Development of Bond market in Bangladesh - Assignment Point
Development of Bond market in Bangladesh
Subject: Finance | Topics:

1.1  Introduction

The development of economy of any country depends mostly on the establishment of sound, effective and efficient financial system in that country. A well-developed financial system plays an important role in accelerating economic growth by mobilizing savings and facilitating investment in an efficient manner (Mu, 2007). Financial market is composed of different markets- Money Market, Capital Market, Derivative Market etc. All the markets play an interactive role for the development of economy by formation of capital through mobilizing funds, industrialization of economy through supplying adequate funds, providing services, linking investors to the industrial entrepreneurs etc. Besides, this requires sound regulatory framework, sound and investment sensitive administrative infrastructure, fiscal supports for making their role effective for economic development.

The financial sector of Bangladesh is characterized by the dominating presence of commercial banks, especially the Nationalized Commercial Banks (NCBs). Although, a paradigm shift in the degree of dominance has been observed of late with the emergence of private commercial banks-traditional and shariah based banking. Banking sector accounted for about 75 percent of the total financial system. Most of the available funds go to the NCBs in the form of deposits and channeled into lending. However, the NCBs had substantial nonperforming loan (NPL) portfolios. Both insurance and mutual funds industries are very small.

The debt market being an integral part of financial market plays a complementary role in developing economy through allocation of funds to the different deficit sectors. The debt market consists of money market, mortgage market, bond market and derivative market. The debt market of Bangladesh is very small. The size of domestic debt accounted for only 20 percent of the financial system. Bangladesh’s bond market represents the ‘smallest’ in South Asia, accounting for only 12 per cent of the country’s gross domestic product (GDP), a World Bank report said. “It is surprising that Bangladesh, which is much larger than Nepal in terms of population, land area and other measures, has the smallest bond market in the region,” the report added. Like in any other country, a well-developed tradable bond market is critical to ensuring stability and efficiency of the financial market in Bangladesh. An efficient bond market is important for managing public debt and bank liquidity and for efficient conduct of the monetary policy. So far the bond market has played a limited role in the economy. The priority of the development of Bangladesh’s capital markets should be to promote the bond market development. Without a functioning bond market, the monetary transmission processes of policy measures would be circumvented, and the desired impact on the real economy can not be fulfilled, which compromises the effectiveness of the monetary policy operations.  In view of this, the present study has been undertaken in order to evaluate the present bond market status and to identify the issues and factors that prompt the development of bond market in Bangladesh.

1.2  Objectives of the Study

The principal objective of the study is to evaluate present bond market status in Bangladesh. To accomplish this principal objective, following specific objectives have been covered:

a)      To highlight the Bond Market status of Bangladesh.

b)      To highlight the benefits of bond market for the parties to the Bond Market.

c)      To identify the problems that impedes the development of Bond Market in Bangladesh.

d)     To suggest some important policy measures for the development of Bond Market in Bangladesh.

1.3  Scope of the Study

The inferences of the study would be used for the development of Bond Market in Bangladesh. It has covered opinions of 22 financial executives of listed companies on the issues that impede to the development of Bond Market.

1.4  Methodology of the Study

The study has been both theoretical and empirical one. Both primary and secondary data have been used.

1.4.1        Collection of Primary Data: The researcher has prepared a questionnaire on the basis of survey of existing literature as well as of discussions made with some executives associated with the stock market. He conducted interview of 22 respondents personally. In this case, the researcher has selected 30 companies from a list of different economically important sectors conveniently, and attempted to conduct interview of 30 financial executives of 30 selected companies. Finally, he successfully has conducted interview of 22 financial executives. The opinions of 22 experts have been captured on five point-likert scales such as   5( Most significant), 4 ( Significant), 3 ( Indifferent), 2( Insignificant) and 1( Most insignificant).

1.4.2        Collection of Secondary Data: The secondary data has been collected from different sources- Annual Reports of Bangladesh Bank, World Bank Reports, published research journals, published books, websites, etc.

1.4.3        Analysis of Data:  The data thus collected has been tabulated first and then analyzed with the help of different financial, statistical and econometric techniques. The study has used financial ratio, percentage, mean, factor analytical technique etc. for analysis of data and drawing inferences.

