Full Text (PDF)
Review Article

Mobile Technology in Craving Management: A Narrative Review of Opportunities and Challenges

Usha Rani Kandula, Zeenath Sheikh, Jeya Beulah D

Author Information

Licence:

Attribution-Non-commercial 4.0 International (CC BY-NC 4.0)

This license enables reusers to distribute, remix, adapt, and build upon the material in any medium or format for noncommercial purposes only, and only so long as attribution is given to the creator.


Red Flower's Journal of Psychiatric Nursing 14(3):p 105-111, Sept- Dec. 2025. | DOI: 10.21088/jpn.2277.9035.14325.4

How Cite This Article:

Usha Rani Kandula, Zeenath Sheikh, Jeya Beulah D. Mobile Technology in Craving Management: A Narrative Review of Opportunities and Challenges. J Psychiatr Nurs. 2025; 14(3): 105–111.

Timeline

Received : November 17, 2025         Accepted : December 17, 2025          Published : December 30, 2025

Abstract

Mobile technology has emerged as a transformative tool in the management of craving and relapse among individuals with substance use disorders. Craving is a dynamic and multidimensional experience that often precedes relapse, yet traditional clinic-based assessments fail to capture its real-time fluctuations. This narrative review explores how smartphone applications, wearable sensors, and digital health platforms enhance craving management through continuous monitoring, Ecological Momentary Assessment (EMA), and automated interventions. Mobile tools offer immediate coping strategies, personalized feedback, and predictive analytics using digital biomarkers such as sleep patterns, location data, and behavioral changes. These echnologies present significant opportunities, including early detection of relapse risk, improved treatment engagement, greater accessibility, and enhanced self-management. However, challenges such as privacy concerns, limited user adherence, ethical implications of passive monitoring, and variability in app quality must be addressed to ensure safe and effective implementation. Mental health and addiction nurses play a crucial role in integrating these technologies into clinical practice and guiding patients in their use. Overall, mobile echnology holds considerable promise for advancing craving management and supporting long-term recovery, provided that its limitations are carefully managed and future innovations prioritize ethical, evidence-based, and patient-centered approaches.


