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1.
Int Emerg Nurs ; 71: 101372, 2023 Nov.
Article in English | MEDLINE | ID: mdl-37852061

ABSTRACT

BACKGROUND: Hospital emergency departments (EDs) are experiencing a growth in presentations with mental health (MH) diagnoses. AIM: Describe and compare sociodemographic characteristics and clinical outcomes for people with MH and non-MH diagnoses. METHODS: A retrospective study examined routinely collected data for ED presentations in a health district in western Sydney, Australia from 2016 to 2019. Regression models examined variables according to MH status, overall and by age. RESULTS: Individuals with MH diagnoses accounted for 3.4% of 647,787 ED presentations. MH presentations were most commonly female (51.5%), aged 16-39 years (62.5%), arrived after hours (60.3%) and via ambulance (52.8%). MH presentations were more likely to be triaged category 2 (OR = 1.58,95%CI = 1.54-1.63) and not seen on time (OR = 1.20,95%CI = 1.17-1.24). They had higher odds of a longer ED stay (OR = 1.96,95%CI = 1.90-20.1), after which they were less likely to be admitted (OR = 0.56, 95%CI = 0.55-0.58) and more likely to be transferred (OR = 3.81,95%CI = 3.66-3.97) or leave before treatment was completed (OR = 1.83,95%CI = 1.74-1.92). CONCLUSION: Characteristics and outcomes for people presenting to ED with a MH diagnosis significantly differ from those without a MH diagnosis. Provision of timely care is a particular concern. Identifying causes for delays within and external to the ED, and implementing targeted strategies to ameliorate them are required to optimise care.


Subject(s)
Hospitalization , Mental Health , Humans , Female , Retrospective Studies , Length of Stay , Emergency Service, Hospital
2.
Australas Psychiatry ; 31(1): 53-57, 2023 02.
Article in English | MEDLINE | ID: mdl-36651330

ABSTRACT

OBJECTIVE: To examine the association between self-rated mental health (SRMH) and psychological distress (PD) at multiple periods and subsequently assess the potential of SRMH as a screening tool. METHOD: Staff working at a designated COVID-19 hospital in Sydney, Australia during March to May 2020 completed the SRMH and Kessler Psychological Distress Scale (K10) within a larger survey examining the pandemic's impact on health and well-being. SRMH was assessed before the pandemic (baseline), during its first peak in 2020 (time 2) and several months later (time 3). K10 was assessed for time 2 and time 3. All assessments took place at time 3. RESULTS: At time 2, 80% of respondents with high PD and 25% with low PD reported poor SRMH (χ2 = 21.3, p < .0001). At time 3, 90% with low PD reported good SRMH. Risk of high PD was greater for respondents with persistently poor SRMH (time 2: OR = 18.2, 95% CI = 7.7-42.8; time 3: OR = 14.4, 95% CI = 6.9-29.9) and, to a lesser extent, for those whose SRMH declined (time 2: OR = 11.6, 95% CI = 6.6-20.4; time 3: OR = 13.8, 95% CI = 2.9-66.9), compared to those with persistently good SRMH. CONCLUSIONS: During a crisis SRMH can identify the majority of those most likely to benefit from additional assessment and support. Persistently poor SRMH indicates highest risk, detectable from routine screening.


Subject(s)
COVID-19 , Mental Health , Humans , Surveys and Questionnaires , Australia
3.
Health Inf Manag ; 52(1): 28-36, 2023 Jan.
Article in English | MEDLINE | ID: mdl-33325250

