Multilevel analyses of neighbourhood socioeconomic context and health outcomes: a critical review

PURPOSE Interest in the effects of neighbourhood or local area social characteristics on health has increased in recent years, but to date the existing evidence has not been systematically reviewed. Multilevel or contextual analyses of social factors and health represent a possible reconciliation between two divergent epidemiological paradigms—individual risk factor epidemiology and an ecological approach. DATA SOURCES Keyword searching of Index Medicus (Medline) and additional references from retrieved articles. STUDY SELECTION All original studies of the effect of local area social characteristics on individual health outcomes, adjusted for individual socioeconomic status, published in English before 1 June 1998 and focused on populations in developed countries. DATA SYNTHESIS The methodological challenges posed by the design and interpretation of multilevel studies of local area effects are discussed and results summarised with reference to type of health outcome. All but two of the 25 reviewed studies reported a statistically significant association between at least one measure of social environment and a health outcome (contextual effect), after adjusting for individual level socioeconomic status (compositional effect). Contextual effects were generally modest and much smaller than compositional effects. CONCLUSIONS The evidence for modest neighbourhood effects on health is fairly consistent despite heterogeneity of study designs, substitution of local area measures for neighbourhood measures and probable measurement error. By drawing public health attention to the health risks associated with the social structure and ecology of neighbourhoods, innovative approaches to community level interventions may ensue.

[1]  Jan de Leeuw,et al.  Questioning Multilevel Models , 1995 .

[2]  F. LeClere,et al.  Ethnicity and Mortality in the United States: Individual and Community Correlates , 1997 .

[3]  K. Smith,et al.  Phantom of the area: poverty-area residence and mortality in the United States. , 1998, American journal of public health.

[4]  W. Winkelstein Epidemiological considerations underlying the allocation of health and disease care resources. , 1972, International journal of epidemiology.

[5]  S. Chinn,et al.  ACORN group, social class, and child health. , 1983, Journal of epidemiology and community health.

[6]  P. Newacheck,et al.  Childhood chronic illness: prevalence, severity, and impact. , 1992, American journal of public health.

[7]  John B. Cassel,et al.  The contribution of the social environment to host resistance : the fourth wade Hampton frost lecture , 1995 .

[8]  A. Schene,et al.  Higher prevalence of mental disorders in socioeconomically deprived urban areas in The Netherlands: community or personal disadvantage? , 1998, Journal of epidemiology and community health.

[9]  I Kleinschmidt,et al.  Smoking behaviour can be predicted by neighbourhood deprivation measures. , 1995, Journal of epidemiology and community health.

[10]  J. Lynch,et al.  Inequality in income and mortality in the United States: analysis of mortality and potential pathways , 1996, BMJ.

[11]  P. Townsend,et al.  Widening inequality of health in northern England, 1981-91 , 1994, BMJ.

[12]  B. Psaty,et al.  Assessment of community-level influences on individuals' attitudes about cigarette smoking, alcohol use, and consumption of dietary fat. , 1993, American journal of preventive medicine.

[13]  M. Haan,et al.  Poverty and health: Prospective evidence for the Alameda County Study , 1987 .

[14]  K. Folwell Single measures of deprivation. , 1995, Journal of epidemiology and community health.

[15]  D. Gordon,et al.  Census based deprivation indices: their weighting and validation. , 1995, Journal of epidemiology and community health.

[16]  Kelvyn Jones,et al.  Individuals and their ecologies: analysing the geography of chronic illness within a multilevel modelling framework , 1995 .

[17]  R. Carr-Hill,et al.  Area variations in health outcomes: artefact or ecology. , 1991, International journal of epidemiology.

[18]  G. Moon,et al.  Context, composition and heterogeneity: using multilevel models in health research. , 1998, Social science & medicine.

[19]  John Bound,et al.  On the Validity of Using Census Geocode Characteristics to Proxy Individual Socioeconomic Characteristics , 1995 .

