Pharmacological Management of Migraine by Primary Care Providers in Nova Scotia.
In Canada, the management of migraine is commonly carried out by primary care providers. Guidelines for the acute and preventative management of migraine in Canada are published by the Canadian Headache Society (CHS). There are currently limited data describing prescribing patterns among clinicians caring for patients with migraine in Canada. Our aim for this exploratory study was to characterize the current pharmacological treatments prescribed for patients with migraine in Nova Scotia, Canada, seeking care through their primary care providers. We conducted a retrospective cross-sectional analysis of deidentified electronic medical record (EMR) data collected from January 2019 to December 2023 from the Maritime Research Network for Family Practice (MaRNet-FP) to identify prescribing patterns for the acute and preventative management of migraine in Nova Scotia. In total, 3075 active patients who received a diagnosis of migraine were identified in the MaRNet-FP EMR database (6.53% of total patients). Migraine patients were predominantly female (81%) with an average age of 44 ± 16 years. Between 2019 and 2023, 50% of patients with a migraine diagnosis received a prescription for a medication that can be used for the acute management of migraine, most commonly, nonsteroidal anti-inflammatory drugs and triptans. Over the same period, 60.4% of patients were prescribed a medication that can be used for the prevention of migraine, the most common of which were anti-depressants and beta-blockers. Our findings demonstrate alignment with CHS guidelines but highlight potential undertreatment of migraine.
- Research Article
10
- 10.1016/j.ijmedinf.2020.104159
- May 19, 2020
- International Journal of Medical Informatics
Illustrating the patient journey through the care continuum: Leveraging structured primary care electronic medical record (EMR) data in Ontario, Canada using chronic obstructive pulmonary disease as a case study
- Research Article
10
- 10.23889/ijpds.v5i1.1343
- Oct 14, 2020
- International Journal of Population Data Science
IntroductionFrailty is a complex condition that affects many aspects of patients’ wellbeing and health outcomes.ObjectivesWe used available Electronic Medical Record (EMR) and administrative data to determine definitions of frailty. We also examined whether there were differences in demographics or health conditions among those identified as frail in either the EMR or administrative data. MethodsEMR and administrative data were linked in British Columbia (BC) and Manitoba (MB) to identify those aged 65 years and older who were frail. The EMR data were obtained from the Canadian Primary Care Sentinel Surveillance Network (CPCSSN) and the administrative data (e.g. billing, hospitalizations) was obtained from Population Data BC and the Manitoba Population Research Data Repository. Sociodemographic characteristics, risk factors, prescribed medications, use and costs of healthcare are described for those identified as frail.ResultsSociodemographic and utilization differences were found among those identified as frail from the EMR compared to those in the administrative data. Among those who were >65 years, who had a record in both EMR and administrative data, 5%-8% (n=191 of 3,553, BC; n=2,396 of 29,382, MB) were identified as frail. There was a higher likelihood of being frail with increasing age and being a woman. In BC and MB, those identified as frail in both data sources have approximately twice the number of contacts with primary care (n=20 vs. n=10) and more days in hospital (n=7.2 vs. n=1.9 in BC; n=9.8 vs. n=2.8 in MB) compared to those who are not frail; 27% (BC) and 14% (MB) of those identified as frail in 2014 died in 2015. ConclusionsIdentifying frailty using EMR data is particularly challenging because many functional deficits are not routinely recorded in structured data fields. Our results suggest frailty can be captured along a continuum using both EMR and administrative data.
- Research Article
235
- 10.7326/0003-4819-137-10-200211190-00014
- Nov 19, 2002
- Annals of Internal Medicine
Clinical Guidelines19 November 2002Pharmacologic Management of Acute Attacks of Migraine and Prevention of Migraine HeadacheFREEVincenza Snow, MD, Kevin Weiss, MD, Eric M. Wall, MD, MPH, and Christel Mottur-Pilson, PhD, for the American Academy of Family Physicians and the American College of Physicians–American Society of Internal Medicine*Vincenza Snow, MDFrom American Academy of Family Physicians, Leawood, Kansas; Hines Veterans Affairs Medical Center and Northwestern University Feinberg School of Medicine, Chicago, Illinois; and American College of Physicians–American Society of Internal Medicine, Philadelphia, Pennsylvania., Kevin Weiss, MDFrom American Academy of Family Physicians, Leawood, Kansas; Hines Veterans Affairs Medical Center and Northwestern University Feinberg School of Medicine, Chicago, Illinois; and American College of Physicians–American Society of Internal Medicine, Philadelphia, Pennsylvania., Eric M. Wall, MD, MPHFrom American Academy of Family Physicians, Leawood, Kansas; Hines Veterans Affairs Medical Center and Northwestern University Feinberg School of Medicine, Chicago, Illinois; and American College of Physicians–American Society of Internal Medicine, Philadelphia, Pennsylvania., and Christel Mottur-Pilson, PhDFrom American Academy of Family Physicians, Leawood, Kansas; Hines Veterans Affairs Medical Center and Northwestern University Feinberg School of Medicine, Chicago, Illinois; and American College of Physicians–American Society of Internal Medicine, Philadelphia, Pennsylvania., for the American Academy of Family Physicians and the American College of Physicians–American Society of Internal Medicine*Author, Article, and Disclosure Informationhttps://doi.org/10.7326/0003-4819-137-10-200211190-00014 SectionsAboutVisual AbstractPDF ToolsAdd to