Abstract
Background
Chronic kidney disease (CKD) is associated with increased cardiovascular mortality and morbidity as well as progression to established renal failure. Interventions in primary care, particularly the lowering of blood pressure in individuals with CKD and proteinuria and diabetes, can slow disease progression. This evidence base is codified in national guidance and in a simplified form in pay-for-performance targets. Prior to conducting the QICKD study — a cluster of quality-improvement interventions with reduction of blood pressure as its primary outcome measure — a diagnostic analysis was conducted to assess the relevance of the intended interventions.
Aim
To understand practitioners' views of CKD and its management.
Method
Focus groups were held in five locations across England. Experienced facilitators developed a standardised approach and analysed data using the ‘framework’ approach.
Results
Practitioners varied in their views of CKD and their embracing of the guidance. Some sought to implement the full guidance, others only the pay-for-performance targets. Nearly all practitioners had reservations as to whether CKD was really a disease; problematised the diagnosis of CKD purely on an estimate of glomerular filtration rate; questioned whether CKD in older people was part of natural ageing; and had experienced difficulty in explaining the condition to patients without frightening them. Most reported both problems and scepticism concerning the blood pressure targets, and acknowledged educational gaps.
Conclusion
Practitioners have disparate views about CKD. The quality-improvement interventions in the QICKD study will need to incorporate a large element of education. CKD guidelines may have been introduced without sufficient educational support.
Keywords: chronic disease, medication therapy management, patient-physician relations
INTRODUCTION
Chronic kidney disease (CKD) is a recently defined condition and a new priority for primary care.1 CKD is important because it is common, potentially affecting up to 10% of the population,2,3 and cohort studies have shown the condition has an excess total and cardiovascular morbidity4 similar to the increased risk associated with diabetes.5 Stages 3–5 CKD, the more serious of its five stages, can be diagnosed using an estimate of kidney function called the ‘estimated glomerular filtration rate’ (eGFR). The simple formula to calculate eGFR requires serum creatinine, age, sex, and ethnicity. Strictly speaking, two eGFR values, based on creatinine measurements at least 3 months apart, are needed before making a formal diagnosis of CKD.
Primary care interventions to control cardiovascular risk, principally lowering blood pressure, should slow the rate of decline in CKD. Tight control of blood pressure should be focused on high-risk individuals, namely those with proteinuria and diabetes. Improved primary care management should reduce the number of cardiovascular events and reduce established renal failure in individuals with CKD.6 The evidence base for these interventions is summarised in recent national guidance.7,8
How this fits in
CKD is a new priority for primary care and practitioner awareness increased after its inclusion in pay-for-performance targets in April 2006 in the UK. This qualitative study was carried out as part of the diagnostic analysis prior to the commencement of the cluster randomised trial of Quality Improvement interventions in CKD. Little was previously known about practitioners understanding of the disease. The study demonstrated the variation in clinicians' understanding of this condition. Clinicians modulated their implementation of the pay-for-performance target based on their professional knowledge of individual patients.
Awareness of CKD has increased since its inclusion in the UK's financially incentivised quality targets for primary care — the Quality and Outcomes Framework (QOF). The CKD QOF indicator was introduced in 2006; at the time there was a perceived lack of knowledge and experience in managing CKD. It was the only QOF indicator to be supported by online ‘frequently asked questions’.9 The initial blanket approach to controlling blood pressure in the CKD QOF target may have lacked a strong evidence base,10 however, recent changes have resulted in more selective targeting of high-risk groups. Implementation of the indicator has been patchy; less than half the expected prevalence of the condition is reported on disease registers, that is, around 3.4%,11 compared with around 8% in epidemiological studies.2
There have been few studies of quality-improvement strategies to control blood pressure in high-risk individuals with CKD.12 The authors are therefore undertaking a 2-year, three-arm cluster randomised controlled trial involving 105 practices (powered for 105 but >130 are included), to compare the effectiveness of two different quality-improvement strategies, as against usual practice. Thirty-five practices will receive guidelines and prompts,13 35 will receive audit-based education,14 with the remaining 35 practices constituting ‘usual practice’. The reduction of systolic blood pressure is the primary outcome measure.15 The purpose of the qualitative research described in this paper was to carry out a diagnostic analysis,16,17 at an early stage of the overarching study, in order to explore contemporary issues in the management of CKD in general practice prior to finalising the content of the quality-improvement strategies due to be implemented in the trial.15 The qualitative research is contributed to the development of these quality-improvement interventions that are likely to improve the control of blood pressure in high-risk individuals with CKD.
