Exploration of the Comorbidity of Cannabis Use Disorders and Mental Health Disorders among Inpatients Presenting to All Hospitals in New South Wales, Australia

2012 ◽  
Vol 38 (6) ◽  
pp. 567-574 ◽  
Author(s):  
Harry Man Xiong Lai ◽  
Thiagarajan Sitharthan
Keyword(s):  
Mental Health ◽  
New South ◽  
New South Wales ◽  
Mental Health Disorders ◽  
Cannabis Use ◽  
South Wales ◽  
Cannabis Use Disorders ◽  
Health Disorders

scholarly journals Automatic Extraction of Mental Health Disorders From Domestic Violence Police Narratives: Text Mining Study (Preprint)

2018 ◽  
Author(s):  
George Karystianis ◽  
Armita Adily ◽  
Peter Schofield ◽  
Lee Knight ◽  
Clara Galdon ◽  
...  
Keyword(s):  
Mental Health ◽  
Domestic Violence ◽  
Text Mining ◽  
Large Scale ◽  
New South ◽  
New South Wales ◽  
Mental Health Disorders ◽  
Free Text ◽  
South Wales ◽  
Health Disorders

BACKGROUND Vast numbers of domestic violence (DV) incidents are attended by the New South Wales Police Force each year in New South Wales and recorded as both structured quantitative data and unstructured free text in the WebCOPS (Web-based interface for the Computerised Operational Policing System) database regarding the details of the incident, the victim, and person of interest (POI). Although the structured data are used for reporting purposes, the free text remains untapped for DV reporting and surveillance purposes. OBJECTIVE In this paper, we explore whether text mining can automatically identify mental health disorders from this unstructured text. METHODS We used a training set of 200 DV recorded events to design a knowledge-driven approach based on lexical patterns in text suggesting mental health disorders for POIs and victims. RESULTS The precision returned from an evaluation set of 100 DV events was 97.5% and 87.1% for mental health disorders related to POIs and victims, respectively. After applying our approach to a large-scale corpus of almost a half million DV events, we identified 77,995 events (15.83%) that mentioned mental health disorders, with 76.96% (60,032/77,995) of those linked to POIs versus 16.47% (12,852/77,995) for the victims and 6.55% (5111/77,995) for both. Depression was the most common mental health disorder mentioned in both victims (22.30%, 3258) and POIs (18.73%, 8918), followed by alcohol abuse for POIs (12.24%, 5829) and various anxiety disorders (eg, panic disorder, generalized anxiety disorder) for victims (11.43%, 1671). CONCLUSIONS The results suggest that text mining can automatically extract targeted information from police-recorded DV events to support further public health research into the nexus between mental health disorders and DV.

Mental health data: A case for the African communities in New South Wales

2021 ◽  
Vol 42 (1) ◽  
pp. 64-80
Author(s):  
Daniel Kwai Apat ◽  
Wellington Digwa
Keyword(s):  
Mental Health ◽  
Mental Health Services ◽  
Mental Disorders ◽  
Health Services ◽  
New South ◽  
Mental Health Policy ◽  
New South Wales ◽  
Community Members ◽  
South Wales ◽  
Health Related

This paper examines mental health policies in relation to African communities residing in New South Wales, Australia and the attitudes of African communities toward mental disorders and mental health services. Current mental health policy frameworks have shown an inadequate inclusion of African communities. This may negatively affect the design of mental health interventions and how African communities engage with mental health services. The available mental health literature on African communities showed disjointed and uncoordinated data which focuses on specific community-groups within African communities. Insufficient mental health or suicide data, combined with African community members’ perception toward mental disorders and mental health services, makes it very difficult to progress engagement and interventions. There is a need for proper and sizable data on mental health related to people of African descent in NSW and Australia wide, if positive outcomes are to be realised.

scholarly journals Broad Spectrum Epidemiological Contribution of Cannabis and Other Substances to the Teratological Profile of Northern New South Wales: Geospatial and Causal Inference Analysis

2020 ◽  
Author(s):  
Albert Stuart Reece ◽  
Gary Kenneth Hulse
Keyword(s):  
Body Wall ◽  
Septal Defect ◽  
New South ◽  
Ductus Arteriosus ◽  
New South Wales ◽  
Prevalence Ratio ◽  
Cannabis Use ◽  
Anal Stenosis ◽  
South Wales ◽  
Other Substances

