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                                                                         Borsa Istanbul Review
                                                                                    _
                                                                             Borsa Istanbul Review 14 (2014) 32e47
                                                                 http://www.elsevier.com/journals/borsa-istanbul-review/2214-8450
                  Interdependence between Islamic capital market and money market:
                                                                 Evidence from Indonesia
                                                                                   a,*                                     b,1
                                                        Imam Wahyudi                   , Gandhi Anwar Sani
                                        a Department of Management, Faculty of Economics and Business, University of Indonesia, Indonesia
                                                                bInspectorate General, Ministry of Finance, Indonesia
           Abstract
              This study investigate VAR TodaeYamamoto causality test between macroeconomic variables and Islamic financial market. The purpose of
           this study is to analyze the information content of Islamic capital market and money market return with respect to macroeconomic and global
           factors. Using bivariate method, we found that Islamic capital market index (JII) has more content information than Islamic money market index
           (SBIS). The exchange rate and VIX index significantly affected JII. Otherwise, only VIX index have been found to significantly affect SBIS.
           Using multivariate method, JII has more content information (exchange rate, world oil price, China’s economic growth, and VIX index) than
           SBIS (SBI rate, inflation rate, and VIX index). Contradiction in these findings indicates the presence of (i) interaction between the macro-
           economic variables, (ii) interaction between the financial market and the macroeconomic variables, and (iii) interaction between the Islamic
           capital market and money market. Further, by considering these interactions, JII more suitable for use as a barometer of fiscal policies in
           Indonesia, while SBIS suitable for monetary policies.
                                         _
           Copyright  2013, Borsa Istanbul Anonim Şirketi. Production and hosting by Elsevier B.V. Open access under CC BY-NC-ND license.
           JEL classification: E44; E63; F36; G15
           Keywords: Islamic finance; Capital market; Money market; Monetary; Causality
           1. Introduction                                                                    and it will trigger the substitution effect on stocks and other
                                                                                              interest bearing securities. At the same time, the increase of
              In financial theory, the performance of money markets and                        interest rate in the market will increase the discount rate in the
           stock markets are supposed to be negatively correlated                             valuation model as reflected on the nominal risk-free rate, and
           (Friedman, 1988). An increase in the interest rate will be fol-                    therefore leads to an inverse relationship between interest rates
           lowedbyanincreaseintheopportunitycostofthecashholding,                             and stock prices (Maysami & Koh, 2000). In emerging market,
                                                                                              when central bank increase interest rates due to recession or
                                                                                              overheating economic growth, it often indicates the heightened
            * Corresponding author. Department of Management Building Second Floor,           risk in the economy, which will send a negative signal in the
           Faculty of Economics and Business, University of Indonesia, Jl. Prof. Dr.          market. Increasing interest rate will increase overall rate of re-
           Sumitro Djojohadikusumo, Kampus UI Depok 16424, Indonesia. Tel.: þ62 21            turn in the money market, hence investor (including investor in
           7272425; fax: þ62 21 7863556.
             E-mail addresses: i_wahyu@ui.ac.id (I. Wahyudi), gandhianwar@depkeu.             capital market) will tend to hold the most liquid asset or moves
           go.id (G.A. Sani).                                                                 to the money market. This will cause lower liquidity in capital
                                                       _
            Peer review under responsibility of Borsa Istanbul Anonim Şirketi                 market. Lowerliquiditywill drivethe investor to sell their asset
                                                                                              at a lower price for fearing the worst. This phenomenon is often
                                                                                              referred as ‘flight to liquidity’ (Alquist, 2010; Longstaff, 2004).
