Higher Deprivation Index Research Articles

Modelling Deprivation Level and Multimorbidity in a Health District

Deprivation is associated with an increased risk of developing chronic health conditions and with worse outcomes in multimorbidity. The goal of our study was to develop an integrated population index of deprivation (IPID) to observe the influence of deprivation on morbidity and the subsequent use of healthcare resources in one health district, using the socioeconomic, clinical and geographical data from its administrative health records. Eight socioeconomic indicators were identified and weighted using the methodology of two-phase principal component analysis, providing an index that allowed each census section to be classified into seven deprivation groups. Secondly, the possible relation between the IPID and the variables for multimorbidity and healthcare resources was analysed using the theory of multiple comparisons. It was observed that places with a greater proportion of healthy people presented lower values of deprivation and that, at lower levels of deprivation, there were fewer hospital admissions. The results show that living in an area with a higher deprivation index is associated with greater consumption of healthcare resources and disease burden. Identifying areas of sociosanitary vulnerability can help to identify health inequalities and allow intervention by clinical practices and healthcare management to reduce them.

Associations between Neighborhood Deprivation Index, Parent Perceptions and Preschooler Lifestyle Behaviors.

Parental perceptions and use of neighborhood facilities are important factors that are related to children’s dietary intake and physical activity. The aim of this study was to examine the association between neighborhood deprivation index, parents’ perceptions of their neighborhood environment, and healthy/unhealthy markers of child dietary intake, physical activity, and TV screen time. This cross-sectional study was conducted in Dublin, Ireland. The lifestyle behaviors among children and parental perceptions of their neighborhood environment were reported by the parents of 276 children aged 3–5 years by using parent-completed questionnaires. Deprivation index was assessed using the geographic information system (GIS). Data were analyzed using binary logistic regression, adjusting for socio-demographic confounders. In adjusted models, high deprivation index was associated with parental perception of the neighborhood as unsafe for walking and cycling due to crime (OR 1.59, 95% CI 1.04–2.43, p = 0.031) and children’s low engagement in structured physical activity (OR 0.35, 95% CI 0.17–0.72, p = 0.004). Parental perceptions of an unsafe neighborhood due to heavy traffic were negatively correlated with children’s active play (OR 0.73, 95% CI 0.55–0.95, p = 0.022). Children whose parents reported high satisfaction with the number of local sit-in and takeaway restaurants were 41% more likely to consume confectionary/sugar sweetened beverages (SSBs) weekly. In this age group, parents play an important role in children’s lifestyle behaviors; therefore, a better understanding of parents’ perceptions and their use of neighborhood facilities could contribute to creating a healthy environment for this age group.

Risk of Sars-CoV-2 infection and disease severity in people at socioeconomic disadvantage in Italy

BackgroundEvidence accumulated in the past months indicating that COVID-19 affects people at socioeconomic (SE) disadvantage more strongly. This is embodied by the COVID-19 syndemic concept, i.e., the biological, economic, and social interactions between non-communicable diseases and COVID-19 increase a person's susceptibility to infection and worse health outcomes. Here, we explored the relationship among the SE position and the risk of Sars-CoV-2 infection and disease severity in Tuscany and Apulia, two Italian regions, during the 1st(Feb-Jun2020) and 2nd(Sep-Dec2020) epidemic waves.MethodsWe included all individuals tested (only for Apulia) and/or resulted positive for SARS-CoV2(for Tuscany and Apulia) and reported to regional surveillance system. We linked surveillance data with the deprivation index (DI)(1-5 scale; DI = 5 highest deprivation) of the area of living. We calculated the relative risk (RR) of acquiring Sars-CoV-2, COVID-19-related hospitalization, and death of deprived individuals compared with people in the highest SEP-we adjusted for gender and age.ResultsA total of 159507 (82897 F; 76610 M) individuals with prior or current Sars-CoV-2 infection were included in our study, 71320 from Apulia and 88187 from Tuscany. For people aged over 30, and with a DI > 2, the RR of acquiring the infection increased for individuals with higher DI. The RR of being hospitalized and of death, were significantly higher for people over 30 with DI = 5. In Apulia, test positivity rate was comparable across all population groups during the 1stwave, while it increased among individuals with higher DI during the 2ndwave.ConclusionsAccording to our results, SE disadvantage is associated with an increased risk of acquiring Sars-CoV-2, and to suffer from severe outcomes when infected. Based on available data, diagnostic test access was more equitable during 1stepidemic wave. This study calls for targeted health policies and actions to protect those with the greatest SE vulnerability.Key messages Available Italian data, indicate that higher socioeconomic disadvantage is associated with an increased risk of acquiring Sars-CoV-2, and to suffer from severe outcomes when infected.Our study highlights the importance of adopting targeted health policies and action to protect those with the greatest socioeconomic vulnerability and enhance equity.

