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Mobile-based ecological momentary assessment and intervention: bibliometric analysis.

Hongfan Yin¹, Hanjing Zhu², Jia Gu¹

¹School of Nursing, Shanghai Jiao Tong University, Shanghai, China.

Frontiers in Psychiatry

|March 12, 2024

Summary

This bibliometric study reviews mobile-based Ecological Momentary Assessment (EMA) and Ecological Momentary Intervention (EMI) research. Key topics include mental health and health behaviors, with future trends in tailored interventions and digital phenotyping.

Keywords:

ambulatory assessment bibliometric analysis ecological momentary assessment ecological momentary intervention mobile technology

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Area of Science:

Digital Health
Behavioral Science
Bibliometrics

Background:

Mobile-based Ecological Momentary Assessment (EMA) and Ecological Momentary Intervention (EMI) are increasingly important in health research.
Understanding the evolution and trends in this field is crucial for future development.

Purpose of the Study:

To review existing literature on mobile-based EMA and EMI.
To provide an overview of current hot topics.
To predict future development trends in the field.

Main Methods:

A bibliometric study was conducted using 2222 publications from 1992-2023.
Data was sourced from the Web of Science Core Collection.
Biblioshiny and CiteSpace were used for analysis of scientific productions, leading sources, authors, affiliations, documents, keywords, and trend topics.

Main Results:

Scholarly publications in mobile-based EMA and EMI have increased significantly, especially in the last decade.
The United States, Germany, and the Netherlands are leading countries in research output.
Hot topics identified include mental health, health behaviors, and feasibility, with emerging trends in tailored interventions, just-in-time adaptive interventions (JITAI), and digital phenotyping.

Conclusions:

Mobile-based EMA and EMI show significant potential for improving health behaviors and mental health.
Implementation requires careful consideration of feasibility and reactivity.
Future research should focus on EMA-tailored EMI, JITAI, digital phenotyping, and multidisciplinary cooperation.