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    The Determinants of Foreign Direct Investment into Australia 2013

    Page 0

    2013

    Charlie Lennon

    The Determinants of Foreign

    Direct Investment into Australia

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    The Determinants of Foreign Direct Investment into Australia 2013

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    Contents

    List of Tables .................................................................................................................................... 3

    List of Figures .................................................................................................................................. 3Abstract ............................................................................................................................................ 4

    Abbreviations Used .......................................................................................................................... 5

    1.0 Introduction ................................................................................................................................ 6

    1.1 Foreign Direct Investment ....................................................................................................... 6

    1.2 Growth of FDI ......................................................................................................................... 6

    1.3 Determinants of FDI ................................................................................................................ 6

    2.0 Overview of Australia ................................................................................................................. 7

    2.1 Australian Economy ................................................................................................................ 7

    3.0 Methodology .............................................................................................................................. 8

    3.1 Data Collection ....................................................................................................................... 8

    3.2 Variable Selection ................................................................................................................... 8

    3.2.1 Employment ..................................................................................................................... 8

    3.2.2 Labour Cost ..................................................................................................................... 8

    3.2.3 Price of Gold .................................................................................................................... 8

    3.2.4 Gross Domestic Product (GDP) ....................................................................................... 9

    3.2.5 Exchange Rates............................................................................................................... 9

    3.2.6 Interest Rates .................................................................................................................. 9

    3.2.7 Spending on Education .................................................................................................... 9

    3.4 Research Strategy .................................................................................................................. 9

    4.0 Results, Findings and Discussion ............................................................................................ 11

    4.1 Model 1: LCST, EMPL, GDP & GOLD .................................................................................. 11

    4.2 Model 2 ................................................................................................................................. 12

    4.3 Model 3 ................................................................................................................................. 13

    4.4 Model 4 ................................................................................................................................. 13

    4.5 Selecting the Most Appropriate Model .................................................................................. 14

    4.3 Limitations ............................................................................................................................ 14

    5 Conclusion .................................................................................................................................. 16

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    References ..................................................................................................................................... 17

    Tables ............................................................................................................................................ 19

    Figures ........................................................................................................................................... 21

    Appendices .................................................................................................................................... 27

    Appendix ATNCs Top 10 perspective host economies 2012-14 ............................................ 27

    Appendix B Australia FDI since 1987 ...................................................................................... 27

    Appendix C Australia top 10 trading partners .......................................................................... 28

    Appendix DAustralias Global Location in Relation to Other Major Economies ...................... 28

    Appendix EAustralias Principal Exports ................................................................................. 29

    Appendix F - Australian Population since 2003 ......................................................................... 29Appendix G - Australia Gross GDP............................................................................................. 30

    Appendix HAustralias Balance of Payments .......................................................................... 30

    Appendix I Sample Data .......................................................................................................... 31

    Appendix J Research Strategy Model ...................................................................................... 32

    Appendix K Definitions of Variables ......................................................................................... 33

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    List of Tables

    Table 1: Single Regression Results ............................................................................................... 19

    Table 2: Model 1 Results ............................................................................................................... 19

    Table 3: Model 2 Results ............................................................................................................... 19

    Table 4: Model 3 Results ............................................................................................................... 20

    Table 5: Model 4 Results ............................................................................................................... 20

    Table 6: Comparison of Models ..................................................................................................... 20

    List of FiguresFigure 1: Scatterplot of Australia's Employment Rate During 1987-2010 ...................................... 21

    Figure 2: Scatterplot of Australias Labour Cost during 1987-2010 ................................................ 21

    Figure 3: Scatterplot of the Price of Gold in Australia During 1987-2010 ....................................... 22

    Figure 4: Scatterplot of the Australias GDP During 1987-2010 ..................................................... 22

    Figure 5: Scatterplot of Australias Exchange Rate During 1987-2010 .......................................... 23

    Figure 6: Scatterplot Australias Interest Rate During 1987-2010 .................................................. 23

    Figure 7: Scatterplot of the Level of Education Spending in Australia During 1987-2010 .............. 24

    Figure 8: Scatterplot of Model 1's Regression Residuals Against Predicted Values ...................... 24

    Figure 9: Scatterplot of Model 2's Regression Residuals Against Predicted Values ...................... 25

    Figure 10: Scatterplot of Model 3's Regression Residuals Against Predicted Values .................... 25

    Figure 11: Scatterplot of Model 4's Regression Residuals Against Predicted Values .................... 26

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    Abstract

    This report is an empirical study examining the determinants of Australian FDI. Independentvariables such as GDP, employment, labour cost and the price of gold have been used to

    investigate the determinants of FDI. Multiple regression analysis was used to analyse and

    investigate the relationship between Australias FDI and independent variables. GDP and the price

    of gold were found to have a significant impact on FDI.

