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2.
J Affect Disord ; 335: 67-74, 2023 08 15.
Article in English | MEDLINE | ID: mdl-37149057

ABSTRACT

BACKGROUND: Increases in poor mental health and suicide have been identified among university students in the UK. However, little is known about self-harm in this group. AIMS: To describe and identify care needs of university aged-students who self-harm via comparisons with an age-equivalent non-student group who self-harm. METHODS: Observational cohort data from The Multicentre Study of Self-harm in England were used to investigate students aged 18 to 24 years who presented to emergency departments for self-harm, 2003 to 2016. Data were collected via clinician reports and medical records from five hospitals in three English regions. Characteristics, rates, repetition, and mortality outcomes were investigated. RESULTS: The student sample included 3491 individuals (983, 28.2 % men; 2507, 71.8 % women; 1 unknown) compared to 7807 (3342, 42.8 % men; 4465, 57.2 % women) non-students. Self-harm increased over time in students (IRR 1.08, 95%CI 1.06-1.10, p < 0.01) but not in non-students (IRR 1.01, 95%CI 1.00-1.02, p = 0.15). There were differences in monthly distribution of self-harm with more presentations by students in October, November, and February. Characteristics were broadly similar, but students reported more problems with studying and mental health. Repetition (HR 0.78, 95%CI 0.71-0.86, p < 0.01) and mortality (HR 0.51, 95%CI 0.33-0.80, p < 0.01) were lower in students than non-students. CONCLUSIONS: Self-harm in students may be directly related the student experience, such as academic pressure, relocation, and the transition to independent living. Wellbeing initiatives targeting these factors, alongside mental health awareness training for academic and non-academic staff may help to support students at risk.


Subject(s)
Self-Injurious Behavior , Suicide , Female , Humans , Male , England/epidemiology , Self-Injurious Behavior/epidemiology , Self-Injurious Behavior/psychology , Students/psychology , Suicide/psychology , Universities , Adolescent , Young Adult
3.
Int J Geriatr Psychiatry ; 38(3): e5895, 2023 03.
Article in English | MEDLINE | ID: mdl-36840547

ABSTRACT

BACKGROUND: Older adults have a high risk of suicide following self-harm. Contemporary information on self-harm in this population is needed to inform care provision. OBJECTIVES: To examine subgroup differences in the incidence of self-harm, sociodemographic and clinical characteristics, preceding life problems and outcomes in individuals aged 60 years and over presenting to hospital following self-harm. METHOD: Data on Emergency Department (ED) presentations for self-harm from 2003 to 2016 from three centres in the Multicentre Study of Self-Harm in England were analysed. Changes in self-harm rates were examined using Poisson regression. Univariable logistic regression was used to investigate factors associated with 12-month self-harm repetition. RESULTS: There were 3850 presentations for self-harm by 2684 individuals aged 60 years and over. Self-harm rates increased over time for 60-74-year-old men (Incident Rate Ratio = 1.04, 95% Confidence Interval 1.02-1.06, p < 0.0001). Problems most frequently reported to have preceded self-harm were mental health (40.5%) and physical health (38.3%) concerns. Problems with alcohol, finances, employment and relationship with partner were found more frequently in 60-74-year-olds compared with those aged over 74 years. Physical health problems were common with increasing age, as were problems with alcohol for men. One in ten (10.8%) individuals presented to hospital with self-harm within 12 months of their index presentation. CONCLUSIONS: Self-harm-related ED attendances in older men have increased, particularly for men aged 60-74 years. Prevention and clinical management should involve a comprehensive psychosocial assessment to target common precipitants for the wide range of problems preceding self-harm and may include support with physical and mental wellbeing and advice on safer alcohol use.


Subject(s)
Self-Injurious Behavior , Suicide , Male , Humans , Middle Aged , Aged , Female , Self-Injurious Behavior/epidemiology , Suicide/psychology , Alcohol Drinking , Employment , England/epidemiology , Ethanol , Emergency Service, Hospital
4.
Psychol Med ; 53(4): 1400-1408, 2023 03.
Article in English | MEDLINE | ID: mdl-34344489