Factor Analysis: Factor analysis is a method of reducing a large number of variables ( tests, scales, items, persons and so on) to a smaller number of presumed underlying hypothetical entities called factor ( Fruchter, 1967). It tries to simplify and diverse relationship that exist among a set of observed variables by uncovering common dimensions or factors that link together the seemingly unrelated variables and consequently provides insight into the underlying structures of the data( Dillion and Goldstein, 1984). The purpose of factor analysis is mainly two folds: data reduction and substantive interpretation. In the present study, ‘Principal Components Varimax Rotated Method’ of factor analysis has been used in order to identify the factors influencing the development of Bond Market in Bangladesh.

Principal component factor explains more variance that the loadings obtained from any method of factoring. In order to define the group membership, an algorithm may be used to uncover a structure purely on the basis of the correlation structure of the input variables. Then the number of principal components to be retained in the study has been decided on the basis of Kaiser’s criterion (1958) of Eigen value >1 . Principal components having higher reliability coefficients are more reliable in the sense that the corresponding factors would be replicable in other similar kind of studies.  Then Communality, symbolized by h2—– are then worked out which show how much of each variable is accounted for by the underlying factors taken together. Then, factor scores have been generated on the basis of weighted average of Principal Factor loadings and average of respective variables included into the concerned group. Ranking of each factor has been made on the basis of scores derived.

 

1.5  Organization of the Study

The Study has been organized into three sections. The first section has covered introduction, objective of the study, scope and methodology of the study. The second section has covered findings of the study- Status of Bangladesh Bond Market, benefits of Bond Market participants, and identification of problems impeding the bond market development of the country. The final chapter deals with the summary of the findings, policy implications and conclusions.

2.0 Findings and Their Analyses                                                              

The Study has been undertaken aiming at evaluating the status of Bond Market and tracing the factors influencing the development of Bond Market in Bangladesh. These have been discussed in the following paragraphs:

2.1 Status of Bond Market in Bangladesh

Bond Market is composed of Treasury bond, Municipal Bond and Corporate Bond. This is of two kinds- Organized and OTC markets. There are various types of bond products depending on provisions, maturities, coupon rate, options, convertibility, etc. Bond Market in Bangladesh is dominated by treasury debt securities. It has now only one corporate bond; but does not have any municipal bond/debenture. In recent years, around 70 percent of the domestic savings are held in the form of bank deposits, while only 30 percent are investments in the debt market which is entirely dominated by government instruments. There hardly exists a corporate bond market in the country, it has a debenture market with only a small number f well-known issuers. As of today, only one corporate bond has been floated.

2.1.1 Size and Composition of the Bangladesh Market in Comparison with South Asian Countries

The size, access, efficiency and stability of the bond market across countries may by used to judge the state of the bond market development in Bangladesh. Compared with the neighboring countries, the Bangladesh bond market is rather small and has played a limited role in its economy. The survey of existing publication shows that the combined share of banking and insurance sectors in the country’s GDP has stayed in the range of 1.5 to 1.6 over FY02 to FY05, while in India this was the case in the late 60s/early 70s. The Indian share between FY99 to FY04 has averaged 6.7 percent, that is, a multiple in excess of 4 vis-à-vis that of Bangladesh. On the level of financial deepening as measured by the rate of monetization of the economy, the broad money (M2) to GDP ratio in Bangladesh currently stands at 41 percent, while the M3/GDP ratio is substantially higher at 65 percent in India as of June 2005 (BIS, Central Banks).

Table 1: The Depth of South Asian Bond Markets (% of GDP)

19992000200120022003200420052008
Bangladesh1.31.51.71.91.41.51.414.0
India22.727.526.030.533.634.734.841.0
Pakistan47.240.938.937.836.733.030.929.0
Srilanka49.353.958.160.158.056.453.638.0

Sources: BIS, central banks, security commissions.

In terms of the depth of the bond market, Bangladesh is rather underdeveloped compared to the neighboring countries as shown in Table 1. At the end of 2008, the outstanding bond volume over GDP was only 14%, compared with India (41%), Pakistan (29%), and Sri Lanka (38%). The share of Bangladesh bond market in South Asia (0.2%) was also the smallest among the five countries as show in Table 2.

Table 2: Size of South Asian Bond Markets (US$ million)

1999200020012002200320042005%
Bangladesh5606697598777067967870.2
India102,100117,000130,100155,800203,100248,240272,53084.9
Pakistan26,76626,73726,58628,40330,90531,49533,96410.6
Srilanka7,5548,2158,7789,82310,56210,94712,4123.9
Nepal7237327859401,14312001,1830.4
Total137,704153,353167,008195,844246,416292,678320,875100

Sources: BIS, central banks, security commissions.

