Journal of Environmental Treatment Techniques  
2020, Volume 8, Issue 2, Pages: 589-596  
J. Environ. Treat. Tech.  
ISSN: 2309-1185  
Journal web link: http://www.jett.dormaj.com  
Analyses the Effect of Monetary Policy Transmission  
on the Inequality in OECD Countries  
1
1
2
Mohammad Farajnezhad *, Suresh A/L Ramakrishnan , Mani Shehni Karam Zadeh  
1
Azman Hashim International Business school (AHIBS), Universiti Teknologi Malaysia, Jalan sultan Yahya Petra, 54100, Kuala Lumpur  
2
A.James Clarks School of Engineering, University of Maryland, College. Park, 1131 Glenn Martin Hall, College Park, MD 20742  
Received: 16/08/2019  
Accepted: 17/01/2019  
Published: 20/02/2020  
Abstract  
The aim of this article is to analyze the inequality impacts of monetary policy transmission in OECD countries’ economy from 2001 to  
2
017. Panel regression model has been applied for the hypotheses test. Information gathering has been based on the country's basic  
information, i.e the data required for research are generally derived from the library method, using the World Bank website. The econometric  
method used in this research, is Generalized Torque Method. Dependent variable Gini coefficient index is considered as an indicator of  
income inequality and independent variables of monetary transfer mechanisms include interest rates, liquidity, exchange rates, the gold price,  
the legal reserves of the central bank and the banks' debt to the central bank. The results show that the interest impact of monetary transfer  
mechanism at the Gini coefficient as an indifference index in OECD countries is positive and insignificant (probability is 0.18) with a  
coefficient of 0.004 and it shows that raising interest rates will increase the inequality in these countries. Additionally, the effect of the capital  
market on the inequality is also positive with a coefficient of 0.001 and a significant probability of 0.002. It shows the positive effect of bank  
deposits on income inequality.  
Keywords: Monetary Policy Transmission, Inequality, OECD countries  
intended profit for transferring the tax burden to depositors and  
1
Introduction1  
borrowers. This will lead to a separate monetary mechanism  
which cannot be controlled easily by monetary authorities and  
decreases the performance range of the intended instrument to  
some extent (5).  
Suitable macroeconomic policies have different outlets on  
income distribution. Monetary policies and its transition  
mechanisms are among the most important parts of the impact on  
poverty and the distribution of income (1). The goals of the  
mechanism of monetary policy transmission are to grasp its aims,  
for instance, manageable economic growth and producing a stable  
price (2). The understanding of how monetary policy works and  
the way it impacts the economy is a key factor to stabilize multiple  
economic aspects (3). Monetary authorities have various  
instruments to implement the monetary policy. Generally  
speaking, these instruments are divided into two groups: direct  
and indirect or qualitative and quantitative (4). The effects of  
using each instrument in controlling the money stock and  
subsequently achieving the monetary policy goals are different.  
Indirect instruments of monetary policy are:  
2
- Rediscount rate: it controls the money supply indirectly. Its  
advantage is that its changes by the central bank can quickly be  
effective on the interest rate. Another advantage of this instrument  
is that it influences the power of banks in granting credit. Hence,  
its effects are more comprehensive than other instruments. At the  
same time, the use of this instrument can have side effects on the  
profit of commercial banks too.  
3
- Open market operations: it is an effective method to control  
money supply in countries that have developed securities and  
money markets. Flexibility in the degree of the central bank  
intervention in the money market, its period and developing the  
money market through demand increase, are some advantages of  
this instrument. Moreover, the exchanges in this field based on  
the predetermined market rate are voluntary and do not have tax  
effects, unlike the bank reserves ratio. But in the central bank  
state, it is the decision-maker just at the time of buying the  
securities. The use of this instrument helps control the credits  
which are granted by banks to people and institutions to some  
extent. Change in the commission of various bank operations is  
one of the effective methods to control the volume of granted  
credits by banks from the demand side.  
1
- Bank reserves ratio: it has lower flexibility than other  
monetary policy instruments and the use of it can lead to a  
disturbance in the banking system. For this reason, it is usually  
recommended to use this instrument for long-term fluctuations in  
the supply of money, not the short-term ones. Frequent changes  
in the above-mentioned ratio may encourage the banks to keep  
additional surplus to be able to neutralize monetary controls.  
Also, the banks lose one part of the interest of loan that is granted  
to the private sector by increasing of bank reserves ratio. Under  
such circumstances, the banks may take action to achieve the  
Determining the maximum profit has a considerable effect on  
Corresponding author: Mohammad Farajnezhad, Azman Hashim International Business school (AHIBS), Universiti Teknologi Malaysia,  
Jalan sultan Yahya Petra, 54100, Kuala Lumpur. E-mail: taban1010@gmail.com; fmohmmad5@live.utm.my.  
