Sustainable Cities and Communities
Benchmarking Econometric and Machine Learning Methodologies in Nowcasting
May 2022
Working Paper
Nowcasting can play a key role in giving policymakers timelier insight to data published with a significant time lag, such as final GDP figures. Currently, there are a plethora of methodologies and approaches for practitioners to choose from. However, there lacks a comprehensive comparison of these disparate approaches in terms of predictive performance and characteristics. This paper addresses that deficiency by examining the performance of 12 different methodologies in nowcasting US quarterly GDP growth, including all the methods most commonly employed in nowcasting, as well as some of the most popular traditional machine learning approaches. Performance was assessed on three different tumultuous periods in US economic history: the early 1980s recession, the 2008 financial crisis, and the COVID crisis. The two best performing methodologies in the analysis were long short-term memory artificial neural networks (LSTM) and Bayesian vector autoregression (BVAR).
Mainstreaming Ageing - Revisited
Apr 2022
Working Paper
The population of the UNECE region is ageing: one in four people will be 65 years old or above by 2050 compared to one in six today. Population ageing has social and economic implications for which societies need to prepare. This requires a coordinated, whole-of-government and whole-of society effort to bring societies and economies into harmony with demographic change, otherwise known as "mainstreaming ageing". A more effective integration of ageing into all policies at all levels will enhance societal preparedness for population ageing and benefit all age groups. This Policy Brief highlights seven key "enablers" for mainstreaming ageing: political and executive leadership, strategic frameworks, governance and coordination mechanisms, age-sensitive analysis and impact assessments, capacity development, enhanced awareness, data and analysis to inform policies, and participatory policymaking.
Policy Implications of the Disruption of the Implementation of the 2020 World Population and Housing Census Programme Due to the COVID-19 Pandemic
Oct 2021
Working Paper
Population and housing censuses are not being carried out as they were planned before the pandemic. National authorities to remain fully committed to conduct the censuses depending on national circumstances. Postponing census-taking will have adverse impact on assessing the effects of national development policies due to lack of granular census statistics in the 2020’s
Growing the Good and Shrinking the Bad: Output-emissions Elasticities and Green Industrial Policy in Commodity-dependent Developing Countries
May 2022
Working Paper
This paper attempts to answer a series of questions that continue to hamstring the policy space of commodity dependent developing countries (CDDCs), particularly considering commitments made in the context of climate change adaptation and mitigation measures. First, is it possible for CDDCs to meet their development goals while also fulfilling their commitments to climate change mitigation? Is it possible to manage the commodity sector in a way that fosters growth without worsening environmental outcomes? Can CDDCs at their current development stage decouple economic growth and development from increasing emissions, environmental pollution, and resource depletion? While the international community needs to consider the challenges facing CDDCs as they attempt to move towards a low-carbon growth path, CDDCs should embrace green industrial policies to position themselves as viable producers and exporters of green goods. Continued reliance on traditional commodities in an era of green transition may not be a viable long-term option.
Social Benefits and the Feedback Effect of Child Poverty in European Countries
May 2021
Working Paper
This paper examines how social benefits contributed to reducing the scarring effects of monetary poverty among children in European countries in the years following the Great Recession. Based on the European Union Statistics on Income and Living Conditions database, our findings highlight that social benefit functions differ in their ability to reduce the risk of monetary poverty for children with previous experience in poverty. While family/children’s benefits are crucial in reducing child poverty in general, they are not significant in terms of reducing the scarring effects of child poverty. Old age/ survivors’ benefits meanwhile appear to be a significant support for children with prior experience in poverty. Empirical evidence thus suggests the effectiveness of social transfers to combat occasional child poverty does not always coincide with their effectiveness in preventing children from remaining in poverty year after year.
COVID-19 and Beyond: Scaling Up Private Investment for Sustainable Development
Jun 2021
Working Paper
The decisions taken by institutional investors, commercial banks, capital market actors and corporations have a strong impact on the magnitude and quality of private investment available for the SDGs. To scale up available private finance and investment for sustainable development, it is necessary to address the incentives of the above actors through a combination of regulatory and institution/industry-specific measures. Further action is needed to better channel investment to countries and SDG-related sectors that are most in need. The development of innovative and scalable global platforms, instruments and funds would be an important first step in this regard. Additionally, to enhance the impact of given investment on sustainable development, and to avoid green or SDG-washing, it is necessary to advance industry-based standards for impact measurement and support the development and implementation of a clear set of SDG related metrics that can be integrated into existing reporting frameworks.