favoritesDownload CitationsTrack CitationsPermissions ShareFacebookTwitterLinkedInRedditEmail Migraine headache is a common disorder seen in primary care. It affects 18% of women and 6.5% of men in the United States, almost half of whom are undiagnosed or undertreated (1, 2). These guidelines, developed by the American Academy of Family Physicians and the American College of Physicians–American Society of Internal Medicine, with assistance from the American Headache Society, are based on two previously published papers (3, 4). The papers, titled "Evidence-Based Guidelines for Migraine Headache in the Primary Care Setting: Pharmacological Management of Acute Attacks," by Matchar and colleagues (3), and "Evidence-Based Guidelines for Migraine Headache in the Primary Care Setting: Pharmacological Management for Prevention of Migraine," by Ramadan and coworkers (4), can be found at www.aan.com/professionals/practice/guidelines.cfm. 1 The target audience for this guideline is primary care physicians. The guideline applies to patients with acute migraine attacks, with or without aura, and patients with migraine who are candidates for preventive drug therapy. Although these guidelines are all based on the articles by Matchar and Ramadan and colleagues, the recommendations may differ because different thresholds of evidence were needed for making a positive recommendation. Table 1 compares the AAFP/ACP–ASIM guideline and the U.S. Headache Consortium Guideline.Table 1. Summary of U.S. Headache Consortium Recommendations Compared with AAFP/ACP–ASIM RecommendationsThroughout the text, asterisks indicate drugs that are currently not available in the United States.DiagnosisHeadache has many potential causes. Most headaches are caused by the primary headache disorders, which include migraine, cluster, and tension-type headaches. Secondary headaches, which are those with underlying pathologic causes, are far less common. Migraine is a chronic condition with recurrent acute attacks whose characteristics vary among patients and often among attacks within a single patient. Migraine is a syndrome with a wide variety of neurologic and non-neurologic manifestations. The International Headache Society (6) has developed diagnostic criteria for migraine with and without aura (Appendix Table 1). This classification system serves to diagnose headache syndromes, not patients. Thus, one patient could have more than one type of headache disorder. For example, it is not uncommon for migraine patients to also have episodic tension-type headaches.Management of Acute AttacksEffective long-term management of patients with migraine is challenging because of the complexity of the condition. Experts suggest several goals for successful treatment of acute attacks of migraine. These include treating attacks rapidly and consistently to avoid headache recurrence, to restore the patient's ability to function, and to minimize the use of backup and rescue medications.Clinicians need to educate people with migraine about their condition and its treatment and encourage them to participate in their own management. The physician must help the patient establish realistic expectations by discussing therapeutic options and their benefits and harms. Patient input can provide the best guide to treatment selection and helps the physician to better understand and accommodate patient treatment goals. Developing an effective acute migraine management strategy can be complex, and an engaged patient is more likely to negotiate this process successfully. Encouraging patients to identify and avoid triggers (Table 2) and to be actively involved in their own management by tracking their own progress may be especially useful.Table 2. Some Commonly Reported Triggers of Migraine HeadacheOnce a diagnosis of migraine is established, patients and their health care providers should decide together how to treat acute attacks and whether the patient is a candidate for preventive medications. A wide range of acute treatments with varying efficacies is currently in use (Appendix Table 2). A comprehensive review of the scientific literature, especially the data from randomized, controlled trials, provides a list of treatments that have demonstrated efficacy in the management of acute migraine headache. It also provides a clear understanding of the adverse events associated with various agents.The Headache Consortium's review of the evidence on antiemetics, barbiturate hypnotics, ergot alkaloids and derivatives, nonsteroidal anti-inflammatory drugs (NSAIDs), combination analgesics and nonopiate analgesics, opiate analgesics, triptans, and other agents found good evidence of the efficacy of only a few agents in the treatment of acute migraine (3).Available AgentsNSAIDsTheir demonstrated efficacy and favorable tolerability make NSAIDs a first-line treatment choice for all migraine attacks, including severe attacks that have responded to NSAIDs in the past. Among the NSAIDs, the most consistent evidence exists for aspirin (8-10), ibuprofen (11, 12), naproxen sodium (13, 14), tolfenamic acid* (8, 15), and the combination agent acetaminophen plus aspirin plus caffeine for the acute treatment of migraine (16). The evidence shows that acetaminophen alone is ineffective (17).Serotonin1B/1D Agonists (Triptans)There is good evidence for the effectiveness of the oral triptans naratriptan (18, 19), rizatriptan (20-23), sumatriptan (24-31), and zolmitriptan (32-34). In addition, there is good evidence for the effectiveness of subcutaneous (35-38) and intranasal (39-41) sumatriptan, making it an option for patients with nausea and vomiting. Adverse effects of the triptans include chest symptoms, but postmarketing data indicate that true ischemic events are rare. Triptans are contraindicated in patients with risk for heart disease, basilar or hemiplegic migraine, or uncontrolled hypertension. Subcutaneous sumatriptan is associated with a very rapid onset of