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    Abbreviations Used

    GDP = Gross Domestic Product

    FDI = Foreign Direct Investment

    SPSS = Predictive Analysis Software and Solutions

    TNC = Trans National Company

    INRST = Interest Rate

    LCST = Labour Cost

    EMPL = Employment

    GOLD = Price of Gold

    EDU = Education Spending

    EXRT = Exchange Rate

    OECD = Organization for Economic Coopertation and Development

    IMF = International Monetary Fund

    ACB = Australian Central Bank

    FIRB = Foreign Investment Review Board

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    1.0 Introduction

    International investment is crucial to the

    economic relations between countries (Yanget al. 2000). This study aims to explore the

    independent variables that determine FDI into

    Australia.

    1.1 Foreign Direct Investment

    The OECD defines FDI as:

    A category of investment that reflects the

    objective of establishing a lasting interest by

    a resident enterprise in one economy, in an

    enterprise that is resident in an economy

    other than that of the direct investor. (OECD

    2008)

    FDI activity can be demonstrated through

    international flows, international trade,

    information and migration. Australia receives

    high FDI flows in comparison to global

    standards (Yang et al. 2000).

    With increasing globalisation and the

    importance of international trade, FDI

    intensifies the interaction between states,

    regions and firms (Johnson 2005). Placing

    greater need for economies to understand

    what variables attract and repel FDI for their

    specific economy.

    1.2 Growth of FDIFDI has demonstrated colossal growth rates

    since the 1980s. Globalisation activity such

    as the increased openness of economies and

    liberalization of markets has strengthened the

    argument for careful analysis in relation to

    FDI decisions (Reschenhofer et al. 2012).

    During 1960-90, estimates show that the

    growth rate of world FDI exceeded that of

    world GDP growth by approximately 10%,

    creating a dramatic increase in the global

    GDP/FDI ratio (UNCTC 1988 cited Yang et al

    2000, UNCTAD 1993 cited Yang et al 2000).

    Australia has seen a steady positive increasein FDI since 1987 (Appendix B).

    1.3 Determinants of FDI

    Despite extensive research efforts, there is

    little unanimity with regards to variables

    determining FDI (Reschenhofer et al, 2011).

    Noorbakhsh et al (2001) states foreign

    investors are attracted to locations that offer

    appropriate combinations of location and

    advantage. In addition to location, economic

    variables such as market size, interest rates,

    taxation, barriers to trade, exchange rate and

    trade deficit are commonly attributed to

    determinants of FDI (Agiomirgianakis, 2006).

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    2.0 Overview of Australia

    The Australian Government welcomes

    foreign investment. It has helped build

    Australias economy and will continue toenhance the wellbeing of Australians by

    supporting economic growth and prosperity.

    (FIRB 2013).

    Australia is the worlds smallest continent and

    lies south east of Asia, between the Pacific

    and Indian Oceans (Appendix D). Australia is

    increasingly attempting to focus their trade

    activities with Asia (Appendix C) due to its

    location geographically, in particular with

    China. Its key strategic relationships,

    however, are with the United States (Vaughn

    2006).

    Australia boasts vast natural resources,

    further developed rapidly by foreign

    investment, particularly in the form of FDI

    (Yang et al. 2000). Natural resources are

    Australias top three principal exports inrecent years (Appendix E).

    In 2013 the Australian population was

    estimated at 22 million and has increased

    steadily since 2003 (Appendix F).

    2.1 Australian Economy

    Latest figures from Trading Economics (2012)

    show GDP in Australia to be worth

    US$1371.76 billion in 2011 (Appendix G).The GDP value of Australia represents 2.21%

    of the world economy. Australias GDP from

    1965 until 2011 averaged US$328.1,

    reaching an all-time high of US$1371.8 billion

    in December 2011 and a record low of 25.4

    USD Billion in December 1965 (Trading

    Economics 2012). This data combined with

    population statistics indicates a growing

    economy.

    Between 2011 and 2015 it is anticipated that

    Australias GDP will grow by 4.81% to 5.09%

    year on year. By the end of 2015, Australian

    GDP is expected to reach US$1.122 trillion(Economy Watch 2010). In addition to GDP,

    Australia boasts healthy global trading

    relations with a $21.3 billion surplus and an

    export growth reaching 8.9% on a 5 year

    trend (Appendix H).

