Nugroho Saputro, Putra Pamungkas, Irwan Trinugroho, Yoshia Christian Mahulette, Bruno Sergio Sergi and Goh Lim Thye
This paper investigated whether a bank’s popularity and depositors' fear of Google search volume could affect bank deposits and credit.
Abstract
Purpose
This paper investigated whether a bank’s popularity and depositors' fear of Google search volume could affect bank deposits and credit.
Design/methodology/approach
The authors used two different quarterly data from Google Trends and banking data from 2012 Q1 to 2020 Q1. Based on available data, Google Trends data start from 2012. The authors exclude data after 2020 Q1 because the Covid-19 pandemic arguably increased the volume of Internet users due to shifting behavior to online activities. They merged and cleaned the data by winsorizing at 5 and 95 percentiles to avoid any outlier problems, reaching 74 banks in the sample. They used panel data estimation of quarterly data following Levy-Yeyati et al. (2010) and Trinugroho et al. (2020).
Findings
The results show that a higher search volume of a bank’s name leads to higher deposits. A higher search volume of depositor fear reduces deposits and credit. The authors also found that banks with high risk and a high search volume of their name have a significantly lower volume of deposits.
Originality/value
To the best of the authors’ knowledge, not many papers in banking and finance have used Google Trends data to gauge related issues regarding depositors' behavior. The authors have filled a gap in the literature by investigating whether the popularity of Google search and depositors' fear could impact deposits and credit. This study also attempted to establish whether Google Trends data could be a reliable source of information to predict depositors' behavior by using a Zscore to measure bank risk.
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Doddy Setiawan, Bandi Bandi, Lian Kee Phua and Irwan Trinugroho
This research aims to examine the effect of ownership structure on dividend policy using the Indonesian context. The most common ownership structure is concentrated in the hand of…
Abstract
Purpose
This research aims to examine the effect of ownership structure on dividend policy using the Indonesian context. The most common ownership structure is concentrated in the hand of family owners except in the UK and USA (La Porta et al., 1998, 2000). Family owners hold more than half of the companies in Indonesia (Carney & Child, 2013; Claessens et al., 2000). Family firms play an important role in Indonesia. Another important characteristic that emerges is the rise of government- and foreign-controlled firms in Indonesia. Thus, this research also divides ownership concentration into family firms, government-controlled and foreign-controlled firms.
Design/methodology/approach
Samples of this research consist of dividend announcements during 2006-2012 in Indonesian Stock Exchange. This research excluded financial data because these have characteristics that are different non-financial sectors’ characteristics. The final sample of this research consists of a 710 firm-year observation.
Findings
The result of this research shows that ownerships have a positive effect on dividend payout. This research divides the sample into family-controlled firms, government-controlled firms (GOEs) and foreign-controlled firms. This research shows that government- and foreign-controlled firms have a positive impact on dividend payout. However, family firms have a negative effect on the dividend payout. Family firms pay lower dividends because they prefer to control it themselves. Family firms earn benefit from those resources, but at the expense of minority shareholders. Thus, family firms engage in expropriation to minority shareholders.
Research limitations/implications
This study focuses on ownership structure of Indonesian listed firm. This study does not analyze the impact of other corporate governance mechanism such as board structure on dividend decisions. The owner of the companies (family, government and foreign firm) has an opportunity to put their member as part of board members. However, this study does not analyze the impact of board structure on dividend decisions.
Originality/value
This study provides evidence that ownership concentration positively affects dividend payout. However, there is a different effect of ownership structure (family-controlled firms, GOEs and foreign-controlled firm). Government- and foreign-controlled have a positive effect; however, family-controlled firm have a negative effect on dividend payout. Therefore, this study provides evidence of the importance of ownership structure on dividend decision.
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Lim Thye Goh, Irwan Trinugroho, Siong Hook Law and Dedi Rusdi
The objective of this paper is to investigate the impact of institutional quality, foreign direct investment (FDI) inflows and human capital development on Indonesia’s poverty…
Abstract
Purpose
The objective of this paper is to investigate the impact of institutional quality, foreign direct investment (FDI) inflows and human capital development on Indonesia’s poverty rate.
Design/methodology/approach
The quantile regression on data ranging from 1984 to 2019 was used to capture the relationship between the impact of the independent variables (FDI inflows, institutional quality and human capital development) on Indonesia’s poverty rate at different quantiles of the conditional distribution.
Findings
The empirical results reveal that low-quantile institutional quality is detrimental to poverty eradication, whereas FDI inflows and human capital development are significant at higher quantiles of distribution. This implies that higher-value FDI and advanced human capital development are critical to lifting Indonesians out of poverty.
Practical implications
Policymakers should prioritise strategies that advance human capital development, create an enticing investment climate that attracts high-value investments and improve institutional quality levels.
Originality/value
This study contributes to the existing literature because, compared to previous studies that focussed on estimating the conditional mean of the explanatory variable on the poverty rate. It rather provides a more comprehensive understanding of the quantiles of interest of FDI inflows and institutional quality on the Indonesian poverty rate, allowing for more targeted policies.
