Generative AI Effects on Academic Achievement and Sustainable Professional Development

Ban Majeed; Najwa Aln; Wasan Qasim; Wisal Abdulsalam; Zainab Alamiry; Ilham Faris

doi:10.3991/ijep.v16i3.61055

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Publication Date

Fri May 15 2026

Journal Name

International Journal Of Engineering Pedagogy (ijep)

Volume

16

Issue Number

3

DOI

10.3991/ijep.v16i3.61055

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Generative AI Effects on Academic Achievement and Sustainable Professional Development

Ban Majeed

Najwa Aln

Wasan Qasim

Wisal Abdulsalam

Zainab Alamiry

Ilham Faris

...Show More Authors

This quasi-experimental study investigated generative AI (GenAI) tools—Copilot for chemistry and GitHub Copilot for mathematics—on academic achievement and sustainable professional development among 160 undergraduates (40 experimental/control per department) at the University of Baghdad’s Ibn Al-Haitham College of Education for Pure Sciences (2024–2025). Non-random assignment controlled for covariates. Pre/post validated tests (α ≥ .85; 15 MCQ + 5 essay items) measured outcomes. ANOVA revealed significant gains for experimental groups (p < .001, η2 = .41, Cohen’s d = 0.72 [95% CI: 0.45–0.98]). Chemistry excelled in affective domains; mathematics in cognitive/skills. Findings affirm GenAI’s domain-specific efficacy, providing datasets for AI-STEM pedagogy.

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Publication Date

Sun Jan 01 2012

Journal Name

Evidence-based Complementary And Alternative Medicine

Gelam Honey Inhibits the Production of Proinflammatory, Mediators NO,<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="M1"><mml:mrow><mml:msub><mml:mrow><mml:mtext>PGE</mml:mtext></mml:mrow><mml:mtext>2</mml:mtext></mml:msub></mml:mrow></mml:math>, TNF-α, and IL-6 in Carrageenan-Induced Acute Paw Edema in Rats

Saba Zuhair

Kamaruddin

Suzana

Yasmin Anum

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Natural honey is well known for its therapeutic value and has been used in traditional medicine of different cultures throughout the world. The aim of this study was to investigate the anti-inflammatory effect of Malaysian Gelam honey in inflammation-induced rats. Paw edema was induced by a subplantar injection of 1% carrageenan into the rat right hind paw. Rats were treated with the nonsteroidal anti-inflammatory drug (NSAID) Indomethacin (10 mg/kg, p.o.) or Gelam honey at different doses (1 or 2 g/kg, p.o.). The increase in footpad thickness was considered to be edema, which was measured using a dial caliper. Plasma and paw tissue were collected to analyze the production of inflammatory mediators, such as NO, PGE₂

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Publication Date

Tue Jan 01 2013

Journal Name

Photonics & Lasers In Medicine

The assessment of pathological changes in cerebral blood flow in hypertensive rats with stress-induced intracranial hemorrhage using Doppler OCT: Particularities of arterial and venous alterations/Die Beurteilung von pathologischen Veränderungen der Hirndurchblutung bei hypertensiven Ratten mit Stress-induzierten intrakraniellen Blutungen mittels Doppler-OCT: Besonderheiten von arteriellen und venösen Veränderungen

Oxana V.

Vladislav V.

Olga A.

Igor A.

Sergey S.

Ekaterina M.

Mohhanad M.

Hans A.

Fatema

Leith

Valery V.

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AbstractHemorrhagic insult is a major source of morbidity and mortality in both adults and newborn babies in the developed countries. The mechanisms underlying the non-traumatic rupture of cerebral vessels are not fully clear, but there is strong evidence that stress, which is associated with an increase in arterial blood pressure, plays a crucial role in the development of acute intracranial hemorrhage (ICH), and alterations in cerebral blood flow (CBF) may contribute to the pathogenesis of ICH. The problem is that there are no effective diagnostic methods that allow for a prognosis of risk to be made for the development of ICH. Therefore, quantitative assessment of CBF may significantly advance the underst ... Show More

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