action, and oral naratriptan is associated with a slower onset of action.ErgotaminesThere is good evidence for the efficacy and safety of intranasal dihydroergotamine (DHE) as monotherapy for acute migraine attacks (42-46). Placebo-controlled studies of intravenous DHE did not clearly establish its efficacy in the acute treatment of migraine (47, 48). The evidence was inconsistent to support efficacy of ergotamine or ergotamine–caffeine, and the studies documented frequent adverse events.OpioidsIt is well recognized that opiates are good analgesics, but there is good evidence only for the efficacy of butorphanol nasal spray (49, 50). Although opioids are commonly used, surprisingly few studies of opioid use in headache pain document whether overuse and the development of dependence are as frequent as clinically perceived. Until further data are available, these drugs may be better reserved for use when other medications cannot be used, when sedation effects are not a concern, or the risk for abuse has been addressed.Other AgentsFair evidence suggests that the antiemetic metoclopramide, given intravenously, may be an appropriate choice as monotherapy for acute attacks (51-53), particularly in patients with nausea and vomiting when the sedating side effect may also be useful. Isometheptene and isometheptene combinations obtained only borderline significance in relieving headache pain (17, 54, 55). Other agents used in practice, such as intravenous corticosteroids and intranasal lidocaine, are not effective.Choice of TreatmentSince patient responses to these therapies are not always predictable, individualized management is important. The choice of treatment should be based on, among other characteristics, the frequency and severity of attacks; the presence and degree of temporary disability; and the profile of associated symptoms, such as nausea and vomiting. The patient's history of, response to, and tolerance for specific medications must also be considered. Coexisting conditions (such as heart disease, pregnancy, and uncontrolled hypertension) may limit treatment choices.No studies document the effectiveness of specific treatment schedules, but experts suggest that acute therapy should be limited to no more than two times per week to guard against medication-overuse headache (or drug-induced headache). Medication-overuse headache is thought to result from frequent use of acute medication and has a pattern of increasing headache frequency, often resulting in daily headaches. In patients with suspected medication overuse or patients at risk for medication overuse, preventive migraine therapy should be considered.Although some use the term rebound headache interchangeably with the term medication-overuse headache, rebound headache is a distinct entity. Rebound headache is associated with withdrawal of analgesics or abortive migraine medication. There is no uniform agreement about which agents can cause rebound headache, although ergotamine (not DHE); opiates; triptans; and simple and mixed analgesics containing butalbital, caffeine, or isometheptene are generally thought to do so. There is less uniform opinion about other antimigraine agents.Another clinical consideration is the use of a self-administered rescue medication for patients with severe migraine attack that is not responding to (or failing) other treatments. A rescue medication is an agent such as an opioid or a butalbital-containing compound that the patient can use at home when other treatments have failed. Although rescue medications often do not completely eliminate pain and allow patients to return to normal activities, they permit the patient to achieve relief without the discomfort and expense of a visit to the physician's office or emergency department. A cooperative arrangement between provider and patient may extend to the use of rescue medication in appropriate situations.Summary of Treatment of Acute MigraineA body of evidence now points to effective first- and second-line agents for acute treatment of migraine. Beyond the choice of agent lies the choice of management strategy. Recently, interest and research in step care versus stratified care have increased. Step care refers to the initial use of safe, effective, and inexpensive medications as first-line agents in acute attacks of any severity. If the initial agent fails, a second-line, more expensive, migraine-specific medication is then used. The stratified care model initially stratifies migraine attacks by severity, advocating migraine-specific agents for moderate to severe attacks, regardless of previous response to or an unknown response to other agents. Which approach is more effective is still an open question (56).Management of Migraine with Preventive TherapyOnce patients and their health care providers decide how to treat acute attacks, use of preventive medications should be considered. Generally accepted indications for migraine prevention include 1) two or more attacks per month that produce disability lasting 3 or more days per month; 2) contraindication to, or failure of, acute treatments; 3) the use of abortive medication more than twice per week; and 4) the presence of uncommon migraine conditions, including hemiplegic migraine, migraine with prolonged aura, or migrainous infarction. Other factors to consider are adverse events with acute therapies, patient preference, and the cost of both acute and preventive therapies. (The U.S. Headache Consortium also produced a document on behavioral and other nonpharmacologic therapies for headache prevention, which can be found at www.aan.com/professionals/practice/guidelines.cfm.)A wide range of preventive treatments with varying efficacies is currently in use (Appendix Table 3). A comprehensive review of the scientific literature, especially the data from randomized, controlled trials, provides a list of treatments that have demonstrated efficacy in the prevention of migraine headache. It