Explaining variation in hospital admission rates between general practices: cross sectional study

Abstract Objectives: To quantify the extent of the variation in hospital admission rates between general practices, and to investigate whether this variation can be explained by factors relating to the patient, the hospital, and the general practice. Design: Cross sectional analysis of routine data. Setting: Merton, Sutton, and Wandsworth Health Authority, which includes areas of inner and outer London. Subjects: 209 136 hospital admissions in 1995-6 in patients registered with 120 general practices in the study area. Main outcome measures: Hospital admission rates for general practices for overall, emergency, and elective admissions. Results: Crude admission rates for general practices displayed a twofold difference between the 10th and the 90th centile for all, emergency, and elective admissions. This difference was only minimally reduced by standardising for age and sex. Sociodemographic patient factors derived from census data accounted for 42% of the variation in overall admission rates; 45% in emergency admission rates; and 25% in elective admission rates. There was a strong positive correlation between factors related to deprivation and emergency, but not elective, admission rates, raising questions about equity of provision of health care. The percentage of each practice's admissions to different local hospitals added significantly to the explanation of variation, while the general practice characteristics considered added very little. Conclusions: Hospital admission rates varied greatly between general practices; this was largely explained by differences in patient populations. The lack of significant factors related to general practice is of little help for the direct management of admission rates, although the effect of sociological rather than organisational practice variables should be explored further. Admission rates should routinely be standardised for differences in patient populations and hospitals used. Key messages There is substantial variation in hospital admission rates between general practices Patient factors were by far the most important in explaining this variation whereas general practice characteristics explained a negligible amount, providing little help to those with an interest in managing admissions Deprivation was more strongly related to emergency rather than to elective admission rates, raising issues around equity of healthcare provision Admission rates should be standardised for differences in patient populations and hospitals used to give fair and meaningful comparisons between general practices Improvements in the quality of routine health services data are essential to enable health authorities and primary care groups to interpret information correctly

[1]  S Capewell,et al.  The continuing rise in emergency admissions , 1996, BMJ.

[2]  A. Coulter,et al.  Relation between general practices' outpatient referral rates and rates of elective admission to hospital. , 1990, BMJ.

[3]  J Gabbay,et al.  Performance indicators for primary care groups: an evidence based approach , 1998, BMJ.

[4]  D. Fleming,et al.  General practitioner referrals to hospital: the financial implications of variability. , 1988, Health trends.

[5]  C. Griffiths,et al.  Hospital admissions for asthma in east london: associations with characteristics of local general practices, prescribing, and population , 1997, BMJ.

[6]  A. Coulter,et al.  Do referral rates vary widely between practices and does supply of services affect demand? A study in Milton Keynes and the Oxford region. , 1989, The Journal of the Royal College of General Practitioners.

[7]  A. Majeed Hospital admissions data: why are they collected? , 1998 .

[8]  Fleming Dm,et al.  General practitioner referrals to hospital: the financial implications of variability. , 1988 .

[9]  D. Cook,et al.  Using patient and general practice characteristics to explain variations in cervical smear uptake rates , 1994, BMJ.

[10]  B. Starfield,et al.  Hospitalizations of Children and Access to Primary Care: A Cross-National Comparison , 1995, International journal of health services : planning, administration, evaluation.

[11]  J. Newton,et al.  Factors influencing general practitioners' referral decisions. , 1991, Family practice.

[12]  M Pringle,et al.  The effect of deprivation on variations in general practitioners' referral rates: a cross sectional study of computerised data on new medical and surgical outpatient referrals in Nottinghamshire , 1997, BMJ.

[13]  D. Whynes,et al.  Explaining variations in the frequency of night visits in general practice. , 1996, Family practice.

[14]  R. Klein,et al.  Explaining outputs of primary health care: population and practice factors. , 1991, BMJ.

[15]  R. Given-Wilson,et al.  Do General Practitioners Influence the Uptake of Breast Cancer Screening? , 1995, Journal of medical screening.

[16]  D. Cook,et al.  Annual night visiting rates in 129 general practices in one family health services authority: association with patient and general practice characteristics. , 1995, The British journal of general practice : the journal of the Royal College of General Practitioners.

[17]  M. Roland,et al.  How much variation in referral rates among general practitioners is due to chance? , 1989, BMJ.

[18]  T. Sheldon,et al.  Designing a deprivation payment for general practitioners: the UPA(8) wonderland. , 1991, BMJ.

[19]  James G. MacKinnon,et al.  TESTS FOR MODEL SPECIFICATION IN THE PRESENCE OF ALTERNATIVE HYPOTHESES Some Further Results , 1983 .

[20]  M. Roland,et al.  Understanding variation in rates of referral among general practitioners: are inappropriate referrals important and would guidelines help to reduce rates? , 1993, BMJ.

[21]  D. Cook,et al.  Using data from the 1991 census , 1995, BMJ.

[22]  T. Lockwood,et al.  How valuable is feedback of information on hospital referral patterns? , 1993, BMJ.

[23]  Stuart Peacock,et al.  A formula for distributing NHS revenues based on small area use of hospital beds , 1994 .

[24]  A. Pollock,et al.  Deprivation and emergency admissions for cancers of colorectum, lung, and breast in south east England: ecological study , 1998, BMJ.

[25]  D. Whynes,et al.  Explaining variations in general practice prescribing costs per ASTRO-PU (age, sex, and temporary resident originated prescribing unit) , 1996, BMJ.

[26]  C. Griffiths,et al.  Prescribing and hospital admissions for asthma in east London , 1996, BMJ.

[27]  T. Sheldon,et al.  Paediatric inpatient utilisation in a district general hospital. , 1994, Archives of disease in childhood.

[28]  R. Macfaul,et al.  Paediatric outpatient utilisation in a district general hospital. , 1992, Archives of disease in childhood.

[29]  D. Spiegelhalter,et al.  Reliability of league tables of in vitro fertilisation clinics: retrospective analysis of live birth rates. , 1998, BMJ.

[30]  D. Wilkin,et al.  Explaining variation in general practitioner referrals to hospital. , 1987, Family practice.