Lei Pan’s research while affiliated with SOAS University of London and other places

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Publications (18)


House price convergence in the very long run
  • Article

July 2024

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11 Reads

Scottish Journal of Political Economy

Lei Pan

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We examine the house price convergence across 12 OECD countries over the period 1905–2016. Using novel quantile unit root tests which allow for smooth breaks via a Fourier expansion series, we find that nine countries show the presence of relative house price convergence at all the quantiles. Focusing on several specific quantiles, 11 countries have significant convergence tendencies. Moreover, there are four definite patterns related to shocks in the relative house prices across quantiles.


Agric-Tourism and Economic Growth Among Sovereign Islands: Evidence from Parametric and Non-Parametric Methods
  • Conference Paper
  • Full-text available

July 2024

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52 Reads

Extant literature strongly advocate for a backward-integration of tourism expansion into agricultural development so as to spur optimal economic growth among host countries. We empirically investigate the ensuing repercussions of such policy directive on the economic growth potentials of 45 sovereign islands by employing both parametric and non-parametric estimation techniques on a five-year-non-overlapping-averaged annual data spanning from 1980 through 2019. Among others, results from two-step system GMM, and GMM quantile regression techniques, support the fundamental tourism-led growth hypothesis (TLGH). However, agricultural sector development is observed to be significantly detrimental to economic growth, and at all quantiles of the latter. The results further reveal that as sovereign islands attempt to specialise in tourism, the significant detrimental impact of agricultural sector development on economic growth magnifies. These notwithstanding, agric-tourism complementarity is proven to be economically viable as the TLGH is significantly enhanced percussively. The study’s findings hold policy recommendations for the pursuit of agric-tourism, most especially, in the case of sovereign islands across the globe.

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Trade-offs and Non-Linearity Between Tourism and Agriculture: Empirical Evidence from Sovereign Islands Across the Globe

April 2024

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13 Reads

How does the increasing expansion in inbound tourism among sovereign islands, amidst relatively static and inadequate non-tradable inputs, impact the production of tradable agricultural commodities? Likewise, does agricultural sector development crowds out tourism expansion in the case of sovereign islands? This study attempts to provide responses to these lacunas in literature by empirically testing the potential bi-causal and non-linear (optimal) relationships between tourism expansion and agricultural sector development among sovereign islands across the globe. Engaging two-step system GMM, and GMM quantile regression techniques, on a five-year-non-overlapping-averaged annual data spanning from 1980 through 2019 for 45 sovereign islands, we document the following: (i) that, at the mean and all quantiles, there exist a statistically significant negative bi-causal relationship between tourism expansion and agricultural sector development; (ii) and that agricultural sector development exerts a significant U-turn impact on tourism expansion, whereas the latter also exerts a significant inverted-U-turn impact on the former. Our observations project the presence of a statistically significant trade-off and a non-linear relationship between tourism expansion and agricultural sector development among sovereign islands across the globe. The study’s findings hold policy implications for the concurrent expansion of these important, yet competing, sectors within the economies of sovereign islands across the globe.


Trend of mean financial inclusion index (FINC)
Mean financial inclusion index (FINC) by country. Note: Country labels adjusted with 2 intervals
Association between financial inclusion and FDI
Marginal effects of FDI on financial inclusion (with 95% confidence interval)
Mean financial inclusion (access) by country. Note: Country labels adjusted with 2 intervals. Based on 142 countries

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Foreign direct investment and inclusive finance: do financial markets and quality of institutions matter?

March 2024

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232 Reads

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5 Citations

Empirical Economics

We examine the impact of foreign direct investment (FDI) on financial inclusion. To identify the causal effect of FDI on financial inclusion, we use plausibly exogenous source of variations in bilateral investment treaties (BITs) as a novel instrumental variable (IV) for net FDI inflows. Using annual data for a broad panel of 90 countries over the period 2004 to 2017, our results show that FDI improves financial inclusion for both “access to finance" and “use of financial services". This impact is more pronounced for relatively poor countries and developing countries compared to rich and developed countries. We also find that higher financial market development and quality institutions improve financial inclusion directly. Moreover, financial market development and institutional quality can serve as potential channels and moderating variables through which FDI affects financial inclusion. Our results are robust to various estimations and sample splitting and have important implications for policy on financial inclusion.