5
89  
Journal of Environmental Treatment Techniques  
2020, Volume 8, Issue 2, Pages: 589-596  
financial sources of the banking system and as a result the volume  
of their granted credits via its effects on savings and deposits of  
the private sector (6). Although direct control of credits can be  
effective in preventing extension of credit in the short-term it may  
have some expenses in terms of resource allocation. This is  
because determining the credit line decreases the competition  
among the banks in granting loans and facilities. Besides, credit  
rationing prevents free cash flow in the economy and decreases  
its efficiency. Determining the credit line due to not fulfilment of  
business opportunities can be led to the formation of markets that  
are not under control by the central bank.  
expanding wealth inequality with rising benefit of portfolio  
investments(19) and (20). However, several economists argue  
that this is for the larger public good, as the positive impacts of  
quantitative easing exceed the possible negative effects (19).  
According to Draghi (2015), advocated the quantitative easing  
systems maintaining that inequality would have been even greater  
in their lack. Besides, Bernanke (6) described that the Feds  
monetary policy supported economic growth and job creation,  
which favor mostly the middle class, but accepted that easy  
monetary policy increased asset prices, that are owned mainly by  
highest income households. Also, the study by Stiglitz (21)  
maintains that the method monetary policy has already been  
carried out has asymmetric impacts: it seems that workers do not  
make up in the recovery what they lose in the downturn.  
Via perceiving that the individual’s income relies on  
efficiency which peaks at maturity, Bullard (22) began his study  
of the association between monetary policy and income  
inequality. Productivity is low at the starting of working life and  
retirement and as a result, income is decreased. The scholar  
observes that income must be calculated for the individual whole  
life, and it cannot be based on a moment in time. He inferred that  
quantitative easing enhanced equity prices, but had no harmful  
influences on inequality as wealth is transferred to future  
generations. Brounen, Koedijk (23), specified the lower  
households' tendency to keep for older people and this could  
change across generations remarkably.  
This somewhat revised tenet is being challenged for several  
reasons in the aftermath of the crisis. There exists growing  
evidence that inequality before the crisis gave rise to (aggravated)  
the financial crisis (24-26). The pattern of capitalism is switching  
again in support of re- adjust for stance the banking sector, and  
economic knowledge itself is examining its restrictions and  
writing its handbooks again. The latest equilibrium is low for  
long, and, as IMF (2016) is placing it today. There is a mixture of  
deleveraging, low inflation, high-indebted, recession, high  
inequalities, fewer opportunities, high structural pressure. Also,  
long-run money neutrality may be argued faster. Other central  
banks guidelines might affect income and wealth distribution  
except for the unconventional monetary policies. Capital account  
liberalization (if conducted very quick and in the absence of  
backstops) increases inequality and raises the risk of inequalities  
Despite the disadvantages of direct tools of monetary policy,  
these instruments are still be applied after the indirect instruments  
are introduced. One of the reasons for more efficiency of indirect  
instruments is that they prevent the growth in unofficial sectors  
that diminish the share of financial assets controlled by the central  
bank, unlike direct controls. As indirect instruments act via the  
market, they create more effectiveness in the use of the monetary  
policy. To achieve the monetary policy goals, a mix of its  
instruments is usually used. This mix depends much on the degree  
of development and extension of the monetary and money  
markets. Empirical evidence reveals that open market operations  
in advanced countries which have developed money and capital  
markets have more efficiency than other instruments. But in  
developing countries, several instruments are usually used to  
control the money supply because of the lack of efficient money  
and monetary markets. In these countries, the government's  
lending from the central bank for supplying the budget deficit and  
absence of independence of the central bank on the one side and  
high influence of the global conditions on economy of such  
countries on the other side have been led to some difficulties for  
monetary authorities in controlling and directing the monetary  
base. Due to this issue, successful implementation of the  
monetary policy in achieving the intended objectives is faced with  
many problems such as high inflation rates, production  
volatilities, increased unemployment, and unequal income  
distribution even if a favourable mix of various monetary  
instruments is selected. According to the above information, the  
goal of this study is the analyses the monetary policy impact  
transmission on the inequality in OECD countries.  
(
27). Inequality is increased as a result of too high or too low  
2
Literature review  
inflation rates. Monnin (28) noted that lower inequality is the  
result of higher inflation rate, but only up to a certain point. By  
means of data for the US economy, the study by (29) has been  
showed that wealth is distributed again from banks to borrowers  
via when there is a inflation fluctuations, the liabilities and assets  
are declining real value. When the inequality is rising, the interest  
rate in high. According to Rognlie and Auclert (30), the finding  
has been shown that there is three channel of monetary policy  
impacts on the consumption of household including: interest rate  
exposure, earning heterogeneity, and unexpected inflation. It is  
well documented that interest rate exposures facilitate the  
monetary policy transmission. (31, 32) inferred that monetary  
policy has a direct effect on households’ disposable income when  
loans have changeable interest rates.  
