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1.
J Forensic Leg Med ; 58: 145-151, 2018 Aug.
Article in English | MEDLINE | ID: mdl-29981506

ABSTRACT

OBJECTIVES: To i) describe the demographic and assault characteristics of males alleging recent sexual assault, ii) determine the severity and frequency of general body injury and the frequency of anal and genital injury, iii) identify vulnerability factors and assault characteristics associated with injury. DESIGN: Cross-sectional study. SETTING: Sexual Assault Resource Centre (SARC), Western Australia. PARTICIPANTS: Total of 103 post-pubertal males attending SARC from Jan-2009 to Dec-2016. METHODS: Men underwent a standardised medical examination and data collection by forensically trained doctors following consent for general body and/or ano-genital examination. Men were considered vulnerable if at least one of the following factors was present: current mental illness; intellectual or physical disability; alcohol intoxication; previous sexual victimization; living in prison or homeless (no fixed address), aged < 18 years. Statistical analysis was performed by Fisher exact test. An algorithm was used to classify general body injuries as mild, moderate or severe. RESULTS: At least one vulnerability factor was present in 88.3% of the 103 men. More than one factor was present in 54.4%. General body injury was observed in 58.0% (40/69) of men consenting to general body examination; 46.4%, 10.1% and 1.4% were classified as having respectively, mild, moderate and severe injuries. Three assault characteristics were associated with general body injury: the use of blunt force (p = 0.002), multiple assailants (p = 0.049) and deprivation of liberty (p = 0.040). Genital injury and anal injury was observed in, respectively, 6.5% (5/77) and 14.3% (11/77) of men consenting to ano-genital examination. Of the 49 men examined following completed penetrative anal assault, 18.4% (9/49) had anal injuries. In these 49 men, those assaulted by strangers were more likely to have an anal injury compared to non-stranger assaults (p = 0.019). No demographic, clinical or vulnerability characteristics of the sexually assaulted men were associated with general body, genital and/or anal injury. CONCLUSION: Although general body injuries were more frequent than genital and anal injuries, most of the body injuries were mild in severity. While the majority of men in our study presented with one or more vulnerabilities only assault characteristics (not vulnerabilities) were associated with injury.


Subject(s)
Crime Victims/statistics & numerical data , Sex Offenses , Vulnerable Populations , Adolescent , Adult , Alcoholic Intoxication/epidemiology , Anal Canal/injuries , Australia/epidemiology , Cross-Sectional Studies , Disabled Persons/statistics & numerical data , Forensic Medicine , Genitalia, Male/injuries , Ill-Housed Persons/statistics & numerical data , Humans , Injury Severity Score , Male , Mental Disorders/epidemiology , Middle Aged , Mouth/injuries , Physical Examination , Prisoners/statistics & numerical data , Young Adult
3.
J Urol ; 200(1): 121-125, 2018 07.
Article in English | MEDLINE | ID: mdl-29524505

ABSTRACT

PURPOSE: Evidence of the effect of vasectomy on prostate cancer is conflicting with the issue of detection bias a key criticism. We examined the effect of vasectomy reversal on prostate cancer risk in a cohort of vasectomized men. Evidence of a protective effect would be consistent with a harmful effect of vasectomy on prostate cancer risk while nullifying the issue of detection bias. MATERIALS AND METHODS: Data were sourced from a total of 5 population level linked health databases in Australia, Canada and the United Kingdom. Cox proportional hazards regression analysis was used to compare the risk of prostate cancer in 9,754 men with vasectomy reversal to the risk in 684,660 with vasectomy but no reversal. Data from each jurisdiction were combined in a meta-analysis. RESULTS: The combined analysis showed no protective effect of vasectomy reversal on the incidence of prostate cancer compared to that in men with vasectomy alone (HR 0.92, 95% CI 0.70-1.21). CONCLUSIONS: These results align with those of previous studies showing no evidence of a link between vasectomy and prostate cancer.


Subject(s)
Prostatic Neoplasms/epidemiology , Vasectomy , Vasovasostomy , Adult , Australia , Canada , Humans , Incidence , Male , United Kingdom
4.
BMJ Open ; 8(2): e020268, 2018 02 25.
Article in English | MEDLINE | ID: mdl-29478966