also provides a clear understanding of the adverse events associated with various agents. The Headache Consortium's review of the evidence on α2-agonists, anticonvulsants, antidepressants, β-blockers, calcium-channel blockers, NSAIDs, serotonergic agents (ergot derivatives, methysergide, and others), hormone therapy, feverfew, magnesium, and riboflavin found that there was good evidence of the efficacy of only a few agents in migraine prevention. A summary of these results follows.Available Agentsβ-BlockersEvidence consistently showed the efficacy of propranolol, 80 to 240 mg/d (57-63), and timolol, 20 to 30 mg/d (63-65), for the prevention of migraine. One trial comparing propranolol and amitriptyline suggested that propranolol is more efficacious in patients with migraine alone; amitriptyline was superior for patients with mixed migraine and tension-type headache (66). There is limited evidence of a moderate effect for atenolol (67, 68), metoprolol (69-71), and nadolol (72-74). β-Blockers with intrinsic sympathomimetic activity (acebutolol, alprenolol, oxprenolol, pindolol) seem to be ineffective for the prevention of migraine. Adverse effects reported most commonly with β-blockers were fatigue, depression, nausea, dizziness, and insomnia. These symptoms appear to be fairly well tolerated and seldom caused premature withdrawal from trials.AntidepressantsAmitriptyline has been more frequently studied than the other antidepressants and is the only one with consistent support for efficacy in migraine prevention (75-77). The dosages that were most efficacious in the clinical trials ranged from 30 to 150 mg/d. Drowsiness, weight gain, and anticholinergic symptoms were frequently reported with the tricyclic antidepressants studied, including amitriptyline. There is no evidence for the use of nortriptyline, protriptyline, doxepin, clomipramine, or imipramine. There is limited evidence of a modest effect for fluoxetine at dosages ranging from 20 mg every other day to 40 mg per day (78, 79). There is no evidence from controlled trials for the use of fluvoxamine, paroxetine, sertraline, phenelzine, bupropion, mirtazapine, trazodone, or venlafaxine.AnticonvulsantsFor the anticonvulsants, there is good evidence for the efficacy of divalproex sodium (80-82) and sodium valproate (83, 84). Adverse events with these therapies are not uncommon and include weight gain, hair loss, tremor, and teratogenic potential, such as neural tube defects. These agents may be especially useful in patients with prolonged or atypical migraine aura. Carbamazepine and vigabatrin* have been shown to be ineffective, and there is limited evidence for moderate efficacy of gabapentin (85).NSAIDsA meta-analysis (4) of five of seven placebo-controlled trials of naproxen or naproxen sodium showed a modest effect on headache prevention (62, 86-92). Similar trends were observed in single placebo-controlled trials of flurbiprofen, indobufen*, ketoprofen, lornoxicam*, and mefenamic acid and in two trials of tolfenamic acid*. Placebo-controlled trials of aspirin, aspirin plus dipyridamole, fenoprofen, and indomethacin were inconclusive. There is no evidence for the use of ibuprofen or nabumetone in the prevention of migraine.Side effect rates for naproxen were not significantly higher than those seen with placebo. The most commonly reported adverse events with all NSAIDs were gastrointestinal symptoms, including nausea, vomiting, gastritis, and blood in the stool. In the trials reviewed, such symptoms were reported by 3% to 45% of participants (86).Serotonergic AgentsOf these agents, time-released DHE* had the strongest support, with consistently positive findings in four placebo-controlled trials (93-96). Evidence is insufficient for the efficacy of ergotamine or ergotamine plus caffeine plus butalbital plus belladonna alkaloids or methylergonovine for migraine prevention. Limited information was reported on adverse events associated with these agents. The most commonly reported events for all the ergot alkaloids were gastrointestinal symptoms.There is strong evidence for the efficacy of methysergide (97-100), a semisynthetic ergot alkaloid. However, there are reports of retroperitoneal and retropleural fibrosis associated with long-term, mostly uninterrupted administration. The manufacturer suggests that methysergide therapy be discontinued for 3 to 4 weeks after each 6-month course of treatment. Other adverse events most commonly reported included gastrointestinal symptoms and leg symptoms (restlessness or pain).Other serotonergic agents that have been evaluated for the prevention of migraine include pizotifen*, lisuride*, oxitriptan*, iprazochrome*, and tropisetron*. Only lisuride (101-104) and pizotifen (87, 99, 105-110) have consistent evidence that supports their efficacy in the prevention of migraine. Published data on adverse events associated with lisuride are limited, and pizotifen is often associated with weight gain and drowsiness.Calcium-Channel BlockersThe evidence for nifedipine, nimodipine, cyclandelate*, and verapamil is poor quality and difficult to interpret, suggesting only a modest effect (see reference 4 for study references). There is no evidence for the use of diltiazem in the prevention of migraine. Symptoms reported with these agents included dizziness, edema, flushing, and constipation.Flunarizine*, 10 mg/d, has proven efficacy in the prevention of migraine and is commonly used in countries where it is available (111-115). Adverse events reported with flunarizine include sedation, weight gain, and abdominal pain. Depression and extrapyramidal symptoms can be observed, particularly in elderly persons.