Deprivation Index and Lifestyle: Baseline Cross-Sectional Analysis of the PREDIMED-Plus Catalonia Study.

This baseline cross-sectional analysis from data acquired in a sub-sample of the PREDIMED-Plus study participants aimed to evaluate the relation between the Composite Socioeconomic Index (CSI) and lifestyle (diet and physical activity). This study involved 1512 participants (759 (52.2%) women) between 55 and 80 years with overweight/obesity and metabolic syndrome assigned to 137 primary healthcare centers in Catalonia, Spain. CSI and lifestyle (diet and physical activity) were assessed. Multiple linear regression or multinomial regression were applied to the data. Cluster analysis was performed to identify dietary patterns. The multiple linear regression model showed that a high deprivation index was related to a higher consumption of refined cereals (11.98 g/d, p-value = 0.001) and potatoes (6.68 g/d, p-value = 0.001), and to a lower consumption of fruits (−17.52 g/d, p-value = 0.036), and coffee and tea (−8.03 g/d, p-value = 0.013). Two a posteriori dietary patterns were identified by cluster analysis and labeled as “healthy” and “unhealthy”. In addition, the multinomial regression model showed that a high deprivation index was related to an unhealthy dietary pattern and low physical activity (OR 1.42 [95% CI 1.06–1.89]; p-value < 0.05). In conclusion, a high deprivation index was related to an unhealthy lifestyle (diet and physical activity) in PREDIMED-Plus study participants.

Evaluation of Vaccination Strategies to Compare Efficient and Equitable Vaccine Allocation by Race and Ethnicity Across Time

Identifying the most efficient COVID-19 vaccine allocation strategy may substantially reduce hospitalizations and save lives while ensuring an equitable vaccine distribution. To simulate the association of different vaccine allocation strategies with COVID-19-associated morbidity and mortality and their distribution across racial and ethnic groups. We developed and internally validated the risk of COVID-19 infection and risk of hospitalization models on randomly split training and validation data sets. These were used in a computer simulation study of vaccine prioritization among adult health plan members who were drawn from an integrated health care delivery system. The study was conducted from January 3, 2021, to June 1, 2021, in Oakland, California, and the data were analyzed during the same period. We simulated the association of different vaccine allocation strategies, including (1) random, (2) a US Centers for Disease Control and Prevention (CDC) proxy, (3) age based, and (4) combinations of models for the risk of adverse outcomes (CRS) and COVID-19 infection (PROVID), with COVID-19-related hospitalizations between May 1, 2020, and December 31, 2020, that were randomly permuted by month across 250 simulations and assessed vaccine allocation by race and ethnicity and the neighborhood deprivation index across time. The study included 3 202 679 adult patients (mean [SD] age, 48.2 [18.0] years; 1 677 637 women [52.4%]; 1 525 042 men [47.6%]; 611 154 Asian [19.1%], 206 363 Black [6.4%], 642 344 Hispanic [20.1%], and 1 390 638 White individuals [43.4%]), of whom 36 137 (1.1%) were positive for SARS-CoV-2. A risk-based strategy (CRS/PROVID) showed the largest avoidable hospitalization estimates (4954; 95% CI, 3452-5878) followed by age-based (4362; 95% CI, 2866-5175) and CDC proxy (4085; 95% CI, 2805-5109) strategies. Random vaccination showed substantially lower reductions in adverse outcomes. Risk-based strategies also showed the largest number of avoidable COVID-19 deaths (joint CRS/PROVID) and household transmissions. Risk-based (PROVID) and CDC proxy strategies were estimated to vaccinate the highest percentage of Hispanic and Black patients in 8 months (joint CRS/PROVID: 642 570 [100%] Hispanic, 185 530 [90%] Black; PROVID: 642 570 [100%] Hispanic, 198 480 [96%] Black; CDC proxy: 605 770 [95%] Hispanic and 151 772 [74%] Black) compared with an age-based approach (438 423 [68%] Hispanic, 154 714 [75%] Black). Overall, the PROVID and joint CRS/PROVID risk-based strategies were estimated to be followed by the most patients from areas with high neighborhood deprivation index being vaccinated early. In this simulation modeling study of adults from a large integrated health care delivery system, risk-based strategies were associated with the largest estimated reductions in COVID-19 hospitalizations, deaths, and household transmissions compared with the CDC proxy and age-based strategies, with a higher proportion of Hispanic and Black patients were estimated to be vaccinated early in the process compared with the CDC strategy.