ABSTRACT

BACKGROUND: Administrative data and clinician documentation have not been directly compared for reporting palliative care, despite concerns about under-reporting. OBJECTIVE: The aim of this study was to verify the use of routinely collected administrative data for reporting in-hospital palliation and to examine factors associated with coded palliative care in hospital administrative data. METHOD: Hospital administrative data and inpatient palliative care activity documented in medical records were compared for patients dying in hospital between 1 July 2017 and 31 December 2017. Coding of palliative care in administrative data is based on hospital care type coded as "palliative care" and/or assignment of the International Statistical Classification of Diseases and Related Health Problems, Tenth Revision, Australian Modification (ICD-10-AM) palliative care diagnosis code Z51.5. Medical records were searched for specified keywords, which, read in context, indicated a palliative approach to care. The list of keywords (palliative, end of life, comfort care, cease observations, crisis medications, comfort medications, syringe driver, pain or symptom management, no cardiopulmonary resuscitation, advance medical plan/resuscitation plan, deteriorating, agitation, restless and delirium) was developed in consultation with seven local clinicians specialising in palliative care or geriatric medicine. RESULTS: Of the 576 patients who died in hospital, 246 were coded as having received palliative care, either solely by the ICD-10-AM diagnosis code Z51.5 (42%) or in combination with a "palliative care" care type (58%). Just over one-third of dying patients had a palliative care specialist involved in their hospital care. Involvement of a palliative care specialist and a cancer diagnosis substantially increased the odds of a Z51.5 code (odds ratio = 11 and 4, respectively). The majority of patients with a "syringe driver" or identified as being at the "end of life" were assigned a Z51.5 code (73.5% and 70.5%, respectively), compared to 53.8% and 54.7%, respectively, for "palliative" or "comfort care." For each keyword indicating a palliative approach to care, the Z51.5 code was more likely to be assigned if the patient had specialist palliative care input or if they had cancer. CONCLUSION: Our results suggest administrative data under-represented in-hospital palliative care, at least partly due to medical record documentation that failed to meet ICD-10-AM coding criteria. Collaboration between clinicians and coders can enhance the quality of records and, consequently, administrative data.


Subject(s)
Neoplasms , Palliative Care , Humans , Aged , Length of Stay , Australia , Medical Records
4.
PLoS One ; 17(12): e0278479, 2022.
Article in English | MEDLINE | ID: mdl-36454875

ABSTRACT

Health care workers' (HCWs) lived experiences and perceptions of the pandemic can prove to be a valuable resource in the face of a seemingly persistent Novel coronavirus disease 2019 (COVID-19)-to inform ongoing efforts, as well as identify components essential to a crisis preparedness plan and the issues pertinent to supporting relevant, immediate change. We employed a phenomenological approach and, using purposive sampling, conducted 39 semi-structured interviews with senior healthcare professionals who were employed at a designated COVID-19 facility in New South Wales (NSW), Australia during the height of the pandemic in 2020. Participants comprised administrators, heads of department and senior clinicians. We obtained these HCWs' (i) perspectives of their lived experience on what was done well and what could have been done differently and (ii) recommendations on actions for current and future crisis response. Four themes emerged: minimise the spread of disease at all times; maintain a sense of collegiality and informed decision-making; plan for future crises; and promote corporate and clinical agility. These themes encapsulated respondents' insights that should inform our capacity to meet current needs, direct meaningful and in situ change, and prepare us for future crises. Respondents' observations and recommendations are informative for decision-makers tasked with mobilising an efficacious approach to the next health crisis and, in the interim, would aid the governance of a more robust workforce to effect high quality patient care in a safe environment.


Subject(s)
COVID-19 , Humans , COVID-19/epidemiology , COVID-19/prevention & control , Australia , Health Facilities , Pandemics/prevention & control , Delivery of Health Care
5.
Psychol Rep ; : 332941221139719, 2022 Nov 22.
Article in English | MEDLINE | ID: mdl-36413372

ABSTRACT

Increased loneliness associated with the COVID-19 pandemic has been widely reported, with healthcare workers at increased risk compared to the general population. Pre-pandemic research indicates that loneliness has long-term detrimental effects on mental well-being, but the effect of loneliness in the context of COVID-19 is not clear. We conducted an online survey of healthcare workers (HCWs) at a large teaching hospital in Sydney, Australia after the peak of the first wave of the pandemic in 2020. Over one-third experienced loneliness at the peak of the first wave. An observed association with high psychological distress in subsequent months was attenuated after adjusting for status of mental well-being during the peak and before the pandemic. Mental well-being during the peak of the pandemic and, to a lesser extent, mental well-being before the pandemic were the strongest predictors of later distress. Increased conflict at home was also predictive of later distress. The mental health of HCWs is an important consideration at any time and is especially so in the face of crises such as the current global pandemic. Strategies to enhance baseline mental well-being and bolster well-being during crisis situations should assist HCWs cope with unexpected stressors and reduce the associated detrimental psychological consequences.