Trade-Off Between Tourism and Agriculture: Implications for Economic Growth among Global Islands

January 2024

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17 Reads

Existing literature advocate strongly for a backward-integration of tourism development into agriculture so as to spur the needed economic growth. This study attempts to investigate the ensuing repercussions of such policy directives in the case of 45 sovereign islands across the globe by employing both parametric and non-parametric methods. Specifically, engaging two-step system GMM, and GMM quantile regression techniques, on a five-year-non-overlapping annual data spanning from 1980 through 2019, this study investigates: (i) the potential bi-causal relationship between tourism and agricultural developments; (ii) the economic growth implications of agri-tourism policies among global islands. Surprisingly, results from the study reveal the presence of a significant tradeoff between the development of tourism and agriculture among global islands, irrespective of their economic growth status. Results further reveal that attempts to specialise more in tourism magnifies the significant negative impact of agriculture on economic growth. These notwithstanding, the tourism-led-growth hypothesis (TLGH) is enhanced at higher levels of agricultural development among all islands.


Importing to Feed International Tourists: Growth Implications for Islands across the Globe

January 2024

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93 Reads

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1 Citation

Tourism Economics

The expansion of inbound tourism among global islands, amidst relatively inadequate supporting tradable goods, potentially triggers high merchandise imports, resulting in an indeterminate impact on economic growth. Employing fixed and random effects estimation techniques on five-year-non-overlapping-averaged data, covering 1980 through 2019, this study, firstly, investigates the potential bi-causal relationship between inbound tourism and merchandise imports, in the case of 45 sovereign islands. The economic growth implication of a concurrent pursuit of tourism expansion and merchandise imports is also examined. The study further investigates how over-reliance on imported merchandise to feed international tourists, and over-specialisation in the tourism sector, affect the tourism-led-growth hypothesis in the case of these islands. Results from the study show that an increase in inbound tourism significantly leads to an increase in merchandise imports, and vice versa. Also, importing merchandises to sustain inbound tourism is significantly observed not to be detrimental to economic growth. However, results further reveal that over-reliance on imported merchandises to sustain inbound tourism, as well as over-specialisation in tourism with the help of imported merchandises, both exert significant detrimental net effects on economic growth. The findings hold policy guidelines for the pursuit of tourism-led and merchandise-import-led growth strategies among global islands.


Lightening the path to financial development: The power of electricity

November 2023

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18 Reads

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3 Citations

Scottish Journal of Political Economy

This paper examines the impact of access to electricity on financial development. In doing so, we use a number of instrumental variables (IV) approaches. Using panel data for 38 countries in Sub‐Saharan Africa over the period 2000–2018, the results suggest that more people having access to electricity can promote financial development. In addition, mobile phone and commercial bank branches diffusion serve as potential channels through which access to electricity affects financial development. Our results are robust to sample‐splitting and different estimation techniques. The results have important implications for policies in overcoming barriers to electricity access.



Exploring the tourism markets’ convergence hypothesis in South Korea

April 2023

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11 Reads

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2 Citations

Tourism Economics

This paper examines the tourism markets’ convergence hypothesis across South Korea’s major source markets. In doing so, we use monthly data of visitor arrivals over the period July 1995 to June 2019 and adopt a novel quantile unit root tests that allows for multiple structural breaks via a Fourier expansion series. Our results indicate that seven countries out of 10 show firm convergence tendencies at most of the quantiles, and two countries have weak but significant converging trends at some quantiles.


The decline of labour share in OECD and non-OECD since the 1980s

February 2023

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13 Reads

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4 Citations

This paper examines the causes of falling labour share in OECD and non-OECD countries since the 1980s by using Karabarbounis and Neiman’s (2014) labour share model. While both groups of countries experience an elasticity of substitution between capital and labour, the factors driving down labour share are different. In OECD countries, export and volatility are key drivers, but in non-OECD countries, the significant factors are financial openness and the capital’s relative price. Overall, technological advancement – as reflected by declining capital’s relative price – coupled with globalization and low economic risk are key factors in explaining a long-term decline of labour share worldwide.


Citations (9)


... First, FDI helps transfer modern technologies and advanced knowledge from investing countries to host countries, enhancing the efficiency of local industries (Kenh & Wei, 2023). Second, FDI improves productivity by introducing new management practices and advanced production techniques (Abor et al., 2024) .Third, FDI creates new jobs, increasing individual income and promoting economic growth. Finally, FDI can increase the host country's production capacity, enhancing its ability to export and compete in international markets. ...

Reference:

Innovation and competitive industrial performance in BRICS economies
Foreign direct investment and inclusive finance: do financial markets and quality of institutions matter?

Empirical Economics

... Several factors influence the impact of credit on RT. Education, electricity, and per capita land are prominent variables that affect credit accessibility (Pan et al., 2024;Tebali and Muroyiwa, 2022;Assogba et al., 2017) and, therefore, RT. Education empowers individuals with the ability required to produce high-value agricultural commodities such as vegetables (Adeoye, 2020) and nonagricultural activities (Yúnez-Naude and Edward Taylor, 2001), influences credit access (Kara et al., 2021), and hence facilitates rural transformation. ...

