A Seven-Criteria Framework to Evaluate Initiatives for Generative AI-Based Solutions
By: Marius SAVA and Gheorghe MILITARU
References
- Bingham, A. J. (2023). From data management to actionable findings: A five-phase process of qualitative data analysis. International Journal of Qualitative Methods, 22, 16094069231183620. https://doi.org/10.1177/16094069231183620
- Braun, V., & Clarke, V. (2006). Using thematic analysis in psychology. Qualitative Research in Psychology, 3(2), 77–101. https://doi.org/10.1191/1478088706qp063oa
- DeLone, W. H., & McLean, E. R. (2003). The DeLone and McLean model of information systems success: A ten-year update. Journal of Management Information Systems, 19(4), 9–30. https://doi.org/10.1080/07421222.2003.11045748
- Focus Groups - AI. (n.d.). AI-powered focus group simulator: Get consumer insights in minutes. Retrieved 31 January 2026, from https://focusgroups-ai.com/
- Kristensen, F. B., Lampe, K., Wild, C., Cerbo, M., Goettsch, W., & Becla, L. (2017). The HTA Core Model®—10 years of developing an international framework to share multidimensional value assessment. Value in Health, 20(2), 244–250. https://doi.org/10.1016/j.jval.2016.12.010
- Krueger, R. A. (1998). Developing questions for focus groups. SAGE Publications, Inc. https://doi.org/10.4135/9781483328126
-
Krueger, R. A., & Casey, M. A. (2000). Focus groups: A practical guide for applied research. SAGE.
Krueger R. A. Casey M. A ( 2000 ). Focus groups: A practical guide for applied research . SAGE.
- Likert, R. (1932). A technique for the measurement of attitudes. Archives of Psychology, 22(140), 1–55.
- Martin-Raugh, M., Tannenbaum, R. J., Tocci, C. M., & Reese, C. (2016). Behaviorally anchored rating scales: An application for evaluating teaching practice. Teaching and Teacher Education, 59, 414–419. https://doi.org/10.1016/j.tate.2016.07.026
- Parnell, G. S., & Trainor, T. E. (2009). Using the swing weight matrix to weight multiple objectives. INCOSE International Symposium, 19(1), 283–298. https://doi.org/10.1002/j.2334-5837.2009.tb00949.x
- Smith, P. C., & Kendall, L. M. (1963). Retranslation of expectations: An approach to the construction of unambiguous anchors for rating scales. Journal of Applied Psychology, 47(2), 149–155. https://doi.org/10.1037/h0047060
- Weller, S. C., & Romney, A. K. (1988). Defining a domain and free listing. In Systematic data collection (pp. 10–20). SAGE Publications, Inc. https://doi.org/10.4135/9781412986069
- Zhang, T., Zhang, X., Cools, R., & Simeone, A. (2024). Focus agent: LLM-powered virtual focus group. Proceedings of the 24th ACM International Conference on Intelligent Virtual Agents, IVA ’24. https://doi.org/10.1145/3652988.3673918
DOI: https://doi.org/10.2478/picbe-2026-0121 | Journal eISSN: 2558-9652
Language: English
Page range: 1599 - 1612
Published on: Jul 22, 2026
Published by: Bucharest University of Economic Studies
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year
Keywords:
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© 2026 Marius SAVA, Gheorghe MILITARU, published by Bucharest University of Economic Studies
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.