Abstract Background: Whilst cannabis commercialization is occurring rapidly guided by highly individualistic public narratives, evidence that all congenital anomalies (CA) increase alongside cannabis use in Canada, a link with 21 CA’s in Hawaii, and rising CA’s in Colorado indicate that transgenerational effects can be significant and impact public health. It was therefore important to study Northern New South Wales (NNSW) where cannabis use is high. Methods: Design: Cohort. 2008-2015. Setting: NNSW and Queensland (QLD), Australia. Participants. Whole populations. Exposures. Tobacco, alcohol, cannabis. Source: National Drug Strategy Household Surveys 2010, 2013. Main Outcomes. CA Rates. NNSW-QLD comparisons. Geospatial and causal regression. Results: Cardiovascular, respiratory and gastrointestinal anomalies rose with falling tobacco and alcohol but rising cannabis use rates across Queensland. Maternal age NNSW-QLD was not different (2008-2015: 4265/22084 v. 96473/490514 >35 years/total, Chi.Sq.=1.687, P=0.194). A higher rate of NNSW cannabis-related than cannabis-unrelated defects occurred (prevalence ratio (PR)=2.13, 95%C.I. 1.80-2.52, P=3.24x10-19). CA’s rose more potently with rising cannabis than with rising tobacco or alcohol use. Exomphalos and gastroschisis had the highest NNSW:QLD PR (6.29(2.94-13.48) and 5.85(3.54-9.67)) and attributable fraction in the exposed (84.11%(65.95-92.58%) and 82.91%(71.75-89.66%), P=2.83x10-8 and P=5.62x10-15). In multivariable geospatial models cannabis was significantly linked with cardiovascular (atrial septal defect, ventricular septal defect, tetralogy of Fallot, patent ductus arteriosus), genetic (chromosomal defects, Downs syndrome), gastrointestinal (small intestinal atresia), body wall (gastroschisis, diaphragmatic hernia) and other (hypospadias) (AVTPCDSGDH) CA’s. In linear modelling cannabis use was significantly linked with anal stenosis, congenital hydrocephalus and Turner syndrome (ACT) and was significantly linked in borderline significant models (model P<0.1) with microtia, microphthalmia, and transposition of the great vessels. At robust and mixed effects inverse probability weighted multivariable regression cannabis was related to 18 defects. 16/17 E-Values in spatial models were >1.25 ranging up to 5.2x1013 making uncontrolled confounding unlikely. Conclusions: These results suggest that population level CA’s react more strongly to small rises in cannabis use than tobacco or alcohol; cardiovascular, chromosomal, body wall and gastrointestinal CA’s rise significantly with small increases in cannabis use; that cannabis is a bivariate correlate of AVTPCDSGDH and ACT anomalies, is robust to adjustment for other substances; and is causal.

scholarly journals Broad Spectrum Epidemiological Contribution of Cannabis, Tobacco and Alcohol to the Teratological Profile of Northern New South Wales: Geospatial and Causal Inference Analysis

2020 ◽  
Author(s):  
Albert Stuart Reece ◽  
Gary Kenneth Hulse
Keyword(s):  
Body Wall ◽  
Septal Defect ◽  
New South ◽  
Ductus Arteriosus ◽  
New South Wales ◽  
Prevalence Ratio ◽  
Population Level ◽  
Cannabis Use ◽  
Anal Stenosis ◽  
South Wales

Abstract Background. Whilst cannabis commercialization is occurring rapidly guided by highly individualistic public narratives, evidence that all congenital anomalies (CA) increase alongside cannabis use in Canada, a link with 21 CA’s in Hawaii, and rising CA’s in Colorado indicate that transgenerational effects can be significant and impact public health. It was therefore important to study Northern New South Wales (NNSW) where cannabis use is high.Methods. Design: Cohort. 2008–2015. Setting: NNSW and Queensland (QLD), Australia. Participants. Whole populations. Exposures. Tobacco, alcohol, cannabis. Source: National Drug Strategy Household Surveys 2010, 2013. Main Outcomes. CA Rates. NNSW-QLD comparisons. Geospatial and causal regression.Results. Cardiovascular, respiratory and gastrointestinal anomalies rose with falling tobacco and alcohol but rising cannabis use rates across Queensland. Maternal age NNSW-QLD was not different (2008–2015: 4,265/22,084 v. 96,473/490,514 > 35 years, Chi.Sq.=1.687, P = 0.194). A higher rate of NNSW cannabis-related than cannabis-unrelated defects occurred (prevalence ratio (PR) = 2.13, 95%C.I. 1.80–2.52, P = 3.24 × 10− 19). CA’s rose more potently with rising cannabis than with rising tobacco or alcohol use. Exomphalos and gastroschisis had the highest NNSW:QLD PR (6.29(2.94–13.48) and 5.85(3.54–9.67)) and attributable fraction in the exposed (84.11%(65.95–92.58%) and 82.91%(71.75–89.66%), P = 2.83 × 10− 8 and P = 5.62 × 10− 15). In multivariable geospatial models cannabis was significantly linked with cardiovascular (atrial septal defect, ventricular septal defect, tetralogy of Fallot, patent ductus arteriosus), genetic (chromosomal defects, Downs syndrome), gastrointestinal (small intestinal atresia), body wall (gastroschisis, diaphragmatic hernia) and other (hypospadias) (AVTPCDSGDH) CA’s. In linear modelling cannabis use was significantly linked with anal stenosis, congenital hydrocephalus and Turner syndrome (ACT) and was significantly linked in borderline significant models (model P < 0.1) with microtia, microphthalmia, and transposition of the great vessels. At robust and mixed effects inverse probability weighted multivariable regression cannabis was related to 18 defects. E-Values in spatial models were generally > 1.3 ranging up to 3.8 × 1030 making uncontrolled confounding unlikely.Conclusions. These results suggest that population level CA’s react more strongly to small rises in cannabis use than tobacco or alcohol; cardiovascular, chromosomal, body wall and gastrointestinal CA’s rise significantly with small increases in cannabis use; that cannabis is a bivariate correlate of AVTPCDSGDH and ACT anomalies, is robust to adjustment for other substances; and is causal.