Economists have long paid attention to inequality, as  
researchers have considered the association among inequality and  
economic growth. Inequality exceeds its social aspect and affects  
the performance of the economy. Kuznets (7), notably paid  
attention to a reversed U-shape among economic growth and  
inequality. Piketty and Saez (8), noticed when the output growth  
is less than return on capital, inequality rises. There is extensive  
practical help for the concept that higher imbalance of income  
supply might decrease growth of economic and damage its  
sustainability (9-15), documented the benefits of lower inequality  
for human capital. Other studies distinguished between emerging  
and developed countries regarding the association between  
economic growth and inequality (16, 17).  
Nonetheless, this theory is about to change, for the value of  
central banks themselves and under new limitations. The primary  
contravention in the conventional way of defines has been  
established through the inadvertent redistributive outcomes of the  
unconventional monetary policy, like income shift from  
depositors to debtors because of lower interest rates (18), and  
Highly indebted households modify their consumption to the  
shifts in interest rates. The researchers assume that when  
households are indebted and have mortgages with modifiable  
interest rates, monetary policy has a robust effect on the real  
economy. Also, inequality is raised due to high volatility in  
5
90  
Journal of Environmental Treatment Techniques  
2020, Volume 8, Issue 2, Pages: 589-596  
exchange rates, particularly when households are indebted in a  
foreign currency that is a recurrent case in developing Europe  
outside the euro area.  
Financial instability increases inequality too. By extending  
the study with the financial stability aim of the central banks,  
Masciandaro and Passarelli (4), noticed the trade-off among price  
and financial stability. The researchers concluded that both have  
redistributive implications. However, policies of central banks are  
segment of a policy combination, altogether with structural,  
fiscal, and budgetary guidelines. In another study, Ball, Furceri  
conceived as a rapid and continuous increase in prices, majority  
economists approve that with Friedman's idea that inflation can  
be considered a monetary occurrence everywhere. Hence, three  
types of inflation are separable: cost-push inflation, demand-pull  
inflation, and budget deficit inflation via borrowing from the  
central bank (money issuance). About production cost inflation,  
it has been argued that cost-push inflation is considered a  
monetary occurrence as well since, in this state, the government  
increases demand to prevent production decline and employment  
level.  
(5) concluded that fiscal merging increases inequality via higher  
unemployment and lower salaries. Also, indebted households  
have a low size to attract wage cuts when the economy joins into  
recession (33). The researchers considered that lower disposable  
income balances the drop of debt service even if decreasing  
interest rates reduce the debt burden for households. Therefore,  
the attempts of high-indebted households to deleverage  
throughout slump are endangered by decreasing disposable  
income. Alternatively, times of robust growth of credit were  
related to higher asset prices, contributing to a rise in debtors'  
wealth. d'Alessio and Iezzi (34), point out that over indebtedness  
gives rise to social deprivation and poverty and might even result  
in instability in the financial system. Based on the study of (35),  
the periods of robust income growth for the highest wealthy  
households, occurred with sizable growth of indebtedness for the  
rest of the people could stimulate financial crisis. According to  
3.1 Monetary policy and interest rate  
According to classical economists, monetary policy is not  
effective on the real interest rate. Although cash injection in the  
economy may decrease the interest rate for a short period, this  
probably raises the price level.  
In contrast, Keynesians believe that fluctuations in the supply  
of money are led to changes in the interest rate. Following the  
appearance of unemployment, prices and money wages are  
decreased. If money stock is not decreased in reaction to such  
conditions, the monetary reserve surplus will decrease interest  
rate which will encourage investment and the economy returns to  
full employment as domestic investment is one of the key  
determinants of economic growth and flourishment (38). From  
this viewpoint, adjustments in the supply of money will have  
permanent impacts on the real interest rate. Effects of monetary  
growth on interest rate depend on whether the monetary policy is  
permanent or temporary (Meltzer, 1995). If changes of the  
monetary reserve are permanent, four types of effect can be  
explained: the effect of granting loan, liquidity, income impact  
and price expectations.  
Real and nominal interest rates are reduced because of the  
development of granting a loan. Based on the liquidity impact,  
reduction of interest rate is essential for money market settlement  
by assuming that price level and income are fixed following the  
increase of monetary reserve. As a result, the income effect of  
reducing nominal and real interest rates is led to income increase.  
If it is assumed that no change is created in real variables by  
executing the monetary policy, the nominal interest rate is  
expected to be increased equal to the effect of price expectations.  
But if money growth is changed temporarily, no change is  
expected at the general price level. In this state, money effects on  
the interest rate are similar to its permanent effects. The difference  
is that the expected effects of price are neutralized. Thus, if  
temporary effects of the expansionary monetary policy are  
accepted, inflation effects of these policies are modified via wage  
change and will not finally have any effect on the employment  
level and poverty adjustment in the long term.  
(22), the income inequality is lower than wealth inequality, and  
subsequently the consumption inequality is lower than the wealth  
inequality. Also, through having access to credit markets to use  
extra on debt when people are still young and they make low  
income, resulted in smooth consumption among this group  
throughout their lifetime.  