ABSTRACT

OBJECTIVE: To describe the cause of death together with emergency department presentations and hospital admissions in the last year of life of people with intellectual disability. METHOD: A retrospective matched cohort study using de-identified linked data of people aged 20 years or over, with and without intellectual disability who died during 2009 to 2013 in Western Australia. Emergency department presentations and hospital admissions in the last year of life of people with intellectual disability are described along with cause of death. RESULTS: Of the 63 508 deaths in Western Australia from 2009 to 2013, there were 591 (0.93%) decedents with a history of intellectual disability. Decedents with intellectual disability tended to be younger, lived in areas of more social disadvantage, did not have a partner and were Australian born compared with all other decedents. A matched comparison cohort of decedents without intellectual disability (n=29 713) was identified from the general population to improve covariate balance.Decedents with intellectual disability attended emergency departments more frequently than the matched cohort (mean visits 3.2 vs 2.5) and on average were admitted to hospital less frequently (mean admissions 4.1 vs 6.1), but once admitted stayed longer (average length of stay 5.2 days vs 4.3 days). People with intellectual disability had increased odds of presentation, admission or death from conditions that have been defined as ambulatory care sensitive and are potentially preventable. These included vaccine-preventable respiratory disease, asthma, cellulitis and convulsions and epilepsy. CONCLUSION: People with intellectual disability were more likely to experience potentially preventable conditions at the end of their lives. This indicates a need for further improvements in access, quality and coordination of healthcare to provide optimal health for this group.


Subject(s)
Cause of Death , Emergency Service, Hospital/statistics & numerical data , Intellectual Disability/mortality , Patient Admission/statistics & numerical data , Adult , Age Distribution , Aged , Aged, 80 and over , Case-Control Studies , Databases, Factual , Female , Humans , Logistic Models , Male , Middle Aged , Multivariate Analysis , Palliative Care/methods , Retrospective Studies , Sex Distribution , Western Australia/epidemiology , Young Adult
5.
Health Inf Manag ; 47(1): 46-55, 2018 Jan.
Article in English | MEDLINE | ID: mdl-28537201

ABSTRACT

BACKGROUND: The Sexual Assault Resource Center (SARC) in Perth, Western Australia provides free 24-hour medical, forensic, and counseling services to persons aged over 13 years following sexual assault. OBJECTIVE: The aim of this research was to design a data management system that maintains accurate quality information on all sexual assault cases referred to SARC, facilitating audit and peer-reviewed research. METHODS: The work to develop SARC Medical Services Clinical Information System (SARC-MSCIS) took place during 2007-2009 as a collaboration between SARC and Curtin University, Perth, Western Australia. Patient demographics, assault details, including injury documentation, and counseling sessions were identified as core data sections. A user authentication system was set up for data security. Data quality checks were incorporated to ensure high-quality data. RESULTS: An SARC-MSCIS was developed containing three core data sections having 427 data elements to capture patient's data. Development of the SARC-MSCIS has resulted in comprehensive capacity to support sexual assault research. Four additional projects are underway to explore both the public health and criminal justice considerations in responding to sexual violence. The data showed that 1,933 sexual assault episodes had occurred among 1881 patients between January 1, 2009 and December 31, 2015. Sexual assault patients knew the assailant as a friend, carer, acquaintance, relative, partner, or ex-partner in 70% of cases, with 16% assailants being a stranger to the patient. CONCLUSION: This project has resulted in the development of a high-quality data management system to maintain information for medical and forensic services offered by SARC. This system has also proven to be a reliable resource enabling research in the area of sexual violence.


Subject(s)
Documentation/methods , Forensic Medicine , Hospital Information Systems/organization & administration , Research Personnel , Sex Offenses , Adolescent , Adult , Data Accuracy , Female , Humans , Male , Middle Aged , Program Development , Western Australia , Young Adult
6.
Forensic Sci Int ; 279: 112-120, 2017 Oct.
Article in English | MEDLINE | ID: mdl-28863402

ABSTRACT

OBJECTIVES: To describe the frequency and severity of general body injury in women alleging recent sexual assault and then identify demographic and assault characteristics associated with injury severity. DESIGN: Cross-sectional study. SETTING: Sexual Assault Resource Centre (SARC), Western Australia. PARTICIPANTS: Total of 1163 women attending SARC from Jan-2009 to Mar-2015. METHODS: Women underwent a standardised medical examination and data collection by forensically trained doctors. Multivariate ordinal logistic regression analyses were performed. An algorithm was used to classify general body injuries as mild, moderate or severe. RESULTS: General body injury was observed in 71% of women; 52%, 17% and 2% were classified as having respectively, mild, moderate and severe injuries. Moderate or severe injury was observed in 30.4% of women assaulted by intimate partners, 16.4% of women assaulted by strangers and 14.9% of women assaulted by friends/acquaintances. In regression analysis, an interaction between mental illness and assailant type existed after adjusting for age, intellectual disability, time-to-examination, number of assailants and location. Mental illness was an independent predictor for lower injury severity (adjusted odds ratio=0.5, 95% CI 0.3, 0.9) in women assaulted by strangers and higher injury severity in women assaulted by a friend/acquaintance (adjusted odds ratio=2.4, 95% CI 1.6, 3.6). While women assaulted by intimate partners had more frequent moderate-to-severe injuries than other women their current mental illness status was not associated with risk of injury severity. CONCLUSION: This study highlights the increased injury severity in women assaulted by intimate partners. The risk of moderate/severe injury for women with mental illness assaulted by their acquaintances was unexpected and requires further investigation.


