Yogesh Sharma, Arduino A Mangoni, Sudhir Rao, Isuru Kariyawasam Batuwaththagamage, Billingsley Kaambwa, Richard Woodman, Chris Horwood, Campbell Thompson
Objective: Unplanned readmissions are key indicators of hospital care quality, yet research on potentially avoidable unplanned readmissions (PAURs) remains limited. This study aimed to assess the prevalence, causes, and predictors of PAURs in an Australian tertiary hospital.
Methods: This retrospective cohort study included all unplanned readmissions to a general medicine unit between 1 July and 30 September 2022, in South Australia. Patients aged ≥18 years readmitted within 30 days of discharge were included. A panel of senior clinicians assessed the preventability of each readmission using predefined criteria. Data on demographics, comorbidities, frailty, inflammatory markers, and discharge factors were collected. Predictors of PAURs were examined using multivariable logistic regression and LASSO (least absolute shrinkage and selection operator) regression for sensitivity analysis.
Results: Among 381 readmissions, 80 (21%) were classified as potentially avoidable. The mean age was 68.7 years (s.d. 18.2), and 58.3% were female. The most common cause of PAURs was relapse of the condition treated during the index admission (43%), followed by treatment-related complications (22.8%). Contributing factors included suboptimal care during the index admission (43.8%) and inadequate post-discharge follow-up (30%). Compared to non-avoidable readmissions, PAUR patients were older, more frequently readmitted within 7 days, and had higher rates of coronary artery disease and congestive heart failure (CHF). They also had higher neutrophil-to-lymphocyte ratios (NLR) on admission. Multivariable analysis identified CHF (aOR 2.46, 95% CI 1.28-4.71) and elevated NLR (aOR 1.05, 95% CI 1.02-1.08) as independent predictors.
Conclusions: Over one in five readmissions were potentially avoidable, and only a few patient characteristics can predict avoidable readmissions.
目的非计划再入院是医院护理质量的关键指标,但对潜在可避免的非计划再入院(PAURs)的研究仍然有限。本研究旨在评估澳大利亚一家三级医院PAURs的患病率、病因和预测因素。方法:本回顾性队列研究纳入了2022年7月1日至9月30日期间在南澳大利亚一家普通医学单位的所有计划外再入院患者。年龄≥18岁的患者在出院30天内再次入院。一个由资深临床医生组成的小组使用预先确定的标准评估了每次再入院的可预防性。收集了人口统计学、合并症、虚弱、炎症标志物和出院因素的数据。使用多变量逻辑回归和LASSO(最小绝对收缩和选择算子)回归进行敏感性分析,检验PAURs的预测因子。结果381例再入院患者中有80例(21%)属于可避免再入院。平均年龄68.7岁(s.d 18.2), 58.3%为女性。最常见的原因是入院时治疗的疾病复发(43%),其次是治疗相关并发症(22.8%)。影响因素包括入院时护理不佳(43.8%)和出院后随访不足(30%)。与不可避免的再入院相比,PAUR患者年龄更大,7天内再入院的频率更高,冠状动脉疾病和充血性心力衰竭(CHF)的发生率更高。他们入院时也有较高的中性粒细胞与淋巴细胞比率(NLR)。多变量分析确定CHF (aOR 2.46, 95% CI 1.28-4.71)和NLR升高(aOR 1.05, 95% CI 1.02-1.08)为独立预测因子。结论超过五分之一的患者再入院是可以避免的,只有少数患者特征可以预测可避免的再入院。
{"title":"Prevalence and characteristics of potentially avoidable unplanned readmissions: a retrospective cohort study.","authors":"Yogesh Sharma, Arduino A Mangoni, Sudhir Rao, Isuru Kariyawasam Batuwaththagamage, Billingsley Kaambwa, Richard Woodman, Chris Horwood, Campbell Thompson","doi":"10.1071/AH24261","DOIUrl":"10.1071/AH24261","url":null,"abstract":"<p><strong>Objective: </strong>Unplanned readmissions are key indicators of hospital care quality, yet research on potentially avoidable unplanned readmissions (PAURs) remains limited. This study aimed to assess the prevalence, causes, and predictors of PAURs in an Australian tertiary hospital.