Optimizing Outpatient Prescriptions Through Smarter Drug Substitution Strategies

Optimizing outpatient prescriptions is a growing challenge in healthcare systems due to rising drug costs, supply chain disruptions, and the need for equitable access to essential medicines. Smarter drug substitution strategies—such as generic substitution, therapeutic interchange, and algorithm-driven decision support—offer promising solutions to reduce costs while maintaining treatment efficacy and patient safety. This paper examines the role of substitution frameworks in outpatient care, highlights the economic and clinical rationale behind substitution, and discusses digital and policy-based enablers that can standardize the practice. By leveraging artificial intelligence, real-time prescription monitoring, and evidence-based guidelines, outpatient systems can balance cost efficiency with improved health outcomes. The findings underscore that substitution must be carefully integrated into prescribing workflows with consideration for patient trust, regulatory environments, and long-term health system sustainability

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-09-03
DOI
https://doi.org/10.5281/zenodo.17042684
Primary Topic
Geochemistry and Geologic Mapping
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Optimizing Outpatient Prescriptions Through Smarter Drug Substitution Strategies

Zenodo (CERN European Organization for Nuclear Research)
Geochemistry and Geologic Mapping
article

Optimizing Outpatient Prescriptions Through Smarter Drug Substitution Strategies

article en

Abstract

Optimizing outpatient prescriptions is a growing challenge in healthcare systems due to rising drug costs, supply chain disruptions, and the need for equitable access to essential medicines. Smarter drug substitution strategies—such as generic substitution, therapeutic interchange, and algorithm-driven decision support—offer promising solutions to reduce costs while maintaining treatment efficacy and patient safety. This paper examines the role of substitution frameworks in outpatient care, highlights the economic and clinical rationale behind substitution, and discusses digital and policy-based enablers that can standardize the practice. By leveraging artificial intelligence, real-time prescription monitoring, and evidence-based guidelines, outpatient systems can balance cost efficiency with improved health outcomes. The findings underscore that substitution must be carefully integrated into prescribing workflows with consideration for patient trust, regulatory environments, and long-term health system sustainability

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 55%
Geochemistry and Geologic Mapping
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.