Jurnal Matematika Sains dan Teknologi
Vol. 26 No. 2 (2025)

Parametric and Non-Parametric Approaches to the Analysis of Adolscents' Knowledge and Attitudes on Tuberculosis

Findasari Findasari (Universitas Muhammadiyah Kudus)
Fitriana Kartikasari (Universitas Muhammadiyah Kudus)
Ivanna Isty Nursani (Universitas Muhammadiyah Kudus)
Ndaru Atmi Purnami (Universitas Negeri Jakarta)



Article Info

Publish Date
30 Sep 2025

Abstract

Pulmonary tuberculosis (TB) remains a major public health problem in Indonesia. Improving adolescents’ knowledge and attitudes through school-based health education is essential to support TB prevention efforts. This study aimed to assess changes in knowledge and attitudes toward pulmonary tuberculosis following an audiovisual-based health education intervention. A quantitative pre-experimental one-group pretest–posttest design was conducted among 103 Grade XI students in a senior high school in Kudus Regency, Central Java. Data were collected using structured questionnaires. Normality was assessed prior to analysis; as most variables violated the normality assumption (p < 0.05), the Wilcoxon Signed-Rank Test was used as the primary statistical method, while the paired t-test was performed as a supplementary comparison analysis. The results showed a significant increase in knowledge scores from a median of 26 to 28 (Z = –4.865, p < 0.001, r = 0.48) and a significant improvement in attitude scores (Z = –7.383, p < 0.001, r = 0.73). The paired t-test produced consistent results, with a mean increase of 1.835 points in knowledge (95% CI: 1.177–2.493; Cohen’s d = 0.545) and 3.417 points in attitudes (95% CI: 2.717–4.118; Cohen’s d = 0.954). Normalized gain analysis indicated that improvement in knowledge was categorized as low, whereas improvement in attitudes reached the medium category. In conclusion, audiovisual-based health education was associated with positive changes in adolescents’ knowledge and attitudes regarding pulmonary tuberculosis. However, because the study was conducted in a single school using a pre-experimental design, the findings should be generalized with caution. Further controlled studies involving more diverse populations are recommended.

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Journal Info

Abbrev

JMST

Publisher

Subject

Agriculture, Biological Sciences & Forestry Mathematics Other

Description

Merupakan media informasi dan komunikasi para praktisi, peneliti, dan akademisi yang berkecimpung dan menaruh minat serta perhatian pada pengembangan Matematika, ilmu pengetahuan dan teknologi. Diterbitkan oleh Lembaga Penelitian dan Pengabdian kepada Masyarakat, Universitas ...