SYSTEMATIC REVIEW article

Front. Nutr.

Sec. Nutritional Epidemiology

Volume 12 - 2025 | doi: 10.3389/fnut.2025.1572234

Use of Preventable Risk Integrated Model (PRIME) on behavioral risk factors: A Scoping review and bibliometric analysis

Provisionally accepted
  • Universidad de Santiago de Chile (USACH), Escuela de Ciencias de la Actividad Física, el Deporte y la Salud, Santiago, Chile, Santiago, Santiago Metropolitan Region (RM), Chile

The final, formatted version of the article will be published soon.

Behavioral or habit-based risk factors lead to the development of non-communicable diseases, causing early deaths, disability due to these diseases, and high economic burdens on the public or private health system. The use of the Preventable Risk Integrated Model through the creation of counterfactual scenarios could simulate in the future the number of deaths that can be delayed or prevented if one or more risk factors associated with diet, tobacco, alcohol, or physical activity are modified. The objective of this research was to explore the scientific evidence available on the use of the Preventable Risk Integrated Model, identifying the main findings, the most productive authors on the subject, the most used keywords, the countries of origin of the research, and the scientific journals where these studies are published. Through the development of four research questions, the search strategy was established for the development of the scoping review and bibliometric analysis of the information obtained. A total of 24 articles were identified that used the Preventable Risk Integrated Model, which were available in their titles and research abstracts. Regarding the results obtained, this model was used in topics related to food consumption, food composition, nutrient intake, prevention of non-communicable diseases by reducing some nutrients related to sodium or saturated fats, in addition to the creation of new models supported by the Preventable Risk Integrated Model. In addition, the authors who research on the topic, the use of keywords, countries that have done the most research on the subject and indexed journals were identified. Finally, the use of the model allowed the projection of preventable deaths or those that could be delayed when modifying the risk factors that cause non-communicable diseases; however, caution must be taken in its proper use, due to the consultation of various sources such as databases, use of national surveys or international information repositories.

Keywords: Behavioral Risk Factor Surveillance System1, Noncommunicable Diseases2, Preventable Risk Integrated Model3, Health Policy4, Planning and Management5, Socioeconomic Factors6, Disease Prevention7

Received: 17 Feb 2025; Accepted: 11 Apr 2025.

Copyright: © 2025 Castillo-Paredes and Ferrari. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Gerson Ferrari, Universidad de Santiago de Chile (USACH), Escuela de Ciencias de la Actividad Física, el Deporte y la Salud, Santiago, Chile, Santiago, Santiago Metropolitan Region (RM), Chile

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.

Research integrity at Frontiers

94% of researchers rate our articles as excellent or good

Learn more about the work of our research integrity team to safeguard the quality of each article we publish.


Find out more