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ANALYZING TIME EFFECT IN THE PUSH AND PULL FACTORS AFFECTING FOREIGN PORTFOLIO INVESTMENT IN INDONESIA STOCK MARKET (CASE STUDY OF FOREIGN BUYING DURING THE PERIOD 2003-2018) Mustafa, Matrodji; Hamid, Agustini
Dinasti International Journal of Management Science Vol. 2 No. 5 (2021): Dinasti International Journal of Management Science (May - June 2021)
Publisher : Dinasti Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31933/dijms.v2i5.876

Abstract

This study examined the influence of pull and push factors on foreign portfolio investment in Indonesia Stock Market. Two measures of foreign portfolio investment are foreign investor total buying and foreign investor net buying. The pull factors are represented by Return on Jakarta Composite Index, Jakarta Stock Marker liquidity, IDR Exchange Rate, and Infation Rate. The push factors included are return on Dow Jones Industrial Average, Yield on US Treasury Bill, and return on Gold. This study takes Foreign Investor Total Buying and Foreign Investor Net Buying as dependent variables. To accomodate time or year effect, a panel data regression is employed as analytical tool. Processing monthly data from January 2003 to December 2018, and using Foreign Investor Total Buying as dependent variable, this study finds that exchange rate and stock market liquidity affect the foreign investor total buying significantly. The negative coefficients of exchange rate and the positive coefficient of stock market liquidity support the hypotheses. The regression on Net Buying shows that exchange rate, stock market return, and stock market liquidity affect foreign investor net buying significantly. The negative coefficient of exchange rate and positive coefficient of stock market return support the hypotheses while the negative coefficient of stock market liquidity does not. The individual year fixed effect and individual year random are present in the first and second regressions repectively. In both regressions, no variables in push factors affect foreign portfolio investment significantly. hence, the foreign portfolio investment in Indonesia is affected only by pull factors
The Effect of Managerial Ownership, Research & Development, Financial Risk, and Investment on Firm Growth: The Mediating Role of Leverage in the Defense Systems Industry in Asia Azizah , Kumiko; Usman, Bahtiar; Mustafa, Matrodji
International Journal of Economics, Business and Innovation Research Vol. 5 No. 01 (2026): December - January, International Journal of Economics, Business and Innovatio
Publisher : Cita konsultindo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.63922/ijebir.v5i01.2739

Abstract

This study examines the effects of managerial ownership, research and development (R&D), financial risk, and investment on firm growth in the Asian defense systems industry, with leverage serving as a mediating mechanism. The defense sector is characterized by heightened geopolitical exposure, persistent technological innovation requirements, and stringent risk governance, making the identification of firm-level growth drivers particularly critical(Gheorghe & Panazan, 2024).Using a balanced panel dataset of 74 defense systems firms operating across Asia over the observation period, this study applies panel data regression based on the Fixed Effects Model (FEM), complemented by mediation analysis to assess the indirect role of leverage(Sommet, 2025).The empirical findings indicate that managerial ownership and investment exert positive and statistically significant effects on firm growth. R&D intensity also demonstrates a positive association with firm growth, underscoring the strategic importance of innovation in sustaining competitive advantage within the defense industry(Nel et al., 2025). In contrast, financial risk does not show a significant impact on firm growth, suggesting the presence of effective risk management and institutional buffering mechanisms in defense firms. Moreover, leverage partially mediates the relationships between R&D and firm growth as well as between investment and firm growth, while its mediating role in other relationships is not statistically supported(Xia & Wei, 2025). This study offers novel empirical evidence by explicitly modeling leverage as an internal financial transmission mechanism linking innovation and investment to firm growth within a strategically regulated defense industry an aspect that remains underexplored in prior growth and capital structure literature(Wu et al., 2025). By focusing on Asian defense systems firms, this research extends existing evidence beyond conventional manufacturing or civilian high-technology sectors. The findings contribute to a more nuanced understanding of growth dynamics in defense-related industries and provide policy-relevant insights into ownership design, innovation financing, and financial governance under geopolitical constraints(Anderson & Luiz, 2025).