Evidence map›Paper›PMID 41866637›Full record

ArticlePharmacology research & perspectives2026

Development and Validation of Pharmacology Concept Inventory for Concept-Based Learning: Leveraging Theory, Expert Insights, and Student Perspectives.

Adeladlew K Netere, Tony Hughes, Anna-Marie Babey, Clare Guilding, Carolina Restini, Martin Hawes, John P Kelly, Elvan Djouma, Jennifer Koenig, Jacqueline E McLaughlin and 19 more

Abstract readValidation Study
In one paragraph

Article in Pharmacology research & perspectives, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

29 authors.

Adeladlew K NetereFaculty of Pharmacy and Pharmaceutical Sciences, Monash University, Parkville, Victoria, Australia.ORCID https://orcid.org/0000-0003-0519-509X
Tony HughesFaculty of Pharmacy and Pharmaceutical Sciences, Monash University, Parkville, Victoria, Australia.
Anna-Marie BabeySchool of Science & Technology, University of New England, Armidale, New South Wales, Australia.ORCID https://orcid.org/0000-0003-3454-5204
Clare GuildingFaculty of Medical Science, School of Medicine, Newcastle University, Newcastle upon Tyne, UK.ORCID https://orcid.org/0000-0003-2823-1575
Carolina RestiniDepartment of Pharmacology and Toxicology, Michigan State University, East Lansing, Michigan, USA.ORCID https://orcid.org/0000-0001-5158-485X
Martin HawesDepartment of Veterinary Clinical Sciences, School of Veterinary Medicine, University of Surrey, Guildford, UK.ORCID https://orcid.org/0000-0003-4748-5482
John P KellyDiscipline of Pharmacology and Therapeutics, School of Pharmacy and Medical Sciences, University of Galway, Galway, Ireland.
Elvan DjoumaDepartment of Microbiology, Anatomy, Physiology and Pharmacology, School of Agriculture, Biomedicine and Environment, La Trobe University, Melbourne, Victoria, Australia.ORCID https://orcid.org/0000-0002-7414-6278
Jennifer KoenigSchool of Medicine, University of Nottingham, Nottingham, UK.ORCID https://orcid.org/0000-0002-2137-834X
Jacqueline E McLaughlinDivision of Practice Advancement and Clinical Education, UNC Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, North Carolina, USA.ORCID https://orcid.org/0000-0002-9161-8441
Olusola OlafuyiDivision of Physiology, Pharmacology and Neuroscience, School of Life Sciences, University of Nottingham, Nottingham, UK.ORCID https://orcid.org/0000-0002-0501-7413
Lynette B FernandesSchool of Biomedical Sciences, The University of Western Australia, Perth, Western Australia, Australia.ORCID https://orcid.org/0000-0003-3768-1340
Janet MifsudDepartment of Clinical Pharmacology and Therapeutics, University of Malta, Msida, Malta.ORCID https://orcid.org/0000-0002-7047-6827
Graeme J SillsSchool of Cardiovascular & Metabolic Health, University of Glasgow, Glasgow, UK.
Anneke H van HouwelingenDepartment of Pharmaceutical Sciences, Faculty of Science, Utrecht University, Utrecht, the Netherlands.ORCID https://orcid.org/0000-0002-6559-4861
Steven J TuckerSchool of Medicine, Medical Science and Nutrition, University of Aberdeen, Aberdeen, UK.ORCID https://orcid.org/0000-0003-4854-8879
Willmann LiangDepartment of Pharmacology and Pharmacy, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, Hong Kong.
Patrik AronssonDepartment of Pharmacology, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden.ORCID https://orcid.org/0000-0001-9970-817X
Farhan Ahmad KhanDepartment of Pharmacology, Jawaharlal Nehru Medical College, Aligarh Muslim University, Aligarh, India.ORCID https://orcid.org/0000-0002-0571-6943
Tina HintonFaculty of Medicine and Health, Sydney Pharmacy School, The University of Sydney, Sydney, New South Wales, Australia.ORCID https://orcid.org/0000-0002-4173-3812
Mark HernandezDepartment of Medical Education, Quillen College of Medicine, East Tennessee State University, Johnson City, Tennessee, USA.
Lindsay CormierDepartment of Pharmacology and Nutritional Sciences, College of Medicine, University of Kentucky, Lexington, Kentucky, USA.
Roisin Kelly-LaubscherDepartment of Pharmacology and Therapeutics, School of Medicine, College of Medicine and Health, University College Cork, Cork, Ireland.
Fabiana A Caetano CrowleyDepartment of Physiology & Pharmacology, Schulich School of Medicine & Dentistry, Western University, London, Ontario, Canada.ORCID https://orcid.org/0009-0001-9468-3361
Marina Junqueira SantiagoMacquarie Medical School, Macquarie University, Sydney, New South Wales, Australia.ORCID https://orcid.org/0000-0001-9388-8309
Margaret CunninghamStrathclyde Institute of Pharmacy and Biomedical Sciences (SIPBS), University of Strathclyde, Glasgow, UK.ORCID https://orcid.org/0000-0001-6454-8671
Jennelle Durnett RichardsonDepartment of Biochemistry, Molecular Biology, and Pharmacology, Indiana University School of Medicine, Indianapolis, Indiana, USA.ORCID https://orcid.org/0009-0004-1617-3886
Kelly KarpaDepartment of Medical Education, East Tennessee State University, Quillen College of Medicine, Johnson City, Tennessee, USA.
Paul J WhiteFaculty of Pharmacy and Pharmaceutical Sciences, Monash University, Parkville, Victoria, Australia.ORCID https://orcid.org/0000-0002-7524-1808

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Misconceptions in pharmacology can undermine learning and compromise both clinical and scientific reasoning, yet few validated tools exist to identify them. Consequently, we developed and validated the Pharmacology Concept Inventory (PCI), which can be used to identify misconceptions, assess learning gains, and evaluate teaching effectiveness. This PCI was designed based on the IUPHAR-Education Section (IUPHAR-Ed) Core Concepts of Pharmacology Project, addressing eight core concepts: drug efficacy, drug-target interaction, steady-state concentration, structure-activity relationship, drug tolerance, drug bioavailability, volume of distribution, and drug clearance. A triangulated design strategy integrated theoretical frameworks, expert review, and student perspectives. Experts examined quality, content validity, and cognitive alignment. The pilot PCI was then administered to a student cohort to evaluate its psychometric properties, providing preliminary evidence for further refinement. Item-level content validity indices ranged from 0.67 to 1.00, with a scale-level average of 0.93. Seventy students completed the pilot survey, leading to the exclusion of items with low discrimination and reliability. Items on drug-target interaction were removed due to consistently poor performance. The final PCI included 26 items covering seven concepts, with strong discrimination indices (0.36-0.75) and difficulty indices (0.26-0.71). Internal consistency was high (Cronbach's alpha = 0.91), and concept-level reliability ranged from 0.64 to 0.85. The PCI provides strong evidence for identifying misconceptions and assessing learning outcomes through a pre-post-test approach. Although the PCI currently addresses only a subset of concepts, continued refinements informed by surveys and interviews will enhance its utility and expand its scope for concept-based learning and curriculum evaluation.

Indexed as

LearningPharmacologyCurriculumHumansPilot ProjectsPsychometricsReproducibility of ResultsSurveys and Questionnairescore concepts of pharmacologydevelopmentpharmacology concept inventorypilot studyvalidation

Identifiers

PMID41866637
PMCPMC13140222

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.