scholarly journals Involuntary community treatment in New South Wales, Australia

1995 ◽  
Vol 19 (1) ◽  
pp. 45-47 ◽  
Author(s):  
John Hambridge ◽  
Nicola Watt
Keyword(s):  
Mental Health ◽  
Mentally Ill ◽  
New South ◽  
New South Wales ◽  
Community Treatment ◽  
Compulsory Treatment ◽  
Perceived Benefits ◽  
South Wales ◽  
Mental Health Legislation ◽  
Health Legislation

The New South Wales Mental Health Act (1990) heralded a number of important changes to mental health legislation in the state. One of these was the option to give compulsory treatment to mentally ill clients living in the community. This article briefly explains community treatment under the Act, and the perceived benefits and the limitations of such legislation. A case example is used to illustrate some of these points. Involuntary community treatment is seen as a less restrictive alternative to hospitalisation for a number of mentally ill clients, but the use of such provisions demands significant resources from the supervising agency.

Emerging themes in Aboriginal child and adolescent mental health: findings from a qualitative study in Sydney, New South Wales

2010 ◽  
Vol 192 (10) ◽  
pp. 603-605 ◽  
Author(s):  
Anna B Williamson ◽  
Beverley Raphael ◽  
Sally Redman ◽  
John Daniels ◽  
Sandra J Eades ◽  
...  
Keyword(s):  
Mental Health ◽  
Qualitative Study ◽  
New South ◽  
New South Wales ◽  
Adolescent Mental Health ◽  
Child And Adolescent ◽  
Aboriginal Child ◽  
South Wales ◽  
Emerging Themes

Mental health of animal hoarders: a study of consecutive cases in New South Wales

2020 ◽  
Vol 44 (3) ◽  
pp. 480 ◽  
Author(s):  
John Snowdon ◽  
Graeme Halliday ◽  
Rosemary Elliott ◽  
Glenn E. Hunt ◽  
Steve Coleman
Keyword(s):  
Mental Health ◽  
Social Services ◽  
New South ◽  
Good Reason ◽  
New South Wales ◽  
Clinical Services ◽  
South Wales ◽  
Health Factors ◽  
Mental Health Factors ◽  
Psychiatric Problems

Objective The aim of this study was to review animal hoarding cases referred to the Royal Society for the Prevention of Cruelty to Animals (RSPCA) in New South Wales (NSW) to examine mental health factors that influence the development of animal hoarding and to consider strategies for dealing with such cases. Methods Data were gathered by RSPCA inspectors regarding consecutive cases referred to the agency over 2 years. Result Details were provided about animals and 50 identified hoarders (11 male, 39 female; mean age 57 years) on 48 properties. The mean number of animals per case was 53 (range 6–300). Fifteen participants (30%) were known to have had involvement with mental health or social services. Mental health factors appeared to contribute to animal hoarding in well over 50% of cases. Severe and moderate squalor were observed in 52% and 21% of dwellings assessed respectively, many with accumulated rubbish. Conclusions Animal hoarding is largely attributable to psychological and psychiatric problems. It is recommended that clinical services work alongside animal welfare inspectorates, assessing (and, where appropriate, treating) such problems. What is known about the topic? Animal hoarding is believed to be partly attributable to the hoarders having psychiatric or psychological problems, but relevant mental health assessment of hoarders is not usually arranged. Recidivism after removal of animals is nearly 100%. What does this paper add? The study confirms that animal hoarders commonly have mental health issues. However, RSPCA inspectors are not expected to screen for such issues or refer cases to mental health clinicians. What are the implications for practitioners? There is good reason to develop clinical services to help animal hoarders deal with their psychological or psychiatric problems.

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