Childhood Respiratory Outpatient Visits Correlate With Socioeconomic Status and Drive Geographic Patterns in Antibiotic Prescribing.

Reducing geographic disparities in antibiotic prescribing is a central public health priority to combat antibiotic resistance, but drivers of this variation have been unclear. We measured how variation in outpatient visit rates (observed disease) and antibiotic prescribing rates per visit (prescribing practices) contributed to geographic variation in per capita antibiotic prescribing in Massachusetts residents younger than 65 years between 2011 and 2015. Of the difference in per capita antibiotic prescribing between high- and low-prescribing census tracts in Massachusetts, 45.2% was attributable to variation in outpatient visit rates, while 25.8% was explained by prescribing practices. Outpatient visits for sinusitis, pharyngitis, and suppurative otitis media accounted for 30.3% of the gap in prescribing, with most of the variation in visit rates concentrated in children younger than 10 years. Outpatient visits for these conditions were less frequent in census tracts with high social deprivation index. Interventions aimed at reducing geographic disparities in antibiotic prescribing should target the drivers of outpatient visits for respiratory illness and should account for possible underutilization of health services in areas with the lowest antibiotic consumption. Our findings challenge the conventional wisdom that prescribing practices are the main driver of geographic disparities in antibiotic use.

Characteristics of Severe Acute Respiratory Syndrome Coronavirus-2 Infection and Comparison With Influenza in Children Admitted to U.K. PICUs

Severe acute respiratory syndrome coronavirus-2 affects adults disproportionately more than children. A small proportion of children with severe acute respiratory syndrome coronavirus-2 required admission to a PICU. We describe the nationwide U.K. PICU experience of severe acute respiratory syndrome coronavirus-2 infection during the first wave of the pandemic and compare this with the critical care course of the 2019 influenza cohort. Prospective nationwide cohort study of characteristics of severe acute respiratory syndrome coronavirus-2-positive children. Data collection utilized routine Pediatric Intensive Care Audit Network and severe acute respiratory syndrome coronavirus-2-specific data. All U.K. PICUs. Children less than 18 years old, admitted to U.K. PICUs between March 14, 2020, and June 13, 2020, and a positive severe acute respiratory syndrome coronavirus-2 polymerase chain reaction. Children admitted to U.K. PICUs in 2019 with influenza provided comparison. None. We identified 76 PICU admissions among 73 children with a positive severe acute respiratory syndrome coronavirus-2 polymerase chain reaction test. Prevalence of PICU admissions per million was 5.2 for children versus 260 for adults. Ten children (14%) were identified on routine screening. Seventeen children (23%) had pediatric inflammatory multisystem syndrome temporally associated with severe acute respiratory syndrome coronavirus-2. Seventeen (23%) had coinfections. Invasive ventilation was required in seven of 17 children (41%) with pediatric inflammatory multisystem syndrome temporally associated with severe acute respiratory syndrome coronavirus-2 versus 38 of 56 other severe acute respiratory syndrome coronavirus-2 positive children (68%), with 77% requiring vasoactive support versus 43%, respectively. Seven children (10%) died. In comparison with influenza children, severe acute respiratory syndrome coronavirus-2 children were older (median [interquartile range]: 10 [1-13] vs 3 yr [1-8 yr]), more often Black or Asian (52% v 18%), higher weight z score (0.29 [-0.80 to 1.62] vs -0.41 [-1.37 to 0.63]), and higher deprivation index (3.3 [-1 to 6.3] vs 1.2 [-1.8 to 4.4]). Comorbidities, frequency of organ supports, and length of stay were similar. This nationwide study confirms that PICU admissions with severe acute respiratory syndrome coronavirus-2 infections were infrequent. We have reported similarities and differences in sociodemographic characteristics, organ support interventions, and outcomes of children affected by severe acute respiratory syndrome coronavirus-2 compared with influenza.