ABSTRACT

BACKGROUND: We compared the risk of death by suicide following hospital presentation for self-harm according to site of self-cut/stab. METHOD: We included 54 999 self-harm presentations (involving 31 419 individuals) to hospitals in the Multicentre Study of Self-harm in England (1/1/2004-31/12/2014), with mortality follow-up to 31/12/2019. Information on method of self-harm was obtained through monitoring in hospitals. Information about mortality was obtained through linkage with NHS Digital. We assessed the association of site of self-cut with death by suicide using mixed effect models. RESULTS: In total, 10 790 (19.6%) hospital presentations involved self-cutting/stabbing, 7489 of which (69.4%) were due to laceration to the arm/wrist alone, 1846 episodes (17.1%) involved cutting elsewhere on the body, and 1455 (13.5%) were due to laceration to unknown site. Controlling for confounders, presentation to a hospital following self-cut/stab to bodily parts other than wrist/arm was associated with greater chance of subsequent suicide relative to presentation after self-poisoning alone [adjusted odds ratio (aOR) 1.75, 95% confidence interval (CI) 1.03-2.96, p = 0.038]. The likelihood of suicide after presentation for cutting/stabbing the wrist/arm alone was comparable to that of patients who had self-poisoned alone. Presentations after laceration involving the neck were associated with a four-fold greater chance of subsequent suicide relative to self-poisoning (aOR 4.09, 95% CI 1.80-9.30, p = 0.001). CONCLUSIONS: Patients who attend hospital after self-cutting/stabbing are a heterogeneous group in terms of characteristics, methods of cutting/stabbing and risk of subsequent suicide. Risk of suicide is greater in individuals who self-cut/stab to parts of the body other than the wrist or arm, especially the neck.


Subject(s)
Lacerations , Self-Injurious Behavior , Suicide , Humans , Risk Factors , Self-Injurious Behavior/epidemiology , Hospitals , England/epidemiology
5.
J Affect Disord ; 318: 238-245, 2022 12 01.
Article in English | MEDLINE | ID: mdl-36055531

ABSTRACT

BACKGROUND: We examined disparities in sociodemographic and clinical characteristics and in problems preceding self-harm across levels of socio-economic deprivation (SED) in persons who presented to hospital for self-harm. METHOD: 108,092 presentations to hospitals (by 57,306 individuals) following self-harm in the Multicentre Study of Self-harm in England (1/1/2000-31/12/2016). Information on area-level SED was based on the English Index of Multiple Deprivation. Information about patients' characteristics and problems was obtained from self-harm monitoring systems in the hospitals. We assessed the association of SED with the characteristics of interest using descriptive statistics. RESULTS: Overall, 45 % of the presentations were by individuals from areas ranked nationally as most deprived, while 13 % of episodes were by individuals from the least deprived areas. Males and non-white ethnic groups were over-represented in the most deprived SED stratum. Previous self-harm was more prevalent in the two most deprived groups. Relationships difficulties with partners and other family members were reported more commonly by individuals from less socio-economically deprived areas, as were problems pertaining to finances and employment or studies. Problems in relationships with friends were more prevalent in the most deprived group relative to other groups. LIMITATIONS: Information about problems which preceded self-harm was available only for patients who received psychosocial assessment. CONCLUSIONS: Patients vary considerably across area-level SED strata in terms of gender, ethnicity, and the problems which preceded their self-harm. These findings emphasise the need to use an individualised approach to patients in understanding the unique circumstances which contribute to their self-harm and their specific care needs.


Subject(s)
Self-Injurious Behavior , Employment , England/epidemiology , Hospitals , Humans , Male , Self-Injurious Behavior/epidemiology , Self-Injurious Behavior/psychology
6.
Appl Netw Sci ; 7(1): 43, 2022.
Article in English | MEDLINE | ID: mdl-35789701

ABSTRACT

An issue often confronting economic development agencies is how to minimize unemployment due to disruptions like technological change, trade wars, recessions, or other economic shocks. Decision makers are left to craft policies that can absorb surplus labor with as little pain to workers as possible. The questions they face include how to re-employ displaced workers and how to fill labor shortages. To address such questions, we quantify the proximity of any two occupations based on the skills inherent in each. Taking labor skills as nodes, we model US labor as a weighted network of interdependent skills, deriving link values from geographical patterns of skill co-occurrence. We use this network to locate occupations, measure their proximity to each other, and identify which missing skills may inhibit workers from easily transitioning from one occupation to another. Thus, given that an occupation is a bundle of skills, we use our skills network to help policy makers identify which other occupations are most proximate a worker's current occupation. Finally, we apply our method to assess various worker retraining pathways for metropolitan Washington, DC, USA, whose economy was simultaneously disrupted by both the COVID-19 pandemic and the arrival of a second headquarters for Amazon. Supplementary Information: The online version contains supplementary material available at 10.1007/s41109-022-00487-7.

