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Using a network organisational architecture to support the development of Learning Healthcare Systems
2018
The US National Academy of Sciences has called for the development of a Learning Healthcare System in which patients and clinicians work together to choose care, based on best evidence, and to drive discovery as a natural outgrowth of every clinical encounter to ensure innovation, quality and value at the point of care. However, the vision of a Learning Healthcare System has remained largely aspirational. Over the last 13 years, researchers, clinicians and families, with support from our paediatric medical centre, have designed, developed and implemented a network organisational model to achieve the Learning Healthcare System vision. The network framework aligns participants around a common goal of improving health outcomes, transparency of outcome measures and a flexible and adaptive collaborative learning system. Team collaboration is promoted by using standardised processes, protocols and policies, including communication policies, data sharing, privacy protection and regulatory compliance. Learning methods include collaborative quality improvement using a modified Breakthrough Series approach and statistical process control methods. Participants observe their own results and learn from the experience of others. A common repository (a ‘commons’) is used to share resources that are created by participants. Standardised technology approaches reduce the burden of data entry, facilitate care and result in data useful for research and learning. We describe how this organisational framework has been replicated in four conditions, resulting in substantial improvements in outcomes, at scale across a variety of conditions.
Journal Article
Grand rounds in methodology: four critical decision points in statistical process control evaluations of quality improvement initiatives
by
Marang-van de Mheen, Perla J
,
Woodcock, Thomas
in
Control charts, run charts
,
Decision making
,
Design
2023
Quality improvement (QI) projects often employ statistical process control (SPC) charts to monitor process or outcome measures as part of ongoing feedback, to inform successive Plan-Do-Study-Act cycles and refine the intervention (formative evaluation). SPC charts can also be used to draw inferences on effectiveness and generalisability of improvement efforts (summative evaluation), but only if appropriately designed and meeting specific methodological requirements for generalisability. Inadequate design decreases the validity of results, which not only reduces the chance of publication but could also result in patient harm and wasted resources if incorrect conclusions are drawn. This paper aims to bring together much of what has been written in various tutorials, to suggest a process for using SPC in QI projects. We highlight four critical decision points that are often missed, how these are inter-related and how they affect the inferences that can be drawn regarding effectiveness of the intervention: (1) the need for a stable baseline to enable drawing inferences on effectiveness; (2) choice of outcome measures to assess effectiveness, safety and intervention fidelity; (3) design features to improve the quality of QI projects; (4) choice of SPC analysis aligned with the type of outcome, and reporting on the potential influence of other interventions or secular trends.These decision points should be explicitly reported for readers to interpret and judge the results, and can be seen as supplementing the Standards for Quality Improvement Reporting Excellence guidelines. Thinking in advance about both formative and summative evaluation will inform more deliberate choices and strengthen the evidence produced by QI projects.
Journal Article
Results of a healthcare transition learning collaborative for emerging adults with sickle cell disease: the ST3P-UP study transition quality improvement collaborative
by
Osunkwo, Ifeyinwa
,
Eckman, James R
,
Mabus, Sarah
in
Collaboration
,
Emergency medical services
,
Health care
2025
BackgroundIndividuals with sickle cell disease (SCD) experience poor clinical outcomes while transitioning from paediatric to adult care. Standards for SCD transition are needed. We established a Quality Improvement (QI) Collaborative that aimed to improve the quality of care for all young adults with SCD by establishing a standardised SCD transition process. This study evaluates the implementation of the Six Core Elements (6CE) of Health Care Transition, which was a fundamental component of the cluster-randomised Sickle Cell Trevor Thompson Transition Project (ST3P-UP) study.MethodsA central QI team trained 14 ST3P-UP study sites on QI methodologies, 6CE and Got Transition’s process measurement tool (PMT). Site-level QI teams included a transition coordinator, clinic physicians/staff, patients/parents with SCD and community representatives. Sites completed the PMT every 6 months for 54 months and monthly audits of 10 randomly-selected charts to verify readiness/self-care assessments and emergency care plans.ResultsOf a possible 100, the aggregate mean (±SD) PMT score for paediatric clinics was 23.9 (±13.8) at baseline, 95.9 (±6.0) at 24 months and 98.9 (±2.1) at 54 months. The aggregate mean PMT score for adult clinics was 15.0 (±13.5) at baseline, 88.4 (±11.8) at 24 months and 95.8 (±6.8) at 54 months. The overall QI Collaborative PMT score improved by 402%. At baseline, readiness/self-care assessments were current for 38% of paediatric and 20% of adult patients; emergency care plans were current for 20% of paediatric and 3% of adult patients. Paediatric clinics had one median readiness assessment shift (76%) and four median emergency care plan shifts (65%, 77%, 79%, 84%). Adult clinics experienced three median self-care assessment shifts (58%, 63%, 70%) and two median emergency care plan shifts (57%, 70%).ConclusionsThe ST3P-UP QI Collaborative successfully embedded the 6CE of Health Care Transition into routine care and increased administration of assessments and emergency care plans for transition-aged patients with SCD.