3
Effectiveness mechanisms of monetary policies  
The main phenomenon of expansionary monetary policy is  
inflation. (36) stated that using the expansionary monetary policy  
particularly in the short run will upsurge the price level and  
impacts on household’s income. Negative effects of expansionary  
monetary policy on income distribution have relatively been  
confirmed in all other studies as well. One of the dominant  
theories on the association between money growth and the general  
price level is quantity theory of money that was proposed as a  
referable rule by classical economists including David Ricardo in  
the 19th century. According to this theory, the general price level  
is changed proportionally to changing of the money stock. This  
viewpoint presumes that the velocity of money and the volume of  
the production are fixed. However, the developing of money  
theories questioned the assumption of the fixed velocity of  
money. New theoreticians of this school consider the concept of  
sustainability of velocity of money instead of its stability because  
the factors which change it act slowly so that its changes are  
predictable and identifiable. Inflation is created when the  
monetary reserve is increased considerably faster than  
production.  
3
.2 Credit policies  
Extension of credit is one of the determinants of final demand.  
Developing domestic productions in response to changes in total  
demand via bank credits and capital markets depends on the  
economic structure. Potential domestic supply, employment  
status, degree of use of capital, technology level and degree of  
replacement of import goods instead of domestic productions in  
total demand are all effective on the effectiveness of credit  
policies on production and employment.  
When there is unemployment, increasing of domestic credits  
through demand stimulation and at the same time its effect on the  
interest rate can develop employment provided that increasing of  
Exploring the behavior of inflation and money stock growth  
in many countries indicates that experience of high inflation rates  
in these countries has been accompanied by the high growth of  
money stock (37). However, the viewpoint of Keynesians and  
monetary theoreticians about the inflation method is not so  
different. Both consider that high inflation rates are the outcome  
of the high growth of monetary reserve. Thus, if inflation is  
5
91  
Journal of Environmental Treatment Techniques  
2020, Volume 8, Issue 2, Pages: 589-596  
prices is not responded via supplying of import goods and other  
manufacturing restrictions are not disclosed. About the countries  
that do not have active and organized markets, the role of credit  
allocation in the process of manufacturing and employment is  
more important. The manufacturing sectors in such economies  
mainly act in small scales and these units use unofficial credit  
markets to supply cash working capital due to inefficiency of the  
market mechanism in credit allocation. Naturally, they will be  
faced with higher interest rates than the official markets. Hence,  
increasing of cost of supplying short-term financial resources  
encounters these sectors with reduced competitiveness and is  
often led to their bankruptcy which often creates jobs and has a  
major role in earning money of low-income groups.  
Effectiveness paths of monetary policy on real variables can  
be divided into channels of interest rate changes, fluctuations in  
asset prices, and credits volume. Monetary policy from the path  
of change in asset prices is usually effective on total demand  
through the impact of foreign exchange rate on net export (wealth  
effects and Tobin's Q theory). Domestic deposits (in terms of  
domestic currency) will have less attraction than other deposits  
Which Gini, the dependence variable, is the Inequality index  
and other variables are transmission monetary policy indices like  
interest rate (er), stock return of financial market (financial  
Market), gold price (Gold), Liquidity or money volume  
(Liquidity), International Reserve of central bank (Reserves) and  
Monetary policy. The statistical method utilized in this research  
is the panel data method of OECD countries. Information  
gathering has been based on the country's basic information, i.e  
information and the data required for research are generally  
derived from the library method, using the World Bank website  
(WDI). The econometric method used in this research,  
Generalized Torque Method (GMM) which in this way equations  
that estimate their unobservable effects in each country and the  
existence of a dependent variable in the explanatory variables is a  
fundamental problem the generalized estimator (GMM), which is  
based on dynamic panel models, is used. This technique is  
necessary to evaluation the model using of this method first, the  
variables that are used in the model are specified. The GMM  
estimator compatibility is validated by the hypothesis that the  
error statements are not auto-correlated and the tools depend on  
that can be tested by dual tests specified by (42). The first test of  
the Sargan test is from predetermined limits which test the  
validity of the tools. The second is M which tests the existence of  
second-order serial correlations in first-order difference-  
difference errors. Dependent variable Gini coefficient index  
which is an indicator of income inequality and independent  
variables of monetary transfer mechanisms consist of: interest  
rates, liquidity, exchange rates, the gold price, the legal reserves  
of the central bank and the banks' debt to the central bank. The  
study period is from 2001 to 2017.  
(in terms of foreign currencies) due to the reduction of real  
interest rate following the expansionary monetary policy and their  
value is decreased relatively. This weakens the domestic money.  
Under such circumstances, net export and production are  
expected to be increased. Depending on how employment  
elasticity in the export sector and totally in production is, the  
effect of this mechanism on poverty will be different. Small  
enterprises which are exposed to more financial constraints (at the  
same time, they include the main part of the poor labor force) are  
more influenced by the monetary policy from the channel of  
increased credits (39, 40).  