Subject(s)
Sex Offenses/statistics & numerical data , Wounds and Injuries/epidemiology , Adolescent , Adult , Aged , Aged, 80 and over , Australia/epidemiology , Cross-Sectional Studies , Female , Humans , Injury Severity Score , Intimate Partner Violence/statistics & numerical data , Mental Disorders/epidemiology , Middle Aged , Multivariate Analysis , Physical Abuse/statistics & numerical data , Physical Examination , Young Adult
7.
PLoS One ; 12(9): e0185275, 2017.
Article in English | MEDLINE | ID: mdl-28934324

ABSTRACT

OBJECTIVE: Community-based palliative care is known to be associated with reduced acute care health service use. Our objective was to investigate how reduced acute care hospital use in the last year of life varied temporally and by patient factors. METHODS: A retrospective cohort study of the last year of life of 12,763 Western Australians who died from cancer or one of seven non-cancer conditions. Outcome measures were rates of hospital admissions and mean length of hospital stays. Multivariate analyses involved time-to-event and population averaged log-link gamma models. RESULTS: There were 28,939 acute care overnight hospital admissions recorded in the last year of life, an average of 2.3 (SD 2.2) per decedent and a mean length of stay of 9.2 (SD 10.3) days. Overall, the rate of hospital admissions was reduced 34% (95%CI 1-66) and the mean length of stay reduced 6% (95%CI 2-10) during periods of time decedents received community-based palliative care compared to periods of time not receiving this care. Decedents aged <70 years receiving community-based palliative care showed a reduced rate of hospital admission around five months before death, whereas for older decedents the reduction in hospital admissions was apparent a year before death. All decedents who were receiving community-based palliative care tended towards shorter hospital stays in the last month of life. Decedents with neoplasms had a mean length of stay three weeks prior to death while not receiving community-based palliative care of 9.6 (95%CI 9.3-9.9) days compared to 8.2 (95% CI 7.9-8.7) days when receiving community-based palliative care. CONCLUSION: Rates of hospital admission during periods of receiving community-based palliative care were reduced with benefits evident five months before death and even earlier for older decedents. The mean length of hospital stay was also reduced while receiving community-based palliative care, mostly in the last month of life.


Subject(s)
Cause of Death , Hospitalization/statistics & numerical data , Palliative Care/statistics & numerical data , Residence Characteristics , Terminal Care/statistics & numerical data , Age Factors , Aged , Aged, 80 and over , Cohort Studies , Female , Humans , Male , Middle Aged , Patient Admission/statistics & numerical data , Retrospective Studies , Time Factors
8.
Child Abuse Negl ; 72: 206-214, 2017 Oct.
Article in English | MEDLINE | ID: mdl-28823788

ABSTRACT

We examined the relationship between a maternal alcohol-use diagnosis, and the timing of diagnosis, and child protection outcomes in a Western Australian population cohort. This analysis made use of routinely collected linked administrative health and child protection data. Those in scope for the study were women who had a birth recorded on the Western Australian Midwives Notification System (1983-2007). Women with an alcohol related diagnosis (ICD 9/10) on relevant datasets formed the exposed group. The comparison cohort were frequency matched to the exposed cohort. Generalized linear mixed models and a proportional hazards model were used to examine the relationship between a maternal alcohol-use diagnosis and subsequent child protection contact. Children of women with an alcohol-use diagnosis were at significantly increased risk of a substantiated child protection allegation (OR=2.92, 95%CI=2.71-3.14) and entry into out-of-home care (OR: 3.78, 95% CI=3.46-4.13). The highest risk of child protection contact was associated with diagnoses received during pregnancy, and in the years immediately pre- or post-pregnancy. Children whose mothers have an alcohol-use diagnosis are at increased risk of contact with child protection services. Despite current public health recommendations, some women continue to drink heavily during pregnancy. Additional work is required to identify effective strategies to reduce heavy alcohol use in this population. Further, women who have been identified to have alcohol use issues require additional support, from multiple agencies, to reduce the potential negative impacts on their child.


Subject(s)
Alcoholism , Child Protective Services , Adult , Alcoholism/ethnology , Child , Child Protective Services/statistics & numerical data , Cohort Studies , Female , Humans , Infant , Linear Models , Male , Mothers , Native Hawaiian or Other Pacific Islander , Pregnancy , Pregnancy Complications , Socioeconomic Factors , Western Australia , Young Adult
9.
BMC Med Res Methodol ; 17(1): 95, 2017 Jul 10.
Article in English | MEDLINE | ID: mdl-28693507

