Allegheny County Department of Human Services. (n.d.). Allegheny Family Screening Tool. Allegheny County.
Google Scholar

BBC News. (2023, July 3). Robodebt: Illegal Australian welfare hunt drove people to despair.
Google Scholar

Bory, P., Natale, S., Katzenbach, C. (2025). Strong and weak AI narratives: an analytical framework. AI & SOCIETY, 40(4), 2107–2117. https://doi.org/10.1007/s00146-024-02087-8 DOI: https://doi.org/10.1007/s00146-024-02087-8
Google Scholar

Bunnell, D. J., Bondy, M. J., Fromtling, L. M., Ludeman, E., Gourab, K. (2025). Bridging AI and Healthcare: A Scoping Review of Retrieval-Augmented Generation–Ethics, Bias, Transparency, Improvements, and Applications. medRxiv, 2025-04. https://doi.org/10.1101/2025.04.01.25325033 DOI: https://doi.org/10.1101/2025.04.01.25325033
Google Scholar

Cook, L. L. (2020). Storytelling among child welfare social workers: Constructing professional role and resilience through team talk. Qualitative Social Work, 19(5–6), 968–986. https://doi.org/10.1177/1473325019865014 DOI: https://doi.org/10.1177/1473325019865014
Google Scholar

Cook, L., Gregory, M. (2020). Making sense of sensemaking: Conceptualising how child and family social workers process assessment information. Child Care in Practice, 26(2), 182–195. https://doi.org/10.1080/13575279.2019.1685458 DOI: https://doi.org/10.1080/13575279.2019.1685458
Google Scholar

Cuccaro-Alamin, S., Foust, R., Vaithianathan, R., Putnam-Hornstein, E. (2017). Risk assessment and decision making in child protective services: Predictive risk modeling in context. Children and Youth Services Review, 79, 291–298. https://doi.org/10.1016/j.childyouth.2017.06.027 DOI: https://doi.org/10.1016/j.childyouth.2017.06.027
Google Scholar

Fook, J. (2002). Social Work: Critical Theory and Practice. SAGE.
Google Scholar

Gattupalli, S., Maloy, R. W., Edwards, S. A. (2023). Prompt literacy: A pivotal educational skill in the age of AI. Educational Technology & Society. https://doi. org/10.7275/3498-wx48
Google Scholar

Ixer, G. (2016). The concept of reflection: is it skill based or values?. Social Work Education, 35(7), 809–824. https://doi.org/10.7275/3498-wx48 DOI: https://doi.org/10.1080/02615479.2016.1193136
Google Scholar

Jørgensen, A. M., Nissen, M. A. (2022). Making sense of decision support systems: Rationales, translations and potentials for critical reflections on the reality of child protection. Big Data & Society, 9(2), 20539517221125163. https://doi.org/10.1177/20539517221125163 DOI: https://doi.org/10.1177/20539517221125163
Google Scholar

Kędzia, P., Ledzion, B. (2025). Integracja modeli gen AI z bazami dokumentów. W: K. Olejniczak, D. Batorski, J. Pokorski (red.), Generatywna AI w badaniach. Praktyczne zastosowania w ewaluacji polityk publicznych (s. 35–63). Polska Agencja Rozwoju Przedsiębiorczości.
Google Scholar

Lehtiniemi, T. (2024). Contextual social valences for artificial intelligence: Anticipation that matters in social work. Information, Communication & Society, 27(6), 1110–1125. https://doi.org/10.1080/1369118X.2023.2234987 DOI: https://doi.org/10.1080/1369118X.2023.2234987
Google Scholar

Liu, Z. (2021). Sociological perspectives on artificial intelligence: A typological reading. Sociology Compass, 15(3), e12851. https://doi.org/10.1111/soc4.12851 DOI: https://doi.org/10.1111/soc4.12851
Google Scholar

Manning, S. S. (1997). The social worker as moral citizen: Ethics in action. Social Work, 42(3), 223–230. DOI: https://doi.org/10.1093/sw/42.3.223
Google Scholar

Mills, Ch. W. (2007). Wyobraźnia socjologiczna. Tłum. M. Bucholc. Wydawnictwo Naukowe PWN.
Google Scholar

Necel, R. (2022). Rzecznictwo wybranych problemów społecznych z perspektywy socjologicznej. Wydawnictwo Naukowe UAM.
Google Scholar

Neha, F., Bhati, D., Shukla, D. K. (2025). Retrieval-Augmented Generation (RAG) in Healthcare: A Comprehensive Review. AI, 6(9), 226. https://doi.org/10.3390/ai6090226 DOI: https://doi.org/10.3390/ai6090226
Google Scholar

Ngoc-Thanh Nguyen, X., Ngoc Vo, S., Pham, H. A. (2024, June). Mental Chatbot Application Using Retrieval Augmented Generation. W: International Conference on Inventive Communication and Computational Technologies (s. 363–375). Springer Nature Singapore. DOI: https://doi.org/10.1007/978-981-97-7710-5_27
Google Scholar