6.
Workplace Health Saf ; 70(11): 500-508, 2022 Nov.
Article in English | MEDLINE | ID: mdl-35801569

ABSTRACT

BACKGROUND: We sought the opinions of health care workers (HCWs) at a designated COVID-19 facility receiving the first cases to identify workplace modifications and inform effective changes to maximize health and safety at the onset of a crisis. METHODS: A cross-sectional study utilized open- and close-ended questions gathered demographic and work details, experiences and perspectives on infection control, communication, support, and the workplace. Qualitative data were analyzed thematically and quantitative were analyzed using descriptive statistics. FINDINGS: Of 340 HCWs, most approved of the organization's response to minimizing risk (81.0%), infection control training (81.1%), and supplies (74.3%). Key actions included up-to-date guidelines (93.6%) and specialized infectious diseases clinics (94.9%). Conclusions: HCWs rated the organization's adaptive changes highly, noting areas for improvement such as transparency and timeliness of communication. Incorporating input from HCWs when responding to health crises was beneficial to maximize staff health and safety and consequently that of patients.


Subject(s)
COVID-19 , Humans , Pandemics , SARS-CoV-2 , Cross-Sectional Studies , Health Personnel , Delivery of Health Care
7.
Psychiatry Res Commun ; 2(2): 100050, 2022 Jun.
Article in English | MEDLINE | ID: mdl-35502333

ABSTRACT

Loneliness is a major public health issue with renewed prominence due to the COVID-19 pandemic and associated social restrictions. Healthcare workers (HCWs) may be at heightened risk, but research is lacking. We measured the prevalence of loneliness among HCWs during the pandemic in 2020 and examined pre-pandemic predictors and pandemic experiences associated with loneliness. HCWs at a designated COVID-19 hospital in Sydney, Australia completed an online survey examining health and well-being before and during the pandemic and changes to work, family and social experiences. Loneliness had negatively affected the well-being of 129 (39%) respondents (n â€‹= â€‹330). Pre-pandemic factors predicting loneliness were younger age (<30years compared to ≥50years), having ever been told you had a mental health problem and living alone. These became non-significant when pandemic-related factors were added to the regression. Less contact with family and friends, increased conflict at home, and living alone or with family but not a partner, increased the odds of loneliness, while a sense of camaraderie with colleagues had the opposite effect. Psychological distress and poor mental health during the pandemic were also positively associated with loneliness. Efforts to promote congenial social contacts may be effective in averting loneliness among HCWs.

8.
Telemed J E Health ; 28(12): 1796-1805, 2022 12.
Article in English | MEDLINE | ID: mdl-35417264

ABSTRACT

Aims: To determine changes in the use of telehealth and face-to-face consultations for antenatal care (ANC) associated with the COVID-19 pandemic and to identify the groups of women most affected. Materials and Methods: Routine administrative data from three public hospitals in a Local Health District in New South Wales, Australia, were analyzed. Data from 19,171 women who gave birth before the pandemic started (January 2018-January 2020) were compared with data of 5,479 women who gave birth after the pandemic started (December 2020-June 2021). Results: One in eight antenatal services after the pandemic started was a telehealth consultation. The average number of telehealth consultations per woman increased by 0.6 (0.7-1.3, adjusted incidence rate ratio [IRR] = 1.71, p < 0.001), while face-to-face visits decreased by 1.4 (10.6-9.2, adjusted IRR = 0.87, p < 0.001), resulting in an overall reduction of 0.8 (11.3-10.5, p < 0.001) services (7.1%). The increase in telehealth consultations was evident in all groups, but was greatest among women attending the smallest hospital, younger women, and Indigenous women. Most groups of women experienced a reduction in the number of face-to-face and total consultations, but the greatest reductions were among women who attended the largest hospital, received shared care, were older than 35 years, or had conceived through in vitro fertilization. Conclusions: Use of telehealth accounted for a small proportion of total ANC services; its increase did not compensate for the reduction in face-to-face visits, which might have resulted from the lack of suitable equipment, access to facilities, and skills or willingness to engage in telehealth. Ultimately there was an overall reduction of service utilization, which was not uniform among different groups of women.


