much more scientific research is required to understand intrinsic processes within the systems, efficiency, design aspects, etc., apart from the capacity, capabilities and benefits of conjoining these systems with aquaponics

Exploring variation in low-value care: a multilevel modelling study.

BACKGROUND: Whether patients receive low-value hospital care (care that is not expected to provide a net benefit) may be influenced by unmeasured factors at the hospital they attend or the hospital's Local Health District (LHD), or the patients' areas of residence. Multilevel modelling presents a method to examine the effects of these different levels simultaneously and assess their relative importance to the outcome. Knowing which of these levels has the greatest contextual effects can help target further investigation or initiatives to reduce low-value care. METHODS: We conducted multilevel logistic regression modelling for nine low-value hospital procedures. We fit a series of six models for each procedure. The baseline model included only episode-level variables with no multilevel structure. We then added each level (hospital, LHD, Statistical Local Area [SLA] of residence) separately and used the change in the c statistic from the baseline model as a measure of the contribution of the level to the outcome. We then examined the variance partition coefficients (VPCs) and median odds ratios for a model including all three levels. Finally, we added level-specific covariates to examine if they were associated with the outcome. RESULTS: Analysis of the c statistics showed that hospital was more important than LHD or SLA in explaining whether patients receive low-value care. The greatest increases were 0.16 for endoscopy for dyspepsia, 0.13 for colonoscopy for constipation, and 0.14 for sentinel lymph node biopsy for early melanoma. SLA gave a small increase in c compared with the baseline model, but no increase over the model with hospital. The VPCs indicated that hospital accounted for most of the variation not explained by the episode-level variables, reaching 36.8% (95% CI, 31.9-39.0) for knee arthroscopy. ERCP (8.5%; 95% CI, 3.9-14.7) and EVAR (7.8%; 95% CI, 2.9-15.8) had the lowest residual variation at the hospital level. The variables at the hospital, LHD and SLA levels that were available for this study generally showed no significant effect. CONCLUSIONS: Investigations into the causes of low-value care and initiatives to reduce low-value care might best be targeted at the hospital level, as the high variation at this level suggests the greatest potential to reduce low-value care

Measuring 21 low-value hospital procedures: claims analysis of Australian private health insurance data (2010-2014)

OBJECTIVE:To examine the prevalence, costs and trends (2010-2014) for 21 low-value inpatient procedures in a privately insured Australian patient cohort. DESIGN:We developed indicators for 21 low-value procedures from evidence-based lists such as Choosing Wisely, and applied them to a claims data set of hospital admissions. We used narrow and broad indicators where multiple low-value procedure definitions exist. SETTING AND PARTICIPANTS:A cohort of 376 354 patients who claimed for an inpatient service from any of 13 insurance funds in calendar years 2010-2014; approximately 7% of the privately insured Australian population. MAIN OUTCOME MEASURES:Counts and proportions of low-value procedures in 2014, and relative change between 2010 and 2014. We also report both the Medicare (Australian government) and the private insurance financial contributions to these low-value admissions. RESULTS:Of the 14 662 patients with admissions for at least 1 of the 21 procedures in 2014, 20.8%-32.0% were low-value using the narrow and broad indicators, respectively. Of the 21 procedures, admissions for knee arthroscopy were highest in both the volume and the proportion that were low-value (1607-2956; 44.4%-81.7%).Seven low-value procedures decreased in use between 2010 and 2014, while admissions for low-value percutaneous coronary interventions and inpatient intravitreal injections increased (51% and 8%, respectively).For this sample, we estimated 2014 Medicare contributions for admissions with low-value procedures to be between $A1.8 and$A2.9 million, and total charges between $A12.4 and$A22.7 million. CONCLUSIONS:The Australian federal government is currently reviewing low-value healthcare covered by Medicare and private health insurers. Estimates from this study can provide crucial baseline data and inform design and assessment of policy strategies within the Australian private healthcare sector aimed at curtailing the high volume and/or proportions of low-value procedures.Kelsey Chalmers, Sallie-Anne Pearson, Tim Badgery-Parker, Jonathan Brett, Ian A Scott, Adam G Elshaug ... et al

The impact of childhood epilepsy on academic performance: A population-based matched cohort study

Objectives: To compare academic performance and high school completion of young people admitted to hospital with epilepsy and matched peers from the general population not admitted to hospital with epilepsy during the study period. Methods: A population-based matched case-comparison cohort study of young people aged ≤18 years hospitalised with epilepsy during 2005-2018 in New South Wales, Australia, using linked birth, health, education, and mortality records. The comparison cohort was matched on age, sex, and residential postcode. Generalised linear mixed modelling examined risk of school performance below the national minimum standard (NMS), and generalised linear regression examined risk of not completing high school for young people hospitalised with epilepsy compared to matched peers not hospitalised with epilepsy during the study period. Adjusted relative risks (ARRs) with 95% confidence intervals (CIs) were derived from the final models. Results: Young people hospitalised with epilepsy had more than 3 times higher risk of not achieving the NMS for numeracy (ARR: 3.40; 95%CI 2.76‒4.18) and reading (ARR: 3.15; 95%CI 2.60‒3.82), compared to matched peers. Young people hospitalised with epilepsy had a 78% higher risk of not completing year 10 (ARR: 1.78; 95%CI 1.14‒2.79), 18% higher risk of not completing year 11 (ARR: 1.18; 95%CI 0.97‒1.45), and 38% higher risk of not completing year 12 (ARR: 1.38; 95%CI 1.14‒1.67), compared to matched counterparts. Conclusion: Young people hospitalised with epilepsy have higher risk of not achieving minimum standards for numeracy and reading and not completing high school compared to matched peers. There is a need for effective strategies and interventions (e.g., early seizure control and improved multidisciplinary management and care coordination) to minimise the potential adverse effect of epilepsy on education and its sequelae such as early school leaving, unemployment and poverty in adulthood.</p