                           Production and hosting by Elsevier                                     Contrary to the theory above, negative correlation between
            1 Juanda II Building Fifth Floor, Inspectorate General, Ministry of Finance,      money markets and stock markets in real world, especially in
           Republic of Indonesia, Jakarta, Indonesia. Tel.: +62 815 9792633.                  emerging markets, were often overridden by the risk-on, risk-
                                                                     _
           2214-8450 Copyright  2013, Borsa Istanbul Anonim Şirketi. Production and hosting by Elsevier B.V. Open access under CC BY-NC-ND license.
           http://dx.doi.org/10.1016/j.bir.2013.11.001
                                                                                       _
                                                          I. Wahyudi, G.A. Sani / Borsa Istanbul Review 14 (2014) 32e47                                           33
             off world, which resulted in correlations across asset classes                First, as long as arbitrageur-investors could profit from both
             that suddenly increased significantly. Mishkin (2004) stated                   markets, it is expected that the movements in the interest rate
             that the change of interest rate is positively correlated with the            (SBI rate) should impact return on Islamic money and Islamic
             growth in money supply and expansion of the real sector, and                  stock markets, as they act as a benchmark (opportunity cost).
             it leads to an increase in the firm’s cash flows and stock price,               Second, since central bank creates both Islamic and non Is-
             but when the level of increase in the cash flow is not same with               lamic money market instruments, it will naturally keep both
             the increase in discount rate as well as in the nominal risk-free             rate of return to be similar. The dual monetary system implies
             rate (DeFina, 1991), the increase in the discount rate will                   that Bank Indonesia as the regulator is responsible in man-
             decrease the stock price (Maysami & Koh, 2000). This rela-                    aging the dual monetary policies; the conventional monetary
             tionship emerged as the result of the application of interest rate            policies through Bank Indonesia Certificates (SBI) and the
             regimes. On the other side, when the uncertainty of returns on                Islamic monetary policies through Bank Indonesia Sharia
             equity is high and resulted in lower stock market performance,                Certificates (SBIS), all at once (Ascarya, 2012). Third, SBIS in
             investors immediately shift their funds to money markets                      Indonesia are using ju’alah contract where its rate of return is
             through investments in fixed income instruments. It is natural                 based on Interbank Mudharabah Investment Certificate
             to assume that investing in money markets is much safer than                  (SIMA). SIMA is the benchmark for real Islamic bank’s rate
             investing in stock markets, when the market is volatile. Both                 of return, but since Islamic bank in Indonesia is indirectly
             money markets and stock markets are believed to play an                       benchmarked on interest rate (BI rate), the performance of
             important role in transmitting monetary and fiscal policies in a               SBIS are indeed affected by BI rate, this phenomenon is also
             country.                                                                      found in Malaysia (Chong & Liu, 2009). Apart from the three
                Themainactors in money markets are banks, in which they                    issues, as mentioned in Guyot (2011) that the method of
             can act as an issuer of financial instruments, the buyer or the                efficient investment allocation in the financial market often
             seller. Before 1992, only conventional banks existed in the                   cannot be compromised with the application of sharia criteria.
             Indonesian banking industry. But since 1992, Islamic banks                    Guyot (2011) found that the majority of Dow Jones Islamic
             have emerged into the Indonesian banking system and the                       Indexes has a liquidity level that is almost similar with con-
             regime of dual monetary systems began to apply. Unlike                        ventional stock market indexes. He found that the religious
             conventional banks, Islamic bank’s fundamental idea is to                     investor whose investment decision is based on Islamic prin-
             abolish the system of interest and to apply the system of profit-              ciples do not bear significant costs in terms of illiquidity.
             loss sharing. In the profit-loss sharing system, the return is                     Since 2000, JII has been established as a reference to the
             calculated based on the real income of the clients’. In this                  performance of Islamic stocks in the Indonesian capital market
             system, the growth of circulated money in the economy should                  and should be established based on the principles of Islamic
             follow the growth of the output occurring. Thus, in the area                  finance. However, in practice, both returns are indicated to be
             where the dominant actor is Islamic banks, it is expected that                driven by the same factors, namely SBI rate (see Fig. 1). In
             the money market should have independent performance over                     fact, SBI rate is a form of interest rate, and as such also usury,
             the movements in market interest rates. This signifies the ideal               which is explicitly excluded from any Islamic financial sys-
             world of Islamic market, where it operates in pure segmen-                    tem. Thus both the returns of JII and SBIS should be inde-
             tation between Islamic market and non Islamic market.                         pendent from the movement of SBI’s return. Moreover, JII and
                However, there are three main reasons of why the Islamic                   SBIS should reflect the principles of profit-loss sharing based
             money market could never be as independent as intended.                       on actual returns on the real sector. Therefore, JII and SBIS
             Fig. 1. Movement of the JII closing index, SBI and SBIS over 2002e2011. Data sources: JII and IHSG closing index from Bloomberg; SBI and SBIS from Bank
             Indonesia. SBI and SBIS are presented in percentage multiplied by 10. JII, SBI and SBIS are presented in primary vertical axis. IHSG is presented in secondary
             vertical axis. IHSG is the Jakarta Stock Index. Data period is from January 1, 2002 to December 31, 2011.