Olejniczak, K., Batorski, D., Pokorski, J. (red.). (2025). Generatywna AI w badaniach. Praktyczne zastosowania w ewaluacji polityk publicznych [Generative AI in research. Practical applications in public policy evaluation]. Polska Agencja Rozwoju Przedsiębiorczości.
Google Scholar

Perron, B. E., Hiltz, B. S., Khang, E. M., Savas, S. A. (2025). AI-enhanced social work: Developing and evaluating retrieval-augmented generation (RAG) support systems. Journal of Social Work Education, 61(1), 3–13. https://doi.org/10.1080/10437797.2024.2411172 DOI: https://doi.org/10.1080/10437797.2024.2411172
Google Scholar

Price, H., Deveci, Y. (2022). ‘One size does not fit all’: understanding the situated nature of reflective practices. Journal of Social Work Practice, 36(2), 227–240. https://doi.org/10.1080/02650533.2022.2058920 DOI: https://doi.org/10.1080/02650533.2022.2058920
Google Scholar

Reamer, F. G. (2023a). Artificial intelligence in social work: Emerging ethical issues. International Journal of Social Work Values and Ethics, 20(2), 52–71. https://doi.org/10.55521/10-020-205 DOI: https://doi.org/10.55521/10-020-205
Google Scholar

Reamer, F. G. (2023b). Risk management in the behavioral health professions: A practical guide to preventing malpractice and licensing-board complaints. Columbia University Press. DOI: https://doi.org/10.7312/ream20830
Google Scholar

Rinta-Kahila, T., Someh, I., Gillespie, N., Indulska, M., Gregor, S. (2024). Managing unintended consequences of algorithmic decision-making: The case of Robodebt. Journal of Information Technology Teaching Cases, 14(1), 165–171. https://doi.org/10.1177/20438869231165538 DOI: https://doi.org/10.1177/20438869231165538
Google Scholar

Schneider, D., Seelmeyer, U. (2019). Challenges in using big data to develop decision support systems for social work in Germany. Journal of Technology in Human Services, 37(2–3), 113–128. https://doi.org/10.1080/15228835.2019.1614513 DOI: https://doi.org/10.1080/15228835.2019.1614513
Google Scholar

Segal, M. (2026). Social workers’ evaluation of ChatGPT for solving ethical dilemmas within the limits of confidentiality. Journal of Social Work Practice, 40(1), 5–18. https://doi.org/10.1080/02650533.2025.2480092 DOI: https://doi.org/10.1080/02650533.2025.2480092
Google Scholar

Sicora, A., Taylor, B. J., Alfandari, R., Enosh, G., Helm, D., Killick, C., ... Whittaker, A. (2021). Using intuition in social work decision making. European Journal of Social Work, 24(2), 1–16. https://doi.org/10.1080/13691457.2021.1918066 DOI: https://doi.org/10.1080/13691457.2021.1918066
Google Scholar

Szatur-Jaworska, B. (2023a). Cyfryzacja – wyzwania dla pracy socjalnej. Praca i Zabezpieczenie Społeczne, (10), 3–11. https://doi.org/10.33226/0032-6186.2023.10.2 DOI: https://doi.org/10.33226/0032-6186.2023.10.2
Google Scholar

Szatur-Jaworska, B. (2023b). Polityka społeczna a cyfryzacja. Polityka Społeczna, 592(8), 1–8. https://doi.org/10.5604/01.3001.0053.9022 DOI: https://doi.org/10.5604/01.3001.0053.9022
Google Scholar

Sztandar-Sztanderska, K., Zieleńska, M. (2022). When a human says “no” to a computer: Frontline oversight of the profiling algorithm in public employment services in Poland. Sozialer Fortschritt, (6–7), 465–487. https://doi.org/10.3790/sfo.71.6-7.465 DOI: https://doi.org/10.3790/sfo.71.6-7.465
Google Scholar

Sztandar-Sztanderska, K., Kotnarowski, M., Zieleńska, M. (2021). Czy algorytmy wprowadzają w błąd? Metaanaliza algorytmu profilowania bezrobotnych stosowanego w Polsce. Studia Socjologiczne, 1(240), 89–115. https://doi.org/10.24425/sts.2021.136280 DOI: https://doi.org/10.24425/sts.2021.136280
Google Scholar

Szut, J., Ledzion, B. (2025). Promptowanie, czyli jak komunikować się z modelem językowym. W: K. Olejniczak, D. Batorski, J. Pokorski (red.), Generatywna AI w badaniach. Praktyczne zastosowania w ewaluacji polityk publicznych (s. 35–63). Polska Agencja Rozwoju Przedsiębiorczości.
Google Scholar

Touraine, A. (2011). Myśleć inaczej. Państwowy Instytut Wydawniczy.
Google Scholar

Weick, K. E. (2011). Organized sensemaking: A commentary on process of interpretive work. Human Relations, 65(1), 141–153. https://doi.org/10.1177/0018726711424235 DOI: https://doi.org/10.1177/0018726711424235
Google Scholar

Zakład Ubezpieczeń Społecznych. (2025.02.24). Nowoczesny ZUS. Jak robotyzacja i AI usprawnią pracę urzędu. [ZUS na głos] [Video]. YouTube.
Google Scholar