The Bond Market has played a very insignificant role in developing the economy of Bangladesh. Since the bond market of Bangladesh is still at initial stage of development. The bond market in Bangladesh is characterized by low base market and market participants, non-diversified products, lack of tailor made securities etc. In Bangladesh Bond Market, fixed income securities first time came into existence in 1987 with the floatation of debenture by two companies. However, no debenture was issued after 1999. Trading of Government Treasury bonds started in December 2005 at the Dhaka Stock Exchange (DSE). Till the end of December 2008, eight debenture, 111 treasury bonds with different maturities, and one corporate bond ( floated in 2007 by the IBBL-Mudaraba Perpetual Bond) are being traded in the country’s capital market ( Banglaesh Bank Report, 2008).

2.1.2 Market Participants of Bond Market

One of the preconditions of being efficient bond market is the existence of large number of market participants. Market participants can be divided into issuers, investors and intermediaries.

     a) Issuers: The foremost impediment here is that Bangladesh lacks a significant number of potential, good-quality issuers. Its economy continues to be agriculturally based, employing 70% labour forces. The industry and service sectors contribute 20% and 50%, respectively, but compared with landholdings, the average size of industrial and commercial enterprises is rather modest.

Most private sector enterprises are small and owner-run, many are of “cottage size” and most are in the garment industry, which to date depends largely on short-term bank loans for financing. These enterprises could benefit from longer-term funding but are neither large enough nor well known enough to issue bonds. Most of the large-scale industrial units and commercial enterprises are state owned. Their shares are not listed, and they do not offer debentures since their financing needs are met by the government or by the state-owned NCBs. These state-owned firms generally stay outside the capital market. The privatization program for state-owned companies’ works too slow to influence the market.

Second, although Bangladesh has a debenture market, to date only a small number of well-known issuers have used the market. The liquidity in those debentures at the stock exchange is insignificant because of the small number of investors and their buy-and-hold mentality. The investor community does not seem to find this market too attractive owing to weak disclosure by the issuers, which in turn reduces credibility and investor confidence.

        b) Investors: On the investor side, few investors are sophisticated enough to think about investing in bonds. About 80% of the base here is made up of retail investors, whose primary concerns include the equity at the stock exchange or the government savings certificate. Of the few institutional investors that could support a bond market, most are either prevented from investing in corporate bonds by restrictive guidelines or are not professionally managed. The major institutional investors are the Investment Corporation of Bangladesh—a government-owned financial institution—and the insurance companies. The mutual fund industry in Bangladesh is the exclusive domain of ICB. There are no private mutual funds to mobilize savings toward the debt market, and the ICB’s monopoly has prevented new investor companies, that is, mutual funds, from developing in Bangladesh. There are provident and pension funds (total assets managed amount to Tk 6.7 billion; see The Financial Express), self-managed by public and private corporate entities, but none are professionally managed. The pension obligations of the government are not funded. The Trust Act of 1882 prohibits those funds from being invested in equities, corporate debentures, and private money market instruments. In addition, no protective laws are in effect to ensure that investors will get their dividend and capital back. Missing are higher audit standards together with SEC regulations on disclosure standards in prospectus along with arbitrary institutions. Furthermore, most investors lack a trading mentality and just buy and hold because of SLR requirements or because they do not know how to trade. Few foreign investors are attracted to this, mainly because of the weak disclosure by the borrowers. As for the general public, it has little understanding of debt products, and the intermediaries are not much help because few engage in research on markets, companies and industries to encourage investment.

c) Intermediaries: Intermediaries in Bangladesh lack many of the skills needed to foster an active local corporate bond market. As mentioned earlier, commercial banks dominate the financial sector and not enough intermediaries are skilled in securities. Few are able to identify issuers and investors and bring them to the market. They provide little or no research analysis on industries or companies to encourage investment in the local debt market. Too few private merchant banks are able to conduct financial advisory and trust services. Nor do any feel motivated to become a market maker for an issue. Hence the market is illiquid, with large spreads. At the same time, the fee structure and pricing are high enough to allow intermediaries to make money. Even if they are able to participate, intermediaries are reluctant to take any risk in dealing.

