Publication: What are the Empirical Determinants of International Tourist Arrivals and Expenditures? An Empirical Application to the Case of Sao Tome and Principe
Loading...
Published
2020-03
ISSN
Date
2020-03-19
Author(s)
Editor(s)
Abstract
The link between tourism and growth is very important for some countries, especially small island countries like São Tomé and Príncipe. This paper investigates the empirical determinants of tourism outcomes (tourist arrivals and expenditures) and uses the findings to assess the performance of the tourism sector in São Tomé and Príncipe. The paper confirms most of the results found in the literature on the general determinants of tourism. Tourist arrivals increase with the gross domestic product and exports of the host country, as well as with increased air connectivity. Real exchange rate variations affect tourist decisions, and tourism outcomes have a persistent effect. The paper also finds that a positive attitude toward acceptance of lesbian, gay, bisexual, and transgender people increases tourist arrivals. Unfortunately, the relationship between digital presence and tourism outcomes could not be tested. The paper shows that São Tomé and Príncipe can do better in tourist arrivals, but it already has good performance on expenditures per tourist. Improving air connectivity is key to attracting more tourists, and demand for tourism is not very price sensitive, implying that the strategy to focus on high-spending tourists is the correct one.
Link to Data Set
Citation
“Montes-Rojas, Gabriel; Barroso, Rafael. 2020. What are the Empirical Determinants of International Tourist Arrivals and Expenditures? An Empirical Application to the Case of Sao Tome and Principe. Policy Research Working Paper;No. 9189. © World Bank. http://hdl.handle.net/10986/33449 License: CC BY 3.0 IGO.”
Associated URLs
Associated content
Other publications in this report series
Publication Global Poverty Revisited Using 2021 PPPs and New Data on Consumption(Washington, DC: World Bank, 2025-06-05)Recent improvements in survey methodologies have increased measured consumption in many low- and lower-middle-income countries that now collect a more comprehensive measure of household consumption. Faced with such methodological changes, countries have frequently revised upward their national poverty lines to make them appropriate for the new measures of consumption. This in turn affects the World Bank’s global poverty lines when they are periodically revised. The international poverty line, which is based on the typical poverty line in low-income countries, increases by around 40 percent to $3.00 when the more recent national poverty lines as well as the 2021 purchasing power parities are incorporated. The net impact of the changes in international prices, the poverty line, and new survey data (including new data for India) is an increase in global extreme poverty by some 125 million people in 2022, and a significant shift of poverty away from South Asia and toward Sub-Saharan Africa. The changes at higher poverty lines, which are more relevant to middle-income countries, are mixed.Publication The Economic Value of Weather Forecasts: A Quantitative Systematic Literature Review(Washington, DC: World Bank, 2025-09-10)This study systematically reviews the literature that quantifies the economic benefits of weather observations and forecasts in four weather-dependent economic sectors: agriculture, energy, transport, and disaster-risk management. The review covers 175 peer-reviewed journal articles and 15 policy reports. Findings show that the literature is concentrated in high-income countries and most studies use theoretical models, followed by observational and then experimental research designs. Forecast horizons studied, meteorological variables and services, and monetization techniques vary markedly by sector. Estimated benefits even within specific subsectors span several orders of magnitude and broad uncertainty ranges. An econometric meta-analysis suggests that theoretical studies and studies in richer countries tend to report significantly larger values. Barriers that hinder value realization are identified on both the provider and user sides, with inadequate relevance, weak dissemination, and limited ability to act recurring across sectors. Policy reports rely heavily on back-of-the-envelope or recursive benefit-transfer estimates, rather than on the methods and results of the peer-reviewed literature, revealing a science-to-policy gap. These findings suggest substantial socioeconomic potential of hydrometeorological services around the world, but also knowledge gaps that require more valuation studies focusing on low- and middle-income countries, addressing provider- and user-side barriers and employing rigorous empirical valuation methods to complement and validate theoretical models.Publication The Marshall Plan: Then and Now(Washington, DC: World Bank, 2025-10-14)This paper is a product of the Development Policy Team, Development Economics. It is part of a larger effort by the World Bank to provide open access to its research and make a contribution to development policy