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All Journal 2-TRIK: TUNAS-TUNAS RISET KESEHATAN AloHA International Journal of Health Advancement (AIJHA)
AUTA, Tanko Titus
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Biochemistry, Genetics & Molecular Biology Dentistry Health Professions Immunology & microbiology Medicine & Pharmacology Nursing Public Health

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Prediksi Perkembangan Upaya Kesehatan Bersumberdaya Masyarakat sebagai Pendukung Pelayanan Keperawatan Komunitas di Sidoarjo Auta, Tanko Titus; Nugroho, Heru Santoso Wahito; Sulystiono, Dony
2-TRIK: TUNAS-TUNAS RISET KESEHATAN Vol 15, No 4 (2025): Oktober-Desember 2025
Publisher : FORUM ILMIAH KESEHATAN

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33846/2trik15405

Abstract

Upaya Kesehatan Bersumberdaya Masyarakat (UKBM) merupakan elemen penting dalam sistem kesehatan primer di Indonesia, khususnya dalam menjangkau layanan promotif dan preventif di tingkat desa. Penelitian ini bertujuan untuk merumuskan model prediktif linier terhadap tren perkembangan jumlah Ponkesdes dan Posyandu di Kabupaten Sidoarjo berdasarkan data tiga tahun terakhir. Metode yang digunakan adalah pendekatan kuantitatif-deskriptif dengan analisis regresi linier sederhana, menggunakan data sekunder dari publikasi resmi BPS Sidoarjo. Hasil analisis menunjukkan adanya tren peningkatan jumlah Ponkesdes dan stabilitas jumlah Posyandu, yang divisualisasikan melalui diagram garis dan diperkuat dengan persamaan linier prediktif. Kesimpulan dari penelitian ini menunjukkan bahwa UKBM di Sidoarjo mengalami penguatan secara bertahap, dan model prediktif yang dibentuk dapat digunakan sebagai alat bantu perencanaan strategis layanan kesehatan masyarakat.Kata kunci: upaya kesehatan bersumberdaya masyarakat; tren pelayanan; prediksi linier Sidoarjo.
How to Interpret Categorical Data in Health Research? Nugroho, Heru Santoso Wahito; Polnok, Sanglar; Acob, Joel Rey Ugsang; Mamun, Abdullah Al; Hapsari, Rafif Naufi Waskitha; Aji, Rozan Asyrofi Rakyan Risang; Bahtiar, Bahtiar; Budiono, Arief; Handoyo, Handoyo; Koesmantoro, Hery; Sunarto, Sunarto; Rahayu, Teta Puji; Melati, Nimsi; Intening, Retno Vivi; Suparji, Suparji; Surtinah, N.; Ismoyowati, Tri Wahyuni; Auta, Tanko Titus
Aloha International Journal of Health Advancement (AIJHA) Vol 6, No 8 (2023): August
Publisher : Alliance oh Health Activists (AloHA)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33846/aijha60805

Abstract

In health research, many categorical variables are found that must be analyzed using descriptive statistical methods, then interpreted. Currently, there are still many health researchers who interpret categorical variable data in the health sector in the same way as social research in general, namely focusing on the categories with the largest proportions. In fact, for health research, researchers should focus on the expression of unexpected categories. Therefore, this should be a concern for the health research community, especially in the campus environment as the first place for students and health researchers to study and apply various types of health research. This is an urgency, so that the quality of health research can be immediately improved, especially in terms of data interpretation. It was concluded that there were many errors in interpreting categorical variable data in the health sector, so this had to be anticipated from the time of education on campus. Keywords: health research; categorical variables; data interpretation; unexpected category
Co-Authors Abdullah Al Mamun Acob, Joel Rey Ugsang Aji, Rozan Asyrofi Rakyan Risang Arief Budiono Bahtiar Bahtiar Handoyo Handoyo Hapsari, Rafif Naufi Waskitha Heru Santoso Wahito Nugroho Intening, Vivi Retno Ismoyowati, Tri Wahyuni Koesmantoro, Hery Melati, Nimsi Rahayu, Teta Puji Sanglar Polnok, Sanglar Sulystiono, Dony Sunarto Sunarto Suparji Suparji Surtinah, N.