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10.3280/PR2026-063002

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Unstructured Citation

American Psychological Association (APA) (2024). Guidelines on the use of AI in psychological practice. Washington, DC: Author.


Unstructured Citation

Andolfi M. (2003). Il terapeuta familiare. Roma: Carocci.


Unstructured Citation

Balan R., Dobrean A., Poetar C.R. (2024). Use of automated conversational agents in improving young population mental health: A scoping review. npj Digital Medicine, 7: 75.

https://doi.org/10.1038/s41746-024-01072-1


Unstructured Citation

Barak A., Hen L., Boniel-Nissim M., Shapira N. (2008). A comprehensive review and a meta-analysis of the effectiveness of internet-based psychotherapeutic interventions. Journal of Technology in Human Services, 26: 109-160.

https://doi.org/10.1080/15228830802094429


Unstructured Citation

Beatty L., Lambert S., Cheung Y.B., Jibb L., Aggarwal J. (2022). Evaluating the therapeutic alliance with a free-text CBT conversational agent (Wysa): A mixed-methods study. Frontiers in Digital Health, 4:

https://doi.org/10.3389/fdgth.2022.847991


Unstructured Citation

Beebe B., Lachmann F.M. (2002). Infant research and adult treatment: Co-constructing interactions. Hillsdale, NJ: The Analytic Press (trad. it.: La mente interattiva. Dall’infanzia alla psicoanalisi. Milano: Raffaello Cortina, 2008).


Unstructured Citation

Bender E.M., Gebru T., McMillan-Major A., Shmitchell S. (2021). On the dangers of stochastic parrots: Can language models be too big? In Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency (FAccT ‘21) (pp. 610–623). New York: ACM.

https://doi.org/10.1145/3442188.3445922


Unstructured Citation

Boscolo L., Cecchin G., Hoffman L., Penn P. (1987). Milano: La terapia sistemica in evoluzione. Torino: Bollati Boringhieri.


Unstructured Citation

Boscolo L., Bertrando P. (1993). La terapia sistemica individuale. Torino: Bollati Boringhieri.


Unstructured Citation

Bubeck S., Chandrasekaran V., Eldan R., Gehrke J., Horvitz E., Kamar E., Lee P., Lee Y.T., Li Y., Lundberg S., Nori H., Palangi H., Ribeiro M.T., Zhang Y., (2023). Sparks of artificial general intelligence: Early experiments with GPT-4. arXiv preprint arXiv:2303.12712.


Unstructured Citation

Cecchin G. (1992). Irreverence: A strategy for therapists’ survival. London: Karnac.


Unstructured Citation

Cheng J., Tsai C. (2017). Therabot: Development of an empathic chatbot for mental health support. In Proceedings of the 2017 CHI Conference Extended Abstracts on Human Factors in Computing Systems (pp. 1235–1242). New York: ACM.


Unstructured Citation

Consiglio Nazionale dell’Ordine degli Psicologi (CNOP) (2023). Linee di indirizzo sull’uso dell’intelligenza artificiale in psicologia. Roma: CNOP.


Unstructured Citation

Draelos R.L., Afreen S., Blasko B., Brazile T.L., Chase N., Desai D.P., Evert J., Gardner H.L., Herrmann L., House A., Vaikom K., Stephanie K., Kavan M., Khemani K., Koire A., McDonald L.M., Rabeeah Z., Shah A. (2026). Large language models provide unsafe answers to patient-posed medical questions. NPJ Digital Medicine, 9: 241.

https://doi.org/10.1038/s41746-026-02428-5


Unstructured Citation

Elkaïm M. (2004). The feelings of the psychotherapist: Systemic approach and resonance. Journal of Family Therapy, 26: 123-140.


Unstructured Citation

Eubanks C.F., Muran J.C., Safran J.D. (2018). Alliance rupture repair: A meta-analysis. Psychotherapy, 55: 508-519.

https://doi.org/10.1037/pst0000185


Unstructured Citation

European Parliament & Council (2024). Regulation (EU) 2024/1689 of the European Parliament and of the Council of 12 July 2024 laying down harmonised rules on Artificial Intelligence (Artificial Intelligence Act). Official Journal of the European Union. https://eur-lex.europa.eu/eli/reg/2024/1689/oj


Unstructured Citation

Fang C.M., Liu A.R., Danry V., Lee E., Chan S.W.T., Pataranutaporn P., Maes P., Phang J., Lampe M., Ahmad L., Agarwal S. (2025). How AI and human behaviors shape psychosocial effects of extended chatbot use: A longitudinal randomized controlled study. arXiv preprint arXiv:2503.17473, 1-24.

https://doi.org/10.21203/rs.3.rs-8148142/v1


Unstructured Citation

Flückiger C., Del Re A.C., Wampold B.E., Horvath A.O. (2018). The alliance in adult psychotherapy: A meta-analytic synthesis. Psychotherapy, 55: 316-340.

https://doi.org/10.1037/pst0000172


Unstructured Citation

Fulmer R., Joerin A., Gentile B., Lakerink L., Rauws M. (2018). Using psychological artificial intelligence (Tess) to relieve symptoms of depression and anxiety: Randomized controlled trial. JMIR Mental Health, 5: 64.

https://doi.org/10.2196/mental.9782


Unstructured Citation

Gallagher S. (2000). Philosophical conceptions of the self: Implications for cognitive science. Trends in Cognitive Sciences, 4: 14-21.

https://doi.org/10.1016/S1364-6613(99)01417-5


Unstructured Citation

Grand View Research (2024). Mental health apps market size, share & trends analysis report, 2024–2033. San Francisco: Grand View Research.