Subject(s)
COVID-19 , Telemedicine , Female , Pregnancy , Humans , Pandemics , COVID-19/epidemiology , Prenatal Care/methods , Telemedicine/methods , Australia/epidemiology
10.
BMC Health Serv Res ; 21(1): 1002, 2021 Sep 22.
Article in English | MEDLINE | ID: mdl-34551775

ABSTRACT

BACKGROUND: Most studies examining the psychological impact of COVID-19 on healthcare workers (HCWs) have assessed well-being during the initial stages or the peak of the first wave of the pandemic. We aimed to measure the impact of COVID-19 and potential changes over time in its impact, on the health and well-being of HCWs in an Australian COVID-19 hospital. METHODS: An online questionnaire assessed current and retrospective physical and mental health; psychological distress (Kessler Psychological Distress Scale); lifestyle behaviours; and demographics, providing measures of health and wellbeing at three phases of the pandemic. Targeted staff were invited to participate via email and in-person. Additional promotional activities were directed to all staff. Changes in general health, mental health and psychological distress were examined using McNemar's Chi-square. Associations between other categorical variables were tested using Chi-Square or non-parametric equivalents as appropriate. Logistic regression explored risk factors for current distress. RESULTS: Four hundred thirty-three eligible HCWs answered all (74 %) or part of the questionnaire. Current self-rated health and mental health were significantly better than during the height of the pandemic, but had not returned to pre-pandemic levels. Psychological distress was significantly more common during the height of the pandemic (34.2 %) than currently (22.4 %), and during the height of the pandemic distress was significantly more common among younger than older HCWs. Females were significantly more likely to be distressed that males currently, but not during the height of the pandemic. High distress during the height of the pandemic was more likely to be maintained by HCWs who were less physically active than usual during the height of the pandemic (OR = 5.5); had low self-rated mental health before the pandemic (OR = 4.8); and who had 10 or more years of professional experience (OR = 3.9). CONCLUSIONS: The adverse effects of the pandemic on HCWs have lessened with the easing of pandemic demands, but health and well-being have not reverted to pre-pandemic levels. This indicates continued exposure to elevated levels of stress and/or a sustained effect of earlier exposure. Initiatives that provide ongoing support beyond the pandemic are needed to ensure that HCWs remain physically and mentally healthy and are able to continue their invaluable work.


Subject(s)
COVID-19 , Australia/epidemiology , Cross-Sectional Studies , Female , Health Personnel , Hospitals , Humans , Male , Retrospective Studies , SARS-CoV-2
11.
Am J Hosp Palliat Care ; 38(3): 216-222, 2021 Mar.
Article in English | MEDLINE | ID: mdl-32662294

ABSTRACT

OBJECTIVE: To quantify and examine specialist palliative care (SPC) in-hospital activity and compare it to routinely collected administrative data on palliative care (PC). METHODS: All patients discharged from a large acute care tertiary hospital in New South Wales, Australia, between July 1 and December 31, 2017, were identified from the hospital's data warehouse. Administrative data were supplemented with information from the electronic medical record for hospital stays which were assigned the PC additional diagnosis code (Z51.5); had a "palliative care" care type; or included SPC consultation. RESULTS: Of 34 653 hospital stays, 524 were coded as receiving PC-based on care type (43%) and/or diagnosis code Z51.5 (100%). Specialist palliative care provided 1717 consultations over 507 hospital stays. Patients had 2 (median; interquartile range: 1-4) consultations during an average stay of 15.3 days (SD 15.78; median 10); the first occurred 7.0 days (SD 12.13; median 3) after admission. Of patient stays with an SPC consultation, 70% were assigned the PC Z51.5 code; 60% were referred for symptom management; 68% had cancer. One hundred forty-one patients were under a palliative specialist-either from initial hospital admission (49.6%) or later in their stay. CONCLUSIONS: Palliative care specialists provide expert input into patient management, benefitting patients and other clinicians. Administrative data inadequately capture their involvement in patient care, especially consultations, and are therefore inappropriate for reporting SPC activity. Exclusion of information related to SPC activity results in an incomplete and distorted representation of PC services and fails to acknowledge the valuable contribution made by SPC.


Subject(s)
Neoplasms , Palliative Care , Australia , Humans , Referral and Consultation , Tertiary Care Centers
12.
Aust Health Rev ; 45(1): 117-123, 2021 Feb.
Article in English | MEDLINE | ID: mdl-33213692