                                                                                            _
           34                                               I. Wahyudi, G.A. Sani / Borsa Istanbul Review 14 (2014) 32e47
           Table 1
           Differences between investment in Islamic and conventional capital markets.
           No.     Islamic capital markets                                                          Conventional capital market
           1       Limited to sectors not prohibited/included in negative lists of sharia           Free to choose either the debt-bearing investment or the profit-bearing
                   investment and not on the basis of debt (debt-bearing investment)                investment across sectors
           2       Based on sharia principles that encourage the application of profit-loss          Based on the principle of interest
                   sharing partnership schemes
           3       Prohibiting various forms of interest, speculation, and gambling                 Allowing speculation and gambling which in turn will lead to uncontrolled
                                                                                                    market fluctuations
           4       The existence of sharia guidelines governing various aspects such as             Investment guidelines in general in capital market legal products
                   asset allocation, investment practices, trade and income distribution
           5       There is a screening mechanism of companies which must follow sharia             e
                   principles
           should be more influenced by macroeconomic factors than the                           issuance of sharia securities lists. Additionally since 2003, the
           SBI rate. To prove this, we will examine the relationship be-                        National Sharia Board (DSN), MUI has issued Fatwa Number:
           tween macroeconomic variables and returns of JII and SBIS.                           40/DSN-MUI/X/2003 on capital markets and general guide-
           Then, to see the effectiveness of the use of either JII or SBIS                      lines for the implementation of sharia principles in the capital
           as an indicator of the success of the central bank’s monetary                        market. Issuers/public companies shall meet the qualitative
           policy, we will examine both factor to see which of the two has                      and quantitative criteria in order that their stocks can be
           more information content.                                                            classified in the JII group.
               Therest of this paper will be arranged as follows. Section 2
           is the institutional background and literature review. Section 3                      1. Qualitative criteria:         issuers/public      companies do not
           consists of a conceptual framework. Section 4 is the data.                                conduct business activities in the field of gambling and
           Section 5 is the methodology. Section 6 is an analysis of                                 games classifies as gambling; trade banned according to
           the results. Section 7 is the conclusion and managerial                                   sharia; usury financial services; trading risks containing
           implications.                                                                             gharar and maysir; producing, distributing, trading, and/or
                                                                                                     providing forbidden (haram) goods or services;
           2. Institutional background and literature review                                     2. Quantitative criteria: the total interest-based debt is
                                                                                                     compared to the total assets which are not more than 45%,
           2.1. Indonesian Islamic stock market                                                      or the total interest income and the other forbidden
                                                                                                     (haram) income are compared to the total revenue and
               Islamic capital market, as a part of Islamic economic sys-                            other income which is not more than 10%.
           tem, serves to increase efficiency in the management of re-
           sources and capital, as well as to support investment activities                         JII was established in order to serve as a benchmark for the
           (Ali, 2005). The products and activities of capital markets                          performance of investments in Islamic stocks. In addition, it is
           should reflect the principles of Islam, based on the principles                       expected to increase investors’ confidence in developing Is-
           of trust, and the presence of real assets or activities as an                        lamic equity investments. Based on the data from Bapepam &
           underlying object. In addition, transactions in the capital                          LK (now the Financial Services Authority), the performance
           market should be managed in a fair and equitable distribution                        of Islamic stocks indices (JII) indicated significant growth. JII
           of benefits. Prohibition of riba, gharar, maysir, tadlis and                          monthly closing value has grown by 662.189%, i.e., 70.459
           ikraha in all activities related to muamalah is the fundamental                      points in January 2002 into 537.031 points in December 2011.
