Publication:
Russia’s Invasion of Ukraine and Firm Performance in Central Asia: The Role of Export Links and Digital Gains

Loading...
Thumbnail Image
Files in English
English PDF (560.79 KB)
348 downloads
English Text (95.92 KB)
36 downloads
Published
2023-08-30
ISSN
Date
2023-08-30
Author(s)
Dalvit, Nicolo
Srinivasan, Nithya
Editor(s)
Abstract
This paper studies the effect of Russia’s invasion of Ukraine on the performance of firms in Central Asia. It uses unique data from the Business Pulse Survey run by the World Bank in the Kyrgyz Republic, Tajikistan, and Uzbekistan, which tracks the sales and employment—along with other main characteristics—of about 1,200 to 1,800 firms in a panel structure. The survey contains two waves before and one wave after Russia’s invasion of Ukraine. Using the difference-in-differences methodology in a regression setup, the analysis finds that Central Asian firms with pre-invasion trade links to Russia suffered greater drops in sales and employment after the invasion—even though exporters to Russia may have experienced, on average, higher sales during the studied period. Considering the pre-invasion digitization of firms, the findings show that digitization helped firms increase their average employment during the studied period. However, the analysis does not find any significant mitigating effect of digitalization associated with the impact of the invasion.
Link to Data Set
Citation
Dalvit, Nicolo; Iootty, Mariana; Srinivasan, Nithya; Melecky, Martin. 2023. Russia’s Invasion of Ukraine and Firm Performance in Central Asia: The Role of Export Links and Digital Gains. Policy Research Working Paper; 10557. © World Bank. http://hdl.handle.net/10986/40301 License: CC BY 3.0 IGO.
Associated URLs
Associated content
Report Series
Report Series
Other publications in this report series
  • Publication
    The Macroeconomic Implications of Climate Change Impacts and Adaptation Options
    (Washington, DC: World Bank, 2025-05-29) Abalo, Kodzovi; Boehlert, Brent; Bui, Thanh; Burns, Andrew; Castillo, Diego; Chewpreecha, Unnada; Haider, Alexander; Hallegatte, Stephane; Jooste, Charl; McIsaac, Florent; Ruberl, Heather; Smet, Kim; Strzepek, Ken
    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
    South Africa’s Fragmented Cities: The Unequal Burden of Labor Market Frictions
    (Washington, DC: World Bank, 2026-01-08) Baez, Javier E.; Kshirsagar, Varun
    Using high-resolution administrative, census, and satellite data, this paper shows that South African cities are characterized by spatial mismatches between where people live and where jobs are located, relative to 20 global peers. Areas within 5 kilometers of commercial centers have 9,300 fewer residents per square kilometer than expected, which is 60 percent below the global median. Poor, dense neighborhoods are most affected. In Johannesburg, a 10-percentile increase in distance from the nearest business hub corresponds to a 3.7-percentile drop in asset wealth (a proxy of household wellbeing) and 4.9-percentile drop in employment. In Cape Town, the declines are 4.0 and 3.7 percentiles, respectively. Employment is 87 percent lower in the poorest decile than the richest in Johannesburg and 61 percent lower in Cape Town. These findings suggest that South Africa’s spatial organization of people and economic activity constrains agglomeration and reinforces inequality. This methodology provides a scalable and standardized data-driven framework to analyze spatial accessibility and agglomeration frictions in complex, data-constrained urban systems.
  • Publication
    The Evolution of Local Participatory Democracy in Nepal
    (Washington, DC: World Bank, 2025-11-05) Bhusal, Thaneshwar; Breen, Michael G; Rao, Vijayendra