α2-AgonistsThere is good evidence for the lack of efficacy of the α2-agonist clonidine in the prevention of migraine (116-120). Limited evidence shows moderate efficacy of guanfacine (121).Hormone Therapy, Feverfew, Magnesium, and RiboflavinThere is fair evidence for modest efficacy of these agents in certain circumstances, but more trials need to be done. Most of the existing trials had small sample sizes, had self-referred or special patient samples, or had other methodologic flaws (see reference 4 for more details and references).Summary of Preventive TherapyTo alleviate the suffering of many patients with migraine, clinicians need to be aware of the commonly accepted indications for preventive therapy and initiate effective therapy in those patients. Although many agents are available for the preventive treatment of migraine, only a few have proven efficacy. Once an agent has been chosen, clinicians should initiate therapy with a low dose and titrate the dose slowly up until clinical benefits are achieved in the absence of adverse events or until limited by adverse events. Because a clinical benefit may take as long as 2 to 3 months to manifest, each treatment should be given an adequate trial. Once preventive treatment is under way, interfering medications, such as overused acute medications such as ergotamine, should be avoided. After a period of stability, clinicians should consider tapering or discontinuing treatment. Patient and clinician need to engage in an ongoing dialogue in which patient expectations and goals for therapy are taken into account when agents are chosen, titrated, or discontinued.RecommendationsRecommendation 1: For most migraine sufferers, nonsteroidal anti-inflammatory drugs (NSAIDs) are first-line therapy.To date, the most consistent evidence exists for aspirin, ibuprofen, naproxen sodium, tolfenamic acid*, and the combination agent acetaminophen plus aspirin plus caffeine. There is no evidence for the use of acetaminophen alone.Recommendation 2: In patients whose migraine attack has not responded to NSAIDs, use migraine-specific agents (triptans, DHE).There is good evidence for the following triptans: oral naratriptan, rizatriptan, and zolmitriptan; oral and subcutaneous sumatriptan; and DHE nasal spray. Few data in the literature demonstrate which triptans are more effective. Oral opiate combinations and butorphanol may be considered in acute migraine when sedation side effects are not a concern and the risk for abuse has been addressed.Recommendation 3: Select a nonoral route of administration for patients whose migraines present early with nausea or vomiting as a significant component of the symptom complex. Treat nausea and vomiting with an antiemetic.Evidence is limited, but in some patients, concomitant treatment with an antiemetic and an oral migraine medication may be appropriate. Antiemetics should not be restricted to patients who are vomiting or likely to vomit. Nausea itself is one of the most aversive and disabling symptoms of a migraine attack and should be treated appropriately.Recommendation 4: Migraine sufferers should be evaluated for use of preventive therapy.Generally accepted indications for migraine prevention include 1) two or more attacks per month that produce disability lasting 3 or more days per month; 2) contraindication to, or failure of, acute treatments; 3) use of abortive medication more than twice per week; or 4) the presence of uncommon migraine conditions, including hemiplegic migraine, migraine with prolonged aura, or migrainous infarction.Recommendation 5: Recommended first-line agents for the prevention of migraine headache are propranolol (80 to 240 mg/d), timolol (20 to 30 mg/d), amitriptyline (30 to 150 mg/d), divalproex sodium (500 to 1500 mg/d), and sodium valproate (800 to 1500 mg/d).Medications with proven efficacy but limited published data on adverse events or frequent or severe adverse events include flunarizine*, lisuride*, pizotifen*, time-released and migraine sufferers about the of acute attacks and preventive therapy and engage them in the of a management should be on a is strong about the need for people with migraine. The physician must help the patient establish realistic expectations by discussing therapeutic options and their benefits and such as medication-overuse headache. Encouraging patients to be actively involved in their own management by tracking their own progress daily for example, may be especially useful. should attack frequency, severity, and resulting disability; response to type of and adverse effects of medication. Patient input can provide the best guide to treatment Table 1. International Headache Society Table 2. Summary of the Evidence for Acute Table Summary of the Evidence for Preventive M. and of migraine in the United data from the American Migraine Migraine diagnosis and results from the American Migraine Matchar guidelines for migraine headache in the primary care management of acute at www.aan.com/professionals/practice/guidelines.cfm. Ramadan guidelines for migraine headache in the primary care management for prevention of migraine. at www.aan.com/professionals/practice/guidelines.cfm. Matchar guidelines for migraine of and at www.aan.com/professionals/practice/guidelines.cfm. and diagnostic criteria for headache disorders, and pain. Headache of the International Headache and diagnosis of Headache in Clinical Medical acid is as effective as ergotamine migraine of an acetaminophen mg combination versus aspirin mg and in acute migraine and aspirin versus aspirin or for migraine a Treatment of acute migraine ibuprofen and A study of ibuprofen versus in the treatment of acute migraine a migraine naproxen sodium ergotamine plus caffeine. M. sodium in the treatment of migraine. metoclopramide, caffeine and their combinations in the treatment of migraine and safety of aspirin, and caffeine in migraine headache randomized, placebo-controlled Treatment of migraine with and a trial. is effective and well tolerated in the acute treatment of migraine. of a is effective and well tolerated in the acute treatment of migraine. of a The study of in migraine. sumatriptan in the acute treatment of migraine. A study of rizatriptan in the acute treatment of migraine.