Peer review
The peer review history for this article is available at: https://publons.com/publon/10.1108/IJSE-09-2023-0733
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Inka Yusgiantoro, Putra Pamungkas and Irwan Trinugroho
This study aims to empirically investigate the sustainability and performance of Bank Wakaf Mikro (hereafter called BWM), which is a waqf-based microfinance in the context of…
Abstract
Purpose
This study aims to empirically investigate the sustainability and performance of Bank Wakaf Mikro (hereafter called BWM), which is a waqf-based microfinance in the context of Indonesia.
Design/methodology/approach
The authors use several model specifications. The specifications mainly take the BWM’s characteristics and governance into account. The authors use a standard-panel data approach with a fixed-effects model as the Hausman test result favors the fixed-effects model. The authors collected monthly data from the Indonesia Financial Services Authority for the period 2018–2020. The detailed data, 39 BWM enabling us to observe the financial, social and governance elements of BWMs.
Findings
The results reveal interesting findings. The authors find that BWM characteristics, governance and social capital are significant in shaping BWM’s sustainability, performance and risk. Furthermore, the authors find that BWM located in a province with higher lending density has lower performance than those located in a province with lower lending density. The results provide some evidence on how waqf-based microfinance could achieve both economic and social goals. It could provide perspectives for stakeholders in designing microfinance institutions.
Originality/value
This paper is the first to empirically study the waqf-based microfinance institutions in Indonesia by looking at the determinants of performance and sustainability of those institutions.
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Jamal Wiwoho, Irwan Trinugroho, Dona Budi Kharisma and Pujiyono Suwadi
The purpose of this study is to formulate a governance and regulatory framework for Islamic crypto assets (ICAs). A balanced regulatory framework is required to protect consumers…
Abstract
Purpose
The purpose of this study is to formulate a governance and regulatory framework for Islamic crypto assets (ICAs). A balanced regulatory framework is required to protect consumers and to encourage digital Islamic finance innovation.
Design/methodology/approach
This study focuses on Indonesia and compares it to other countries, specifically Malaysia and the UK, using statutory, comparative and conceptual research approaches.
Findings
The ICAs are permissible (halal) commodities/assets to be traded if they fulfil the standards as goods or commodities that can be traded with a sale and purchase contract (sil’ah) and have an underlying asset (backed by tangible assets such as gold). Islamic social finance activities such as zakat and Islamic microfinance activities such as halal industry are backed by ICAs. The regulatory framework needed to support ICAs includes the Islamic Financial Services Act, shariah supervisory boards, shariah governance standards and ICA exchanges.
Research limitations/implications
This study only examined crypto assets (tokens as securities) and not cryptocurrencies. It used regulations in several countries with potential in Islamic finance development, such as Indonesia, Malaysia and the UK.
Practical implications
The ICA regulatory framework is helpful as an element of a comprehensive strategy to develop a lasting Islamic social finance ecosystem.
Social implications
The development of crypto assets must be supported by a regulatory framework to protect consumers and encourage innovation in Islamic digital finance.
Originality/value
ICA has growth prospects; however, weak regulatory support and minimal oversight indicate weak legal protection for consumers and investors. Regulating ICA, optimising supervision, implementing shariah governance standards and having ICA exchanges can strengthen the Islamic economic ecosystem.
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Putra Pamungkas, Taufiq Arifin, Irwan Trinugroho, Evan Lau and Bruno S. Sergi
This study aims to investigate the effect of credit relaxation policy during the COVID-19 pandemic and its efficacy as a countercyclical policy on bank risk and stability.
Abstract
Purpose
This study aims to investigate the effect of credit relaxation policy during the COVID-19 pandemic and its efficacy as a countercyclical policy on bank risk and stability.
Design/methodology/approach
Using a sample of 39 listed Indonesian banks, the authors investigate the effect of credit relaxation policy on banks’ risk and stability. Data were retrieved from Eikon DataStream from monthly financial statements from June 2019 to December 2020. The authors use panel data analysis with a fixed-effect estimator to estimate the model.
Findings
The authors find that the credit relaxation policy affects banks’ stability. The authors also find no significant relationship between the policy and bank risk measured by non-performing loans. The authors also find that the policy mainly affects small banks and both state-owned and private banks.
Originality/value
This research has some policy implications that issuing prompt regulations to respond to urgent situations is needed and is very important to face crisis conditions and reduce the negative impact of such crises.
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Moch. Doddy Ariefianto, Irwan Trinugroho, Evan Lau and Bruno S. Sergi
This study aims to cover an important yet largely under-explored topic: the dynamic process of bank liquidity management in a vast developing economy by considering pool of funds…
Abstract
Purpose
This study aims to cover an important yet largely under-explored topic: the dynamic process of bank liquidity management in a vast developing economy by considering pool of funds hypothesis, signaling hypothesis and risk management hypothesis.