</p><p><strong>Methods: </strong>This retrospective cohort study included all unplanned readmissions to a general medicine unit between 1 July and 30 September 2022, in South Australia. Patients aged ≥18 years readmitted within 30 days of discharge were included. A panel of senior clinicians assessed the preventability of each readmission using predefined criteria. Data on demographics, comorbidities, frailty, inflammatory markers, and discharge factors were collected. Predictors of PAURs were examined using multivariable logistic regression and LASSO (least absolute shrinkage and selection operator) regression for sensitivity analysis.</p><p><strong>Results: </strong>Among 381 readmissions, 80 (21%) were classified as potentially avoidable. The mean age was 68.7 years (s.d. 18.2), and 58.3% were female. The most common cause of PAURs was relapse of the condition treated during the index admission (43%), followed by treatment-related complications (22.8%). Contributing factors included suboptimal care during the index admission (43.8%) and inadequate post-discharge follow-up (30%). Compared to non-avoidable readmissions, PAUR patients were older, more frequently readmitted within 7 days, and had higher rates of coronary artery disease and congestive heart failure (CHF). They also had higher neutrophil-to-lymphocyte ratios (NLR) on admission. Multivariable analysis identified CHF (aOR 2.46, 95% CI 1.28-4.71) and elevated NLR (aOR 1.05, 95% CI 1.02-1.08) as independent predictors.</p><p><strong>Conclusions: </strong>Over one in five readmissions were potentially avoidable, and only a few patient characteristics can predict avoidable readmissions.</p>","PeriodicalId":93891,"journal":{"name":"Australian health review : a publication of the Australian Hospital Association","volume":" ","pages":""},"PeriodicalIF":1.4,"publicationDate":"2025-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144531564","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Objective: This study aimed to highlight trends in the utilisation of selected endometriosis treatments before and after the launch of the National Action Plan for Endometriosis and observe the impact of the action plan on the utilisation of these interventions.
Methods: Monthly Medicare and Pharmaceutical Benefits Scheme claims were used to represent the utilisation of laparoscopic resection and nafarelin for endometriosis. Time series analysis using autoregressive integrated moving average models was used to establish the trend in the utilisation of these treatments. An interruption was then applied at the launch of the plan, and a counterfactual prediction was modelled based on the claims made before the interruption. Factual values and counterfactual predictions were compared to evaluate the impact of the plan.
Results: The action plan was associated with an immediate increase of 3.94 Medicare Benefits Schedule claims per month (95% CI -44.61 to 52.50) and an estimated change in slope of 1.30 claims per month (95% confidence interval (CI) -3.80 to 6.30) for laparoscopic resection. Nafarelin dispensing after the launch of the action plan had an immediate increase of 68.30 dispensing claims per month (95% CI -4.34 to 141.03), with a slope change of -2.84 claims per month (95% CI -10.975 to 5.293).
Conclusions: The results suggest that although the action plan was linked with a marked immediate spike in the utilisation of nafarelin, it did not make any difference in the long term. However, it may have contributed to a small but steady increase in the utilisation of laparoscopic resection, used in severe cases of the condition.
