<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.3 20210610//EN" "https://jats.nlm.nih.gov/publishing/1.3/JATS-journalpublishing1-3.dtd">
<article xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML" article-type="research-article" dtd-version="1.3" xml:lang="en">
<front>
<journal-meta>
  <journal-id journal-id-type="publisher-id">46</journal-id>
  <journal-id journal-id-type="short-title">gssr</journal-id>
  <journal-id journal-id-type="doi">10.31703/gssr</journal-id>
  <journal-title-group>
    <journal-title>Global Social Sciences Review</journal-title>
    <abbrev-journal-title abbrev-type="publisher">gssr</abbrev-journal-title>
  </journal-title-group>
  <issn publication-format="print">2520-0348</issn>
  <issn publication-format="electronic">2616-793X</issn>
  <self-uri xlink:href="https://gssrjournal.com"/>
  <publisher>
    <publisher-name>Humanity Publications</publisher-name>
    <publisher-loc>Pakistan</publisher-loc>
  </publisher>
</journal-meta>
<article-meta>
  <article-id pub-id-type="publisher-id">391083</article-id>
  <article-id pub-id-type="doi">10.31703/gssr.2021(VI-II).22</article-id>
  <article-id pub-id-type="other" specific-use="submission-id">1552</article-id>
  <article-version article-version-type="publisher">1.0</article-version>
  <article-categories>
    <subj-group subj-group-type="heading">
      <subject>article</subject>
    </subj-group>
  </article-categories>
  <title-group>
    <article-title xml:lang="en">Concessional Debt and Growth in Services Sector of Pakistan</article-title>
  </title-group>
<contrib-group>
  <contrib contrib-type="author" seq="1" corresp="yes">
    <name>
      <surname>Abdullah</surname>
      <given-names>Muhammad</given-names>
    </name>
    <role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role>
    <role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing – original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing – original draft</role>
    <xref ref-type="aff" rid="aff1"/>
    <xref ref-type="corresp" rid="cor1"/>
  </contrib>
  <contrib contrib-type="author" seq="2">
    <name>
      <surname>Shoukat</surname>
      <given-names>Ayza</given-names>
    </name>
    <role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing – review &amp; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing – review &amp; editing</role>
    <xref ref-type="aff" rid="aff2"/>
  </contrib>
  <contrib contrib-type="author" seq="3">
    <name>
      <surname>Gill</surname>
      <given-names>Atif Ali</given-names>
    </name>
    <role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing – review &amp; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing – review &amp; editing</role>
    <xref ref-type="aff" rid="aff3"/>
  </contrib>
  <aff id="aff1">
    <label>1</label>
    <institution-wrap>
      <institution>Department of Economics, University of Sahiwal, Sahiwal</institution>
    </institution-wrap>
    <named-content content-type="author-role">Assistant Professor</named-content>
    <addr-line>Punjab</addr-line>
    <country>Pakistan</country>
  </aff>
  <aff id="aff2">
    <label>2</label>
    <institution-wrap>
      <institution>Department of Economics, University of Sahiwal, Sahiwal</institution>
    </institution-wrap>
    <named-content content-type="author-role">Lecturer</named-content>
    <addr-line>Punjab</addr-line>
    <country>Pakistan</country>
  </aff>
  <aff id="aff3">
    <label>3</label>
    <institution-wrap>
      <institution>Department of Business Administration, University of Sahiwal, Sahiwal</institution>
    </institution-wrap>
    <named-content content-type="author-role">Lecturer</named-content>
    <addr-line>Punjab</addr-line>
    <country>Pakistan</country>
  </aff>
</contrib-group>
<author-notes>
  <corresp id="cor1">Corresponding Author: Muhammad Abdullah, Assistant Professor, Department of Economics, University of Sahiwal, Sahiwal, Punjab, Pakistan.</corresp>
<fn fn-type="COI-statement" id="fn-coi">
  <p>The authors declare that they have no conflicts of interest.</p>
</fn>
<fn fn-type="ethics-statement" id="fn-ethics">
  <p>This study did not require formal ethics approval.</p>
</fn>
<fn fn-type="data-availability-statement" id="fn-data">
  <p>Data sharing is not applicable to this article.</p>
</fn>
</author-notes>
<pub-date pub-type="epub" date-type="pub" publication-format="electronic">
  <day>30</day>
  <month>06</month>
  <year>2021</year>
</pub-date>
<pub-date pub-type="collection">
  <month>06</month>
  <year>2021</year>
</pub-date>
<pub-date date-type="pub" publication-format="print">
  <day>16</day>
  <month>02</month>
  <year>2022</year>
</pub-date>
  <volume>6</volume>
  <issue>2</issue>
  <season>Spring</season>
  <fpage>215</fpage>
  <lpage>223</lpage>
  <history>
    <date date-type="accepted">
      <day>16</day>
      <month>02</month>
      <year>2022</year>
    </date>
  </history>
<funding-group>
  <funding-statement>
<p>The authors received no specific funding for this work.</p>
  </funding-statement>
</funding-group>
<permissions>
  <copyright-year>2021</copyright-year>
  <copyright-holder>Humanity Publications</copyright-holder>
  <license license-type="open-access" xml:lang="en" xlink:href="https://creativecommons.org/licenses/by/4.0/">
    <license-p>This is an open access article distributed under the terms of the Creative Commons Attribution 4.0 International License.</license-p>
  </license>
</permissions>
<self-uri content-type="text/html" xlink:href="https://gssrjournal.com/article/concessional-debt-and-growth-in-services-sector-of-pakistan"/>
<self-uri content-type="pdf" xlink:href="https://gssrjournal.com/pdf/gssr/S7hULS44hd.pdf"/>
<supplementary-material id="suppl-pdf" content-type="pdf" xlink:href="https://gssrjournal.com/pdf/gssr/S7hULS44hd.pdf">
  <label>PDF</label>
  <caption>
    <title>Full Text PDF</title>
  </caption>
</supplementary-material>
  <abstract>
    <p>The current study aims to explore the relationship between concessional debt and the services sector growth of Pakistan. The annual time series data for the period 1972 to 2019 has been employed. To find out the stationarity and order of integration, the ADF testis utilized. For the long-run relationship, Johansen&apos;s co-integration methodology is employed. The empirical results of the study manifest that growth in the services sector is sensitive to concessional debt in the long run. All other explanatory variables also demonstrated a positive and significant effect on services sector growth. VECM method is applied for short-run analysis. The lag of concessional debt is also positive in the short run. A negative and statistically significant lag of error correction term (ECT-1) reasserts the long-run relationship between services sector growth and concessional debt along with other explanatory variables.</p>
  </abstract>
<kwd-group kwd-group-type="author-keywords">
  <kwd>Concessional Debt</kwd>
  <kwd>Services Sector</kwd>
  <kwd>Time Series</kwd>
  <kwd>Pakistan</kwd>
</kwd-group>
  <custom-meta-group>
    <custom-meta><meta-name>views</meta-name><meta-value>508</meta-value></custom-meta>
    <custom-meta><meta-name>downloads</meta-name><meta-value>0</meta-value></custom-meta>
    <custom-meta><meta-name>html-views</meta-name><meta-value>0</meta-value></custom-meta>
    <custom-meta><meta-name>google-scholar-citations</meta-name><meta-value>0</meta-value></custom-meta>
    <custom-meta><meta-name>crossref-citations</meta-name><meta-value>0</meta-value></custom-meta>
  </custom-meta-group>
</article-meta>
</front>
<body>
<sec id="sec-1">
  <title>Introduction</title>