Increasing expected prices at the time of frequent use of  
expansionary monetary policy is led to an unpredicted increase in  
prices. The power and motivation for lending are raised under  
such conditions. Finally, the impact of monetary policy on the  
liquidity of households is one of the effective paths of monetary  
policy on real variables. Although most of the discussion on the  
effect of credits has been focused on business expenses, they are  
as important as the monetary policy effectiveness. Expansionary  
monetary policy can increase the stock price and thus, the worth  
of financial assets. In this state, consumers' durable goods  
expenditure like the building is raised. Of course, this effect is  
converse for households who keep their assets in cash (mainly  
poor groups) because of their decreased purchasing power of  
assets. If the resultant of these effects is positive, the investment  
will be increased by increasing the expenditure on durable goods  
and as a result, expansionary monetary policy will raise total  
demand. Many economists believe that channel of credits is more  
important in influencing the economic variables.  
5
Empirical results and discussion  
Before estimating the model, in this part the trend of some  
variables like Gini index as inequality in some countries of OECD  
and some variables of transmission monetary policy as liquidity  
and central bank liability of OECD will be following. As Figure1.  
Shown the index as inequality in some countries of OECD, most  
of the countries are in range of 0.25 to 0.4. In the next figure, it  
showed the liquidity index as a transmission monetary policy. As  
shown in Figure 2, liquidity index as a transmission monetary  
policy in some countries of OECD, this index is increasing in this  
period. The next figure, it shown the Central bank liability index  
as a transmission monetary policy. As shown in Figure 3. Central  
bank liability index as a monetary policy transmission in some  
countries of OECD; Source, this index in some countries like  
Netherland is increasing.  
5
.1 Stationary test  
The usual methods of econometric studies in empirical work  
are based on the assumption of the Stationary factors; because  
there is a possibility that the estimate is false with non-invariant  
variables and citing the results of such estimates will lead to  
misleading results (43). In this study, Levin Lin Chus statistics  
were used. Brief of the finds of this test, assuming the factors of  
the trend and width of the source, it is presented in Table (1).  
Based on the finds of this table and the calculated probability  
levels, it is concluded that all variables are monitored at the level.  
4
Empirical Specification and Data  
In this study, the type of study is of an applied type;  
accordingly, a multivariate linear regression model has been  
applied for the hypotheses testing. The econometric model of this  
study based on the Inui, Sudou (41), show the impact of monetary  
policy transmission on the inequality as following:  
퐺푖푛푖 = 훼 + 훼 푒푟 + 훼 푓푖푛푎푛푐푖푎푙푀푎푟푘푒ꢁ + 훼 퐺표푙푑 +  
ꢀ푡  
0
1
ꢀ푡  
2
ꢀ푡  
3
훼 퐿푖푞푢푖푑푖ꢁ푦 + 훼 푅푒푠푒푟푣푒푠 + 훼 푀표푛푒ꢁ푎푟푦 + 휀  
ꢀ푡  
(1)  
4
ꢀ푡  
5
ꢀ푡  
6
ꢀ푡  
5
92  
Journal of Environmental Treatment Techniques  
2020, Volume 8, Issue 2, Pages: 589-596  
0
.5  
.45  
.4  
.35  
.3  
.25  
.2  
.15  
.1  
Netherlands  
Norway  
0
0
0
0
0
0
Poland  
Portugal  
0
Slovak Republic  
Slovenia  
0
Spain  
Sweden  
0
Switzerland  
Turkey  
.05  
0
United Kingdom  
2
005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017  
Figure 1: Gini index in some countries of OECD; Source; WDI 2019  
2
E+11  
1
1
1
1
.8E+11  
.6E+11  
.4E+11  
.2E+11  
United Kingdom  
Turkey  
Switzerland  
Sweden  
Spain  
1
8
6
4
2
E+11  
E+10  
E+10  
E+10  
E+10  
0
Slovenia  
Slovak Republic  
Portugal  
Poland  
Netherlands  
Mexico  
2
005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018  
Figure 2: Liquidity index as a monetary policy transmission in some countries of OECD; Source; WDI 2019  
5
93  
Journal of Environmental Treatment Techniques  
2020, Volume 8, Issue 2, Pages: 589-596  
9
8
7
6
5
4
3
2
1
E+10  
E+10  
E+10  
E+10  
E+10  
E+10  
E+10  
E+10  
E+10  
0
Netherlands  
New Zealand  
Norway  
Poland  
Portugal  
Slovak Republic  
Slovenia  
Spain  
Sweden  
Turkey  
2
005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018  
Figure 3: Central bank liability index as a monetary policy transmission in some countries of OECD; Source; WDI 2019  
Table 1: Stationary result  
Levin Lin Chu's statistic  
5.3 Estimated Model Analyses  
In this study, the GMM method was used in panel data the  
model is used to estimate the pattern. Estimated pattern results in  
this study is presented in Table 3. it is necessary to estimate the  
model by this method first, the variables that are used in the model  
are specified. Parental statistics the Sargan test is a pre-  
determined constraint which tests the validity of the tools.  