2.2 Benefits of Bond Market for Market Participants

A vibrant broad based bond market benefits all market participants to a varying degrees depending on professional expertise, policies and strategies being adopted by them. This has a positive effect on the development of economy on the one hand; and enables market participants to exploit the opportunities available in the market and thereby accomplishing their objectives on the other hand. Following benefits can be harvested by the bond market participants:

 

  2.2.1 Benefits for Issuers:

        a)  Raising funds without collateral for long term.

        b) Lower cost of debt and thereby lowering cost of capital for the firm.

        c) Lower effective rate of interest for not being able to be compounded.

        d) No change in interest rate with the increase in inflation rate.

        e) Reduces tax burden since interest is shown as a charge.

        f) Protecting firms from the exposition to the market volatility.

        g) Exploiting benefits from uncertainty in bond market through issue of diverse types of bonds/debenture.

 

  2.2.2 Benefits of Investors:

        a) Pays higher interest rates than savings.

        b) Offers safe return of principal.

        c) Have less volatility than the stock market.

        d) Offers regular income.

        e) Requires smaller initial investment.

        f) Highly liquid.

        g) Interest received is exempted from payment of tax up to certain limit.

        h) building blocks by entering into derivative contracts-FRAs, Caps, Collar and Floor, Interest rate futures etc.

2.2.3 Benefits of Intermediaries

        a) Large spread can be exploited.

        b) High commission/fees.

        c) Phenomenal growth opportunities.

        d) Cut down policy of commercial lending brings opportunity for broadening bond market base.

        e) Encouragement of bond market through fiscal effect and lowering interest rate in the money market.

        f) Large gap between demand for funds and supply of funds.

2.3 Factors Influencing the Development of Bond Market in Bangladesh

Bond markets in most countries have been built on the same basic elements: a number of issuers with long term financing needs, investors with a need to place savings or other liquid funds in interest bearing securities, and intermediaries that bring together investors and issuers, and an infrastructure that provide a conducive environment for transaction of securities, ensures legal title to securities and settlement of transactions and provides price discovery information. The regulatory regime provides the basic framework for bond market. Developing bond market can be more complicated that developing equity market. This need supporting pricing infrastructure and more sophisticated market participants.

Bond Market acts as buffer of equity market. This enables issuers and investors to convert the limitations of equity market into the opportunities. Financial system to be sound and effective has to have an efficient bond market. Otherwise, Capital Market especially cannot play its due role for developing economy through allocation of capital; and generating employment opportunities through industrialization of economy of the country. Developing bond market can be attributed to the following reasons (IOSC, 2002):

a)      An alternative source of domestic debt finance;

b)      Lower cost of capital;

c)      Reduced risks associated with maturity and currency mismatch;

d)     Broadening of capital markets;

e)      Efficient pricing of credit risk; and

f)       Ensuring financial stability.

The study has conducted extensive literature survey and informal interview of some practitioners in order to identify problems impeding the development of bond market in Bangladesh. The problems extracted from the survey and the discussions have been shown in Appendix 1.

2.3.1 Identification of Important Impediments of Bond Market Development on the Basis of Mean Weights

The study has collected opinions of 22 financial experts of 22 listed companies over the problems impeding the development of bond market in Bangladesh. The study has identified the problems of different degrees as follows:

 

Table 3: Identification of Problems on Mean Weighted Scores

VariablesFactor VariablesMean Score
Most Significant

X5

Absence of Market-determined Interest Rate4.5455

X6

Regulatory Reform4.5000

X15

Lack of Benchmark Bonds4.2273

X22

Unbundled Pension and Insurance Funds4.1818

X25

High Yielding Government Instruments Hindering Private Sector Bond Issue4.4091

X27

Poor Marketability4.3182
Significant

X8

High Time to Market for Time Consuming and Complicated Administrative Process3.8182

X9

Undefined Economic Benefits3.7273

X10

Investor’s Reluctance to Maintain Bond Portfolio3.5000

X11

Conservative Policy of Investors3.2525

X12

Lack of Awareness Program for Investors and Risk Associated Sequential Process3.7273

X13

Adverse Perception by Market Participant of Settlement Risk3.6273

X16

Lack of Intermediaries with Expertise in Debt Products3.2727

X17

High Floatation Cost3.7727

X20

Political Instability3.2273

X23

Poor Disclosure of Accounting Information3.8182

X26

Lack of Awareness and Confidence in Debt Products.4.0000
Insignificant Variables:

X1

Moderate Economic Growth2.7727

X2

Low Interest Rate Environment2.5000

X3

Poor Savings and Investment Rate2.7000

X4

Dominance of Banking System2.6000

X7

Small Investor Base2.5000

X14

Lack of Diversity in Features2.5700

X18

No Hedge against Inflation2.4545

X19

Compounding not Possible2.7500

X21

Financial Sector Vulnerability for Huge Non-Performing Loans2.8000

X24

Insignificant Contribution of Non-Banking Sector2.3250

 

It is evident from the Table 3 as stated above that the study has identified six most significant problems, eleven significant and 10 insignificant problems against the bond market development in the country. The problems identified by the study have been found to belong to macro-economic level, industry level, market level and firm level. Some of the significant variables are systematic and some others are unsystematic.