7.
BJPsych Open ; 8(2): e74, 2022 Mar 23.
Article in English | MEDLINE | ID: mdl-35317881

ABSTRACT

BACKGROUND: People who experience homelessness are thought to be at high risk of suicide, but little is known about self-harm in this population. AIMS: To examine characteristics and outcomes in people experiencing homelessness who presented to hospital following self-harm. METHOD: Data were collected via specialist assessments and/or hospital patient records from emergency departments in Manchester, Oxford and Derby, UK. Data were collected from 1 January 2000 to 31 December 2016, with mortality follow-up via data linkage with NHS Digital to 31 December 2019. Trend tests estimated change in self-harm over time; descriptive statistics described characteristics associated with self-harm. Twelve-month repetition and long-term mortality were analysed using Cox proportional hazards models and controlled for age and gender. RESULTS: There were 4841 self-harm presentations by 3270 people identified as homeless during the study period. Presentations increased after 2010 (IRR = 1.09, 95% CI 1.04-1.14, P < 0.001). People who experienced homelessness were more often men, White, aged under 54 years, with a history of previous self-harm and contact with psychiatric services. Risk of repetition was higher than in domiciled people (HR = 2.05, 95% CI 1.94-2.17, P < 0.001), as were all-cause mortality (HR = 1.45, 95% CI 1.32-1.59. P < 0.001) and mortality due to accidental causes (HR = 2.93, 95% CI 2.41-3.57, P < 0.001). CONCLUSIONS: People who self-harm and experience homelessness have more complex needs and worse outcomes than those who are domiciled. Emergency department contact presents an opportunity to engage people experiencing homelessness with mental health, drug and alcohol, medical and housing services, as well as other sources of support.

8.
Child Adolesc Ment Health ; 27(4): 352-360, 2022 11.
Article in English | MEDLINE | ID: mdl-35042280

ABSTRACT

BACKGROUND: Self-harm, a significant and increasing global problem in children and adolescents, is often repeated and is associated with risk of future suicide. To identify potential interventions, we need to understand the life problems faced by children and adolescents, and by sub-groups of younger people who self-harm. Our aims were to include the following: (a) investigate the type and frequency of life problems in a large sample of children and adolescents who self-harmed. (b) Examine whether problems differ between those who repeat self-harm and those who do not. METHODS: We analysed data for 2000 to 2013 (follow up until 2014) from the Multicentre Study of Self-harm in England on individuals aged 11 to 18 years who presented to one of the five study hospitals following self-harm and received a psychosocial assessment including questions about problems, which precipitated self-harm. RESULTS: In 5648 patients (12,261 self-harm episodes), (75.5% female, mean age 16.1 years) the most frequently reported problems at first episode of self-harm were family problems. Problems around study/employment/study and relationships with friends also featured prominently. The types of problems that precede self-harm differed between late childhood/early adolescence. Abuse, mental health problems and legal problems significantly predicted repeat self-harm for females. CONCLUSION: The most common problems reported by both genders were social/interpersonal in nature, indicating the need for relevant services embedded in the community (e.g. in schools/colleges). Self-harm assessment and treatment choices for children and adolescents must take age and gender into account. To prevent future self-harm, individualised supports and services are particularly needed for abuse, mental health and legal problems.


Subject(s)
Self-Injurious Behavior , Suicide , Adolescent , Child , Employment , England/epidemiology , Female , Humans , Male , Schools , Self-Injurious Behavior/psychology , Suicide/psychology
9.
Eur Psychiatry ; 65(1): e16, 2022 01 31.
Article in English | MEDLINE | ID: mdl-35094742