References

  • 1.   Cless MM, Courchesne-Krak NS, Bhatt KV, Mittal ML, Marienfeld CB. Craving among patients seeking treatment for substance use disorder. Discov Ment Health. 2023;3:23. https://doi.org/10.1007/s44192-023-00049-y.
  • 2.   Guo H, Wang J, Wang S, Zhou J, Wang X. Analysis of factors influencing substance use craving among Chinese substance users. Front Psychiatry. 2022;13. https://doi.org/10.3389/ fpsyt.2022.1070215.
  • 3.   Verzijl CL, Gius B, Schlauch R, Rancourt D. The transdiagnostic role of food craving: An application of substance use models. Appetite. 2022;170:105867. https://doi.org/10.1016/j. appet.2021.105867.
  • 4.   Sayette MA, Shiffman S, Tiffany ST, Niaura RS, Martin CS, Shadel WG. The measurement of drug craving. Addict Abingdon Engl. 2000;95 Suppl 2:S189–210. https://doi. org/10.1080/09652140050111762.
  • 5.   Volkow ND, Michaelides M, Baler R. The Neuroscience of Drug Reward and Addiction. Physiol Rev. 2019;99:2115–40. https://doi. org/10.1152/physrev.00014.2018.
  • 6.   Dichter GS, Damiano CA, Allen JA. Reward circuitry dysfunction in psychiatric and neurodevelopmental disorders and genetic syndromes: animal models and clinical findings. J Neurodev Disord. 2012;4:19. https://doi.org/10.1186/1866-1955-4-19.
  • 7.   Oesterle TS, Hall-Flavin DK, Bormann NL, Loukianova LL, Fipps DC, Breitinger SA, et al. Therapeutic Content of Mobile Phone Applications for Substance Use Disorders: An Umbrella Review. Mayo Clin Proc Digit Health. 2024;2:192–206. https://doi.org/10.1016/j. mcpdig.2024.03.004.
  • 8.   Elfouly T, Alouani A. A Comprehensive Survey on Wearable Computing for Mental and Physical Health Monitoring. Electronics. 2025;14:3443. https://doi.org/10.3390/ electronics14173443.
  • 9.   Toulami M, Ghasemi K, Rafei P, Sangchooli A, Nafissi N, Khojasteh Zonoozi A, et al. Craving self-reports as outcome measures in drug addiction trials: A systematic review of ClinicalTrials.gov. Addict Abingdon Engl. 2025;120:1931–50. https://doi.org/10.1111/ add.70064.
  • 10.   Sawyer-Morris G, Halverson M, Maher KM, Carswell SB, Gordon MS. Implementing realtime assessments of substance use cravings, triggers, and mood: a feasibility study with justice-involved populations. Health Justice. 2025;13:60. https://doi.org/10.1186/s40352- 025-00372-2.
  • 11.   Ploderer B, Smith W, Pearce J, Borland R. A Mobile App Offering Distractions and Tips to Cope With Cigarette Craving: A Qualitative Study. JMIR MHealth UHealth. 2014;2:e23. https://doi.org/10.2196/mhealth.3209.
  • 12.   Anagnostou M, Drigas A. Mobile Applications for stress management. Sci Electron Arch. 2022;15. https://doi. org/10.36560/15220221507.
  • 13.   Saylam B, İncel ÖD. Quantifying Digital Biomarkers for Well-Being: Stress, Anxiety, Positive and Negative Affect via Wearable Devices and Their Time-Based Predictions. Sensors. 2023;23:8987. https://doi. org/10.3390/s23218987.
  • 14.   Webb CA, Ren B, Rahimi-Eichi H, Gillis BW, Chung Y, Baker JT. Personalized prediction of negative affect in individuals with serious mental illness followed using long-term multimodal mobile phenotyping. Transl Psychiatry. 2025;15:174. https://doi. org/10.1038/s41398-025-03394-4.
  • 15.   Serre F, Moriceau S, Donnadieu L, Forcier C, Garnier H, Alexandre J-M, et al. The CravingManager smartphone app designed to diagnose substance use/addictive disorders, and manage craving and individual predictors of relapse: a study protocol for a multicenter randomized controlled trial. Front Psychiatry. 2023;14:1143167. https://doi.org/10.3389/ fpsyt.2023.1143167.
  • 16.   Scott CK, Dennis ML, Gustafson DH. Using smartphones to decrease substance use via self-monitoring and recovery support: study protocol for a randomized control trial. Trials. 2017;18:374. https://doi.org/10.1186/s13063- 017-2096-z.
  • 17.   Lin X, Wu X, Zhu Z, Chen D, Li H, Lin R. Quality and Privacy Policy Compliance of Mental Health Care Apps in China: Cross-Sectional Evaluation Study. J Med Internet Res. 2025;27:e66762. https://doi. org/10.2196/66762.
  • 18.   Serre F, Moriceau S, Donnadieu L, Forcier C, Garnier H, Alexandre J-M, et al. The CravingManager smartphone app designed to diagnose substance use/addictive disorders, and manage craving and individual predictors of relapse: a study protocol for a multicenter randomized controlled trial. Front Psychiatry. 2023;14:1143167. https://doi.org/10.3389/ fpsyt.2023.1143167.
  • 19.   Connolly SL, Kuhn E, Possemato K, Torous J. Digital Clinics and Mobile Technology Implementation for Mental Health Care. Curr Psychiatry Rep. 2021;23:38. https://doi. org/10.1007/s11920-021-01254-8.
  • 20.   Deniz-Garcia A, Fabelo H, Rodriguez-Almeida AJ, Zamora-Zamorano G, Castro-Fernandez M, Alberiche Ruano M del P, et al. Quality, Usability, and Effectiveness of mHealth Apps and the Role of Artificial Intelligence: Current Scenario and Challenges. J Med Internet Res. 2023;25:e44030. https://doi. org/10.2196/44030.
  • 21.   Ramachandran M, Brinton C, Wiljer D, Upshur R, Gray CS. The impact of eHealth on relationships and trust in primary care: a review of reviews. BMC Prim Care. 2023;24:228. https://doi.org/10.1186/s12875-023-02176-5.
  • 22.   Ghadi YY, Shah SFA, Waheed W, Mazhar T, Ahmad W, Saeed MM, et al. Integration of wearable technology and artificial intelligence in digital health for remote patient care. J Cloud Comput. 2025;14:39. https://doi.org/10.1186/ s13677-025-00759-4.
  • 24.   Binkowska AA, Obarska K, Marcowski P, Szymczak K, Lewczuk K, Sollich K, et al. Evaluating the effectiveness of mobile appbased self-guided psychological intervention to reduce craving and lapse risk in problematic substance use and behaviors: Protocol for a randomized control trial in the general population. Contemp Clin Trials Commun. 2023;36:101180. https://doi.org/10.1016/j. conctc.2023.101180.
  • 25.   Shiffman S. Ecological Momentary Assessment (EMA) in Studies of Substance Use. Psychol Assess. 2009;21:486–97. https://doi.org/ 10.1037/a0017074.
  • 26.   Hawker CO, Merkouris SS, Youssef GJ, Dowling NA. A Smartphone-Delivered Ecological Momentary Intervention for Problem Gambling (GamblingLess: Curb Your Urge): Single-Arm Acceptability and Feasibility Trial. J Med Internet Res. 2021;23:e25786. https://doi.org/10.2196/25786.

Data Sharing Statement

There are no additional data available. All raw data and code are available upon request.

Funding

This research received no funding.

Author Contributions

All authors contributed significantly to the work and approve its publication.

Ethics Declaration

This article does not involve any human or animal subjects, and therefore does not require ethics approval.

Acknowledgements

We would like to express our gratitude to the patients, their families, and all those who have contributed to this study.

Conflicts of Interest

No conflicts of interest.


About this article


Cite this article

Usha Rani Kandula, Zeenath Sheikh, Jeya Beulah D. Mobile Technology in Craving Management: A Narrative Review of Opportunities and Challenges. J Psychiatr Nurs. 2025; 14(3): 105–111.


Licence:

Attribution-Non-commercial 4.0 International (CC BY-NC 4.0)

This license enables reusers to distribute, remix, adapt, and build upon the material in any medium or format for noncommercial purposes only, and only so long as attribution is given to the creator.


Received Accepted Published
November 17, 2025 December 17, 2025 December 30, 2025

DOI: 10.21088/jpn.2277.9035.14325.4

Keywords

Mobile Health (mHealth)Craving ManagementSubstance Use DisordersRelapse PreventionDigital BiomarkersEcological Momentary Assessment (EMA)

Article Level Metrics

Last Updated

Monday 26 January 2026, 17:41:24 (IST)


108

Accesses

3
42
00

Citations


NA
NA
NA

Download citation


Article Keywords


Keyword Highlighting

Highlight selected keywords in the article text.


Timeline


Received November 17, 2025
Accepted December 17, 2025
Published December 30, 2025

licence


Attribution-Non-commercial 4.0 International (CC BY-NC 4.0)

This license enables reusers to distribute, remix, adapt, and build upon the material in any medium or format for noncommercial purposes only, and only so long as attribution is given to the creator.


Access this article



Share