Performance, Macro Economic Factors, and Company Characteristics in Indonesia Consumer Goods Company

Abstract

It and internal company conditions strongly influence company performance in the consumer sector. This study examines how macroeconomic and company characteristics affect corporate financial performance in consumer goods companies. This study's population now seems to be goods sector companies listed on the Indonesia Stock Exchange. The results of the systematic sampling technique and data analysis methods using several regression analyses confirmed that macroeconomic factors had no significant effect on company performance. Significant company. The characteristic is the level of corporate debt. The level of debt leverage has a negative and significant impact on company performance, indicating that the higher the company's debt, the reduced the company's performance. The sample size of this study is confined to consumer goods companies, so it cannot be generalized to other business sectors.

Online shopping consumer perception analysis and future network security service technology using logistic regression model

“…Therefore, increasing trust in the platform can help enhance online security, as highly trusted platforms typically implement more measures to protect consumer information and reduce online risks. In the logistic regression model research, Sucipto, Yusuf & Mulyati (2022) delved into the performance of sequence models like logistic regression and long short-term memory (LSTM) in analyzing consumer sentiments. Through empirical studies on a review dataset, they found that LSTM excelled in capturing sequence features, showing advantages over traditional logistic regression.…”