Text Analytics in Economics

Text Analytics on Sumatra Economics

Aisyah As-Salafiyah — 2024-03-19

This study aims to determine the map of the development of research on the theme of Sumatra's economy published by indexed journals. The study was conducted in September 2020. The data analyzed were 494 research publications. The object of study is published scientific articles. The data were then processed and analyzed using the R Biblioshiny application program to determine the bibliometric mapping of the development of economic research in Sumatra. The results showed that the number of publications on this theme experienced a significant increase. The most popular keywords are Sumatra, di and Indonesia. The findings of this study indicate that the most popular topics used in this research theme are 'food security and agricultural transformation' and 'MSME development, tourism and the creative economy'. The research topics that need to be further developed are 'digitalization of the economy, e-commerce, and financial technology' and 'empowerment of the pesantren economy and strengthening the competitiveness of the halal industry'.

Green Finance: A Bibliometrix Application

Amelia Tri Puspita — 2024-03-14

Over the past 30 years, capital market debt has developed and grown rapidly around the world especially in Europe, Latin America and Asia. This capital market debt is usually used to fulfill development needs and other large projects in a country. Nowadays, capital market debt is needed for green projects that emphasize the concept of environmental friendliness. This is called green finance, where capital market debt is more utilized for projects that are concerned with the environment and sustainable development. This study aims to determine the development map and trend of Green Finance published by reputable journals in the field of Economics and finance. The data analyzed were more than 416 Scopus indexed research publications. The export data was then processed and analyzed using the R Biblioshiny application program to determine the bibliometric map of Green Finance development. The results showed that the number of publications on the development of the role of economic and financial research continues to increase.

A Sentiment Analysis on Short Selling: An Islamic Perspective

Anisa Syahidah Mujahidah — 2024-03-19

This research was conducted to examine the perception of short selling within the scope of the Islamic capital market sector in terms of scientific research in published journals that discuss short selling. The method used is descriptive statistical analysis with meta-analysis, sentiment analysis from secondary data in the form of 30 papers published in the last 10 years, then processed using Microsoft Excel 2016 and SentiStrength software. The results of the sentiment analysis show that there is a tendency for perceptions that tend to be blurred in the scientific literature on short selling, with neutral sentiment at 40%, negative sentiment at 37%, positive sentiment at 23%, and the remaining high negative sentiment and high positive sentiment at 0%. The results of the meta-analysis also show that in the last 10 years there is still not much research on short selling, so there is still a lot that needs to be studied about short selling. In addition, publications related to short selling have fluctuated from year to year.

Bibliometric Analysis of Scopus-Indexed Climate Finance Studies

Aam Slamet Rusydiana — 2024-03-15

Climate finance refers to the study of local and global financing of public and private investments aimed at supporting climate change mitigation and its impacts. This research aims to find out the extent of the development of Climate finance themed research in the world. The results of the study show that the number of research publications related to this topic is 1051 Scopus indexed journal articles. Furthermore, based on the results of the analysis on bibliometric author mapping, it shows that Chirambo D.; Mohan P.S.; Richardson B.J.; Gunningham N.; Bracking S.; Setyowati A.B.; D'orazio P.; Popoyan L.; and Michaelowa A are the authors who have the most publications on the theme of climate finance. Finally, in the development of research related to climate finance based on bibliometric keyword mapping, it is divided into 5 clusters, namely: (1)Economic Effects of Climate Finance Transition, (2)Governance Principles for Green Climate Fund Projects; (3)Implementation of Climate Finance, (4)Climate Change Financing Issues, and (5)Government Role in City Climate Finance Opportunities.

A Bibliometric Review on AHP in Banking

Syahdatul Maulida — 2024-08-14

The Analytic Hierarchy Process, developed by Thomas Saaty, is one of the most widely used methods in decision-making research. This study aims to determine the extent of the development of research on the theme of "AHP on Banking" in the world. The results of the study show that the number of research publications related to "AHP on Banking" is 207 Scopus indexed journal articles. For the research map related to "AHP on Banking" based on bibliometric keyword mapping, it is divided into 6 clusters, namely: (1) AHP in Banking Strategy Development; (2) AHP for Islamic Banking Customer Analysis; (3) AHP for Problem Identification in Banking Sector; (4) AHP Analysis of Efficiency Models in Banking Companies; (5) AHP for Advertising Effectiveness in Banking Services; and (6) AHP for Banking Sector Evaluation. In the future, these research clusters need to be further elaborated to find a good research agenda and novelty.