METHOD
The subjects of the research were GPs and practice nurses. Qualitative methods were used to elicit the range of perspectives (understandings, motivations, and level of engagement) held by health professionals in primary care concerning the then recently introduced national guidelines and framework for managing CKD.7 The initial research aim was to explore the management of CKD, as well as the nature of the condition itself. These findings were then drawn upon to: contextualise the impact of the national initiatives to improve primary care management of CKD; enable finalisation of the content of the quality-improvement interventions; and provide a benchmark for the later process evaluation of the main study interventions.18
A non-probability purposive sample of five practices was selected from the 70 practices that had agreed to participate in the active (interventions) arm of the main study. The purposive selection criteria were that these practices represented a range of practices that included ‘locality leaders’ in the primary care management of CKD, and also practices that were defined as those ‘challenged to deliver high-quality care’, that is, these practices were in the bottom quartile for recorded prevalence of CKD and proteinuria testing and use angiotensin-modulating drugs in high-risk patients compared with their peers; and not aligned with current National Institute for Health and Clinical Excellence (NICE) guidance.8 The five practices were located within South London, Surrey, and the East Midlands. Thirty-six health professionals (26 GPs, nine practice nurses, and one practice-based pharmacist) participated in the five focus groups that were used to collect the data.
Focus group discussion has advantages in eliciting the attitudes, feelings, and beliefs of practitioners. Although these perspectives may be independent of the individual's membership of the social group that constitutes the primary care practice, they are more likely to be revealed via the social gathering and the interaction created by a focus group discussion than through observation or individual interviewing. An interview guide or set of prompts was produced through a process of brainstorming among the research team. The guide provided the discussion moderator or facilitator with topics and issues that were, to the extent possible, to be covered at some point during the group discussion. These prompts were loosely structured and did not suggest potential responses. The guide was reviewed and reassessed following completion of the first focus group discussion; this process was repeated for the second and subsequent focus groups. No attempt was made to reach the point of saturation in the data-collection phase because the diagnostic analysis was primarily exploratory rather than definitive, and was also conducted at a time of rapid change in the management of CKD. The perspectives of GPs and practice nurses recorded in the focus groups therefore should be seen very much as a ‘snapshot’ of understanding in a particular clinical context at a particular time.
The focus groups were recorded and transcribed verbatim. The transcripts were then analysed utilising the ‘framework’ approach,19 developed at the National Centre for Social Research in London. This involved an initial phase of data management in which the transcripts of the group discussions were checked for accuracy, and then read to gain familiarity with the dataset. A conceptual or thematic framework was then constructed, which involved the indexing or labelling of the transcript data leading to the identification of ‘initial themes’ or concepts. This process was applied to the entire dataset while undergoing a process of constant refinement, which included the identification of deviant cases.
A set of thematic charts were then constructed in order to sort the transcript data with similar subject matter into a hierarchy of main themes and subthemes, so that the data could be more easily synthesised prior to interpretative analysis. Although the discussion following will be structured on the basis of the emergent theme hierarchy, it should be borne in mind that the subthemes are not necessarily exclusive to one main theme alone.
RESULTS
Eight main themes emerged from the analysis of the focus group discussions. The general response of practices to the guidance was variable and varied both within and between practices. There were difficulties associated with: assigning a diagnosis simply on the basis of a blood test; whether CKD was really a disease at all; the stigmatising effect of a diagnosis of CKD; and the difficulty of explaining the concept to patients. There were concerns that the blood pressure targets were difficult to achieve in practice, and that it resulted in over-complicated medication regimes for people with CKD, who were often older and had other comorbidities. There were also concerns about when to refer to secondary care, as well as the need for more professional education (Table 1).
Table 1.
