Development of an evidence-based checklist for the detection of drug related problems in type 2 diabetes
Objective To develop an evidence-based checklist to identify potential drug related problems (PDRP) in patients with type 2 diabetes. Setting The evidence based checklist was applied to records of ambulatory type 2 diabetes patients in New South Wales, Australia. Method After comprehensive review of the literature, relevant medication groups and potential drug related problems in type 2 diabetes were identified. All the relevant information was then structured in the form of a checklist. To test the utility of the evidence-based checklist a cross-sectional retrospective study was conducted. The PDRP checklist was applied to the data of 148 patients with established type 2 diabetes and poor glycaemic control. The range and extent of DRPs in this population were identified, which were categorized using the PCNE classification. In addition, the relationship between the total as well as each category of DRPs and several of the patients’ clinical parameters was investigated. Main outcome measure: Number and category of DRPs per patient. Results The PDRP checklist was successfully developed and consisted of six main sections. 682 potential DRPs were identified using the checklist, an average of 4.6 (SD = 1.7) per patient. Metabolic and blood pressure control in the study subjects was generally poor: with a mean HbA1c of 8.7% (SD = 1.5) and mean blood pressure of 139.8 mmHg (SD = 18.1)/81.7 mmHg (SD = 11.1). The majority of DRPs was recorded in the categories ‘therapy failure’ (n = 264) and ‘drug choice problem’ (n = 206). Potentially non-adherent patients had a significantly higher HbA1c than patients who adhered to therapy (HbA1c of 9.4% vs. 8.5%; P = 0.01). Conclusion This is the first tool developed specifically to detect potential DRPs in patients with type 2 diabetes. It was used to identify DRPs in a sample of type 2 diabetes patients and demonstrated the high prevalence of DRPs per patient. The checklist may assist pharmacists and other health care professionals to systematically identify issues in therapy and management of their type 2 diabetes patients and enable earlier intervention to improve metabolic control.
KeywordsType 2 diabetes Drug related problems Drug therapy Evidence-based medicine Evidence-based pharmacy Diabetes PCNE DRP classification
Impact of findings on practice
An evidence-based checklist can be used specifically in patients with type 2 diabetes, to assist pharmacists and other healthcare professionals in systematically identifying DRPs.
There is a high prevalence of DRPs in the population of patients with type 2 diabetes and poor glycaemic control.
The most important DRPs in type 2 diabetes patients in New South Wales seem to be therapy failure and drug choice problems.
Type 2 diabetes is a chronic metabolic disorder characterised by both defects in insulin secretion and/or tissue sensitivity to insulin. The latter is known as insulin resistance and forms part of a cluster of cardiovascular risk factors seen in a high proportion of patients with type 2 diabetes. It is known as the metabolic syndrome and also includes central obesity, hypertension and/or dyslipidaemia. Evidence suggests that a targeted, intensified, multifactorial intervention which includes lifestyle modifications and multiple pharmacotherapy is required to reduce or prevent macrovascular and microvascular complications [1, 2].
The optimal use of medications therefore plays a key role in achieving treatment targets for glucose, blood pressure and lipids. The efficacy of a medication regimen, however, may be limited by a range of drug related problems (DRPs) including adverse drug reactions, interactions, contra-indications and non-adherence . Since patients with type 2 diabetes generally use multiple medications, DRPs are likely to occur in this population and these can negatively influence diabetes control. Research has shown that a substantial proportion of DRPs that exist within the health care system are related to patients with diabetes . Nevertheless, there is currently no specific tool available that can be used by pharmacists or other healthcare professionals to help detect DRPs in patients with type 2 diabetes.
Our aim was to develop an evidence-based PDRP (potential drug related problems) checklist that may be used to review a patient’s clinical status and medication regimen to identify potential DRPs in type 2 diabetes.
Development of the checklist
Drug groups included in the protocol
Angiotensin II antagonists
Calcium channel blockers
Lipid lowering drugs
Using the PDRP checklist
In the literature, there are several systems available for the classification of DRPs . The characteristics of each system were examined to select the most suitable for classifying the outcomes of the PDRP checklist. The PCNE classification proved to be the most appropriate one to apply in this study . It is based on a clear definition, has a hierarchical problem classification and its validation has been published . The outcomes of the checklist appeared to be easily categorized into one of the six primary domains of this classification: adverse reactions, drug choice problems, dosing problems, drug use problems, interactions and others. In this study, the primary domain called ‘others’ was renamed to ‘therapy failure’ because that is the only type of DRP in this domain that was investigated in this study.