<p>The services sector is one of the leading sectors across the nations of the modern era. The reason behind its immense contribution not only towards GDP but also brought about structural changes in traditional society. Growth trends in global economies have shown that the share of the services sector has risen considerably large over the years; 65.5 percent in global GDP, 70 percent in the GDPs of advanced countries, and 55 percent in the GDPs of transitional economies (WDI 2020). Besides, the growth rate of the services sector is persistently higher than the other major sectors; agriculture and industry. Economic theory also anticipates that the transition of an economy from a traditional society (i.e., agriculture-based) to modern society (i.e. industrialized and services-based) will result in a high-tech society with enhanced GDP per capita. In addition, the emergence of the services sector as an engine of growth is promoting investment, boosting public sector revenues, and elevating the process of employment creation (Rath &amp; Rajesh, 2006; Aggarwal, 2012 and Hassan &amp; Abdullah, 2015). In addition, a strong service sector also meliorates international trade by decreasing the cost of imports and opening the doors for new export markets (Visagie &amp; Turok, 2021).</p><p>The composition of the services sector is complex and gigantic. It includes many sectors, including distributive services, producer services, personal services, and social services, further divided into various sub-sectors (Ahmed &amp; Ahsan, 2014). The progression of economic societies in the world has also affected Pakistan. Pakistan’s economy is transforming from a traditional society to a transitional society by taking baby steps. Likewise, the share of the services sector has also improved from 40.9 percent in 1972 to 53.85 in 2019 (Pakistan Economic Survey, 2021 and WDI, 2020). In addition to the growth of the services sector, another key contributing factor in transforming the economy is the availability of funds to finance the public sector goods and services. The public sector can generate revenues either by taxes or by borrowing. In case of a revenue-expenditure gap, the government can reconsider taxation or debt financing. The economic cost of imposing new taxes or revising the existing rates would result in shrinking the real income along with inflation. Whereas, in the case of debt, debt obligations are predictable, and repayment can be devised accordingly. Besides, it offers adaptable options for corroborating and repayment choices. In addition, funds through borrowing help to finance mega public sector projects including many services (for example, ICTs, motorways, highways, powerplants, and seaports) (Savvides, 1992; Singh &amp; Faircloth, 2005; Sasidharan, 2015 and Shoukat et al., 2017). These public investments (infrastructure services) are the basics for a sound economic environment for growth (Shoukat &amp; Ahmad, 2016), and foreign borrowings remained a key contributor in these projects. Since the services sector in Pakistan is the fastest growing sector, our study aims to explore the relationship between the provision of concessional debt and the services sector growth in Pakistan.</p><p>The economic literature approves that the debt affects domestic investment significantly and positively up to a threshold level. Beyond the threshold level, this affects negatively. Cohen (1993) discussed that the effect of debt on investment could be similar to that of the &apos;Laffer Curve.&apos; If the unpaid debt grows beyond this limit, the unfavorable effects of the borrowings start as the debt repayment drops off. However, within this threshold level, the benefits of borrowings are enormous and can be equally observable through the Laffer curve between foreign debt and economic welfare (Clements et al., 2003). In addition, if the foreign borrowings are managed at favorable terms (i.e., concessional rates), then the outcomes can be rewarding. In the case of Pakistan, several foreign grants and funding have been provided to federal and provincial governments under different conditions. These foreign inflows can be categorized as program loans, grants, and loans for projects and others. Program loans a specified for fiscal support and are often associated with certain objectives. Projects-based fundings are provided by the IFIs and countries with friendly relations. These resources are utilized to acquire project-related investment (tools, equipment, and others). Other foreign borrowings are received from unconventional sources for fiscal substance and balance of payment improvement (Government of Pakistan (GOP), 2018).</p><p>Pakistan has collectively received 1,118,023.833 million rupees of loans and grants in 2019 from various sources. This amount is allocated to various projects under PSDP, projects outside PSDP, program loans, and loans for other categories. Besides, the mega CPEC project is also underway in Pakistan, comprised of 47 billion dollars investment initially (Shoukat et al., 2016) and is currently estimated as 62 billion dollars (McCartney, 2020). The foreign borrowing under CPEC is comprised of soft loans based on concessional terms. Foreign funding is a great way of increasing productivity and investment only if debt management is efficient. On the contrary, ill management of external resources would result in a &apos;debt overhang&apos;, and developing countries may tend to suffer from acute financial crises in the long run (Diamond &amp; He, 2014).</p><p>Considering the scenario, this study proposes to inquire about the effects of concessional debt and urbanization on the fastest-growing sector; the services sector in Pakistan. Literature has been presented in the second section; the third section deals with the theoretical background and model specification; the fourth section consists of the empirical findings of the study, and the last section concludes the study with necessary policy implications.</p>
</sec>
<sec id="sec-2">
  <title>Literature Review</title>
<p>The underdeveloped economies transmute towards achieving sustainable development by kicking start from a sectoral shift from agriculture to industrial and then services sector (Chenery &amp; Taylor,1968; Syrquin, 1988; Gallou &amp; Savona, 2009 and Buera &amp; Kaboski, 2012). The humongous growth in the services sector in the past two decades has cleared that developing economies can only catch up with the developed economies by promoting the services sector (Bryson &amp; Daniels, 1998; Park &amp; Shin, 2012; Mujahid &amp; Alam and Benešová et al., 2018). Besides, the role of fiscal policy in developing economies by choosing effective investment plans for inclusive public welfare is equally important. However, the capacity of the public sector in developing economies to execute these projects on internal financing is restricted. These projects can only be carried out through external financing; debt financing. Debt financing allows the public sector to extend the development projects without increasing the tax burden. Although debt can boost growth yet, there are certain challenges associated with it, like the problem of debt overhang and unstable financial conditions of the economy. Economic literature broadly discusses the debt with respect to economic growth.</p><p>Debt accumulation can offer favorable outcomes in both the long run and short run. Human and physical capital formation through public investment is considered inviolable sources of economic growth in the long run (Kraay, 2014 and Turan &amp; Yan?kkaya, 2021). Whereas in the short-run, episodic borrowings can prevent the transitional economies from the adverse effects of instability of macroeconomic indicators during a downturn. Besides, temporary borrowings for fiscal financing or tax relief can play the role of catalyst to boost economic control (Yared, 2019 and The World Bank, 2020). However, the effectiveness of these borrowings can only be estimated based on fiscal policy multipliers, tax multiplier, and government spending multiplier (Kraay, 2012; Auerbach &amp; Gorodnichenko, 2013 and Huidrom et al., 2016). External debt on concessional terms helps to establish a sound asst for the businesses; it protects against the defaulter private sector through risk aversion. Consequently, demand for risk-free asset grows and ultimately delivers financial relief to the sovereign economies (Kumhof &amp; Tanner, 2005 and Azzimonti &amp; Yared, 2019). Nwakoby &amp; Ezeaku (2021) examined the effects of concessional debt on West African Economies. The study employed panel data methodology and found a long-run relationship between concessional debt and economic growth. In addition, foreign inflows have significantly affected the living standards of the people of these economies. Further, the study suggested that developing economies must be provided with financial assistance on concessional terms. The recipient nations must also discourage undue borrowings and must allocate the finances towards development spendings only.</p><p>Several studies predicted a threshold level of external debt to boost economic growth. Smyth and Hsing (1995) conducted an empirical study to calculate the optimal level of public debt for stimulus growth. The study examined the economic growth patterns of the US economy in the early 80s. The analysis suggested that 38.4% of the debt to GDP ratio would be appropriate for persistent economic growth in the US economy. Whereas for some other countries like Jordon, the optimal level of debt to GDP ratio is 53 percent (Maghyereh, 2002). For Jamaica, Blavy (2006) found a direct relationship between debt and GDP growth in Jamaica. The study proposes a 21% debt to GDP ratio for economic prosperity. Chudik et al. (2017) empirically tested the effect of public debt and economic growth for a large data set including many developing and developed economies. The study was unable to calculate a universal threshold level of debt to GDP ratio, yet it suggests that government spending financed through debt are not inevitably adversely affects growth in the long run; efficient fiscal policy can spur the economic growth as well as can retain the debt burdens on sustainable levels.