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Empirical evidence deals mainly with the previous works of various authors all around the world. There have been many works carried out by different authors and they reached certain conclusions which may be further developed and their results vary among the countries. The first case considered is on the United States of America (USA) and then they further scrutinise what happened in the developed and emerging countries.
As noted in Thomas and Tower (1996), research into household saving/consumption behaviour in recent years has inclined to centre on probing for long-run relationships between saving (or consumption) and selected macroeconomic variables. In large part, this shows the fact that the data involved have been found to be non-stationary. This implies that conventional statistical methods cannot be used to test relationships between movements in the savings rate and other (non stationary) macro variables. This approach also implies that short-run movements in the savings rate may be driven by deviations from the long-run relationship between saving and its fundamental determinants.
Callen and Thimann (1997) study the empirical determinants of household saving in USA using cross sectional and panel data from 21 OECD countries for 1975-95.) They find that household saving fell from 13% during 1975-81 to only 11% in 1982-89 but it has then stayed stable in general. Variables that capture the structure of the tax system and the financing and generosity of the social security and welfare system are added to the set of potential explanatory variables. The results indicate that there is a central role for public and corporate saving, growth, and demographics in controlling household saving, while some role is also established for inflation, unemployment, the real interest rate, and financial deregulation. The results also propose that the tax and the social security and welfare systems have an important impact on household saving. Hence, economic growth is not generated that much following the relationship economic growth and household saving.
Saltz (1999) analyse the causal relationship between savings and growth rate of real output for a group that includes eighteen Latin American and Newly Industrialized countries between 1960 and 1991. The author established that higher growth rate of real output causes higher growth rate of savings.
Bérubé and Côté (2000) examine the structural factors of the household savings rate in Canada over the previous 30 years, using co integration techniques. The main result is that the real interest rate, expected inï¬‚ation, the ratio of the all-government ï¬scal balances to nominal GDP, and the ratio of household net worth to personal disposable income are the most significant causal factors of the trend in the personal savings rate, as calculated in the National Income and Expenditure Accounts (NIEA). The outcomes also recommend that the fast fall in the NIEA personal savings rate in current years mainly shows a change in the trend constituent of the savings rate, rather than a temporary different approach from the trend. As a result, it had a positive impact on economic growth in Canada as growth is highly sensitive to real interest rate, expected inï¬‚ation, the ratio of the all-government ï¬scal balances to nominal GDP, and the ratio of household net worth to personal disposable income.
Jacobson, Lindh and Warne (1998) showed evidence that the link between the financial sector share, private savings and growth in the United States 1948 to 1996 is categorized by some regime shifts. The result bases itself on vector auto regressions on quarterly data that allow for Markov switching regimes. There is strong evidence that the proposition that the financial development and growth operate step by step gradually.
According to Barba and Pivetti (2008), rising household debt in USA made low wages and increasing aggregate demand to arise simultaneously. In the USA, according to the figures of the Federal Reserve Board, consumer credit outstanding reached 25% of disposable personal income (DPI) in 2006. This was the peak of an upward trend that has characterised the period since the first half of the 1980s, following 15 years during which the consumer credit-income ratio averaged around 18%. Increasing household debt in developed countries like USA has been mostly due to the noticeable fall in household savings and this had an adverse effect on economic growth.
Salotti (2009) claims that the current account is inclined by changes in US private savings which aid to generate and maintain world imbalances. A panel of 18 developed countries for the time dimension of 1980-2005 is used to check this claim by examining the components of total household savings. They merge two lines of literature: the first line from consumer theory, bearing in mind particularly the `wealth effect', the second line from aggregate private savings theory. Unit root and "cointegration" tests are performed to evaluate the most suited method for estimation of the long run savings function and to derive the "cointegrating" relationship. The group means FMOLS is exercised to approximate the model. The empirical evidence goes in line with the theory where a rise in wealth should adversely affect the household savings. In addition, when significant descriptive variables, such as national savings and populace dependence ratios, are incorporated in the model, material wealth becomes the only type of wealth to (inadequately and negatively) control household savings in developed countries. With the positive wealth effect, it influences household saving positively which hence results in economic growth while with negative wealth effect, household saving usually falls which makes economic growth fall as well.
BhaskaraÂ (2011) examined if the mortgage equity withdrawal (MEW) mechanism is a good way to justify the great falls in the US household saving ratio over the previous twenty years. House price inflation, stock prices and mortgage rates are determinants of MEW. A VEC model with the above four variables mentioned is thus estimated. According to the impulse response report, when the prices of assets rise, the saving ratio usually falls and when mortgage rates rise, it rises as well.
