{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,15]],"date-time":"2026-04-15T17:04:14Z","timestamp":1776272654253,"version":"3.50.1"},"reference-count":58,"publisher":"MDPI AG","issue":"7","license":[{"start":{"date-parts":[[2022,7,13]],"date-time":"2022-07-13T00:00:00Z","timestamp":1657670400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"the Lecturer Competence Internal Grant of Universitas Padjadjaran, Indonesia","award":["2476 \/UN6.C\/LT\/2018"],"award-info":[{"award-number":["2476 \/UN6.C\/LT\/2018"]}]},{"name":"the Lecturer Competence Internal Grant of Universitas Padjadjaran, Indonesia","award":["087\/LOA-ESR\/VII\/2019"],"award-info":[{"award-number":["087\/LOA-ESR\/VII\/2019"]}]},{"name":"the Lecturer Competence Internal Grant of Universitas Padjadjaran, Indonesia","award":["PRJ-70\/LPDP\/2019"],"award-info":[{"award-number":["PRJ-70\/LPDP\/2019"]}]},{"name":"PT. Astra International Tbk","award":["2476 \/UN6.C\/LT\/2018"],"award-info":[{"award-number":["2476 \/UN6.C\/LT\/2018"]}]},{"name":"PT. Astra International Tbk","award":["087\/LOA-ESR\/VII\/2019"],"award-info":[{"award-number":["087\/LOA-ESR\/VII\/2019"]}]},{"name":"PT. Astra International Tbk","award":["PRJ-70\/LPDP\/2019"],"award-info":[{"award-number":["PRJ-70\/LPDP\/2019"]}]},{"name":"the Indonesia Endowment Fund for Education abbreviated LPDP (Lembaga Pengelola Dana Pendidikan)","award":["2476 \/UN6.C\/LT\/2018"],"award-info":[{"award-number":["2476 \/UN6.C\/LT\/2018"]}]},{"name":"the Indonesia Endowment Fund for Education abbreviated LPDP (Lembaga Pengelola Dana Pendidikan)","award":["087\/LOA-ESR\/VII\/2019"],"award-info":[{"award-number":["087\/LOA-ESR\/VII\/2019"]}]},{"name":"the Indonesia Endowment Fund for Education abbreviated LPDP (Lembaga Pengelola Dana Pendidikan)","award":["PRJ-70\/LPDP\/2019"],"award-info":[{"award-number":["PRJ-70\/LPDP\/2019"]}]},{"name":"the Ministry of Finance","award":["2476 \/UN6.C\/LT\/2018"],"award-info":[{"award-number":["2476 \/UN6.C\/LT\/2018"]}]},{"name":"the Ministry of Finance","award":["087\/LOA-ESR\/VII\/2019"],"award-info":[{"award-number":["087\/LOA-ESR\/VII\/2019"]}]},{"name":"the Ministry of Finance","award":["PRJ-70\/LPDP\/2019"],"award-info":[{"award-number":["PRJ-70\/LPDP\/2019"]}]},{"name":"the Kreasi Insani Persada Foundation","award":["2476 \/UN6.C\/LT\/2018"],"award-info":[{"award-number":["2476 \/UN6.C\/LT\/2018"]}]},{"name":"the Kreasi Insani Persada Foundation","award":["087\/LOA-ESR\/VII\/2019"],"award-info":[{"award-number":["087\/LOA-ESR\/VII\/2019"]}]},{"name":"the Kreasi Insani Persada Foundation","award":["PRJ-70\/LPDP\/2019"],"award-info":[{"award-number":["PRJ-70\/LPDP\/2019"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IJGI"],"abstract":"<jats:p>Posyandu is an Indonesian mother-child health, community-based healthcare. The provision of the Posyandu data quality map is crucial for analyzing results but is limited. This research aimed to (a) demonstrate data quality analysis on its completeness, accuracy, and consistency and (b) map the data quality in Indonesia for evaluation and improvement. An observational study was conducted using the Posyandu application. We observed data in Indonesia from 2019 to 2021. Data completeness was identified using children\u2019s visits\/year. Data accuracy was analyzed using WHO anthropometry z-score and implausible z-score values analyzing the outliers. Cronbach\u2019s \u03b1 of variables was used to know data consistency. STATA 15.1 SE and QGIS 3.10 was used to analyze and map the quality. Data completeness and accuracy in three years show a good start for the pilot project area, continued with declines in pandemic time, while some other areas demonstrated a small start, then slightly increased. The overall consistency decreased through the study period. A good report on data completeness can occur initially in a pilot project area, followed by others. Data accuracy and consistency can decrease during the pandemic. The app can be promising when synchronized with the government health information system.<\/jats:p>","DOI":"10.3390\/ijgi11070399","type":"journal-article","created":{"date-parts":[[2022,7,13]],"date-time":"2022-07-13T22:06:00Z","timestamp":1657749960000},"page":"399","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":7,"title":["Posyandu Application for Monitoring Children Under-Five: A 3-Year Data Quality Map in Indonesia"],"prefix":"10.3390","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2792-9237","authenticated-orcid":false,"given":"Fedri Ruluwedrata","family":"Rinawan","sequence":"first","affiliation":[{"name":"Department of Public Health, Faculty of Medicine, Universitas Padjadjaran, Jalan Ir. Soekarno KM. 21, Jatinangor, Sumedang 45363, Indonesia"},{"name":"Center for Health System Study and Health Workforce Education Innovation, Faculty of Medicine, Universitas Padjadjaran, Jl. Eyckman No. 38, Bandung 40161, Indonesia"},{"name":"Indonesian Society for Remote Sensing Branch West Java, Gedung Labtek IX-C lt.3 Jalan Ganesha 10, Institut Teknologi Bandung, Bandung 40132, Indonesia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1046-328X","authenticated-orcid":false,"given":"Afina","family":"Faza","sequence":"additional","affiliation":[{"name":"Master