{"title":"Implementation and effectiveness of a smartphone app targeted at improving physicians adherence to antimicrobial treatment guidelines","authors":"Minyahil Tadesse Boltena,Mirkuzie Woldie,Alemseged Abdissa,Ziad El-Khatib,Yibeltal Siraneh,Abraham Sahilemichael Kebede,Wendosen Shewarega,Zelalem Tadesse,Wondwossen Amanuel,Getachew Tesfaye Beyene,Kassa Haile,Sudhakar Morankar","doi":"10.1038/s41746-026-03401-y","DOIUrl":null,"url":null,"abstract":"Abstract The effectiveness of mHealth interventions for improving antimicrobial guideline adherence remains insufficiently understood in resource-limited settings. This study evaluated a context-adapted smartphone Standard Treatment Guideline (STG) app designed to improve physicians’ adherence to antimicrobial treatment guidelines in Ethiopia. A type 1 hybrid effectiveness–implementation cluster-randomized trial was conducted in 20 hospitals randomized to a smartphone app plus training or paper-based guidelines and retrospectively registered (PACTR202504495116733). The primary outcome was guideline-adherent prescribing, defined as correct antibiotic selection, dose, frequency, and duration when treatment was indicated, or appropriately documented non-prescribing when antibiotics were not indicated across 1433 patient charts. Secondary outcomes included overall antibiotic use and broad-spectrum antibiotic use. Guideline adherence improved by 26.7 percentage points in crude difference-in-differences analysis, and the adjusted intervention-by-endline effect showed higher odds of guideline-adherent prescribing (aOR 3.89; 95% CI: 1.96–7.73). Overall, antibiotic use declined from 96.9% to 82.2% in the intervention arm. In a post-hoc sensitivity analysis using all eligible charts, broad-spectrum antibiotic use declined from 83.9 to 57.5%. These findings support the potential value of a multicomponent intervention combining an offline STG app with training and implementation support for improving guideline-concordant antimicrobial prescribing; however, the independent contribution of the mobile application cannot be determined.","PeriodicalId":19349,"journal":{"name":"NPJ Digital Medicine","volume":"406 1","pages":""},"PeriodicalIF":18.0000,"publicationDate":"2026-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"NPJ Digital Medicine","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1038/s41746-026-03401-y","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"HEALTH CARE SCIENCES & SERVICES","Score":null,"Total":0}
引用次数: 0
Abstract
Abstract The effectiveness of mHealth interventions for improving antimicrobial guideline adherence remains insufficiently understood in resource-limited settings. This study evaluated a context-adapted smartphone Standard Treatment Guideline (STG) app designed to improve physicians’ adherence to antimicrobial treatment guidelines in Ethiopia. A type 1 hybrid effectiveness–implementation cluster-randomized trial was conducted in 20 hospitals randomized to a smartphone app plus training or paper-based guidelines and retrospectively registered (PACTR202504495116733). The primary outcome was guideline-adherent prescribing, defined as correct antibiotic selection, dose, frequency, and duration when treatment was indicated, or appropriately documented non-prescribing when antibiotics were not indicated across 1433 patient charts. Secondary outcomes included overall antibiotic use and broad-spectrum antibiotic use. Guideline adherence improved by 26.7 percentage points in crude difference-in-differences analysis, and the adjusted intervention-by-endline effect showed higher odds of guideline-adherent prescribing (aOR 3.89; 95% CI: 1.96–7.73). Overall, antibiotic use declined from 96.9% to 82.2% in the intervention arm. In a post-hoc sensitivity analysis using all eligible charts, broad-spectrum antibiotic use declined from 83.9 to 57.5%. These findings support the potential value of a multicomponent intervention combining an offline STG app with training and implementation support for improving guideline-concordant antimicrobial prescribing; however, the independent contribution of the mobile application cannot be determined.
期刊介绍:
npj Digital Medicine is an online open-access journal that focuses on publishing peer-reviewed research in the field of digital medicine. The journal covers various aspects of digital medicine, including the application and implementation of digital and mobile technologies in clinical settings, virtual healthcare, and the use of artificial intelligence and informatics.
The primary goal of the journal is to support innovation and the advancement of healthcare through the integration of new digital and mobile technologies. When determining if a manuscript is suitable for publication, the journal considers four important criteria: novelty, clinical relevance, scientific rigor, and digital innovation.