E-Book, Englisch, 380 Seiten
Sharma / Fuloria / Singh The Digital Pillbox: Integrating AI, IoT, and Pharma Solutions (Part 1)
1. Auflage 2025
ISBN: 978-981-5324-45-7
Verlag: De Gruyter
Format: EPUB
Kopierschutz: 0 - No protection
E-Book, Englisch, 380 Seiten
ISBN: 978-981-5324-45-7
Verlag: De Gruyter
Format: EPUB
Kopierschutz: 0 - No protection
The Digital Pillbox: Integrating AI, IoT, and Pharma Solutions (Part 1) provides a comprehensive exploration of the intersection of digital technology and pharmaceutical care. The book describes the ways artificial intelligence (AI) and the Internet of Things (IoT) are reshaping the delivery of healthcare, enhancing medication management, and improving patient outcomes. By integrating AI-driven solutions with IoT-enabled devices, the book outlines the role of smart pill dispensers, predictive analytics, and real-time tracking systems in revolutionizing drug administration and adherence. Key Features: Provides exploration of AI, IoT, and blockchain applications in pharmaceuticals. Demonstrates practical case studies showcasing real-world implementations. Discussion of regulatory frameworks, ethical issues, and future trends. Explores personalized medicine, predictive analytics, and telemedicine innovations.
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Understanding Medication Adherence Challenges
Akanksha Sharma1, Shaweta Sharma2, Sunita3, P. Lakshmi4, Akhil Sharma1, *
Abstract
Despite its relevance in managing different health conditions, medication adherence remains difficult for diverse reasons. This abstract details the complicated nature of medication adherence difficulties, which involve patient-related factors and healthcare system complexities, as well as specific issues related to medications. For medical practitioners seeking to make outcomes better for their patients, it is important to know how these three factors interact with each other. These factors include socioeconomic status, illness literacy, and psychological obstacles. Socio-economic barriers such as financial incapability and lack of insurance often affect the capability of patients to adhere to given prescriptions. Lack of awareness about certain drugs leads to confusion about recommended treatment, while depression and anxiety are examples of some psychological aspects that increase non-adherence. Communication breakdowns in the healthcare system, prescription complexity, and limited access to care have become problematic within the field today. Inadequate communication between patient-provider relationships and lack of clarity in drug instructions lead to misunderstanding or non-compliance. That aside, a range of complex prescription processes combined with accessibility barriers increase these challenges, predominantly among those individuals who are at higher risk due to social exclusion. Additionally, whether due to side effects observed or perceived, efficacy declines regimen complications and further complicates adherence efforts. Patients can stop taking their medications because they cannot stand the side effects experienced; they may also find it difficult to follow complex dosing schedules or lose interest if they do not see any improvement after all. Whereas family dynamics may be responsible for this behavior in some instances, cultural beliefs coupled with social networks influence patients' attitudes toward medication continuity. The culture-sensitive healthcare environment promotes adherence, while stigma and cultural barriers undermine the process. In brief, handling medication non-compliance takes into account the inter-connectedness among patients' characteristics of healthcare systems, medicines, and environmental features. This way, healthcare providers enhance their patients' ability to
take drugs in the long term and ensure that equitable distribution is upheld by addressing such hindrances.
* Corresponding author Akhil Sharma: R.J. College of Pharmacy, Raipur, Gharbara, Tappal, Khair, Uttar Pradesh, India; E-mail: xs2akhil@gmail.com
INTRODUCTION
Medication adherence is an important pillar of effective healthcare management that encompasses the level to which patients stick to their prescribed drug plans. It is a crucial institution in terms of ensuring that individuals get all the curative benefits contained in their presumed medication scripts. Nevertheless, even with its undeniable relevance, medical non-adherence remains a widespread and complicated matter globally, leading to many hardships for healthcare systems as well as individual patients [1].
In recent years, healthcare specialists, policymakers, and scholars have paid increasing attention to medication non-adherence as a serious issue. The profoundness of its effects justifies this increased level of consciousness. Nonadherence is thus closely linked with a range of negative health effects, including disease advancement, morbidity, and mortality rates, and high healthcare costs. Besides, it weakens interventions for different medical conditions, from chronic diseases like diabetes and hypertension to acute illness and mental health conditions [2].
The multifaceted nature of the challenges linked to adherence means that understanding such problems would require a deeper knowledge of what causes non-adherence. These factors cover a wide range, including those related to patients, pharmaceutical and health services systems, and socio-environmental ones. For instance, patients' socioeconomic status, health literacy, and psychological barriers like depression and anxiety can have great impacts on their medication-taking behaviors. Moreover, healthcare systems are complex, with communication breakdowns and limited access to care, which further worsen adherence issues, especially among vulnerable populations [3, 4].
In addition, medication-specific aspects such as adverse effects, treatment burden, and perceived effectiveness can be highly influential in determining the behavior of patients when following prescriptions. In this regard, patients may stop using their drugs due to adverse reactions that have become unbearable or find it difficult to stick to a complex dosage regimen, thus compromising therapeutic outcomes. Additionally, socio-environmental factors like family dynamics, social support systems, and cultural beliefs are key determinants of adherence to medication, necessitating tailored approaches aimed at addressing these contextual factors [5].
Medication adherence is one challenge that seems unbeatable. However, things are not entirely hopeless. Medical practitioners have the necessary tools and expertise to develop targeted interventions that boost medication adherence, thereby leading to better patient outcomes. Ideally, it is multidisciplinary and incorporates evidence-based strategies derived from various fields such as medicine, psychology, and public health. With technologies like mobile health applications and telemedicine platforms in place, health providers can improve patient involvement and also monitor their medication adherence through them [6].
Moreover, it is through encouraging patient-centered care approaches that prioritize shared decision-making and customized treatment plans that patients will be equipped to be actively involved in their healthcare journey. Equally important is building effective communication between patients and the health providers as well as intervening for a better understanding of health literacy, which often leads to misunderstandings relating to drugs, hence a partnership aimed at treating patients. Besides, dealing with structural impediments such as the availability of affordable medicines and healthcare facilities is crucial in ensuring there is equal access as well as reducing gaps in medication adherence [7].
PATIENT-RELATED FACTORS
Patient-related factors for medication adherence are summarized in Fig. (1).
Socioeconomic Status
Financial Constraints
Among people with low socioeconomic status, financial constraints are a major issue when it comes to taking medicine as directed. Patients' capacity to follow their prescribed treatments closely is dependent on their ability to pay for the drugs themselves, which has an effect on health results and general welfare. Among individuals who do not have much money, high prices of medications can make them fail to take them regularly. Many chronic diseases need continuous treatment, hence the higher expenses in the long run with regard to these drugs. Inadequate earnings may hinder patients' ability to buy prescription medicines; lack of insurance coverage or expensive co-payments could force individuals into
making tough choices about which bills they should prioritize over buying drugs [8, 9].
Fig. (1))Patient-related factors for medication adherence.
Financial limitations frequently create a situation in which the cost of drugs is not followed as it should be such that individuals change the way they take medicine to cut expenditures. This might mean skipping doses, dividing tablets, or postponing restocking them so that one pack can be used for a longer time. Failing to follow treatment procedures due to expense concerns may undermine its efficacy, thereby worsening health conditions and increasing medical care utilization and long-term costs. When people cannot pay for their prescriptions adequately, managing...