ABSTRACT

BACKGROUND: Probabilistic record linkage is a process used to bring together person-based records from within the same dataset (de-duplication) or from disparate datasets using pairwise comparisons and matching probabilities. The linkage strategy and associated match probabilities are often estimated through investigations into data quality and manual inspection. However, as privacy-preserved datasets comprise encrypted data, such methods are not possible. In this paper, we present a method for estimating the probabilities and threshold values for probabilistic privacy-preserved record linkage using Bloom filters. METHODS: Our method was tested through a simulation study using synthetic data, followed by an application using real-world administrative data. Synthetic datasets were generated with error rates from zero to 20% error. Our method was used to estimate parameters (probabilities and thresholds) for de-duplication linkages. Linkage quality was determined by F-measure. Each dataset was privacy-preserved using separate Bloom filters for each field. Match probabilities were estimated using the expectation-maximisation (EM) algorithm on the privacy-preserved data. Threshold cut-off values were determined by an extension to the EM algorithm allowing linkage quality to be estimated for each possible threshold. De-duplication linkages of each privacy-preserved dataset were performed using both estimated and calculated probabilities. Linkage quality using the F-measure at the estimated threshold values was also compared to the highest F-measure. Three large administrative datasets were used to demonstrate the applicability of the probability and threshold estimation technique on real-world data. RESULTS: Linkage of the synthetic datasets using the estimated probabilities produced an F-measure that was comparable to the F-measure using calculated probabilities, even with up to 20% error. Linkage of the administrative datasets using estimated probabilities produced an F-measure that was higher than the F-measure using calculated probabilities. Further, the threshold estimation yielded results for F-measure that were only slightly below the highest possible for those probabilities. CONCLUSIONS: The method appears highly accurate across a spectrum of datasets with varying degrees of error. As there are few alternatives for parameter estimation, the approach is a major step towards providing a complete operational approach for probabilistic linkage of privacy-preserved datasets.


Subject(s)
Data Accuracy , Medical Record Linkage/methods , Privacy , Probability , Computer Security , Datasets as Topic , Humans , Reproducibility of Results
10.
BMJ Open ; 7(7): e015650, 2017 Jul 11.
Article in English | MEDLINE | ID: mdl-28701410

ABSTRACT

OBJECTIVES: Examine the relationship between maternal alcohol use disorder and child school attendance outcomes for non-Indigenous and Indigenous children in Western Australia. DESIGN: Population cohort study. SETTING: Routinely collected linked administrative health, education and child protection data. PARTICIPANTS: Those in-scope for the study were women with a birth recorded on the Western Australian Midwives Notification System (1989-2007). Women who had an alcohol-related diagnosis (International Classification of Diseases Revisions 9/10) recorded on the Hospital Morbidity, Mental Health Inpatients and Outpatients, and Drug and Alcohol Office data sets formed the exposed group. The comparison cohort was frequency-matched to the exposed cohort based on maternal age within Indigenous status and child's year of birth. PRIMARY OUTCOME MEASURE: Child's school attendance was obtained from the Department of Education (2008-2012). Poor attendance was defined as <80% attendance for non-Indigenous children and <60% attendance for Indigenous children. RESULTS: 11 430 exposed children and 26 850 unexposed children had a linked attendance record. Maternal alcohol use disorder was significantly associated with increased odds of poor attendance (non-Indigenous: OR=1.61, 95% CI 1.50 to 1.74; Indigenous: OR=1.66, 95% CI 1.54 to 1.79). With adjustment for maternal and child factors, there was no significant difference between the timing of alcohol diagnosis relative to pregnancy and attendance outcomes. The population attributable fraction was higher in the Indigenous cohort than the non-Indigenous cohort (6.0% vs 1.3%). CONCLUSIONS: Maternal alcohol use disorder was associated with a significantly increased odds of poor school attendance for non-Indigenous and Indigenous children. There was no significant difference between the timing of diagnoses and odds of poor school attendance. This suggests that the effect of maternal alcohol use disorder may not be driven by the neurodevelopmental effects of alcohol exposure in utero, but may be mediated through family or social factors for which we were unable to adjust.


Subject(s)
Absenteeism , Alcoholism/epidemiology , Maternal Exposure/adverse effects , Adolescent , Adult , Alcoholism/psychology , Child , Cohort Studies , Female , Humans , Information Storage and Retrieval , Native Hawaiian or Other Pacific Islander , Population Surveillance , Pregnancy , Risk Factors , Schools , Western Australia/epidemiology , Young Adult
11.
Alcohol Clin Exp Res ; 41(8): 1452-1460, 2017 08.
Article in English | MEDLINE | ID: mdl-28641361

