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    Identification of an Expanded Inventory of Green Job Titles through AI-Driven Text Mining

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    This study expands the inventory of green job titles by incorporating a global perspective and using contemporary sources. It leverages natural language processing, specifically a retrieval-augmented generation model, to identify green job titles. The process began with a search of academic literature published after 2008 using the official APIs of Scopus and Web of Science. The search yielded 1,067 articles, from which 695 unique potential green job titles were identified. The retrieval-augmented generation model used the advanced text analysis capabilities of Generative Pre-trained Transformer 4, providing a reproducible method to categorize jobs within various green economy sectors. The research clustered these job titles into 25 distinct sectors. This categorization aligns closely with established frameworks, such as the U.S. Department of Labor’s Occupational Information Network, and suggests potential new categories like green human resources. The findings demonstrate the efficacy of advanced natural language processing models in identifying emerging green job roles, contributing significantly to the ongoing discourse on the green economy transition

    Therapy, Mental Health, and Human Capital Accumulation among Adolescents in Uganda

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    Using a cluster-randomized trial, this paper evaluates the impact of group-based interpersonal therapy on mental health and human capital accumulation among adolescent girls in Uganda who were at risk of moderate or severe depression at baseline. The study was designed to test whether lay provider–led group-based interpersonal therapy for adolescents could be effectively scaled up using modest resources in a low-income country. It also tested whether a lump-sum cash transfer offered at the end of therapy provided any additional benefit. The findings show that group-based interpersonal therapy increased the share of adolescents with minimal depression by 20-30 percent 12 months after therapy, but these effects dissipated by the 24-month follow-up. Small short-term effects on human capital accumulation were also not sustained at 24 months. Surprisingly, the marginal effect of providing cash transfers to group-based interpersonal therapy beneficiaries on mental health was large and negative, persisting two years after baseline. The paper provides suggestive evidence that the adolescents were frustrated by their inability to use the cash toward their own goals because of the need to divert funds toward the essential needs of their families during the COVID-19 pandemic

    Water for Shared Prosperity

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    In 1997, thousands of people gathered in Marrakesh, Morocco, for the first World Water Forum to address an urgent problem: the global water crisis. The meeting resulted in the Marrakech Declaration, a pledge that called on the World Water Council to develop a “World Water Vision” for the 21st century. In 2024, thousands are convening in Bali, Indonesia, for the 10th World Water Forum. Indonesia and Morocco are worlds apart in many ways. As the world’s largest archipelago, Indonesia is surrounded by water. On the other hand, Morocco is partly occupied by the Sahara, the world’s largest hot desert. However, one reality these (and many other) countries share is water stress. The 10th World Water Forum is an invitation to consider the collective water issues in countries as different as Indonesia and Morocco and to draw parallels among them. But it is also about finding solutions This report makes three major contributions. It (1) provides a conceptual framework to illustrate the relationship between water and shared prosperity; (2) presents new empirical evidence on the drivers, extent and costs of inequalities in water access, as well as disparities in the impacts of climate-related water shocks; and (3) identifies policy responses to improve water access, strengthen climate resilience, and promote shared prosperity on a livable planet

    New Global Evidence from PISA

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    The COVID-19 pandemic resulted in significant disruption in schooling worldwide. This paper uses global test score data to estimate learning losses. It models the effect of school closures on achievement by predicting the deviation of the most recent results from a linear trend using data from all rounds of the Programme for International Student Assessment. Scores declined by an average of 14 percent of a standard deviation, roughly equal to seven months of learning. Losses were greater for students in schools that faced relatively longer closures, boys, immigrants, and disadvantaged students. Educational losses may translate into significant national income losses over time