- Research Article
2
- 10.5339/jemtac.2016.10
- Nov 14, 2016
- Journal of Emergency Medicine, Trauma and Acute Care
Introduction: Migraines are one of the commonest presenting complaints to emergency departments (ED), and may result in prolonged length of stay with symptoms being severe and refractory to typical remedies, such as paracetamol, non-steroidal anti-inflammatory drugs and triptans. The objective of this study was to describe and compare patient demographics, presentation, management and outcomes to hospital discharge between first presenters and patients with a history of migraines in two metropolitan emergency departments in Melbourne, Australia. Given that the assessment and management of patients who have had a prior history of migraines is likely to be substantially different, patients were subgrouped by this exposure variable. Methods: A total of 365 patients were identified retrospectively during the study period of March 2013 – September 2014 that met the inclusion criteria of a headache with no organic cause and/or symptoms consistent with visual or abdominal migraines. Presenting pain scores, assessment, management and disposition were extracted using explicit chart review. Results: The mean age of patients included was 37.8 years and 23.3% were males. Significantly more first presenters were investigated with a CT scan of the brain (34.4% as compared to 22.9% of patients with a prior history of migraine). Initial management included administration of paracetamol in 178 (48.8%) cases, NSAIDs (mostly ibuprofen and aspirin) in 187 (51.2%) and parenteral dopamine antagonists (e.g. metoclopramide, prochlorperazine and chlorpromazine) in 191 (52.3%) cases. Migraine-specific agents such as triptans were prescribed in 46 (12.6%) and ergots in two (0.5%) cases. Opioids such as morphine or oxycodone were administered in 94 (25.8%) cases. There was no statistical difference in the management of patients with a history of migraines as compared to first presenters, with the exception of the use of intravenous fluids and parenteral dopamine antagonists. The median length of stay in the ED was 4 (inter-quartile range 2–7) hours, with 163 (44.7%) patients admitted to the short-stay unit. A pain score of ≥ 5 was recorded at discharge in 31 (8.5%) patients. Disposition was similar across both groups of patients. Conclusions: Although first presenters seem to be more thoroughly investigated, the acute management of migraine did not differ largely between patients who had a history of migraine compared with first presenters. The management of acute migraine in the ED setting has varied efficacy, suggesting that further research into newer therapeutic options is needed.
- Research Article
18
- 10.9778/cmajo.20150050
- Apr 28, 2016
- CMAJ Open
The proportion of Canadians living with Alzheimer disease and related dementias is projected to rise, with an increased burden on the primary health care system in particular. Our objective was to describe the prevalence and management of dementia in a community-dwelling sample using electronic medical record (EMR) data from the Canadian Primary Care Sentinel Surveillance Network (CPCSSN), which consists of validated, national, point-of-care data from primary care practices. We used CPCSSN data as of Dec. 31, 2012, for patients 65 years and older with at least 1 clinical encounter in the previous 2 years. A validated case definition for dementia was used to calculate the national and provincial prevalence rates, to examine variations in prevalence according to age, sex, body mass index, rural or urban residence, and select comorbid conditions, and to describe patterns in the pharmacologic management of dementia over time at the provincial level. The age-standardized prevalence of dementia among community-dwelling patients 65 years and older was 7.3%. Prevalence estimates increased with age; they also varied between provinces, and upward trends were observed. Dementia was found to be associated with comorbid diabetes, depression, epilepsy and parkinsonism. Most of the patients with dementia did not have a prescription for a dementia-related medication recorded in their EMR between 2008 and 2012 inclusive. Those who had a prescription were most often prescribed donepezil by their primary care provider. Overall prevalence estimates for dementia based on EMR data in this sample managed in primary care were generally in line with previous estimates based on administrative data, survey results or clinical sources.
- Research Article
26
- 10.1016/j.annemergmed.2016.06.023
- Aug 7, 2016
- Annals of Emergency Medicine
Managing Migraine
- Research Article
- 10.2337/db19-1672-p
- Jun 1, 2019
- Diabetes
Electronic Medical Record (EMR) data are an efficient method for constructing large type 1 diabetes (T1D) cohorts but are limited by availability of accurate diagnosis codes. We sought to derive an algorithm for identifying T1D using Electronic Medical Records - Primary Care (EMRPC) also known as EMRALD, a database including records from >300,000 primary care patients in Ontario, Canada. A 25% random sample of adults with diabetes and at least 1 year of records in EMRPC prior to September 30, 2015 formed the reference cohort. Charts of potential T1D cases (those on insulin±metformin) were abstracted; all others were classified as non-T1D. Algorithms were derived using variables from free-text searches (diagnosis terms in the Cumulative Patient Profile (CPP)) and standardized fields (medications, age, BMI) using 1)a priori combinations of variables; 2)classification and regression tree analysis (CART). Algorithms were evaluated for sensitivity, specificity, positive and negative predictive values (PPV and NPV) with adjustment for optimism for CART. Of 21,547 eligible patients with diabetes, the reference cohort was 5407: 4968 non-abstracted non-T1D, 240 abstracted non-T1D and 199 T1D. The prevalence of T1D was 3.7%. The optimal algorithm using a priori variable combinations was T1D diagnosis in the CPP + rapid-acting insulin (sensitivity 69.3% (95% CI 62.4-75.7%), specificity 99.8% (99.6-99.9), PPV 92.6% (87.2-96.3), NPV 98.8% (98.5-99.1)). CART partitioned on T1D diagnosis in the CPP, any insulin, and non-metformin oral hypoglycemic medications and improved performance with optimism-adjusted sensitivity of 77% (72.0-83.9), specificity 99.8% (99.8-100.0), PPV 96.8% (94.6-99.6), and NPV 99.1% (98.9-99.4). Simple algorithms using EMR variables yielded good diagnostic performance for identification of T1D and CART further improved performance. Pending additional validation these algorithms can be applied to study large T1D cohorts in EMR databases. Disclosure A. Weisman: None. J. Young: None. M. Kumar: None. P. Austin: None. K. Tu: None. L. Jaakkimainen: None. L. Lipscombe: None. G. Booth: None. Funding Diabetes Action Canada
- Research Article
10
- 10.1136/bmjhci-2020-100161
- Aug 1, 2020
- BMJ Health & Care Informatics
ObjectiveTo describe the process for linking electronic medical record (EMR) and administrative data in Alberta and examine the advantages and limitations of utilising linked data for hypertension surveillance.MethodsDe-identified EMR data...