Variables  
Result  
Prob  
0.000  
0.001  
0.010  
0.010  
0.005  
0.007  
0.000  
Statistic  
-14.79  
-2.89  
-2.19  
-2.06  
-2.80  
-2.41  
-5.06  
Gini Index  
I (0)  
I (0)  
I (0)  
I (0)  
I (0)  
I (0)  
I (0)  
interest rate  
Capital market return  
Liquidity  
Table 2: Arlano and Band test results  
Bank reserves  
Central bank debt  
Self-correlation of disorder  
Z statistic  
-12.ꢀ  
Prob  
621ꢀ  
62.1  
1
Gold price  
Source: Research findings  
.
-12ꢁ1  
Source: Research findings  
5
.2 Autocorrelation test  
In order to determine the degree of self-correlation of disorder  
It should be noted that the Sargan (44), has been  
overestimated and is used to determine any kind of correlation  
between tools and errors. For tools to be valid, there should be no  
correlation between tools and error sentences. Additionally, the  
zero hypotheses of the parent statistics of the Sargan test (tool  
variables that are independent of the pattern are not correlated  
with waste) cannot be rejected, and hence it can be said that the  
variables used in this model are appropriate.  
The Sargan statistical test is used to test the correlation of  
wastes. It uses a chi-square distribution and the test statistic has a  
degree of freedom which is equal to the number of predictor  
variables of the pattern, rejects the zero test for the correlation of  
waste. As a result, the validity of the results is verified for  
interpretation. Separately, the results are as follows:  
sentences, the Arlano and band test statistics are applied, and the  
results are shown in Table 2. According to the results of Table 2,  
we see that the hypothesis is zero, the lack of self-affiliation in the  
sentences of the discrete disorder has not been rejected and so  
Arlan and Bond's method an appropriate method for estimating  
model parameters and eliminating static effects. In other words,  
with a degree of differentiation from the sentences of the disorder,  
the serial correlation between components of the disrupted  
sentences and the sentences of the disordered disorder have no  
first and second-order autocorrelation.  
5
94  
Journal of Environmental Treatment Techniques  
2020, Volume 8, Issue 2, Pages: 589-596  
Table 3: Results of estimating regression by GMM method (dependent variable: Gini coefficient)  
Variable  
Coefficient  
Std. Err  
t
p >|t|  
95% Conf  
Interval  
Gini  
Interest rate  
financial market  
Gold  
0.0043212  
0.0017879  
-1.70E-12  
-3.73E-12  
1.55E-10  
4.37E-14  
3.52E+01  
7.5740797  
1.5166556  
0.9614485  
270.49  
0.0032541  
0.0005789  
1.26E-12  
2.31E-12  
6.93E-11  
7.27E-14  
1.26E+00  
1.33  
3.09  
-1.36  
-1.62  
2.23  
0.60  
27.83  
0.186  
0.002  
0.178  
0.108  
0.027  
0.548  
0.00  
-0.0020952  
0.0006464  
-4.17E-12  
-8.29E-12  
1.82E-11  
0.007376  
0.0029294  
7.79E-13  
8.23E-13  
2.92E-10  
1.87E-13  
3.77E+01  
International liquidity  
International reserves  
Monetary policy  
Cons  
-9.95E-14  
3.27E+01  
sigma_u  
sigma_e  
rho  
F-test  
Prob  
0.00  
Source: Research findings  
The results show that the effect of interest rate variable as a  
monetary mechanism transfer on the Gini coefficient as an  
indifference index in OECD countries it is positive and  
insignificant (probability is 0.18) with a coefficient of 0.004 and  
it shows that raising interest rates will increase the inequality in  
these countries. Also, the research results show the effect of the  
capital market the inequality is also positive with a coefficient of  
considered for the monetary policy effectiveness on improving  
income distribution and poverty conditions (45). The first and the  
most important channel is that implementing the expansionary  
monetary policy in a certain period increases average income in  
that period and decreases poverty directly. This is because  
increasing the average income will decrease the number of people  
below the poverty line. This result will be accurate by assuming  
that income distribution is fixed in the short-term. Second,  
monetary policy can have short-term benefits for the poor through  
the reduction of the unemployment rate and increasing of  
participation rate of the labor force as well as real wage among  
the workers who have low skills.  
0
.001 and a significant probability of 0.002. The results also  
display the impact of bank deposits on income inequality. Poverty  
and inequality are influenced by the changing of nominal and real  
variables.  