Index of main themes | Index of subthemes derived from the focus group discussions |
---|---|
(A) General responses to the response to renal disease |
|
(B) Issues surrounding use of the eGFR measure |
|
(C) Labelling issues: kidney disease part of the normal ageing process |
|
(D) Issues surrounding the giving of a CKD diagnosis |
|
(E) Issues surrounding the management of blood pressure in CKD |
|
F) Patient self-management and compliance issues in relation to meeting blood pressure targets |
|
(G) Referral issues |
|
(H) Educational requirements of practice regarding CKD |
|
There were both positive and negative comments about the usefulness of eGFR. There were concerns about the emphasis placed by national guidelines on the use of eGFR in making a diagnosis, and also cautions about its volatility as a measurement over time (Table 1, section B). Concern was expressed about the implications of a CKD diagnosis for patients and that CKD can serve to label patients, with potentially stigmatising consequences (Table 1, section D). Some practitioners went on to question the validity of introducing a new disease label which reclassified existing disease categories. Questions were raised in the focus group discussions about the CKD label being a test of renal function rather than of a discrete pathology. There was scepticism that a discrete diagnosis was possible, given that the signs of CKD were frequently bound up with other comorbidities, as expressed in the following:
‘These [patients diagnosed with CKD] are people who are at increased risk of cardiovascular disease so again from a management point of view, controlling their blood pressure, controlling the cardiovascular risk is still central to the management of these people. So the tools that you are using are still the same tools that you would be using in other conditions. I think the point is actually being aware of the other factors and not just focusing on the eGFR on its own but looking at what else is happening, that's the most important thing.’ (FG2, GP8)
A key concern was the best approach to informing patients that they had been given a diagnosis of CKD (Table 1, section D). There was some general reluctance by practitioners, expressed in all the focus groups, to embrace the CKD label (particularly stage 3) when relying solely on the eGFR result to make the diagnosis. This was especially the case if the individual was older and generally feeling well in themselves. This view is expressed in the following quote from a GP:
‘People usually came for something else — for investigation of anaemia, for tiredness, all sorts of other things. And, as a by-product, you measure their eGFR which is say 59 [mL/min/1.73 m2]. Then there is lots of confusion, people think they will need to have dialysis in a couple of years' time when you mention chronic kidney disease. So there was lots of anxiety from patients and you need to explain quite a lot “What does CKD actually mean?”.’ (FG2, GP6)
The management of high blood pressure in patients diagnosed with CKD (Table 1, section E) was generally reported as problematic. Few practitioners chose to focus on the potential benefits for patients of closer monitoring and active treatment of hypertension recommended by the national guidelines and the protocol of this study.15 All of the practices participating in the focus group discussions identified problems with meeting the pay-for-performance targets for blood pressure control. In particular, GPs anticipated problems associated with older patient's tolerance of antihypertensive medication. As one GP noted:
‘A lot of patients are already on maximum medication. And you cannot keep on putting them on two, three, four medications and, still, their readings remain very high.’ (FG5, GP22)
Practitioners appeared to take quite an instrumental approach to the national blood pressure guidance. A good example of this form of pragmatism is as follows:
‘Again I think the [blood pressure] protocol has to be realistic ... which is more important, an actual endpoint or actual percentage change? The argument is that really it is the percentage change if somebody is at increased risk. I think you also have to take into context whether they have proteinuria or not. If they don't have proteinuria then I am going to be a bit more laid back about their blood pressure than somebody who has got proteinuria and a significant manifestation of vascular disease.’ (FG1, GP2)
In relation to meeting the QOF blood pressure targets, there was universal agreement that compliance hinged on the willingness of patients to take on a self-management role (Table 1, section E). Encouraging home monitoring of blood pressure to give patients some sense of control over their CKD management may become a crucial element in their clinical management, albeit with some caution about the accuracy of these readings. Additionally, the view was expressed that the willingness of patients to embrace some changes in their lifestyle was an important adjunct to medication, illustrated in this quote from one of the practice nurses participating in the focus group discussions:
‘It's a willingness to change, it's often diet and smoking related, so you've got the numbers and you try and work against the numbers, but you know in your heart that unless you put every single medication in the book into that person, and you're not going to, you're not going to hit the targets.’ (FG3, PN4)
Related to the issue of self-management was the question of how far patients understood their own relative risk in relation to CKD, particularly if they generally felt well, as illustrated in the following example:
‘If they don't notice any symptoms themselves, then why is it something that should be treated … take a tablet for life. If they haven't noticed any difference so they're less likely to engage. It's really hard to try and persuade them that this is what might happen to them.’ (FG4, GP15)
The theme of when and who to refer to secondary care renal units (Table 1, section G) drew attention to the existence of different referral patterns, reflecting the way in which the CKD stage classification for individual patients was interpreted differently by different practices. However, all the practices participating in the focus group discussions agreed that their local renal unit was a good source of support in referral decisions, as well as providing information and advice.