ABSTRACT

BACKGROUND: Guidance in England recommends psychosocial assessment when presenting to hospital following self-harm but adherence is variable. There is some evidence suggesting that psychosocial assessment is associated with lower risk of subsequent presentation to hospital for self-harm, but the potential cost-effectiveness of psychosocial assessment for hospital-presenting self-harm is unknown. METHODS: A three-state four-cycle Markov model was used to assess cost-effectiveness of psychosocial assessment after self-harm compared with no assessment over 2 years. Data on risk of subsequent self-harm and hospital costs of treating self-harm were drawn from the Multicentre Study of Self-Harm in England, while estimates of effectiveness of psychosocial assessment on risk of self-harm, quality of life, and other costs were drawn from literature. Incremental cost-effectiveness ratios (ICERs) for cost per Quality Adjusted Life Year (QALY) gained were estimated. Parameter uncertainty was addressed in univariate and probabilistic sensitivity analyses. RESULTS: Cost per QALY gained from psychosocial assessment was £10,962 (95% uncertainty interval [UI] £15,538-£9,219) from the National Health Service (NHS) perspective and £9,980 (95% UI £14,538-£6,938) from the societal perspective. Results were generally robust to changes in model assumptions. The probability of the ICER being below £20,000 per QALY gained was 78%, rising to 91% with a £30,000 threshold. CONCLUSIONS: Psychosocial assessment as implemented in the English NHS is likely to be cost-effective. This evidence could support adherence to NICE guidelines. However, further evidence is needed about the precise impacts of psychosocial assessment on self-harm repetition and costs to individuals and their families beyond immediate hospital stay.


Subject(s)
Self-Injurious Behavior , State Medicine , Cost-Benefit Analysis , Hospitals , Humans , Quality of Life , Retrospective Studies , Self-Injurious Behavior/diagnosis
10.
Soc Psychiatry Psychiatr Epidemiol ; 57(1): 139-148, 2022 Jan.
Article in English | MEDLINE | ID: mdl-34282487

ABSTRACT

BACKGROUND: Very little is known about self-harm in children. We describe the characteristics and outcomes of children under 13 years who presented following self-harm to five hospitals in England. METHODS: We included children under 13 years who presented after self-harm to hospitals in the Multicentre Study of Self-harm in England. Information on patients' characteristics and method of self-harm was available through monitoring of self-harm in the hospitals. Area level of socioeconomic deprivation was based on the English Index of Multiple Deprivation (IMD). RESULTS: 387 children aged 5-12 years presented to the study hospitals in 2000-2016, 39% of whom were 5-11 years. Boys outnumbered girls 2:1 at 5-10 years. The numbers of boys and girls were similar at age 11, while at 12 years there were 3.8 girls to every boy. The proportion of study children living in neighbourhoods ranked most deprived (43.4%) was twice the national average. 61.5% of children self-poisoned, 50.6% of them by ingesting analgesics. Of children who self-injured, 45.0% self-cut/stabbed, while 28.9% used hanging/asphyxiation. 32% of the children had a repeat hospital presentation for self-harm, 13.5% re-presented within a year. CONCLUSIONS: Gender patterns of self-harm until age 11 years are different to those of adolescents, with a male preponderance, especially in 5-10 years, and hanging/suffocation being more common. The frequent use of self-poisoning in this age group highlights the need for public health messages to encourage safer household storage of medicines. Self-harm in children is strongly associated with socioeconomic deprivation; understanding the mechanisms involved could be important in effective prevention.


Subject(s)
Self-Injurious Behavior , Suicide , Adolescent , Child , England/epidemiology , Female , Hospitals , Humans , Incidence , Male , Self-Injurious Behavior/epidemiology
11.
Lancet Child Adolesc Health ; 5(11): 782-791, 2021 11.
Article in English | MEDLINE | ID: mdl-34555352