目的本研究旨在强调在子宫内膜异位症国家行动计划启动前后选定子宫内膜异位症治疗方法的使用趋势,并观察行动计划对这些干预措施的使用的影响。方法使用每月医疗保险和药品福利计划的索赔来代表腹腔镜切除和纳伐林治疗子宫内膜异位症的应用。使用自回归综合移动平均模型的时间序列分析用于确定这些处理的利用趋势。然后在计划启动时应用中断,并根据中断前的声明建立反事实预测模型。通过比较事实值和反事实预测值来评估该计划的影响。结果该行动计划与每月3.94例医疗保险福利计划索赔的立即增加(95% CI为-44.61至52.50)和每月1.30例索赔的估计斜率变化(95%置信区间(CI)为-3.80至6.30)相关。在行动计划启动后,纳伐雷林分配每月立即增加68.30份分配索赔(95% CI -4.34至141.03),斜率变化为每月-2.84份索赔(95% CI -10.975至5.293)。结论:结果表明,尽管该行动计划与纳伐林的使用有明显的即时激增联系在一起,但从长期来看,它并没有产生任何差异。然而,它可能促成了一个小但稳定的增加,在腹腔镜切除术的应用,在严重的情况下使用。
{"title":"Trends in endometriosis interventions: an interrupted time series analysis following the Australian National Action Plan for Endometriosis (NAPE) 2018.","authors":"Chiemeka C Chinaka, Brenda Gannon, Jenny Doust","doi":"10.1071/AH25047","DOIUrl":"10.1071/AH25047","url":null,"abstract":"<p><strong>Objective: </strong>This study aimed to highlight trends in the utilisation of selected endometriosis treatments before and after the launch of the National Action Plan for Endometriosis and observe the impact of the action plan on the utilisation of these interventions.</p><p><strong>Methods: </strong>Monthly Medicare and Pharmaceutical Benefits Scheme claims were used to represent the utilisation of laparoscopic resection and nafarelin for endometriosis. Time series analysis using autoregressive integrated moving average models was used to establish the trend in the utilisation of these treatments. An interruption was then applied at the launch of the plan, and a counterfactual prediction was modelled based on the claims made before the interruption. Factual values and counterfactual predictions were compared to evaluate the impact of the plan.</p><p><strong>Results: </strong>The action plan was associated with an immediate increase of 3.94 Medicare Benefits Schedule claims per month (95% CI -44.61 to 52.50) and an estimated change in slope of 1.30 claims per month (95% confidence interval (CI) -3.80 to 6.30) for laparoscopic resection. Nafarelin dispensing after the launch of the action plan had an immediate increase of 68.30 dispensing claims per month (95% CI -4.34 to 141.03), with a slope change of -2.84 claims per month (95% CI -10.975 to 5.293).</p><p><strong>Conclusions: </strong>The results suggest that although the action plan was linked with a marked immediate spike in the utilisation of nafarelin, it did not make any difference in the long term. However, it may have contributed to a small but steady increase in the utilisation of laparoscopic resection, used in severe cases of the condition.</p>","PeriodicalId":93891,"journal":{"name":"Australian health review : a publication of the Australian Hospital Association","volume":" ","pages":""},"PeriodicalIF":1.4,"publicationDate":"2025-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144585822","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Online short summary What is known about the topic? Value-based health care (VBHC) is now enmeshed within Australian healthcare conversations as well as implementation strategies. What does this paper add? This paper explores the barriers and opportunities for VBHC and compares the differing paradigms of VBHC and health economics. What are the implications for practitioners? o harmonise the two, and realise VBHCs potential, we must bridge existing misalignments, experiment with hybrid models that integrate VBHC's focus on outcomes with health economic principles to ensure care is not just high value at the bedside, but also fair and efficient at the population level.