</p><p>Several studies found the adverse effects of external borrowings on economic growth and fixed capital stock. The primary toll of debt is interest payment, along with the principal amount turns the arguments against debt financing (Mendoza &amp; Oviedo, 2009). Higher servicing cost of public debt may exceed the advantage of borrowing like once the debt reaches to maturity level, the toll over refinancing can become a financial liability during the downturn of a business cycle and set off a fiscal crisis (Ardagna et al., 2007).  Obstfeld (2013) suggested that instead of only considering the interest rate on debt, one must compare the output growth rate with the rate of return on capital investment financed by debt. If the output growth rate is higher than the rate of interest on capital investment, then the debt could be easily serviced in the future as the output growth rate is continuously increasing and the debt burden is decreasing. But Mauro &amp; Zhou (2019) proposed that the comparison between the rate of interest and output growth must be considered for accretion of new debt and not the cumulative debt or the sustainability of the debt would be questionable. Besides, an increasing debt burden can shake the confidence of investors as if the debt is no more sustainable and can lead to a monetary crisis (Blanchard, 2019 and Rogoff, 2019). A critical review of the literature shows that the out of debt accumulation can vary from country to country. Besides, the impact of concessional debt on economic growth has been rarely discussed. In particular, not a single study is available for Pakistan addressing the consequences of concessional debt on the fastest-growing sector; the services sector. The current study intends to bridge this breach. Our study seeks the impact of concessional debt on services sector growth by considering the period 1972-2019 in Pakistan.</p>
</sec>
<sec id="sec-3">
  <title>Theoretical Background and Model Specification</title>
<p>Economic literature describes the growth trajectory with the significant role of investment.</p><p>Theoretically, investment not only plays the role of mediator but also contributes directly towards growth. But the dual gap theory postulates that domestic savings in underdeveloped economies are not enough to promote growth through investment. Weighing domestic savings, these countries need external support in the form of borrowings. Therefore, bridging the gap between low savings and investment in underdeveloped economies, external borrowing is the conventional way out (Hassan et al., 2015 and Nwakoby &amp; Ezeaku, 2021).  For empirical analysis of growth models, it is a common practice to use the standard growth model (The Solow Growth Model) in augmented form. Following the lines of Woo &amp; Kumar (2015), this study has augmented concessional debt (CONDETt) and urbanization (URBPOPt) as explanatory variables. Labor force participation rate (LFPRt) and gross fixed capital formation (GFCFt) are used as proxies of labor and capital, respectively. World Development Indicators (WDI-2020), an online database of the World Bank, is the source of data for all variables for the period of 1972 to 2019.</p><p>The following model in the mathematical form is used for empirical analysis.</p><p>(1)</p><p>The econometric equation for the augmented growth model is written as:</p><p>(2)</p><p>‘t’ represents that we are taking time-series data. SERVADt is our dependent variable. It represents the percentage growth in the services sector, and we have used the annual growth rate of value-added to GDP (from Services). CONDETt, is a measure of concessional debt and has been accounted for by taking a percentage of the annual total external debt of Pakistan. Other supporting variables are urban population, workforce, and investment by the public and private sectors. These variables are measured as the percentage of the urban population, workforce participation rate in percent, and gross fixed capital formation as a percentage of GDP, respectively.</p>
</sec>
<sec id="sec-4">
  <title>Results Discussion</title>
<p>To avoid the
problem of spurious regression, it is important to determine the stationarity
of the series. For this, the Augmented Dickey-Fuller test (ADF) is applied, and
the results of the unit root test have been presented in Table-1.</p> <p><bold><break/> </bold></p>  <table-wrap id="table1"><label>Table 1</label><caption><title>The Unit Root Test</title></caption><table><tbody><tr><td colspan="5"> <p><bold> ADF Test Statistics and Probabilities at
  Level</bold></p> </td></tr><tr><td> <p><bold>Names of
  Variables</bold></p> </td><td> <p><bold>Without Trend</bold></p> </td><td> <p><bold>Probability</bold></p> </td><td> <p><bold>Trend &amp;
  Intercept</bold></p> </td><td> <p><bold>Probability</bold></p> </td></tr><tr><td> <p>SERVAD<sub>t</sub></p> </td><td> <p>-2.8521</p> </td><td> <p>0.0612</p> </td><td> <p>-2.7817</p> </td><td> <p>0.2128</p> </td></tr><tr><td> <p>CONDET<sub>t</sub></p> </td><td> <p>-1.8740</p> </td><td> <p>0.3405</p> </td><td> <p>-2.3362</p> </td><td> <p>0.4053</p> </td></tr><tr><td> <p>URBPOP<sub>t</sub></p> </td><td> <p>-0.3121</p> </td><td> <p>0.9135</p> </td><td> <p>-1.0025</p> </td><td> <p>0.9317</p> </td></tr><tr><td> <p>GFCF<sub>t</sub></p> </td><td> <p>-2.911</p> </td><td> <p>0.0536</p> </td><td> <p>-2.9083</p> </td><td> <p>0.1716</p> </td></tr><tr><td> <p>LFPR<sub>t</sub></p> </td><td> <p>-2.5176</p> </td><td> <p>0.1184</p> </td><td> <p>-2.9491</p> </td><td> <p>0.1581</p> </td></tr><tr><td colspan="5"> <p><bold>ADF Test Statistics and
  Probabilities at First Difference</bold></p> </td></tr><tr><td> <p><bold>Names of
  Variables</bold></p> </td><td> <p><bold>Without Trend</bold></p> </td><td> <p><bold>Probability</bold></p> </td><td> <p><bold>Trend &amp;
  Intercept</bold></p> </td><td> <p><bold>Probability</bold></p> </td></tr><tr><td> <p>?SERVAD<sub>t</sub></p> </td><td> <p>-5.1454*</p> </td><td> <p>0.0001</p> </td><td> <p>-5.0760*</p> </td><td> <p>0.0010</p> </td></tr><tr><td valign="bottom"> <p>?CONDET<sub>t</sub></p> </td><td> <p>-4.7675*</p> </td><td> <p>0.0004</p> </td><td> <p>-4.7393*</p> </td><td> <p>0.0026</p> </td></tr><tr><td valign="bottom"> <p>?URBPOP<sub>t</sub></p> </td><td> <p>-3.7261*</p> </td><td> <p>0.0076</p> </td><td> <p>-3.6751**</p> </td><td> <p>0.0369</p> </td></tr><tr><td valign="bottom"> <p>?GFCF<sub>t</sub></p> </td><td> <p>-7.8105*</p> </td><td> <p>0.0000</p> </td><td> <p>-7.6711*</p> </td><td> <p>0.0000</p> </td></tr><tr><td valign="bottom"> <p>?LFPR<sub>t</sub></p> </td><td> <p>-5.1320*</p> </td><td> <p>0.0001</p> </td><td> <p>-5.0709*</p> </td><td> <p>0.0009</p> </td></tr><tr><td colspan="5"> <p><italic>Note: * denotes 1% and**denotes 5% level of
  significance </italic></p> </td></tr></tbody></table></table-wrap> <p><break/></p> <p>The results ADF
test support that every series contains a unit root. However, at the first
difference, they become stationary. It means, all series in our model are first
difference stationary or are integrated or order one I(1). Therefore, Johansen
co-integration seems to be appropriate for the determination of the long-run
relationship. The next step is to determine the optimal lag length. Different
criteria can be considered for optimal lag length determination for the VAR
process. Results of VAR are described in Table-2 below.</p> <p><bold><break/> </bold></p>  <table-wrap id="table2"><label>Table 2</label><caption><title>Selection of Lag Order</title></caption><table><tbody><tr><td> <p><bold>No. of Lags</bold></p> </td><td> <p><bold>Akaike (AIC)</bold></p> </td><td> <p><bold>Schwarz (SC)</bold></p> </td><td> <p><bold>Hannan-Quinn (HQ)</bold></p> </td></tr><tr><td> <p>0</p> </td><td> <p>18.8132</p> </td><td> <p>18.7869</p> </td><td> <p>18.7691</p> </td></tr><tr><td> <p>1</p> </td><td> <p>6.1344</p> </td><td> <p>7.4328</p> </td><td> <p>6.2318</p> </td></tr><tr><td> <p>2</p> </td><td> <p>2.8673*</p> </td><td> <p>4.9734*</p> </td><td> <p>3.7569*</p> </td></tr></tbody></table></table-wrap> <p><italic>*at 5% significance level  </italic></p>  <p><break/></p> <p>According to the
results conveyed in Table-2, all three criteria suggest two lags as optimal.