Lightening the path to financial development: The power of electricity
  • Citing Article
  • November 2023

Scottish Journal of Political Economy

... The International Monetary Fund (IMF) has been pivotal in global financial stability since its inception at the United Nations Bretton Woods conference in July 1944. It serves as a crisis manager, exerting significant influence over macroeconomic policies and structural reforms in developing nations [1][2][3]. With 196 member countries, the IMF offers short-term financial loans to nations facing financial crises or liquidity shortages, contingent upon the implementation of economic reforms and structural adjustments [4,5]. ...

We are back again! What can artificial intelligence and machine learning models tell us about why countries knock at the door of the IMF?
  • Citing Article
  • July 2023

Finance Research Letters

... On the other hand, especially in the northern hemisphere, some of the national economies possessing comparative advantages in producing and exporting agrifood products are increasingly exposed to intense tourist inflows, in particular during the summer months. Baidoo et al (2022) confirm an over-reliance on imported consumables and merchandises in order to feed international tourists, in the case of 45 sovereign islands during the 1980-2019 period. While admittedly the context of internal demand for food products in the developed tourist host economies seems different than the corresponding in the less developed economies, the steady and increasing demand for agricultural products is rather global. ...

Importing to Feed International Tourists: Growth Implications for Islands across the Globe

Tourism Economics

... On the other hand, Churchill et al. (2023) showed that the relationship between fi nancial development and tourist arrivals changes over time. Their empirical study using the ratio of loans to GDP as an indicator of fi nancial development indicated that fi nancial development has positively aff ected the tourism industry by increasing tourist arrivals, especially since 2009 in Germany. ...

Financial development and tourism: a century of evidence from Germany
  • Citing Article
  • June 2022

... The linguist Greenberg [4] was among the first to propose a potential link between language and economics, suggesting the incorporation of linguistic distance as a diversity index into research frameworks that explore political, economic, geographical, historical, and other non-linguistic factors. This idea has been subsequently cited by various scholars, pivoting the focus toward the intricate relationship between language and economy, including international trade, migration, translational communication, commerce, foreign investment and financial transactions [1][2][3][5][6][7][8][9][10][11]. Common language, serving as a conduit for communication, plays a pivotal role in social science research, particularly in the field of international economics, which is already enriched by a plethora of theoretical studies [12][13][14][15]. ...

Foreign portfolio investment patterns: evidence from a gravity model

Empirical Economics

... As per the study, energy poverty contributes to obesity through two main channels: inadequate sleep and compromised general and mental health. Furthermore, the gendered allocation of household energy responsibility, specifically the task of cooking with fuelwood that has a disproportionate impact on women's health [59,77,79]. However, male family members often trivialize the issue due to cultural norms and comparisons to past practices. ...

Energy poverty and public health: Global evidence
  • Citing Article
  • June 2021

Energy Economics

... The investigations into the stochastic convergence of CO 2 emissions can be broadly categorized into two branches: those employing time series analysis and those utilizing panel data analysis. Heil and Selden (1999), Chang and Lee (2008), Lee, Chang, and Chen (2008), Bimonte (2009), Jobert, Karanfil, andTykhonenko (2010), Barassi, Cole, and Elliott (2011), Criado andGrether (2011), Herrerias (2012), Li, Tang, and Chang (2014), Solarin (2014), Yamazaki, Tian, and Doko Tchatoka (2014), Sun, Su, and Shao (2016), Ahmed et al. (2017), Cai, Chang, and Inglesi-Lotz (2018), Lin, Inglesi-Lotz, and Chang (2018), Churchill, Inekwe, and Ivanovski (2020), Fallahi (2020), Saliminezhad and Bahramian (2020), Ye et al. (2020), Erdogan and Solarin (2021), Matsuki and Pan (2021), Erdogan et al. (2022), Pata and Aydin (2022), and Romero-Ávila and Omay (2022) investigate the unit root in CO 2 emissions with time series analysis. 1 However, one could contend that using panel data in research presents numerous advantages. ...

Per capita carbon emissions convergence in developing Asia: A century of evidence from covariate unit root test with endogenous structural breaks
  • Citing Article
  • May 2021

Energy Economics

... Numerous studies have rigorously examined tourism's social, economic, and environmental effects (see Lee et al., 2022a;Lee et al., 2022b;Zhang, 2021). Other studies have also examined the roles of social, economic, and environmental factors in tourism sector performance (see, for instance, Churchill et al., 2022;Tang & Jang, 2009;Zhang, 2021). A new line of research that needs to be exhaustively investigated links environmental policy choices to tourism performance. ...

Air Pollution and Tourism: Evidence from G20 Countries