ABSTRACT

BACKGROUND: Studies report an increasing incidence of self-harm in children and adolescents, but the extent to which this is seen in different ethnic groups is unclear. We aimed to investigate rates of emergency department presentations for self-harm in children and adolescents by ethnicity, as well as to examine their demographic characteristics, clinical characteristics, and outcomes. METHODS: In this observational cohort study, we used data on hospital emergency department presentations for self-harm in children and adolescents aged 10-19 years between 2000 and 2016 from the Multicentre Study of Self-harm in England. This study collects data from five general hospitals in Manchester, Oxford, and Derby in the UK, and defines self-harm as any act of intentional self-injury or self-poisoning, regardless of intent. All children and adolescents aged 10-19 years for whom ethnicity data were available were included. Mortality follow-up was available through linkage with mortality records from the Office for National Statistics. Rates of self-harm over time, demographic and clinical characteristics, and self-harm methods were investigated by ethnic group. Risk of repeat self-harm and mortality following an initial presentation for self-harm was compared by ethnic group using Kaplan-Meier curves and Cox proportional hazards models. FINDINGS: Of 14 894 individuals who presented at hospitals with self-harm, 11 906 had data for ethnicity, of whom 10 211 (85·8%) were White, 344 (2·9%) were Black, 619 (5·2%) were South Asian, and 732 (6·1%) were other non-White. Rates of self-harm were highest in White children and adolescents but increased between 2009 and 2016 in all ethnicities. Mean annual rates of self-harm per 100 000 population were 574 for White, 225 for Black, 260 for South Asian, and 344 for other non-White groups. Increases in rates of self-harm between 2009 and 2016 appeared slightly greater in Black groups (incidence rate ratio 1·07 [95% CI 1·03-1·11]), South Asian groups (1·05 [1·01-1·09]), and other non-White groups (1·11 [1·06-1·16]) than in White groups (1·02 [1·00-1·03]). Children and adolescents from a minority ethnic background were more likely to live in areas of high deprivation and were less likely to receive a specialist psychosocial assessment than were White children and adolescents. Children and adolescents from minority ethnic groups were also less likely to repeat self-harm. However, there were no differences in suicide mortality by ethnic group, although the numbers were small. INTERPRETATION: Minority ethnic children and adolescents accounted for an increased proportion of self-harm presentations to hospital over time compared with White ethnic groups. The minority ethnic groups also tended to be more socioeconomically disadvantaged and were less likely to receive a psychosocial assessment. Socioeconomic disparities need to be addressed, and equitable access to culturally sensitive comprehensive psychosocial assessments must be ensured. FUNDING: UK Department of Health and Social Care.


Subject(s)
Ethnicity/statistics & numerical data , Poisoning/epidemiology , Self-Injurious Behavior/epidemiology , Suicide/statistics & numerical data , Adolescent , Child , Cohort Studies , Emergency Service, Hospital/statistics & numerical data , England/epidemiology , Female , Humans , Incidence , Male , Minority Groups/statistics & numerical data , Risk Factors , Self-Injurious Behavior/mortality , Social Deprivation
12.
MMWR Morb Mortal Wkly Rep ; 70(12): 442-448, 2021 03 26.
Article in English | MEDLINE | ID: mdl-33764967

ABSTRACT

School closures affected more than 55 million students across the United States when implemented as a strategy to prevent the transmission of SARS-CoV-2, the virus that causes COVID-19 (1). Reopening schools requires balancing the risks for SARS-CoV-2 infection to students and staff members against the benefits of in-person learning (2). During December 3, 2020-January 31, 2021, CDC investigated SARS-CoV-2 transmission in 20 elementary schools (kindergarten through grade 6) that had reopened in Salt Lake County, Utah. The 7-day cumulative number of new COVID-19 cases in Salt Lake County during this time ranged from 290 to 670 cases per 100,000 persons.† Susceptible§ school contacts¶ (students and staff members exposed to SARS-CoV-2 in school) of 51 index patients** (40 students and 11 staff members) were offered SARS-CoV-2 reverse transcription-polymerase chain reaction (RT-PCR) testing. Among 1,041 susceptible school contacts, 735 (70.6%) were tested, and five of 12 cases identified were classified as school-associated; the secondary attack rate among tested susceptible school contacts was 0.7%. Mask use among students was high (86%), and the median distance between students' seats in classrooms was 3 ft. Despite high community incidence and an inability to maintain ≥6 ft of distance between students at all times, SARS-CoV-2 transmission was low in these elementary schools. The results from this investigation add to the increasing evidence that in-person learning can be achieved with minimal SARS-CoV-2 transmission risk when multiple measures to prevent transmission are implemented (3,4).


