Research with AI: transforming academic inquiry in the age of generative artificial intelligence a mixed-methods investigation into AI tool adoption, perceived effectiveness, and ethical implications in academic research

Rakhimova Guzal, Bagriddinovna

Science time · 2026-yil

Annotatsiya

The rapid integration of artificial intelligence (AI) tools into academic research has fundamentally altered how scholars conduct literature reviews, analyze data, draft manuscripts, and disseminate findings. This study investigates the current landscape of AI adoption in academic research through a mixed-methods approach, combining a quantitative survey of 385 researchers across multiple disciplines with semi-structured interviews of 24 active scholars from 12 countries. The survey instrument measured AI tool usage patterns, perceived effectiveness, productivity gains, and ethical concerns. Results reveal that 74.2% of respondents have used AI tools in their research workflow, with literature review (51%), writing and editing (46.3%), and data analysis (38.7%) being the most common applications. Participants reported an average time saving of 31.4% on routine research tasks, though 67.8% expressed concerns about research integrity and the authenticity of AI-assisted outputs. Qualitative findings identified five major themes: opportunity enhancement, human-AI collaboration, time efficiency, quality assurance challenges, and ethical navigation. The study further reveals a significant productivity gap between native and non-native English-speaking researchers, with the latter reporting up to 90% gains in manuscript output when using AI tools. However, an inverse relationship was observed between AI-assisted writing sophistication and the likelihood of publication in peer-reviewed journals. These findings contribute to the growing discourse on responsible AI integration in academia by offering evidence-based recommendations for researchers, institutions, and publishers navigating the evolving AI-augmented research environment.

Maqola ma’lumotlari
MualliflarRakhimova Guzal, Bagriddinovna
JurnalScience time
NashriyotАжиниёз номидаги Нукус давлат педагогика институти
ISSN2992-8850
Nashr sanasi2026-05-28
Jild4
Son5/1
Betlar930-938
TilIngliz
Ilmiy sohaFilologiya
DOI10.66345/stj.6551
Indeksga qo‘shilgan2026-08-27

DOI: 10.66345/stj.6551 · Maqolaning asl sahifasi

Kalit so‘zlar

Artificial Intelligence, Academic Research, Generative AI, ChatGPT, Research Methodology, Higher Education, AI Ethics, Literature Review, Scholarly Publishing

Ilmiy soha

Filologiya

Iqtibos keltirish

APARakhimova Guzal, Bagriddinovna (2026). RESEARCH WITH AI: TRANSFORMING ACADEMIC INQUIRY IN THE AGE OF GENERATIVE ARTIFICIAL INTELLIGENCE A MIXED-METHODS INVESTIGATION INTO AI TOOL ADOPTION, PERCEIVED EFFECTIVENESS, AND ETHICAL IMPLICATIONS IN ACADEMIC RESEARCH. Science time, 4(5/1), 930-938. https://doi.org/10.66345/stj.6551
GOST (OAK)Rakhimova Guzal, Bagriddinovna RESEARCH WITH AI: TRANSFORMING ACADEMIC INQUIRY IN THE AGE OF GENERATIVE ARTIFICIAL INTELLIGENCE A MIXED-METHODS INVESTIGATION INTO AI TOOL ADOPTION, PERCEIVED EFFECTIVENESS, AND ETHICAL IMPLICATIONS IN ACADEMIC RESEARCH // Science time. – 2026. – T. 4, № 5/1. – P. 930-938. – DOI: 10.66345/stj.6551.
MLARakhimova Guzal, Bagriddinovna. “RESEARCH WITH AI: TRANSFORMING ACADEMIC INQUIRY IN THE AGE OF GENERATIVE ARTIFICIAL INTELLIGENCE A MIXED-METHODS INVESTIGATION INTO AI TOOL ADOPTION, PERCEIVED EFFECTIVENESS, AND ETHICAL IMPLICATIONS IN ACADEMIC RESEARCH.” Science time, 4(5/1), 930-938, 2026. https://doi.org/10.66345/stj.6551
ChicagoRakhimova Guzal, Bagriddinovna. “RESEARCH WITH AI: TRANSFORMING ACADEMIC INQUIRY IN THE AGE OF GENERATIVE ARTIFICIAL INTELLIGENCE A MIXED-METHODS INVESTIGATION INTO AI TOOL ADOPTION, PERCEIVED EFFECTIVENESS, AND ETHICAL IMPLICATIONS IN ACADEMIC RESEARCH.” Science time, 4(5/1), 930-938 (2026). https://doi.org/10.66345/stj.6551
HarvardRakhimova Guzal, Bagriddinovna (2026) ‘RESEARCH WITH AI: TRANSFORMING ACADEMIC INQUIRY IN THE AGE OF GENERATIVE ARTIFICIAL INTELLIGENCE A MIXED-METHODS INVESTIGATION INTO AI TOOL ADOPTION, PERCEIVED EFFECTIVENESS, AND ETHICAL IMPLICATIONS IN ACADEMIC RESEARCH’, Science time, 4(5/1), 930-938. https://doi.org/10.66345/stj.6551
BibTeX
@article{rakhimovaguzalbagriddinovna2026,
  title = {RESEARCH WITH AI: TRANSFORMING ACADEMIC INQUIRY IN THE AGE OF GENERATIVE ARTIFICIAL INTELLIGENCE A MIXED-METHODS INVESTIGATION INTO AI TOOL ADOPTION, PERCEIVED EFFECTIVENESS, AND ETHICAL IMPLICATIONS IN ACADEMIC RESEARCH},
  author = {Rakhimova Guzal, Bagriddinovna},
  journal = {Science time},
  year = {2026},
  volume = {4},
  number = {5/1},
  pages = {930-938},
  doi = {10.66345/stj.6551},
  url = {https://doi.org/10.66345/stj.6551}
}

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