UNIVERSITAS AIRLANGGA



Detail Article

Jurnal Biometrika dan Kependudukan

ISSN 2302707X

Vol. 2 / No. 2 / Published : 2013-12

Order : 1, and page :99 - 107

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Original Article :

Application of partial least square health status of children under 5 years in indonesia

Author :

  1. Alinea Dwi Elisanti*1
  2. Windhu Purnomo*2
  3. Soenarnatalina Melaniani*3
  1. Mahasiswa Fakultas Kesehatan Masyarakat
  2. Dosen Fakultas Kesehatan Masyarakat
  3. Dosen Fakultas Kesehatan Masyarakat

Abstract :

Health status of child under 5 years was one of the main public health indicators in a country. Health status of child under 5 years was difficult to be directly measured, thus require indicators to describe. The indicators were direct, intermediate and underlying factor. Previous research showed Structural Equation Modeling (SEM) was helpful to examine the influence within indicator and got better model than other multivariate analysis. This Study was conducted to select the direct factor (ANC, INC and PNC) that influence health status of children under 5 years in Indonesia and mapping the nutrition significant indicators. This study was un-obstructive method, composed of 4 latent variables and 22 indicators using SEM varians based (Partial Least Square). Secondary data were taken from the Riskesdas 2010 reports, by the sampel all provinces in Indonesia. Data were analyzed by R programs and Arch View GIS 3.3. There were 14 indicators significantly affect health status of children under 5 years, there were no first antenatal visits (K1), no antenatal visits four times (K4), not get FE 3 times (FE-3), examination of pregnancy to the traditional healer (ANC Dukun), not check for pregnancy, no antenatal visit to the professional health worker, not labor operations (SC), home deliveries, toddlers are not getting the vitamins A, toddler was not weighed, toddlers consume less calories, less protein consumption toddlers, infants of low birth weight and infants with malnutrition. It was suggested to improve health service focused on the significant indicators.

Keyword :

partial least square, the children under 5 years,


References :

Anselin, L,(1998) Spatial Econometrics: Methods and Models Netherlands : Kluwer Academic Publisher

Jogiyanto, H.M. ,(2009) Konsep dan Aplikasi PLS (Partial Least Square) untuk Penelitian Empiris Yogyakarta : BPFE

Kementerian Kesehatan Republik Indonesia,(2010) Riset Kesehatan Dasar Riskesdas 2010 Jakarta : Badan Litbangkes

Kuntoro,(2011) Metode Statistik. Edisi Revisi Surabaya : Pustaka Melati

Mustapa, Y., Sirajudin, S. dan Salam, A,(2013) Analisis faktor Determinan Kejadian Masalah Gizi pada Anak Balita di Wilayah Kerja Puskesmas Tilote Kecamatan Tilango Kabupaten Gorontalo Makassar : Jurnal, Program Studi Gizi FKM Universitas Hasanudin

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Philips, David dan Yola Verhasselt,(1994) Health and Development. edisi pertama



Archive Article

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