Journal Article
Economic analysis of surgical outcome monitoring using control charts: the SHEWHART cluster randomised trial
by
Polazzi, Stéphanie
,
Lifante, Jean-Christophe
,
Pascal, Léa
in
Adult
,
Aged
,
Binomial distribution
2024
ImportanceSurgical complications represent a considerable proportion of hospital expenses. Therefore, interventions that improve surgical outcomes could reduce healthcare costs.ObjectiveEvaluate the effects of implementing surgical outcome monitoring using control charts to reduce hospital bed-days within 30 days following surgery, and hospital costs reimbursed for this care by the insurer.DesignNational, parallel, cluster-randomised SHEWHART trial using a difference-in-difference approach.Setting40 surgical departments from distinct hospitals across France.Participants155 362 patients over the age of 18 years, who underwent hernia repair, cholecystectomy, appendectomy, bariatric, colorectal, hepatopancreatic or oesophageal and gastric surgery were included in analyses.InterventionAfter the baseline assessment period (2014–2015), hospitals were randomly allocated to the intervention or control groups. In 2017–2018, the 20 hospitals assigned to the intervention were provided quarterly with control charts for monitoring their surgical outcomes (inpatient death, intensive care stay, reoperation and severe complications). At each site, pairs, consisting of one surgeon and a collaborator (surgeon, anaesthesiologist or nurse), were trained to conduct control chart team meetings, display posters in operating rooms, maintain logbooks and design improvement plans.Main outcomesNumber of hospital bed-days per patient within 30 days following surgery, including the index stay and any acute care readmissions related to the occurrence of major adverse events, and hospital costs reimbursed for this care per patient by the insurer.ResultsPostintervention, hospital bed-days per patient within 30 days following surgery decreased at an adjusted ratio of rate ratio (RRR) of 0.97 (95% CI 0.95 to 0.98; p<0.001), corresponding to a 3.3% reduction (95% CI 2.1% to 4.6%) for intervention hospitals versus control hospitals. Hospital costs reimbursed for this care per patient by the insurer significantly decreased at an adjusted ratio of cost ratio (RCR) of 0.99 (95% CI 0.98 to 1.00; p=0.01), corresponding to a 1.3% decrease (95% CI 0.0% to 2.6%). The consumption of a total of 8910 hospital bed-days (95% CI 5611 to 12 634 bed-days) and €2 615 524 (95% CI €32 366 to €5 405 528) was avoided in the intervention hospitals postintervention.ConclusionsUsing control charts paired with indicator feedback to surgical teams was associated with significant reductions in hospital bed-days within 30 days following surgery, and hospital costs reimbursed for this care by the insurer.Trial registration number NCT02569450.
Journal Article
Catheter-associated urinary tract infection reduction in critical care units: a bundled care model
by
Murphy, Jaime
,
Bosch, Nicholas
,
Van Decker, Stephanie Grana
in
Catheter-Related Infections - epidemiology
,
Catheter-Related Infections - prevention & control
,
Catheters
2021
Catheter-associated urinary tract infections (CAUTIs) represent approximately 9% of all hospital acquired infections, and approximately 65%–70% of CAUTIs are believed to be preventable. In the spring of 2013, Boston Medical Center (BMC) began an initiative to decrease CAUTI rates within its intensive care units (ICUs). A CAUTI taskforce convened and reviewed process maps and gap analyses. Based on Centers for Disease Control and Prevention (CDC) and Institute for Healthcare Improvement (IHI) guidelines, and delineated by the Healthcare Infection Control Practices Advisory Committee 2009 guidelines, all BMC ICUs sequentially implemented plan–do–study–act cycles based on which measures were most easily adaptable and believed to have the highest impact on CAUTI rates. Implementation of five care bundles spanned 5 years and included (1) processes for insertion and maintenance of foley catheters; (2) indications for indwelling foley catheters; (3) appropriate testing for CAUTIs; (4) alternatives to indwelling devices; and (5) sterilisation techniques. Daily rounds by unit nursing supervisors and inclusion of foley catheter necessity on daily ICU checklists held staff accountable on a daily basis. With these interventions, the total number of CAUTIs at BMC decreased from 53 in 2013 to 9 in 2017 (83% reduction) with a 33.8% reduction in indwelling foley catheter utilisation during the same time period. Adapted protocols showed success in decreasing the CAUTI rate and indwelling foley catheter usage in all of the BMC ICU’s. While all interventions had favourable and additive trends towards decreasing the CAUTI rate, the CAUTI awareness education, insertion and removal protocols and implementation of PureWick female incontinence devices had clear and significant effects on decreasing CAUTI rates. Our project provides a framework for improving HAIs using rapid cycle testing and U-chart data monitoring. Targeted education efforts and standardised checklists and protocols adapted sequentially are low-cost and high yield efforts that may decrease CAUTIs in ICU settings.
