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Muellmann S, De Santis KK, Pohlabeln H, Zeeb H. Use and acceptance of video consultation among adults insured by statutory health insurance providers in Germany: A nationwide online survey. Zeitschrift für Evidenz, Fortbildung und Qualität im Gesundheitswesen. 2025 https://doi.org/10.1016/j.zefq.2024.12.008

Muellmann S, Wiersing R, Zeeb H, Brand T. Digital Health Literacy in Adults With Low Reading and Writing Skills Living in Germany: Mixed Methods Study. JMIR Hum Factors. 2025;12:e65345. https://doi.org/10.2196/65345

Muellmann S, Wiersing R, Zeeb H, Brand T. Digital Health Literacy in Adults With Low Reading and Writing Skills Living in Germany: Mixed Methods Study. JMIR Hum Factors. 2025;12:e65345. https://doi.org/10.2196/65345

Muellmann S, Jahnel T, Pedros Barnils N, Pan CC, Gerhardus A. Frameworks for developing and evaluating public health interventions in primary prevention and health promotion: a scoping review. BMC Public Health. 2026;26(1) https://doi.org/10.1186/s12889-026-27174-x

Neter E, Western MJ, Cooper R, Silva AM, Konig LM. Towards bridging the digital divide: training healthcare professionals for digitally inclusive healthcare systems. Glob Health Res Policy. 2025;10(1):31. https://doi.org/10.1186/s41256-025-00433-x

Niess J, Knaving K, Kolb A, Woźniak PW. Exploring Fitness Tracker Visualisations to Avoid Rumination.  22nd International Conference on Human-Computer Interaction with Mobile Devices and Services: Association for Computing Machinery; 2020. p. Article 6. https://doi.org/10.1145/3379503.3405662

Niess J, Woźniak PW. Embracing Companion Technologies. Proceedings of the 11th Nordic Conference on Human-Computer Interaction: Shaping Experiences, Shaping Society; 2020. p. 1-11. https://doi.org/10.1145/3419249.3420134

Niess J, Woźniak PW, Abdelrahman Y, ElAgroudy P, Abdrabou Y, Eckerth C, Diefenbach S, Knaving K. ‘I Don’t Need a Goal’: Attitudes and Practices in Fitness Tracking beyond WEIRD User Groups.  Proceedings of the 23rd International Conference on Mobile Human-Computer Interaction: Association for Computing Machinery; 2021. p. Article 15. https://doi.org/10.1145/3447526.3472062

Niknejad S, Mildner T, Zargham N, Putze S, Malaka R. Level Up or Game Over: Exploring How Dark Patterns Shape Mobile Games.  Proceedings of the International Conference on Mobile and Ubiquitous Multimedia: Association for Computing Machinery; 2024. p. 148–56.

Ochterbeck D, Muellmann S, Gerhardus A, Hrynyschyn R, Graff H, Busse H, Helmer SM. Digital Intervention Components for Preventing and Reducing Substance Use in Adolescents and Emerging Adults: A Comprehensive Scoping Review. J Prev (2022). 2026 https://doi.org/10.1007/s10935-025-00894-3

Pan C-C, De Santis KK, Muellmann S, Hoffmann S, Spallek J, Barnils NP, Ahrens W, Zeeb H, Schüz B. Sociodemographics and Digital Health Literacy in Using Wearables for Health Promotion and Disease Prevention: Cross-Sectional Nationwide Survey in Germany. Journal of Prevention. 2024 https://doi.org/10.1007/s10935-024-00821-y

Pan C-C, Urban M, Schüz B. Unintended Consequences of Digital Behavior Change Interventions. European Journal of Health Psychology. 2024;31(3):141-9. https://doi.org/10.1027/2512-8442/a000149

Papadakis T, Ferguson SG, Schuz B. Within-Day Variability in Negative Affect Moderates Cue Responsiveness in High-Calorie Snacking. Front Psychol. 2020;11:590497. https://doi.org/10.3389/fpsyg.2020.590497

Pedrós Barnils N, Schüz B. Facilitating subgroup identification: the use of decision trees in breast cancer screening uptake. European Journal of Public Health. 2024;34(Supplement_3) https://doi.org/10.1093/eurpub/ckae144.583

Prinzler MHU, Schröder C, Zaidawi SMKA, Zachmann G, Maneth S. Visualizing Prediction Correctness of Eye Tracking Classifiers.  ACM Symposium on Eye Tracking Research and Applications. Virtual Event, Germany: Association for Computing Machinery; 2021. p. Article 10. https://doi.org/10.1145/3448018.3457997

Saleem M, Kühne L, De Santis K, Christianson L, Brand T, Busse H. Navigating the complexity of User Engagement: need for normative evaluations in digital interventions. European Journal of Public Health. 2024;34(Supplement_3) https://doi.org/10.1093/eurpub/ckae144.132