- Research Article
10
- 10.1186/s13643-017-0431-9
- Feb 23, 2017
- Systematic Reviews
BackgroundPrimary care electronic medical record (EMR) data are being used for research, surveillance, and clinical monitoring. To broaden the reach and usability of EMR data, case definitions must be specified to identify and characterize important chronic conditions. The purpose of this study is to identify all case definitions for a set of chronic conditions that have been tested and validated in primary care EMR and EMR-linked data. This work will provide a reference list of case definitions, together with their performance metrics, and will identify gaps where new case definitions are needed.MethodsWe will consider a set of 40 chronic conditions, previously identified as potentially important for surveillance in a review of multimorbidity measures. We will perform a systematic search of the published literature to identify studies that describe case definitions for clinical conditions in EMR data and report the performance of these definitions. We will stratify our search by studies that use EMR data alone and those that use EMR-linked data. We will compare the performance of different definitions for the same conditions and explore the influence of data source, jurisdiction, and patient population.DiscussionEMR data from primary care providers can be compiled and used for benefit by the healthcare system. Not only does this work have the potential to further develop disease surveillance and health knowledge, EMR surveillance systems can provide rapid feedback to participating physicians regarding their patients. Existing case definitions will serve as a starting point for the development and validation of new case definitions and will enable better surveillance, research, and practice feedback based on detailed clinical EMR data.Systematic review registrationPROSPERO CRD42016040020
- Research Article
2
- 10.1007/s11739-021-02698-9
- Mar 12, 2021
- Internal and emergency medicine
To assess the characteristics of the management of patients with migraine who present to the emergency department (ED) with a migraine attack. Retrospective, observational study analyzing demographic, clinical, diagnostic and therapeutic characteristics of patients with migraine diagnosis presenting to ED for a migraine attack between 2016 and 2019. We reviewed the clinical records of 847 cases. 82.2% were women with mean age of 34.9years. 87.2% had episodic migraine and 12.2% chronic migraine. 62.3% (528/847) had taken analgesics before visiting the ED [non-steroidal-anti-inflammatory drugs (NSAIDs) (300/528; 56.9%) and triptans (261/528; 49.5%)]. 25.4% (215/847) received blood testing and 6.4% (55/847) received cranial CT. Medication was administered in 77.2% cases (654/847). The median time-to-treatment was 70min (IQR 42-120). NSAIDs (81%, 530/654), antiemetics (43.1%, 282/654) and metamizole (39% 255/654) were the most used. Triptans were administered in 7 cases (1.1%) and opioids in 84 (12.8%). At discharge, preventive treatment was prescribed or modified in 8.2% of cases (69/839) and triptans were prescribed in 129 cases (15.3%). 70.5% (592/839) were instructed to follow-up with their primary care provider (PCP), 21.5% (181/839) with a general neurologist and 7.9% (66/839) with a headache specialist. The majority of migraine patients were not receiving the recommended acute migraine-specific medication, both in the outpatient and in the ED setting, being especially remarkable the rare use of triptans in the ED. Furthermore, we found an elevated use of urgent complementary tests, mainly blood tests.
- Abstract
- 10.1093/ofid/ofac492.1270
- Dec 15, 2022
- Open Forum Infectious Diseases
BackgroundThe majority of tuberculosis (TB) diagnosed in the US is reactivation TB in non-US-born (nUSb) persons. Guidelines recommend screening persons born in high TB burden countries for latent TB infection (LTBI) and treating if positive. We evaluated the LTBI cascade in primary care among nUSb persons in a large academic medical system in Washington State.MethodsWe used electronic medical record (EMR) data to evaluate the LTBI screening cascade. nUSb individuals were identified using the primary language recorded in the EMR. Place of birth is not routinely collected in the EMR. All persons with a non-English primary language who entered care and attended one or more primary care visits in UW clinics between April 2016- April2021 were identified and considered eligible for LTBI screening. Persons with a documented IGRA or tuberculin skin test were considered screened for LTBI. Prescription records were reviewed to determine LTBI treatment.Results5148 persons with non-English primary language attended primary care visits 2016-2021 and considered eligible for LTBI screening. Eligible persons were 58.5% female, median age 41 (IQR 30-58). Primary WHO regions of origin were Asia (37%), the Americas (36%), and Africa (19%), with a minority from North Africa, Middle East, and Europe. 1012 (20%) had a documented history of LTBI testing (Quantiferon-GOLD (N=949) or tuberculin skin testing (N=63)). Among 296 (29%) persons with a positive test for LTBI, 140 (47%) were treated for LTBI. The highest proportion of persons tested for LTBI were patients attending the HIV clinic (120, 66%) and the International/Refugee clinic (227, 81%). The majority of eligible patients were seen outside these clinics (N=4687) in whom the percent of persons tested ranged from 3-18% (14% overall).LTBI cascade among non-US-born primary care patientsIGRA: interferon-gamma release assay; TST: tuberculin skin test.ConclusionAlthough this subset underestimates the number of non-US-born individuals (since many non-US-born individuals use English as their primary language) eligible for screening, it nonetheless highlights the significant gap between actual and guideline-recommended screening in primary care, as well as further drop-off on the cascade from positive LTBI test to LTBI treatment. EMR platforms could be leveraged to prompt LTBI screening and treatment initiations in primary care to help achieve TB elimination goals in the US.DisclosuresAdrienne E. Shapiro, MD, PhD, Vir Biotechnology: Support as a trial site paid to my institution and non-financial support for medical writing GlaxoSmithKline third party funding to Vir support H. Nina Kim, MD, MSc, Gilead Sciences: Grant/Research Support.