 

2.3.2 Identification of Problems Impeding the Development of Bond Market in    

         Bangladesh on Varimax Rotated Factor Analysis

The study has estimated zero-order correlation of all 27 variables considered for study. The correlation matrix has shown that Variables understudy have formed several groups on the basis of relationship underlying between variables. Variables within the group have been found to have significant relationship at different level of significance. The correlation matrix of all 27 variables has been further subjected to principal component analysis. The Eigen values, the percentage of total variance, and rotated sum of squared loadings have been shown in Appendix-3. The factor matrix as obtained in the principal component analysis has also been further subjected to Varimax Rotation. An examination of eigen values has led to the retention of six factors. These factors have accounted for 36.634%, 16.797%, 12.585%, 8.462%, 6.342%, and 5.341% of variation. This implies that the total variance accounted for by all six factors is 86.161% and the remaining variance is explained by other factors.

The rotated factor matrix has been shown in Appendix-4. This shows that variables understudy have constituted six groups/factors which have been discussed in the following  paragraphs:

Factor-I:  Market and Issue Related Factor

Factor-I explains 34.561 percent of the total variations existing in the variable set. This includes variables- X24, X4, X21, X7, X2, X19, X3, X18, and X8. This factor has significant factor loadings on these variables which have formed  this major cluster. This factors belongs to macro-economic, industry and firm levels relating to bond market. So, this factor provides a basis for conceptualization of a dimension, which may be identified as Market and Issue Related Factor.

Factor-II: Risk and Return Factor

Factor-II explains 13.386 percent of the total variations existing in the variable set. This includes variables-X9, X12 and X13. This factor has also significant factors loading on these variables which formed second important cluster with respect to the variation. This factor is concerned with the investors in the bond market. So, this have provided a dimension of conceptualizing investor related variables, which may be identified as Risk and Return Factor.

Factor-III: ‘Macro-economic and Regulatory Factor’.    

Factor-III explains 11.830 percent of the total variations existing in the variable set. This includes variables- X1, X5,  X6, and X15 . This factor has moderate factor loadings on these variables which have formed a third important cluster. This factor is related to regulatory reform and macro-economic variables relating to bond market development. So, This factor has provided a basis for conceptualization of a dimension, which may be called ‘Macro-economic and Regulatory Factor’.    

Factor-IV: Investment Policy Factor

Factor-IV explains 11.117 percent of the total variations existing in the variable set. This includes variables- X11, X10,  X14, X22 and X26 . This factor has factor loadings ranging from moderate to high on these variables which have formed a fourth important cluster. This factor has provided a basisfor conceptualization of dimension which may be called Investment Policy Factor.

Factor-V: Liquidity and Government Policy Factor

Factor-V explains 9.045 percent of the total variations existing in the variable set. This includes variables- X17, X20,  X25, and X27 . This factor has factor loadings ranging from moderate to high on these variables which have formed a fifth important cluster. This factor is concerned with the liquidity and Government Policy.This factor has provided a basisfor conceptualization of dimension which may be called ‘Liquidity and Government Policy’ factor.

Factor-VI: Issue Management Factor.

Factor-VI explains 6.221 percent of the total variations existing in the variable set. This includes variables- X16 and X23. This factor has high factor on these variables which have formed a sixth important cluster.  This factor has provided a basisfor conceptualization of dimension which may be called Issue Management Factor.