Association of Neighborhood Deprivation With Epigenetic Aging Using 4 Clock Metrics

Neighborhood deprivation is associated with age-related disease, mortality, and reduced life expectancy. However, biological pathways underlying these associations are not well understood. To evaluate the association between neighborhood deprivation and epigenetic measures of age acceleration and genome-wide methylation. This cross-sectional study used data from the Sister Study, a prospective cohort study comprising 50 884 women living in the US and Puerto Rico aged 35 to 74 years at enrollment who had a sister with breast cancer but had not had breast cancer themselves. Cohort enrollment occurred between July 2003 and March 2009. Participants completed a computer-assisted telephone interview on demographic, socioeconomic, lifestyle, and residential factors and provided anthropometric measures and peripheral blood samples at a home examination. DNA methylation data obtained for 2630 non-Hispanic White women selected for a case-cohort study in 2014 were used in this cross-sectional analysis. DNA methylation was measured using the HumanMethylation450 BeadChips in whole blood samples collected at baseline. Data analysis for this study was performed from October 17, 2019, to August 27, 2020. Each participants' primary address was linked to an established index of neighborhood deprivation. Epigenetic age was estimated using 4 epigenetic clocks (Horvath, Hannum, PhenoAge, and GrimAge). Age acceleration was determined using residuals from regressing chronologic age on each of the 4 epigenetic age metrics. Linear regression was used to estimate associations between neighborhood deprivation and epigenetic age acceleration as well as DNA methylation at individual cytosine-guanine sites across the genome. Mean (SD) age of the 2630 participants was 56.9 (8.7) years. Those with the greatest (>75th percentile) vs least (≤25th percentile) neighborhood deprivation had higher epigenetic age acceleration estimated by Hannum (β = 0.23; 95% CI, 0.01-0.45), PhenoAge (β = 0.28; 95% CI, 0.06-.50), and GrimAge (β = 0.37; 95% CI, 0.12-0.62). Increasing US quartiles of neighborhood deprivation exhibited a trend with Hannum, PhenoAge, and GrimAge. For example, GrimAge showed a significant dose-response (P test for trend <.001) as follows: level 2 vs level 1 (β = 0.30; 95% CI, 0.17-0.42), level 3 vs level 1 (β = 0.35; 95% CI, 0.19-0.50), and level 4 vs level 1 (β = 0.37; 95% CI, 0.12-0.62). Neighborhood deprivation was found to be associated with 3 cytosine-phosphate-guanine sites, with 1 of these annotated to a known gene MAOB (P = 9.71 × 10-08). The findings of this study suggest that residing in a neighborhood with a higher deprivation index appears to be reflected by methylation-based markers of aging.

Pre-post school educational intervention assessment on HPV vaccination attitudes and willingness