2.2 Studies on Other Developed Economies
Carroll and Weil (1994) present "Granger"-"causality" tests for 38 countries for which they have panel data, and show that increases in growth radically head increases in saving. Dekle (1993) presents comparable "Granger" "causality" regressions for a group of fast-growing countries and finds that growth positively "Granger"-causes saving in every country in his sample. According to Verma (2007), the regression results favour the Carroll-Weil hypothesis that it is not savings that causes economic growth, but instead, it is rather growth that triggers savings in India.
Andersson (1999) believes that the worldly interdependence between saving and output has been measured in recent empirical studies which obliged some authors to question the conventional idea of a "causal" chain where saving precedes growth via capital accumulation. As divergent to the previous studies, which have mostly used panel-estimation processes, the tests of "causal" chains are performed in time-series sets. Saving and GDP are approximated in" bivariate vector autoregressive or vector error-correction models" for Sweden, UK, and USA, and tests of "Granger non-causality" are executed within the estimated systems. The core results shows that the "causal" chains linking saving and output vary across countries, and also that "causality" linked with amendments to long-run dealings might go in diverse directions than "causality" associated with short-term instabilities.
Alguiacil, Cuadros and Orts (2002) have used the Granger non-causality test procedure developed by Toda and Yamamoto (1995) to observe the saving-growth nexus in Mexico. The causation analysed between national saving and domestic income found in recent empirical studies proved to be contradictory since there was proof in favour of Solow's model which forecasted that there would be higher economic growth with higher savings. If foreign direct investment (FDI) is added to the model, there is greater evidence about the causality of the saving-growth nexus in Mexico since FDI increases economic growth and strengthens the relationship between savings and economic growth.
Jappelli and Padula (2007) reconsidered savings inclinations in Italy, summarizing existing empirical evidence on Italians' motives to save, relying on macroeconomic indicators as well as on data drawn from the Bank of Italy's Survey of Household Income and Wealth from 1984 to 2004. The macroeconomic data indicate that households' saving has fallen considerably, although Italy continues to class above most other countries in terms of saving. The microeconomic data show a strong correlation between the propensity to save and the level of current income, as well as a strong correlation between income and indebtedness. International panel data put forward that saving is robustly linked with the growth rate of income, and that saving changes parallel growth change.
Sajid and Sarfraz (2008) analysed the causal relationship between savings and output in Pakistan by using quarterly data for the period of 1973:1 to 2003:4. The authors had recourse both co-integration and the vector error correction methods and found that bi-directional long run correlation exists between savings and output level. Furthermore, the results showed that there is a unidirectional long run causality from public savings to output (GNP and GDP), and private savings to gross national product (GNP). Moreover, the long run results backs the capital fundamentalist's point of view that savings lead to the level of output in case of Pakistan.
Hondroyiannis (2004) analyses the long term and short term causal factors of aggregate private savings in Greece using data for the time frame of 1961-2000. By considering the financial and demographic advances during this phase, the long run savings utility which is susceptible to real interest rate, public funds, liquidity, old dependency ratio and fertility changes, is approximated on the foundation of an absolute life-cycle hypothesis. The significance of short-run divergences is obtained using vector error-correction model estimation. The empirical evidence proposes the continuation of a stable long-run savings function in Greece both in the long- and short-run periods and the policy inferences of such an association are accessible. It has been found that when real interest rates rise, private savings also rises and this generates economic growth.
Wah and Chor Foon (2011) tried to measure the dynamic link between private domestic investment (PDI), the user cost of capital, and economic growth in Malaysia over the period of 1970 to 2009. The PDI, the user cost of capital, and economic growth are "cointegrated" in Malaysia according to the "Johansen cointegration test". The Granger causality test shows that there is a uni-directional causality running from PDI to economic growth and also from PDI to the user cost of capital in the long run and there is a bi-directional causal relationship between economic growth and the user cost of capital in the long run. Following a rise in PDI, it results in economic growth but household saving usually falls due to the uni-directional causality existing from PDI to economic growth. However, an increase in user cost of capital has an adverse effect on household saving and even affects economic growth negatively.
2.3 Studies on Emerging Markets
Emerging markets are economies which are currently in the process of fast growth and industrialisation. There are at present 28 emerging markets in the world with the economies of China and India being considered certainly as the two largest. New conditions were surfaced in recent years to portray the largest developing countries such asÂ BRICÂ standing forÂ Brazil,Â Russia,Â India, and China.
Jappelli, Tullio and Pagano (1994) test whether the measures of liquidity constraints help to explain the international differences in national saving rates, as forecasted by their model. They also test an outcome of that model, namely that the effect of growth on saving is greater where liquidity constraints are more determined. The data cover a panel of 19 countries (all the main OECD countries are included) and are drawn from Modigliani . Observations are averages of annual data for three periods: 1960-1970, 1971-1980, and 1981-1987). Findings show that the two variables are negatively linked. They have empirically measured the soundness of three propositions, namely that liquidity constraints on households raise the saving rate, strengthen the effect of growth on saving, and promote productivity growth in models in which growth is endogenous.