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    3.0 Methodology

    3.1 Data Collection

    Quarterly data for all variables was collectedsince 1987. The data was transformed with

    logarithm to allow for more accurate

    observations (Appendix I). The data was

    obtained from the Australian Central Bank, a

    reputable governmental source, to ensure

    validity and reliability. All data was formulated

    on Excel 2010 and regressions were run

    using SPSS20.

    3.2 Variable Selection

    Labour cost, GDP, exchange rate, interest

    rate, employment rate, price of gold and

    education spending were identified from

    extensive preliminary research suggesting a

    possible link to FDI. Single regressions were

    run to determine the significance of the

    variables in determining FDI independently.

    The results of the initial linear regression canbe viewed in Table 1. Four variables

    performed well, GDP (GDP), the price of gold

    (GOLD), employment (EMPL) and labour cost

    (LCST), with strong significant coefficients

    ranging from 0.00 to 0.04. Interest rates

    (INRST), education spending (EDU) and

    exchange rate (EXRT) however, displayed

    insignificant coefficients outside of the 0.05%

    confidence level and were removed for the

    main regression.

    3.2.1 Employment

    Markusen & Maskus (2002) suggest a

    markets size and characteristics, in particular,

    a countrys skilled labour endowment to be an

    important factor of FDI. A well-educated

    labour supply has become increasingly

    attractive for TNCs (Pfefferman and

    Madarassy 1992). It may be argued that new

    technological advances and the shift of FDI

    towards more skill intensive industries might

    be responsible for the increasing demand for

    skilled labour. Faeth (2005b) states however,that a higher unemployment rate encourages

    FDI as attracting labour becomes cheaper for

    TNC's.

    Appendix J shows a positive data trend

    analysis for employment over time.

    3.2.2 Labour Cost

    There is wide debate within the literature

    regarding labour cost and FDI. Chingarande(2012) believes that since labour cost is a

    cost of production, the higher the labour cost,

    the greater the negative impact on FDI. Lucas

    (1993) states however, that despite higher

    employment costs making production in the

    host country less attractive than elsewhere, a

    replacement of labour with capital is often

    considered an acceptable substitution leaving

    FDI unaffected. Alternatively, Faeth (2005b)

    takes a contrasting view, finding that higher

    wages may represent a higher skill level;

    hence, firms might substitute capital for

    labour, attracting FDI.

    Appendix K displays a positive data trend of

    labour cost since 1987.

    3.2.3 Price of Gold

    Gold mining through resource liberalisation isindeed one of the central environmental and

    FDI discussion points around the world (Arol.

    2002). By drawing on free market forces in

    2001, mining accounted for 95% of Australia's

    primary sector FDI and 17% of total FDI

    (Faeth, 2005). Approved Chinese FDI during

    this period, reached almost $60bn, of which

    approximately 87% was in minerals and

    resources. This provides strong argument for

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    Australias geographical demographics and

    resources influencing its FDI.

    Australia's richness in minerals thus prompts

    an investigation into whether inward FDIwould be affected by the price of specific

    minerals, such as gold.

    Appendix L conveys the data trend analysis

    for the price of gold. The trend is initially

    stable, horizontal and linear, extending into a

    positive curve.

    3.2.4 Gross Domestic Product (GDP)

    The majority of empirical studies on FDI

    contain a measure of the size of the host

    market, most commonly represented by real

    GDP (see Bajo-Rubia & Sosvilla-Rivero

    (1994); Moore (1993); Wang & Swain (1995)

    cited in Yang (2000)). The literature

    consistently portrays a strong relationship

    between GDP and FDI.

    Appendix M demonstrates data trend analysisfor GDP, outlining a continuous positive linear

    trend.

    3.2.5 Exchange Rates

    The literature commonly expresses that

    exchange rates influence FDI with both their

    levels and their volatility. When a currency

    depreciates, becoming relatively cheaper in

    terms of another currency, two implications

    can be identified. Depreciation can reduce a

    countrys wages and production costs relative

    to other countries (Goldberg 2009), this will

    attract FDI. Secondly, a domestic

    depreciation can be an advantage to potential

    investors if the exchange rate is expected to

    appreciate in the future, improving future

    rates of return and consequently FDI.

    Appendix N outlines the data trend of

    exchange rates since 1987, showing an

    upward, positive trend with many fluctuations.

