# Factors associated with prescription of modern antidiabetics in newly diagnosed patients with type 2 diabetes. a real-world data study in a Spanish region

**Authors:** Irantzu Bengoa-Urrengoechea, Isabel Aguilar-Palacio, María José Rabanaque, María Jesús Lallana, Adriana Gamba Cabezas, Sara Malo

PMC · DOI: 10.3389/fphar.2025.1530139 · Frontiers in Pharmacology · 2025-07-11

## TL;DR

This study examines factors influencing the prescription of modern diabetes drugs in newly diagnosed patients in Spain, highlighting disparities based on age, health conditions, and location.

## Contribution

The study identifies sociodemographic, clinical, and geographic factors associated with modern antidiabetic prescriptions in a real-world setting.

## Key findings

- Younger patients and those with specific health conditions were more likely to receive modern antidiabetic drugs.
- Socioeconomic status and geographic area characteristics influenced prescription patterns.
- Prescribing practices varied significantly based on individual and regional factors.

## Abstract

To describe the patterns of first prescription of antidiabetic drugs (AD) in patients with type 2 diabetes (T2D) and analyze the factors associated with the prescription of a modern one.

Observational longitudinal study conducted in the CArdiovascular Risk factors for HEalth Services research (CARhES) cohort. Individuals older than 15, resident in Aragón (Spain), diagnosed with T2D during 2018–2022 were selected and followed-up until 31st December 2022. Secondary use of data from the health system provided sociodemographic, clinical and pharmacological prescription information. We also considered additional variables by Basic Healthcare Area (BHA) of residence. AD were classified into “classical” and “modern” and their differences were described and compared. A multilevel methodology stratified by sex was developed, considering individual characteristics and characteristics of the BHA of residence, to analyze the factors associated to a modern AD.

Our population-based cohort of 22,892 patients were mostly male, native, low-income and living in non-depopulated BHA. People who were younger, with heart failure, ischemic heart disease, chronic renal failure, obesity, with a previous major adverse cardiovascular event, higher socioeconomic level or lived in less deprived and more depopulated areas were more likely to get a modern AD prescription.

Our analyses showed that prescribing practices vary according to a range of sociodemographic, clinical and geographical characteristics. Knowledge of these factors is essential for implementing and improving equitable and person-centered approaches.

## Linked entities

- **Diseases:** type 2 diabetes (MONDO:0005148), heart failure (MONDO:0005252), ischemic heart disease (MONDO:0024644), chronic renal failure (MONDO:0024327), obesity (MONDO:0011122)

## Full-text entities

- **Diseases:** T2D (MESH:D003924), heart failure (MESH:D006333), chronic renal failure (MESH:D007676), ischemic heart disease (MESH:D017202), obesity (MESH:D009765)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

42 references — full list in the complete paper: https://tomesphere.com/paper/PMC12290405/full.md

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Source: https://tomesphere.com/paper/PMC12290405