    Barriers and Opportunities

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    Although not on track to meet climate targets, renewables for electricity production are rising globally, having reached nearly 30 percent of total electricity generation in 2022. Renewable energy - based electricity - including solar, wind, hydro, geothermal, and biomass - are mature, least-cost technologies in the decarbonization pathways, providing no-regret solutions to policy makers in the short to medium terms. Non-hydro renewables make up a mix of energy sources that rose more than seven-fold in a decade, increasing the percentage of generation over the last ten years. The findings of this report informed several World Bank operations in Europe and Central Asia (ECA) including the ECA renewable energy scale-up (World Bank ECARES) multiphase programmatic approach (MPA) to enhance energy security and affordability. The program was launched in March 2024 with an initial World Bank lending envelope of US 2 billion dollars, that will aim to mobilize and enable up to US 6 billion dollars of private investment in clean energy. The report informed all of the three pillars of the program including enabling policies and institutional frameworks, investments to develop flexible electricity networks, and financing and risk mitigation instruments for clean energy investments in ECA

    Unleashing Indonesia’s Business Potential

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    At 5.1 percent in Q1-2024, GDP growth remains resilient surpassing the middle-income countries’ average. Robust private consumption accounted for 57 percent of GDP growth. This reflects consumer confidence supported by softening inflation in nonfood products, the hike in civil servant wages, and robust performance in consumer services. Public consumption rebounded in Q1-24 driven by election related and social spending. This rebound outweighs the negative contribution to growth of net exports as weak global demand and commodities price volatility have dampened exports earnings

    Utilisation de vignettes cliniques pour mesurer les compétences des prestataires et renforcer les soins de santé primaires en Côte d'Ivoire

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    This paper describes a program in Côte d’Ivoire designed to assess and enhance the competence of primary health care providers using clinical vignettes. The initiative provided training to district supervisors in 113 health districts on how to present patient scenarios to providers to assess their skills in history taking, physical exam, diagnosis, treatment and provision of patient advice. The clinical vignettes covered common topics in maternal and child health and infectious diseases. Several technical improvements were applied, including improved organization and clarity of questions, flexibility in treatment choices, options for management for rural areas and clearer standards for what information should be communicated to patients. The program also aimed to enhance content validity by mapping vignette questions against national practice guidelines. A training manual with role-playing exercises was developed. Supervisors conducted an initial sample of vignettes which revealed that only 36 percent of providers achieved a satisfactory score. The Project ECHO virtual learning platform was then used to address implementation challenges among district supervisors, who shared ideas for improvement. Learning sessions with midwives focused on managing preeclampsia. An electronic tablet tool was also designed for assessments, allowing data transfer to the national health information system, and key design features included offline assessment capability. The paper provides a comprehensive account of program design, challenges, and solutions, so that other countries interested in developing similar programs can learn from this experience.Cet article décrit un programme mis en place en Côte d'Ivoire pour évaluer et renforcer les compétences des prestataires de soins de santé primaires à l'aide de vignettes cliniques. L'initiative a permis de former les superviseurs de district dans 113 districts sanitaires sur la manière de présenter des scénarii de patients aux prestataires afin d'évaluer leurs compétences en matière de consultation, d'examen physique, de diagnostic, de traitement et de conseils aux patients. Les vignettes couvraient des sujets dans la santé maternelle, infantile et des maladies infectieuses. Plusieurs améliorations techniques ont été apportées, notamment une meilleure organisation et une clarté des questions, la flexibilité dans les choix des traitements, des options de gestion adaptées aux zones rurales et des normes plus claires concernant les informations à communiquer aux patients. Le programme visait à renforcer la validité du contenu par l’alignement des questions des vignettes sur les directives nationales de pratiques actuelles. Un manuel de formation comprenant des exercices de jeu de rôle a été élaboré. Les superviseurs ont procédé à un premier échantillonnage de vignettes qui a révélé que seulement 36 pour cent des prestataires avaient obtenu une note satisfaisante. La plateforme du projet ECHO a ensuite été utilisée pour revoir les problèmes de mise en œuvre par les superviseurs de district, qui ont partagé leurs idées pour l’amélioration. Les séances d'apprentissage avec les sages-femmes se sont concentrées sur la gestion de la prééclampsie. Une application a été développée et téléchargée sur des tablettes pour les évaluations, permettant aussi le transfert des données vers le système national d'information sanitaire. Les principales caractéristiques de conception comprenaient la capacité d'évaluation hors ligne. L'article contient un compte rendu de la conception du programme, des défis et des solutions, afin que d'autres pays intéressés par l’élaboration de programmes similaires puissent tirer des enseignements de cette expérience