    3.2.6 Interest Rates

    Fedderke (2002) states that the core drivers

    of FDI fall into two categories, rate of return

    and risk factors. He found that there is a

    positive response of FDI to interest rates by

    virtue of a negative response overall to the

    risk factors. Whilst According to Gross and

    Trevino (1996) a relatively high interest rate

    in a host country has a positive impact on

    inward FDI.

    Appendix O depicts the data trend analysis

    performed, outlining a negative trend of

    interest rates over time.

    3.2.7 Spending on Education

    A high level of education is regarded as the

    most important element in human resource

    development (UNCTAD, 1994). Buckley and

    Matthew (1979) found that highly skilled and

    educated workers in the manufacturing

    industry were the most influential factor in

    expansion into Australia as opposed to any

    other global economy. Nicholas et al. (1996)

    established that investors are attracted to

    Australia due to the belief that higher

    spending on education develops an

    increasingly efficient work force with limited

    risk on investment.

    Appendix P illustrates the data trend for

    education spending over time, portraying a

    linear and somewhat cyclical relationship.

    3.4 Research Strategy

    The results of the initial linear regression can

    be viewed in Table 1. Four variables

    performed well, GDP (GDP), the price of gold

    (GOLD), employment (EMPL) and labour cost

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    (LCST), with strong significant coefficients

    ranging from 0.00 to 0.04. Interest rates

    (INRST), education spending (EDU) and

    exchange rate (EXRT) however, displayedinsignificant coefficients outside of the 0.05%

    confidence level and were removed for the

    main regression.

    As outlined in Appendix I, the framework

    used to examine the four remaining variables

    consisted of four regressions and a process

    of elimination. Systematic analysis was

    conducted by eliminating the weakest

    variable prior to running the next regression.The results are analysed in Chapter 4.

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    4.0 Results, Findings and

    Discussion

    In this chapter, the regression results are

    presented, interpreted and analysed.

    4.1 Model 1: LCST, EMPL, GDP &

    GOLD

    The regression equation for model 1 is as

    follows:

    FDI = -7.988 + GDP1 + GOLD2+ EMPL3+ LCST4

    The objective of the regression was to test

    whether the null hypothesis should beaccepted or rejected in favour of the

    alternative hypothesis. The null hypothesis

    (H0) and alternative hypothesis (H1) for model

    1 are as follows:

    H0: 1= 2= 3= 4 = 0

    H1: 1 0, 2 0, 3 0, or 4 0

    The results from model 1 are displayed in

    Table 2. The coefficient of GDP performed

    well. With a P value of 0.004, it is the most

    significant coefficient and is substantially

    within the preferred economic significance

    standard of 0.05 confidence. The t-test

    results for the coefficient of GDP show that |t|

    is greater than the critical value of t by 4.324

    at a 5% significance level, hence, the null

    hypothesis is rejected at a 99.6% confidence

    level. It is evident therefore, that thecoefficient of GDP is statistically significant in

    determining FDI. As the coefficient is a

    positive figure, the relationship between FDI

    and GDP is also positive, this means as GDP

    increases, the level of Australias FDI will rise.

    The coefficient of the price of gold shows a

    significance of 0.056. Despite the figure

    falling short of the preferred standard by

    0.006, it remains within the economic

    conventions of below 0.01 and is therefore,

    classified as significant. Likewise, the t-test at

    95% significance proves that the price of gold

    is statistically significant in determining FDIas the absolute value of t 4.81, is greater than

    the critical value 2.776, allowing the rejection

    of the null hypothesis at a 94.4% confidence

    level.

    On the other hand, both coefficients of

    employment (EMPL) and labour cost (LCST)

    are insignificant at the significance levels of

    0.412 and 0.106 respectively. The t-test

    results of both coefficients display similarresults, with both absolute values of t being

    less than the critical value at 95%

    significance. The result causes the

    acceptance of the null hypothesis and

    consequently proves that in this particular

    model, there is no statistical relationship

    between FDI, labour cost and employment.

    The results are surprising as the literature

    suggests that both variables influence FDI

    and therefore, an acceptable significance

    level was to be expected. In addition to this,

    during our preliminary testing, each variable

    showed a significant influence on FDI. The

    results show that within the particular

    combination of variables tested, despite being

    significant when tested independently with

    FDI, EMPL and LCST do not have a

    significant impact on determining FDI, with

    EMPL being the weakest. It is for this reasontherefore, EMPL has been removed from the

    regression in Model 2.