    Nepal is, according to its constitution, among the world’s most decentralized countries, with a long and complex tradition of local-level public participation. This paper traces the evolution of Nepal’s modern participatory institutions, examining the extent to which they are “induced” by external interventions versus being “organically” rooted in indigenous practices. The paper identifies three broad phases: an initial focus on participation in project implementation; a subsequent phase that expanded citizen engagement; and a third phase of citizen empowerment, culminating in the 2015 federal constitution, which granted unprecedented local autonomy. The analysis yields five key findings. First, over the past 50 years, successive reforms have progressively expanded opportunities for citizens to influence local decision-making. Second, these reforms have integrated traditional participatory mechanisms into formal institutions of local government. Third, although central-level initiatives exist, most participatory platforms continue to operate at the local level. Fourth, the federal constitution has created a new landscape of local democracy, embedding autonomy and accountability. Fifth, although they are still valued in many ethnic and territorial communities, traditional participatory practices are gradually disappearing. The paper concludes by offering policy recommendations to help donor agencies and governments strengthen Nepal’s democratic trajectory. It argues that effective interventions should build on Nepal’s deep participatory traditions while recognizing the constitutional reality of far-reaching local autonomy.
  • Publication
    Institutional Capacity for Policy Implementation: An Analytical Framework
    (Washington, DC: World Bank, 2026-01-07) Kim, Galileu; Kumar, Tanu; Ramalho, Rita; Russell, Stuart
    State capacity is an important prerequisite for policy implementation, yet at the country level it is difficult to measure, assess, and reform. This paper proposes a focus on institutional capacity: the ability of public institutions to implement the specific policy mandates for which they are responsible. Based on a review of existing literature, the paper defines the different dimensions that compose institutional capacity and groups them into two cross-cutting categories: organizational dimensions (personnel, financial resources, information systems, and management practices) and governance dimensions (transparency, independence, and accountability). The paper proposes measures for organizational and governance dimensions using existing data, shows intra-institutional variation of these measures within countries, and discusses how new data could be collected for better measurement of these concepts. Finally, the paper illustrates how the framework can be used to diagnose the sources of common problems related to weak policy implementation.
  • Publication
    Closing the Gender Gap in Entrepreneurship: Overcoming Challenges in Law and Practice for Female Entrepreneurs
    (Washington, DC: World Bank, 2026-01-07) Behr, Daniela M.; Xi, Yue
    Despite significant strides toward gender equality, women around the world continue to encounter systemic obstacles that hinder their entrepreneurial success. This paper systematically reviews the literature on the barriers female entrepreneurs face and the solutions proposed to overcome these challenges. It discusses institutional factors, financial factors, human capital factors, and social and cultural factors. The literature overview is complemented by a series of stylized facts that illustrate how overcoming some of these existing barriers is correlated with improved women’s entrepreneurship and female labor force participation, drawing on the World Bank’s Women, Business and the Law database as well as the World Bank’s Enterprise Surveys. The findings underscore the need for creating an enabling environment where women can thrive as entrepreneurs.
Journal
Journal Volume
Journal Issue