Caroll and Weil (1994) used five year averages of the economic growth rate and savings for OECD countries and found that economic growth "Granger" caused savings. However, the reverse was obtained when dummies were included in their estimation. Using "Granger" "causality" tests, findings by Sinha (1999) found that economic growth rate "Granger" caused the savings growth rate for Mexico and Sri Lanka respectively.
Using cross section data between 1960 and 1997 and "Granger" "causality" methodology, Anoruo and Ahmadi (2001) observed the causal relationships between the growth rate of domestic savings and economic growth for seven African countries -namely Congo, Cote d'Ivoire, Ghana, Kenya, Nigeria, South Africa and Zambia. Their studies established that savings are co-integrated in all of the countries except for Nigeria and that economic growth "Granger"-causes the growth rate of domestic savings for all the countries considered except Congo where reverse "causality" was obtained.
Kwack and Lee (2005) investigate the extent to which income growth and uncertainty and demographic factors affect the domestic real saving rate in Korea. They test an extended life cycle hypothesis and demography hypothesis with Korean time series data from 1975 to 2002. The results of the tests show that the aggregate saving rate is positively affected by the moving average of the growth rate of income and the variance of the income growth. The positive effect of the income growth differs from the negative effect found household survey data were used. The young and the older age dependency ratios have negative effects on the saving rate, suggesting that the age structure of the population has an impact on aggregate saving rates.
Adebiyi (2005) employed quarterly data spanning between 1970 and 1998 to examine savings and growth relationships in Nigeria using "Granger" "causality" tests and impulse response analysis and concluded that growth, using per capital income, is sensitive to, and has an inverse effect on savings.
Mohan (2008) believes that household savings in India has contributed significantly to its economic growth which recorded a steady rise over the last decades. Mohan found some empirical relations whereby in the argument that high levels of debt-GDP lead to high interest payments relative to GDP, which crowd out government capital expenditure and reduce the overall saving rate, two relationships are of critical importance: the responsiveness of changes in the saving ratio with respect to changes in the fiscal deficit levels; and the responsiveness of government capital expenditure to changes in the level of interest payments. Mohan (2006) experienced the path of "causality" between economic growth and savings in different economic income classes. The ADF test indicates that both log GDP and log GDS have unit roots in the level data. In the presence of unit roots, the variables need to be differenced in order for the series to be stationary. Without differencing the data, a "causality" test would lead to misspecification.
Waithima (2008) had recourse to the Hendry Model with a two-step method to model a saving function for Kenya. It was found that a 1 percentage raise in GDP growth rate triggered a 0.5 percentage boost in household saving and the causality tests showed a unidirectional causality that runs from per capita GDP to private saving.
To examine the "direction of causality" between saving and economic growth in Nigeria during the time frame 1970-2007, Oladipo ( 2009) used the "Toda and Yamamoto (1995) and Dolado and Lutkepohl (1996) TYDL" methodology. The variables of interest for savings and economic growth are positively "co-integrated" indicating that there exists a steady long run equilibrium relationship. Furthermore, the findings also revealed a "unidirectional causality" between savings and economic growth and thus the corresponding role of FDI in growth.
In order to establish the link between economic growth and saving in Nigeria during the time frame of 1970-2007, Abu (2010) used the "Granger-causality and co-integration techniques". There exists "co-integration" and "long-run equilibrium" between the variables savings and economic growth according to the "Johansen co-integration test". There is also the "causality" runs from economic growth to saving, implying that growth triggers and "Granger" produces saving. Hence, the "Solow's hypothesis" that saving leads to economic growth, and recognize the Keynesian theory that it is economic growth that leads to higher saving, is discarded.
Howitt, Agnion, Comin and Tecu (2009) wanted to test if a country can grow more rapidly by saving further as they believe that household saving is of deep concern as it allows entrepreneurs to undertake their business and also reducing the agency cost that usually acts a hindrance for foreign investors. Since domestic saving counts for improvement, and consequently growth, it thus allows the home industrialist to put equity into this joint enterprise, which reduces an organization setback that would else discourage the foreign shareholder from contributing. In rich countries, domestic entrepreneurs are already known with limit know-how and consequently do not need to draw foreign outlay for investment, so domestic saving is not important for growth. The higher the household savings and the lower the household debt a country has, the more economic growth it can at least forecast to make. The finding is based on a cross-country non-overlapping panel over the period from 1960 to 2000. They use a sample of 118 countries, all those for which there exists data on per-worker GDP and on the saving rate. The cross-country regression shows that lagged savings is positively related with productivity growth in poor countries but not in rich countries.
Most authors have come up with the conclusion that household saving indeed has a positive relationship on economic growth as predicted by theoretical background. The next chapter deals with data analysis whereby each variable of interest will be examined through graphs and the summary statistics will be performed.