Evidence map›Paper›PMID 38825963›Full record

ArticlePharmacoepidemiology and drug safety2024

Use of electronic health record data to examine administrations of pro re nata analgesics during hip fracture post-acute care.

Melissa R Riester, Yuan Zhang, Kaleen N Hayes, Francesca L Beaudoin, Andrew R Zullo

Abstract read
In one paragraph

Article in Pharmacoepidemiology and drug safety, 2024. 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. Longitudinal Pain Medication Use Among US Older Adults After a Hip Fracture.Journal of the American Medical Directors Association · 2025
    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

5 authors.

Melissa R RiesterDepartment of Epidemiology, Brown University School of Public Health, Providence, Rhode Island, USA.
Yuan ZhangDepartment of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, Rhode Island, USA.
Kaleen N HayesDepartment of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, Rhode Island, USA.
Francesca L BeaudoinDepartment of Epidemiology, Brown University School of Public Health, Providence, Rhode Island, USA.
Andrew R ZulloDepartment of Epidemiology, Brown University School of Public Health, Providence, Rhode Island, USA.ORCID 0000-0003-1673-4570

Funding

Clinically Significant Drug Interactions among Nursing Home Residents with ADRDR01AG077620 · NIA · BROWN UNIVERSITY · PI Andrew Reis Zullo · 2022 to 2026
$3.5M
Benefits and Harms of Long-term Osteoporosis Pharmacotherapy: Impact of Treatment Length, Type, Switching, and HolidaysR01AG078759 · NIA · BROWN UNIVERSITY · PI CADARETTE, SUZANNE, HAYES, KALEEN NICOLE · 2022 to 2025
$2.5M
Medications and the Risk of Motor Vehicle Crashes in Older AdultsR01AG065722 · NIA · BROWN UNIVERSITY · PI ZULLO, ANDREW REIS · 2020 to 2023
$2.1M
Opioid use in post-acute hip fracture care: prescribing patterns, effectiveness, and safetyR21AG061632 · NIA · BROWN UNIVERSITY · PI BEAUDOIN, FRANCESCA, ZULLO, ANDREW REIS · 2019 to 2020
$462k
NIA NIH HHS R01 AG065722NIA NIH HHS R01AG065722NIA NIH HHS R01 AG077620NIA NIH HHS R01AG077620NIA NIH HHS R01 AG078759NIA NIH HHS R01AG078759NIA NIH HHS R21 AG061632NIA NIH HHS R21AG061632
6 · The paper itself

Abstract

purposeMedications prescribed to older adults in US skilled nursing facilities (SNF) and administrations of pro re nata (PRN) "as needed" medications are unobservable in Medicare insurance claims. There is an ongoing deficit in our understanding of medication use during post-acute care. Using SNF electronic health record (EHR) datasets, including medication orders and barcode medication administration records, we described patterns of PRN analgesic prescribing and administrations among SNF residents with hip fracture.

methodsEligible participants resided in SNFs owned by 11 chains, had a diagnosis of hip fracture between January 1, 2018 to August 2, 2021, and received at least one administration of an analgesic medication in the 100 days after the hip fracture. We described the scheduling of analgesics, the proportion of available PRN doses administered, and the proportion of days with at least one PRN analgesic administration.

resultsAmong 24 038 residents, 57.3% had orders for PRN acetaminophen, 67.4% PRN opioids, 4.2% PRN non-steroidal anti-inflammatory drugs, and 18.6% PRN combination products. The median proportion of available PRN doses administered per drug was 3%-50% and the median proportion of days where one or more doses of an ordered PRN analgesic was administered was 25%-75%. Results differed by analgesic class and the number of administrations ordered per day.

conclusionsEHRs can be leveraged to ascertain precise analgesic exposures during SNF stays. Future pharmacoepidemiology studies should consider linking SNF EHRs to insurance claims to construct a longitudinal history of medication use and healthcare utilization prior to and during episodes of SNF care.

Indexed as

AnalgesicsElectronic Health RecordsHip FracturesMedicareSkilled Nursing FacilitiesAcetaminophenAgedAged, 80 and overFemaleHumansMaleSubacute CareUnited StatesAcetaminophenAnalgesicsanalgesicship fracturesopioidrehabilitationskilled nursing facilities

Identifiers

PMID38825963
PMCPMC11149906

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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.