BMJ 2002;325:25-26 ( 6 July )

Primary care

Prescribing of lipid lowering drugs to South Asian patients: ecological study

Mahendra G Patel, research assistant in pharmacy practice aDavid J Wright, lecturer in pharmacy practice aParamjit S Gill, clinical senior lecturer cDavid Jerwood, senior lecturer in statistics, bJonathan Silcock, honorary lecturer aHenry Chrystyn, professor of clinical pharmacy a

a School of Pharmacy, University of Bradford, Bradford BD7 1DP, b School of Computing and Mathematics, University of Bradford, c Health Inequalities Research Group, Department of Primary Care and General Practice, University of Birmingham, Birmingham B15 2TT

Correspondence to: M G Patel m.g.patel{at}bradford.ac.uk

Coronary heart disease is the major cause of morbidity and mortality in the South Asian population in the United Kingdom, and its incidence is higher than in the white population.1 This excess risk seems to be determined by a combination of metabolic factors leading to the insulin resistance syndrome, psychosocial factors, and established risk factors.2 Ten out of 15 coronary risk factors measured were reported to be higher in South Asian patients than in their European counterparts, and several of these factors are believed to reflect relative deprivation. South Asian people are also at risk owing to high triglyceride concentrations and low concentrations of high density lipoprotein cholesterol. Although substantial evidence shows the value of lowering cholesterol in people at risk, studies have shown that many patients are not receiving appropriate treatment.3 We investigated the relation between ethnicity and prescribing of lipid lowering drugs.


    Methods and results
Top
Methods and results
Comment
References

We approached all general practices in one health authority to obtain consent to use their prescribing analyses and cost data for 1996-7. Sixty two (63.9%) of 97 practices gave consent. We obtained the following information for each practice from the health authority: proportion of South Asian patients in the nested age bands 35-69, 40-69, 45-69, 50-69, and 55-69, identified by using name based analysis software (Nam Pehchan)4; whether single handed or group practice; proportion of general practitioners of South Asian origin; fundholding status (particularly relevant at the time); Jarman index (surrogate measure for practice workload) for the practice's council ward; and Townsend score (measure of deprivation) for the ward. Comparative analyses of these demographic factors for each practice showed that consenting and non-consenting practices did not differ significantly (table).

We determined the number of defined daily doses of all lipid lowering drugs prescribed per 1000 South Asian patients in each nested age band for each consenting practice. We used multiple regression analysis (backward and forward selection techniques) to explore the relation between the number of defined daily doses prescribed per 1000 patients (aged 35 to 69) and the practice characteristics. Because of non-linearity and heteroscedasticity of the residual errors, we reanalysed the data after logarithmic transformation of the response variable. We identified two practices as extreme cases (as defined by SPSS) and excluded them from the analysis.

The median number of defined daily doses per 1000 patients was 4775 (interquartile range 2592 to 7336). Owing to strong correlation, we analysed Townsend score and Jarman index separately. The table shows the factors ranked in order of importance for predicting volume of prescribing, with Townsend score included. The parsimonious model includes only the percentage of South Asian patients and deprivation of the practice ward. The negative regression coefficients indicate reduction of prescribing levels with increasing numbers of South Asian patients and levels of deprivation. The results were not significantly changed by use of the various nested age bands or by replacement of Townsend score with Jarman index.


                              
View this table:
[in this window]
[in a new window]
 

General practice characteristics and results of regression analysis




    Comment
Top
Methods and results
Comment
References

Patients in practices with a greater South Asian population are less likely to be prescribed lipid lowering drugs. This may be surprising, given the higher cardiovascular morbidity and mortality among South Asian people in the United Kingdom1 and a possible need for lipid lowering treatment that is equal to, if not greater than, that for the white population.2 Although this type of analysis does not show a causal link between ethnicity, deprivation, and the prescribing of lipid lowering drugs, the identified trend may demand explanation. Further analysis is needed to ascertain the effects of subsequent prescribing guidelines and recent government strategies promoting the use of lipid lowering drugs.5 Given the limitations of an ecological study, a standardised assessment is needed to determine the extent of unmet need and risk profiles at the level of the individual patient.

    Acknowledgments

We thank D Naylor, R J Naylor, A Hobbiss, and E Kernohan for providing invaluable support and guidance throughout and Bradford Health Authority and all participating general practices for permitting data collection.

Contributors: MP developed the idea, obtained and analysed the data, and is the study guarantor. All authors contributed to the writing of the paper.

    Footnotes

Funding: None.

Competing interests: None declared.


    References
Top
Methods and results
Comment
References

1. Wild S, McKeigue P. Cross sectional analysis of mortality by country of birth in England and Wales, 1970-92. BMJ 1997; 314: 705-710[Abstract/Free Full Text].
2. Bhopal R, Unwin N, White M, Yallop J, Walker L, Alberti KGMM, et al. Heterogeneity of coronary heart disease risk factors in Indian, Pakistani, Bangladeshi, and European origin populations: cross sectional study. BMJ 1999; 319: 215-220[Abstract/Free Full Text].
3. Primatesta P, Poulter NR. Lipid concentrations and the use of lipid lowering drugs: evidence from a national cross sectional survey. BMJ 2000; 321: 1322-1325[Abstract/Free Full Text].
4. Cummins C, Winter H, Cheng KK, Maric R, Silcocks P, Varghese C. An assessment of the Nam Pehchan computer program for the identification of names of South Asian origin. J Public Health Med 1999; 21: 401-406[Abstract/Free Full Text].
5. Department of Health. National service framework for coronary heart disease: modern standards and service models. London: Stationery Office, 2000.

(Accepted 15 January 2002)


© BMJ 2002

Add to CiteULike CiteULike   Add to Complore Complore   Add to Connotea Connotea   Add to Del.icio.us Del.icio.us   Add to Digg Digg   Add to Reddit Reddit   Add to StumbleUpon StumbleUpon   Add to Technorati Technorati    What's this?

Relevant Article

Asian patients may receive inferior care
Antony Stewart and Jammi N Rao
BMJ 2002 325: 659. [Extract] [Full Text]

This article has been cited by other articles:

  • Ashworth, M., Lloyd, D., Smith, R. S., Wagner, A., Rowlands, G. (2007). Social deprivation and statin prescribing: a cross-sectional analysis using data from the new UK general practitioner 'Quality and Outcomes Framework'. J Public Health (Oxf) 29: 40-47 [Abstract] [Full text]  
  • Ward, P. R, Noyce, P. R, St Leger, A. S (2005). Multivariate regression analysis of associations between general practitioner prescribing rates for coronary heart disease drugs and healthcare needs indicators. J. Epidemiol. Community Health 59: 86-86 [Full text]  
  • Ward, P R, Noyce, P R, St Leger, A S (2004). Are GP practice prescribing rates for coronary heart disease drugs equitable? A cross sectional analysis in four primary care trusts in England. J. Epidemiol. Community Health 58: 89-96 [Abstract] [Full text]  
  • Stewart, A., Rao, J. N (2002). Asian patients may receive inferior care. BMJ 325: 659-659 [Full text]  

Rapid Responses:

Read all Rapid Responses

Ecological study and causality
Grazyna T Adamiak
bmj.com, 5 Jul 2002 [Full text]
We too have found evidence that Asian patients may receive inferior care
Antony Stewart, et al.
bmj.com, 13 Jul 2002 [Full text]



Access jobs at BMJ Careers
Whats new online at Student 

BMJ