discussions around the world. Policy Research Working Papers are also posted on the Web at http://www.worldbank.org/prwp.Publication The Macroeconomic Implications of Climate Change Impacts and Adaptation Options(Washington, DC: World Bank, 2025-05-29)Estimating the macroeconomic implications of climate change impacts and adaptation options is a topic of intense research. This paper presents a framework in the World Bank's macrostructural model to assess climate-related damages. This approach has been used in many Country Climate and Development Reports, a World Bank diagnostic that identifies priorities to ensure continued development in spite of climate change and climate policy objectives. The methodology captures a set of impact channels through which climate change affects the economy by (1) connecting a set of biophysical models to the macroeconomic model and (2) exploring a set of development and climate scenarios. The paper summarizes the results for five countries, highlighting the sources and magnitudes of their vulnerability --- with estimated gross domestic product losses in 2050 exceeding 10 percent of gross domestic product in some countries and scenarios, although only a small set of impact channels is included. The paper also presents estimates of the macroeconomic gains from sector-level adaptation interventions, considering their upfront costs and avoided climate impacts and finding significant net gross domestic product gains from adaptation opportunities identified in the Country Climate and Development Reports. Finally, the paper discusses the limits of current modeling approaches, and their complementarity with empirical approaches based on historical data series. The integrated modeling approach proposed in this paper can inform policymakers as they make proactive decisions on climate change adaptation and resilience.Publication It’s Not (Just) the Tariffs: Rethinking Non-Tariff Measures in a Fragmented Global Economy(Washington, DC: World Bank, 2025-10-22)As tariffs have declined, non-tariff measures (NTMs) have become central to trade policy, especially in high-income countries and regulated sectors like food and green technologies. Although NTMs may serve legitimate goals, they could also sort countries and firms into or out of markets based on compliance capacity and differences in product mix. Documenting recent advances in the estimation of ad valorem equivalents (AVEs), this paper uncovers new patterns of use and exposure of NTMs. High-income countries rely more heavily on NTMs relative to tariffs, while low- and middle-income countries face steeper AVEs on their exports. Firm-level evidence shows that NTMs disproportionately affect smaller firms, leading to market exit and concentration. Poorly designed NTMs can harm productivity and welfare, while coordinated, capacity-aware use can deliver inclusive outcomes. Policy design, transparency, and diagnostics must evolve to reflect the growing role—and risks—of NTMs in a fragmented global trade landscape.
Journal
Journal Volume
Journal Issue
Collections
Related items
Showing items related by metadata.
Publication Country Economic Memorandum for Sao Tome and Principe - Background Note 11(World Bank, Washington, DC, 2019-06-26)The purpose of this paper is to empirically evaluate the tourism performance of STP with respect to the main determinants that have been found in the literature. Tourism is clearly a comparative advantage of STP and already an important economic activity, however, STP is far from the characterization of a tourism-dependent small economy. Tourism represents 10.8 percent of GDP and the ratio between international inbound tourists and population is at 14.5 percent. For a summary of how STP relates to other destinations. This puts STP as the twelfth country in terms of size of direct contribution of the tourism sector to GDP and the eighteenth in terms of the ratio between tourists and population. Using data from different sources, this note analyzes STP’s tourism-related characteristics and uses different empirical tools to evaluate them vis-à-vis its peers. Economic literature shows that tourism demand is affected by price and income but also by a host of other factors such as air connectivity, language, and culture among others. First, there is an extensive research agenda on measuring price and income elasticities of tourism, which is specific for different types of tourism destination. Second, there is a myriad of characteristics that are found to be important to the tourism industry, such as remoteness, language, culture, air connectivity, bilateral trade, etc. More recently, there has been many studies emphasizing the role of digital media and digital presence1 as a key determinant of tourist decisions.Publication Foreign Informational Lobbying Can Enhance Tourism : Evidence from the Caribbean(2009)There exist legal channels for informational lobbying of US policymakers by foreign principals. Foreign governments and private sector principals frequently and intensively use this institutional channel to lobby on trade and tourism issues. This paper empirically studies whether such lobbying