Lastly, the issue of the educational requirements of practices was raised (Table 1, section H). Three of the five practices participating in the focus group discussions demonstrated a thorough knowledge of CKD, and were well-informed about the national guidelines and confident about patient-management issues. These more engaged practices were more likely to have produced their own local protocol synthesising national guidance, which could be passed on to patients in a one-page format. Practitioners from the remaining two practices admitted that they were overly reliant on the pay-for-performance business rules to drive their clinical management, and acknowledged that they tended to look outwards (towards the local health service management) for support and the production of a patient information leaflet.
DISCUSSION
Summary of main findings
A range of levels of understanding of CKD and how to best manage the condition were found to exist among practitioners. There was also a general scepticism expressed concerning both the advisedness and practicalities of target-driven lowering of blood pressure in people with CKD, who were often older. However, despite sharing these reservations, those practices that could be termed as more ‘proactive’ were generally getting on with implementing the guidance, whereas those practices that could be described as more ‘reactive’ tended to rely on the pay-for-performance business rules to define their clinical management.
Practitioners also demonstrated a determination to interpret the relative importance of the CKD classification based on their professional knowledge of individual patients rather than engage in ‘box-ticking.’ When it came to the management of their patients, who may or may not gain from changes in their medication or referral to a specialist renal unit, many of the GPs were also concerned that overtreatment might do more harm than good.
While there was a general acknowledgement that the identification of people with CKD was ultimately a good thing for patients' long-term management, there was also an expressed concern that such a label was potentially stigmatising. Their perceptions were that the public knew little about the disease, and a diagnosis of CKD was seen to be potentially frightening because of its association with renal failure and needing dialysis.
Limitations of the study
This study only looked at five practices, although the purposive sampling aimed to achieve a national spread. Also, although facilitated by a moderator with a guide of prompts, focus group discussions do enable participants to steer the discussion towards those topics that directly concern themselves; this occurred to some extent within this study.
Comparison with existing literature
The doubts concerning an over-reliance on the eGFR measure expressed within the focus groups have also been aired within the renal specialist community and elsewhere. Reduced and stable eGFR in older people may be much less important than changes in eGFR in the young.10,20 However, while concerns have also been raised about the validity of eGFR,21 it is nonetheless currently a better measure than creatinine levels. The latter is an insensitive marker of renal function: up to 50% can be lost before the serum creatinine concentration rises above the normal range, while use of eGFR allows early identification of renal damage, thus affording opportunities for aggressive cardiovascular risk-factor management.1 The recorded prevalence of CKD found in epidemiological studies,2,3 is far higher than the prevalence reported in the CKD QOF disease registers.11
The idea that the patient should be made to ‘comply’ with treatment was first challenged by cardiologists over 30 years ago.22 Concordance, which implies sharing decision making between professional and patient, has been unchallenged as the correct approach to patient management in primary care for at least a decade.23 The authors were struck that despite all their discomfiture with aspects of CKD diagnosis and management, all the focus groups identified patient ‘compliance’ as an issue, especially with additional blood pressure-lowering drugs. Although participants were concerned about the difficulty and potential risk of falls in older people when using multiple agents to lower blood pressure, systematic reviews suggest that this is safe.24,25
Implications for clinical practice and future research
This is an area of quality improvement where the participating practices do not always accept national guidelines as de facto correct. In previous quality-improvement studies, guidelines about cholesterol management in heart disease were generally accepted by practices.26 In this study, participants had doubts about the diagnosis and the advisability of the key evidence-based intervention. The quality-improvement interventions may have to be reshaped to address this recognised educational need.
National policy in future should take into account existing levels of understanding when launching national guidelines or quality-improvement targets. The uptake and understanding with regard to CKD is patchy, with differences in level of understanding found between, as well as within, practices. Some practitioners lack knowledge of how to manage this condition appropriately, and instead simply rely on the pay-for-performance business rules, which are a relatively crude instrument.