Subject(s)
COVID-19/epidemiology , COVID-19/transmission , SARS-CoV-2/isolation & purification , Schools/statistics & numerical data , Adult , COVID-19/prevention & control , COVID-19 Nucleic Acid Testing , Child , Child, Preschool , Contact Tracing , Female , Humans , Male , Masks/statistics & numerical data , Middle Aged , Physical Distancing , Schools/organization & administration , Utah/epidemiology
13.
J Psychiatr Res ; 137: 437-443, 2021 05.
Article in English | MEDLINE | ID: mdl-33774538

ABSTRACT

INTRODUCTION: The COVID-19 pandemic and resulting public health measures may have major impacts on mental health, including on self-harm. We have investigated what factors related to the pandemic influenced hospital presentations following self-harm during lockdown in England. METHOD: Mental health clinicians assessing individuals aged 18 years and over presenting to hospitals in Oxford and Derby following self-harm during the period March 23rd to May 17, 2020 recorded whether the self-harm was related to the impact of COVID-19 and, if so, what specific factors were relevant. These factors were organized into a classification scheme. Information was also collected on patients' demographic characteristics, method of self-harm and suicide intent. RESULTS: Of 228 patients assessed, in 46.9% (N = 107) COVID-19 and lockdown restrictions were identified as influencing self-harm. This applied more to females than males (53.5%, N = 68/127 v 38.6%, N = 39/101, χ2 = 5.03, p = 0.025), but there were no differences in age, methods of self-harm or suicide intent between the two groups. The most frequent COVID-related factors were mental health issues, including new and worsening disorders, and cessation or reduction of services (including absence of face-to-face support), isolation and loneliness, reduced contact with key individuals, disruption to normal routine, and entrapment. Multiple, often inter-connected COVID-related factors were identified in many patients. CONCLUSIONS: COVID-related factors were identified as influences in nearly half of individuals presenting to hospitals following self-harm in the period following introduction of lockdown restrictions. Females were particularly affected. The fact that mental health problems, including issues with delivery of care, predominated has implications for organisation of services during such periods. The contribution of isolation, loneliness and sense of entrapment highlight the need for relatives, friends and neighbours to be encouraged to reach out to others, especially those living alone. The classification of COVID-related factors can be used as an aide-memoire for clinicians.


Subject(s)
COVID-19/epidemiology , COVID-19/prevention & control , Communicable Disease Control , Pandemics , Self-Injurious Behavior/epidemiology , Adolescent , Adult , England/epidemiology , Female , Humans , Male , Middle Aged , Physical Distancing , Young Adult
14.
J Affect Disord ; 282: 991-995, 2021 03 01.
Article in English | MEDLINE | ID: mdl-33601744

ABSTRACT

BACKGROUND: The COVID-19 pandemic and public health measures necessary to address it may have major effects on mental health, including on self-harm. We have used well-established monitoring systems in two hospitals in England to investigate trends in self-harm presentations to hospitals during the early period of the pandemic. METHOD: Data collected in Oxford and Derby on patients aged 18 years and over who received a psychosocial assessment after presenting to the emergency departments following self-harm were used to compare trends during the three-month period following lockdown in the UK (23rd March 2020) to the period preceding lockdown and the equivalent period in 2019. RESULTS: During the 12 weeks following introduction of lockdown restrictions there was a large reduction in the number of self-harm presentations to hospitals by individuals aged 18 years and over compared to the pre-lockdown weeks in 2020 (mean weekly reduction of 13.5 (95% CI 5.6 - 21.4) and the equivalent period in 2019 (mean weekly reduction of 18.0 (95% CI 13.9 - 22.1). The reduction was greater in females than males, occurred in all age groups, with a larger reduction in presentations following self-poisoning than self-injury. CONCLUSIONS: A substantial decline in hospital presentations for self-harm occurred during the three months following the introduction of lockdown restrictions. Reasons could include a reduction in self-harm at the community level and individuals avoiding presenting to hospital following self-harm. Longer-term monitoring of self-harm behaviour during the pandemic is essential, together with efforts to encourage help-seeking and the modification of care provision.


Subject(s)
COVID-19 , Self-Injurious Behavior , Adolescent , Adult , Communicable Disease Control , Emergency Service, Hospital , England/epidemiology , Female , Hospitals , Humans , Male , Pandemics , SARS-CoV-2 , Self-Injurious Behavior/epidemiology
16.
Entropy (Basel) ; 22(10)2020 Sep 25.
Article in English | MEDLINE | ID: mdl-33286847

ABSTRACT

Cities are among the best examples of complex systems. The adaptive components of a city, such as its people, firms, institutions, and physical structures, form intricate and often non-intuitive interdependencies with one another. These interdependencies can be quantified and represented as links of a network that give visibility to otherwise cryptic structural elements of urban systems. Here, we use aspects of information theory to elucidate the interdependence network among labor skills, illuminating parts of the hidden economic structure of cities. Using pairwise interdependencies we compute an aggregate, skills-based measure of system "tightness" of a city's labor force, capturing the degree of integration or internal connectedness of a city's economy. We find that urban economies with higher tightness tend to be more productive in terms of higher GDP per capita. However, related work has shown that cities with higher system tightness are also more negatively affected by shocks. Thus, our skills-based metric may offer additional insights into a city's resilience. Finally, we demonstrate how viewing the web of interdependent skills as a weighted network can lead to additional insights about cities and their economies.

