Study design, location, and duration
The study was a posthoc analysis of data from the TIPS study, a cluster-randomized controlled trial involving 20 hospitals from three Australian states: New South Wales, Queensland, and Victoria14. The study adheres to CONSORT guidelines. The hospital was the unit of randomization, with randomisation conducted using a computer-generated stratified scheme where 10 hospitals were assigned to the intervention group and 10 to the control group. The intervention hospitals received the TIPS intervention, a multi-level, multi-component, collaborative approach, whereas the control hospitals continued with standard care. Blinding was not possible because of the nature of the intervention. Study-related activities were divided into three periods:
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Pre-intervention: January 2011 to August 2013.
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Active-intervention: September 2013 to December 2014.
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Post-intervention: January 2015 to December 2015.
Hospital eligibility and recruitment
Eligible hospitals were identified from the Stroke Foundation’s audit records and State-based stroke care networks. The participating hospital had a Stroke Care Unit or staffing equivalent to a stroke physician and a nurse, and were in the early stages of implementing thrombolysis. Clinical leaders were contacted by the research team, either in person or over the phone, to discuss possible participation in the study. Once agreed, a memorandum of understanding and consent agreement was co-signed by the hospital’s authority and the study team. Those recruited included publicly and privately funded hospitals, as well as metropolitan and non-metropolitan hospitals. Hospitals were randomised within strata defined according to their baseline intravenous thrombolysis rates:
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Very Low: 0% to 4%
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Low: >4% to 10%
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Medium: >10%
Patient Data Eligibility
De-identified case data from patients treated with stroke thrombolysis were included in the TIPS dataset and, for the current study, only data from patients that had complete data were included and each patient was different at each time point.
Ethical Approval
Ethical approval was obtained from the Hunter New England Human Research Ethics Committee and from the University of Newcastle, Human Research Ethics Committee.
Process for Data Collection
The following details were recorded for each thrombolysed case: age, gender, date and time of stroke onset, date and time of hospital arrival, date and time of brain imaging examination, time of treatment, and patient medical history. Additionally, for each hospital the following details were considered: location (metropolitan/non-metropolitan), baseline thrombolysis rate and the implementation of TIPS intervention activity (intervention/control). These details were entered into a secure TIPS-specific database that was hosted on the Stroke Foundation’s website. The database was only accessible via a secure login system and only accessible to those approved to do so. All patient data were de-identified and entered by a study-specific delegate at each participating hospital.
Interventional activity and components
The TIPS intervention was based on breakthrough collaborative methodology and the behaviour change wheel14. The intervention included activities and components which have been described previously14 and those are: situational analysis – clarifying the patient journey, change agents - educating, persuading and modelling, information-based target setting – persuasion and incentivization, collaborative problem solving - education, modelling, and enablement, professional development – education and training, performance feedback - persuasion, modelling.
Statistical analysis
Patient characteristics were summarised using descriptive statistics: frequency and percentages for dichotomous variables, and mean and standard deviation for continuous variables. Mixed-effects regression modelling was used to assess the effectiveness of the TIPS intervention: linear regression for DTN, DTI, and ITN times, and logistic regression for DTN time ≤60 minutes, DTI time ≤25 minutes, and ITN time ≤35 minutes. Each model included a hospital-level random intercept to adjust for the correlation of outcomes within the hospital. Time period (with pre-intervention as the reference), intervention group (with control as the reference), and time by intervention group interaction were included as fixed effects; and the models also adjusted for baseline hospital thrombolysis rate category (the stratification variable). Robust standard errors and an independent structure of the residual errors were used for all models.
Separate models were used to explore whether there was an observable intervention effect when the data for each location type were considered in isolation. Separate mixed-effects regression models were conducted for each location type (metropolitan and non-metropolitan). This was linear for the continuous outcome of mean DTN, DTI, ITN times, and logistic for the dichotomous outcome of the proportion of patients having DTN ≤ 60, DTI ≤ 25, ITN ≤ 35 minutes. The same fixed effects and hospital-level random intercept included in the primary analysis were also included in these secondary analyses. All statistical analyses were performed using Stata version 14.0 (StataCorp, College Station, TX).