Highlight publications
Bardus, M, van Beurden, SB, Smith, JR & Abraham, C 2016, 'A review and content analysis of engagement, functionality, aesthetics, information quality, and change techniques in the most popular commercial apps for weight management', International Journal of Behavioral Nutrition and Physical Activity, vol. 13, no. 1, 35. https://doi.org/10.1186/s12966-016-0359-9
Bardus, M, Daccache, M, Maalouf, N, Al Sarih, R & Elhajj, I 2022, 'Data management and privacy policy of COVID-19 contact-tracing apps: systematic review and content analysis', JMIR mHealth and uHealth, vol. 10, no. 7, e35195. https://doi.org/10.2196/35195
Bardus, M, El Rassi, R, Chahrour, M, Akl, EW, Raslan, AS, Meho, LI & Akl, EA 2020, 'The use of social media to increase the impact of health research: Systematic review', Journal of Medical Internet Research, vol. 22, no. 7, e15607. https://doi.org/10.2196/15607
Benny, ME, Kabakian-Khasholian, T, El-Jardali, F & Bardus, M 2021, 'Application of the ehealth literacy model in digital health interventions: scoping review', Journal of Medical Internet Research, vol. 23, no. 6, e23473. https://doi.org/10.2196/23473
Terhorst, Y, Philippi, P, Sander, LB, Schultchen, D, Paganini, S, Bardus, M, Santo, K, Knitza, J, Machado, GC, Schoeppe, S, Bauereiß, N, Portenhauser, A, Domhardt, M, Walter, B, Krusche, M, Baumeister, H & Messner, EM 2020, 'Validation of the Mobile Application Rating Scale (MARS)', PLoS ONE, vol. 15, no. 11 November, e0241480. https://doi.org/10.1371/journal.pone.0241480
Recent publications
Article
Perry, BI, Osimo, EF, Si, S, Hitchins, KVB, Lewis, C, Laws, B, Griffin, SJ, Khandaker, GM, Murray, GK, Shiers, D, Chew-Graham, CA, Jones, PB, Denniston, AK, Bardus, M, Jowett, S, Walsh, AEL, Arshad, S, Formanek, T, Pillinger, T, McCutcheon, RA, Holt, RIG, Heyse, S, Rambousek, M, Whiteley, K, Upthegrove, R, Ensor, J & The PsyMetRiC Network 2026, 'Cardiometabolic prediction models for young people with psychosis spectrum disorders in the UK (PsyMetRiC 2.0): a retrospective, multicohort clinical prediction model study', The Lancet Psychiatry. https://doi.org/10.1016/S2215-0366(25)00398-0
Habib-Mourad, C, Maliha, C, Kassis, A, Tailfeathers, D, Bardus, M, Haji, E, AlTarazi, L, Totah, S & Hwalla, N 2026, 'Successes and challenges of an online based nutrition awareness program in 9-11-year-old children in four Arab countries: The Ajyal Salima digital platform qualitative study', PLOS One, vol. 21, no. 3, e0325583. https://doi.org/10.1371/journal.pone.0325583
Fares, E-J, Abou Mourad, M, Bardus, M, Zaki, S & Chamieh, MC 2025, 'Association between physical activity, socioeconomic status, blood biomarkers, and diet in lebanese adults', PLOS One, vol. 20, no. 4, e0321884. https://doi.org/10.1371/journal.pone.0321884
Bardus, M, Martin, J & Ward, D 2025, 'Generative AI tools among applied health research students: the GROWL initiative', Education in Practice, vol. 6, no. 1, pp. 84-94. <https://bham.sharepoint.com/sites/aseddev/Shared%20Documents/EiP%20Journal%20Vol%206.1/08_Bardus_EIP_6.1%20Spring%202025.pdf?csf=1&web=1&e=Q0ajqQ>
Simba And CoMICs, Elhariry, M, Malhotra, K, Goyal, K, Bardus, M & Kempegowda, P 2024, 'A SIMBA CoMICs Initiative to Cocreating and Disseminating Evidence-Based, Peer-Reviewed Short Videos on Social Media: Mixed Methods Prospective Study', JMIR Medical Education, vol. 10, e52924. https://doi.org/10.2196/52924
Paper
Alghamdi, A, Bardus, M & Elmusharaf, K 2026, 'Are GCC Countries Integrating Digital Technologies into Physical Activity Policy? A Policy Analysis', Paper presented at Towards Unity for Health TUFH Conference 2026 Philippines, Manila, Philippines, 4/08/26 - 7/08/26.
Bardus, M, Sieverding, M, R. Lteif, M, Jaber, S & Abdulrahim, S 2026, 'Co-creating and evaluating a Telegram-based chatbot to encourage family planning among vulnerable women in Lebanon', Paper presented at Building Capability in Behavioural Research 2026 Conference, Birmingham, United Kingdom, 30/06/26 - 30/06/26.
Bardus, M, Helmes-Guizon, A, Bardfield, LS, Evans, WD, Rundle-Thiele, S & French, J 2026, 'Generative AI for Creative Development: From Briefs to Action', Paper presented at 7th European Social Marketing Conference (ESMC 2026) Montpellier 2026, Montpellier, France, 8/07/26 - 10/07/26.
Bardus, M, Ward, D, Laws, E, Webb, C, Cooner, T, Miller, R, van Ede, A, Bruijnzeels, M, Spruit, M, van Dijk, B & Millar, R 2026, 'How can we use AI to integrate community health and social care responsibly and ethically?', Paper presented at 26th International Conference on Integrated Care (ICIC26), Birmingham, United Kingdom, 13/04/26 - 15/04/26.
Bardus, M, Rundle-Thiele, S, French, J, Helmes-Guizon, A & Evans, WD 2025, 'ChatGPT as a Partner in Social Marketing Creative Production', Paper presented at 9th World Social Marketing Conference, Alicante, Spain, 5/11/25 - 7/11/25.
Sun, Z, Bardus, M, Alpion, G, Greenfield, S & Shah, K 2025, 'Co-Designing a Digital Campaign to Tackle Diabetes Stigma with Stakeholders', Paper presented at 9th World Social Marketing Conference, Alicante, Spain, 5/11/25 - 7/11/25.
Bardus, M, Sieverding, M, R. Lteif, M, Jaber, S & Abdulrahim, S 2025, 'Promoting Family Planning via mHealth among Vulnerable Groups in Lebanon', Paper presented at 9th World Social Marketing Conference, Alicante, Spain, 5/11/25 - 7/11/25.
Poster
Turner, AM, Sajid, A, Luzewski, L & Bardus, M 2026, 'ASM@: A co-designed digital prototype for accessible asthma self-management', European Respiratory Society ERS Congress 2026, Barcelona, Spain, 5/09/26 - 9/09/26.
Review article
Ballavenuto, JMA, Tongtip, N, Fischer, NLS & Bardus, M 2025, 'Wearable devices, ischemic heart disease and cardiovascular outcomes: A systematic review and meta-analysis', Maturitas, vol. 193, 108186. https://doi.org/10.1016/j.maturitas.2024.108186
Evans, WD, Bardus, M & French, J 2024, 'A Vision of the Future: Harnessing Artificial Intelligence for Strategic Social Marketing', Businesses, vol. 4, no. 2, pp. 196-210. https://doi.org/10.3390/businesses4020013
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