Evidence map›Paper›PMID 41939852›Full record

ArticleFrontiers in pharmacology2026

Effectiveness of a multifaceted intervention on reducing non-guideline-concordant prescribing of calcium and vitamin D analogues after total thyroidectomy.

Yue Xie, Furong Han, Shizhi He, Jiawei Wang

Abstract read
In one paragraph

Article in Frontiers in pharmacology, 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

4 authors.

Yue XieDepartment of Pharmacy, Beijing Tongren Hospital, Capital Medical University, Beijing, China.
Furong HanDepartment of Pharmacy, Beijing Tongren Hospital, Capital Medical University, Beijing, China.
Shizhi HeDepartment of Head and Neck Surgery, Beijing Tongren Hospital, Capital Medical University, Beijing, China.
Jiawei WangDepartment of Pharmacy, Beijing Tongren Hospital, Capital Medical University, Beijing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Postoperative hypocalcemia is a common complication of total thyroidectomy. Due to a lack of standardized perioperative management protocols, there is often a wide variation in clinical practice, resulting in non-guideline conforming calcium and vitamin D analogue (NGC-CaVD) prescribing. This can lead to issues with patient safety and recovery. Objective To determine if a multi-faceted intervention could reduce NGC-CaVD after total thyroidectomy, assess safety outcomes, and identify factors associated with inappropriate prescribing. Methods: This retrospective observational cohort study included 629 adults undergoing total thyroidectomy (322 pre-intervention, 307 post-intervention). The intervention bundle included: (1) developing an institutional guideline, (2) conducting staff education, (3) pharmacist-led medication reviews with structured recommendations, (4) medication reconciliation, and (5) collaborative rounds. The primary outcome was the rate of NGC-CaVD. Safety outcomes included the incidence of symptomatic hypocalcemia and length of hospital stay. Results: The multifaceted intervention significantly reduced the overall NGC-CaVD rate from 45.96% in the pre-intervention group to 23.45% in the post-intervention group ( Conclusion: The implementation of a multi-faceted intervention improved guideline adherence for postoperative prescribing of calcium and vitamin D analogues without affecting symptomatic hypocalcemia and length of stay. Additionally, the model provides a framework for the standardization of post-thyroidectomy hypocalcemia management and the improved appropriateness of medication prescribing.

Indexed as

clinical pharmacisthypocalcemiamedication therapy managementquality improvementthyroidectomy

Identifiers

PMID41939852
PMCPMC13044162

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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.