Saleem M, Kühne L, De Santis KK, Christianson L, Brand T, Busse H. Understanding Engagement Strategies in Digital Interventions for Mental Health Promotion: Scoping Review. JMIR Mental Health. 2021;8(12):e30000. https://doi.org/10.2196/30000

Samkange-Zeeb F, Borisova L, Padilla B, Bradby H, Phillimore J, Zeeb H, Brand T. Superdiversity, migration and use of internet-based health information – results of a cross-sectional survey conducted in 4 European countries. BMC Public Health. 2020;20(1) https://doi.org/10.1186/s12889-020-09329-6

Samkange-Zeeb F, Singh H, Lakeberg M, Kolschen J, Schuz B, Christianson L, De Santis KK, Brand T, Zeeb H. Health Literacy Needs Among Unemployed Persons: Collating Evidence Through Triangulation of Interview and Scoping Review Data. Front Public Health. 2022;10:798797. https://doi.org/10.3389/fpubh.2022.798797

Schüz B, Jones C. Mis- and disinformation in social media: mitigating risks in digital health communication. Bundesgesundheitsblatt-Gesundheitsforschung-Gesundheitsschutz. 2024:8. https://doi.org/10.1007/s00103-024-03836-2

Schüz B, Urban M. Unerwünschte Effekte digitaler Gesundheitstechnologien: Eine Public-Health-Perspektive. Bundesgesundheitsblatt - Gesundheitsforschung - Gesundheitsschutz. 2020;63(2):192-8. https://doi.org/10.1007/s00103-019-03088-5

Seibert K, Domhoff D, Huter K, Krick T, Rothgang H, Wolf-Ostermann K. Application of digital technologies in nursing practice: Results of a mixed methods study on nurses’ experiences, needs and perspectives. Zeitschrift für Evidenz, Fortbildung und Qualität im Gesundheitswesen. 2020;158-159:94-106. https://doi.org/10.1016/j.zefq.2020.10.010

Shrestha R, Hasselder P, Bolte G. Digitally supported participation in the nexus between public health and urban planning. Bundesgesundheitsblatt-Gesundheitsforschung-Gesundheitsschutz. 2024:8. https://doi.org/10.1007/s00103-024-03838-0

Shrestha R, Telkmann K, Schüz B, Koju P, Shrestha R, Karmacharya B, Bolte G. Measuring Environmental Justice in Real Time: A Pilot Study Using Digital Participatory Method in the Global South, Nepal. International Journal of Environmental Research and Public Health. 2022;19(8):4752. https://doi.org/10.3390/ijerph19084752

Silva AM, Ventura M, Medina C, Zeeb H. SUSData, proporcionalidade e equidade em saúde: dados trabalhando pelo direito à saúde digital no Sistema Único de Saúde. Revista de Direito Sanitário. 2025;25(1) https://doi.org/10.11606/issn.2316-9044.rdisan.2025.231541

Sina E, Boakye D, Christianson L, Ahrens W, Hebestreit A. Social Media and Children's and Adolescents' Diets: A Systematic Review of the Underlying Social and Physiological Mechanisms. Advances in Nutrition. 2022 https://doi.org/10.1093/advances/nmac018

Singh B, Ahmed M, Staiano AE, Gough C, Petersen J, Vandelanotte C, Kracht C, Huong C, Yin Z, Vasiloglou MF, Pan C-C, Short CE, McLaughlin M, Von Klinggraeff L, Pfledderer CD, Moran LJ, Button AM, Maher CA. A systematic umbrella review and meta-meta-analysis of eHealth and mHealth interventions for improving lifestyle behaviours. npj Digital Medicine. 2024;7(1) https://doi.org/10.1038/s41746-024-01172-y

Steinert L. A Multimodal Engagement-Aware Recommender System for People with Dementia. 9th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW); 2021. p. 1-5. https://doi.org/10.1109/aciiw52867.2021.9666306

Steinert L, Putze F, Küster D, Schultz T. Audio-Visual Recognition of Emotional Engagement of People with Dementia.  Proceedings of the 22nd Annual Conference of the International Speech Communication Association (INTERSPEECH 2021): ISCA; 2021. p. 1024-8. https://doi.org/10.21437/Interspeech.2021-567

Steinert L, Putze F, Küster D, Schultz T. Predicting Activation Liking of People With Dementia. Frontiers in Computer Science. 2022;3 https://doi.org/10.3389/fcomp.2021.770492

Summa L, Mansmann U, Buchner B, Schnebbe M. Big Data in der Medizin: Konzeptionelle, rechtliche und ethische Aspekte. Freiburg; München: Verlag Karl Alber; 2020.

