Data sets from Australian Bureau of Statistics (ABS) https://www.abs.gov.au/articles/dementia-australia#data-downloads and the Australian Institute of Health and Welfare (AIHW) https://www.aihw.gov.au/reports-data/health-conditions-disability-deaths/dementia/data?&page=1 used in a university assignment. Full data sets and licensing are available at the the ABS and AIHW websites.

Publication Hospital resources 2016–17: Australian hospital statistics can be found on the AIHW Website.

The publication Youth detention population in Australia 2016 can be found on the AIHW Website.

The report presents information on the youth detention population in Australia, focusing on quarterly trends from June 2012 to June 2016. On an average night in the June quarter 2016, there were just over 900 young people in detention, over half of whom were unsentenced. Numbers and rates of young people in detention dropped slightly over the four years; however, this trend varied between different states and territories. Around half of all young people in detention on an average night were Indigenous.

The data set provided on data.gov.au contains data on young people in detention from June 2008 to June 2016. Some data may differ to the results published in Youth detention population in Australia 2016 due to data revisions.

Extracted in machine readable form from the AIHW Mortality Over Regions and Time (MORT) books.\r \r MORT books are Excel workbooks that contain recent deaths data for specific geographical areas, sourced from the AIHW National Mortality Database. They present summary deaths statistics by sex for each geographic area, including counts, rates, median age at death, premature deaths, potential years of life lost and potentially avoidable deaths. The workbooks also present leading causes of death by sex for each geographic area.\r \r The latest MORT books present data for 2019–2023. MORT books from previous years are available on the AIHW website. It should be noted that due to changes in geographical boundaries, disease definitions, cause of death data revisions, and revisions in population data over time, data presented in MORT books from previous years may not match that in later releases.\r \r For more information, please see Deaths data at AIHW or contact us at deaths@aihw.gov.au.\r \r Also available on data.gov.au are the AIHW General Record of Incidence of Mortality (GRIM) books.

This is a list of hospitals (reporting units) and their location in Australia according to the Australian Institute of Health and Welfare. More APIs and data can be found viahttps://www.aihw.gov.au/hospitals/other-resources/myhospitals-apiMetadata and data definitions can be found on AIHW Meteor site: the https://meteor.aihw.gov.au/content/386794

Counting perinatal deaths - Various definitions are used for reporting and registering perinatal deaths in Australia. The National Perinatal Data Collection defines perinatal deaths as all fetal deaths (stillbirths) and neonatal deaths (deaths of liveborn babies aged less than 28 days) of at least 400 grams birthweight or at least 20 weeks’ gestation. Fetal and neonatal deaths may include late termination of pregnancy (20 weeks or more gestation). Perinatal and fetal death rates are calculated using all live births and stillbirths in the denominator. Neonatal death rates are calculated using live births only. Neonatal deaths may not be included for babies transferred to another hospital, re-admitted to hospital after discharge or who died at home after discharge. The AIHW has established a separate National Perinatal Mortality Data Collection to capture complete information on these deaths. The latest report is available from the AIHW website.

Further information can be found here > https://www.aihw.gov.au/reports/mothers-babies/australias-mothers-and-babies-2018-in-brief/contents/table-of-contents

and

https://www.aihw.gov.au/reports/mothers-babies/australias-mothers-babies-data-visualisations/contents/stillbirths-and-neonatal-deaths

Hospital and patient admissions.From the AIHW site, the data is generated and updated on this platform weekly.For admissions where the result was <5, we have converted it to '4'.An admission refers to the administrative process by which a hospital records the commencement of a new episode of care (stay). Admissions are presented in the following categories: Childbirth – defined as stays that have a caesarean delivery or vaginal delivery (with and without operating room procedure) AR-DRG Surgical – defined as stays that have a surgical AR-DRG Medical – defined as stays that have a medical AR-DRG Other acute care – defined as stays that have neither a surgical nor a medical AR-DRG Surgical, medical and other acute care stays are further divided into ‘emergency’ and ‘other’, based on the recorded urgency of admission – that is, whether an admission was considered to be necessary within 24 hours (emergency) or not (other) Mental health – defined as stays that include psychiatric care days (prior to 2015–16), or stays that include psychiatric care days or have a mental health care type (2015–16), or stays that have a mental health care type (2016–17) Rehabilitation care – defined as stays that have a rehabilitation care type Palliative care – defined as stays that have a palliative care type Other subacute and non-acute care – defined as stays that have a geriatric evaluation and management, psychogeriatric or maintenance care type. Explanatory notes Under integrated North West maternity service arrangements, childbirth admissions reported for North West Regional Hospital from 2013–14 onwards were provided by the North West Private Hospital. <5 If an admissions count is less than five but greater than zero the value is marked as '<5' and is excluded from the total count. Data for 2015–16 are not comparable with earlier years. Data for 2016–17 are not comparable with earlier years.

The number of people in the health workforce and the rate of specified health workers per 100,000 population, 2011. The health workforce is divided into the following categories: General Medical Practitioners, Specialist Practitioners, Unknown/Not applicable Medical Practitioners, Registered Nurses only, Registered Nurses who are also Midwives, Total Registered Nurses, Enrolled Nurses, Midwives, Total Nurses, Dentists, and Total Dental Practitioners (all entries that were classified as not shown, not published or not applicable were assigned a null value; no data was provided for Maralinga Tjarutja LGA, in South Australia). The data is by LGA 2015 profile (based on the LGA 2011 geographic boundaries). For more information on statistics used please refer to the PHIDU website, available from: http://phidu.torrens.edu.au/. Note: Total Medical Practitioners may not equal the sum of General Practitioners, Total Specialists (excluding General Practitioners) and Unknown/ not available specialties. This is because of the slight difference in how General Practitioners are defined in the two instances. Source: Compiled by PHIDU based on data from the National Health Workforce Dataset (NHWDS), jointly owned by Health Workforce Australia (HWA) and the Australian Institute of Health and Welfare (AIHW), 2011; and the ABS Estimated Resident Population, 30 June 2011.

The number of people in the health workforce and the rate of specified health workers per 100,000 population, 2011. The health workforce is divided into the following categories: General Medical Practitioners, Specialist Practitioners, Unknown/Not applicable Medical Practitioners, Registered Nurses only, Registered Nurses who are also Midwives, Total Registered Nurses, Enrolled Nurses, Midwives, Total Nurses, Dentists, and Total Dental Practitioners (all entries that were classified as not shown, not published or not applicable were assigned a null value; no data was provided for Maralinga Tjarutja LGA, in South Australia). The data is by LGA 2015 profile (based on the LGA 2011 geographic boundaries). For more information on statistics used please refer to the PHIDU website, available from: http://phidu.torrens.edu.au/. Note: Total Medical Practitioners may not equal the sum of General Practitioners, Total Specialists (excluding General Practitioners) and Unknown/ not available specialties. This is because of the slight difference in how General Practitioners are defined in the two instances. Source: Compiled by PHIDU based on data from the National Health Workforce Dataset (NHWDS), jointly owned by Health Workforce Australia (HWA) and the Australian Institute of Health and Welfare (AIHW), 2011; and the ABS Estimated Resident Population, 30 June 2011.