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To measure text similarity in electronic nursing progress notes and determine factors associated with text similarity.Electronic clinical notes with redundant information masks clinically relevant information, increases clinicians' cognitive burden and undermines patient safety.Retrospective review of electronic medical record nursing progress notes.The study was conducted between November 2018 and February 2019 in two Australian Paediatric Intensive Care Units. De-identified, randomly selected inpatient data were extracted from the network's database. Manually classified shift summary progress notes for each admission were sequenced from admission to discharge. Text similarity was calculated for consecutive pairs of nursing progress notes. Linear regression was undertaken to determine the association between the similarity scores and variables of interest: note word count, total number of notes and unit. The STROBE checklist was used for reporting.921 shift summary nursing progress notes were analysed. Similarity scores were widely distributed with a median of 10.37%. Only 17.2% (n = 144) of the notes have similarity scores above 20%. Of these, 5% (n = 47) were above 50% similar in comparison with a previously written note. Similarity above 50% was observed as early as the first note pair in the course of a patient's admission. A significant difference was found between the similarity scores of Unit 1 and Unit 2. Hospital unit was the only variable of interest significantly associated with similarity scores.Text similarity among electronic nursing progress notes in Australian Paediatric ICUs is minimal; however, notes with50% similarity have been identified. Text analytics provides measurable data and insights about electronic clinical documentation to inform future nursing practice, research and eMR design.Findings have implications for nursing practice in the way that nursing staff are educated to maintain data quality, professional accountability and effective communication in electronic documentation and to avoid unnecessary repetition of text.

Aims This study aimed to describe the demographic characteristics and to measure annual changes in composition of the paediatric population attending a specialist tertiary hospital in Sydney, Australia, between 2015 and 2017. Background Australia has experienced steady growth in the number of people born overseas in the last fifty years thereby building a culturally and linguistically rich country. Such dynamic population changes pose a challenge to the nursing workforce, in particular how the needs of migrant families from non-English-speaking countries are accommodated. Design Retrospective review of medical records. Methods De-identified paediatric inpatient data were imported from a hospital database into Statistical Package for the Social Sciences (version 21) database for cleaning and analysis. Strengthening the reporting of observational studies in epidemiology checklist was completed. Results Paediatric inpatients born in a country other than Australia (8762, 5.7%) emigrated from 155 countries or were "born at Sea" (n = 13, 0.1%) and spoke an array of primary languages (n = 139), other than English. Whilst inpatient health service rates remained constant during the study period, an increased rate of service utilisation was reported for children born in Asia (IRR 1.3, p ≤ 0.001, 95% CI: 1.2-1.4) and in the Middle East (IRR 1.4, p ≤ 0.001, 95% CI: 1.2-1.6). Families who reported that they preferred to speak Chinese Languages, Middle Eastern languages (not Arabic) and languages of India reported increased rates. Conclusion Significant annual changes in composition of the paediatric population were reported. Regular analysis of local inpatient data will inform health care that is responsive to change and addresses the unique needs of diverse families. Relevance to clinical practice Diversity poses a potential challenge to the nursing workforce on a daily basis and more broadly. To meet the changing needs of diverse inpatient populations, nurses will need to plan, implement and evaluate cultural competency, linguistic access, workforce diversity and the quality of care to diverse populations.

Aims and objectives To investigate hepatocellular carcinoma screening utilisation and factors associated with utilisation among patients prescribed hepatitis B virus anti-viral therapy and at risk of hepatocellular carcinoma. Background The incidence of hepatocellular carcinoma has increased in Australia over the past three decades with chronic hepatitis B virus infection a major contributor. hepatocellular carcinoma surveillance programs aim to detect cancers early enabling curative treatment options, longer survival and longer times to recurrence. Design Multi-site cross-sectional survey. Methods An online study questionnaire was administered to eligible participants attending three Sydney tertiary hospitals. Data were grouped into six mutually exclusive hepatocellular carcinoma risk factor categories as per American Association for the Study of Liver Diseases guidelines. All analyses were undertaken in STATA. Logistic regression was used to assess the associations between covariates and screening utilisation. Multivariate models described were assessed using the Hosmer-Lemeshow goodness of fit. Results Of the 177 participants, 137 (77.4%) self-reported that US had been performed in the last six months. Awareness that screening should be performed and knowing the correct frequency of US screening were independently associated with screening utilisation. Participants who knew that screening should be undertaken were three times more likely to have had pretreatment education or were prescribed hepatitis B virus anti-viral treatment for >4 years. Participants reporting a family history of hepatocellular carcinoma were less likely to know that screening should be undertaken every 6 months. Conclusion While utilisation of hepatocellular carcinoma surveillance programs was higher in this study than in previous reports, strategies to further improve surveillance remain necessary. Relevance to clinical practice Findings from this research form the basis for proposing strategies to improve utilisation of hepatocellular carcinoma screening, inform hepatitis B virus-related clinical practice and for the delivery of care and nursing education to people receiving hepatitis B virus anti-viral therapy and at risk of developing hepatocellular carcinoma.