Related items

Showing items related by metadata.

  • Publication
    Energy Prices, Energy Intensity, and Firm Performance
    (Washington, DC: World Bank, 2025-02-20) Aterido, Reyes; Iootty, Mariana; Melecky, Martin
    This paper estimates the effect of electricity prices on firm performance, focusing on firm productivity, sales, and employment. Using the World Bank Business Pulse Survey data for a sample of 24 emerging markets and developing economies during 2019–23, the paper estimates the average effect and the heterogeneous effects across industries of varying energy intensity and firms that implemented (or did not implement) energy efficiency measures (self-reported in the Business Pulse Survey). The findings show that increasing electricity prices by 1 percent reduces employment at firms in energy-intensive industries that did not adopt energy efficiency measures by about 1.5 percent, compared with similar firms in energy-non-intensive sectors. In parallel, energy-intensive firms may increase sales and productivity but this result is robust to all alternative specifications. Firms may increase sales while reducing employment after energy price hikes, by adopting energy-efficient technologies and by passing through costs to consumers in inelastic markets while reducing employment in energy-intensive sectors due to cost pressures. These results highlight the adoption of energy efficiency measures by firms as an important employment protection policy action to cope with future volatility in energy (electricity) prices.
  • Publication
    Assessing Uzbekistan’s Transition
    (World Bank, Washington, DC, 2021-11-08) Vatyan, Arman; Trushin, Eskender; Abdul-Hamid, Husein; Dalvit, Nicolo; Safarov, Maksudjon; Iootty, Mariana; Novikova, Marina; Ahmedov, Mohirjon; Manuilova, Natalia; Zorya, Sergiy; Nagaraj, Vinayak; Izvorski, Ivailo; Melecky, Martin
    Uzbekistan’s transition from planning to market started almost thirty years ago following its independence from the Soviet Union. For most of this period, economic modernization and transformation were stalled, with little change in institutions and policies from those prevailing at the time of the planned economy. In late 2016, Uzbekistan surprised by launching reforms with a breadth and speed that at times exceeded the pace of those observed in some of the earlier reformers at a similar stage of the process. In November 2018, building on the results from more than a year of economic reforms, the government announced the agenda for the next phase of its bold and ambitious economic transformation. In terms of the pace of transition, Uzbekistan’s record has been mixed but appropriate, given that reforms are dependent on experience with markets and prices, initial conditions, and institutional strength. Before the Coronavirus (COVID-19) pandemic started, the reform momentum was supported by comfortable external and fiscal buffers and a robust global economy. The buffers are still sizable, even with doubling of public debt since 2017, and a sign of strength but the pull from the global economy has been substantially diminished. The rest of the introduction reviews progress in the key areas of economic transformation.
  • Publication
    Does Gender Matter for Firm Performance? Evidence from Eastern Europe and Central Asia
    (World Bank, Washington, DC, 2008-09) Sabarwal, Shwetlena; Terrell, Katherine
    Using 2005 firm level data for 26 countries in Eastern and Central Europe, this paper estimates performance gaps between male and female-owned businesses, while controlling for location by industry and country. The findings show that female entrepreneurs have a significantly smaller scale of operations (as measured by sales revenues) and are less efficient in terms of total factor productivity, although the difference is small. However, women entrepreneurs generate the same amount of profit per unit of revenue as men. Although both male and female entrepreneurs in the region are sub-optimally small, women's returns to scale are significantly larger than men's, implying that women would gain more from increasing their scale. The authors argue that the main reasons for the sub-optimal size of female-owned firms are that they are both capital constrained and concentrated in industries with small firms.
  • Publication
    Bank Ownership and Firm Innovation
    (World Bank, Washington, DC, 2023-06-20) de Nicola, Francesca; Iootty, Mariana; Melecky, Martin
    This paper studies the effect of bank ownership on product innovation by borrowing firms, highlighting the role of the state, foreign, and combined foreign-state bank ownership. It uses Enterprise Survey data for more than 22,000 firms in 49 countries from 2016 to 2020, linked to Fitchconnect data on banks: their ownership, soundness indicators, and legal origins. The paper confirms that a firm's access to bank credit is associated with a greater probability of product innovation, even when adjusting for possible reverse causality. If the credit is provided by a state-owned bank, the probability that the borrowing firm will innovate increases. The analysis does not find a similarly positive effect for foreign bank ownership. But when considering the combined effect of foreign state ownership, the results are most statistically and economically significant. Although the results may not be extendable to research and development spending (a key input to innovation), the findings show that foreign state banks can serve as an additional financing vehicle to stimulate radical innovation alongside equity financiers.
  • Publication
    Europe and Central Asia Economic Update, Fall 2023
    (Washington, DC: World Bank, 2023-10-05) Kasyanenko, Sergiy; Izvorski, Ivailo; Singer, Dorothe
    Europe and Central Asia continues to be negatively impacted by the Russian Federation’s invasion of Ukraine, tighter global financial conditions, persistent inflation, and global economic fragmentation. Economic growth in the region is projected to remain weak relative to the long-term trend, delaying the convergence of living standards to those of high-income countries. The impacts of climate change are becoming a serious constraint on growth, as extreme weather events are affecting the region with increased frequency and severity. Economic growth for the emerging market and developing economies of the Europe and Central Asia region has been revised up to 2.4 percent for 2023. The pickup in growth reflects improved forecasts for Ukraine, Central Asia, Türkiye and Russia. Downside risks cloud the outlook. High inflation may persist amid heightened volatility in global commodity markets and a surge in energy prices. Global financial conditions may tighten further. And global growth, already the weakest on record for any five-year period since 1990, may slow further.