Results of Johansen co-integration technique for the long-run relationship are
displayed in Table-3 and Table-4.</p> <p><break/></p>  <table-wrap id="table3"><label>Table 3</label><caption><title>Trace Statistics</title></caption><table><tbody><tr><td valign="bottom"> <p><bold>H<sub>0</sub></bold></p> </td><td> <p><bold>Test Statistics (Trace)</bold></p> </td><td> <p><bold>Critical Values</bold></p> </td><td> <p><bold>Probability<sup></sup></bold></p> </td></tr><tr><td> <p>r = 0*</p> </td><td> <p>116.6734</p> </td><td> <p>69.8188</p> </td><td> <p>0.0000</p> </td></tr><tr><td> <p>r ? 1*</p> </td><td> <p>70.30291</p> </td><td> <p>47.8561</p> </td><td> <p>0.0001</p> </td></tr><tr><td> <p>r ? 2*</p> </td><td> <p>39.08921</p> </td><td> <p>29.7970</p> </td><td> <p>0.0032</p> </td></tr><tr><td> <p>r ? 3*</p> </td><td> <p>15.73824</p> </td><td> <p>15.4947</p> </td><td> <p>0.0460</p> </td></tr><tr><td> <p>r ? 4</p> </td><td> <p>1.695925</p> </td><td> <p>3.841466</p> </td><td> <p>0.1928</p> </td></tr></tbody></table></table-wrap> <p><italic>*rejecting the null hypothesis at 5% significance
level  </italic></p>  <table-wrap id="table4"><label>Table 4</label><caption><title>Maximum Eigen Values</title></caption><table><tbody><tr><td> <p><bold>H<sub>0</sub></bold></p> </td><td> <p><bold>Test Statistics (Max-Eigen)</bold></p> </td><td> <p><bold>Critical Value</bold></p> </td><td> <p><bold>Probability<sup></sup></bold></p> </td></tr><tr><td> <p>r = 0*</p> </td><td> <p>46.37049</p> </td><td> <p>33.87687</p> </td><td> <p>0.0010</p> </td></tr><tr><td> <p>r ? 1*</p> </td><td> <p>31.21370</p> </td><td> <p>27.58434</p> </td><td> <p>0.0163</p> </td></tr><tr><td> <p>r ? 2*</p> </td><td> <p>23.35097</p> </td><td> <p>21.13162</p> </td><td> <p>0.0240</p> </td></tr><tr><td> <p>r ? 3</p> </td><td> <p>14.04232</p> </td><td> <p>14.26460</p> </td><td> <p>0.0542</p> </td></tr><tr><td> <p>r ? 4</p> </td><td> <p>1.695925</p> </td><td> <p>3.841466</p> </td><td> <p>0.1928</p> </td></tr></tbody></table></table-wrap> <p><italic>*rejecting the null hypothesis at 5% significance
level  </italic></p>  <p><break/></p> <p>Empirical
results in Table-3 and Table-4 prove the existence of the long-run relationship
between concessional debt and the growth of the services sector. There are four
cointegrating vectors according to Trace statistics and three cointegrating
vectors according to Maximum Eigenvalue statistics. On the basis of
cointegration results, it is obvious that services sector growth is affected by
concessional debt. Coefficients of normalized vector, which are presented in
Table-5, also confirm the presence of long-run relationships. Results in
Table-5 show that all variables are statistically significant and contribute
towards the services sector growth in Pakistan.</p> <p><bold><break/> </bold></p>  <p><bold>Table 5. </bold>Long-run Coefficients
(Explained Variable: SERVADt)</p> <table-wrap id="table5"><label>Table 5</label><caption><title>Table 5</title></caption><table><thead><tr><th valign="top"> <p><bold>Names
   of Variables</bold></p> </th><th> <p><bold>Coefficients</bold></p> </th><th> <p><bold>SE</bold></p> </th><th> <p><bold>t-stat</bold></p> </th></tr></thead><tbody><tr><td> <p>CONDET<sub>t</sub></p> </td><td> <p>0.2708</p> </td><td> <p>0.0869</p> </td><td> <p>3.1162</p> </td></tr><tr><td> <p>URBPOP<sub>t</sub></p> </td><td> <p>3.8801</p> </td><td> <p>2.0123</p> </td><td> <p>1.9282</p> </td></tr><tr><td> <p>LFPR<sub>t</sub></p> </td><td> <p>4.9751</p> </td><td> <p>0.8430</p> </td><td> <p>5.9017</p> </td></tr><tr><td> <p>GFCF<sub>t</sub></p> </td><td> <p>1.3231</p> </td><td> <p>0.3709</p> </td><td> <p>3.5673</p> </td></tr></tbody></table></table-wrap>  <p><break/></p> <p>In order to
verify short-run dynamics, Vector Error Correction Mechanism (VECM) is
utilized. The short-run dynamics are presented in Table-6. The short-run
dynamics indicate that ta single lag of concessional debt is significant. In
the short run, the lags of all other variables are not statistically
significant. A negative and significant ECT <sub>t-1 </sub>term<sub> </sub>reasserts
the presence of the long-run relationships, whereas its coefficient
demonstrates the speed of convergence.</p> <p>Diagnostic tests
have been utilized to verify the accuracy of the short-run model. The results
of the diagnostic test are shown in Table-7. The results show that residuals
are normally distributed as Jarque-Bera statistics is 1.0938 with a probability
of 0.5787. The short-run model is also free from the issues of
heteroskedasticity and serial correlation.</p> <p><break/></p>  <table-wrap id="table6"><label>Table 6</label><caption><title>Short-Run Dynamics (Explained Variable: ?SERVADt)</title></caption><table><tbody><tr><td> <p><bold>Name of the Variable</bold></p> </td><td> <p><bold>Coefficient</bold></p> </td><td> <p><bold>t-stat</bold></p> </td></tr><tr><td> <p>Constant</p> </td><td> <p>-3.0268</p> </td><td> <p>-3.5707</p> </td></tr><tr><td valign="top"> <p>?SERVAD<sub>t-1</sub></p> </td><td> <p>-0.8932</p> </td><td> <p>-4.7135</p> </td></tr><tr><td> <p>?SERVAD<sub>t-2</sub></p> </td><td> <p>-0.1743</p> </td><td> <p>-1.3337</p> </td></tr><tr><td> <p>?CONDET<sub>t-1</sub></p> </td><td> <p>0.2842</p> </td><td> <p>3.4087</p> </td></tr><tr><td> <p>?CONDET<sub>t-2</sub></p> </td><td> <p>0.1378</p> </td><td> <p>1.0827</p> </td></tr><tr><td> <p>?URBPOP<sub>t-1</sub></p> </td><td> <p>-7.9831</p> </td><td> <p>-0.5799</p> </td></tr><tr><td> <p>?URBPOP<sub>t-2</sub></p> </td><td> <p>18.2165</p> </td><td> <p>1.2107</p> </td></tr><tr><td> <p>?LFPRPR<sub>t-1</sub></p> </td><td> <p>-7.1326</p> </td><td> <p>-0.3528</p> </td></tr><tr><td> <p>?LFPRPR<sub>t-2</sub></p> </td><td> <p>-2.7452</p> </td><td> <p>-0.1464</p> </td></tr><tr><td> <p>?GFCF<sub>t-1</sub></p> </td><td> <p>-0.1641</p> </td><td> <p>-1.0415</p> </td></tr><tr><td> <p>?GFCF<sub>t-2</sub></p> </td><td> <p>0.0199</p> </td><td> <p>0.1193</p> </td></tr><tr><td> <p>ECT(-1)</p> </td><td> <p>-0.8932</p> </td><td> <p>-4.7135</p> </td></tr><tr><td colspan="3"> <p><italic>R<sup>2</sup>=0.683 Adj. R<sup>2</sup>=0.562
  F-stat. =6.171 Prob. (F-stat) =0.0000 DW=1.86</italic></p> </td></tr></tbody></table></table-wrap>  <p><bold>Table
7. </bold>Diagnostic
Tests</p> <table-wrap id="table7"><label>Table 7</label><caption><title>Table 7</title></caption><table><tbody><tr><td colspan="2"> <p><bold>Test</bold></p> </td><td> <p><bold>F-statistics</bold></p> </td><td> <p><bold>Probability</bold></p> </td></tr><tr><td> <p>Normality</p> </td><td valign="top"> <p>Jarque-Bera test</p> </td><td> <p>1.0938</p> </td><td> <p>0.5787</p> </td></tr><tr><td> <p>Heteroskedasticity</p> </td><td valign="top"> <p>Breusch-Pagan-Godfrey
  test</p> </td><td> <p>0.6276</p> </td><td> <p>0.7856</p> </td></tr><tr><td> <p>Serial Correlation</p> </td><td valign="top"> <p>Brush-Godfrey LM Test</p> </td><td> <p>0.2412</p> </td><td> <p>0.7984</p> </td></tr></tbody></table></table-wrap>