[20]  J. Myers Note on the Homogeneity of Census Tracts: A Methodological Problem in Urban Ecological Research , 1954 .

[21]  S. Syme The social environment and health , 1994 .

[22]  V. Carstairs,et al.  Deprivation indices: their interpretation and use in relation to health. , 1995, Journal of epidemiology and community health.

[23]  B. Jarman,et al.  Measuring disadvantage: changes in the underprivileged area, Townsend, and Carstairs scores 1981-91. , 1995, Journal of epidemiology and community health.

[24]  S. M. Rogers,et al.  Correlates of sexually transmitted bacterial infections among U.S. women in 1995. , 1999, Family planning perspectives.

[25]  A. Diez-Roux,et al.  Bringing context back into epidemiology: variables and fallacies in multilevel analysis. , 1998, American journal of public health.

[26]  R. Wilkinson Income Inequality, Social Cohesion, and Health: Clarifying the Theory—A Reply to Muntaner and Lynch , 1999, International journal of health services : planning, administration, evaluation.

[27]  S. Macintyre,et al.  Area, Class and Health: Should we be Focusing on Places or People? , 1993, Journal of Social Policy.

[28]  N Krieger,et al.  Re: "Use of census-based aggregate variables to proxy for socioeconomic group: evidence from national samples". , 1999, American journal of epidemiology.

[29]  S. Macintyre,et al.  Understanding the social patterning of health: the role of the social sciences. , 1994, Journal of public health medicine.

[30]  I. Kawachi,et al.  Income inequality and health: pathways and mechanisms. , 1999, Health services research.

[31]  D. Black HEALTH AND DEPRIVATION: Inequality and the north , 1988 .

[32]  P. Townsend Individual or Social Responsibility for Premature Death? Current Controversies in the British Debate about Health , 1990, International journal of health services : planning, administration, evaluation.

[33]  H. Joshi,et al.  Higher mortality in deprived areas: community or personal disadvantage? , 1994, BMJ.

[34]  N. Krieger,et al.  Racism, sexism, and social class: implications for studies of health, disease, and well-being. , 1993, American journal of preventive medicine.

[35]  J. Billy,et al.  The influence of community characteristics on the practice of effective contraception. , 1993, Family planning perspectives.

[36]  H. Joshi,et al.  Deprivation indicators as predictors of life events 1981-1992 based on the UK ONS Longitudinal Study. , 1998, Journal of epidemiology and community health.

[37]  M. Gilthorpe The importance of normalisation in the construction of deprivation indices. , 1995, Journal of epidemiology and community health.

[38]  F. LeClere,et al.  Neighborhood social context and racial differences in women's heart disease mortality. , 1998, Journal of health and social behavior.

[39]  M. Graffar [Modern epidemiology]. , 1971, Bruxelles medical.

[40]  P. Sorlie,et al.  Mortality Effects of Community Socioeconomic Status , 1997, Epidemiology.

[41]  S. Syme,et al.  The social environment and health: a discussion of the epidemiologic literature. , 1999, Annual review of public health.

[42]  S. Raudenbush,et al.  Neighborhoods and violent crime: a multilevel study of collective efficacy. , 1997, Science.

[43]  S. Reijneveld,et al.  The impact of individual and area characteristics on urban socioeconomic differences in health and smoking. , 1998, International journal of epidemiology.

[44]  J Bound,et al.  Use of census-based aggregate variables to proxy for socioeconomic group: evidence from national samples. , 1998, American journal of epidemiology.

[45]  D. Lebowitz Social environment and health. , 1975, Public health reviews.

[46]  D. Foley Census Tracts and Urban Research , 1953 .

[47]  J. Collins,et al.  Very-low-birthweight infants and income incongruity among African American and white parents in Chicago. , 1997, American journal of public health.

[48]  N. Krieger,et al.  Man-Made Medicine and Women's Health: The Biopolitics of Sex/Gender and Race/Ethnicity , 1994, International journal of health services : planning, administration, evaluation.