These educational requirements need to be more actively addressed by health service managers and organisers of postgraduate education, with the support of local renal units. Educational interventions should also address the relative scepticism found among some GPs about strict blood pressure management in older people. The findings also suggest it would be helpful to change the label for reduced renal function to one that does not include the term ‘disease’, in order to address the understandable scepticism of practitioners concerning the ‘emergence’ of a new condition.
Further investigation is needed to explore whether the varied understanding of CKD reflects the response to change as explained by the theory of diffusion of innovation, most recently applied in health care to the context of IT implementation.27 It is necessary to explain the reasons for the gap between the QOF and epidemiological prevalence of CKD, and to test whether smarter incentives or some other intervention would close this gap. Literature reviews and primary research, probably trials, are also needed to ascertain whether multiple blood pressure agents and strict blood pressure control truly offer health benefits in older people with a low, but relatively stable, renal function.
In summary, a top-down approach has led some GPs and practice nurses to gain a sound working knowledge of how to manage CKD. However, it would appear that other practitioners remain uncertain about how to best manage this condition beyond brief pay-for-performance directions. This qualitative diagnostic analysis has assisted in designing better quality-improvement interventions. However, much more educational support needs to be given to practitioners if they are to provide a comprehensive service to their patients and overcome their own doubts about the appropriateness of their management of CKD in primary care.
Acknowledgments
We acknowledge the support of the QICKD study team from University Hospitals of Leicester, Kidney Research UK, and St George's — University of London and participating practices.
Funding body
This work was supported by the Health Foundation (UK) ref: 7395/4843 (ClinicalTrials.gov identifier – ISRCTN56023731).
Ethics committee
Ethics approval was received from Oxfordshire REC C 07/H0606/141.
Competing interests
The authors have stated that there are none.
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REFERENCES
- 1.Gomez GB, de Lusignan S, Gallagher H. Chronic kidney disease: a new priority for primary care. Br J Gen Pract. 2006;56(533):908–910. [PMC free article] [PubMed] [Google Scholar]
- 2.Stevens PE, O'Donoghue DJ, de Lusignan S, et al. Chronic kidney disease management in the United Kingdom: NEOERICA project results. Kidney Int. 2007;72(1):92–99. doi: 10.1038/sj.ki.5002273. [DOI] [PubMed] [Google Scholar]
- 3.Coresh J, Byrd-Holt D, Astor BC, et al. Chronic kidney disease awareness, prevalence, and trends among U.S. adults, 1999 to 2000. J Am Soc Nephrol. 2005;16(1):180–188. doi: 10.1681/ASN.2004070539. [DOI] [PubMed] [Google Scholar]
- 4.McClellan WM, Newsome BB, McClure LA, et al. Chronic kidney disease is often unrecognized among patients with coronary heart disease: the REGARDS Cohort Study. Am J Nephrol. 2009;29(1):10–17. doi: 10.1159/000148645. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Glynn LG, Buckley B, Reddan D, et al. Multimorbidity and risk among patients with established cardiovascular disease: a cohort study. Br J Gen Pract. 2008;58(552):488–494. doi: 10.3399/bjgp08X319459. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.National Kidney Foundation — kidney disease quality initiative (KDOQI) NKF KDOQI guidelines. http://www.kidney.org/professionals/kdoqi/guidelines_ckd/toc.htm (accessed 4 Feb 2010)
- 7.Royal College of Physicians. Chronic kidney diseases in adults: UK guidelines for identification, management and referral. London: Royal College of Physicians; 2006. [DOI] [PubMed] [Google Scholar]
- 8.National Institute for Health and Clinical Excellence (NICE) Chronic kidney disease. Early detection and management of chronic kidney disease in adults in primary and secondary care. London: NICE; 2008. http://www.nice.org.uk/Guidance/CG73 (accessed 4 Feb 2010) [Google Scholar]