Journal Article
Reduction of paediatric head CT utilisation at a rural general hospital emergency department
by
Holm, Tara
,
Shanley, Ryan
,
Nguyen-Tran, Thuy
in
Computed tomography
,
Continuous quality improvement
,
Control charts, run charts
2020
BackgroundBlunt head injury is a common pediatric injury and often evaluated in general emergency departments. It estimated that 50% of children will undergo a head computed tomography (CT), often unnecessarily exposing the child to ionizing radiation. Pediatric academic centers have shown quality improvement (QI) measures can reduce head CT rates within their emergency departments. We aimed to reduce head CT utilization at a rural community emergency department.MethodsChildren presenting with a complaint of blunt head injury and were evaluated with or without a head CT. Head CT rate was the primary outcome. We developed a series of interventions and presented these to the general emergency department over the duration of the study. The pre and intervention data was analysed with control charts.ResultsThe preintervention and intervention groups consisted of 576 children: 237 patients with a median age of 8.0 years and 339 patients with a median age of 9.00 years (p=0.54), respectively. The preintervention HCT rate was 41.8% (95% CI 35.6% to 48.1%) and the postintervention rate was 27.7% (95% CI 23.3% to 32.7%), a decrease of 14.1% (95% CI 6.2% to 21.9%, p=0.0004). During the intervention period, there was a decrease in HCT rate of one per month (OR 0.96, 95% CI 0.92 to 1.00, p=0.07). The initial series of interventions demonstrated an incremental decrease in HCT rates corresponding with a special cause variation.ConclusionThe series of interventions dispersed over the intervention period was an effective methodology and successfully reduced HCT utilisation among children with blunt head injury at a rural community emergency department.
Journal Article
Reducing drug-related harm by triggering proactive outreach
2025
AbstractDrug-related deaths (DRDs) remain a global issue, with Scotland reporting the second-highest rate per million population. Although some areas have seen improvements, DRDs continue to rise in parts of the Scottish Highlands. Proactive outreach to those at highest risk is believed to reduce harm. This project tested and implemented a risk identification tool—the Trigger Checklist (TC)—to initiate assertive outreach in a remote Highland area by September 2023.The Model for Improvement was used to structure the improvement process. This included collaborative exploration of the problem and solution, development of the TC, devising a family of measures and Plan, Do, Study, Act cycles to structure interactive learning and refinement of the TC and outreach process. Data were collected on the number of completed TC, the percentage of those outreached within 48 hours and the number of days between incidents of non-fatal overdoses (NFOD). Timely staff experience feedback was gathered using a visual facial analogue scale.A standardised TC was devised and tested. 48 TCs were received over 8 months. Of those 100% (n=48) were assertively outreached within 48 hours of a TC referral. The median number of days between NFOD increased from 6.5 days (January–August 2022) to 23 days (September 2022–August 2023). There was an increase in the number of days between incidents of NFOD locally, with more than 90 days between two events (previously the maximum number reached was 48). For the duration of the project, the locality did not receive a DRD notification.There is a need to further test and standardise the use of the TC in other areas frequented by those most at risk of drug-related harm, such as the remote and rural emergency department.
Journal Article
Teledermatology to reduce face-to-face appointments in general practice during the COVID-19 pandemic: a quality improvement project
by
Millar, Angela
,
Jones, Keira
,
Lennon, Emer
in
Complaints
,
Confidence
,
Control charts/Run charts
2022
Teledermatology is an important subspecialty of telemedicine that continues to evolve with advances in telecommunication and mobile phone technology. A 19-week primary care quality improvement project collected baseline data and tested three change ideas, using the Model for Improvement method, with primary and secondary aims: to increase the weekly percentage of remote dermatological consultations with supporting images that were successfully concluded remotely to greater than 80% and to reduce the weekly percentage of dermatological face-to-face consultations to less than 50%. We hypothesised that by improving the quality of patient images and the confidence of reception staff in triaging skin complaints, there would be a decrease in the weekly number of face-to-face dermatological appointments, thereby decreasing the risk of COVID-19 transmission within the practice and community. Two change ideas focused on supporting patients to improve image quality by introducing ‘4 Key Instructions’ and a patient information leaflet (PIL). The third focused on increasing reception staff confidence in triaging skin complaints by introducing a triage pathway guidance tool. A total of 253 dermatological consultations were analysed: 170 of these were telephone consultations with 308 supporting images. Process measures showed clear improvements in the quality of images provided by patients which likely contributed to an increase in completed remote consultation. Our primary outcome measure was achieved. Our secondary outcome measure suggested that in the absence of high-quality images, it might not be possible to reduce dermatological face-to-face consultations much below 50% in primary care. Process measures showed clear improvements in the quality of images provided by patients which likely contributed to the increase in remote consultation. The implications of these findings for the theory of change are discussed.
Journal Article
The problem with red, amber, green: the need to avoid distraction by random variation in organisational performance measures
by
Anhøj, Jacob
,
Hellesøe, Anne-Marie Blok
in
Benchmarking - organization & administration
,
Benchmarking - standards
,
Catheters
2017
'The Problem with?' series covers controversial topics related to efforts to improve healthcare quality, including widely recommended but deceptively difficult strategies for improvement and pervasive problems that seem to resist solution. References
Journal Article