of Public Health Study Program, Faculty of Medicine, Universitas Padjadjaran, Jalan Eyckman No. 38 Gedung RSP Unpad Lantai 4, Bandung 40161, Indonesia"},{"name":"Biomedical Engineering Study Program, School of Electrical Engineering, Telkom University, Jl. Telekomunikasi No. 1, Terusan Buahbatu\u2014Bojongsoang, Sukapura, Dayeuhkolot, Bandung 40257, Indonesia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ari Indra","family":"Susanti","sequence":"additional","affiliation":[{"name":"Department of Public Health, Faculty of Medicine, Universitas Padjadjaran, Jalan Ir. Soekarno KM. 21, Jatinangor, Sumedang 45363, Indonesia"},{"name":"Center for Health System Study and Health Workforce Education Innovation, Faculty of Medicine, Universitas Padjadjaran, Jl. Eyckman No. 38, Bandung 40161, Indonesia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wanda Gusdya","family":"Purnama","sequence":"additional","affiliation":[{"name":"Informatics Engineering Study Program, Faculty of Engineering, Universitas Pasundan, Jl. Dr. Setiabudi No. 193, Bandung 40153, Indonesia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Noormarina","family":"Indraswari","sequence":"additional","affiliation":[{"name":"Department of Public Health, Faculty of Medicine, Universitas Padjadjaran, Jalan Ir. Soekarno KM. 21, Jatinangor, Sumedang 45363, Indonesia"},{"name":"Center for Health System Study and Health Workforce Education Innovation, Faculty of Medicine, Universitas Padjadjaran, Jl. Eyckman No. 38, Bandung 40161, Indonesia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Didah","family":"Didah","sequence":"additional","affiliation":[{"name":"Department of Public Health, Faculty of Medicine, Universitas Padjadjaran, Jalan Ir. Soekarno KM. 21, Jatinangor, Sumedang 45363, Indonesia"},{"name":"Center for Health System Study and Health Workforce Education Innovation, Faculty of Medicine, Universitas Padjadjaran, Jl. Eyckman No. 38, Bandung 40161, Indonesia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dani","family":"Ferdian","sequence":"additional","affiliation":[{"name":"Department of Public Health, Faculty of Medicine, Universitas Padjadjaran, Jalan Ir. Soekarno KM. 21, Jatinangor, Sumedang 45363, Indonesia"},{"name":"Center for Health System Study and Health Workforce Education Innovation, Faculty of Medicine, Universitas Padjadjaran, Jl. Eyckman No. 38, Bandung 40161, Indonesia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Siti Nur","family":"Fatimah","sequence":"additional","affiliation":[{"name":"Department of Public Health, Faculty of Medicine, Universitas Padjadjaran, Jalan Ir. Soekarno KM. 21, Jatinangor, Sumedang 45363, Indonesia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ayi","family":"Purbasari","sequence":"additional","affiliation":[{"name":"Informatics Engineering Study Program, Faculty of Engineering, Universitas Pasundan, Jl. Dr. Setiabudi No. 193, Bandung 40153, Indonesia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Arief","family":"Zulianto","sequence":"additional","affiliation":[{"name":"Postgraduate Master Study Program of Informatics Engineering, Universitas Langlangbuana, Jl. Karapitan No. 116, Cikawao, Kec. Lengkong, Bandung 40261, Indonesia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7778-9850","authenticated-orcid":false,"given":"Atriany Nilam","family":"Sari","sequence":"additional","affiliation":[{"name":"Midwifery Study Program, Faculty of Medicine, Universitas Sebelas Maret, Jl. Ir. Sutami No. 36, Kentingan, Jebres, Surakarta 57126, Indonesia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8539-3311","authenticated-orcid":false,"given":"Intan Nurma","family":"Yulita","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Faculty of Mathematics and Natural Sciences, Universitas Padjadjaran, Jalan Ir. Soekarno KM. 21, Jatinangor, Sumedang 45363, Indonesia"},{"name":"Research Center for Artificial Intelligence and Big Data, Universitas Padjadjaran, Jalan Ir. Soekarno KM. 21, Jatinangor, Sumedang 45363, Indonesia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Muhammad Fiqri Abdi","family":"Rabbi","sequence":"additional","affiliation":[{"name":"Indonesian Society for Remote Sensing Branch West Java, Gedung Labtek IX-C lt.3 Jalan Ganesha 10, Institut Teknologi Bandung, Bandung 40132, Indonesia"},{"name":"Geographic Information Science Study Program, Faculty of Social Sciences Education, Universitas Pendidikan Indonesia, Jalan Dr. Setiabudi No. 299, Bandung 40154, Indonesia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8194-8869","authenticated-orcid":false,"given":"Riki","family":"Ridwana","sequence":"additional","affiliation":[{"name":"Indonesian Society for Remote Sensing Branch West Java, Gedung Labtek IX-C lt.3 Jalan Ganesha 10, Institut Teknologi Bandung, Bandung 40132, Indonesia"},{"name":"Geographic Information Science Study Program, Faculty of Social Sciences Education, Universitas Pendidikan Indonesia, Jalan Dr. Setiabudi No. 299, Bandung 40154, Indonesia"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1968","published-online":{"date-parts":[[2022,7,13]]},"reference":[{"key":"ref_1","unstructured":"O\u2019Neil, I. 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