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Mapping and Visualizing Bullwhip Effect Research with a Bibliometric Analysis Lemadi, Gayuh; Prasetio, Dian Eko Adi; Lutfiani, Lutfiani
RIGGS: Journal of Artificial Intelligence and Digital Business Vol. 4 No. 2 (2025): Mei - Juli
Publisher : Prodi Bisnis Digital Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/riggs.v4i2.1182

Abstract

The Bullwhip Effect occurs due to demand information distortion from the retail level up to suppliers, ultimately resulting in inefficiencies and losses within the supply chain. The purpose of this paper is to present a bibliometric literature review related to the Bullwhip Effect as a key issue in supply chain management. Article data were collected from the Google Scholar database spanning from 1997 to 2025, yielding a total of 1,000 articles. A significant portion of the research originates from Indonesia, with findings indicating that most articles are indexed in SINTA 4, while no Scopus-indexed publications were found between 2015 and 2025. Reference management was conducted using the Publish or Perish and Mendeley software tools. The bibliometric analysis was carried out in five stages: (1) Initial keyword selection, (2) Initial search results, (3) Filtering of search results, (4) Compilation of preliminary statistics, and (5) Data analysis. The three most frequently co-occurring keywords with “Bullwhip Effect” were supply chain, impact, and model. Further data classification was performed using VOSviewer software, which was employed to identify the most frequently cited publishers and to map research opportunities related to supply chain studies, particularly those aimed at mitigating the Bullwhip Effect.
PELATIHAN STRATEGI DIGITAL MARKETING BAGI USAHA MIKRO KECIL DAN MENENGAH (UMKM) DI KECAMATAN SARJO (MEMBENTUK DAN MENDUKUNG PENGEMBANGAN WIRAUSAHAWAN MUDA DAN PEMULA) Nuraisyah, Nuraisyah; Haryono, Dandan; Lutfiani, Lutfiani
Publikasi Ilmiah Bidang Pengabdian Kepada Masyarakat (SIKEMAS) Vol. 2 No. 2 (2023): Artikel Pengabdian bulan Juli-September 2023
Publisher : Lafadz Jaya Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47353/sikemas.v2i2.1285

Abstract

Small businesses have an important and significant role in the economy of Sarjo District, as well as a provider of employment. Although they do not face capital problems, small companies face challenges in marketing, workforce, technology, people skills, and networks. This study aims to describe and analyze small businesses in Sarjo District by using a qualitative approach and inductive method, as well as case study and outreach strategies. The focus of this research is aimed at small businesses in Sarjo District and related parties as targets. Data was collected through observation, interviews, document collection, and outreach. Data analysis techniques include data collection, data condensation, and drawing conclusions. The results of the study show that digital marketing strategies for small businesses are not optimal due to limited resource capacity. This is caused by the orientation of business owners who are more focused on production without regard to market opportunities and lack of knowledge in running a business. The lack of follow-up stages such as technical guidance and business assistance in Sarjo District is also an obstacle, especially in personal development through an understanding of digital marketing. Based on the results of field research on small businesses in Sarjo District, it appears that entrepreneurial abilities such as enthusiasm, attitudes, actions, and knowledge in running a business are still weak. Networking is also identified as an important aspect for the survival and resilience of small businesses in the region. Thus, this service aims to provide solutions and education through comprehensive digital marketing training for small and medium business actors and prospective novice entrepreneurs.
Students' Perceptions of Educational Planning Course Curriculum Development Ningrum, Tia Ayu; Anugrah, Septriyan; Azizah, Zahratul; Wildanah, Fifin; Budi Utama, Hendri; Lutfiani, Lutfiani
KOLOKIUM Jurnal Pendidikan Luar Sekolah Vol 11, No 3 (2023): Kolokium : Publishing December 2023 Special Issue Non Formal Education Internat
Publisher : Universitas Negeri Padang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24036/kolokium.v11i3.733

Abstract

Educational planning is one of the compulsory subjects to achieve one of the educational administration graduate profiles, namely becoming an educational planner. However, with the development of science and technology and adapting it to the current needs of students, it is necessary to conduct research for curriculum development for educational planning courses.For this reason, the purpose of this paper is to find out student perceptions of student perceptions of curriculum development for the Education Planning Course. The method used is Mix (mixture) that is qualitative and qualitative. Data collection using questionnaires, documentation, observation and interviews. The results of the research show that the Education Planning Course needs to be developed. Good learning is project-based using actual and updated data. an area. Good learning uses digital media or applications that make it easier to calculate and obtain valid data and reduce human error.