Micro, Small, and Medium Enterprises’ Business Vulnerability Cluster in Indonesia: An Analysis Using Optimized Fuzzy Geodemographic Clustering

نویسندگان

چکیده

The COVID-19 pandemic has caused effects in many sectors, including businesses and enterprises. most vulnerable to are micro, small, medium enterprises (MSMEs). Therefore, this paper aims analyze the business vulnerability of MSMEs Indonesia using fuzzy spatial clustering approach. approach had been implemented social natural hazards Indonesia. Moreover, study proposes Flower Pollination Algorithm (FPA) optimize Fuzzy Geographically Weighted Clustering (FGWC) order cluster We performed data analysis with dataset from Indonesia’s national socioeconomic labor force survey (SUSENAS SAKERNAS). first compared performance FPA traditional FGWC, as well several known optimization algorithms FGWC such Artificial Bee Colony, Intelligent Firefly Algorithm, Particle Swarm Optimization, Gravitational Search Algorithm. Our results showed that FPAFGWC best optimizing result context. found almost all regions outside Java Island have businesses. Meanwhile, Island, particularly JABODETABEK area is economic backbone, not vulnerable. Based on study, we provide recommendation handle gap between number micro small (MSMEs)

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Business Environment: Designing and Explaining the New Environmental Hostility Model in Small and Medium Enterprises

This study aims to explain and elaborate a new model for the business environmental hostility in small and medium enterprises in the science and technology park in Kermanshah (Iran). The research method is a mixed method. Content analysis was used in the qualitative part, and a confirmatory factor analysis was used in the quantitative section. In the qualitative section for the environmental ho...

متن کامل

An Impact Estimator Using Propensity Score Matching: People’s Business Credit Program to Micro Entrepreneurs in Indonesia

P eople’s business credit program (KUR) has been launched to alleviate poverty through provision of micro financing to micro entrepreneurs in Indonesia This study aims to estimate the impact of KUR program using cross-sectional data and propensity score matching technique (PSM). The survey was conducted on 332 household entrepreneurs, consisting of 155 KUR receivers and 177 non-KUR r...

متن کامل

Small and Medium Enterprises Financing in Bangladesh: The Missing Middle

This paper aims to comprehend the intrinsic limitations of the market players in the financial system and how these create a situation of `missing middle` for small and medium industries (SME) financing in Bangladesh. A clear dualism prevails in the manufacturing industry of this country. While the SMEs maintains the biggest share in establishments and employment creation, large enterprises (LE...

متن کامل

Qualitative Model of Strategic Partnership in Small and Medium Enterprises

The research purpuse was to developing a qualitative model of strategic partnership for small and medium enterprises in the software industry. The research method was Descriptive-Analytic and has been done through Delphi teqnique. The Experts Panel of Delphi consists of 20 experts in the field of business management, entrepreneurship management, strategic management, and software industry that ...

متن کامل

Risk determinants of small and medium-sized manufacturing enterprises (SMEs) - an exploratory study in New Zealand

The smooth running of small and medium-sized manufacturing enterprises (SMEs) presents a significant challenge irrespective of the technological and human resources they may have at their disposal. SMEs continuously encounter daily internal and external undesirable events and unwanted setbacks to their operations that detract from their business performance. These are referred to as ‘disturbanc...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Sustainability

سال: 2021

ISSN: ['2071-1050']

DOI: https://doi.org/10.3390/su13147807