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Record W2945890062 · doi:10.1111/ijpp.12545

The evolution of pharmacy practice research – Part II: Time to join the rest of the world†

2019· editorial· en· W2945890062 on OpenAlexaff
Christine Bond, Ross T. Tsuyuki

Bibliographic record

VenueInternational Journal of Pharmacy Practice · 2019
Typeeditorial
Languageen
FieldMedicine
TopicPharmaceutical Practices and Patient Outcomes
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsMedicineJoin (topology)Rest (music)PharmacyFamily medicineMedical educationInternal medicine

Abstract

fetched live from OpenAlex

Pharmacy is a science-based degree, pharmacists are the scientists in the High Street, and pharmacists are the experts in medicines. These phrases are ones with which, as pharmacists, we are all familiar and of which we should be proud. Pharmacists are involved in the development of new medicines, making existing medicines better, and making sure that the medicines we have are used well. This continuum of the input of pharmacists into the development and use of medicines, the mainstay of maintaining health in today’s 21st century, is well documented in the Royal Pharmaceutical Society of Great Britain’s 2014 publication ‘New medicines, better medicines, better use of medicines’[1] and Canada’s Blueprint for Pharmacy.[2] However unless we continue to use our scientific knowledge to underpin all these three tenets of health care, then our central role will diminish in the future. One of the important things that the above documents did was to include what we often refer to ‘pharmacy practice research’ as part of the continuum of science that underpins our practice. But in fact, the pharmacy practice research components could also have been referred to using more universally recognised terms such as clinical sciences, or applied health sciences or health services research. So why have we given ourselves the label of pharmacy practice research? What does it mean and what are the implications? By definition, pharmacy practice is what pharmacists do, and therefore, pharmacy practice research should be about what all pharmacists do, not just those working at the patient facing end of the continuum described above. So the name is wrong. What are the implications? The implications are that we have given ourselves a label which means nothing to anyone other than pharmacists, and not even all pharmacists understand the term. We have had many a discussion with pharmacy colleagues working at the more basic end of the research working at the basic science end of the research continuum as to whether what we do is science or not; there is always an implication that it has second-class status as an academic discipline and indeed more fundamentally that it lacks the intellectual challenge. Pharmacy practice research is not a recognised term, in contrast tofor example health psychology, health economics, anthropology, statistics, sociology or linguistics to draw upon just a few of the many disciplines which we embrace when we are undertaking pharmacy practice research. Umbrella terms which could also be used and which are generally recognised and referred to above would be applied health sciences or health services research. Given we have adopted non-standard terminology, it is hard sometimes for our research to be accepted as part of the body of work of one of those established research disciplines. Do we want our research to only be meaningful to pharmacists? Surely, we strive to influence the healthcare system on a wider basis. One could argue that the term ‘pharmacy practice research’ is too inward looking, and as such, to those outside pharmacy, it seems irrelevant to the bigger picture of the healthcare system. It also means that much of what we do has been focused on demonstrating the role of pharmacists rather than taking a theoretically based approach to understanding what is happening and using recognised state-of-the-art techniques to develop the profession in the interests of better health care for all. Hence, in a previous editorial,[3,4] we questioned the value of the proliferation of multiple small studies which did not generate new knowledge, often surveys justifying the role of the pharmacist. We suggested it was time to reflect on what we know already and implement the good using a theoretical informed implementation science approach, or to take stock of the gap in evidence and design a research strategy to take the profession forward again. In 1994, Nick Mays[5] published a critical personal review of health services research in pharmacy. This groundbreaking piece of work identified many of the same issues we have outlined above. He also concluded that the term pharmacy practice research was unhelpful, yet a quarter of a century on little has changed. Although there is a slowly increasing pipeline of complex larger studies, this is not the norm. Three years after his earlier paper, Nick Mays chaired and reported on the findings of the UK Pharmacy Practice R and D Task Force[6], which came to similar conclusions TO his earlier personal reflection. A strategy to address the continued shortcomings included a recommendation that all pharmacists should be research aware, 10% should be research active, and 1% should be research leaders. As a mechanism to promote this, he made detailed recommendations for academic career pathways in the UK. However, these recommendations have not come to fruition in the UK or in Canada. In the UK, there are just under 50 000 registered pharmacists, so 1 per cent of 50 000 would be 500. There are clearly not 500 pharmacy research leaders in the UK or in Canada. The UK Royal Pharmaceutical Society Faculty assessment considers the level at which pharmacists are operating within six clusters: expert professional practice; collaborative working relationships; leadership; management; education, training and development; and research and evaluation. The highest level, which can be awarded, is mastery. It is somewhat disheartening to see that those who have achieved mastery in the first four, struggle to even achieve the lowest level in research and evaluation, and the same is true to a slightly lesser extent for education, training and development. We have a challenge to encourage more of the most able of our profession to contribute to our scientific base; however to facilitate this we also need to lobby for more posts and a more supportive infrastructure. To come back to where we started, and as Nicholas Mays recommended, we should start referring to pharmacy practice research as health services research in pharmacy, or alternatively applied health sciences in pharmacy. Pharmacy is the context, not the methodology. This term will be understood by other researchers, yet retain the pharmacy link when needed. Please do let us know what you think and join this debate.

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)0.032
metaresearch head score (Gemma)0.085
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Editorial · Consensus signal: Editorial
Teacher disagreement score0.032
Threshold uncertainty score0.168

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0320.085
Meta-epidemiology (narrow)0.0050.002
Meta-epidemiology (broad)0.0080.004
Bibliometrics0.0080.005
Science and technology studies0.0060.007
Scholarly communication0.0230.011
Open science0.0060.004
Research integrity0.0320.039
Insufficient payload (model declined to judge)0.0110.008

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 head0.141
GPT teacher head0.532
Teacher spread0.390 · 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 designNot applicable
Domainnot available
GenreEditorial

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".

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Citations8
Published2019
Admission routes1
Has abstractno

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