</sec>
<sec id="sec-5">
  <title>Conclusion and Policy Recommendations</title>
<p>In 2020, the service sector contributed 52.79 percent value addition in the GDP of Pakistan, which is still below the world average of 55.5 percent (WDI-2020) based on 144 countries. Many factors are important for the growth of this sector, including adequate investment through external financing. This study aims to investigate the effect of concessional debt on the services sector growth in Pakistan. Annual time series data has been taken into account for the period 1972 to 2019. The study employed the ADF test to check the existence of unit root in the series. The test results indicate that all of our series are integrated of order one. As the order of integration of all series is the same, we further applied Johansen&apos;s co-integration methodology for long-run results. The empirical results of the study manifest a positive as well as significant relationship between concessional debt and growth in the services sector of Pakistan. All other explanatory variables also demonstrated a positive and significant effect on services sector growth. VECM method is applied for short-run analysis. The lag of concessional debt is also positive in the short run. A negative and statistically significant lag of error correction term (ECT-1) confirms the long-run relationship between services sector growth and concessional debt along with other explanatory variables. Government should arrange domestic and foreign debt under soft conditions for the development of the services sector by providing necessary social and physical infrastructure. In addition, external borrowings must be directed towards the specified projects, especially infrastructure, as it acts as fixed capital in the economy. In this regard, political-economic practices based on self-interests must be discouraged. Besides, constituting debt management policies and replacing external financing with human capital formation should be the priority of the public sector.</p>
</sec>
</body>
<back>
<fn-group content-type="conflict-of-interest">
  <title>Conflict of Interest</title>
  <fn fn-type="conflict">
<p>The authors declare that they have no conflicts of interest.</p>
  </fn>
</fn-group>
<fn-group content-type="ethics-statement">
  <title>Ethics Statement</title>
  <fn fn-type="ethics">
<p>This study did not require formal ethics approval.</p>
  </fn>
</fn-group>
<fn-group content-type="data-availability">
  <title>Data Availability</title>
  <fn fn-type="data-availability-statement">
<p>Data sharing is not applicable to this article.</p>
  </fn>
</fn-group>
<app-group>
  <app id="app-suppl">
    <title>Supplementary Materials</title>
<supplementary-material id="suppl-pdf" content-type="pdf" xlink:href="https://gssrjournal.com/pdf/gssr/S7hULS44hd.pdf">
  <label>PDF</label>
  <caption>
    <title>Full Text PDF</title>
  </caption>
</supplementary-material>
  </app>
</app-group>
<ref-list>
  <title>References</title>
<ref id="Aggarwal">
  <label>1</label>
  <mixed-citation publication-type="journal">
    <person-group person-group-type="author">Aggarwal, A</person-group>
    <year>2012</year>
    <source>India&apos;s Services Sector: Gateway to Development? Economic and Political Weekly</source>
    <page-range>olitical</page-range>
    Aggarwal, A. (2012). India&apos;s Services Sector: Gateway to Development? Economic and Political Weekly, 47(26/27)119-123
  </mixed-citation>
</ref>
<ref id="Ahmed">
  <label>2</label>
  <mixed-citation publication-type="journal">
    <person-group person-group-type="author">Ahmed, A., &amp; Ahsan, H</person-group>
    <year>2014</year>
    <article-title>. Contribution of the services sector in the economy of Pakistan</article-title>
    <source>Research Journal of Social Sciences</source>
    <volume>3</volume>
    <issue>1</issue>
    <fpage>79</fpage>
    <lpage>92</lpage>
    Ahmed, A., &amp; Ahsan, H. (2014). Contribution of the services sector in the economy of Pakistan. Research Journal of Social Sciences, 3(1), 79-92
  </mixed-citation>
</ref>
<ref id="Ardagna">
  <label>3</label>
  <mixed-citation publication-type="journal">
    <person-group person-group-type="author">Ardagna, S., Caselli, F., &amp; Lane, T</person-group>
    <year>2007</year>
    <article-title>. Fiscal discipline and the cost of public debt service: some estimates for OECD countries</article-title>
    <source>The BE Journal of Macroeconomics</source>
    <volume>7</volume>
    <issue>1</issue>
    <fpage>1</fpage>
    <lpage>28</lpage>
    Ardagna, S., Caselli, F., &amp; Lane, T. (2007). Fiscal discipline and the cost of public debt service: some estimates for OECD countries. The BE Journal of Macroeconomics, 7(1), 1-28.
  </mixed-citation>
</ref>
<ref id="Auerbach">
  <label>4</label>
  <mixed-citation publication-type="journal">
    <person-group person-group-type="author">Auerbach, A. J., &amp; Gorodnichenko, Y</person-group>
    <year>2013</year>
    <article-title>. Corrigendum: measuring the output responses to fiscal policy</article-title>
    <source>American Economic Journal: Economic Policy</source>
    <volume>5</volume>
    <issue>3</issue>
    <fpage>320</fpage>
    <lpage>22</lpage>
    Auerbach, A. J., &amp; Gorodnichenko, Y. (2013). Corrigendum: measuring the output responses to fiscal policy. American Economic Journal: Economic Policy, 5(3), 320-22.
  </mixed-citation>
</ref>
<ref id="Azzimonti">
  <label>5</label>
  <mixed-citation publication-type="journal">
    <person-group person-group-type="author">Azzimonti, M., &amp; Yared, P</person-group>
    <year>2019</year>
    <article-title>. The optimal public and private provision of safe assets</article-title>
    <source>Journal of Monetary Economics</source>
    <volume>102</volume>
    <issue>1</issue>
    <fpage>126</fpage>
    <lpage>144</lpage>
    Azzimonti, M., &amp; Yared, P. (2019). The optimal public and private provision of safe assets. Journal of Monetary Economics, 102(1), 126-144.
  </mixed-citation>
</ref>
<ref id="Bene">
  <label>6</label>
  <mixed-citation publication-type="journal">
    <person-group person-group-type="author">BeneÅ¡ovÃ¡, D., KubiÄkovÃ¡, V., MichÃ¡lkovÃ¡, A., &amp; KroÅ¡lÃ¡kovÃ¡, M</person-group>
    <year>2018</year>
    <article-title>. Innovation activities of gazelles in business services as a factor of sustainable growth in the Slovak Republic</article-title>
    <source>Entrepreneurship and Sustainability Issues</source>
    <volume>5</volume>
    <issue>3</issue>
    <fpage>452</fpage>
    <lpage>466</lpage>
    BeneÅ¡ovÃ¡, D., KubiÄkovÃ¡, V., MichÃ¡lkovÃ¡, A., &amp; KroÅ¡lÃ¡kovÃ¡, M. (2018). Innovation activities of gazelles in business services as a factor of sustainable growth in the Slovak Republic. Entrepreneurship and Sustainability Issues, 5(3), 452-466.