Users also downloaded

Showing related downloaded files

  • Publication
    Global Economic Prospects, June 2025
    (Washington, DC: World Bank, 2025-06-10) World Bank
    The global economy is facing another substantial headwind, emanating largely from an increase in trade tensions and heightened global policy uncertainty. For emerging market and developing economies (EMDEs), the ability to boost job creation and reduce extreme poverty has declined. Key downside risks include a further escalation of trade barriers and continued policy uncertainty. These challenges are exacerbated by subdued foreign direct investment into EMDEs. Global cooperation is needed to restore a more stable international trade environment and scale up support for vulnerable countries grappling with conflict, debt burdens, and climate change. Domestic policy action is also critical to contain inflation risks and strengthen fiscal resilience. To accelerate job creation and long-term growth, structural reforms must focus on raising institutional quality, attracting private investment, and strengthening human capital and labor markets. Countries in fragile and conflict situations face daunting development challenges that will require tailored domestic policy reforms and well-coordinated multilateral support.
  • Publication
    Global Economic Prospects, January 2025
    (Washington, DC: World Bank, 2025-01-16) World Bank
    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
    Using Immunization Coverage Rates for Monitoring Health Sector Performance : Measurement and Interpretation Issues
    (World Bank, Washington, DC, 2000-08) Bos, Eduard; Batson, Amie
    Immunization against childhood diseases such as diphtheria, pertussis, tetanus, polio and measles is one of the most important means of preventing childhood morbidity and mortality. Despite the low cost of basic childhood immunizations, nearly 3 million children still die each year from vaccine-preventable diseases. Achieving and maintaining high levels of immunization coverage must therefore be a priority for all health systems. In order to monitor progress in achieving this objective, immunization coverage data can serve as an indicator of a health system's capacity to deliver essential services to the most vulnerable members of a population. This note discusses the use of trends in immunization coverage data, and argues that immunization is a health output with a strong impact on child morbidity, child mortality and permanent disability. This note discusses measurement and interpretation issues for coverage data collected through surveys and administrative records.
  • Publication
    The Container Port Performance Index 2023
    (Washington, DC: World Bank, 2024-07-18) World Bank
    The Container Port Performance Index (CPPI) measures the time container ships spend in port, making it an important point of reference for stakeholders in the global economy. These stakeholders include port authorities and operators, national governments, supranational organizations, development agencies, and other public and private players in trade and logistics. The index highlights where vessel time in container ports could be improved. Streamlining these processes would benefit all parties involved, including shipping lines, national governments, and consumers. This fourth edition of the CPPI relies on data from 405 container ports with at least 24 container ship port calls in the calendar year 2023. As in earlier editions of the CPPI, the ranking employs two different methodological approaches: an administrative (technical) approach and a statistical approach (using matrix factorization). Combining these two approaches ensures that the overall ranking of container ports reflects actual port performance as closely as possible while also being statistically robust. The CPPI methodology assesses the sequential steps of a container ship port call. ‘Total port hours’ refers to the total time elapsed from the moment a ship arrives at the port until the vessel leaves the berth after completing its cargo operations. The CPPI uses time as an indicator because time is very important to shipping lines, ports, and the entire logistics chain. However, time, as captured by the CPPI, is not the only way to measure port efficiency, so it does not tell the entire story of a port’s performance. Factors that can influence the time vessels spend in ports can be location-specific and under the port’s control (endogenous) or external and beyond the control of the port (exogenous). The CPPI measures time spent in container ports, strictly based on quantitative data only, which do not reveal the underlying factors or root causes of extended port times. A detailed port-specific diagnostic would be required to assess the contribution of underlying factors to the time a vessel spends in port. A very low ranking or a significant change in ranking may warrant special attention, for which the World Bank generally recommends a detailed diagnostic.
  • Publication
    Digital Progress and Trends Report 2023
    (Washington, DC: World Bank, 2024-03-05) World Bank
    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.