Abstract Background In Italy, vaccination coverage against human Papilloma Virus (HPV) showed a decreasing trend during last years. Different reasons could lead to a decrease in HPV vaccination confidence, such as not taking part to school seminars on HPV infection and vaccination. A pre-post intervention study was conducted in order to assess the improvement of knowledge, attitudes and behavior on HPV-related diseases and willingness on HPV vaccination among secondary school students. Methods Two anonymous pre-post intervention questionnaires made up of 25 and 8 items, respectively, were administered to a representative sample of students attending secondary schools of Palermo, Italy. Between the two questionnaire administration, an educational intervention on HPV-related diseases and HPV vaccination, conducted by Public Health medical residents at the University of Palermo, was carried out. Results During 2017/2018 and 2018/2019 school years, a sample of 1702 students, attending 18 first-grade secondary schools of the Province of Palermo, was enrolled. Evaluating a 10-scale likert question on the willingness of the children regarding vaccination against HPV, a significant increase of the average score from 8.50 (SD ± 1.79) to 9.01 (SD ± 1.50) (p value &amp;lt;0.001) was observed after intervention. At the multivariate analysis, male students (adjOR 1.76; 95% CI 1.28-2.42) and students attending schools in areas with a high deprivation index (adjOR 1.25; CI 95 % 1.01-1.55), showed a lower increase in HPV vaccination willingness after the educational intervention. In addition, 188 children from 5 schools of more deprived areas, not yet immunized, were vaccinated against HPV. Conclusions Standardized educational interventions in the school environment could increase confidence towards HPV and other vaccinations among students. Furthermore, vaccination offer at schools could represent a fundamental strategy to increase vaccination coverage, especially in more deprived areas. Key messages The research confirms the effectiveness of school educational interventions in increasing HPV vaccination confidence. Vaccination offer at schools could represent a fundamental strategy to increase vaccination coverage especially in more deprived areas.

Individual and Neighborhood Factors Associated With Failure to Vaccinate Against Influenza During Pregnancy.

Uptake of influenza vaccine among pregnant women remains low. We investigated whether unvaccinated pregnant women were clustered geographically and determined factors associated with failure to vaccinate using spatial and multivariate logistic regression analyses. Pregnant women who were members of Kaiser Permanente Northern California in 2015 or 2016 were included in the study. More than half (53%) of the 77,607 included pregnant women were unvaccinated. Spatial analysis identified 5 clusters with a high prevalence of unvaccinated pregnant women. The proportion of unvaccinated women ranged from 57% to 75% within clusters as compared with 51% outside clusters. In covariate-adjusted analyses, residence in a cluster was associated with a 41% increase in the odds of being unvaccinated (odds ratio (OR)=1.41, 95% confidence interval (CI): 1.36, 1.46). The odds of being unvaccinated were greater for Black women (OR=1.58, 95% CI: 1.49, 1.69), Hispanic women (OR=1.15, 95% CI: 1.05, 1.25), women with subsidized health insurance (OR=1.18, 95% CI: 1.11, 1.24), women with fewer than 5 prenatal-care visits (OR=1.85, 95% CI: 1.60, 2.16), and neighborhoods with a high deprivation index (fourth quartile vs. first: OR=1.14, 95% CI: 1.07, 1.21). In conclusion, unvaccinated pregnant women were clustered geographically and by key sociodemographic factors. These findings suggest that interventions to increase influenza vaccine coverage among pregnant women are needed, particularly in vulnerable populations.

Residential area deprivation and risk of subsequent hospital admission in a British population: the EPIC-Norfolk cohort

ObjectivesTo investigate whether residential area deprivation index predicts subsequent admissions to hospital and time spent in hospital independently of individual social class and lifestyle factors.DesignProspective population-based study.SettingThe European Prospective Investigation...

Impact of Socioeconomic Status on Outcomes Post-Ventricular Assist Device Implantation

Purpose Socioeconomic status (SES) is an important prognostic factor among patients with heart failure though its impact on post-ventricular assist device (VAD) outcomes is not yet known. Methods A retrospective analysis of patients who received LVADs at a single high-volume institution from 2007 to 2018 was conducted. SES was evaluated using the area deprivation index (ADI), a multifactorial neighborhood-based metric developed by Kind et al, where higher deprivation index denotes worse SES. Patients were stratified into four cohorts based on their national ADI: ≤10th, 11-50th, 51-89th and ≥90th percentiles. Results During the study period, 387 VAD pts were identified. Overall, 81% were male, 65% were Caucasian, 28% belonged to INTERMACS class I, 56% were destination therapy (DT), and 13% required biventricular support. Based on their ADI, 37 pts (10%) were ≤10th, 222 pts (57%) were 11-50th, 105 pts (27%) were 51-89th and 23 pts were ≥90th percentile (6%). All cohorts had comparable baseline characteristics. ≥90th percentile group had the highest proportion of DT patients (71 vs 52%, p Conclusion In this single-center, retrospective study, worse SES tended to have a protective effect though this remains to be validated in a larger cohort. The area deprivation index (ADI) may offer a new, powerful method to evaluate patients’ SES in the heart failure patient population, and their prognosis post-ventricular assist device implantation.

