Evidence map›Paper›PMID 26601656›Full record

ArticleHealth services research2016

Potentially Inappropriate Medication and Health Care Outcomes: An Instrumental Variable Approach.

Chi-Chen Chen, Shou-Hsia Cheng

Open access · bronzeAbstract read
In one paragraph

Article in Health services research, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed, 3 pooled it
0.4field-weighted citation impact, top 33% 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

8 citing papers in PubMed, 3 syntheses or guidelines pooled it, 14 citations in OpenAlex.

  1. Screening for potentially inappropriate prescribing in primary care: Canadian guideline.Canadian family physician Medecin de famille canadien · 2026
    Guideline
  2. Pooled it
  3. Pooled it
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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

2 authors at 2 institutions in 1 country.

Chi-Chen ChenInstitute of Health Policy and Management, College of Public Health, National Taiwan University, Taipei, Taiwan.
Shou-Hsia ChengDepartment of Public Health, College of Medicine, Fu Jen Catholic University, Taiwan.
Fu Jen Catholic University · TWNational Taiwan University · TW

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveTo examine the effects of potentially inappropriate medication (PIM) use on health care outcomes in elderly individuals using an instrumental variable (IV) approach. DATA SOURCES/STUDY

settingRepresentative claim data from the universal health insurance program in Taiwan from 2007 to 2010. STUDY

designWe employed a panel study design to examine the relationship between PIM and hospitalization. We applied both the naive generalized estimating equation (GEE) model, which controlled for the observed patient and hospital characteristics, and the two-stage residual inclusion (2SRI) GEE model, which further accounted for the unobserved confounding factors. The PIM prescription rate of the physician most frequently visited by each patient was used as the IV. PRINCIPAL

findingsThe naive GEE models indicated that patient PIM use was associated with a higher likelihood of hospitalization (odds ratio [OR], 1.399; 95 percent confidence interval [CI], 1.363-1.435). Using the physician PIM prescribing rate as an IV, we identified a stronger significant association between PIM and hospitalization (OR, 1.990; 95 percent CI, 1.647-2.403).

conclusionsPIM use is associated with increased hospitalization in elderly individuals. Adjusting for unobserved confounders is needed to obtain unbiased estimates of the relationship between PIM and health care outcomes.

Indexed as

Health StatusDatabases, FactualHospitalizationHumansLongitudinal StudiesOutcome Assessment, Health CarePotentially Inappropriate Medication ListPractice Patterns, Physicians'Taiwanhealth care outcomeshospitalizationinstrumental variable approachPotentially inappropriate medication

Identifiers

PMID26601656
PMCPMC4946035
OpenAlexW2172952877

What OpenQuestion holds

Textmetadata
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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.