{"title":"The value equation: realising value based-health care's disruptive potential.","authors":"Adam G Elshaug","doi":"10.1071/AH25116","DOIUrl":"10.1071/AH25116","url":null,"abstract":"<p><p>Online short summary What is known about the topic? Value-based health care (VBHC) is now enmeshed within Australian healthcare conversations as well as implementation strategies. What does this paper add? This paper explores the barriers and opportunities for VBHC and compares the differing paradigms of VBHC and health economics. What are the implications for practitioners? o harmonise the two, and realise VBHCs potential, we must bridge existing misalignments, experiment with hybrid models that integrate VBHC's focus on outcomes with health economic principles to ensure care is not just high value at the bedside, but also fair and efficient at the population level.</p>","PeriodicalId":93891,"journal":{"name":"Australian health review : a publication of the Australian Hospital Association","volume":" ","pages":""},"PeriodicalIF":1.4,"publicationDate":"2025-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144762664","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jeanie Misko, Emma Fox, Tim Chang, Matthew Rawlins
Objective Intravenous medications are frequently used within hospital settings. To safely administer these medications to patients, further instructions are required on preparation and administration details. We describe a novel working group of hospital pharmacists (the Intravenous Medications Guidelines Working Group) formed with the aim to produce and maintain consistently high-quality, site-specific intravenous medication guidelines across a multi-site hospital group with complex needs. Methods The Intravenous Medications Guidelines Working Group consists of clinical pharmacists from multiple specialties and specialist pharmacists (medicines information, medication safety). The Intravenous Medications Guidelines Working Group meets monthly, and discusses feedback from end-users, improvements to consistency and readability of guidelines, as well as maintaining a robust review process. Results Since its inception nearly 10years ago, the Intravenous Medications Guidelines Working Group has reviewed 714 intravenous medication guidelines, maintaining a compliance review date for 98.4% of the 190 guidelines owned by the hospital group. Incident reports relating to high-risk intravenous medication preparation and administration are low (<1%). Informal feedback suggests the guidelines are also accessed from outside the hospital group via the state-based health intranet. Challenges remain in upskilling new pharmacy staff and further improving the usefulness of guidelines for end-user nursing staff. Conclusions A pharmacy team-based approach has consistently produced high-quality guidelines for hospital staff over a prolonged period with low clinical incident numbers. Ongoing staff investment, standardised processes and user feedback are key to maintaining a high standard.
{"title":"A novel format for management of intravenous medication guidelines - a pharmacist-led guideline working group.","authors":"Jeanie Misko, Emma Fox, Tim Chang, Matthew Rawlins","doi":"10.1071/AH25025","DOIUrl":"10.1071/AH25025","url":null,"abstract":"<p><p>Objective Intravenous medications are frequently used within hospital settings. To safely administer these medications to patients, further instructions are required on preparation and administration details. We describe a novel working group of hospital pharmacists (the Intravenous Medications Guidelines Working Group) formed with the aim to produce and maintain consistently high-quality, site-specific intravenous medication guidelines across a multi-site hospital group with complex needs. Methods The Intravenous Medications Guidelines Working Group consists of clinical pharmacists from multiple specialties and specialist pharmacists (medicines information, medication safety). The Intravenous Medications Guidelines Working Group meets monthly, and discusses feedback from end-users, improvements to consistency and readability of guidelines, as well as maintaining a robust review process. Results Since its inception nearly 10years ago, the Intravenous Medications Guidelines Working Group has reviewed 714 intravenous medication guidelines, maintaining a compliance review date for 98.4% of the 190 guidelines owned by the hospital group. Incident reports relating to high-risk intravenous medication preparation and administration are low (<1%). Informal feedback suggests the guidelines are also accessed from outside the hospital group via the state-based health intranet. Challenges remain in upskilling new pharmacy staff and further improving the usefulness of guidelines for end-user nursing staff. Conclusions A pharmacy team-based approach has consistently produced high-quality guidelines for hospital staff over a prolonged period with low clinical incident numbers. Ongoing staff investment, standardised processes and user feedback are key to maintaining a high standard.</p>","PeriodicalId":93891,"journal":{"name":"Australian health review : a publication of the Australian Hospital Association","volume":" ","pages":""},"PeriodicalIF":1.4,"publicationDate":"2025-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144777189","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
A reflection of the effectiveness of national health funding reforms to improve system efficiency and improve patient outcomes. Despite the complexities, policy levers exist that can promote value. However, a pressing question remains will those levers be used when activity is required to balance the budgets of our economies' largest employers.