ABSTRACT

Objective This study investigated variation in in-hospital palliative care according to the decedent's country of birth. Methods A retrospective cohort study was performed of 73469 patients who died in a New South Wales public hospital between July 2010 and June 2015 and were diagnosed with a palliative care-amenable condition. Differences in receipt of palliative care by country of birth were examined using multilevel logistic regression models adjusted for confounding. Results In this cohort, 26444 decedents received palliative care during their last hospital stay. In the adjusted analysis, 40% rate differences (median odds ratio 1.39; 95% confidence interval 1.31-1.51) were observed in receipt of palliative care between country of birth groups. Conclusions There are differences in in-hospital palliative care at the end of life between population groups born in different countries living in Australia. The implementation of culturally sensitive palliative care programs may help reduce these inequalities. Further studies are needed to identify the determinants of the differences observed in this study and to investigate whether these differences persist in the community setting. What is known about the topic? International studies have reported inequities in access to palliative care between ethnic groups. What does this paper add? We observed differences in in-hospital palliative care between decedents from different countries of birth in New South Wales, Australia. These differences remained after adjusting for individual, area and hospital characteristics. What are the implications for practitioners? Implementation of culturally sensitive palliative care services and targeting groups with low rates of palliative care can reduce these inequalities and improve a patient's quality of life.


Subject(s)
Palliative Care , Quality of Life , Australia , Cohort Studies , Death , Female , Hospitalization , Humans , New South Wales/epidemiology , Retrospective Studies
13.
BMJ Support Palliat Care ; 10(3): e27, 2020 Sep.
Article in English | MEDLINE | ID: mdl-30409775

ABSTRACT

OBJECTIVE: Use of palliative care in hospitals for people at end of life varies. We examined rate and time of in-hospital palliative care use and associated interhospital variations. METHODS: We used admissions from all hospitals in New South Wales, Australia, within a 12-month period, for a cohort of adults who died in 73 public acute care hospitals between July 2010 and June 2014. Receiving palliative care and its timing were based on recorded use. RESULTS: Among 90 696 adults who died, 27% received palliative care, and the care was initiated 7.6 days (mean; SD: 3.3 days) before death. Over the 5-year period, the palliative care rate rose by 58%, varying extent across chronic conditions. The duration of palliative care before death declined by 7%. Patient (demographics, morbidities and service use) and hospital factors (size, location and availability of palliative care unit) explained half of the interhospital variation in outcomes: adjusted IQR in rate and duration of palliative care among hospitals were 23%-39% and 5.2-8.7 days, respectively. Hospitals with higher rates often initiated palliative care earlier (correlation: 0.39; p<0.01). CONCLUSION: Despite an increase over time in the palliative care rate, its initiation was late and of brief duration. Palliative care use was associated with patient and hospital characteristics; however, half of the between hospital variation remained unexplained. The observed suboptimal practices and variability indicate the need for expanded and standardised use of palliative care supported by assessment tools, service enhancement and protocols.


Subject(s)
Facilities and Services Utilization/statistics & numerical data , Hospice and Palliative Care Nursing/statistics & numerical data , Inpatients/statistics & numerical data , Palliative Care/statistics & numerical data , Patient Acceptance of Health Care/statistics & numerical data , Adult , Aged , Aged, 80 and over , Australia , Chronic Disease/therapy , Female , Hospitalization , Hospitals , Humans , Male , Middle Aged , New South Wales , Retrospective Studies , Terminal Care , Time Factors
14.
J Aging Health ; 32(7-8): 708-723, 2020.
Article in English | MEDLINE | ID: mdl-31130055

ABSTRACT

Objective: Hospital use increases in the last 3 months of life. We aimed to examine its association with where people live and its variation across a large health jurisdiction. Methods: We studied a number of emergency department presentations and days spent in hospital, and in-hospital deaths among decedents who were hospitalized within 30 days of death across 153 areas in New South Wales (NSW), Australia, during 2010-2015. Results: Decedents' demographics and health status were associated with hospital use. Primary care and aged care supply had no or minimal influence, as opposed to the varying effects of areal factors-socioeconomic status, remoteness, and distance to hospital last admitted. Overall, there was an approximate 20% difference in hospital use by decedents across areas. In all, 18% to 57% of areas had hospital use that differed from the average. Discussion: The observed disparity can inform targeted local efforts to strengthen the use of community care services and reduce the burden of end-of-life care on hospitals.