17.
J Affect Disord ; 276: 699-706, 2020 11 01.
Article in English | MEDLINE | ID: mdl-32871703

ABSTRACT

BACKGROUND: Paracetamol is frequently used for intentional self-poisoning, especially in the UK, despite pack size restrictions introduced in 1998. Knowing more about paracetamol self-poisoning may identify further approaches to prevention. METHODS: We used data from the Multicentre Study of Self-harm in England for 2004-2014 to calculate incidence rates of presentations to Emergency Departments following self-poisoning with pure paracetamol alone. National estimates for England for 2011-2014 were extrapolated using indirect age-standardised rates. The characteristics of individuals taking paracetamol overdoses and the size of the overdoses were investigated. RESULTS: A third of 54,863 intentional overdoses presenting to the five Emergency Departments involved paracetamol without other drugs (N = 18,011), taken by 13,171 individuals (63.4% female).  The proportion of paracetamol self-poisonings was similar in the three centres. Extrapolation suggested there were approximately 50,000 paracetamol overdoses in England annually during 2011-2014. Females had higher rates of paracetamol overdose than males.  Males and older individuals took larger overdoses.  Nearly a quarter of individuals (24.2%) consumed more than 32 tablets. Alcohol was involved in 53.7% of paracetamol overdoses. LIMITATIONS: Data were collected in three centres with predominantly urban populations. Extrapolation from local to national rates should be interpreted with caution. CONCLUSIONS: Paracetamol overdose remains a major problem in the UK. It is more common in females and younger patients, but males and older patients consume larger overdoses. Consideration should be given to further restriction in pack sizes and sources of sales, in keeping with those of several other European countries.


Subject(s)
Analgesics, Non-Narcotic , Drug Overdose , Self-Injurious Behavior , Acetaminophen , Drug Overdose/epidemiology , England/epidemiology , Epidemiologic Studies , Europe , Female , Humans , Male , Self-Injurious Behavior/epidemiology
18.
Epidemiol Psychiatr Sci ; 29: e108, 2020 Mar 12.
Article in English | MEDLINE | ID: mdl-32160934

ABSTRACT

AIMS: The aim of this study was to estimate incidence of self-harm presentations to hospitals and their associated hospital costs across England. METHODS: We used individual patient data from the Multicentre Study of Self-harm in England of all self-harm presentations to the emergency departments of five general hospitals in Oxford, Manchester and Derby in 2013. We also obtained cost data for each self-harm presentation from the hospitals in Oxford and Derby, as well as population and geographical estimates from the Office for National Statistics. First, we estimated the rate of self-harm presentations by age and gender in the Multicentre Study and multiplied this with the respective populations to estimate the number of self-harm presentations by age and gender for each local Clinical Commissioning Group (CCG) area in England. Second, we performed a regression analysis on the cost data from Oxford and Derby to predict the hospital costs of self-harm in Manchester by age, gender, receipt of psychosocial assessment, hospital admission and type of self-harm. Third, the mean hospital cost per age year and gender were combined with the respective number of self-harm presentations to estimate the total hospital costs for each CCG in England. Sensitivity analysis was performed to address uncertainty in the results due to the extrapolation of self-harm incidence and cost from the Multicentre Study to England. RESULTS: There were 228 075 estimated self-harm presentations (61% were female) by 159 857 patients in 2013 in England. The largest proportions of self-harm presentations were in the age group 40-49 years (30%) for men and 19-29 years (28%) for women. Associated hospital costs were approximately £128.6 (95% CI 117.8-140.9) million in 2013. The estimated incidence of self-harm and associated hospital costs were lower in the majority of English coastal areas compared to inland regions but the highest costs were in Greater London. Costs were also higher in more socio-economically deprived areas of the country compared with areas that are more affluent. The sensitivity analyses provided similar results. CONCLUSIONS: The results of this study highlight the extent, hospital costs and distribution of self-harm presentations to hospitals in England and identify potential sub-populations that might benefit from targeted actions to help prevent self-harm and assist those who have self-harmed. They can support national as well as local health stakeholders in allocating funds and prioritising interventions in areas with the greatest need for preventing and managing self-harm.