{"title":"Value: in the eyes of the beholden.","authors":"Daniel O'Halloran","doi":"10.1071/AH25151","DOIUrl":"10.1071/AH25151","url":null,"abstract":"<p><p>A reflection of the effectiveness of national health funding reforms to improve system efficiency and improve patient outcomes. Despite the complexities, policy levers exist that can promote value. However, a pressing question remains will those levers be used when activity is required to balance the budgets of our economies' largest employers.</p>","PeriodicalId":93891,"journal":{"name":"Australian health review : a publication of the Australian Hospital Association","volume":" ","pages":""},"PeriodicalIF":1.4,"publicationDate":"2025-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144762665","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Value-based healthcare incorporates patient experience into the delivery of cost-effective and efficient health care delivery, but this does not occur seamlessly or in an ethical vacuum. The incorporation of effective complaints resolution processes, as a restorative justice mechanism, and robust integration of ethical principles into all aspects of clinical practice will create more patient-centred and compassionate healthcare.
{"title":"Navigating ethical landscapes and resolving grievances: cornerstones of value-based healthcare.","authors":"Grant Davies","doi":"10.1071/AH25150","DOIUrl":"10.1071/AH25150","url":null,"abstract":"<p><p>Value-based healthcare incorporates patient experience into the delivery of cost-effective and efficient health care delivery, but this does not occur seamlessly or in an ethical vacuum. The incorporation of effective complaints resolution processes, as a restorative justice mechanism, and robust integration of ethical principles into all aspects of clinical practice will create more patient-centred and compassionate healthcare.</p>","PeriodicalId":93891,"journal":{"name":"Australian health review : a publication of the Australian Hospital Association","volume":" ","pages":""},"PeriodicalIF":1.4,"publicationDate":"2025-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144762663","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Health systems widely talk about value, but too rarely acknowledge meaning - the human cost of unmet need, eroded trust, and invisible exclusion. This commentary makes the case that meaning must be treated as foundational, arguing that equitable value-based care depends on consumer voice genuinely shaping decisions.
{"title":"Listening for meaning: consumer voice in a system built on value.","authors":"Elizabeth Deveny","doi":"10.1071/AH25154","DOIUrl":"10.1071/AH25154","url":null,"abstract":"<p><p>Health systems widely talk about value, but too rarely acknowledge meaning - the human cost of unmet need, eroded trust, and invisible exclusion. This commentary makes the case that meaning must be treated as foundational, arguing that equitable value-based care depends on consumer voice genuinely shaping decisions.</p>","PeriodicalId":93891,"journal":{"name":"Australian health review : a publication of the Australian Hospital Association","volume":" ","pages":""},"PeriodicalIF":1.4,"publicationDate":"2025-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144762662","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Objective This study aims to outline the bureaucratic process of obtaining ethical and governance approval to undertake a research project on severe acute maternal morbidity (SAMM), highlighting the effect this had on performing research in a timely way. Methods A retrospective, descriptive case study evaluation, from the researcher's perspective, of the research ethics and governance process required, during 2022-2023, to conduct a retrospective audit of 20years of one SAMM event (peripartum hysterectomy) in five public maternity care facilities (two Hospital and Health Services (HHSs)) within a single state of Australia. Outcome measures included: the number of documents/forms completed, emails sent, phone calls/meetings held, number of people involved in approval, the number of submissions/re-submissions required and the time to obtain ethics/governance approval (working days). Results Ten data custodian approvals from within the same organisation were required to obtain peripartum hysterectomy data from five statewide databases and from local records in two HHSs. Overall, it took 268 working days from submission of the first ethics application to obtaining approval for the final governance application. Conclusions Cumbersome research approval processes consume a lot of research time. Our study exemplifies the continuing overregulation of low- and negligible-risk research that continues to limit investigation and prevention of serious obstetric conditions.