Finally, the rankings obtained on the basis of factor wise average scores are shown in the following Table-4:

Table-4: Rankings of the Factors/ Problems that Impede the Development of Bond Market in Bangladesh

Factor

Average Score

Rank

I

Market and Issue Related Factor

1.711

6

II

Risk and Return Factor

3.400

1

III

Macro-economic and Regulatory Factor’

2.15

5

IV

Investment Policy Factor

2.35

4

V

Liquidity and Government Policy Factor

2.80

2

VI

Issue Management Factor

2.70

3

The factor ranking show that Factors II: Risk and Return is the most important problem that impedes the development of bond market in Bangladesh. This factor includes variables such as define economic benefits, lack of awareness program and adverse perception by market participants of settlement risk. This has really reflected the actual scenario of investor class in the bond market. The second most important factor is the liquidity and Government Policy related factor. This factor includes variables such as high floatation cost, political instability, high yielding government securities and poor marketability. These variables have been found working as impediments to the development of bond market in Bangladesh. The third important factor is the issue management factor which includes variables such as lack of intermediaries with professional expertise in debt products and insignificant contribution of non-banking sector. Other important factors are investment policy factor, macro-economic and regulatory factor and market and issue related factor in order of magnitudes.

3.0 Summary of the Findings and Policy Implications

The study has been both theoretical and empirical one. It has used direct approach to the collection of primary data and consulted available existing literature for collecting secondary data. It has used both financial and sophisticated multivariate techniques for analysis of data collected for study. The study has found followings findings:

a)      The size of debt market is very low as compared to other SAARC countries.

b)      There are huge opportunities for growth and making money for bond market participants.

c)      The problems which draws attention of policy makers, professionals and market participants for the development of bond market are shown as follow in order of magnitudes:

  1. Risk and Return Factor;
  2. Liquidity and Government Policy Factor;
  3. Issue Management Factor;
  4. Investment Policy Factor;
  5. Macro-economic and Regulatory Factor; and
  6. Market and Issue Related Factor.

Following policies have been put forwarded for the development of bond market in Bangladesh:

  1. Securities and Exchange Commission can deregulate the existing laws and promulgate news laws for creating congenial regulatory environment for the development of bond market in the country.
  2. Establishment of Dhaka Inter-bank Offered Rate is one step ahead for the developing of bond market. This has to give a fair opportunity for establishment of long term yield curve which is pre-condition for that.
  3. SEC can undertake both education and training program for the market participants. This creates awareness among the market participants.
  4. The Government has to offer a define fiscal benefits like investment in equity market for the development of bond market in Bangladesh.
  5. The government should stop issuing securities offering interest rate higher that market yield rate.
  6. Government should encourage state owned enterprises for raising funds by issuing corporate bond from the market. It should stop providing financial assistance to the SOEs.

Reference:

International Organization of Securities Commissions (2002), The Development of Corporate Bond Markets in Emerging Market Countries, May, USA.

Mu, Yibin ( 2007), South Asia Bond Markets and Bangladesh, World Bank, Dhaka.

The Annual Report (2005/2006/2007/2008), Bangladesh Bank, Dhaka, Bangladesh.

Fabella, R. and Madhur, S.( 2003), Bond Market Development in East Asia: Issues and Challenges, Asian Development Bank, Manila.

Dalla. I.( 2003), Harmonization of Bond Market Rules and Regulations in Selected APEC Economics, Asian Development Bank.

Appendix 1: Factors Influencing the Development of Bond Market in Bangladesh

Variable Serial

Factor Variables

X1

Moderate Economic Growth

X2

Low Interest Rate Environment

X3

Poor Savings and Investment Rate

X4

Dominance of Banking System

X5

Absence of Market-determined Interest Rate

X6

Regulatory Reform

X7

Small Investor Base

X8

High Time to Market for Time Consuming and Complicated Administrative Process

X9

Undefined Economic Benefits

X10

Investor’s Reluctance to Maintain Bond Portfolio

X11

Conservative Policy of Investors

X12

Lack of Awareness Program for Investors and Risk Associated Sequential Process

X13

Adverse Perception by Market Participant of Settlement Risk

X14

Lack of Diversity in Features

X15

Lack of Benchmark Bonds

X16

Lack of Intermediaries with Expertise in Debt Products

X17

High Floatation Cost

X18

No Hedge against Inflation

X19

Compounding not Possible

X20

Political Instability

X21

Financial Sector Vulnerability for Huge Non-Performing Loans

X22

Unbundled Pension and Insurance Funds

X23

Poor Disclosure of Accounting Information

X24

Insignificant Contribution of Non-Banking Sector

X25

High Yielding Government Instruments Hindering Private Sector Bond Issue

X26

Lack of Awareness and Confidence in Debt Products.

