Mapping model for target achievement of village SDGs using the Ensemble ROCK method
Agnes Tuti Rumiati ORCID ↗ · Nadhifa Zulfa Salsabila · Annisa Raina Nabilah T · Henni Jovita Sari · Lulus Faticatu Riza
International Journal of Research in Business and Social Science · 2022 · Vol. 11 / Issue 1 · 316-327
Publication metrics
External links open provider records or DOI searches. Provider counts are not combined. Mendeley readership measures saves, not citations.
Dimensions
Live provider badge. If unavailable, use the Dimensions link above.
Observed 21 Oct 2026, 07:22 UTC
Observed 21 Oct 2026 00:49 UTC
OpenAlex and Mendeley observations refresh on article visits, at most once per 24 hours. Unavailable data is not zero. Google Scholar opens a DOI search.
Citations received by this article, grouped by the year of the citing work. Crossref and OpenAlex lifetime totals remain separate in Publication metrics.
2017–2026 Annual history last updated:
Citations received
OpenAlex · year of the citing work
Hover over a year or focus the chart and use arrow keys to inspect values.
2017–2026 annual-history window. 2026 is year to date. Unknown years have gaps.
View data & coverage
2026 is incomplete. Within a successfully fetched ten-year window, omitted years mean zero. Years beyond a saved observation’s window remain unknown (—). Older citations are excluded, so this chart’s sum may differ from the OpenAlex lifetime total. The date above belongs to this annual history; an unsuccessful refresh keeps the previous observation.
Abstract
Sustainable Development Goals (SDGs) are a set of goals for sustainable development which are consist of 17 goals that are expected to be achieved by 2030. 91% of Indonesia's territory is a rural area, consisting of more than 17,000 islands, almost 7500 villages. The villages contribute about 74% to the achievement of the national SDGs. Indonesia implements The Village SDGs which have 18 goals. The 18th goal is to achieve dynamic village institutions and adaptive village culture designed to accommodate various local cultures that characterize village management and are still applied by the community. Almost all district in Indonesia do not yet have a mapping of the status of achieving the Village SDGs. It will be easier for the district government to prioritize village development programs according to the needs of each village. In this study, research variables that measure 17 village goals will be used and grouped into 4 aspects, namely economic aspects, environmental aspects, health and education aspects and welfare aspects. Because village SDGs data is a mixture of numeric and categorical, ROCK ensemble analysis is used which is a grouping method for mixed data. In this study, it was found that the majority of villages in Sidoarjo Regency were still lagging behind in the fields of economy, health, education, and community welfare. This can be seen in the number of villages that are included in the low group based on the results of the analysis.
Keywords: {'name': 'Village SDGs'}, {'name': 'Ensemble ROCK'}, {'name': 'Sidoarjo'}, {'name': 'SDGs'}
Authors & affiliations
Agnes Tuti Rumiati
Affiliation not supplied
Nadhifa Zulfa Salsabila
Affiliation not supplied
Annisa Raina Nabilah T
Affiliation not supplied
Henni Jovita Sari
Affiliation not supplied
Lulus Faticatu Riza
Affiliation not supplied
Deposited references
Supplied references, not a list of publications citing this article.
Alvionita. (2017). Metode Ensembel ROCK dan SWFM untuk Pengelompokan Data Campuran Numerik dan Kategorik pada Kasus Aksesi Jeruk. Surabaya: Statistika, Institut Teknologi Sepuluh Nopember.
Bappenas. (2017). Ringkasan Metadata Indikator TPB/SDGs Indonesia. Jakarta: Bappenas.
DINPMD. (2021). Dinas Pemberdayaan Masyarakat dan Desa Kabupaten Sidoarjo. Retrieved Juni 15, 2021, from http://sid.sidoarjokab.go.id/
DOI: 10.1109/ICDE.1999.754967
Hair, J., Black, W., Babin, B., & Anderson, R. (2010). Multivariate Data Analysis. United State of America: Pretice Hall International, Inc.
He, Z., Xu, X. i., & Deng, S. (2005). Clustering Mixed Numeric and Categorical Data: A Cluster Ensemble Approach. Department of Computer Science and Engineering, Harbin Institute of Technology.
Iskandar, A. (2020). SDGs Desa Percepatan Pencapaian Tujuan Pembangunan Nasional Berkelanjutan (1st ed). Jakarta: Pustaka Obor.
Iskandar, A. H. (2020). SDGs Desa Percepatan Pencapaian Tujuan Pembangunan Nasional Berkelanjutan (1st ed.). Jakarta: Pustaka Obor.
Johnson, R., & Wichern, D. (2007). Applied Multivariate Statistical Analysis 6th-Edition. New Jersey: Pearson Prentice Hall.
KDPDTT. (2021, Juli). Tentang Indeks Desa Membangun. Retrieved from Direktorat Jenderal Pembangunan dan Pemberdayaan Masyarakat Desa: https://idm.kemendesa.go.id/view/detil/1/tentang-idm
Kemendes PDTT. (2020). Permendes PDTT No 21 Tahun 2020 Tentang Pembangunan dan Pemberdayaan Masyarakat Desa. Jakarta.
Kemendesa. (2021, 02 22). Pendataan SDGs Desa 2021. Retrieved from https://sdgsdesa.kemendesa.go.id/: https://sdgsdesa.kemendesa.go.id/pemutakhiran-data-sdgs-desa/
DOI: 10.1016/j.ejor.2005.03.039
DOI: 10.1016/j.ecolecon.2019.106373
OECD. (2017). Measuring Distance to the SDG Targets: An Assessment of Where OECD Countries Stand. Paris.
PMD. (2021, Juni). Penghargaan Utama SDGs Dari Kemendes PDTT Untuk Desa Yang Selesaikan Pendataan Tepat Waktu. Retrieved from Dinas Pemberdayaan Masyarakat Dan Desa Kabupaten Sidoarjo: http://sid.sidoarjokab.go.id/2021/06/09/penghargaan-utama-sdgs-dari-kemendes-pdtt-untuk-desa-yang-selesaikan-pendataan-tepat-waktu/
Ramdhany, R. (2018). Pengelompokan Desa Di Kabupaten Bondowoso Berdasarkan Data Campuran Numerik Dan Kategorik Menggunakan. Surabaya: Statistika, Institut Teknologi Sepuluh Nopember.
Tyagi, A., & Sharma, S. (2012). Implementation of ROCK Clustering Algorithm for the Optimization of Query Searching Time. International Journal on Computer Science and Engineering, 05.
UN. (2015). Transforming Our World: The 2030 Agenda for Sustainable Development. New York: United Nations.