ABSTRACT

BACKGROUND: Early contact with the justice system is associated with a multitude of negative outcomes across the life course. This includes an increased risk of ongoing justice contact, social disadvantage and marginalization, and mental health and substance use issues. Children whose mothers have an alcohol use disorder may be at risk of early justice system contact, and we sought to quantify this relationship in a Western Australian cohort. METHODS: This population cohort study made use of linked administrative data. Those in-scope for the study were women who had a birth recorded on the Midwives Notification System (1983 to 2007). The exposed cohort were mothers who had an alcohol-related diagnosis (ICD9/10), recorded on administrative data. This included mental and behavioral disorders which were alcohol related, diseases which could be entirely attributed to alcohol and other ICD alcohol codes. These women were considered to have an alcohol use disorder, which was a proxy for heavy drinking. The comparison cohort was frequency-matched sample with no alcohol-related diagnosis identified on administrative data sets. RESULTS: After adjusting for potential confounders, children whose mothers had a maternal alcohol use disorder had a significantly increased odds of justice contact when compared to those whose mothers had no diagnosis (odds ratio [OR] = 1.79, 95% confidence interval [CI] = 1.60 to 1.99). Additional significant maternal factors associated with child justice contact included being Indigenous (OR = 5.14, 95% CI = 4.54 to 5.81), low maternal age, low socioeconomic status, being unmarried, and a history of a mental health problems. Significant child-level factors, which were associated with increased odds of justice contact, included being male, a mental health diagnosis, child protection contact, parity, and academic failure. CONCLUSIONS: Children who were exposed to a maternal alcohol use disorder had significantly increased odds of contact with the justice system. Additional risk was associated with being Indigenous and with markers of social disadvantage. These results suggest that prevention and early intervention services should span across agencies in an effort to reduce risk.


Subject(s)
Alcoholism/epidemiology , Child Behavior , Criminal Law/trends , Information Storage and Retrieval/trends , Maternal Exposure/adverse effects , Population Surveillance , Adolescent , Adult , Alcoholism/diagnosis , Alcoholism/psychology , Child , Child Behavior/psychology , Cohort Studies , Female , Humans , Maternal Behavior/psychology , Native Hawaiian or Other Pacific Islander/psychology , Risk Factors , Western Australia/epidemiology , Young Adult
12.
BMJ Open ; 7(5): e014599, 2017 05 09.
Article in English | MEDLINE | ID: mdl-28490556

ABSTRACT

OBJECTIVE: Maternal alcohol use disorder is a risk factor for a range of developmental outcomes in children. This study examines school achievement in children of Indigenous and non-Indigenous mothers with an alcohol-related diagnosis. DESIGN, SETTING AND PARTICIPANTS: This is a Western Australian population cohort study of mothers with a record of an alcohol-related diagnosis classified by the International Classification of Diseases Revisions 9/10 codes as recorded on administrative databases, and of their offspring born between 1989 and 2007 (n=18 486 exposed children), with a frequency matched comparison cohort of mothers with no record of alcohol diagnosis and their offspring (n=48 262 comparison children). OUTCOMES: Records were linked with school achievement data for numeracy and literacy from Years 3, 5, 7 and 9 (age range: ~8-14 years) based on statewide and national testing. Mixed multivariate models with a random intercept per child were used to assess the relationship between exposure and the timing of exposure with failure to meet minimum standardised benchmarks. RESULTS: Academic achievement was lower in all testing domains (reading, writing, spelling and numeracy) among children of mothers with an alcohol diagnosis and persisted across all year groups examined. The highest ORs at Year 9 for non-Indigenous children were in reading (adjusted OR (aOR) 1.6, 95% CI 1.4 to 1.8) and in writing for Indigenous children (aOR 2.0, 95% CI 1.8 to 2.3). CONCLUSION: Children of mothers with alcohol use disorders are at risk of not meeting minimum educational benchmarks in numeracy and literacy, with the risk highest among Indigenous children.


Subject(s)
Academic Success , Alcoholism/epidemiology , Prenatal Exposure Delayed Effects/epidemiology , Adolescent , Adult , Child , Cohort Studies , Female , Humans , Logistic Models , Male , Multivariate Analysis , Native Hawaiian or Other Pacific Islander , Pregnancy , Risk Factors , Western Australia/epidemiology , Young Adult
13.
Forensic Sci Int ; 275: 195-202, 2017 Jun.
Article in English | MEDLINE | ID: mdl-28407560

ABSTRACT

OBJECTIVES: To describe the frequency of genital and anal injury and associated demographic and assault characteristics in women alleging sexual assault. DESIGN: Cross-sectional study. SETTING: Sexual Assault Resource Centre (SARC), Western Australia. PARTICIPANTS: Total of 1266 women attending SARC from Jan-2009 to Mar-2015. METHODS: Women underwent a standardised data collection procedure by forensically trained doctors. Multivariate logistic regression analyses were performed. MAIN OUTCOME MEASURES: (1) Frequency of genital and anal injuries by type of sexual assault. (2) Identification of independent factors associated with genital and anal injuries following, respectively, completed vaginal and anal penetration. RESULTS: Genital injury was observed in 24.5% of all women with reported completed vaginal penetration; in a subset with no prior sexual intercourse 52.1% had genital injury. Genital injury was more likely with no prior sexual intercourse (adjusted odds ratio [adj. OR] 4.4, 95% confidence interval [95%CI] 2.4-8.0), multiple types of penetrants (adj. OR 1.5, 95%CI 1.0-2.1), if general body injury present and less likely with sedative use and delayed examination. Anal injury, observed in 27.0% of reported completed anal penetrations, was more likely with multiple types of penetrants (adjusted OR 5.0, 95%CI 1.2-21.0), if general body injury present and less likely with delayed examination. CONCLUSION: This study separately quantifies the frequency of both genital and anal injuries in sexually assaulted women. Genital injuries were absent in a large proportion of women regardless of prior vaginal intercourse status. It is anticipated that findings will better inform the community, police and medico-legal evidence to the criminal justice system.


