Evaluating Indonesian Islamic Banking Scholarly Publications: A Data Analytics

Hassan, Muhammad Kabir; Hudaefi, Fahmi Ali; Agung, Ahmad

doi:10.21098/jimf.v8i3.1560

Cited by 5 publications

(6 citation statements)

References 57 publications

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“…In another narration, The Holy Prophet said: Keeping in mind the above discussion and to gain a deeper understanding of the future performance of Islamic banks, it is important to conduct a separate study that examines the financial performance of Islamic banks using textual information in annual reports. Hassan et al (2022aHassan et al ( , 2022b) also endorse a similar view that there is a need to perform a textual analysis of this emerging field of Islamic banking. This study fills this important gap and provides valuable insights into the performance prediction of Islamic banks that has not been addressed in previous literature.…”

Section: Introductionmentioning

confidence: 86%

“…These banks differ significantly from conventional banks in various ways, such as regulations, profit distribution (Farook et al, 2012), asset-backed product offerings (Cerovic et al, 2017) and capital formation (Abu-alkheil et al, 2017). The Islamic banking system adheres to the laws of Islamic Shari'ah, making interest-free banking (Abbass et al, 2022a(Abbass et al, , 2022b(Abbass et al, , 2022cHassan et al, 2017;Hassan et al, 2022aHassan et al, , 2022bHassan et al, 2021;Zaher and Hassan, 2001). In Shari'ah terms, interest is called "Riba," which is prohibited in Islam because it causes a way of exploitation to the borrowers.…”

Section: Introductionmentioning

confidence: 99%

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Predicting the future financial performance of Islamic banks: a sentiment analysis approach

Iqbal,

Sohail,

Malik

2023

IMEFM

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Purpose This study aims to predict the financial performance of Islamic banks with sentiments of management from the textual information in annual reports. Design/methodology/approach The study uses data from 33 Islamic banks in six Islamic countries from 2006 to 2020. The authors estimate the model using the system GMM because it helps dealing with endogeneity problem, which are inherent in panel data. Findings The findings of the study reveal that there is a strong relationship between the sentiment expressed by management in annual reports and the current (future) financial performance of Islamic banks. The higher the positive sentiments of management, the better financial performance. In addition, the study also suggests that negative sentiments using term frequency-inverse document frequency is linked to a decrease in banks’ financial performance. Research limitations/implications The study does not present the Islamic view on sentiment analysis in the context of Islamic scriptures due to the unavailability of a relevant dictionary. Practical implications The findings of the study suggest that developing accurate models with the help of textual information for performance prediction of Islamic banks help shareholders, regulators and policymakers avoid devastating events. Using textual information may also help reduce the information asymmetry between the management and shareholders, which may lead to more efficient bank supervision. The study can also help investors evaluate their prospective investments in the Islamic bank. Originality/value To the best of the authors’ knowledge, this study is the first of its kind that uses management sentiments for performance prediction of the Islamic banking sector. It may add a valuable contribution to the existing literature.

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Section: Introductionmentioning

confidence: 86%

Section: Introductionmentioning

confidence: 99%

Predicting the future financial performance of Islamic banks: a sentiment analysis approach

Iqbal,

Sohail,

Malik

2023

IMEFM

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“…Compared with the VOSviewer software, the Bibliometrix package in RStudio has gained popularity with bibliometric researchers because it has richer and more powerful features, primarily in the visualization aspect. The Bibliometrix package in RStudio has been used in previous recent studies in various fields, including in business, management, and economics settings (Abbas et al 2022;Alshater et al 2021;Bashar et al 2022;Baz and Iddik 2022;Hassan et al 2022;Ingale and Paluri 2022;Taqi et al 2021;Thomas and Gupta 2021).…”

Section: Methodsmentioning

confidence: 99%

“…Bibliometrics or scientometrics, which is also practiced as a type of data analytics for evaluating scholarly publications (Hassan et al 2022), can be understood as the use of quantitative investigation and statistics to research outputs such as journal articles and their citation sums (Reuters 2008). This technique has gained popularity in the past decade for performing comprehensive science mapping analyses (Aria and Cuccurullo 2017) This study aims to evaluate the current state of management studies using a bibliometric approach of the sixteen debuts of Jurnal Pengurusan.…”

Section: Literature Reviewmentioning

confidence: 99%

“…There are several tools employed by researchers when conducting bibliometric analyses. These include VOSViewer (van Eck and Waltman 2010), SciMAT (see, for instance, de las Heras-Rosas and Herrera 2021) and the Bibliometrix package in RStudio (e.g., see; Alshater et al 2021;Baz and Iddik 2022;Hassan et al 2022;Taqi et al 2021). These three main bibliometric software have their advantages and disadvantages.…”

Section: Literature Reviewmentioning

confidence: 99%

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A Scientometric Study on Management Literature in Southeast Asia

Firmansyah

Wahid

Gunardi

et al. 2022

JRFM

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This study employs bibliometric analysis, i.e., a kind of data analytics for evaluating scholarly publications, to evaluate journal publishing management issues in the Southeast Asian context. A total of 500 Scopus-indexed documents from Jurnal Pengurusan were sampled. The finding reveals that Malaysia is the most prominent country in terms of author affiliation, country performance, and keyword appearance. The collaboration among the authors of the sampled journal is primarily from the Asian continent, with a few from Australia. The topics of this journal have incrementally evolved from conventional to contemporary issues. This journal has made substantial contributions to the subject of Islamic finance and business, which is congruent with Malaysia’s role as a global center of Islamic finance. In addition, some contemporary subjects, such as blockchain, metaverse, and fintech, have emerged, demonstrating the relevance of this journal coverage to the contemporary management issues occurring in the financial markets worldwide. This study provides a critical novelty in the assessment of scholarly publications on management issues in the Southeast Asian context with Jurnal Pengurusan as the case.

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A Bibliometric Analysis of Islamic Philanthropy

Huda

Tohirin

Luqmana

2023

JIEBR

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This study aims to retrieve journal articles related to Islamic philanthropy over a span of 16 years and propose new pathways for future research. The study involved a bibliometric analysis of 122 publications on the subject registered in the Scopus database from 2007 to 2023. The bibliometric procedure evaluates research performance and progress within an international impact framework, while Biblioshiny-R and VOSviewer visualize overall research trends in Islamic philanthropy. The results of the study show that Indonesia is the country with the most publications related to Islamic philanthropy. Hilman Latief and Fauzia Amalia are the two leading authors in this field based on the total number of publications and citations. The Journal of Muslim Philanthropy and Civil Society is the journal that has published the most papers on this topic. Some of the author's most recent keywords include "islamic charity; muslim philanthropy; sadaqa; ethics of giving; needy; philanthropy; Islam; zakat; charity; muhammadiyah; islamic; sdgs; food security; wealth," which shows a strong current interest in the study of Islamic philanthropy. This paper is useful to academics, organizations, and policymakers in understanding the general picture of the field of Islamic philanthropy and allows future researchers to see where this study started and trace its shifts over time.

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Evaluating Indonesian Islamic Banking Scholarly Publications: A Data Analytics

Cited by 5 publications

References 57 publications

Predicting the future financial performance of Islamic banks: a sentiment analysis approach

Predicting the future financial performance of Islamic banks: a sentiment analysis approach

A Scientometric Study on Management Literature in Southeast Asia

A Bibliometric Analysis of Islamic Philanthropy

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