Int J Health Geogr - The effects of deprivation and relative deprivation on self-reported morbidity in England: an area-level ecological study.

Tópicos

{ model(2341) predict(2261) use(1141) }
{ sampl(1606) size(1419) use(1276) }
{ health(1844) social(1437) communiti(874) }
{ spatial(1525) area(1432) region(1030) }
{ high(1669) rate(1365) level(1280) }
{ activ(1452) weight(1219) physic(1104) }
{ imag(2675) segment(2577) method(1081) }
{ measur(2081) correl(1212) valu(896) }
{ treatment(1704) effect(941) patient(846) }
{ method(1557) propos(1049) approach(1037) }
{ studi(1119) effect(1106) posit(819) }
{ estim(2440) model(1874) function(577) }
{ featur(3375) classif(2383) classifi(1994) }
{ risk(3053) factor(974) diseas(938) }
{ age(1611) year(1155) adult(843) }
{ data(1737) use(1416) pattern(1282) }
{ control(1307) perform(991) simul(935) }
{ search(2224) databas(1162) retriev(909) }
{ import(1318) role(1303) understand(862) }
{ first(2504) two(1366) second(1323) }
{ model(3404) distribut(989) bayesian(671) }
{ can(774) often(719) complex(702) }
{ sequenc(1873) structur(1644) protein(1328) }
{ take(945) account(800) differ(722) }
{ problem(2511) optim(1539) algorithm(950) }
{ learn(2355) train(1041) set(1003) }
{ design(1359) user(1324) use(1319) }
{ method(984) reconstruct(947) comput(926) }
{ howev(809) still(633) remain(590) }
{ research(1085) discuss(1038) issu(1018) }
{ visual(1396) interact(850) tool(830) }
{ blood(1257) pressur(1144) flow(957) }
{ monitor(1329) mobil(1314) devic(1160) }
{ cost(1906) reduc(1198) effect(832) }
{ gene(2352) biolog(1181) express(1162) }
{ activ(1138) subject(705) human(624) }
{ use(1733) differ(960) four(931) }
{ drug(1928) target(777) effect(648) }
{ decis(3086) make(1611) patient(1517) }
{ imag(1947) propos(1133) code(1026) }
{ inform(2794) health(2639) internet(1427) }
{ system(1976) rule(880) can(841) }
{ imag(1057) registr(996) error(939) }
{ bind(1733) structur(1185) ligand(1036) }
{ method(1219) similar(1157) match(930) }
{ imag(2830) propos(1344) filter(1198) }
{ network(2748) neural(1063) input(814) }
{ patient(2315) diseas(1263) diabet(1191) }
{ studi(2440) review(1878) systemat(933) }
{ motion(1329) object(1292) video(1091) }
{ assess(1506) score(1403) qualiti(1306) }
{ surgeri(1148) surgic(1085) robot(1054) }
{ framework(1458) process(801) describ(734) }
{ error(1145) method(1030) estim(1020) }
{ chang(1828) time(1643) increas(1301) }
{ concept(1167) ontolog(924) domain(897) }
{ clinic(1479) use(1117) guidelin(835) }
{ algorithm(1844) comput(1787) effici(935) }
{ extract(1171) text(1153) clinic(932) }
{ data(1714) softwar(1251) tool(1186) }
{ model(2220) cell(1177) simul(1124) }
{ care(1570) inform(1187) nurs(1089) }
{ general(901) number(790) one(736) }
{ featur(1941) imag(1645) propos(1176) }
{ case(1353) use(1143) diagnosi(1136) }
{ data(3963) clinic(1234) research(1004) }
{ studi(1410) differ(1259) use(1210) }
{ perform(999) metric(946) measur(919) }
{ system(1050) medic(1026) inform(1018) }
{ compound(1573) activ(1297) structur(1058) }
{ perform(1367) use(1326) method(1137) }
{ record(1888) medic(1808) patient(1693) }
{ health(3367) inform(1360) care(1135) }
{ model(3480) simul(1196) paramet(876) }
{ ehr(2073) health(1662) electron(1139) }
{ state(1844) use(1261) util(961) }
{ research(1218) medic(880) student(794) }
{ patient(2837) hospit(1953) medic(668) }
{ model(2656) set(1616) predict(1553) }
{ data(2317) use(1299) case(1017) }
{ medic(1828) order(1363) alert(1069) }
{ signal(2180) analysi(812) frequenc(800) }
{ group(2977) signific(1463) compar(1072) }
{ data(3008) multipl(1320) sourc(1022) }
{ intervent(3218) particip(2042) group(1664) }
{ time(1939) patient(1703) rate(768) }
{ patient(1821) servic(1111) care(1106) }
{ use(2086) technolog(871) perceiv(783) }
{ can(981) present(881) function(850) }
{ analysi(2126) use(1163) compon(1037) }
{ structur(1116) can(940) graph(676) }
{ cancer(2502) breast(956) screen(824) }
{ use(976) code(926) identifi(902) }
{ result(1111) use(1088) new(759) }
{ implement(1333) system(1263) develop(1122) }
{ survey(1388) particip(1329) question(1065) }
{ process(1125) use(805) approach(778) }
{ method(1969) cluster(1462) data(1082) }
{ method(2212) result(1239) propos(1039) }
{ detect(2391) sensit(1101) algorithm(908) }

Resumo

