Medication adherence among Jordanian adults with chronic conditions: a combined analysis using regression and machine learning.

Journal: Annals of medicine
Published Date: Aug 20, 2025

Abstract

BACKGROUND: Managing chronic illness effectively depends not only on treatment availability but also on patients' ability to adhere to prescribed medications.

Authors

  • Walid Al-Qerem
    Department of Pharmacy, Faculty of Pharmacy, Al-Zaytoonah University of Jordan, 11733, Amman, Jordan. waleed.qirim@zuj.edu.jo.
  • Anan Jarab
    College of Pharmacy, Al Ain University, 64141, Abu Dhabi, UAE.
  • Judith Eberhardt
    School of Social Sciences, Humanities and Law, Department of Psychology, Teesside University, TS1 3BX, Middlesbrough, UK.
  • Salwa Abdo
    Department of Pharmacy, Faculty of Pharmacy, Al-Zaytoonah University of Jordan, Amman, Jordan.
  • Lujain Al-Sa'di
    Department of Pharmacy, Faculty of Pharmacy, Al-Zaytoonah University of Jordan, Amman, Jordan.
  • Razan Al-Shehadeh
    Department of Pharmacy, Faculty of Pharmacy, Al-Zaytoonah University of Jordan, Amman, Jordan.
  • Dana Khasim
    Department of Pharmacy, Faculty of Pharmacy, Al-Zaytoonah University of Jordan, Amman, Jordan.
  • Ruba Zumot
    Department of Pharmacy, Faculty of Pharmacy, Al-Zaytoonah University of Jordan, Amman, Jordan.
  • Sarah Khalil
    Department of Pharmacy, Faculty of Pharmacy, Al-Zaytoonah University of Jordan, Amman, Jordan.

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