Subject(s)
Emergency Service, Hospital/statistics & numerical data , Patient Acceptance of Health Care/statistics & numerical data , Terminal Care , Aged , Aged, 80 and over , Female , Hospitalization/statistics & numerical data , Humans , Male , Medical Overuse/prevention & control , New South Wales/epidemiology , Retrospective Studies , Socioeconomic Factors , Terminal Care/methods , Terminal Care/statistics & numerical data
15.
Intern Med J ; 49(4): 467-474, 2019 04.
Article in English | MEDLINE | ID: mdl-30043405

ABSTRACT

BACKGROUND: Place of death is an important indicator in palliative care, as out-of-hospital death is often preferred by patients and is less costly for the healthcare system. AIM: To examine variation and contributing factors in out-of-hospital death after receiving palliative care in hospital to inform improvement in transition of care between hospitals and communities. METHODS: Using hospital linked data (July 2010, June 2015) we followed individuals aged 50 or older who received palliative care in hospital and within 3 months to death who were last admitted to a public acute-care hospital in New South Wales, Australia (73 hospitals). RESULTS: Among 25 359 palliative care inpatients, 3677 (14%) died out of hospital. The out-of-hospital death rate was lower for younger patients, males and those living in the most deprived areas; it was higher for cancer patients and those who received palliative care before their last admission. Hospital size, location and availability of hospice care unit were not influential. Across hospitals, the median crude rate of out-of-hospital death was 14% (interquartile range 10-19%). The contributing factors explained 19% of the variation, resulting in a rate difference of 44% between hospitals with high versus low rates; 25% of hospitals had a higher and 14% had a lower than average adjusted out-of-hospital death rate. CONCLUSION: The majority of patients who received palliative care in hospital stayed in hospital until death. The variation in out-of-hospital death across hospitals was considerable and mostly remained unexplained. This variability warrants investigation into transition of palliative care between hospitals and communities to inform interventions.


Subject(s)
Chronic Disease/mortality , Death , Hospitals, Public/statistics & numerical data , Inpatients/statistics & numerical data , Palliative Care/statistics & numerical data , Aged , Aged, 80 and over , Chronic Disease/therapy , Female , Hospital Mortality , Humans , Male , Middle Aged , Neoplasms/mortality , Neoplasms/therapy , New South Wales/epidemiology , Retrospective Studies
16.
Intern Med J ; 49(2): 232-239, 2019 Feb.
Article in English | MEDLINE | ID: mdl-30091196

ABSTRACT

BACKGROUND: Palliative care can benefit all patients with life-limiting diseases. AIM: To describe hospital use in the final year of life, timing of palliative care and variations by age and disease for patients receiving inpatient palliative care. METHODS: Retrospective cohort study of all New South Wales residents aged 50 years and older who died (decedents) between July 2010 and June 2015 in hospital or within 30 days of discharge. Care type and diagnosis codes identified decedents who received inpatient palliative care. RESULTS: Of 150 770 decedents, 34.4% received palliative care a median of 10 days before death. Decedents were more likely to receive palliative care if they had cancer (64.7% vs 13.3% for those without chronic conditions) or were younger (46.3% vs 25.0% of the oldest decedents). In their last year of life, palliated decedents, on average, had three emergency department presentations and four hospital admissions - one involving surgery and one where palliation was the intent of care. Of the 30.1 days spent in hospital, 8.7 days involved palliative care. Older age and non-cancer diagnoses were associated with fewer days of inpatient palliation and shorter time between first palliative admission and death. Decedents dying out of hospital started palliative care 18 days earlier than those dying in hospital. CONCLUSION: Most decedents did not receive palliative care during hospital admission, and even then only very late in life, limiting its benefits. Improved recognition of palliative need, including earlier identification regardless of age and disease, will enhance the quality of care for the dying.


Subject(s)
Chronic Disease/therapy , Inpatients/statistics & numerical data , Neoplasms/therapy , Palliative Care/statistics & numerical data , Patient Acceptance of Health Care/statistics & numerical data , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged , New South Wales , Patient Admission/statistics & numerical data , Patient Discharge/statistics & numerical data , Retrospective Studies , Time Factors
17.
Intern Med J ; 48(9): 1137-1141, 2018 09.
Article in English | MEDLINE | ID: mdl-30182393

ABSTRACT

Venous thromboembolism (VTE) is a potentially preventable adverse effect of hospitalisation. Inter-hospital variation in the incidence of hospital-associated VTE (HA-VTE) and timing of diagnosis (in-hospital or post-discharge) in New South Wales public hospitals were examined. Large variations in incidence (22% risk difference) and post-discharge diagnosis (115% odds difference) were evident after adjustment for case mix, which only explained 59% and 32% of inter-hospital variation respectively. The need for improved compliance with best practice guidelines is reinforced.