[49]  H. Sørensen,et al.  Special status consultation for frequent attenders. Who are the candidates? , 2002, Journal of public health medicine.

[50]  A A Hyder,et al.  Measuring the burden of disease: healthy life-years. , 1998, American journal of public health.

[51]  J L Kelsey,et al.  The measurement of social class in epidemiology. , 1988, Epidemiologic reviews.

[52]  Jan de Leeuw,et al.  Introducing Multilevel Modeling , 1998 .

[53]  P. Townsend Widening Inequalities of Health in Britain: A Rejoinder to Rudolph Klein , 1990, International journal of health services : planning, administration, evaluation.

[54]  S. Folkman,et al.  Socioeconomic Status and Health , 1994 .

[55]  David R. Williams,et al.  Measuring social class in US public health research: concepts, methodologies, and guidelines. , 1997, Annual review of public health.

[56]  M Susser,et al.  Choosing a future for epidemiology: I. Eras and paradigms. , 1996, American journal of public health.

[57]  S. Robert Community-level socioeconomic status effects on adult health. , 1998, Journal of health and social behavior.

[58]  I. Kawachi,et al.  Social capital, income inequality, and mortality. , 1997, American journal of public health.

[59]  Peter Congdon,et al.  Modelling inequality in reported long term illness in the UK: combining individual and area characteristics. , 1996, Journal of Epidemiology and Community Health.

[60]  Mei-Cheng Wang,et al.  Neighborhood risk factors for low birthweight in Baltimore: a multilevel analysis. , 1997, American journal of public health.

[61]  N. Krieger,et al.  Social Class: The Missing Link in U.S. Health Data , 1994, International journal of health services : planning, administration, evaluation.

[62]  G W Comstock,et al.  Neighborhood environments and coronary heart disease: a multilevel analysis. , 1997, American journal of epidemiology.

[63]  David Draper,et al.  Inference and Hierarchical Modeling in the Social Sciences , 1995 .

[64]  R. Talbot,et al.  Underprivileged areas and health care planning: implications of use of Jarman indicators of urban deprivation. , 1991, BMJ.

[65]  G. Watt,et al.  Individual social class, area-based deprivation, cardiovascular disease risk factors, and mortality: the Renfrew and Paisley Study. , 1998, Journal of epidemiology and community health.

[66]  A C Gielen,et al.  Violence by male partners against women during the childbearing year: a contextual analysis. , 1995, American journal of public health.

[67]  N. Krieger Overcoming the absence of socioeconomic data in medical records: validation and application of a census-based methodology. , 1992, American journal of public health.

[68]  T. Koepsell,et al.  Multi-level analysis in epidemiologic research on health behaviors and outcomes. , 1992, American journal of epidemiology.

[69]  A. Rimpelä,et al.  Socio-regional context as a determinant of adolescents' health behaviour in Finland. , 1996, Social science & medicine.

[70]  J. Cassel The contribution of the social environment to host resistance: the Fourth Wade Hampton Frost Lecture. , 1976, American journal of epidemiology.

[71]  G. Kaplan People and Places: Contrasting Perspectives on the Association between Social Class and Health , 1996, International journal of health services : planning, administration, evaluation.

[72]  M Susser,et al.  Choosing a future for epidemiology: II. From black box to Chinese boxes and eco-epidemiology. , 1996, American journal of public health.

[73]  E. Roberts Neighborhood social environments and the distribution of low birthweight in Chicago. , 1997, American journal of public health.

[74]  C R Weinberg,et al.  Toward a clearer definition of confounding. , 1993, American journal of epidemiology.

[75]  C. Hart,et al.  Lifetime socioeconomic position and mortality: prospective observational study , 1997, BMJ.

[76]  J. R. Marshall,et al.  Mismeasurement and the resonance of strong confounders: uncorrelated errors. , 1996, American journal of epidemiology.