  </mixed-citation>
</ref>
<ref id="Blanchard">
  <label>7</label>
  <mixed-citation publication-type="journal">
    <person-group person-group-type="author">Blanchard, O. J</person-group>
    <year>2019</year>
    <article-title>. Public debt: Fiscal and welfare costs in a time of low-interest rates (No</article-title>
    <source>PB19-2)</source>
    <page-range>ublic</page-range>
    Blanchard, O. J. (2019). Public debt: Fiscal and welfare costs in a time of low-interest rates (No. PB19-2)
  </mixed-citation>
</ref>
<ref id="Blavy">
  <label>8</label>
  <mixed-citation publication-type="journal">
    <person-group person-group-type="author">Blavy, R</person-group>
    <year>2006</year>
    <article-title>. Public Debt and Productivity: The Difficult Quest for Growth in Jamaica</article-title>
    <source>IMF Working Paper, No. 06/235: Washington, D.C., United States</source>
    <page-range>ublic</page-range>
    Blavy, R., (2006). Public Debt and Productivity: The Difficult Quest for Growth in Jamaica. IMF Working Paper, No. 06/235: Washington, D.C., United States
  </mixed-citation>
</ref>
<ref id="Brown">
  <label>9</label>
  <mixed-citation publication-type="journal">
    <person-group person-group-type="author">Brown, G., &amp; Summers, L. H</person-group>
    <year>2020</year>
    <article-title>. Debt relief is the most effective pandemic aid</article-title>
    <source>Project Syndicate</source>
    <page-range>andemic</page-range>
    Brown, G., &amp; Summers, L. H. (2020). Debt relief is the most effective pandemic aid. Project Syndicate, 15
  </mixed-citation>
</ref>
<ref id="Bryson">
  <label>10</label>
  <mixed-citation publication-type="journal">
    <person-group person-group-type="author">Bryson, J. R., &amp; Daniels, P. W</person-group>
    <year>1998</year>
    <source>Service Industries in the Global Economy</source>
    <page-range>W</page-range>
    Bryson, J. R., &amp; Daniels, P. W. (1998). Service Industries in the Global Economy, 1, Edward Elgar Publishing Ltd: U.K.
    <ext-link ext-link-type="uri" xlink:href="http://www.e-elgar.com/shop/isbn/9781858987187">http://www.e-elgar.com/shop/isbn/9781858987187</ext-link>
  </mixed-citation>
</ref>
<ref id="Buera">
  <label>11</label>
  <mixed-citation publication-type="journal">
    <person-group person-group-type="author">Buera, F. J., &amp; Kaboski, J. P</person-group>
    <year>2012</year>
    <article-title>. The rise of the service economy</article-title>
    <source>American Economic Review</source>
    <volume>102</volume>
    <issue>6</issue>
    <fpage>2540</fpage>
    <lpage>69</lpage>
    Buera, F. J., &amp; Kaboski, J. P. (2012). The rise of the service economy. American Economic Review, 102(6), 2540-69.
  </mixed-citation>
</ref>
<ref id="Chenery">
  <label>12</label>
  <mixed-citation publication-type="journal">
    <person-group person-group-type="author">Chenery, H. B., &amp; Taylor, L</person-group>
    <year>1968</year>
    <article-title>. Development patterns: among countries and over time</article-title>
    <source>The Review of Economics and Statistics</source>
    <volume>50</volume>
    <issue>4</issue>
    <fpage>391</fpage>
    <lpage>416</lpage>
    Chenery, H. B., &amp; Taylor, L. (1968). Development patterns: among countries and over time. The Review of Economics and Statistics, 50(4), 391-416.
  </mixed-citation>
</ref>
<ref id="Chudik">
  <label>13</label>
  <mixed-citation publication-type="journal">
    <person-group person-group-type="author">Chudik, A., Mohaddes, K., Pesaran, M. H., &amp; Raissi, M</person-group>
    <year>2017</year>
    <source>Is there a debt-threshold effect on output growth? Review of Economics and Statistics</source>
    <volume>99</volume>
    <issue>1</issue>
    <fpage>135</fpage>
    <lpage>150</lpage>
    Chudik, A., Mohaddes, K., Pesaran, M. H., &amp; Raissi, M. (2017). Is there a debt-threshold effect on output growth? Review of Economics and Statistics, 99(1), 135-150
  </mixed-citation>
</ref>
<ref id="Clements">
  <label>14</label>
  <mixed-citation publication-type="journal">
    <person-group person-group-type="author">Clements, B., Bhattacharya, R., &amp; Nguyen, T. Q</person-group>
    <year>2003</year>
    <article-title>. External debt, public investment, and growth in low-income countries</article-title>
    <source>(No. 2003/249). International Monetary Fund</source>
    <page-range>ublic</page-range>
    Clements, B., Bhattacharya, R., &amp; Nguyen, T. Q. (2003). External debt, public investment, and growth in low-income countries. (No. 2003/249). International Monetary Fund.
  </mixed-citation>
</ref>
<ref id="Cohen">
  <label>15</label>
  <mixed-citation publication-type="journal">
    <person-group person-group-type="author">Cohen, D</person-group>
    <year>1993</year>
    <article-title>. Growth and external debt</article-title>
    <source>CEPR Discussion Papers, (778)</source>
    <page-range>apers</page-range>
    Cohen, D. (1993). Growth and external debt. CEPR Discussion Papers, (778).
  </mixed-citation>
</ref>
<ref id="Diamond">
  <label>16</label>
  <mixed-citation publication-type="journal">
    <person-group person-group-type="author">Diamond, D. W., &amp; He, Z</person-group>
    <year>2014</year>
    <article-title>. A theory of debt maturity: the long and short of debt overhang</article-title>
    <source>The Journal of Finance</source>
    <volume>69</volume>
    <issue>2</issue>
    <fpage>719</fpage>
    <lpage>762</lpage>
    Diamond, D. W., &amp; He, Z. (2014). A theory of debt maturity: the long and short of debt overhang. The Journal of Finance, 69(2), 719-762.
  </mixed-citation>
</ref>
<ref id="Gallouj">
  <label>17</label>
  <mixed-citation publication-type="journal">
    <person-group person-group-type="author">Gallouj, F., &amp; Savona, M</person-group>
    <year>2009</year>
    <article-title>. Innovation in services: a review of the debate and a research agenda</article-title>
    <source>Journal of Evolutionary Economics</source>
    <volume>19</volume>
    <issue>2</issue>
    <fpage>149</fpage>
    <lpage>172</lpage>
    Gallouj, F., &amp; Savona, M. (2009). Innovation in services: a review of the debate and a research agenda. Journal of Evolutionary Economics, 19(2), 149-172.
  </mixed-citation>
</ref>
<ref id="Government">
  <label>18</label>
  <mixed-citation publication-type="journal">
    <person-group person-group-type="author">Government of Pakistan</person-group>
    <year>2021</year>
    <article-title>. Pakistan Economic Survey 2020-21</article-title>
    <source>Islamabad, Pakistan: Finance Division, Government of Pakistan</source>
    <page-range>akistan</page-range>
    Government of Pakistan. (2021). Pakistan Economic Survey 2020-21. Islamabad, Pakistan: Finance Division, Government of Pakistan.
  </mixed-citation>
</ref>
<ref id="Hassan">
  <label>19</label>
  <mixed-citation publication-type="journal">
    <person-group person-group-type="author">Hassan, K., &amp; Abdullah, A</person-group>
    <year>2015</year>
    <article-title>. Effect of oil revenue and the Sudan economy: Econometric model for services sector GDP</article-title>
    <source>Procedia-Social and Behavioral Sciences</source>
    <volume>172</volume>
    <fpage>223</fpage>
    <lpage>229</lpage>
    Hassan, K., &amp; Abdullah, A. (2015). Effect of oil revenue and the Sudan economy: Econometric model for services sector GDP. Procedia-Social and Behavioral Sciences, 172, 223-229.