On the other hand, poor income is mainly obtained from  
transfer payments than other people in society. As such kind of  
payments is less affected by periodical changes, implementing of  
monetary policy may worsen the status of income distribution and  
will, at last, be to the detriment of the poor. Thus, the expected  
effects of monetary policy on improving poverty conditions from  
the second channel are less than the first one. Third, inflation  
following the expansionary monetary policy can worsen income  
distribution through reduction of the real value of wages and  
transfer payments and will, at last, be to the detriment of the poor.  
If expected inflation and its extensive changes are led to  
uncertainty about the output of manufacturing activities and  
prosperity of activities which have private benefits more than  
social benefits, they can result in lower employment level.  
Continuity of high inflation in the macroeconomy environment  
can influence the poor more than other groups because expected  
inflation is led to the transfer of resources to early return and  
nonproductive sectors. Therefore, long-term investments are  
influenced more than other cases.  
6
Conclusion  
According to classical theories, implementing the monetary  
policy will just have price changes. From this perspective,  
monetary policy will influence distribution through price  
changes. If the change in total demand mix is in the benefit of  
capital-intensive goods (because of reduced interest rate), poverty  
is influenced via decreased demand for labor force too. New  
classics consider the rational expectations theory and flexibility  
of wages and maintain that the supply curve is horizontal if  
monetary and financial policies are predictable. Therefore, these  
policies are not effective in real variables. But if the above-  
mentioned policies have occurred unpredictably and  
unexpectedly, the supply curve will have a positive slope and  
these policies can change real variables. Finally, due to the total  
adjustment of expectations, the supply curve becomes horizontal  
and the effect of such policies on real variables is neutralized.  
In contrast, Keynesians believe that a nominal increase in  
money stock instead of a certain price level upsurge the real  
money supply. Therefore, the equilibrium interest rate is reduced,  
and investment and production will be increased. Therefore,  
employment (poor group) and income can be improved. The  
budget deficit policy, however, is more secure in achieving this  
objective, because the reduction of interest rate does not  
necessarily improve investment. Three channels can be  
Acknowledgment  
Journal editorial dotard thanks following reviewers to review  
this article.  
5
95  
Journal of Environmental Treatment Techniques  
2020, Volume 8, Issue 2, Pages: 589-596  
1
2
9. Claeys G, Leandro A. The European Central Bank's quantitative  
easing programme: Limits and risks. Bruegel Policy Contribution;  
Ethical issue  
Authors are aware of, and comply with, best practice in  
publication ethics specifically with regard to authorship  
2
016.  
0. Saiki A, Frost J. Does unconventional monetary policy affect  
inequality? Evidence from Japan. Applied Economics.  
2014;46(36):4445-54.  
(avoidance of guest authorship), dual submission, manipulation  
of figures, competing interests and compliance with policies on  
research ethics. Authors adhere to publication requirements that  
submitted work is original and has not been published elsewhere  
in any language.  
21. Stiglitz JE. Monetary policy in a multi-polar world. Taming capital  
flows: Capital account management in an Era of globalization:  
Springer; 2015. p. 124-70.  
2
2. Bullard JB. Income inequality and monetary policy: a framework  
with answers to three questions. 2014.  
3. Brounen D, Koedijk KG, Pownall RA. Household financial planning  
and savings behavior. Journal of International Money and Finance.  
2016;69:95-107.  
Competing interests  
The authors declare that there is no conflict of interest that  
would prejudice the impartiality of this scientific work.  
2
2
4. Piketty T, Zucman G. Capital is back: Wealth-income ratios in rich  
countries 17002010. The Quarterly Journal of Economics.  
Authors’ contribution  
All authors of this study have a complete contribution for data  
collection, data analyses and manuscript writing.  
2
014;129(3):1255-310.  
2
2
2
5. Milanovic B. Description of All the Ginis Dataset,Washington, DC:  
Research Department, World Bank. 2010.  
6. Rajan RG, Lines F. How hidden fractures still threaten the world  
economy. Princeton, New Jersey. 2010.  
7. Furceri D, Jalles JT, Loungani P. Fiscal consolidation and inequality  
in advanced economies: How robust is the link. Inequality and the  
role of fiscal policy: trends and policy options, IMF, Fiscal Affairs  
Department, Washington, DC, USA. 2015.  
8. Monnin P. Inflation and income inequality in developed economies.  
CEP Working Paper Series. 2014.  
References  
1
.
Siegfried J, Peterson T. Who is sitting in the stands? The income  
levels of sports fans. The economics of sports. 2000:51-73.  
Farajnezhad M, Suresh ALR. Effectiveness of Credit Channel of  
Monetary Policy Transmission Mechanism on Commercial Banks in  
Malaysia. International Journal of Recent Technology and  
Engineering (IJRTE). 2019;8(2277-3878).  
2
.
2
2
9. Doepke M, Schneider M. Inflation as a redistribution shock: effects  
on aggregates and welfare. National Bureau of Economic Research;  
3
.
Farajnezhad M, Ziaei SM, Choo LG, Karimiyan A. Credit Channel  
of Monetary Policy Transmission Mechanism in BRICS. Journal of  
Economics and Sustainable Development. 2016;7(4).  