CKGROUND: Socioeconomic status gradients in health outcomes are well recognised and may operate in part through the psychological effect of observing disparities in affluence. At an area-level, we explored whether the deprivation differential between neighbouring areas influenced self-reported morbidity over and above the known effect of the deprivation of the area itself.METHODS: Deprivation differentials between small areas (population size approximately 1,500) and their immediate neighbours were derived (from the Index of Multiple Deprivation (IMD)) for Lower Super Output Area (LSOA) in the whole of England (n=32482). Outcome variables were self-reported from the 2001 UK Census: the proportion of the population suffering Limiting Long-Term Illness (LLTI) and 'not good health'. Linear regression was used to identify the effect of the deprivation differential on morbidity in different segments of the population, controlling for the absolute deprivation. The population was segmented using IMD tertiles and P2 People and Places geodemographic classification. P2 is a commercial market segmentation tool, which classifies small areas according to the characteristics of the population. The classifications range in deprivation, with the most affluent type being 'Mature Oaks' and the least being 'Urban Challenge'.RESULTS: Areas that were deprived compared to their immediate neighbours suffered higher rates of 'not good health' (?=0.312, p<0.001) and LLTI (?=0.278, p<0.001), after controlling for the deprivation of the area itself ('not good health'-?=0.655, p<0.001; LLTI-?=0.548, p<0.001). The effect of the deprivation differential relative to the effect of deprivation was strongest in least deprived segments (e.g., for 'not good health', P2 segments 'Mature Oaks'-?=0.638; 'Rooted Households'-?=0.555).CONCLUSIONS: Living in an area that is surrounded by areas of greater affluence has a negative impact on health in England. A possible explanation for this phenomenon is that negative social comparisons between areas cause ill-health. This 'psychosocial effect' is greater still in least deprived segments of the population, supporting the notion that psychosocial effects become more important when material (absolute) deprivation is less relevant.

Resumo Limpo

ckground socioeconom status gradient health outcom well recognis may oper part psycholog effect observ dispar affluenc arealevel explor whether depriv differenti neighbour area influenc selfreport morbid known effect depriv area itselfmethod depriv differenti small area popul size approxim immedi neighbour deriv index multipl depriv imd lower super output area lsoa whole england n outcom variabl selfreport uk census proport popul suffer limit longterm ill llti good health linear regress use identifi effect depriv differenti morbid differ segment popul control absolut depriv popul segment use imd tertil p peopl place geodemograph classif p commerci market segment tool classifi small area accord characterist popul classif rang depriv affluent type matur oak least urban challengeresult area depriv compar immedi neighbour suffer higher rate good health p llti p control depriv area good health p llti p effect depriv differenti relat effect depriv strongest least depriv segment eg good health p segment matur oak root householdsconclus live area surround area greater affluenc negat impact health england possibl explan phenomenon negat social comparison area caus illhealth psychosoci effect greater still least depriv segment popul support notion psychosoci effect becom import materi absolut depriv less relev

Resumos Similares

Spat Spatiotemporal Epidemiol - Estimation of district-level under-5 mortality in Zambia using birth history data, 1980-2010. ( 0,688064694830781 )
Int J Health Geogr - Small-scale health-related indicator acquisition using secondary data spatial interpolation. ( 0,676339856053658 )
Appl Clin Inform - Exploring the value of clinical data standards to predict hospitalization of home care patients. ( 0,616824564951102 )
Neural Comput - An extension of the receiver operating characteristic curve and AUC-optimal classification. ( 0,61409399981886 )
J. Comput. Biol. - Prediction of siRNA potency using sparse logistic regression. ( 0,610629877095129 )
Int J Health Geogr - Assessing the effects of variables and background selection on the capture of the tick climate niche. ( 0,608926272436986 )
Int J Health Geogr - Modeling larval malaria vector habitat locations using landscape features and cumulative precipitation measures. ( 0,58822663599136 )
Comput Methods Programs Biomed - Single stage and multistage classification models for the prediction of liver fibrosis degree in patients with chronic hepatitis C infection. ( 0,586094324193296 )