Subject(s)
Hospitalization/statistics & numerical data , Hospitals, Public/statistics & numerical data , Venous Thromboembolism/diagnosis , Venous Thromboembolism/epidemiology , Adolescent , Adult , Aged , Aged, 80 and over , Female , Humans , Incidence , Male , Middle Aged , New South Wales/epidemiology , Risk Factors , Time Factors , Young Adult
18.
Intern Med J ; 48(2): 157-165, 2018 02.
Article in English | MEDLINE | ID: mdl-29139173

ABSTRACT

BACKGROUND: Hospital-associated venous thromboembolism (HA-VTE) is a serious adverse event, preventable with appropriate care during and post-admission. Accurate measurement of in-hospital and post-discharge incidences is essential for implementation and evaluation of prevention strategies and monitoring. AIMS: To estimate in-hospital and post-discharge diagnosed VTE, trends and risk factors. METHODS: This was a population-based study in New South Wales, Australia, using linked hospital admission and emergency department data for 2010-2013 of adult patients with a minimum stay of 48 h. HA-VTE were diagnosed in-hospital or post-discharge (within 90 days). Multi-level modelling schemes produced adjusted rates and ratios for patient, admission and hospital-related characteristics. RESULTS: From 1 865 059 admissions, the HA-VTE incidence rate was 9.7 per 1000 admissions; 71% were diagnosed post-discharge, and 4.3% died with a greater risk for VTE diagnosed in hospital compared to post-discharge (8.4% vs 2.6%, P < 0.001). Compared with surgical patients, medical patients developed fewer HA-VTE (IRR = 0.60, 95% CI: 0.58-0.63) but were more likely to be diagnosed post-discharge (OR = 2.19; 95% CI: 2.00-2.40). HA-VTE increased 6.5% over the period, driven by the 44% increase in in-hospital diagnoses and not by the 9% decrease in post-discharge diagnoses. CONCLUSIONS: HA-VTE is a continuing burden, and diagnosis after recent hospital discharge is notably high. Incidence varies across patients and facilities, highlighting the need for individual VTE risk assessment. Inclusive measures and routine monitoring of HA-VTE incidence and mortality are essential for implementing best practice and assessing effectiveness of prevention strategies.


Subject(s)
Hospital Administration/trends , Hospitals/trends , Patient Discharge/trends , Venous Thromboembolism/diagnosis , Venous Thromboembolism/epidemiology , Female , Hospital Administration/statistics & numerical data , Hospital Mortality/trends , Hospitalization/trends , Humans , Incidence , Male , New South Wales/epidemiology , Risk Factors , Statistics as Topic/trends
20.
Int J Med Inform ; 94: 182-90, 2016 10.
Article in English | MEDLINE | ID: mdl-27573326

ABSTRACT

AIM: During 2008-2011 Australian Coding Standards mandated a causal relationship between diabetes and inpatient care as a criterion for recording diabetes as a comorbidity in hospital administrative datasets. We aim to measure the effect of the causality mandate on recorded diabetes and associated inter-hospital variations. METHOD: For patients with diabetes, all admissions between 2004 and 2013 to all New South Wales acute public hospitals were investigated. Poisson mixed models were employed to derive adjusted rates and variations. RESULTS: The non-recorded diabetes incidence rate was 20.7%. The causality mandate increased the incidence rate four fold during the change period, 2008-2011, compared to the pre- or post-change periods (32.5% vs 8.4% and 6.9%). The inter-hospital variation was also higher, with twice the difference in the non-recorded rate between hospitals with the highest and lowest rates (50% vs 24% and 27% risk gap). The variation decreased during the change period (29%), while the rate continued to rise (53%). Admission characteristics accounted for over 44% of the variation compared with at most two per cent attributable to patient or hospital characteristics. Contributing characteristics explained less of the variation within the change period compared to pre- or post-change (46% vs 58% and 53%). Hospital relative performance was not constant over time. CONCLUSION: The causality mandate substantially increased the non-recorded diabetes rate and associated inter-hospital variation. Longitudinal accumulation of clinical information at the patient level, and the development of appropriate adoption protocols to achieve comprehensive and timely implementation of coding changes are essential to supporting the integrity of hospital administrative datasets.


Subject(s)
Clinical Coding/standards , Diabetes Mellitus/classification , Hospitalization , Adolescent , Adult , Aged , Aged, 80 and over , Australia , Comorbidity , Databases, Factual , Female , Hospitals, Public , Humans , Male , Middle Aged , New South Wales/epidemiology , Young Adult
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