{"title":"Red tape delays maternal morbidity study: problems and possible solutions.","authors":"Joanne Frost, Edward Weaver, Leonie Callaway","doi":"10.1071/AH25018","DOIUrl":"10.1071/AH25018","url":null,"abstract":"<p><p>Objective This study aims to outline the bureaucratic process of obtaining ethical and governance approval to undertake a research project on severe acute maternal morbidity (SAMM), highlighting the effect this had on performing research in a timely way. Methods A retrospective, descriptive case study evaluation, from the researcher's perspective, of the research ethics and governance process required, during 2022-2023, to conduct a retrospective audit of 20years of one SAMM event (peripartum hysterectomy) in five public maternity care facilities (two Hospital and Health Services (HHSs)) within a single state of Australia. Outcome measures included: the number of documents/forms completed, emails sent, phone calls/meetings held, number of people involved in approval, the number of submissions/re-submissions required and the time to obtain ethics/governance approval (working days). Results Ten data custodian approvals from within the same organisation were required to obtain peripartum hysterectomy data from five statewide databases and from local records in two HHSs. Overall, it took 268 working days from submission of the first ethics application to obtaining approval for the final governance application. Conclusions Cumbersome research approval processes consume a lot of research time. Our study exemplifies the continuing overregulation of low- and negligible-risk research that continues to limit investigation and prevention of serious obstetric conditions.</p>","PeriodicalId":93891,"journal":{"name":"Australian health review : a publication of the Australian Hospital Association","volume":" ","pages":""},"PeriodicalIF":1.4,"publicationDate":"2025-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144818642","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Michele Fiorentino, Michael M Dinh, Radhika Seimon, Kendall Bein
Objective This study aimed to investigate the relationship between emergency department (ED) patient volume at time of presentation and risk of departing before commencing treatment in the ED (did not wait; DNW). Methods A retrospective analysis of linked data was conducted using the New South Wales Emergency Department Data Collection for level 5 and level 6 hospitals, between April 2022 and March 2023. ED patient volume was measured at the time of each patient's presentation and categorised into quintiles by hospital level. Patients who DNW were compared to those who waited, using multivariable logistic regression to identify independent predictors of DNW, such as rising ED patient volumes, age, triage category, and time of presentation. Results Out of 1,673,247 ED presentations, 155,425 (9.29%) patients were recorded as DNW. ED patient volume was a significant predictor of increased likelihood of DNW, with those presenting when the ED was at the highest patient volume quintile being 3.5 times more likely not to wait compared to the lowest quintile of patient volume after adjusting for relevant characteristics such as age, triage category, and time of presentation. Conclusion ED patient volume was a significant predictor of DNW with a direct dose-response relationship observed further emphasising the effect of ED overcrowding on the quality of care in EDs.
{"title":"Relation between emergency department patient volume at time of patient arrival and likelihood of patient to 'wait' for clinical care. A state-wide data linkage analysis from New South Wales, Australia.","authors":"Michele Fiorentino, Michael M Dinh, Radhika Seimon, Kendall Bein","doi":"10.1071/AH24318","DOIUrl":"10.1071/AH24318","url":null,"abstract":"<p><p>Objective This study aimed to investigate the relationship between emergency department (ED) patient volume at time of presentation and risk of departing before commencing treatment in the ED (did not wait; DNW). Methods A retrospective analysis of linked data was conducted using the New South Wales Emergency Department Data Collection for level 5 and level 6 hospitals, between April 2022 and March 2023. ED patient volume was measured at the time of each patient's presentation and categorised into quintiles by hospital level. Patients who DNW were compared to those who waited, using multivariable logistic regression to identify independent predictors of DNW, such as rising ED patient volumes, age, triage category, and time of presentation. Results Out of 1,673,247 ED presentations, 155,425 (9.29%) patients were recorded as DNW. ED patient volume was a significant predictor of increased likelihood of DNW, with those presenting when the ED was at the highest patient volume quintile being 3.5 times more likely not to wait compared to the lowest quintile of patient volume after adjusting for relevant characteristics such as age, triage category, and time of presentation. Conclusion ED patient volume was a significant predictor of DNW with a direct dose-response relationship observed further emphasising the effect of ED overcrowding on the quality of care in EDs.