Evidence map›Paper›PMID 27796465›Full record

ArticleEuropean journal of clinical pharmacology2017

Use of pharmacy dispensing data to measure adherence and identify nonadherence with oral hypoglycemic agents.

Fong Sodihardjo-Yuen, Liset van Dijk, Michel Wensing, Peter A G M De Smet, Martina Teichert

Open access · hybridAbstract read
In one paragraph

Article in European journal of clinical pharmacology, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
1.6field-weighted citation impact, top 17% of its field
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

9 citing papers in PubMed, 15 citations in OpenAlex.

  1. Article
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  5. Benzodiazepine and unhealthy alcohol use among adult outpatients.The American journal of managed care · 2019
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  9. Observational
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

5 authors at 3 institutions in 1 country.

Fong Sodihardjo-YuenRoyal Dutch Pharmacists Association, 2514 JL, The Hague, the Netherlands. f.sodihardjo-yuen@knmp.nl.
Liset van DijkNetherlands Institute for Health Services Research, Utrecht, the Netherlands.
Michel WensingRadboud Institute for Health Sciences, Department of IQ Healthcare, Radboud University Medical Centre, Nijmegen, the Netherlands.
Peter A G M De SmetRoyal Dutch Pharmacists Association, 2514 JL, The Hague, the Netherlands.
Martina TeichertRoyal Dutch Pharmacists Association, 2514 JL, The Hague, the Netherlands.
Royal Dutch Pharmacists Association · NLNetherlands Institute for Health Services Research · NLRadboud University Medical Center · NL

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeA framework for calculation of adherence for oral hypoglycemic agents (OHAs) based on data from health-insurance claims is available. Pharmacy dispensing data aid identification of nonadherent patients in pharmacy practices. However, use of these data for calculation of OHA adherence requires additional methodological categories. We examined the impact of different methodological choices on estimation of OHA adherence using pharmacy dispensing data.

methodsFour methodological categories were added to the framework available to be used for adherence calculation with pharmacy dispensing data. Three adherence measures were defined to supply pharmacists with significant information on OHA use of their patients: (i) percentage of days covered by use periods of dispensed medication (PDC), (ii) mean rate of adherent patients with a PDC ≥80 % (MRAP80), and (iii) mean number of nonadherent patients (MNNP80) per pharmacy with a PDC <80 %. A basic scenario was developed from 16 methodological categories. Consequences of choices for different parameters within these categories on the scores of the three adherence measures were calculated from dispensing data between July 2013 and July 2014.

resultsData were available for 604,500 OHA users in 1737 community pharmacies in the Netherlands. For the basic scenario, mean PDC for OHA was 88.3 %. MRAP80 was 80.3 %, which corresponded to an average of 69 nonadherent patients per pharmacy. Different choices for parameter values resulted in score variations for PDC of 85.0-91.8 %, for MRAP80 of 75.3-86.1 %, and between 49 and 92 MNNP80 per pharmacy.

conclusionSixteen methodological categories specified calculation of OHA adherence based on pharmacy dispensing data. Adherence scores expressed as percentages were relatively robust to variation in parameter values, but differed substantially for the absolute numbers of nonadherent patients per pharmacy.

Indexed as

Medication AdherencePharmaciesAdministration, OralDrug MonitoringHumansHypoglycemic AgentsNetherlandsHypoglycemic AgentsAdherence calculationNonadherenceOral hypoglycemic agentsPharmacy dispensing data

Identifiers

PMID27796465
PMCPMC5226973
OpenAlexW2543707294

What OpenQuestion holds

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Registered trials

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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.