           principle supported by some other principles, namely the                             Fig. 1 shows the value movement of the JII closing index and
           principle of risk sharing, prohibition of speculative behavior,                      the SBI and SBIS over the period of 2002e2011. In
           protection of property rights, transparency, and fairness in                         2008e2009, JII closing values decreased dramatically, and at
           agreement contracts (Iqbal & Tsubota, 2006). Some funda-                             the same time there was an increase (although not significant)
           mental differences between conventional and sharia capital                           in the returns of SBI and SBIS. Apparently during this period,
           markets are shown in Table 1.                                                        the sub-prime mortgage crisis was occurring in the U.S. This
               Performance of Islamic stock markets in Indonesia is                             joint incident indicates that the crisis in the U.S. has affected
           measured by the Jakarta Islamic Index (JII). JII was estab-                          Indonesia through the transmission mechanism in several
           lished on the 2nd of July 2000 and consisted of 30 stocks                            sectors such as trade, investments, and banking.
           based on several criteria established by the Capital Market
           Supervisory Agency and Financial Institution (Bapepam &                              2.2. Indonesian Islamic money market
           LK)inaccordancewith the Decree of the Head of Bapepam &
           LK Number: KEP-181/BL/2009 on the issuance of sharia se-                                 Unlike in the capital market, only Islamic bank (Islamic
           curities which then was amended by the Decree of the Head of                         commercial bank or Islamic business units) are allowed to
           Bapepam & LK Number: KEP-208/BL/2012 on criteria and                                 issue financial instruments in the Islamic money market. Other
                                                                                       _
                                                          I. Wahyudi, G.A. Sani / Borsa Istanbul Review 14 (2014) 32e47                                           35
             players in financial industry such as conventional bank, in-                       As the alternative instrument, SBIS also has several
             surance (or re-insurance), takaful (or re-takaful) and leasing                weaknesses. First, SBIS obliges Islamic bank as the participant
             company, are only allowed as an investor. The first instrument                 to accomplish the contract, where it differs from the original
             released in Indonesian Islamic money market is Wadiah Cer-                    feature of ju’alah contract in sharia rules. If Islamic bank
             tificate of Bank of Indonesia (SWBI), which issued based on                    terminated the contract of SBIS before its maturity date, Bank
             Bank of Indonesia regulation no. 2/9/PBI/2009 on February                     of Indonesia will charge a penalty regardless the severity of
             23, 2000 and revised into PBI no. 6/7/PBI/2004 on February                    liquidity problem in that Islamic bank. Second, when Islamic
             16, 2004. SWBI uses wadiah contract based on advice of                        bank executed the repurchase agreement of SBIS, they will be
             National Sharia Board no. 36/DSN-MUI/X/2002, where Is-                        charged an obligatory ‘repo fee’ (gharamah) for the reason
             lamic bank deposited their money to Bank of Indonesia in                      that they did not fulfill the SBIS contract. The amount of ‘repo
             short term, such as 1 week (7 days), 2 weeks (14 days), or 1                  fee’ follows the market interest rate (BI rate) as explained in
             month (28 days). At the end of period, Bank of Indonesia will                 SE no. 10/17/DPM and revised in SE no. 12/26/DPM. Third,
             give bonuses to the Islamic Bank which deposited their fund,                  similar with SWBI, SBIS is deposited fund based contract;
             and the bonuses are calculated based on return of Interbank                   hence SBIS cannot be traded in secondary market.
             Islamic Money Market (SIMA). Until 2008, Bank of Indonesia
             treated SWBI as a monetary policy instrument to absorb                        2.3. The theory of market integration
             excess liquidity in Islamic money market.
                However, SWBI has shown the several weaknesses. The                            Based on the difficulty and the easiness of capital flows in a
             first, the wadiah bonuses is often regarded by Islamic scholars                country, market integration could be classified into three cat-
             as not-quite in compliance with the sharia principle. The                     egories: full integrated markets, mild segmentation and full
             second, as a financial asset, SWBI is not liquid because it                    segmentation (Choi & Rajan, 1997; Husnan & Pudjiastuti,
             cannot be traded in the secondary market. The third, the return               1994). The more restrictions given by the government, the
             of SWBI cannot be predetermined, if it assumed to follow the                  more it will lead to segmented markets and vice versa.