- 9.Gallagher H, O'Donaghue D, de Lusignan S. Chronic kidney disease: frequently asked questions. NHS Employers and the General Practitioners Committee of the British Medical Association; 2007. http://www.nhsemployers.org/Aboutus/Publications/Documents/Chronic_kidney_disease_FAQs_2nd_ed.pdf (accessed 5 Feb 2010) [Google Scholar]
- 10.Glassock RJ, Winearls C. Screening for CKD with eGFR: doubts and dangers. Clin J Am Soc Nephrol. 2008;3(5):1563–1568. doi: 10.2215/CJN.00960208. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.NHS Information Centre. GP QOF tables 2007/08 — clinical domain — chronic kidney disease. http://www.ic.nhs.uk/webfiles/QOF/2007-08/NewFilesGS/QOF0708_Pracs_CKD.xls (accessed 4 Feb 2010)
- 12.Gallagher H, de Lusignan S, Harris K, Cates C. Quality-improvement (QI) strategies for the management of hypertension in chronic kidney disease (CKD) in primary care: a systematic review. Br J Gen Pract. 2010 doi: 10.3399/bjgp10X502164. 10.3399/bjgp10X502164. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Grimshaw J, Eccles M. Is evidence-based implementation of evidence-based care possible? Med J Aust. 2004;180(6 suppl):S50–51. doi: 10.5694/j.1326-5377.2004.tb05945.x. [DOI] [PubMed] [Google Scholar]
- 14.De Lusignan S. An educational intervention, involving feedback of routinely collected computer data, to improve cardiovascular disease management in UK primary care. Methods Inf Med. 2007;46(1):57–62. [PubMed] [Google Scholar]
- 15.De Lusignan S, Gallagher H, Chan T, et al. The QICKD study protocol: a cluster randomised trial to compare quality improvement interventions to lower systolic blood pressure in chronic kidney disease (CKD) in primary care. Implement Sci. 2009;4:39. doi: 10.1186/1748-5908-4-39. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.NHS Centre for Reviews and Dissemination. Effective health care: getting evidence into practices. Eff Health Care. 1999;5(1):13. http://www.york.ac.uk/inst/crd/EHC/ehc51.pdf (accessed 4 Feb 2010) [Google Scholar]
- 17.Grol R. Successes and failures in the implementation of evidence-based guidelines for clinical practice. Med Care. 2001;39(8 suppl 2):II46–54. doi: 10.1097/00005650-200108002-00003. [DOI] [PubMed] [Google Scholar]
- 18.Hulscher ME, Laurant MG, Grol RP. Process evaluation on quality improvement interventions. Qual Saf Health Care. 2003;12(1):40–46. doi: 10.1136/qhc.12.1.40. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Ritchie J, Lewis J, editors. Qualitative research practice. London: Sage; 2003. [Google Scholar]
- 20.Glassock RJ, Winearls C. The global burden of chronic kidney disease: how valid are the estimates? Nephron Clin Pract. 2008;110(1):c39–46. doi: 10.1159/000151244. [DOI] [PubMed] [Google Scholar]
- 21.Giles PD, Fitzmaurice DA. Formula estimation of glomerular filtration rate: have we gone wrong? BMJ. 2007;334(7605):1198–1200. doi: 10.1136/bmj.39226.400694.80. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Hulka BS, Cassel JC, Kupper LL, Burdette JA. Communication, compliance, and concordance between physicians and patients with prescribed medications. Am J Public Health. 1976;66(9):847–853. doi: 10.2105/ajph.66.9.847. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Marinker M, Shaw J. Not to be taken as directed. BMJ. 2003;326(7385):348–349. doi: 10.1136/bmj.326.7385.348. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Leipzig RM, Cumming RG, Tinetti ME. Drugs and falls in older people: a systematic review and meta-analysis: II. Cardiac and analgesic drugs. J Am Geriatr Soc. 1999;47(1):40–50. doi: 10.1111/j.1532-5415.1999.tb01899.x. [DOI] [PubMed] [Google Scholar]
- 25.Gillespie LD, Gillespie WJ, Robertson MC, et al. Interventions for preventing falls in elderly people. Cochrane Database Syst Rev. 2003;(4) doi: 10.1002/14651858.CD000340. CD000340. [DOI] [PubMed] [Google Scholar]
- 26.De Lusignan S, Belsey J, Hague N, et al. Audit-based education to reduce suboptimal management of cholesterol in primary care: a before and after study. J Public Health. 2006;28(4):361–369. doi: 10.1093/pubmed/fdl052. [DOI] [PubMed] [Google Scholar]
- 27.Greenhalgh T, Robert G, Macfarlane F, et al. Diffusion of innovations in service organisations: systematic literature review and recommendations for future research. Millbank Q. 2004;82:581–629. doi: 10.1111/j.0887-378X.2004.00325.x. [DOI] [PMC free article] [PubMed] [Google Scholar]