Subject(s)
Emergency Service, Hospital/statistics & numerical data , Hospital Costs/statistics & numerical data , Self-Injurious Behavior/epidemiology , Suicide/statistics & numerical data , Adolescent , Adult , Age Distribution , Aged , England/epidemiology , Female , Hospitalization , Hospitals, General , Humans , Incidence , Male , Middle Aged , Self-Injurious Behavior/psychology , Sex Distribution , Socioeconomic Factors , Young Adult
19.
Lancet Child Adolesc Health ; 4(2): 111-120, 2020 02.
Article in English | MEDLINE | ID: mdl-31926769

ABSTRACT

BACKGROUND: Self-harm and suicide in children and adolescents are growing problems, and self-harm is associated with a significant risk of subsequent death, particularly suicide. Long-term follow-up studies are necessary to examine the extent and nature of this association. METHODS: For this prospective observational cohort study, we used data from the Multicentre Study of Self-harm in England for all individuals aged 10-18 years who presented to the emergency department of five study hospitals in Oxford, Manchester, and Derby after non-fatal self-harm between Jan 1, 2000, and Dec 31, 2013. Deaths were identified through the Office for National Statistics via linkage with data from NHS Digital up until Dec 31, 2015. The key outcomes were mortality after presentation to hospital for self-harm, categorised into suicide, accidental deaths, and death by other causes. We calculated incidence of suicide since first hospital presentation for self-harm and used Cox proportional hazard models to estimate the associations between risk factors (sex, age, previous self-harm) and suicide. FINDINGS: Between Jan 1, 2000, and Dec 31, 2013, 9303 individuals aged 10-18 years presented to the study hospitals. 130 individuals were excluded because they could not be traced on the national mortality register or had missing data on sex or age, thus the resulting study sample consisted of 9173 individuals who had 13 175 presentations for self-harm. By the end of the follow-up on Dec 31, 2015, 124 (1%) of 9173 individuals had died. 55 (44%) of 124 deaths were suicides, 27 (22%) accidental, and 42 (34%) due to other causes. Of the 9173 individuals who presented for self-harm, 55 (0·6%) died by suicide. Most suicide deaths involved self-injury (45 [82%] of 55 deaths). Switching of method between self-harm and suicide was common, especially from self-poisoning to hanging or asphyxiation. The 12-month incidence of suicide in this cohort was more than 30 times higher than the expected rate in the general population of individuals aged 10-18 years in England (standardised mortality ratio 31·0, 95% CI 15·5-61·9). 42 (76%) of 55 suicides occurred after age 18 years and the annual incidence remained similar during more than 10 years of follow-up. Increased suicide risk was associated with male sex (adjusted hazard ratio 2·50, 95% CI 1·46-4·26), being an older adolescent at presentation to hospital for self-harm (1·82, 0·93-3·54), use of self-injury for self-harm (2·11, 1·17-3·81; especially hanging or asphyxiation [4·90, 1·47-16·39]), and repeated self-harm (1·87, 1·10-3·20). Accidental poisoning deaths were especially frequent among males compared with females (odds ratio 6·81, 95% CI 2·09-22·15). INTERPRETATION: Children and adolescents who self-harm have a considerable risk of future suicide, especially males, older adolescents, and those who repeated self-harm. Risk might persist over several years. Switching of method from self-harm to suicide was common, usually from self-poisoning to self-injury (especially hanging or asphyxiation). Self-harm is also associated with risk of death from accidental poisoning, particularly involving drugs of abuse, especially in young males. FUNDING: UK Department of Health and Social Care.


Subject(s)
Mental Disorders/psychology , Self-Injurious Behavior/psychology , Suicide, Attempted/psychology , Suicide/psychology , Adolescent , Adolescent Behavior/psychology , Child , Child Behavior/psychology , England/epidemiology , Female , Follow-Up Studies , Humans , Incidence , Male , Mental Disorders/epidemiology , Proportional Hazards Models , Prospective Studies , Risk Factors , Self-Injurious Behavior/epidemiology , Suicide/statistics & numerical data , Suicide, Attempted/statistics & numerical data
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