Finding the context indigenous innovation in village enterprise knowledge structure: a topic modeling

Abstract

Indigenous people have deep local knowledge of environmental sustainability and natural resource utilization, which are sources of innovations that often are drivers for economic growth in rural areas. This study explores the knowledge structure of indigenous innovation in village enterprises through content analysis of research publications. The resulting knowledge structure can be used to set up a roadmap for the studies on village enterprise and in a broader context to build metadata as a foundation for an evaluation system of village enterprise. The authors deploy topic modeling and co-word analyses to scrutinize 775 village enterprise research articles from the Scopus database and 665 paper from ScienceDirect. In the topic modeling, topic models village enterprises are setup. The topics found are local ownership (such as market and property), land, services (housing, health care), economy and public policy, financial service micro-credit, environmental pollution control, local business sustainability, social entrepreneurship, and household income, bioenergy based electrification, and bumdes management. Four sectors of the natural resource-based indigenous economy were identified: traditional food production, bio-energy for fuel and electricity, agriculture, and tourism. The topic models are used to comprehend knowledge structure in the village enterprises, whereby the focus is to uncover the context of indigenous village enterprise and its states of the art.

Investigating technology development in the energy sector and its implications for Indonesia

“…In addition, a topic modeling analysis [ 19 ] is carried out for in-depth analysis because of the much richer developments in the iron and steel industry. Topic modeling makes it possible to automatically identify meaningful patterns and correlations between words that frequently appear together in a corpus of documents [ 20 ]. On the basis of a content analysis, we carried out a qualitative meta-analysis in order to gain a thorough understanding of the results regarding a specific subject examined in various studies [ 21 ].…”

Determinant Factors of Village-Owned Enterprise Best Practice in Indonesia

“…A VOE could help bridge the gap between rural and urban communities, something village governments could perform (Das, 2014;Kusumastuti, Silalahi, Asmara, Hardiyati, & Juwono, 2022). Closing this gap would result in multiplier impacts, reducing unemployment, poverty, and other social issues (Deshwal, 2015;Kusumastuti et al, 2022).…”

“…A VOE could help bridge the gap between rural and urban communities, something village governments could perform (Das, 2014;Kusumastuti, Silalahi, Asmara, Hardiyati, & Juwono, 2022). Closing this gap would result in multiplier impacts, reducing unemployment, poverty, and other social issues (Deshwal, 2015;Kusumastuti et al, 2022). As VOE expanded, its members would have a clear picture of the two roles that ought to be established in the law as VOEs' obligations: fostering prosperity and living independently from the conduct of their business (Sari, Junita, Anugerah, & Nanda, 2021).…”

The Village Financial Management Through Accountability, Transparency And Community Participation

“…Dalam perkembangannya kini, desa dibagi menjadi desa yang mandiri, maju, berkembang, tertinggal dan sangat tertinggal serta mencapai desa yang masyarakatnya adil, makmur, dan sejahtera. Desa memiliki wewenang untuk mengatur sendiri kawasannya sesuai kemampuan dan potensi yang dimiliki masyarakatnya agar tercapai kesejahteraan dan pemerataan ekonomi (Kusumastuti et al, 2022). Pengelolaan keuangan desa meliputi perencanaan, pelaksanaan, penatausahaan, pelaporan dan pertanggungjawaban keuangan desa (Permendagri No 20 Tahun 2018, 2018.…”