Evidence map›Paper›PMID 41781802›Full record

ArticleJournal of cancer education : the official journal of the American Association for Cancer Education2026

Evaluation of Readability in Patient Education Materials for Primary Hyperparathyroidism.

Valerie L Armstrong, Kelsey L Grabeel, Amirreza Nikbakht, Peyton Murdock, John I Lew, R Eric Heidel, Tanaz M Vaghaiwalla

Abstract read
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Article in Journal of cancer education : the official journal of the American Association for Cancer Education, 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

7 authors.

Valerie L ArmstrongDepartment of Surgery, Mayo Clinic, Phoenix, AZ, USA.
Kelsey L GrabeelGraduate School of Medicine, University of Tennessee, University of Tennessee Medical Center, Knoxville, TN, USA.
Amirreza NikbakhtGraduate School of Medicine, University of Tennessee, University of Tennessee Medical Center, Knoxville, TN, USA.
Peyton MurdockGraduate School of Medicine, University of Tennessee, University of Tennessee Medical Center, Knoxville, TN, USA.
John I LewDivision of Endocrine Surgery, DeWitt Daughtry Family Department of Surgery, University of Miami Leonard M. Miller School of Medicine, Miami, FL, USA.
R Eric HeidelGraduate School of Medicine, University of Tennessee, University of Tennessee Medical Center, Knoxville, TN, USA.
Tanaz M VaghaiwallaDivision of Endocrine Surgery, DeWitt Daughtry Family Department of Surgery, University of Miami Leonard M. Miller School of Medicine, Miami, FL, USA. Tmv12@med.miami.edu.ORCID http://orcid.org/0000-0001-8967-6733

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Patient education is essential for effective medical care. Although over half of patients search for health information online, most educational materials exceed the recommended sixth-grade reading level. Parathyroid disease is common yet often underdiagnosed. This study evaluates the readability of online patient resources for parathyroid disorders. A review of 100 online educational materials related to parathyroid disorders was performed. Using three validated instruments: Flesch Reading Ease, Simplified Measure of Gobbledygook, and Gunning Fog Index scores, reading grade level was calculated and Spearman correlations performed to evaluate associations between instruments. 59 sources were included. Majority of materials were from academic/research (36%), followed by general information/overviews (20%), government/institutional (14%), cancer-specific organizations (12%), professional societies (12%) and children’s health (5%). No patient materials were written at the appropriate grade level. Materials were > 12th grade reading level in 59% of sources (FRE = 71%, SMOG = 34%, GFI = 71%). There were strong, positive correlations between the three reading instruments. Readable educational materials facilitate effective healthcare literacy and empower patients to participate in shared decision-making, which is especially important given the complex diagnostic and therapeutic considerations for parathyroid disorders. This study demonstrates a significant ongoing disparity. Future efforts should focus on developing patient materials at the recommended reading level.

Indexed as

ParathyroidPatient educationReadability

Identifiers

What OpenQuestion holds

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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.