  </mixed-citation>
</ref>
<ref id="Huidrom">
  <label>21</label>
  <mixed-citation publication-type="journal">
    <person-group person-group-type="author">Huidrom, R., Kose, M. A., &amp; Ohnsorge, F</person-group>
    <year>2016</year>
    <article-title>. A ride in rough waters</article-title>
    <source>International Monetary Fund Finance &amp; Development</source>
    <volume>53</volume>
    <issue>3</issue>
    <fpage>34</fpage>
    <lpage>37</lpage>
    Huidrom, R., Kose, M. A., &amp; Ohnsorge, F. (2016). A ride in rough waters. International Monetary Fund Finance &amp; Development, 53(3), 34-37.
  </mixed-citation>
</ref>
<ref id="Kraay">
  <label>22</label>
  <mixed-citation publication-type="journal">
    <person-group person-group-type="author">Kraay, A</person-group>
    <year>2012</year>
    <article-title>. How large is the government spending multiplier? Evidence from World Bank lending</article-title>
    <source>The Quarterly Journal of Economics</source>
    <volume>127</volume>
    <issue>2</issue>
    <fpage>829</fpage>
    <lpage>887</lpage>
    Kraay, A. (2012). How large is the government spending multiplier? Evidence from World Bank lending. The Quarterly Journal of Economics, 127(2), 829-887.
  </mixed-citation>
</ref>
<ref id="Kumhof">
  <label>24</label>
  <mixed-citation publication-type="journal">
    <person-group person-group-type="author">Kumhof, M., &amp; Tanner, E</person-group>
    <year>2005</year>
    <article-title>. Government Debt</article-title>
    <source>Government Debt</source>
    <volume>2005</volume>
    <issue>57</issue>
    <fpage>1</fpage>
    <lpage>29</lpage>
    Kumhof, M., &amp; Tanner, E. (2005). Government Debt. Government Debt, 2005(57), 1-29
  </mixed-citation>
</ref>
<ref id="Law">
  <label>25</label>
  <mixed-citation publication-type="journal">
    <person-group person-group-type="author">Law, S. H., Ng, C. H., Kutan, A. M., &amp; Law, Z. K</person-group>
    <year>2021</year>
    <article-title>. Public debt and economic growth in developing countries: Nonlinearity and threshold analysis</article-title>
    <source>Economic Modelling</source>
    <volume>98</volume>
    <issue>2</issue>
    <fpage>26</fpage>
    <lpage>40</lpage>
    Law, S. H., Ng, C. H., Kutan, A. M., &amp; Law, Z. K. (2021). Public debt and economic growth in developing countries: Nonlinearity and threshold analysis. Economic Modelling, 98(2), 26-40.
  </mixed-citation>
</ref>
<ref id="Mauro">
  <label>26</label>
  <mixed-citation publication-type="journal">
    <person-group person-group-type="author">Mauro, P., &amp; Zhou, J</person-group>
    <year>2021</year>
    <source>rg</source>
    Mauro, P., &amp; Zhou, J. (2021). rg
  </mixed-citation>
</ref>
<ref id="McCartney">
  <label>27</label>
  <mixed-citation publication-type="journal">
    <person-group person-group-type="author">McCartney, M</person-group>
    <year>2020</year>
    <article-title>. The China-Pakistan Economic Corridor (CPEC): Infrastructure, Social Savings, Spillovers, and Economic Growth in Pakistan</article-title>
    <source>Eurasian Geography and Economics, 1-32</source>
    <page-range>akistan</page-range>
    McCartney, M. (2020). The China-Pakistan Economic Corridor (CPEC): Infrastructure, Social Savings, Spillovers, and Economic Growth in Pakistan. Eurasian Geography and Economics, 1-32.
  </mixed-citation>
</ref>
<ref id="Mendoza">
  <label>28</label>
  <mixed-citation publication-type="journal">
    <person-group person-group-type="author">Mendoza, E. G., &amp; Oviedo, P. M</person-group>
    <year>2009</year>
    <article-title>. Public debt, fiscal solvency and macroeconomic uncertainty in Latin America: the cases of Brazil, Colombia, Costa Rica and Mexico</article-title>
    <source>EconomÃ­a mexicana. Nueva Ã©poca</source>
    <volume>18</volume>
    <issue>2</issue>
    <fpage>133</fpage>
    <lpage>173</lpage>
    Mendoza, E. G., &amp; Oviedo, P. M. (2009). Public debt, fiscal solvency and macroeconomic uncertainty in Latin America: the cases of Brazil, Colombia, Costa Rica and Mexico. EconomÃ­a mexicana. Nueva Ã©poca, 18(2), 133-173
  </mixed-citation>
</ref>
<ref id="Mujahid">
  <label>29</label>
  <mixed-citation publication-type="journal">
    <person-group person-group-type="author">Mujahid, H., &amp; Alam, S</person-group>
    <year>2014</year>
    <article-title>. Service sector as an engine of growth: Empirical analysis of Pakistan</article-title>
    <source>Asian Economic and Financial Review</source>
    <volume>4</volume>
    <issue>3</issue>
    <fpage>377</fpage>
    Mujahid, H., &amp; Alam, S. (2014). Service sector as an engine of growth: Empirical analysis of Pakistan. Asian Economic and Financial Review, 4(3), 377.
  </mixed-citation>
</ref>
<ref id="Nwakoby">
  <label>30</label>
  <mixed-citation publication-type="journal">
    <person-group person-group-type="author">Nwakoby, I. C., &amp; Ezeaku, H. C</person-group>
    <year>2021</year>
    <article-title>. Effects of concessional debt on economic development: a multilateral and bilateral perspective on the West African monetary zone</article-title>
    <source>European Journal of Economic and Financial Research</source>
    <volume>5</volume>
    <issue>2</issue>
    <fpage>38</fpage>
    <lpage>55</lpage>
    Nwakoby, I. C., &amp; Ezeaku, H. C. (2021). Effects of concessional debt on economic development: a multilateral and bilateral perspective on the West African monetary zone. European Journal of Economic and Financial Research, 5(2), 38-55.
  </mixed-citation>
</ref>
<ref id="Obstfeld">
  <label>31</label>
  <mixed-citation publication-type="journal">
    <person-group person-group-type="author">Obstfeld, M</person-group>
    <year>2013</year>
    <source>Finance at center stage: Some lessons of the euro crisis</source>
    Obstfeld, M. (2013). Finance at center stage: Some lessons of the euro crisis
  </mixed-citation>
</ref>
<ref id="Park">
  <label>32</label>
  <mixed-citation publication-type="journal">
    <person-group person-group-type="author">Park, D., &amp; Shin, K</person-group>
    <year>2012</year>
    <article-title>. The service sector in Asia: is it an engine of growth?</article-title>
    <source>Asian Development Bank Economics Working Paper Series, (322)</source>
    <page-range>ark</page-range>
    Park, D., &amp; Shin, K. (2012). The service sector in Asia: is it an engine of growth?. Asian Development Bank Economics Working Paper Series, (322)
  </mixed-citation>
</ref>
<ref id="Pesaran">
  <label>33</label>
  <mixed-citation publication-type="journal">
    <person-group person-group-type="author">Pesaran, M. H., &amp; Pesaran, B</person-group>
    <year>1997</year>
    <article-title>. Working with microfit 4.0</article-title>
    <source>Camfil Data Ltd, Cambridge</source>
    <page-range>esaran</page-range>
    Pesaran, M. H., &amp; Pesaran, B. (1997). Working with microfit 4.0. Camfil Data Ltd, Cambridge.
  </mixed-citation>
</ref>
<ref id="Rath">
  <label>34</label>
  <mixed-citation publication-type="journal">
    <person-group person-group-type="author">Rath, D. P., &amp; Rajesh, R</person-group>
    <year>2006</year>
    <article-title>. Analytics and implications of services sector growth in Indian economy</article-title>
    <source>The Journal of Income and Wealth</source>
    <volume>28</volume>
    <issue>1</issue>
    <fpage>47</fpage>
    <lpage>62</lpage>
    Rath, D. P., &amp; Rajesh, R. (2006). Analytics and implications of services sector growth in Indian economy. The Journal of Income and Wealth, 28(1), 47-62.