Szinay D, Forbes CC, Busse H, DeSmet A, Smit ES, Konig LM. Is the uptake, engagement, and effectiveness of exclusively mobile interventions for the promotion of weight-related behaviors equal for all? A systematic review. Obes Rev. 2023;24(3):e13542. https://doi.org/10.1111/obr.13542

Unsworth H, Dillon B, Collinson L, Powell H, Salmon M, Oladapo T, Ayiku L, Shield G, Holden J, Patel N, Campbell M, Greaves F, Joshi I, Powell J, Tonnel A. The NICE Evidence Standards Framework for digital health and care technologies - Developing and maintaining an innovative evidence framework with global impact. Digit Health. 2021;7:20552076211018617. https://doi.org/10.1177/20552076211018617

Vergeld V, Wienert J, Reinwand DA, Tan SL, Lippke S. An 8‐Week Study on Social‐Cognitive Variables for Physical Activity and Fruit and Vegetable Intake: Are there Stage Transitions? Applied Psychology: Health and Well-Being. 2021;13(1):109-28. https://doi.org/10.1111/aphw.12218

Villa S, Niess J, Eska B, Schmidt A, Machulla T-K. Assisting Motor Skill Transfer for Dance StudentsUsing Wearable Feedback. 2021 International Symposium on Wearable Computers; 2021. p. 38-42. https://doi.org/10.1145/3460421.3478817

Voit A, Niess J, Eckerth C, Ernst M, Weingärtner H, Woźniak PW. ‘It’s not a romantic relationship’: Stories of Adoption and Abandonment of Smart Speakers at Home. 19th International Conference on Mobile and Ubiquitous Multimedia; 2020. p. 71-82.

Wienert J, Jahnel T, Maass L. What are Digital Public Health Interventions? First Steps Toward a Definition and an Intervention Classification Framework. J Med Internet Res. 2022;24(6):e31921. https://doi.org/10.2196/31921

Wienert J, Zeeb H. Implementing Health Apps for Digital Public Health - An Implementation Science Approach Adopting the Consolidated Framework for Implementation Research. Front Public Health. 2021;9:610237. https://doi.org/10.3389/fpubh.2021.610237

Wolf-Ostermann K, Rothgang H. Digital technologies in nursing-what can they achieve? Bundesgesundheitsblatt-Gesundheitsforschung-Gesundheitsschutz. 2024:8. https://doi.org/10.1007/s00103-024-03843-3

Wong BLH, Maaß L, Vodden A, Van Kessel R, Sorbello S, Buttigieg S, Odone A. The dawn of digital public health in Europe: Implications for public health policy and practice. The Lancet Regional Health - Europe. 2022;14:100316. https://doi.org/10.1016/j.lanepe.2022.100316

Woźniak PW, Karolus J, Lang F, Eckerth C, Schöning J, Rogers Y, Niess J. Creepy Technology:What Is It and How Do You Measure It? : Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems; 2021. p. 1-13. https://doi.org/10.1145/3411764.3445299

Woźniak PW, Kucharski PP, Graaf MMAd, Niess J. Exploring Understandable Algorithms to Suggest Fitness Tracker Goals that Foster Commitment.  Proceedings of the 11th Nordic Conference on Human-Computer Interaction: Shaping Experiences, Shaping Society: Association for Computing Machinery; 2020. p. Article 35. https://doi.org/10.1145/3419249.3420131

Woźniak PW, Zbytniewska M, Kiss F, Niess J. Making Sense of Complex Running Metrics Using a Modified Running Shoe. Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems; 2021. p. 1-11. https://doi.org/10.1145/3411764.3445506

Zeeb H, Muellmann S, Schüz B. Anforderungen und Möglichkeiten von Digitalisierung in der Verhaltens- und Verhältnisprävention. In: Fischer F, Wrona KJ, editors. Technologiegestützte Ansätze in der Community-basierten Prävention und Gesundheitsförderung. Berlin, Heidelberg: Springer Berlin Heidelberg; 2025. p. 35-49. https://doi.org/10.1007/978-3-662-71115-6_3

Zeeb H, Pigeot I, Schüz B. Digital Public Health - ein Überblick. Bundesgesundheitsblatt - Gesundheitsforschung - Gesundheitsschutz. 2020;63(2):137-44. https://doi.org/10.1007/s00103-019-03078-7

Zeeb H, Pigeot I, Schüz B. Digital Public Health – Rasanter technischer Fortschritt, aber viele offene Public-Health-Fragen. Bundesgesundheitsblatt - Gesundheitsforschung - Gesundheitsschutz. 2020;63(2):135-6. https://doi.org/10.1007/s00103-020-03092-0

Zeeb H, Wienert J, Jahnel T, Gerhardus A. Digitale Gesundheitsversorgung - Chancen und Risiken mit Blick auf die Daseinsvorsorge. In: Lühr H, editor. Digitale Daseinsvorsorge – Bremer Gespräche zur digitalen Staatskunst. Bremen: Kellner Verlag; 2020. p. 208-15.

Zeeb H, Wienert J, Jahnel T, Shrestha R. Editorial: Implementation of Evidence-Based Digital Health Interventions to Support Public Health. Frontiers in Public Health. 2022;10 https://doi.org/10.3389/fpubh.2022.913150