Subject(s)
Anal Canal/injuries , Rape , Vagina/injuries , Vulva/injuries , Adolescent , Adult , Aged , Aged, 80 and over , Australia/epidemiology , Crime Victims/statistics & numerical data , Cross-Sectional Studies , Female , Humans , Middle Aged , Multivariate Analysis , Physical Examination , Young Adult
14.
Front Public Health ; 5: 34, 2017.
Article in English | MEDLINE | ID: mdl-28303240

ABSTRACT

In an era where the volume of structured and unstructured digital data has exploded, there has been an enormous growth in the creation of data about individuals that can be used for understanding and treating disease. Joining these records together at an individual level provides a complete picture of a patient's interaction with health services and allows better assessment of patient outcomes and effectiveness of treatment and services. Record linkage techniques provide an efficient and cost-effective method to bring individual records together as patient profiles. These linkage procedures bring their own challenges, especially relating to the protection of privacy. The development and implementation of record linkage systems that do not require the release of personal information can reduce the risks associated with record linkage and overcome legal barriers to data sharing. Current conceptual and experimental privacy-preserving record linkage (PPRL) models show promise in addressing data integration challenges. Enhancing and operationalizing PPRL protocols can help address the dilemma faced by some custodians between using data to improve quality of life and dealing with the ethical, legal, and administrative issues associated with protecting an individual's privacy. These methods can reduce the risk to privacy, as they do not require personally identifying information to be shared. PPRL methods can improve the delivery of record linkage services to the health and broader research community.

15.
Front Public Health ; 5: 13, 2017.
Article in English | MEDLINE | ID: mdl-28229070

ABSTRACT

BACKGROUND: Hospitals and death registries in Australia are operated under individual state government jurisdictions. Some state borders are located in heavily populated areas or are located near to major capital cities. Mortality indicators for hospital located near state borders may not be estimated accurately if patients are lost as they cross state borders. The aim of this study was to evaluate how cross-jurisdictional linkage of state hospital and death records across state borders may improve estimation of the hospital standardized mortality ratio (HSMR), a tool used in Australia as a hospital performance indicator. METHOD: Retrospective cohort study of 7.7 million hospital patients from July 2004 to June 2009. Inhospital deaths and deaths within 30 days of hospital discharge from four state jurisdictions were used to estimate the standardized mortality ratio of hospital groups defined by geography and type of hospital (grouped HSMR) under three record linkage scenarios, as follows: (1) cross-jurisdictional person-level linkage, (2) within-jurisdictional (state-based) person-level linkage, and (3) unlinked records. All public and private hospitals in New South Wales, Queensland, Western Australia, and public hospitals in South Australia were included in this study. Death registrations from all four states were obtained from state-based registries of births, deaths, and marriages. RESULTS: Cross-jurisdictional linkage identified 11,116 cross-border hospital transfers of which 170 resulted in a cross-border inhospital death. An additional 496 cross-border deaths occurred within 30 days of hospital discharge. The inclusion of cross-jurisdictional person-level links to unlinked hospital records reduced the coefficient of variation among the grouped HSMRs from 0.19 to 0.15; the inclusion of 30-day deaths reduced the coefficient of variation further to 0.11. There were minor changes in grouped HSMRs between cross-jurisdictional and within-jurisdictional linkages, although the impact of cross-jurisdictional linkage increased when restricted to regions with high cross-border hospital use. CONCLUSION: Cross-jurisdictional linkage modified estimates of grouped HSMRs in hospital groups likely to receive a high proportion of cross-border users. Hospital identifiers will be required to confirm whether individual hospital performance indicators change.

16.
Ann Emerg Med ; 69(4): 416-425, 2017 Apr.
Article in English | MEDLINE | ID: mdl-28169049

ABSTRACT

STUDY OBJECTIVE: Palliative care has been shown to reduce end-of-life emergency department (ED) use. Our objective was to determine how the association of community-based palliative care with reduced ED visits in the last year of life varied by patient factors. METHODS: This was a retrospective cohort study of 11,875 decedents who died with neoplasms, heart failure, renal failure, chronic obstructive pulmonary disease, or liver failure in Western Australia in 2009 to 2010. Outcome measures were adjusted hazard ratios (HRs) and daily (hazard) rates of ED visits. RESULTS: The adjusted average rate of ED visits for the cohort was reduced 50% (HR 0.50; 95% confidence interval [CI] 0.47 to 0.53) during periods of receipt of community-based palliative care. This relative reduction in ED visits varied by patient factors, ranging from 43% (HR 0.57; 95% CI 0.45 to 0.74) for decedents aged 60 years and younger up to 71% (HR 0.29; 95% CI 0.18 to 0.46) for people aged 90 years and older. Decedents living in the most disadvantaged areas had a 44% (HR 0.56; 95% CI 0.44 to 0.72) reduction in ED visits when receiving community-based palliative care compared with a 60% (HR 0.40; 95% CI 0.31 to 0.53) reduction for decedents who lived in the least disadvantaged areas and received this care. The ED visit rates while patients were receiving palliative care also varied by ED visit history, partner status, and region of residence. CONCLUSION: Receipt of community-based palliative care in the last year of life was associated with a reduced rate of ED visits. The magnitude of this association was modified by patient health, as well as social and demographic factors.


