[HTML][HTML] A systematic literature review for understanding the effectiveness of advanced techniques in diabetes self-care management

AO Alsayed, NA Ismail, L Hasan, AH Syed… - Alexandria Engineering …, 2023 - Elsevier
This article includes a systematic review that identifies and summarizes the many behavioral
change techniques (BCTs), behavioral health theories, and advanced techniques based on …

Data-driven digital nudging: a systematic literature review and future agenda

AH Sadeghian, A Otarkhani - Behaviour & Information Technology, 2024 - Taylor & Francis
Nudging, a concept rooted in behavioural economics, aims to influence decision-making for
individuals' benefit through non-coercive methods. While initially investigated in real-world …

[HTML][HTML] User engagement and weight loss facilitated by a mobile app: retrospective review of medical records

S Valinskas, M Nakrys, K Aleknavičius… - JMIR Formative …, 2023 - formative.jmir.org
Background: Intermittent fasting (IF) has gained popularity in recent years for its effect on
weight loss and supposed additional health benefits, such as a positive effect on body …

[HTML][HTML] The feasibility of AgileNudge+ software to facilitate positive behavioral change: mixed methods design

F Shojaei, F Shojaei, AP Desai, E Long… - JMIR Formative …, 2024 - formative.jmir.org
Background: In today's digital age, web-based apps have become integral to daily life,
driving transformative shifts in human behavior.“AgileNudge+”(Indiana University Center for …

[HTML][HTML] Implementing a novel machine learning system for nutrition education in diabetes mellitus nutritional clinic: Predicting 1-year blood glucose control

MY Liu, CF Liu, TC Lin, YS Ma - Bioengineering, 2023 - mdpi.com
(1) Background: Persistent hyperglycemia in diabetes mellitus (DM) increases the risk of
death and causes cardiovascular disease (CVD), resulting in significant social and …

Nudging towards responsible recommendations: a graph-based approach to mitigate belief filter bubbles

M Wang, Y Hu, S Wu, W Li, Q Bai… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Personalized recommendation systems homogenize user preferences, causing an extreme
belief imbalance and aggravating user bias. This phenomenon is known as the filter bubble …

Regulating AI: applying insights from behavioural economics and psychology to the application of article 5 of the EU AI Act

H Zhong, E O'Neill, JA Hoffmann - … of the AAAI Conference on Artificial …, 2024 - ojs.aaai.org
Article 5 of the European Union's Artificial Intelligence Act is intended to regulate AI use to
prevent potentially harmful consequences. Nevertheless, applying this legislation practically …

Impact of machine learning on dietary and exercise behaviors in type 2 diabetes self-management: a systematic literature review

RR Mir, NU Haq, K Ishaq, N Safie, AB Dogar - PeerJ Computer Science, 2025 - peerj.com
Self-awareness and self-management in diabetes are critical as they enhance patient well-
being, decrease financial burden, and alleviate strain on healthcare systems by mitigating …

Application of artificial intelligence in the health management of chronic disease: bibliometric analysis

M Pan, R Li, J Wei, H Peng, Z Hu, Y **ong, N Li… - Frontiers in …, 2025 - frontiersin.org
Background With the rising global burden of chronic diseases, traditional health
management models are encountering significant challenges. The integration of artificial …

Conducting Design Science Research in Society 5.0–Proposal of an Explainable Artificial Intelligence Research Methodology

C Daase, K Turowski - … Conference on Design Science Research in …, 2023 - Springer
Every technological or scientific advance is accompanied by a change in social structures,
moral concepts, laws and education. As more and more people gain access to the digital …