Regional variations in mortality rates in England and Wales: an analysis using multi-level modelling. 1996

I H Langford, and G Bentham
Health Policy and Practice Unit, School of Health and Social Work, University of East Anglia, Norwich, England.

Mortality rates in England and Wales display a persistent regional pattern indicating generally poorer health in the North and West. Some of this is simply a reflection of regional differences in the extent of social deprivation which is known to exert a profound influence on health. Part of the pattern may also be the result of regional differences in urbanization which also affect mortality rates. However, there may be important regional differences over and above these compositional effects. This study attempts to establish the magnitude of such independent regional differences in mortality rates by using the techniques of multi-level modelling. Standardized mortality rates (SMRs) for males and females under 65 for 1989-91 in local authority districts are grouped into categories using the ACORN classification scheme. The Townsend Index is included as a measure of social deprivation. Using a cross-classified multi-level model, it is shown that region accounts for approximately four times more variation in SMRs than is explained by the ACORN classification. Analysis of diagnostic residuals show a clear North-South divide in excess mortality when both regional and socio-economic classification of districts are modelled simultaneously, a possibility allowed for by the use of a multi-level model.

UI MeSH Term Description Entries
D008297 Male Males
D008507 Medically Underserved Area A geographic location which has insufficient health resources (manpower and/or facilities) to meet the medical needs of the resident population. National Health Service Corps,Physician Shortage Area,Area, Medically Underserved,Health Service Corps, National,Medically Underserved Population,Area, Physician Shortage,Areas, Medically Underserved,Areas, Physician Shortage,Medically Underserved Areas,Medically Underserved Populations,Physician Shortage Areas,Population, Medically Underserved,Populations, Medically Underserved,Shortage Area, Physician,Shortage Areas, Physician,Underserved Area, Medically,Underserved Areas, Medically,Underserved Population, Medically,Underserved Populations, Medically
D008875 Middle Aged An adult aged 45 - 64 years. Middle Age
D009026 Mortality All deaths reported in a given population. CFR Case Fatality Rate,Crude Death Rate,Crude Mortality Rate,Death Rate,Age Specific Death Rate,Age-Specific Death Rate,Case Fatality Rate,Decline, Mortality,Determinants, Mortality,Differential Mortality,Excess Mortality,Mortality Decline,Mortality Determinants,Mortality Rate,Mortality, Differential,Mortality, Excess,Age-Specific Death Rates,Case Fatality Rates,Crude Death Rates,Crude Mortality Rates,Death Rate, Age-Specific,Death Rate, Crude,Death Rates,Determinant, Mortality,Differential Mortalities,Excess Mortalities,Mortalities,Mortality Declines,Mortality Determinant,Mortality Rate, Crude,Mortality Rates,Rate, Age-Specific Death,Rate, Case Fatality,Rate, Crude Death,Rate, Crude Mortality,Rate, Death,Rate, Mortality,Rates, Case Fatality
D012040 Regional Health Planning Planning for health resources at a regional or multi-state level. Annual Implementation Plans,Appropriateness Review,Areawide Planning,Comprehensive Health Planning,Review, Appropriateness,Annual Implementation Plan,Appropriateness Reviews,Health Planning, Comprehensive,Health Planning, Regional,Implementation Plan, Annual,Implementation Plans, Annual,Plan, Annual Implementation,Planning, Areawide,Planning, Comprehensive Health,Planning, Regional Health,Plans, Annual Implementation,Reviews, Appropriateness
D002423 Cause of Death Factors which produce cessation of all vital bodily functions. They can be analyzed from an epidemiologic viewpoint. Causes of Death,Death Cause,Death Causes
D004739 England A part of Great Britain within the United Kingdom.
D005260 Female Females
D006287 Health Planning Guidelines Recommendations for directing health planning functions and policies. These may be mandated by PL93-641 and issued by the Department of Health and Human Services for use by state and local planning agencies. Guidelines for Health Planning,Recommendations, Health Planning,Guideline, Health Planning,Guidelines, Health Planning,Health Planning Guideline,Health Planning Recommendation,Health Planning Recommendations,Planning Guideline, Health,Planning Guidelines, Health,Planning Recommendation, Health,Planning Recommendations, Health,Recommendation, Health Planning
D006801 Humans Members of the species Homo sapiens. Homo sapiens,Man (Taxonomy),Human,Man, Modern,Modern Man

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