effectively achieves its goal of trade promotion in the context of Caribbean tourism, and suggests the potential for using foreign lobbying as a vehicle for development. Panel data are used to explore and quantify the association between foreign lobbying by Caribbean principals and US tourist arrivals to Caribbean destinations. A variety of sensitivity analyses support the finding of a strong association. The policy implications are obvious and potentially important for developing countries.Publication Can Foreign Lobbying Enhance Development? The Case of Tourism in the Caribbean(World Bank, Washington, DC, 2007-07)There exist legal channels for informational lobbying of U.S. policymakers by foreign principals. Foreign governments and private sector principals frequently and intensively use this institutional channel to lobby on trade and tourism issues. The authors empirically study whether such lobbying effectively achieves its goal of trade promotion in the context of Caribbean tourism and it is the first paper to examine the potential for using foreign lobbying as a vehicle for development. They use panel data to explore and quantify the association between foreign lobbying by Caribbean principals and U.S. tourist arrivals to Caribbean destinations. A variety of sensitivity analyses support the finding of a strong association. The policy implications are obvious and potentially important for developing countries.Publication Informal Jobs and Trade Liberalisation in Argentina(Taylor and Francis, 2014-06-20)Rapid trade liberalization can exert profound effects on labor markets. Domestic firms, to sustain competitiveness for survival, could react through cutting labor benefits to achieve cost reductions. Alternatively, trade liberalization may alter the industry composition of firms changing the aggregate formality rates. This paper studies the relationship between trade liberalization and informality in Argentina. Using manufacturing industry-level data for 1992-2003, the results confirm the hypothesis that trade increases informality in industries that experience sudden foreign competition. This explains about a third of the increase in informality. Sectors with higher investment ratios are able to neutralize and reverse this effect.Publication Foreign Informational Lobbying Can Enhance Tourism : Evidence from the Caribbean(2009-02-01)There exist legal channels for informational lobbying of U.S. policymakers by foreign principals. Foreign governments and private sector principals frequently and intensively use this institutional channel to lobby on trade and tourism issues. This paper empirically studies whether such lobbying effectively achieves its goal of trade promotion in the context of Caribbean tourism, and suggests the potential for using foreign lobbying as a vehicle for development. Panel data are used to explore and quantify the association between foreign lobbying by Caribbean principals and U.S. tourist arrivals to Caribbean destinations. A variety of sensitivity analyses support the finding of a strong association. The policy implications are obvious and potentially important for developing countries.
Users also downloaded
Showing related downloaded files
Publication Global Economic Prospects, January 2025(Washington, DC: World Bank, 2025-01-16)Global growth is expected to hold steady at 2.7 percent in 2025-26. However, the global economy appears to be settling at a low growth rate that will be insufficient to foster sustained economic development—with the possibility of further headwinds from heightened policy uncertainty and adverse trade policy shifts, geopolitical tensions, persistent inflation, and climate-related natural disasters. Against this backdrop, emerging market and developing economies are set to enter the second quarter of the twenty-first century with per capita incomes on a trajectory that implies substantially slower catch-up toward advanced-economy living standards than they previously experienced. Without course corrections, most low-income countries are unlikely to graduate to middle-income status by the middle of the century. Policy action at both global and national levels is needed to foster a more favorable external environment, enhance macroeconomic stability, reduce structural constraints, address the effects of climate change, and thus accelerate long-term growth and development.Publication Corporate Governance of State-Owned Enterprises : A Toolkit(Washington, DC, 2014-10-04)This Toolkit provides an overall framework with practical tools and information to help policymakers design and implement corporate governance reforms for state-owned enterprises. It covers the key elements of corporate governance, including legal and regulatory framework, state ownership arrangements, performance management systems, financial and fiscal discipline, boards of directors, transparency and disclosure, and protection of shareholders in mixed ownership companies. Experience shows that no one approach is universally applicable and the choice of measures depends on country and enterprise circumstances. The Toolkit thus provides a range of frameworks, concepts, case