X27

Poor Marketability

 

Appendix 2: Descriptive Statistics of Opinion over the Problems Impeding the

                   Development of Bond Market in Bangladesh

Variables

Mean

Std. Deviation

Analysis N

X1

2.7727

.9223

22

X2

2.5000

1.1019

22

X3

2.7000

1.1019

22

X4

2.6000

1.1019

22

X5

4.4500

.5096

22

X6

4.5455

.5096

22

X7

2.5000

1.1019

22

X8

3.8182

.5885

22

X9

3.7273

.9847

22

X10

3.5000

.7400

22

X11

3.2525

.7400

22

X12

3.7273

.9847

22

X13

3.6273

.9847

22

X14

2.5700

1.1443

22

X15

4.2273

.8691

22

X16

3.2727

.9847

22

X17

3.7727

.8691

22

X18

2.4545

1.1434

22

X19

2.7500

1.1019

22

X20

3.2273

1.1098

22

X21

2.6000

1.1019

22

X22

4.1818

.5011

22

X23

3.8182

.5885

22

X24

2.3250

1.1019

22

X25

4.4091

.5903

22

X26

4.0000

.6172

22

X27

4.3182

.6463

22

Appendix 3: Total Variance Explained

Initial

 Eigen-values

Rotation Sums of Squared Loadings

Component

Total

% of Variance

Cumulative %

Total

% of Variance

Cumulative

 %

1

9.891

36.634

36.634

9.332

34.561

34.561

2

4.535

16.797

53.430

3.614

13.386

47.947

3

3.398

12.585

66.016

3.194

11.830

59.777

4

2.285

8.462

74.478

3.002

11.117

70.895

5

1.712

6.342

80.820

2.442

9.045

79.940

6

1.442

5.341

86.161

1.680

6.221

86.161

Extraction Method: Principal Component Analysis.

Appendix 4: Rotated Factor Matrix

Variable

Factor Component

1

2

3

4

5

6

X24

.987

-8.930E-02

-6.317E-02

-4.113E-02

-4.742E-02

4.371E-02

X4

.987

-8.930E-02

-6.317E-02

-4.113E-02

-4.742E-02

4.371E-02

X21

.987

-8.930E-02

-6.317E-02

-4.113E-02

-4.742E-02

4.371E-02

X7

.987

-8.930E-02

-6.317E-02

-4.113E-02

-4.742E-02

4.371E-02

X2

.987

-8.930E-02

-6.317E-02

-4.113E-02

-4.742E-02

4.371E-02

X19

.987

-8.930E-02

-6.317E-02

-4.113E-02

-4.742E-02

4.371E-02

X3

.987

-8.930E-02

-6.317E-02

-4.113E-02

-4.742E-02

4.371E-02

X18

.975

-.104

-1.761E-02

-1.461E-02

-4.218E-02

1.938E-02

X8

-.723

-4.835E-02

-3.110E-02

-.178

-.451

-1.876E-02

X9

-.273

.856

.261

.232

-.112

7.718E-02

X12

-.273

.856

.261

.232

-.112

7.718E-02

X13

-.273

.856

.261

.232

-.112

7.718E-02

X5

1.922E-02

.232

.916

.114

6.614E-02

-2.373E-02

X6

1.922E-02

.232

.916

.114

6.614E-02

-2.373E-02

X15

-.318

.302

.708

.177

8.629E-02

.116

X1

4.836E-02

.557

-.615

7.331E-02

4.406E-02

-3.167E-02

X11

-6.469E-02

-.362

-1.404E-02

-.814

-4.016E-02

.147

X10

-6.469E-02

-.362

-1.404E-02

-.814

-4.016E-02

.147

X26

-.182

-.265

.495

.641

.158

.184

X14

2.809E-02

-.128

-.207

-.592

6.794E-02

.252

X22

-.282

-.450

2.665E-02

.482

.418

.386

X27

4.305E-04

-.138

.162

2.968E-02

.876

2.367E-02

X25

-.188

-.440

3.765E-02

.317

.748

5.472E-02

X20

.487

-.189

.107

.347

-.561

-9.409E-03

X17

.442

.130

3.835E-02

-.190

.512

-.421

X23

.147

.135

.213

-.190

.149

.785

X16

-.309

-7.333E-02

.168

.352

.180

-.739

Extraction Method: Principal Component Analysis.

 Rotation Method: Varimax with Kaiser Normalization.

 a  Rotation converged in 12 iterations.

* Bold Figures have formed a cluster/group.

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