2
006.  
3
0. Rognlie M, Auclert A. Inequality and Aggregate Demand.  
Manuscript, December. 2016.  
4
5
6
7
8
9
.
.
.
.
.
.
Masciandaro D, Passarelli F. Financial systemic risk: Taxation or  
regulation? Journal of Banking & Finance. 2013;37(2):587-96.  
Ball LM, Furceri D, Leigh MD, Loungani MP. The distributional  
effects of fiscal consolidation: International Monetary Fund; 2013.  
Bernanke B. Why are interest rates so low? Ben Bernanke’s Blog.  
3
3
1. Debelle G. Household debt and the macroeconomy. 2004.  
2. Flodén M, Kilström M, Sigurdsson J, Vestman R. Household debt  
and monetary policy: Revealing the cash-flow channel. 2017.  
3. Ahearne A, Wolff GB. The debt challenge in Europe. Transatlantic  
Economic Challenges in an Era of Growing Multipolarity.  
3
3
2
015.  
Kuznets S. Economic growth and income inequality. The American  
economic review. 1955;45(1):1-28.  
Piketty T, Saez E. Inequality in the long run. Science.  
2
012;22:273.  
4. d'Alessio G, Iezzi S. Household over-indebtedness: definition and  
measurement with Italian data. Bank of Italy Occasional Paper.  
2
014;344(6186):838-43.  
2
013(149).  
Coibion O, Gorodnichenko Y, Kudlyak M, Mondragon J. Does  
greater inequality lead to more household borrowing? New evidence  
from household data. National Bureau of Economic Research; 2014.  
3
3
5. Kumhof M, Rancière R. Levarging inequality. 2010.  
6. Zadeh MSK, Abdollahian E, Ziaei SM. The impact of imports and  
macroeconomic variables on the economic growth in Iran. Life  
Science Journal. 2014;11(12s).  
7. Wood G. Money, prices and the real economy: Edward Elgar  
Publishing; 1998.  
8. Karamzadeh M, Boon H. The Impact of Financial Development  
Elements on Economic Growth on Gulf Cooperation Council (GCC).  
Research Journal of Applied Sciences, Engineering and Technology.  
1
1
0. Cornia GA, Kiiski S. Trends in income distribution in the post-World  
War II period: Evidence and interpretation. WIDER Discussion  
Papers//World Institute for Development Economics (UNU-  
WIDER); 2001.  
1. Aghion P, Caroli E, Garcia-Penalosa C. Inequality and economic  
growth: The perspective of the new growth theories. Journal of  
Economic literature. 1999;37(4):1615-60.  
3
3
2
013;5(3):1032-5.  
1
1
1
1
2. Stiglitz JE. The price of inequality: How today's divided society  
endangers our future: WW Norton & Company; 2012.  
3. Ostry JD, Berg A. Inequality and Unsustainable Growth; Two Sides  
of the Same Coin? : International Monetary Fund; 2011.  
4. Ostry MJD, Berg MA, Tsangarides MCG. Redistribution, inequality,  
and growth: International Monetary Fund; 2014.  
5. Galor O, Moav O. From physical to human capital accumulation:  
Inequality and the process of development. The Review of Economic  
Studies. 2004;71(4):1001-26.  
3
4
9. Mishkin FS. The transmission mechanism and the role of asset prices  
in monetary policy. National bureau of economic research; 2001.  
0. Gertler M, Gilchrist S. Monetary policy, business cycles, and the  
behavior of small manufacturing firms. The Quarterly Journal of  
Economics. 1994;109(2):309-40.  
1. Inui M, Sudou N, Yamada T. The effects of monetary policy shocks  
on inequality in Japan. 2017.  
2. Arellano M, Bond S. Some tests of specification for panel data:  
Monte Carlo evidence and an application to employment equations.  
The review of economic studies. 1991;58(2):277-97.  
4
4
1
6. Dabla-Norris ME, Kochhar MK, Suphaphiphat MN, Ricka MF,  
Tsounta E. Causes and consequences of income inequality: A global  
perspective: International Monetary Fund; 2015.  
4
4
3. Baltagi BH. Econometric analysis of data panel. England: John Wiley  
&
Sons Ltd. 2005.  
1
1
7. Barro RJ. Inequality and Growth in a Panel of Countries. Journal of  
economic growth. 2000;5(1):5-32.  
8. Dobbs R, Lund S, Koller T, Shwayder A. QE and ultra-low interest  
rates: Distributional effects and risks. McKinsey Global Institute  
Discussion Paper. 2013.  
4. Sargan JD. The estimation of economic relationships using  
instrumental variables. Econometrica: Journal of the Econometric  
Society. 1958:393-415.  
5. Romer CD, Romer DH. Monetary policy and the well-being of the  
poor. National Bureau of Economic Research; 1998.  
4
5
96