JB

J.L.T. Blank

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A Quantitative Exploration of Labour Market Impacts

The global emphasis on environmental sustainability has led to the rise of "green finance," a financial paradigm focused on environmentally friendly investments. Central to this paradigm are green bonds, designed to fund climate and environmental projects. Their growth has been significant, but their true impact, especially in the face of concerns like greenwashing, requires critical assessment. Understanding the influence of green bonds on labor markets is crucial, as it provides insights into the broader economic implications of this sustainable financial movement. The United Nations’ Sustainable Development Goals (SDGs) serve as a guiding framework for global sustainability efforts. These goals, ranging from eradicating poverty to ensuring environmental protection, aim for realization by 2030. Green bonds, influenced by these SDGs, address the global sustainable financing gap, estimated between $5 to $7 trillion annually. They resonate with core SDG principles, particularly in areas like economic growth and job creation within green supply chains. The SDGs, therefore, form the backbone of the green bond evolution, with specific alignments like SDG Goal 8, which emphasizes "Decent Work and Economic Growth." However, as the green bond market grows, so do concerns about its authenticity and transparency. One such concern is "greenwashing," where initiatives are misleadingly promoted as environmentally-friendly without substantial backing. For instance, while the European Investment Bank’s (EIB) investments in clean transport projects have positively impacted European economies, some green bonds have been criticized for lacking transparency in their fund deployment.
The primary aim of this study is to delve into the influence of green bond issuance on labor market dynamics, specifically focusing on job creation and destruction. Understanding these parameters is vital as they offer insights into the health and vibrancy of an economy. Acquiring data on green bonds presented challenges. Comprehensive databases, while rich in information, often come with substantial access costs. The primary resource for this research was the Climate Bonds Initiative (CBI). However, the selective nature of the CBI’s database meant that not all green bonds in the market were accounted for. The data extraction process was manual, resulting in a dataset that covered green bond issuance from 23 OECD countries from 2014 to 2022. In addition to green bond data, this study also considers short-term interest rates and Domestic Credit to Private Sectors by Banks. These variables are crucial as they play significant roles in influencing lending and investment behaviors, and they offer alternative financial channels to green bonds. The research is underpinned by two main hypotheses. The central hypothesis posits that green bonds have a direct impact on labor markets, potentially leading to either job creation or destruction. A secondary hypothesis suggests that the impacts of green bonds vary across industries, meaning that certain sectors may benefit more than others from green bond issuance. This research delves into the nuanced relationship between green bond issuance and employment dynamics within OECD countries. Findings indicate a significant correlation: for every 1% increase in green bond issuance, there’s a corresponding 0.05% rise in employment on average. Considering the green bond market has witnessed a staggering 90% annual growth since 2016, understanding this relationship becomes paramount. While the overarching data suggests a positive correlation between green bond issuance and employment, it’s essential to note that the impact is not uniform across all industries. This observation aligns with the hypothesis that while some sectors may see job growth due to green bond issuance, others might experience job losses.
Different industries exhibit varied reactions to green bond issuance. For example, sectors like Agriculture and Manufacturing tend to show a negative correlation, possibly due to the capital-intensive nature of sustainable projects in these areas. On the other hand, sectors such as Human Health and Social Work Activities demonstrate a positive correlation, likely attributed to the labor-intensive nature of green initiatives in these fields. An intriguing observation is that while green bonds generally bolster employment, they have a minimal effect on reducing job vacancies, as evidenced by a slight negative coefficient of -0.009 between the Job Vacancy Rate (JVR) and green bond issuance. This research, while comprehensive, has certain limitations. Relying on the job vacancy rate and employment as indicators for job creation and destruction might not encapsulate the full dynamics of the labor market. Additionally, the granularity of the data used could be enhanced for a more nuanced analysis. The study’s focus on 23 countries, sourced from the ICMA green bond database, might not reflect the complete global implications of the green bond market on labor dynamics. Green bonds are undeniably pivotal in guiding the global transition towards sustainability. However, their influence on employment is complex and multifaceted. This research emphasizes the need for a deeper understanding of the nuanced effects of sustainable finance on the broader economic canvas. As global priorities continue to tilt towards environmental sustainability, the insights from this study can serve as a beacon for policymakers and industry leaders. It’s crucial to harness the potential of green bonds effectively while being aware of their diverse impacts across different sectors.
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Applications in Dutch local public services

Doctoral thesis (2021) - T.K. Niaounakis, J.L.T. Blank, C.P. van Beers
Driven by a quest for efficiency, many Western countries have witnessed merger waves across the entire breadth of their public sectors. The underlying assumption is that economies of scale exist in public service delivery; the idea that the average cost of public services decreases as the size of public organizations increases. The analysis of economies of scale in public service delivery and the related quest for the optimal size of public organizations has attracted a great deal of attention from researchers across disciplines. Nonetheless, despite its size, the literature on economies of scale in public service delivery has been characterized as inconclusive and inconsistent in many areas. As a result, it has proven difficult for researchers to provide policy makers and public managers with consistent recommendations regarding the optimal scale of public organizations and, more generally, the extent to which public services can expect to benefit from economies of scale. The analysis of economies of scale is subject to several methodological challenges. This dissertation focuses on one specific methodological concern: it departs from the observation that a troublesome factor in the analysis of economies of scale is the conceptual complexity of ’scale’. In essence, complexity here refers to the notion that there is more to the scale of public service delivery than simply the administrative size of the organizations that deliver those services. Typically, economies of scale are investigated by comparing the (average) cost of homogeneous organizations - such as hospitals, local governments or schools - to measures of size, in which the administrative, overall organization is the unit under investigation. However, large organizations may be organised into many smaller units and vice versa, or some services such as ICT may be subject to more economies of scale than others. ...

Analyzing the impact of fall prevention programs and evaluating the applicability of a Health Impact Bond

Master thesis (2019) - Joost van Berckel, Jos Blank, Haiko van der Voort, Umar Ikram
Fall prevention programs hold great promise to improve quality of life among older adults and to decrease healthcare expenditures. However, there are substantial barriers for entrepreneurs working in the elderly care to set up fall prevention programs, due to the size of the investments required, the uncertainty of the parties about the potential benefits from the reduction in healthcare expenditures and the divergence of interests within our fragmented healthcare system. Hence, a method to assess the effect of fall prevention programs is needed, and, if these programs indeed appear to have a positive effect on the healthcare costs, there might be possibilities to use an innovative financing structure, such as a Health Impact Bond (HIB), to encourage the implementation. A HIB is a performance-based instrument by which the financial risk shifts from local implementers to investors. During this research, a python tool was developed to determine the effect of fall prevention programs using hospital data. By doing a case study in Dordrecht, the economic feasibility of a HIB for fall prevention programs was assessed. A Difference-in-Differences design was used to determine the effect of the fall prevention programs on both the number of injurious fall incidents and healthcare costs. Other barriers for setting up these programs using a HIB regarding governance and law were identified. ...