Determinants of Case Fatality After Hospitalization for Stroke in France 2010 to 2015.

Background and Purpose- The aims of this study were to (1) describe early and late case fatality rates after stroke in France, (2) evaluate whether their determinants differed, and (3) analyze time trends between 2010 and 2015. Methods- Data were extracted from the Système National des données de santé database. Patients hospitalized for stroke each year from 2010 to 2015, aged ≥18 years, and affiliated to the general insurance scheme were selected. Cox regressions were used to separately analyze determinants of 30-day and 31- to 365-day case fatality rates for each stroke type (ischemic, intracerebral hemorrhage, and subarachnoid hemorrhage). Results- In 2015, of the 73 124 persons hospitalized for stroke, 26.8% died in the following year, with the majority of deaths occurring within the first 30 days (56.9%). Nonadmission to a stroke unit, older age, and having comorbidities were all associated with a poorer 30-day and 31- to 365-day prognosis. Female sex was associated with a lower 31- to 365-day case fatality rate for all patients with stroke. Living in an area with a high deprivation index was associated with both higher 30-day and 31- to 365-day case fatality rates for all stroke types. Between 2010 and 2015, significant decreases in both 30-day and 31- to 365-day case fatality rates for ischemic patients were observed. Conclusions- Case fatality rates after stroke remained high in 2015 in France, despite major improvements in stroke care and organization. Improvement in stroke awareness and preparedness, particularly in the most deprived areas, together with better follow-up after the acute phase are urgently needed.

Evaluating the impact of integrated change initiatives on wait time for outpatient primary care physiotherapy service

Evaluating the impact of integrated change initiatives on wait time for outpatient primary care physiotherapy service

Willingness to Repeat a Colonoscopy Preparation in Split versus Single Dose in Patients With a High Social Deprivation Index

Willingness to Repeat a Colonoscopy Preparation in Split versus Single Dose in Patients With a High Social Deprivation Index

A Successful Midwifery Model for a High Deprivation Community in New Zealand: A Mixed Methods Study

In August 2011, the Ministry of Health (MOH) commissioned a report to provide information, evidence, and analysis regarding an integrated lead maternity care model for a midwifery practice situated in Counties Manukau, New Zealand, a high deprivation area. The final report was entitled “A Successful Lead Maternity Care Midwifery Practice in Counties Manukau” (Priday &amp; McAra-Couper, 2011). The project was both qualitative (qualitative descriptive) and quantitative (descriptive statistics) in its review and audit of the Midwifery Practice. The midwives from this practice have been providing continuity of midwifery care for 17 years, and the MOH was interested in how this group of midwives (“the Midwifery Practice”) was working and the implications of this style of practice. The report demonstrated that the Midwifery Practice provides continuity of care for predominantly Pacific and Maori (indigenous) women and young women, including adolescents. The socioeconomic indicators of these women place them in the high deprivation index group. Given these three factors—ethnicity, age, and deprivation decile—high perinatal mortality and other adverse outcomes could be expected. However, statistics demonstrate low perinatal mortality and morbidity, with most women booking for care before 20 weeks’ gestation and recording optimal birth outcomes. The Midwifery Practice is integrated into the community facilitating a connected and accessible service for women and families. These findings are significant in light of the repeated call from the Perinatal and Maternal Mortality Review Committee (PMMRC, 2013), urging stakeholders who provide health and social services to identify the reasons why women are failing to engage with care and to identify interventions to address barriers. This article summarizes the findings from the report.