A cross-sectional retrospective study design was used. Study subjects were patients from New South Wales, Australia who participated in the Pharmacy Diabetes Care Program in 2004 . These were all patients with established type 2 diabetes and poor glycaemic control (HbA1c ≥7.0%). Full patient medication records and other data collected in the study, including BMI, HbA1c, systolic and diastolic blood pressure, lipid profile and medication adherence were available.. Adherence was assessed using the Brief Medication Questionnaire (BMQ), a validated self-report tool that is used to indicate potential non-adherence [13, 14]. No further data from the patients’ perspective were available. The PDRP checklist was used to review each patient’s data to determine the prevalence of identified DRPs.
For each type of DRP identified in the review process, the cumulative frequencies and, if relevant, the nature of the problem was reported. All the DRPs were categorized according to their primary domain in the PCNE classification. Next, the relationship between the total number and category of DRPs and several clinical parameters was investigated using either the Spearman’s rank correlation coefficients (for continuous or ordinal variables) or the independent-samples Student’s t-tests for comparing means of two groups. The DRPs in the ‘therapy failure’ category were not included in this analysis, since the occurrence of a DRP in this category is logically related to poor control of blood glucose levels, blood pressure and/or lipid levels. All the statistical analyses were carried out using SPSS for Windows (version 15.0; SPSS Inc, Chicago, IL, USA).
The PDRP checklist
The checklist (see Appendix) consists of six main sections: lifestyle management, glycaemic control, blood pressure control, lipid control, platelet control and medication adherence. Whilst the main focus of the checklist is on the detection of potential DRPs in the patient’s current medications, including missing therapy and the appropriateness of the prescribed agents, lifestyle management issues are also relevant in the overall management of type 2 diabetes and were therefore included.
Demographics and clinical parameters of study subjects
Demographics (n = 148)
Age (in years; mean ± SD)
61.4 ± 11.8
Duration of type 2 diabetes (in years; mean ± SD)
9.0 ± 7.5
Mean ± SD
8.7 ± 1.5
31.9 ± 6.9
Systolic blood pressure (mmHg)
139.8 ± 18.1
Diastolic blood pressure (mmHg)
81.7 ± 11.1
Total cholesterol (mmol/l)
4.8 ± 1.0
HDL cholesterol (mmol/l)
1.3 ± 0.7
2.3 ± 1.3
10 year risk of cardiovascular eventsa (%)
16.4 ± 8.8
Use of medications in the study subjects (n = 148)
Percentage of patients
Proportion of patients using
Angiotensin II antagonists
Calcium channel blockers
Proportion of patients using
Lipid lowering drugs
Proportion of patients using
1 lipid lowering drug
2 lipid lowering drugs
Distribution of drug related problems
Drug related problems in the study subjects (n = 148)
Type of drug related problem
Percentage of total DRPs
1. Adverse reaction
2. Drug choice problem
Inappropriate/not most appropriate drug
Duplication of therapeutic group
No drug prescribed but clear indication
3. Dosing problem
Drug dose too low or regimen not frequent enough
Drug dose too high or regimen too frequent
4. Drug use problem
6. Therapy failure
43 patients (29.1%) reported having experienced at least one episode of hypoglycaemia of any kind in the 1 month period prior to enrollment in the study. All these patients were using a sulphonylurea or insulin, therefore this was considered a potential adverse effect of their drug therapy.
Drug choice problem
This category of DRP was recorded 206 times, resulting in an average of 1.4 drug choice problem per patient. By far the most recorded drug choice problem (n = 182) was that of missing therapy despite a clear indication being present. A total of 90 patients (60.8%) were not receiving anti-platelet therapy although they were at increased cardiovascular risk, 71 patients (48.0%) were missing lipid lowering therapy, 20 patients (13.5%) were missing anti-hypertensive therapy and 1 patient (0.7%) was not prescribed any blood glucose lowering therapy at the point of data collection.
Also, drugs that were not the most appropriate treatment option were prescribed in 19 cases. These were all related to the use of a non-preferred agent as monotherapy for the treatment of hypertension: diltiazem or verapamil was recorded 12 times, a non-selective β-blocker was recorded 6 times and 1 patient only used a selective α-antagonist to treat high blood pressure.
In total, a dosing problem was recorded 40 times. Underutilization of a drug was recorded when the prescribed dose was below the recommended range or when the dosing regimen was inappropriately infrequent. This was seen 13 times, with the most prevalent being aspirin (n = 4) or ACE inhibitors (n = 4). Overutilization was recorded 27 times. In 15 of these cases, sulphonylureas were responsible for this type of DRP. ACE inhibitors (n = 4) and metformin (n = 3) were the next most frequently overutilized drugs.
