COPD in England: a comparison of expected, model-based prevalence and observed prevalence from general practice data

被引:49
作者
Nacul, Luis [2 ]
Soljak, Michael [1 ]
Samarasundera, Edgar [1 ]
Hopkinson, Nicholas S. [3 ]
Lacerda, Eliana [4 ]
Indulkar, Tejal [1 ]
Flowers, Julian [5 ]
Walford, Hannah [5 ]
Majeed, Azeem [1 ]
机构
[1] Univ London Imperial Coll Sci Technol & Med, Dept Primary Care & Publ Hlth, London W6 8RP, England
[2] Fdn Genom & Populat Hlth, Cambridge CB1 8RN, England
[3] Univ London Imperial Coll Sci Technol & Med, Natl Heart & Lung Inst, London W6 0YD, England
[4] Vale Sao Francisco Univ, BR-56304917 Petrolina, Brazil
[5] Eastern Reg Publ Hlth Observ, Cambridge CB2 0SR, England
关键词
chronic obstructive pulmonary disease; epidemiological; prevalence; spatial analysis; statistics; OBSTRUCTIVE PULMONARY-DISEASE; AIR-FLOW LIMITATION; SMOKING-CESSATION; RISK-FACTORS; POPULATION; ASSOCIATION; REGRESSION; DIAGNOSIS; BURDEN;
D O I
10.1093/pubmed/fdq031
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Primary care data show that 765 000 people in England have a general practice (GP) diagnosis of chronic obstructive pulmonary disease (COPD). We hypothesized that this underestimates actual prevalence, and compared expected prevalence of COPD for English local authority areas with prevalence of diagnosed COPD. Cross-sectional comparison of GP observed and model-based prevalence estimates (using spirometry data without clinical diagnosis) from the Health Survey for England. Local underdiagnosis of COPD was estimated as the ratio of observed to expected cases. We investigated geographical patterns using classical and geographically weighted regression analysis. Both observed and expected prevalence of COPD varied widely between areas. There was evidence of a 'north-south' divide, with both observed and modelled prevalence higher in the north. The ratio of diagnosed to expected prevalence varied from 0.20 to 0.95, with a mean of 0.52. Underdiagnosis was more pronounced in urban areas, and is particularly severe in London. The inclusion of GP numbers in the analysis yielded a stronger regression relationship, suggesting primary care supply affects diagnosis. Both observed and modelled COPD prevalence varies considerably across England. Cost-effective case-finding strategies should be evaluated, especially in areas where the ratio of observed to expected cases is low.
引用
收藏
页码:108 / 116
页数:9
相关论文
共 38 条
[1]   NEW LOOK AT STATISTICAL-MODEL IDENTIFICATION [J].
AKAIKE, H .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1974, AC19 (06) :716-723
[2]   LOCAL INDICATORS OF SPATIAL ASSOCIATION - LISA [J].
ANSELIN, L .
GEOGRAPHICAL ANALYSIS, 1995, 27 (02) :93-115
[3]   Smokers with airway obstruction are more likely to quit smoking [J].
Bednarek, M. ;
Gorecka, D. ;
Wielgomas, J. ;
Czajkowska-Malinowska, M. ;
Regula, J. ;
Mieszko-Filipczyk, G. ;
Jasionowicz, M. ;
Bijata-Bronisz, R. ;
Lempicka-Jastrzebska, M. ;
Czajkowski, M. ;
Przybylski, G. ;
Zielinski, J. .
THORAX, 2006, 61 (10) :869-873
[4]   Geographically weighted regression - modelling spatial non-stationarity [J].
Brunsdon, C ;
Fotheringham, S ;
Charlton, M .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES D-THE STATISTICIAN, 1998, 47 :431-443
[5]  
BRYDEN C, 2006, P AM THORACIC SOC AT, V3, pA851
[6]   Salmeterol and fluticasone propionate and survival in chronic obstructive pulmonary disease [J].
Calverley, Peter M. A. ;
Anderson, Julie A. ;
Celli, Bartolome ;
Ferguson, Gary T. ;
Jenkins, Christine ;
Jones, Paul W. ;
Yates, Julie C. ;
Vestbo, Jorgen ;
Calverley, P. M. A. ;
Anderson, J. A. ;
Celli, B. ;
Ferguson, G. T. ;
Jenkins, C. ;
Jones, P. W. ;
Knobil, K. ;
Yates, J. C. ;
Vestbo, J. ;
Cherniack, R. ;
Similowski, T. ;
Cleland, J. ;
Whitehead, A. ;
Wise, R. ;
McGarvey, L. ;
John, M. .
NEW ENGLAND JOURNAL OF MEDICINE, 2007, 356 (08) :775-789
[7]  
*DEP COMM LOC GOV, 2008, ENGL IND DEPR 2004
[8]   ABC of chronic obstructive pulmonary disease - Definition, epidemiology, and risk factors [J].
Devereux, Graham .
BRITISH MEDICAL JOURNAL, 2006, 332 (7550) :1142-1144
[9]   Prediction equations for normal and low lung function from the Health Survey for England [J].
Falaschetti, E ;
Laiho, J ;
Primatesta, P ;
Purdon, S .
EUROPEAN RESPIRATORY JOURNAL, 2004, 23 (03) :456-463
[10]  
Fotheringham A. S., 2002, Geographically weighted regression: The analysis of spatially varying relationships