Deprivation index and dependency ratio are key determinants of emergency medical admission rates

BackgroundPatients from deprived backgrounds have a higher in-patient mortality following an emergency medical admission; there has been debate as to the extent to which deprivation and population structure influences hospital admission rate. MethodsAll emergency medical admissions to an Irish hospital over a 12-year period (2002–2013) categorized by quintile of Deprivation Index and Dependency Ratio (proportion of population <15 or ≥65years) from small area population statistics (SAPS), were evaluated against hospital admission rates. Univariate and multivariable risk estimates (Odds Ratios (OR) or Incidence Rate Ratios (IRR)) were calculated, using logistic or zero truncated Poisson regression as appropriate. Results66,861 admissions in 36,214 patients occured during the study period. The Deprivation Index quintile independently predicted the admission rate/1000 population, Q1 9.4 (95%CI 9.2 to 9.7), Q2 16.8 (95%CI 16.6 to 17.0), Q3 33.8 (95%CI 33.5 to 34.1), Q4 29.6 (95%CI 29.3 to 29.8) and Q5 45.4 (95%CI 44.5 to 46.2). Similarly the population Dependency Ratio was an independent predictor of the admission rate with adjusted predicted rates of Q1 20.8 (95%CI 20.5 to 21.1), Q2 19.2 (95%CI 19.0 to 19.4), Q3 27.6 (95%CI 27.3 to 27.9), Q4 43.9 (95%CI 43.5 to 44.4) and Q5 34.4 (95%CI 34.1 to 34.7). A high concurrent Deprivation Index and Dependency Ratio were associated with very high admission rates. ConclusionDeprivation Index and population Dependency Ratio are key determinants of the rate of emergency medical admissions.

Will Public Health England lead research?

Will Public Health England lead research?

Emotional and behavioural problems in young children with autism spectrum disorder.

To assess the frequency, pervasiveness, associated features, and persistence of emotional and behavioural problems in a community sample of young children with autism spectrum disorder (ASD). Parents (n=277) and teachers (n=228) of 4- to 8-year-olds completed the Developmental Behaviour Checklist (DBC). Intellectual ability and autism symptomatology were also assessed. A subsample repeated the DBC. Three-quarters of the cohort scored above the clinical cut-off on the Developmental Behaviour Checklist Primary Carer Version (DBC-P) questionnaire; almost two-thirds of these scored above cut-off on the Developmental Behaviour Checklist Teacher Version (DBC-T) questionnaire. In 81%, problems persisted above threshold 14 months later. Higher DBC-P scores were associated with greater autism symptomatology, higher deprivation index, parental unemployment, and more children in the home but not with parental education or ethnicity, or child's age or sex. Children with IQ>70 scored higher for disruptive behaviour, depression, and anxiety symptoms; those with IQ<70 scored higher for self-absorption and hyperactivity. The DBC identifies a range of additional behaviour problems that are common in ASD and which could be the focus for specific intervention. The results highlight the potential benefit of systematic screening for co-existing problems.

The influence of regional deprivation index on personal happiness using multilevel analysis.

OBJECTIVES:The objective of the present study was to identify the factors that influence the happiness index of community residents, by considering personal and regional aspects, and to use as evidence of efforts for improvement of the happiness index.METHODS:The study was conducted based on information from 16,270 participants who met the data requirement among those who participated in the 2011 South Gyeongsang Community Health Survey. Of the factors that can influence the happiness index, socioeconomic characteristics, health behavior, morbidity, and healthcare use, social contact, and participation in social activities were classified as personal factors; for regional factors, data from the 2010 census were used to extrapolate the regional deprivation indices at the submunicipal-level (eup, myeon, and dong) in South Gyeongsang Province. The happiness index for each characteristic was compared to that for others via t-test and ANOVA, and multilevel analysis was performed, using four models: a basic model for identification of only random effects, model 1 for identification of personal factors, model 2 for identification of regional factors, and model 3 for simultaneous consideration of both personal and regional factors.RESULTS:The mean happiness index was 63.2 points (64.6 points in males and 62.0 points in females), while the mean deprivation index was -1.58 points. In the multilevel analysis, the regional-level variance ratio of the basic model was 10.8%, confirming interregional differences. At the personal level, higher happiness indices were seen in groups consisting of males with high educational level, high income, high degree of physical activity, sufficient sleep, active social contact, and participation in social activities; whereas lower happiness indices were seen in people who frequently skipped breakfast, had unmet healthcare needs, and had accompanying diseases, as well as those with higher deprivation index.CONCLUSIONS:The study confirmed that the happiness index of community residents was influenced by not only personal aspects but also various regional characteristics. To increase the happiness index, interests at both personal and regional levels, as well as community emphasis on creating social rapport and engaging in selective efforts, are needed in vulnerable regions with relatively high deprivation index.