- Research Article
2
- 10.9778/cmajo.20190145
- Apr 1, 2020
- CMAJ open
To date, there has been no validated method to identify cases of pelvic floor disorders in primary care electronic medical record (EMR) data. We aimed to develop and validate symptom-based case definitions for urinary incontinence, fecal incontinence and pelvic organ prolapse in women, for use in primary care epidemiologic or clinical research. Our retrospective study used EMR data from the Southern Alberta Primary Care Research Network (SAPCReN) and the Canadian Primary Care Sentinel Surveillance Network (CPCSSN) in southern Alberta. Trained researchers remotely reviewed a random sample of EMR charts of women aged 18 years or older from 6 rural and urban clinics to validate case definitions for urinary incontinence, fecal incontinence and pelvic organ prolapse. We calculated sensitivity, specificity, positive predictive value (PPV) and negative predictive value (NPV), and estimated SAPCReN prevalence as appropriate. Charts of 900 women were included. Sensitivity was 81.9% (95% confidence interval [CI] 75.1-87.2) for urinary incontinence, 61.2% (95% CI 46.2-74.5) for fecal incontinence, and 51.8% (95% CI 40.6-62.8) for pelvic organ prolapse. Corresponding specificity values were 71.9% (95% CI 68.4-75.1), 99.2% (95% CI 98.2-99.6) and 98.8% (95% CI 97.7-99.4), PPVs 40.6% (95% CI 35.4-46.0), 81.1% (95% CI 64.3-91.4) and 81.1% (95% CI 67.6-90.1), and NPVs 94.4% (95% CI 92.1-96.1), 97.8% (95% CI 96.5-98.6) and 95.3% (95% CI 93.6-96.6). The SAPCReN-observed prevalence for urinary incontinence was 29.7% (95% CI 29.3-30.0), but the adjusted prevalence was 2.97%. The case definition for urinary incontinence met our standard for validity (sensitivity and specificity > 70%), and the case definitions for fecal incontinence and pelvic organ prolapse had PPVs greater than 80%. The urinary incontinence definition may be used in epidemiologic research, and those for fecal incontinence and pelvic organ prolapse may be used in quality-improvement studies or creation of disease registries. Our symptom-based case definitions could also be adapted for research in other EMR settings.
- Abstract
- 10.1016/j.cjca.2017.07.163
- Sep 21, 2017
- Canadian Journal of Cardiology
DEVELOPING A CASE DEFINITION FOR CONGESTIVE HEART FAILURE USING PRIMARY CARE EMR DATA
- Research Article
17
- 10.1161/circoutcomes.120.007641
- Jun 1, 2021
- Circulation. Cardiovascular quality and outcomes
Implementation of a Machine-Learning Algorithm in the Electronic Health Record for Targeted Screening for Familial Hypercholesterolemia: A Quality Improvement Study.
- Research Article
- 10.5334/ijic.nacic24033
- Aug 19, 2025
- International Journal of Integrated Care
Background: Frailty is a state of increased vulnerability from physical, social, and cognitive factors resulting in greater risk of negative health outcomes. There is potential for better frailty assessment in primary care by using electronic medical record (EMR) data. Aim. To adapt the validated UK 36-item electronic frailty index (eFI) to a Canadian context. Methods. The eFI calculates frailty scores using EMR data. Clinical terminology mapping was required to translate the clinical codes that reflect frailty in the UK eFI to Canadian primary care terminologies (ICD, LOINC, ATC). Manual and automatic mapping was used to develop a superset of codes. We used data from the BC Canadian Primary Care Sentinel Surveillance Network to develop a list of free text terms by searching free text fields related to diagnoses and reasons for patient visits within a sample of patients (65 years) EMRs from July 207 to June 2022. Results: A total of 3768 terms were identified for the frailty factors (302 codes and 747 free text terms). 69% of the factors were captured mostly by codes; 20% mostly by free text; and % were captured approximately equally. Conclusion & Implications: It is difficult to capture frailty using only standardized terminologies used in Canada. A combination of standardized codes and free text better captures the complexity of frailty. This study allows for the development of a frailty screening algorithm and subsequently a frailty screening tool that can be implemented in primary care frailty screening, resulting in improved patient and system level outcomes.Funding sources: Canadian Institutes of Health Research, Canadian Nurses Foundation.
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