</p>","PeriodicalId":93891,"journal":{"name":"Australian health review : a publication of the Australian Hospital Association","volume":" ","pages":""},"PeriodicalIF":1.4,"publicationDate":"2025-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144982266","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Timothy Lathlean, Abbey Chilcott, Michael Shobbrook Am, Colleen Papadopoulos, Rechu Divakar, Lee Barclay, Kirsten Hibberd, Eva Saar, Jade Tan
Objective This study aims to understand workforce retention and attrition of chiropractors in Australia. Methods An online survey of chiropractors in 2024 and a retrospective analysis of 10years of Australian Health Practitioner Regulation Agency (Ahpra) registration data were undertaken. Results Of 1513 surveyed chiropractors, 80.0% intended to continue in the profession, 6.6% intended to leave (excluding retirement), 6.7% were unsure, and the remainder were retired. Seventy percent of those intending to leave planned to do so within 1year. Top reasons included unsatisfactory remuneration (35.4%), lack of recognition/feeling undervalued (31.3%), work no longer professionally satisfying (31.3%), work no longer fulfilling/meaningful (29.2%), and retirement (29.2%). Those with limited registration status, working outside 20 to 49h per week, and on casual or temporary contracts are also more likely to not renew or be unsure. Australian Health Practitioner Regulation Agency (Ahpra) data (2014-2023) showed a 12.2% increase in registered chiropractors per 100,000 of the Australian population and a 15.8% rise in replacement rate (with fluctuations). Conclusions The overall number of chiropractors has increased from 2014 to 2023, and the replacement rate increased from 2015 to 2023. This highlights growth in the profession despite some issues in workforce stability, particularly among those with limited registration, non-standard work hours per week, and casual/temporary contract status. Addressing intrinsic and workplace factors such as remuneration, workplace recognition, and job satisfaction may improve retention.
{"title":"Retention and attrition of chiropractors in Australia: the Workforce Retention and Attrition Project.","authors":"Timothy Lathlean, Abbey Chilcott, Michael Shobbrook Am, Colleen Papadopoulos, Rechu Divakar, Lee Barclay, Kirsten Hibberd, Eva Saar, Jade Tan","doi":"10.1071/AH25104","DOIUrl":"10.1071/AH25104","url":null,"abstract":"<p><p>Objective This study aims to understand workforce retention and attrition of chiropractors in Australia. Methods An online survey of chiropractors in 2024 and a retrospective analysis of 10years of Australian Health Practitioner Regulation Agency (Ahpra) registration data were undertaken. Results Of 1513 surveyed chiropractors, 80.0% intended to continue in the profession, 6.6% intended to leave (excluding retirement), 6.7% were unsure, and the remainder were retired. Seventy percent of those intending to leave planned to do so within 1year. Top reasons included unsatisfactory remuneration (35.4%), lack of recognition/feeling undervalued (31.3%), work no longer professionally satisfying (31.3%), work no longer fulfilling/meaningful (29.2%), and retirement (29.2%). Those with limited registration status, working outside 20 to 49h per week, and on casual or temporary contracts are also more likely to not renew or be unsure. Australian Health Practitioner Regulation Agency (Ahpra) data (2014-2023) showed a 12.2% increase in registered chiropractors per 100,000 of the Australian population and a 15.8% rise in replacement rate (with fluctuations). Conclusions The overall number of chiropractors has increased from 2014 to 2023, and the replacement rate increased from 2015 to 2023. This highlights growth in the profession despite some issues in workforce stability, particularly among those with limited registration, non-standard work hours per week, and casual/temporary contract status. Addressing intrinsic and workplace factors such as remuneration, workplace recognition, and job satisfaction may improve retention.</p>","PeriodicalId":93891,"journal":{"name":"Australian health review : a publication of the Australian Hospital Association","volume":" ","pages":""},"PeriodicalIF":1.4,"publicationDate":"2025-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144823409","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}