    IFC and Israel, Partners in Private Sector Development

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    IFC has a longstanding relationship with Israel’s Ministry of Finance and the Ministry of Economy and Industry. Israel’s Ministry of Economy and Industry contributed close to two million to IFC’s TechEmerge Health Program in India, Brazil and East Africa between FY16 and FY21. TechEmerge was launched by IFC in January 2016 in Tel Aviv to connect innovative proven technology companies from around the world with companies in emerging markets to conduct local pilot projects and build commercial partnerships. The goal of the TechEmerge’s Health program is to drive innovation to improve healthcare delivery and patient outcomes in emerging markets. IFC works closely with the Foreign Trade Administration at the Israeli Ministry of Economy & Industry on the organization of business development events. Since FY19, IFC has also been collaborating with Start-Up Nation Central, an Israeli non-profit in the innovation space, to explore business opportunities for Israeli start-ups in emerging markets. In 2019 and 2020, IFC held awareness raising events with Start-Up Nation Central to promote the Financial Times/IFC Transformational Business Awards, a premier program recognizing private sector companies that make a difference in addressing development challenges

    A Toolkit Featuring Case Studies for the Design of Subsidies in Off-Grid Solar and Clean Cooking

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    This toolkit provides a framework to design responsible subsidies, building on lessons learned, considering different contexts and objectives, and balancing tradeoffs. The way a subsidy is designed will have an impact on the cost to the government, the speed of rollout, the number of people reached and its scalability, as well as the market-distortion and political risks discussed above. The toolkit provides recommendations on how to inform the subsidy design, options to set specific parameters (targeting, subsidy level, delivery, verification, exit or adjustment), as well as guidelines for communication about subsidies. It also provides recommendations on monitoring, evaluation, and adaptation mechanisms. This toolkit is primarily focused on subsidies for the purchase of off-grid solar products and clean cookstoves; it is limited in its application to fuel or electricity subsidies. Off-grid solar electrification is making the most progress through the selling of devices to end users (on cash or credit through mechanisms such as Pay-As-You Go). This toolkit draws primarily from the experience of subsidizing such sales and is therefore most applicable for the design of subsidies for product purchase. The report however acknowledges the importance of emerging Fee-for Service or Electricity-as-a-Service models, and most of the recommendations in this toolkit are also suitable for these models. However, they are not cited as prominently. Similarly, this toolkit is most applicable to subsidies for the purchase of improved and clean cooking devices. Less so for subsidies for fuels, such as liquefied petroleum gas (LPG), or the electricity consumed by electric cooking devices

    International Debt Report 2024

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    For more than five decades, the World Bank’s premier annual publication on debt, now titled the International Debt Report (IDR), along with the associated International Debt Statistics (IDS) database, have helped shape policies in development finance by sharing timely and comprehensive external debt data and analysis with the international community. Drawing on data collected through the World Bank’s Debtor Reporting System, this publication has kept pace with evolving borrowing patterns and new lending instruments, measured the impact of initiatives to relieve debt burdens, and promoted best practices in debt recording and reporting. Each year the report presents timely analysis of evolving trends in external debt stocks and flows of low- and middle-income countries (LMICs), as well as issues and challenges for development finance. The IDS database provides comprehensive information on external debt stocks and flows of public and private borrowers in LMICs by borrower and creditor, the terms on which external loans are contracted, current and future debt service, and debt indicators in relation to key economic variables. IDR 2024 encompasses: (1) a two-page foreword signed by the World Bank’s chief economist; (2) key takeaways from the report; (3) analysis of external debt stocks and flows for 2013–2023; (4) the macroeconomic and debt outlook for 2024 and beyond; (5) the debt transparency agenda: moving it forward; and (6) one-page summaries per country, plus global, regional and income-group aggregates showing debt stocks and flows, relevant debt indicators and metadata for 5 years (2019–2023). For more information on IDR 2024 and related products, please visit the World Bank’s Debt Statistics website at www.worldbank.org/debtstatistics

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