Comput. Biol. Med. - A ternary model of decompression sickness in rats. ( 0,585811672070618 )
Int J Health Geogr - Urban slum structure: integrating socioeconomic and land cover data to model slum evolution in Salvador, Brazil. ( 0,584601759645922 )
Comput Methods Programs Biomed - A bootstrap approach for lower injury levels of the risk curves. ( 0,583411670129299 )
Int J Health Geogr - An objective index of walkability for research and planning in the Sydney metropolitan region of New South Wales, Australia: an ecological study. ( 0,583262436702903 )
Med Decis Making - Predictive Modeling of Implantation Outcome in an In Vitro Fertilization Setting: An Application of Machine Learning Methods. ( 0,581644390728064 )
Methods Inf Med - Limited sampling strategies to estimate the area under the concentration-time curve. Biases and a proposed more accurate method. ( 0,579081325720764 )
Comput Methods Programs Biomed - Exploring an optimal vector autoregressive model for multi-channel pulmonary sound data. ( 0,578434931571844 )
Comput Math Methods Med - Prediction of BP reactivity to talking using hybrid soft computing approaches. ( 0,577580147866648 )
Comput Math Methods Med - Iterative reweighted noninteger norm regularizing SVM for gene expression data classification. ( 0,577544316944639 )
Int J Health Geogr - Ecological niche model of Phlebotomus alexandri and P. papatasi (Diptera: Psychodidae) in the Middle East. ( 0,577471394486642 )
Int J Health Geogr - Mapping heatwave health risk at the community level for public health action. ( 0,575846461412706 )
Comput. Biol. Med. - Computational study of particle size effects on selective binding of nanoparticles in arterial stenosis. ( 0,571906373441357 )
Med Decis Making - Performance profiling in primary care: does the choice of statistical model matter? ( 0,56986104062746 )
BMC Med Inform Decis Mak - A three-step approach for the derivation and validation of high-performing predictive models using an operational dataset: congestive heart failure readmission case study. ( 0,569793295403263 )
Int J Health Geogr - Spatial analysis of learning and developmental disorders in upper Cape Cod, Massachusetts using generalized additive models. ( 0,566673000196108 )
J Chem Inf Model - Two new parameters based on distances in a receiver operating characteristic chart for the selection of classification models. ( 0,562675041800761 )
Med Biol Eng Comput - Towards personalized clinical in-silico modeling of atrial anatomy and electrophysiology. ( 0,562617805255126 )
BMC Med Inform Decis Mak - Artificial neural network models for prediction of cardiovascular autonomic dysfunction in general Chinese population. ( 0,561278284135226 )
BMC Med Inform Decis Mak - A method for managing re-identification risk from small geographic areas in Canada. ( 0,558716982793408 )
Med Biol Eng Comput - System identification of the mechanomyogram from single motor units during voluntary isometric contraction. ( 0,553164268205142 )
J Biomed Inform - An empirical approach to model selection through validation for censored survival data. ( 0,553144169153552 )
Spat Spatiotemporal Epidemiol - Racial residential segregation impacts on low birth weight using improved neighborhood boundary definitions. ( 0,550636196884904 )
Spat Spatiotemporal Epidemiol - Foot and mouth disease revisited: re-analysis using Bayesian spatial susceptible-infectious-removed models. ( 0,550031887640961 )
AMIA Annu Symp Proc - Early prediction of the response of breast tumors to neoadjuvant chemotherapy using quantitative MRI and machine learning. ( 0,549268882884799 )
Methods Inf Med - Sensor-based fall risk assessment--an expert 'to go'. ( 0,549042707140944 )
Int J Health Geogr - Gaining a better understanding of respiratory health inequalities among cities: an ecological case study on elderly males in the larger French cities. ( 0,548254232016259 )
Int J Health Geogr - Do measures matter? Comparing surface-density-derived and census-tract-derived measures of racial residential segregation. ( 0,548138652125675 )
Int J Health Geogr - Prediction of high-risk areas for visceral leishmaniasis using socioeconomic indicators and remote sensing data. ( 0,546586674409254 )
Med Decis Making - Lehmann family of ROC curves. ( 0,546217894628776 )
Lifetime Data Anal - Understanding increments in model performance metrics. ( 0,545629645699237 )
J Med Syst - A new approach: role of data mining in prediction of survival of burn patients. ( 0,544829769842065 )
IEEE J Biomed Health Inform - The effect of sample age and prediction resolution on myocardial infarction risk prediction. ( 0,542890819670394 )