    The r2 of the model is equal to 0.823,

    therefore, Model 1 explains 82.3% of the

    variance of the relationship between GDP,

    GOLD, EMPL and LCST. In other words,

    assuming all coefficients are significant, the

    combination of all independent variables used

    in this model, is appropriate in predicting FDI.

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    The f-test is performed to calculate the

    statistical use of the model. The test for

    Model 1 is as follows:

    f(4,95) = 1794.694, p

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    and LCST is explained by the model. This

    provides argument that the model is useful in

    predicting FDI.

    The f-test performed is as follows:

    f(3,95) = 2261.663, p

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    Y = -9.741 + GDP1

    H0: 1 = 0

    H1: 1 0

    The results from model 4 are summarised in

    the table 5. The coefficient of GDP shows a

    positively correlated significance of 0.003.

    The relationship between GDP and FDI is

    further supported by the t-test result whereby

    the null hypothesis is rejected at a 99.7%

    confidence level because the absolute value

    of t (15.249) is greater than the critical value

    of t (12.71).

    The r2 is moderate at 62.8%, however as this

    model only contains one coefficient, it is more

    appropriate to analyse the adjusted r2 to take

    this into account. The adjusted r2 is high at

    79%, supporting the validity of the model and

    showing that 79% of the variance is explained

    by the model.

    The f-test performed is as follows:

    f(1,95) = 17756.301, p

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    distortions improving the robustness of the

    models.

    This project was limited by time and

    specification. If there were no limits on time orwordcount, there would have been more time

    to incorporate more variables with more

    detailed analysis.

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    5 Conclusion

    With an increasingly globalised economy, the

    Australian government is focussed on gaining

    increasing FDI for their country. The aim ofthis paper was to discover the determinants

    of FDI in Australia. Having researched

    existing studies, the empirical results in this

    paper are generally consistent with the widely

    accepted determinants of FDI found within

    the literature, such as GDP and labour cost.

    The price of gold is also found to be a

    significant factor of FDI in this study.

    This study found GDP to be the most

    significant determinant of FDI in all models.

    GDP run independently with FDI was found to

    be the most appropriate model. It can be

    concluded therefore, that GDP can be used

    to predict Australias FDI levels in the future.

    The price of gold was also found to be a

    significant determinant of FDI in all models.

    Both results are consistent with the literature.

    Labour cost and employment were found to

    be significant only when run independently

    with FDI however, the models validity was

    questionable due to low r2 values. The

    literature states that labour cost and

    employment are determinants of FDI hence,

    further investigation would be useful to

    analyse our contradictory result for LCST &

    EMPL.

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    Tables

    Table 1: Single Regression Results

    Variable R Square Adjusted R Square t Sig

    GDP(1) 0.628 0.790 1.589 15.249 0.03

    GOLD(2) 0.558 0.528 2.193 6.242 0.00

    EMPL(3) 0.520 0.255 0.589 3.669 0.04

    LCST(4) 0.498 0.344 -0.875 5.275 0.01

    INRST(5) 0.429 0.378 -5.675 -7.434 0.70

    EDU(6) 0.203 0.195 0.438 4.995 0.50

    EXRT(7) 0.155 0.045 0.597 2.391 0.84

    Table 2: Model 1 Results

    Variable R SquareAdjustedR Square

    F t Sig

    ModelSummary

    GDP (1),GOLD(2),EMPL(3),LCST(4)

    0.823 0.812 1794.694

    1 GDP 2.017 7.100 0.004

    2 GOLD 0.587 4.810 0.056

    3 EMPL 0.300 0.824 0.412

    4 LCST -0.870 -0.59 0.106

    Table 3: Model 2 Results

    Variable R Square AdjustedR Square F T Sig

    ModelSummay

    GDP(1),GOLD(2),LCST(3)

    0.778 0.762 2261.663

    1 GDP 2.154 9.377 0.004

    2 GOLD 0.601 3.989 0.010

    3 LCST -0.074 -2.983 0.066

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    Table 4: Model 3 Results

    Variable R SquareAdjustedR Square

    F T Sig

    ModelSummary

    GDP(1),GOLD(2)

    0.674 0.659 3426.272

    1 GDP 2.402 9.377 0.000

    2 GOLD 0.601 4.518 0.010

    Table 5: Model 4 Results

    Variable R Square AdjustedR Square

    F T Sig

    1 GDP 0.628 0.790 17756.301 1.589 15.249 0.003

    Table 6: Comparison of Models

    ModelSignificant

    Coefficients

    (p

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    Figures

    Figure 1: Scatterplot of Australia's Employment Rate During 1987-2010

    Figure 2: Scatterplot of Australias Labour Cost during 1987-2010

    6000

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    Employment - '000

    Employment

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    Labour Cost $000

    FDIMA4

    MA8

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    Figure 3: Scatterplot of the Price of Gold in Australia During 1987-2010