Unstructured Citation

Hertz D., Raveendhran R. (2023). Large language models and the psychology of persuasion. Harvard Business Review, 101: 88-97.


Unstructured Citation

High-Level Expert Group on AI (HLEG) (2019). Ethics Guidelines for Trustworthy AI. Brussels: European Commission.


Unstructured Citation

Lini G., Bertrando P. (2020). Finding one’s place: Emotions and positioning in systemic-dialogical therapy. Journal of Family Therapy, 42: 498-514.

https://doi.org/10.1111/1467-6427.12267


Unstructured Citation

Lopez A., Schwenk S., Schneck C.D., Griffin R.J., Mishkind M.C. (2019). Technology-based mental health treatment and the impact on the therapeutic alliance. Current Psychiatry Reports, 21: 76.

https://doi.org/10.1007/s11920-019-1055-7


Unstructured Citation

Mozilla Foundation (2023). Privacy Not Included: Mental health apps. Mountain View. CA: Mozilla Foundation.


Unstructured Citation

NICE (2025). Early Value Assessment: Wysa for depression and anxiety in adults. London: National Institute for Health and Care Excellence.


Unstructured Citation

Osservatorio Artificial Intelligence - Politecnico di Milano (2024). Il mercato dell’AI in Italia 2024. Milano: Politecnico di Milano.


Unstructured Citation

Politecnico di Milano - Osservatorio Sanità Digitale (2024). Sanità digitale 2024: Cittadini e generative AI in sanità. Milano: Politecnico di Milano.


Unstructured Citation

Przybylski A.K., Murayama K., DeHaan C.R., Gladwell V. (2013). Motivational, emotional, and behavioral correlates of fear of missing out. Computers in Human Behavior, 29: 1841-1848.

https://doi.org/10.1016/j.chb.2013.02.014


Unstructured Citation

Rollwage M., Habicht J., Juchems K., Carrington B., Hauser T.U., Harper R. (2024). Conversational AI facilitates mental health assessments and is associated with improved recovery rates. BMJ Innovations, 10: 1-2.

https://doi.org/10.1136/bmjinnov-2023-001110


Unstructured Citation

Safran J.D., Muran J.C. (2000). Negotiating the therapeutic alliance: A relational treatment guide. New York: Guilford Press.


Unstructured Citation

Salvi F., Ribeiro M.H., Gallotti R., West R. (2025). On the conversational persuasiveness of GPT-4. Nature Human Behaviour, 9.

https://doi.org/10.1038/s41562-025-02194-6


Unstructured Citation

Schore A.N. (2012). The science of the art of psychotherapy. New York: W. W. Norton (trad. it.: Affetti e regolazione dello sviluppo del sé. Milano: Raffaello Cortina, 2008).


Unstructured Citation

Stanford Institute for Human-Centered AI (HAI) (2025). Safety and appropriateness of therapy chatbots: Report 2025. Stanford: Stanford University.


Unstructured Citation

Stern D.N. (1985). The interpersonal world of the infant. New York: Basic Books (trad it: Il mondo interpersonale del bambino. Torino: Bollati Boringhieri, 1987).


Unstructured Citation

Tomm K. (1987). Interventive interviewing: Part III. Intending to ask lineal, circular, reflexive, or strategic questions. Family Process, 26: 167-183.

https://doi.org/10.1111/j.1545-5300.1987.00167.x


Unstructured Citation

Turkle S. (2011). Alone together: Why we expect more from technology and less from each other. New York: Basic Books.


Unstructured Citation

Vaswani, A., Shazeer, N., Parmar, N., Uszkoreit, J., Jones, L., Gomez, A. N., Kaiser, L., & Polosukhin, I. (2017). Attention is all you need. In Advances in Neural Information Processing Systems (Vol. 30, pp.5998–6008). Curran Associates.


Unstructured Citation

Wind T.R., Rijkeboer M., Andersson G., Riper H. (2020). The COVID-19 pandemic: The “black swan” for mental health care and a turning point for e-health. Internet Interventions, 20: 100317.

https://doi.org/10.1016/j.invent.2020.100317


Unstructured Citation

Zhong W., Luo J., Zhang H. (2024). The therapeutic effectiveness of artificial intelligence-based chatbots in alleviation of depressive and anxiety symptoms in short-course treatments: A systematic review and meta-analysis. Journal of Affective Disorders, 356: 459-469.

https://doi.org/10.1016/j.jad.2024.04.057


Unstructured Citation

Zhou X., Li Y. (2023). Cognitive empathy in large language models: Capabilities and limits. Computational Linguistics, 49: 987-1012.