examples, checklists, and model documents that together aim to help government officials make the appropriate choices for their circumstances. The Toolkit concludes with guidance on managing the reform process, in particular how to prioritize and sequence reforms, build capacity, and engage with stakeholders.Publication Digital Progress and Trends Report 2023(Washington, DC: World Bank, 2024-03-05)Digitalization is the transformational opportunity of our time. The digital sector has become a powerhouse of innovation, economic growth, and job creation. Value added in the IT services sector grew at 8 percent annually during 2000–22, nearly twice as fast as the global economy. Employment growth in IT services reached 7 percent annually, six times higher than total employment growth. The diffusion and adoption of digital technologies are just as critical as their invention. Digital uptake has accelerated since the COVID-19 pandemic, with 1.5 billion new internet users added from 2018 to 2022. The share of firms investing in digital solutions around the world has more than doubled from 2020 to 2022. Low-income countries, vulnerable populations, and small firms, however, have been falling behind, while transformative digital innovations such as artificial intelligence (AI) have been accelerating in higher-income countries. Although more than 90 percent of the population in high-income countries was online in 2022, only one in four people in low-income countries used the internet, and the speed of their connection was typically only a small fraction of that in wealthier countries. As businesses in technologically advanced countries integrate generative AI into their products and services, less than half of the businesses in many low- and middle-income countries have an internet connection. The growing digital divide is exacerbating the poverty and productivity gaps between richer and poorer economies. The Digital Progress and Trends Report series will track global digitalization progress and highlight policy trends, debates, and implications for low- and middle-income countries. The series adds to the global efforts to study the progress and trends of digitalization in two main ways: · By compiling, curating, and analyzing data from diverse sources to present a comprehensive picture of digitalization in low- and middle-income countries, including in-depth analyses on understudied topics. · By developing insights on policy opportunities, challenges, and debates and reflecting the perspectives of various stakeholders and the World Bank’s operational experiences. This report, the first in the series, aims to inform evidence-based policy making and motivate action among internal and external audiences and stakeholders. The report will bring global attention to high-performing countries that have valuable experience to share as well as to areas where efforts will need to be redoubled.Publication Environmental, Social, and Governance Investing(World Bank, Washington, DC, 2021-03-01)This primer responds to central banks’ growing demand for knowledge on social, governance, and environmental considerations (ESG) in the investment process. This area has gained traction in the last two decades. More recently, central banks’ interest in ESG has increased, but much of the information available is aimed at investors with different investment objectives and broadly diversified portfolios. The authors fill that information gap by reviewing the definitions of ESG and the main ESG investment approaches, including their applicability to asset classes. The authors then examine how foreign reserve managers can apply ESG investing in their reserve management operations. The authors find limited scope for implementing ESG strategies in reserve management, given that most central banks still invest primarily in sovereign bonds of major economies. Yet, the authors also identify opportunities and critical considerations for central banks interested in implementing ESG investing in their reserve management operations.Publication Empowerment in Practice : From Analysis to Implementation(Washington, DC: World Bank, 2006)This book represents an effort to present an easily accessible framework to readers, especially those for whom empowerment remains a puzzling development concern, conceptually and in application. The book is divided into two parts. Part 1 explains how the empowerment framework can be used for understanding, measuring, monitoring, and operationalizing empowerment policy and practice. Part 2 presents summaries of each of the five country studies, using them to discuss how the empowerment framework can be applied in very different country and sector contexts and what lessons can be learned from these test cases. While this book can offer only a limited empirical basis for the positive association between empowerment and development outcomes, it does add to the body of work supporting the existence of such a relationship. Perhaps more importantly, it also provides a framework for future research to test the association and to prioritize practical interventions seeking to empower individuals and groups.