Drug use problem
Potential non-adherence was categorized as a drug use problem and occurred in 17.6% (n = 26) of the study subjects.
A total of 103 potential interactions were identified with the use of the checklist. The most recorded type of potential interaction was the combination of an ACE inhibitor with either a sulphonylurea (n = 32) or insulin (n = 14). The so-called ‘triple whammy’, defined as the use of a thiazide diuretic and an ACE inhibitor or angiotensin II antagonist in combination with an NSAID, was observed 15 times . Other repeatedly reported potential interactions were the concomitant use of low-dose aspirin and another NSAID (n = 7); atorvastatin or simvastatin and a macrolide antibiotic (n = 6); a sulphonylurea and an antimalarial drug (n = 6); and an ACE inhibitor as well as an angiotensin II antagonist (n = 6).
This was the largest category of DRPs (n = 264), accounting for 38.7% of all problems. Therapy failure was assumed to be present when blood glucose levels, blood pressure or lipid levels weren’t controlled adequately despite receiving drug therapy to treat these metabolic disorders. The underlying causes of the DRPs in this category are unknown; potential causes are ineffectiveness of medications (e.g. secondary failure of sulphonylureas), missing therapy (e.g. patients requiring more than one antihypertensive to control their blood pressure), incorrect administration of drugs and undetected non-adherence. Therefore, not reaching therapeutic targets while receiving drug therapy was recorded as a separate DRP in this category. Blood glucose levels were above recommended levels in 133 patients (89.9%), blood pressure was elevated in 69 patients (46.6%) and lipid levels failed to reach the treatment goals in 62 patients (41.9%).
To investigate whether there was a relationship between the prevalence of DRPs and the therapeutic status of the patient; Spearman’s correlation coefficients were calculated between the number of total DRPs (minus the ‘therapy failure’ category) and several clinical parameters. A significant correlation was observed between systolic blood pressure and the total number of DRPs minus ‘therapy failure’ (Spearman’s correlatio n = 0.19; P = 0.028). Potentially non-adherent patients had a significantly higher HbA1c than the other patients (HbA1c of 9.4 vs. 8.5; 95% CI: −1.50 to −0.20).
In this study, an evidence-based checklist for the detection of DRPs in type 2 diabetes has successfully been developed. The checklist was used to identify DRPs in a population of patients with type 2 diabetes. A total of 682 DRPs were detected, which were classified in six different categories.
The high average of 4.6 DRPs (SD = 1.7) per patient showed that the early identification and resolution of DRPs is important in the therapeutic management of patients with type 2 diabetes. An earlier study found a comparable average of 4.1 DRPs per patient with type 2 diabetes, albeit using a different method of detecting (by qualitative interviews) and classifying DRPs . Collectively, these findings demonstrated that the prevalence of DRPs in these patients is relatively high. This can partly be explained by the fact that patients with type 2 diabetes generally use many medications, but it also emphasizes the need for adequate medication management in these patients.
One of the major issues identified by the PDRP checklist was the large proportion of patients who were missing therapy for clear indication. This was especially the case for anti-platelet therapy, Approximately 60% of all the patients were not taking aspirin in spite of being at increased cardiovascular risk. Also, nearly half of all the patients were not receiving any lipid lowering drugs although lipid levels were not adequately controlled in these patients. This is a concern, especially since the benefits of anti-platelet and lipid lowering therapy in patients with type 2 diabetes have clearly been established in earlier large randomized clinical trials [17, 18, 19].
A high proportion of patients in this study had poor glycaemic control, an expected finding since this was a selection criterion for entry into study . It suggests, however, that pharmacotherapy may need to be intensified for many poorly controlled patients with type 2 diabetes, assuming they have been adherent to their diabetes management regimen . The findings also highlight the need for self monitoring of blood glucose by all type diabetes patients on medication therapy.
Blood pressure control among this cohort was also suboptimal. Nearly half of the patients had an elevated blood pressure (46.6%) as well as suboptimal lipid control. (41.9%). Thus, notwithstanding the availability of a wide range of pharmacotherapy, achieving metabolic control in type 2 diabetes continues to be a major challenge.
Another notable result was that 16% of all patients in this study on sulphonylurea therapy were prescribed a dose that was higher than recommended. The desirability of this prescribing behaviour is questionable, since it is well known that the risk of hypoglycaemia is enhanced with increased dosages of sulphonylureas . Also, approximately a third of all patients reported having experienced at least one episode of hypoglycaemia of any kind in the month before entry into the study. It is not possible, though, to conclude what proportion of these episodes was directly induced by sulphonylureas from the retrospective patient data. Information on other adverse effects was not available from the patient data, so the number of DRPs collected in this category may have been underestimated. Also, there was no information available from the original data on the patient’s renal and hepatic function; so it was not possible to detect possible contra-indications related to these parameters.