Design/methodology/approach
The authors apply the dynamic common correlated effect (DCCE) method with an error correction model format to a long panel datasets of 84 Indonesian banks from January 2003 to August 2019, resulting in 16,800 observations.
Findings
The authors obtain convincing evidence of dynamic liquidity management with an error correction mechanism. The time needed to adjust to a liquidity shock ranges from 2.5 to 3.5 months. The empirical results strongly support the pool of funds and signaling hypotheses, whereas risk management motive appears to have secondary importance.
Practical implications
The regulator should also encourage banks to diversify liquidity management to include interbank money market and off-balance-sheet instruments. The current condition shows that bank liquidity management is strongly correlated with intermediation dynamics and thus is contracyclical. Banks could end up with tight liquidity in a booming economy, which would pose a severe risk to their financial standing.
Originality/value
To authors’ knowledge, this study is the first to analyze bank liquidity management behavior empirically using a panel error correction mechanism. Here, the authors also try to combine a practitioner perspective with a scientific one.
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Irwan Trinugroho, Tastaftiyan Risfandy, Mamduh M. Hanafi and Raditya Sukmana
Using the Indonesian setting where the government formally limits the presence of busy commissioners, the authors investigate whether a board containing busy commissioners could…
Abstract
Purpose
Using the Indonesian setting where the government formally limits the presence of busy commissioners, the authors investigate whether a board containing busy commissioners could be beneficial or detrimental for firm performance.
Design/methodology/approach
The authors propose an econometric model focusing on the impact of busy commissioners on the firm's profitability. The authors are also interested in investigating whether the effect is different between small and large firms and between mature and non-mature firms. A sample of 392 Indonesian listed firms from 2014 to 2020 is used in this study.
Findings
The authors find a negative association between busyness and performance and this result is robust across different estimations and econometrics strategies. The authors also document that the negative impact of busy directors diminishes particularly in young and small firms. The authors also find that the impact is more pronounced in state-owned firms.
Practical implications
From a firm point of view, the result suggests that the companies should be aware that appointing busy commissioners in the board structure can detriment market-based performance. The listed firms should also understand that busy commissioners are inefficient, especially if these firms are large, mature and state-owned.
Originality/value
To the best of the authors’ knowledge, this is the first study investigating the relation between busy commissioners and performance by considering age, firm size and state-owned firms as a moderator in a sample of Indonesian listed firms.
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Rayenda Khresna Brahmana, Doddy Setiawan and Irwan Trinugroho
This paper examines the effect of lockdown on a firm's financial performance. The authors aim to fill in the debate over the corporate world's repercussions from governments'…
Abstract
Purpose
This paper examines the effect of lockdown on a firm's financial performance. The authors aim to fill in the debate over the corporate world's repercussions from governments' COVID-19 response. Therefore, it is imperative to understand what effect the lockdown policy has on firm financial performance.
Design/methodology/approach
The study data are cross-sectional, covering a sample of 246 listed firms in Indonesia. The lockdown policy and period data were retrieved from the Indonesian Ministry of Health COVID-19 special task force website. The authors’ empirical model for performance specification is based on annual data, following a common performance function in economics and finance literature. In addition to controlling for the standard error and province effect, the authors also controlled the COVID-19 cases and the province effect.
Findings
The lockdown deteriorates the firm's profitability, but it is not up to making the firms at financial distress level. Simply put, lockdown erodes the profitability significantly, leading to declining performance; however, it does not mean the firms generate default.
Research limitations/implications
Several shortcomings in the authors’ empirical setup need to be tackled for future research. For example, the study findings may limit the short-run effect but not the long-run effect (5–10 years after the pandemic). The findings also do not give room to justify that lockdown should not be imposed due to its deteriorating effect on the corporate world. Therefore, the authors leave this as a scope for future research.
Originality/value
This research is among the pioneer papers evaluating the effect of the government policy for mitigating the repercussions of COVID-19, and it reveals how this policy affects corporations.
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Datien Eriska Utami, Irwan Trinugroho and Bruno S. Sergi
We empirically investigate the determinants of sukuk issuance type in Indonesia to issue either ijarah sukuk or mudharabah sukuk. We include sukuk characteristics, sharia-related…
Abstract
We empirically investigate the determinants of sukuk issuance type in Indonesia to issue either ijarah sukuk or mudharabah sukuk. We include sukuk characteristics, sharia-related factors, and firm characteristics, provide empirical evidence on the determinants of sukuk issuance type by incorporating sukuk-specific factors, firm-specific factors, and sharia compliance variables, and address the role of Sharia Supervisory Board, as the sharia representative of firm compliance for sharia products, in the issuer’s choice of sukuk type. By studying 88 sukuk issuance in Indonesia from 2009 to 2017, we find that firm profitability and the sharia compliance level have a significant effect on the probability of issuing mudharabah sukuk. Some other factors’ characteristics including sukuk yield, firm age, and inflation rate are also found to have a significant effect.