Women, Education, and Social Welfare
Vol. 3 No. 2 (2026): June 2026 | Women, Education, and Social Welfare

AI-Enabled Plant Recognition for Business Plan Writing in Vocational Agribusiness

Ayyid Sur’ataini (Universitas Muhammadiyah Malang)
Arina Restian (Universitas Muhammadiyah Malang)
Husamah (Universitas Muhammadiyah Malang)



Article Info

Publish Date
26 Jun 2026

Abstract

This study evaluated a Google Lens-supported learning sequence for improving ornamental-plant business plan writing in a public vocational high school in Indonesia. A quasi-experimental nonequivalent pretest-posttest control-group design compared 31 students who received smartphone-mediated plant recognition and teacher-guided data verification with 32 students who received conventional instruction. Performance tests and structured classroom observations were analyzed using descriptive statistics, assumption tests, an independent-samples t-test, and derived effect-size indicators. Baseline performance did not differ significantly (M = 52.66, SD = 10.68 versus M = 54.29, SD = 7.41; p = .482). The intervention group achieved a higher posttest score (M = 73.46, SD = 9.35) than the control group (M = 63.98, SD = 8.84), t(61) = 4.138, p < .001, mean difference = 9.48, 95% CI [4.90, 14.07], Hedges’ g = 1.03. Observations showed that the learning sequence supported product identification, market-oriented analysis, collaboration, and more independent evidence gathering. The contribution is a pedagogical model that moves image recognition beyond taxonomy by linking AI output to verification, business judgment, and written entrepreneurial planning.

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Journal Info

Abbrev

jiswel

Publisher

Subject

Humanities Education Environmental Science Law, Crime, Criminology & Criminal Justice Social Sciences

Description

As the mother of the generation, women hold a pivotal and indispensable position across all facets of life. This journal is a peer-reviewed journal dedicated to disseminating academic research on women, education, and social welfare. By fostering scholarly dialogue among researchers, it aims to ...