Several potential interactions were identified with the use of the PDRP checklist. A large proportion (44.7%) related to the combination of an ACE inhibitor with either a sulphonylurea or insulin. Although the combination of these agents is unavoidable in the therapeutic management of type 2 diabetes for many patients, the increased risk of hypoglycaemia requires careful monitoring [21, 22]. This is also true for the potential impairment in renal function when using the so-called ‘triple whammy’ combination, which was prescribed in 14.6% of patients. Overall, ACE inhibitors were involved in 63 of all 103 potential interactions (61.2%), suggesting that patients taking these agents should be monitored carefully.
An interesting observation was the significant difference in HbA1c between adherent and potentially non-adherent patients. An earlier observational study demonstrated a significant relationship between adherence to insulin therapy and glycaemic control, but this relationship has not been established previously for other anti-diabetic medications . Since 17.6% of the study subjects were potentially non-adherent, an improvement in medication adherence is highly likely to contribute to improving glycaemic control in type 2 diabetes as has been shown in earlier studies [24, 25]. It should be noted that the PDRP checklist does not detect potential non-adherence, but information on this was available from the patient data. In these data, potential non-adherence had previously been assessed by the use of a self-report tool . Considering the importance of adherence in type 2 diabetes, a tool of that kind should be integrated in the checklist in the future to enable full completion and improve convenience.
The total number of DRPs (minus the ‘therapy failure’ category) correlated significantly with systolic blood pressure but not with any other clinical parameters. A possible explanation for this is that blood glucose and lipid levels are influenced to a greater extent by non-medication related factors, such as environmental and lifestyle aspects, than is systolic blood pressure.
Certain limitations to this study, however, are due to its retrospective nature. While the statistical analyses showed a relationship between the prevalence of DRPs in a patient and the control of several metabolic parameters, they do not demonstrate causality. Also, it is unsure whether the results of this study are representative for all patients with type 2 diabetes, since nearly all the study subjects had poor glycaemic control.
Another important factor that should be considered is that we studied the prevalence of potential DRPs instead of actual DRPs. Therefore it is unknown whether patients with more potential DRPs actually had worse clinical outcomes during follow-up. As a result, the clinical significance of the detected DRPs cannot be established. This is moreover true because no information on the patients’ perspective was included.
The PDRP checklist is the first tool developed specifically to detect potential DRPs in patients with type 2 diabetes and was able to identify DRPs from previously collected patient data. However, the development of an electronic version will be necessary to allow efficient future use. The development of this checklist represents an important first step in developing a tool that can be applied in clinical practice. A broad review on the correctness and completeness by specialists is needed to further determine the contents of the checklist. After this, an additional study on the implementation in practice should be undertaken. For efficient implementation, collaboration between pharmacists and physicians is needed; for example in carrying out the interventions.
The high average of DRPs per patient demonstrates the importance of the early identification and resolution of DRPs in patients with type 2 diabetes. Therapy failure was the most frequently recorded DRP, which suggests that to achieve treatment goals in type 2 diabetes identifying the cause of therapy failure is a critical step. For example if non adherence is the issue, behavioural modification strategies may be needed. If failure of therapy is due to beta cell failure then earlier intensification of therapy is likely to be required . Missing therapy, especially for anti-platelet and lipid lowering medications, was also common which shows that cardiovascular risk was not adequately addressed in this population.
In conclusion, the wide range of DRPs detected by the checklist shows that optimal medication management in type 2 diabetes remains a major challenge in clinical practice. The use of the PDRP checklist may assist pharmacists and other health care professionals to systematically identify issues in therapy and management of their type 2 diabetes patients and enable earlier intervention to improve metabolic control. Whether this will translate into better health outcomes in the longer term, remains to be proven in the near future.
The authors wish to thank Dr. Bernadette Mitchell and Jane Ludington for their help in reviewing the checklist.
The Pharmacy Diabetes Care Program was funded by the Australian Government Department of Health & Ageing as part of the Third Community Pharmacy Agreement. This study was partly funded by the Dutch Diabetes Research Foundation.
Conflicts of interest
This article is distributed under the terms of the Creative Commons Attribution Noncommercial License which permits any noncommercial use, distribution, and reproduction in any medium, provided the original author(s) and source are credited.
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