Comput. Biol. Med. - A knowledge-driven probabilistic framework for the prediction of protein-protein interaction networks. ( 0,542866800238675 )
Comput. Biol. Med. - Pre-operative prediction of surgical morbidity in children: comparison of five statistical models. ( 0,542846046808091 )
Artif Intell Med - Predicting the need for CT imaging in children with minor head injury using an ensemble of Naive Bayes classifiers. ( 0,542473410965862 )
J Am Med Inform Assoc - An improved model for predicting postoperative nausea and vomiting in ambulatory surgery patients using physician-modifiable risk factors. ( 0,542130685396883 )
J Am Med Inform Assoc - Calibrating predictive model estimates to support personalized medicine. ( 0,540949896209714 )
J Clin Monit Comput - Complex signals bioinformatics: evaluation of heart rate characteristics monitoring as a novel risk marker for neonatal sepsis. ( 0,540457800716306 )
J Biomed Inform - Decision-making model for early diagnosis of congestive heart failure using rough set and decision tree approaches. ( 0,540308514190422 )
Comput Methods Programs Biomed - Recurrence predictive models for patients with hepatocellular carcinoma after radiofrequency ablation using support vector machines with feature selection methods. ( 0,53821922852144 )
Int J Health Geogr - Socioeconomic determinants of geographic disparities in campylobacteriosis risk: a comparison of global and local modeling approaches. ( 0,537740766692823 )
IEEE J Biomed Health Inform - Prediction of periventricular leukomalacia occurrence in neonates after heart surgery. ( 0,537473620052263 )
J Am Med Inform Assoc - From vital signs to clinical outcomes for patients with sepsis: a machine learning basis for a clinical decision support system. ( 0,533375621984075 )
Int J Med Inform - Application of data mining to the identification of critical factors in patient falls using a web-based reporting system. ( 0,533339863399185 )
J Biomed Inform - Not just data: a method for improving prediction with knowledge. ( 0,530697188283443 )
Int J Health Geogr - Environmental predictors of West Nile fever risk in Europe. ( 0,528415048335628 )
BMC Med Inform Decis Mak - Non-linear dynamical signal characterization for prediction of defibrillation success through machine learning. ( 0,528012021163944 )
J Biomed Inform - Partial least squares and logistic regression random-effects estimates for gene selection in supervised classification of gene expression data. ( 0,527132177429561 )
Comput Math Methods Med - Variable selection in ROC regression. ( 0,52660521348397 )
IEEE Trans Image Process - Network-based H.264/AVC whole frame loss visibility model and frame dropping methods. ( 0,526316303275293 )
Artif Intell Med - Artificial metaplasticity prediction model for cognitive rehabilitation outcome in acquired brain injury patients. ( 0,525788704855233 )
J Biomed Inform - Use of Medical Subject Headings (MeSH) in Portuguese for categorizing web-based healthcare content. ( 0,525316257761358 )
BMC Med Inform Decis Mak - Mining geriatric assessment data for in-patient fall prediction models and high-risk subgroups. ( 0,524594500209152 )
Appl Clin Inform - Comparing predictions made by a prediction model, clinical score, and physicians: pediatric asthma exacerbations in the emergency department. ( 0,523074411695893 )
Int J Health Geogr - The road most travelled: the geographic distribution of road traffic injuries in England. ( 0,521634231825768 )
Med Decis Making - Application of an artificial neural network to predict postinduction hypotension during general anesthesia. ( 0,520986573844341 )
Int J Health Geogr - Application of satellite precipitation data to analyse and model arbovirus activity in the tropics. ( 0,518550234363106 )
J Med Syst - Classifying hospitals as mortality outliers: logistic versus hierarchical logistic models. ( 0,518503811941063 )
J Clin Monit Comput - Use of genetic programming, logistic regression, and artificial neural nets to predict readmission after coronary artery bypass surgery. ( 0,518263665413723 )
Lifetime Data Anal - Estimating improvement in prediction with matched case-control designs. ( 0,51750404092549 )
Methods Inf Med - Blinded sample size reestimation with negative binomial counts in superiority and non-inferiority trials. ( 0,516955408705654 )
Med Decis Making - Adaptation of clinical prediction models for application in local settings. ( 0,516017484153296 )