Subject(s)
Community Health Services/statistics & numerical data , Emergency Service, Hospital/statistics & numerical data , Palliative Care/statistics & numerical data , Terminal Care/statistics & numerical data , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged , Retrospective Studies , Risk Factors , Vulnerable Populations/statistics & numerical data , Western Australia
17.
Acta Obstet Gynecol Scand ; 96(4): 432-437, 2017 Apr.
Article in English | MEDLINE | ID: mdl-28181670

ABSTRACT

INTRODUCTION: Conservative treatments including cold knife cone biopsy (CKC) or loop electrosurgical excision procedure (LEEP) are fertility-preserving alternatives to hysterectomy. The risks of persistent cervical neoplasia in women with negative surgical margins following conservative treatment of adenocarcinoma-in-situ (AIS) are uncertain. This study aims to investigate the risk of persistent or recurrent cervical neoplasia [AIS, adenocarcinoma and/or high-grade cervical squamous intraepithelial neoplasia (CIN)] and compliance with follow-up recommendations in conservatively treated women with AIS and negative histopathological margins. MATERIAL AND METHODS: A retrospective, population-based study of Western Australian women treated by CKC or LEEP for AIS between 2001 and 2012. Histopathology reports were reviewed for demographic information, treatment procedures and clinicopathological factors. Primary outcomes were the diagnosis of cervical neoplasia during follow-up (defined as <12 months) and surveillance (≥12 months) periods. RESULTS: The cohort comprised 360 women, with 175 (48.6%) initially treated by CKC and 185 (51.4%) treated by LEEP. The median patient age at time of excisional treatment was 30.0 years (range 18-64 years) and the median follow-up time was 3.9 years (range six months to 12.2 years). During the follow-up and surveillance periods, seven (1.9%) women were diagnosed with CIN 2/3, 10 (2.8%) with AIS, and one (0.3%) with cervical adenocarcinoma, despite their initial excision specimens having negative histological margins. CONCLUSION: In this study, there was a low but significant risk of persistent or recurrent cervical neoplasia in women who had initial conservative management of AIS with negative histopathological margins.


Subject(s)
Neoplasm Recurrence, Local/epidemiology , Uterine Cervical Neoplasms/epidemiology , Adenocarcinoma/epidemiology , Adenocarcinoma/pathology , Adenocarcinoma/surgery , Adolescent , Adult , Carcinoma in Situ/epidemiology , Carcinoma in Situ/pathology , Carcinoma in Situ/surgery , Cohort Studies , Conization , Cryosurgery , Electrosurgery , Female , Humans , Middle Aged , Neoplasm Recurrence, Local/pathology , Neoplasm Recurrence, Local/surgery , Registries , Retrospective Studies , Risk Factors , Treatment Outcome , Uterine Cervical Neoplasms/pathology , Uterine Cervical Neoplasms/surgery , Western Australia/epidemiology , Young Adult
18.
Palliat Med ; 31(6): 537-543, 2017 06.
Article in English | MEDLINE | ID: mdl-27777376

ABSTRACT

BACKGROUND: Studies aiming to identify palliative care populations have used data from death certificates and in some cases hospital records. The size and characteristics of the identified populations can show considerable variation depending on the data sources used. It is important that service planners and researchers are aware of this. AIM: To illustrate the differences in the size and characteristics of a potential palliative care population depending on the differential use of linked hospital records and death certificate data. DESIGN: Retrospective cohort study. SETTING/PARTICIPANTS: The cohort consisted of 23,852 people aged 20 years and over who died in Western Australia between 1 January 2009 and 31 December 2010 after excluding deaths related to pregnancy or trauma. Within this cohort, the number, proportion and characteristics of people who died from one or more of 10 medical conditions considered amenable to palliative care were identified using linked hospital records and death certificate data. RESULTS: Depending on the information source(s) used, between 43% and 73% of the 23,852 people who died had a condition potentially amenable to palliative care identified. The median age at death and the sex distribution of the decedents by condition also varied with the information source. CONCLUSION: Health service planners and researchers need to be aware of the limitations when using hospital records and death certificate data to determine a potential palliative care population. The use of Emergency Department and other administrative data sources could further exacerbate this variation.