    Figure 4: Scatterplot of the Australias GDP During 1987-2010

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    GDP $000

    GDP

    MA4MA8

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    Gold ($/Oz)

    Gold ($)

    MA4

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    2.00

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    Interest Rate (%)

    Interest Rate

    MA4

    MA8

    Figure 5: Scatterplot of Australias Exchange Rate During 1987-2010

    Figure 6: Scatterplot Australias Interest Rate During 1987-2010

    0.4500

    0.5500

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    Exchange Rate($)

    Exchange Rate ($)

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    Figure 7: Scatterplot of the Level of Education Spending in Australia During 1987-2010

    Figure 8: Scatterplot of Model 1's Regression Residuals Against Predicted Values

    -2000

    -1000

    0

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    Education Spending ($000)

    Education

    MA4

    MA8

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    Figure 9: Scatterplot of Model 2's Regression Residuals Against Predicted Values

    Figure 10: Scatterplot of Model 3's Regression Residuals Against Predicted Values

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    Figure 11: Scatterplot of Model 4's Regression Residuals Against Predicted Values

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    Appendices

    Appendix ATNCs Top 10 perspective host economies 2012-14

    Adapted from UNCTAD, world investment report 2012

    Appendix B Australia FDI since 1987

    Source: Reserve Bank of Australia (2012)

    0.0

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    Dec-2010

    FDI - Australia

    FDI

    MA4

    MA8

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    Appendix C Australia top 10 trading partners

    Appendix DAustralias Global Location in Relation to Other Major Economies

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    Appendix EAustralias Principal Exports

    Appendix F - Australian Population since 2003

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    Appendix G - Australia Gross GDP

    Adapted from: Trading Economics (2012)

    Appendix H Australias Balance of Payments

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    Appendix I Sample Data

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    Appendix J Research Strategy Model

    Model 1 - Multiple

    regression with four mostsignificant variables.Weakest variable getsdropped for Model 2.

    Model 2 - Multiple

    regression with three mostsignificant variables.Weakest variable getsdropped for Model 3.

    Model 3 - Multipleregression with two most

    significant variabes.Weakest variable gets

    rejected for model 4.

    Model 4 - Single mostsignificant variable

    Analyse models 1,2,3,4 toasses which model best

    determines FDI intoAustralia.

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    Appendix K Definitions of Variables

    Variable Definition

    Employment "Persons in employment comprise all persons above a specified age whoduring a specified brief period, either one week or one day, were in thefollowing categories: - paid employment and self employment." (OECD2002)

    Cost of Labour "For the purpose of labour cost statistics, labour cost is the cost incurred bythe employer in the employment of labour.

    Labour costs are based on the concept of labour as a cost to an employerrather than from the perspective of earnings to an employee. The concept

    of labour cost is broader than compensation of employees as it includesexpenditure on welfare services, recruitment and training and othermiscellaneous costs including work clothes and taxes on employment "

    (OECD 2002)

    Spot Price of Gold "A spot price in the selling price of a commodity (Gold, oil etc.) forimmediate value rather than forward delivery." (OECD 2001)

    Gross Domestic

    Product (GDP)

    "Gross domestic product is an aggregate measure of production equal to

    the sum of the gross values added of all resident institutional units engagedin production (plus any taxes, and minus any subsidies, on products notincluded in the value of their outputs). The sum of the final uses of goodsand services (all uses except intermediate consumption) measured inpurchasers' prices, less the value of imports of goods and services, or thesum of primary incomes distributed by resident producer units." (OECD2001)

    Exchange Rates "Exchange rates take account of price level differences between tradingpartners. Movements in real effective exchange rates provide an indicationof the evolution of a countrys aggregate external price competitiveness."

    (OECD 2001)

    Interest Rates orBank Rate

    "Interest is payment for the use of borrowed money. The discount interestrate is the rate at which central banks lend or discount eligible paper fordeposit money banks. Also known as the bank rate." (IMF 2000)

    Spending onEducation

    "Expenditure on goods and services consumed within the current period,which needs to be made recurrently to sustain the production of educationalservices. Minor expenditure on items of equipment, below a certain cost

    threshold, is also reported as current spending. " (OECD 2003)