J Med Syst - Effective automated prediction of vertebral column pathologies based on logistic model tree with SMOTE preprocessing. ( 0,514811112346886 )
Spat Spatiotemporal Epidemiol - Assessment of land use factors associated with dengue cases in Malaysia using Boosted Regression Trees. ( 0,514261826335227 )
Spat Spatiotemporal Epidemiol - Estimating the effects of environmental exposures using a weighted mean of monitoring stations. ( 0,511701102238083 )
Int J Health Geogr - A spatially filtered multilevel model to account for spatial dependency: application to self-rated health status in South Korea. ( 0,511689083807921 )
Int J Health Geogr - The effects of local street network characteristics on the positional accuracy of automated geocoding for geographic health studies. ( 0,511614272460798 )
Methods Inf Med - Classification of postural profiles among mouth-breathing children by learning vector quantization. ( 0,511285313013698 )
J Biomed Inform - Statistical process control for validating a classification tree model for predicting mortality--a novel approach towards temporal validation. ( 0,510704804158869 )
Spat Spatiotemporal Epidemiol - Modeling habitat suitability for occurrence of highly pathogenic avian influenza virus H5N1 in domestic poultry in Asia: a spatial multicriteria decision analysis approach. ( 0,51068114337443 )
Med Decis Making - Performance of a mathematical model to forecast lives saved from HIV treatment expansion in resource-limited settings. ( 0,50876951058567 )
J Biomed Inform - Sparse modeling of spatial environmental variables associated with asthma. ( 0,508106579776993 )
Int J Health Geogr - Modelling typhoid risk in Dhaka metropolitan area of Bangladesh: the role of socio-economic and environmental factors. ( 0,507938705248392 )
Comput Math Methods Med - Modified logistic regression models using gene coexpression and clinical features to predict prostate cancer progression. ( 0,506377704682105 )
Med Decis Making - Contrasting two frameworks for ROC analysis of ordinal ratings. ( 0,504411721016563 )
Comput Methods Programs Biomed - Development of a daily mortality probability prediction model from Intensive Care Unit patients using a discrete-time event history analysis. ( 0,502676359591048 )
Int J Health Geogr - Utilization of combined remote sensing techniques to detect environmental variables influencing malaria vector densities in rural West Africa. ( 0,500412845355088 )
Int J Health Geogr - Analyzing spatial aggregation error in statistical models of late-stage cancer risk: a Monte Carlo simulation approach. ( 0,49966212244129 )
BMC Med Inform Decis Mak - Evaluation of prediction models for the staging of prostate cancer. ( 0,499026212193356 )
AMIA Annu Symp Proc - Predicting Surgical Risk: How Much Data is Enough? ( 0,498533742056371 )
Methods Inf Med - Influence of selection bias on the test decision. A simulation study. ( 0,49734694673637 )
BMC Med Inform Decis Mak - Prediction of adverse cardiac events in emergency department patients with chest pain using machine learning for variable selection. ( 0,497092190062911 )
Comput Methods Programs Biomed - Prediction of postprandial blood glucose under uncertainty and intra-patient variability in type 1 diabetes: a comparative study of three interval models. ( 0,494616694086118 )
Int J Health Geogr - Identifying malaria vector breeding habitats with remote sensing data and terrain-based landscape indices in Zambia. ( 0,494014190251073 )
J Chem Inf Model - Are bigger data sets better for machine learning? Fusing single-point and dual-event dose response data for Mycobacterium tuberculosis. ( 0,492684405361883 )
Methods Inf Med - A probabilistic model to investigate the properties of prognostic tools for falls. ( 0,49223270476486 )
IEEE J Biomed Health Inform - Identification of the Best Anthropometric Predictors of Serum High- and Low-Density Lipoproteins Using Machine Learning. ( 0,491935629274722 )
Med Biol Eng Comput - Mortality prediction of rats in acute hemorrhagic shock using machine learning techniques. ( 0,491381365330435 )
Int J Health Geogr - Measuring the impact of spatial network layout on community social cohesion: a cross-sectional study. ( 0,491178587221025 )
BMC Med Inform Decis Mak - Use of outcomes to evaluate surveillance systems for bioterrorist attacks. ( 0,491056860889831 )
Comput Math Methods Med - A new ratio for protocol categorization. ( 0,490826394858556 )
J. Med. Internet Res. - Internet-based motivation program for women with eating disorders: eating disorder pathology and depressive mood predict dropout. ( 0,49065293295775 )