Subject(s)
Death Certificates , Hospital Records/statistics & numerical data , Medical Record Linkage/standards , Needs Assessment/standards , Palliative Care/statistics & numerical data , Adult , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged , Retrospective Studies , Western Australia , Young Adult
19.
Int J Gynecol Pathol ; 36(4): 377-385, 2017 Jul.
Article in English | MEDLINE | ID: mdl-27801762

ABSTRACT

Ovarian neoplasia comprises a heterogenous group of tumors with distinct clinicopathologic and molecular features and therefore assessment of potential risk factors should be tumor subtype specific. As part of ongoing epidemiological investigations of ovarian neoplasia in Western Australia, we performed an initial review of original pathology reports followed, in selected cases, by reassessment of histology material to optimize accurate diagnosis. Additional immunohistochemistry, often using antibodies unavailable at the time of initial assessment, was also performed as required. From an initial cohort of 1660 cases identified through the Western Australia Cancer Registry, benign, nonepithelial, nonovarian, miscellaneous, and indeterminate cases were excluded. Also excluded were 33 cases that were reclassified as ovarian metastases rather than primary ovarian tumors. Following exclusions there remained 1321 borderline and malignant epithelial neoplasms. The diagnosis was considered accurate in 1186 cases (89.8%) based upon information in the initial pathology reports and clinical follow-up data but uncertain in 135 cases (10.2%). Histologic review was possible in 92 of the latter tumors leading to an amended diagnosis in 63 cases (68.5%). The most common types of diagnostic amendment were the reclassification of high-grade carcinomas of undifferentiated, endometrioid, or transitional appearance as high-grade serous carcinoma, and the reclassification of most carcinomas of mixed epithelial type as "pure" carcinomas. This review illustrated specific pitfalls in the diagnosis of ovarian epithelial neoplasia and helped to maintain the accuracy of the Western Australia Cancer Registry. Accurate diagnosis will optimize further epidemiological studies assessing risk factors in specific subtypes of ovarian neoplasia.


Subject(s)
Ovarian Neoplasms/epidemiology , Ovarian Neoplasms/pathology , Diagnostic Errors , Female , Humans , Immunohistochemistry , Ovarian Neoplasms/classification , Registries , Risk Factors , Sensitivity and Specificity , Western Australia/epidemiology
20.
Am J Obstet Gynecol ; 216(3): 272.e1-272.e7, 2017 03.
Article in English | MEDLINE | ID: mdl-27908632

ABSTRACT

BACKGROUND: Adenocarcinoma in situ of the uterine cervix is a precursor to cervical adenocarcinoma and may coexist with both adenocarcinoma and high-grade squamous dysplasia (cervical intraepithelial neoplasia 2 and 3). Up to 60% of adenocarcinoma in situ lesions are detected incidentally following excisional biopsies performed for the treatment of cervical intraepithelial neoplasia 2/3. To date there are no data regarding risk factors for persisting or progressive cervical neoplasia in these patients. OBJECTIVE: We sought to investigate patient outcomes following incidentally detected cervical adenocarcinoma in situ after loop electrosurgical excision procedure or cold knife cone biopsy performed for the treatment of high-grade cervical intraepithelial neoplasia. STUDY DESIGN: We conducted a retrospective, population-based cohort study of Western Australian patients with an incidental diagnosis of adenocarcinoma in situ from 2001 through 2012. Primary outcomes were persistent or recurrent cervical intraepithelial neoplasia 2/3 and or adenocarcinoma in situ, and invasive adenocarcinoma during follow-up (<12 months) and surveillance (≥12 months) periods. RESULTS: The cohort comprised 298 patients, with 228 (76.5%) treated initially by loop electrosurgical excision procedure and 70 (23.5%) treated by cold knife cone biopsy. The mean age was 31.2 (range 18-68) years and the median length of follow-up was 2.4 (range 0.3-12.2) years. Overall, 11 (3.7%) patients had cervical intraepithelial neoplasia 2/3, 23 (7.7%) had adenocarcinoma in situ, and 3 (1.0%) had adenocarcinoma diagnosed during the follow-up and surveillance periods. Age >30 years, pure adenocarcinoma in situ lesions, and larger lesions (>8 mm) were associated with a greater risk of disease persistence or recurrence. CONCLUSION: Following the incidental detection of adenocarcinoma in situ, age >30 years, pure adenocarcinoma in situ lesions, and lesions >8 mm were significantly associated with disease persistence/recurrence. In younger women, incidentally detected adenocarcinoma in situ that coexists with cervical intraepithelial neoplasia 2/3 and is <8 mm extent with clear margins may not require reexcision.


Subject(s)
Adenocarcinoma in Situ/epidemiology , Neoplasm Recurrence, Local/epidemiology , Uterine Cervical Dysplasia/surgery , Uterine Cervical Neoplasms/epidemiology , Adenocarcinoma in Situ/diagnosis , Adult , Cohort Studies , Disease Progression , Female , Follow-Up Studies , Humans , Incidental Findings , Retrospective Studies , Risk Factors , Time Factors , Uterine Cervical Neoplasms/diagnosis
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