  </mixed-citation>
</ref>
<ref id="Rogoff">
  <label>35</label>
  <mixed-citation publication-type="journal">
    <person-group person-group-type="author">Rogoff, K</person-group>
    <year>2020</year>
    <article-title>. Falling real interest rates, rising debt: A free lunch?</article-title>
    <source>Journal of Policy Modeling</source>
    <volume>42</volume>
    <issue>4</issue>
    <fpage>778</fpage>
    <lpage>790</lpage>
    Rogoff, K. (2020). Falling real interest rates, rising debt: A free lunch?. Journal of Policy Modeling, 42(4), 778-790.
  </mixed-citation>
</ref>
<ref id="Sasidharan">
  <label>36</label>
  <mixed-citation publication-type="journal">
    <person-group person-group-type="author">Sasidharan, S., Lukose, P. J., &amp; Komera, S</person-group>
    <year>2015</year>
    <article-title>. Financing constraints and investments in R&amp;D: Evidence from Indian manufacturing firms</article-title>
    <source>The Quarterly Review of Economics and Finance</source>
    <volume>55</volume>
    <issue>1</issue>
    <fpage>28</fpage>
    <lpage>39</lpage>
    Sasidharan, S., Lukose, P. J., &amp; Komera, S. (2015). Financing constraints and investments in R&amp;D: Evidence from Indian manufacturing firms. The Quarterly Review of Economics and Finance, 55(1), 28-39.
  </mixed-citation>
</ref>
<ref id="Savvides">
  <label>37</label>
  <mixed-citation publication-type="journal">
    <person-group person-group-type="author">Savvides, A</person-group>
    <year>1992</year>
    <article-title>. Investment slowdown in developing countries during the 1980s: Debt overhang or foreign capital inflows?</article-title>
    <source>Kyklos</source>
    Savvides, A. (1992). Investment slowdown in developing countries during the 1980s: Debt overhang or foreign capital inflows?. Kyklos.
  </mixed-citation>
</ref>
<ref id="Shoukat">
  <label>38</label>
  <mixed-citation publication-type="journal">
    <person-group person-group-type="author">Shoukat, A., &amp; Ahmad, K</person-group>
    <year>2017</year>
    <article-title>. Impact of Physical Infrastructure on Economic Growth: Implications for Public Policy</article-title>
    <source>Governance and Management Review</source>
    <volume>1</volume>
    <issue>1</issue>
    <fpage>28</fpage>
    <lpage>42</lpage>
    Shoukat, A., &amp; Ahmad, K. (2017). Impact of Physical Infrastructure on Economic Growth: Implications for Public Policy. Governance and Management Review, 1(1), 28-42
  </mixed-citation>
</ref>
<ref id="Siddique">
  <label>41</label>
  <mixed-citation publication-type="journal">
    <person-group person-group-type="author">Siddique, H. M. A., Ullah, K., &amp; Haq, I. U</person-group>
    <year>2017</year>
    <article-title>. External debt and economic growth Nexus in Pakistan</article-title>
    <source>International Journal of Economics and Empirical Research</source>
    <volume>5</volume>
    <issue>2</issue>
    <fpage>73</fpage>
    <lpage>77</lpage>
    Siddique, H. M. A., Ullah, K., &amp; Haq, I. U. (2017). External debt and economic growth Nexus in Pakistan. International Journal of Economics and Empirical Research, 5(2), 73-77.
  </mixed-citation>
</ref>
<ref id="Singh">
  <label>42</label>
  <mixed-citation publication-type="journal">
    <person-group person-group-type="author">Singh, M., &amp; Faircloth, S</person-group>
    <year>2005</year>
    <article-title>. The impact of corporate debt on long term investment and firm performance</article-title>
    <source>Applied Economics</source>
    <volume>37</volume>
    <issue>8</issue>
    <fpage>875</fpage>
    <lpage>883</lpage>
    Singh, M., &amp; Faircloth, S. (2005). The impact of corporate debt on long term investment and firm performance. Applied Economics, 37(8), 875-883
  </mixed-citation>
</ref>
<ref id="Smyth">
  <label>43</label>
  <mixed-citation publication-type="journal">
    <person-group person-group-type="author">Smyth, D., Hsing, Y</person-group>
    <year>1995</year>
    <source>In search of an Optimal Debt Ratio for Economic Growth, Contemporary Economic Policy</source>
    <volume>13</volume>
    <issue>4</issue>
    <fpage>51</fpage>
    Smyth, D., Hsing, Y., (1995). In search of an Optimal Debt Ratio for Economic Growth, Contemporary Economic Policy, 13(4), 51- 59.
  </mixed-citation>
</ref>
<ref id="Syrquin">
  <label>44</label>
  <mixed-citation publication-type="journal">
    <person-group person-group-type="author">Syrquin, M</person-group>
    <year>1988</year>
    <article-title>. Patterns of structural change</article-title>
    <source>Handbook of development economics</source>
    <volume>1</volume>
    <fpage>203</fpage>
    <lpage>273</lpage>
    Syrquin, M. (1988). Patterns of structural change. Handbook of development economics, 1, 203-273.
  </mixed-citation>
</ref>
<ref id="Turan">
  <label>45</label>
  <mixed-citation publication-type="journal">
    <person-group person-group-type="author">Turan, T., &amp; YanÄ±kkaya, H</person-group>
    <year>2021</year>
    <article-title>. External debt, growth and investment for developing countries: some evidence for the debt overhang hypothesis</article-title>
    <source>Portuguese Economic Journal</source>
    <volume>20</volume>
    <issue>3</issue>
    <fpage>319</fpage>
    <lpage>341</lpage>
    Turan, T., &amp; YanÄ±kkaya, H. (2021). External debt, growth and investment for developing countries: some evidence for the debt overhang hypothesis. Portuguese Economic Journal, 20(3), 319-341.
  </mixed-citation>
</ref>
<ref id="Visagie">
  <label>46</label>
  <mixed-citation publication-type="journal">
    <person-group person-group-type="author">Visagie, J., &amp; Turok, I</person-group>
    <year>2021</year>
    <article-title>. The contribution of services to international trade in Southern Africa</article-title>
    <source>Development Southern Africa</source>
    <volume>38</volume>
    <issue>1</issue>
    <fpage>21</fpage>
    <lpage>38</lpage>
    Visagie, J., &amp; Turok, I. (2021). The contribution of services to international trade in Southern Africa. Development Southern Africa, 38(1), 21-38.
  </mixed-citation>
</ref>
<ref id="Woo">
  <label>47</label>
  <mixed-citation publication-type="journal">
    <person-group person-group-type="author">Woo, J., &amp; Kumar, M. S</person-group>
    <year>2015</year>
    <article-title>. Public debt and growth</article-title>
    <source>Economica</source>
    <volume>82</volume>
    <issue>328</issue>
    <fpage>705</fpage>
    <lpage>739</lpage>
    Woo, J., &amp; Kumar, M. S. (2015). Public debt and growth. Economica, 82(328), 705-739.
  </mixed-citation>
</ref>
<ref id="Yared">
  <label>48</label>
  <mixed-citation publication-type="journal">
    <person-group person-group-type="author">Yared, P</person-group>
    <year>2019</year>
    <article-title>. Rising government debt: Causes and solutions for a decades-old trend</article-title>
    <source>Journal of Economic Perspectives</source>
    <volume>33</volume>
    <issue>2</issue>
    <fpage>115</fpage>
    <lpage>40</lpage>
    Yared, P. (2019). Rising government debt: Causes and solutions for a decades-old trend. Journal of Economic Perspectives, 33(2), 115-40.
  </mixed-citation>
</ref>
</ref-list>
</back>
</article>