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Record W2082832255 · doi:10.1177/1715163514528869

Prevalence of medication management by community pharmacists in patients of a Newfoundland family medicine clinic

2014· article· en· W2082832255 on OpenAlexaffvenueabout
Carla Dillon, John J. Mahoney, Terri Genge, Amy E. Conway, Katherine Stringer

Bibliographic record

VenueCanadian Pharmacists Journal / Revue des Pharmaciens du Canada · 2014
Typearticle
Languageen
FieldMedicine
TopicPharmaceutical Practices and Patient Outcomes
Canadian institutionsMemorial University of Newfoundland
Fundersnot available
KeywordsFamily medicineMedicineAlternative medicine

Abstract

fetched live from OpenAlex

Although the degree to which pharmacists may renew or adapt prescriptions varies widely by province, the overarching trend of expanded services is clearly growing.1-3 With the addition of reimbursement programs in some provinces1 and the introduction of prescriptive authority in others,2,4 there is clear growth in pharmacists’ scope of practice. As a result, pharmacists have more responsibility for and input into patient care. Medication management is an umbrella term that encompasses a variety of professional activities undertaken by a registered pharmacist to optimize safe and effective drug therapy outcomes for patients.5,6 Currently in Newfoundland and Labrador (NL), medication management includes providing an interim supply of medications, extending a prescription and adapting a prescription.6 The majority of Canadian pharmacists have the authority to provide these services; however, there are differences between provinces in what is permitted and how this authority is attained.7 In NL, both providing an interim supply and extending a prescription entail dispensing additional medication for a previously prescribed chronic therapy. When an interim supply is provided, the original prescription may have been filled at another pharmacy. An interim supply allows for a small quantity to be given that is usually less than one refill, to bridge the time needed for the patient to see his or her prescriber or to return to his or her usual pharmacy. When a prescription is extended, an additional refill of a 90-day supply or less is given for a medication previously filled at that pharmacy. Adapting a prescription includes changing the dosage form, regimen or quantity, filling in missing information and making a nonformulary generic substitution. These medication management services cannot be applied to a narcotic, controlled drug or targeted substance, including benzodiazepines.6 In 2010, changes to the NL Pharmacy Regulations permitted the use of medication management under the procedure outlined in the NL Pharmacy Board (NLPB) Standards of Pharmacy Practice.6,8 To provide this service, NL pharmacists must provide NLPB with a signed declaration indicating they have thoroughly read and understand the medication management standard of practice. As part of the fundamental requirements for performing medication management, NLPB states that in most instances the original prescriber or the patient’s primary health provider must be notified, preferably via faxing a standard form.6 In June 2012, the NL Prescription Drug Program (NLPDP) agreed to pay pharmacists for medication management services provided to NLPDP beneficiaries.9 The Ross Family Medicine Centre (RFMC) is an academic clinic in St. John’s, NL. Prescribers in this clinic include 5 family physicians, 1 nurse practitioner and family medicine residents. Although the RFMC provides care to patients of all ages, this clinic specializes in geriatric care. Medication management documentation received by the RFMC is scanned into patients’ electronic medical records. On January 28, 2013, the RFMC implemented a policy of referring patients to their community pharmacist for an interim supply or prescription extension if they ran out of medications prior to being able to see their prescriber. The change in policy was driven by the belief that this service would help to more effectively use prescribers’ time by reducing time addressing calls or faxes for medication refills, while maintaining continuity of treatment for patients. Currently, there are limited Canadian data on the use of interim supply and extending and/or adapting a prescription, and there is no information on these practices in NL. In the first year (2009) that this scope was in effect in British Columbia (BC), only 0.17% of prescriptions were renewed or adapted. Of those, 80% were prescription renewals.10 In contrast, when medication management labour costs among 10 BC pharmacists who were known high users of medication management were studied, adaptation or renewal was applied to 8.2% prescriptions over a 40-hour work period. Of those, only 47% involved renewing a prescription.11 Given the potential for optimization of patient care, a better understanding of the local prevalence of medication management use, including the frequency of specific medication management services, may lead to improvements in the process for pharmacists, prescribers and patients. The objectives of this study were to determine the prevalence of medication management use by NL community pharmacists in patients of the RFMC and to determine the frequency of the subcategories of medication management in this same population.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.292
Threshold uncertainty score0.587

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0020.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0060.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.094
GPT teacher head0.362
Teacher spread0.268 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2014
Admission routes3
Has abstractyes

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