             sharia rules. The bonuses, which are given by Bank of                         Beckers, Connor, and Curds (1996) defined market integration
             Indonesia, are based on SIMA return. Because SIMA’s return                    through three approaches: based on restrictions in investment
             fluctuates along the Islamic bank return, then so should the                   from international investors, such as regulatory, fiscal (taxes),
             behavior of SWBI’s return. In addition, SWBI is not an                        or administrative impediments; based on the consistency of the
             effective monetary instrument for Bank of Indonesia, where                    stock pricing across capital markets; and based on the corre-
             the open window operation that implemented allow the Is-                      lation between the stock returns across different capital
             lamic banks to determine the time horizon and transaction                     markets.
             volume in their own interest.                                                     Armanious (2007) stated that a capital market is considered
                In 2008, Bank of Indonesia switch over to Islamic Certifi-                  to be integrated with another capital market if they have an
             cate Bank of Indonesia (SBIS) through PBI no. 10/11/PBI/                      ongoing balance relationship. In other words, there are co-
             2008 on March 31, 2008 and it is revised into PBI no. 12/18/                  movements among those capital markets indicating the pres-
             PBI/2010 on August 20, 2010. In contrast with SWBI, SBIS                      ence of integration among those capital markets. Thus, one
             uses ju’alah contract based on advice of National Sharia Board                capital market can be used as a measuring instrument to pre-
             no. 62/DSN-MUI/XII/2007 about ju’alah contract and no. 64/                    dict the return of the other capital market(s). Heaney, Hooper,
             DSN-MUI/XII/2007 about ju’alah SBIS. Based on ju’alah                         and Jaugietis (2002) considered the integration of regional
             contract, Bank of Indonesia is able to offer incentives to the                capital markets as a condition in which investors can buy and
             Islamic bank. This scheme enables Islamic banks to absorb                     sell stocks in any market without any restrictions. Identical
             excess liquidity in the market through SBIS purchases.                        securities can be issued, redeemed, and sold in all the markets
                SBIS has several advantages compared to SWBI. First, the                   in the region (Dorodnykh, 2012). This condition implies that
             incentive in ju’alah contract is more sharia compliant. Second,               identical securities are issued and sold at the same price in any
             the return in SBIS is more certain because the incentive is                   capital market, of course, after adjusting the value to the one
             predetermined in the contract. Third, as the monetary instru-                 of the applicable currency.
             ment, Bank of Indonesia could determine the time horizon and
             volume of SBIS through the auction mechanism. Ju’alah in                      2.4. The effects of macroeconomic factors on the
             SBIS represents the ability of Islamic Bank in absorbing                      financial markets
             excess liquidity from the market, so that the fund deposited in
             Bank of Indonesia essentially belongs to Islamic bank. It                         Macroeconomic represents the interaction among the labor
             meansthat when the period of ju’alah is end, that fund must be                market, the goods market, and the market of economic assets
             transferred back to the Islamic bank. Therefore, based on PBI                 as well as the interaction among countries in the trading ac-
             no. 10/11/PBI/2008 and then it is revised through PBI no. 12/                 tivities of one particular country and others (Dornbusch,
             18/PBI/2010, Islamic bank with liquidity problem could use                    Fischer, and Startz, 2008). In globalization, the shock occur-
             SBISascollateral (rahn) to Bank of Indonesia in executing the                 ring within the economy of a given country can lead to
             repurchase agreement of SBIS and taking the intraday                          contagion effects of the economies of the other countries.
             liquidity or short term financing facilities.                                  When the domestic economy is integrated with the world
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...Available online at www sciencedirect com borsa istanbul review e http elsevier journals interdependence between islamic capital market and money evidence from indonesia a b imam wahyudi gandhi anwar sani department of management faculty economics business university binspectorate general ministry finance abstract this study investigate var todaeyamamoto causality test macroeconomic variables nancial the purpose is to analyze information content return with respect global factors using bivariate method we found that index jii has more than sbis exchange rate vix signicantly affected otherwise only have been affect multivariate world oil price china s economic growth sbi ination contradiction in these ndings indicates presence i interaction macro ii iii further by considering interactions suitable for use as barometer scal policies while monetary copyright anonim irketi production hosting v open access under cc nc nd license jel classication f g keywords nance introduction it will trigg...

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