Accelerate Action to Revamp Production and Consumption Patterns: the Circular Economy, Cooperatives and the Social and Solidarity Economy
Aug 2021
Working Paper
Achieving sustainable development requires determined actions to revamp production and consumption patterns, creating a resource-efficient and resilient post-pandemic recovery. The notion of the circular economy facilitates greater level of social and environmental sustainability, by emphasizing the vision of an economic system that designs out waste and pollution, keeps products and martials in use and recognizes the residual value in natural resources and post-consumption waste, to regenerate the natural system. Cooperatives and other enterprises of the Social and Solidarity Economy (SSE) are recognized as taking a leading role in incorporating the circular economic model into their businesses and communities. More supportive measures from governments are needed to strength their contribution to accelerated progress towards the goals of the 2030 Agenda. Continued efforts to improve statistical information on the circular economy, cooperatives and the wider SSE will help inform policy-making and facilitate transition to sustainable production and consumption.
Strengthening Disaster Risk Reduction and Resilience for Climate Action through Risk-informed Governance
Oct 2022
Working Paper
Governments that consider risk in policymaking and successfully integrate risk management into their governance frameworks and development have a better record of DRR and resilience building. Climate change is already changing the frequency and intensity of natural hazards, as well as increasing the vulnerabilities of countries in special situations including Small Island Developing States (SIDS). Ensuring risk-informed governance for climate action requires citizen-centric approach through the whole-of-society and whole-of-government approaches including the leverage of government innovation and frontier technologies for DRR and resilience. Emerging trends globally show that there is a stark upsurge in the number of disasters in this century compared to the previous one. Over the past two decades, climate-related disasters have nearly doubled compared to the preceding twenty years, affecting more than 4 billion people.
A World of 8 Billion
Nov 2022
Working Paper
On 15 November 2022, the world’s population is projected to reach 8 billion people, having grown by 1 billion since 2010. This is a remarkable milestone given that the human population numbered under 1 billion for millennia until around 1800, and that it took more than 100 years to grow from 1 to 2 billion. By comparison, the increase of the world’s population over the last century has been quite rapid. Despite a gradual slowing in the pace of growth, the global population is projected to surpass 9 billion around 2037 and 10 billion around 2058 (figure 1). This rapid growth of the human population is a testament to achievements in public health and medicine, such as improvements in sanitation and disease control, better access to clean drinking water, and the development of vaccines, antibacterial drugs and other effective medical therapies. Together with improved nutrition and rising standards of living, such achievements lowered the risk of dying, especially among children, and generated an unprecedented growth of populations throughout the world.
The Challenging Roles of Informal Carers
Sep 2019
Working Paper
There are different approaches to responding to the growing long-term care needs of ageing populations across the UNECE region. Societies rely to a varying extent on the unpaid labour of informal carers who cover an estimated 70 tp 95 percent of all care needs. While informal unpaid care saves public spending on formal care services, the reliance on informal care has many hidden costs. It not adequately supported in their role, informal carers can face negative impacts on their health and well-being, and be forced to reduce or quit employment - putting themselves at risk of poverty and social exclusion. The challenges associated with informal care not only affect carers themselves but society at large: intensive informal caregiving can result in higher demand and costs for health care as a consequence of its negative impact on the physical and mental health of carers, reduced labour market participation and consequently higher risks of poverty and social exclusion.
Migration and Older Age
Jul 2016
Working Paper
The UNECE region is experiencing a steady increase in the number and diversity of retired labour migrants and migrant eldercare workers. The international mobility of older persons is also on the rise. Yet the participation of migrants in the host communities and their access to welfare remains a challenging issue. Compared to native-born peers, older migrants are often more vulnerable to poor socio-economic and health status, social isolation and exclusion. Lower income, poorer working and housing conditions, including their concentration in low-income neighbourhoods, are among the factors affecting the life trajectories of many migrants. Migrant elder carers – independent of their age – often work informally without proper employment contracts and with limited access to health and social protection. There is, however, heterogeneity and variation in older migrants’ vulnerabilities and needs across and within ethnic groups, with consequent important welfare implications, which call for targeted policy responses at local, national, and international levels. A sound evidence base for such policy responses is lacking as older migrants are often overlooked in research, mainly due to a lack of data.
Older Persons in Rural and Remote Areas
Mar 2017
Working Paper
Rural and remote areas in many countries experience more pronounced population ageing than urban areas and subsequently, have a higher share of older residents. Lower population density and more geographically dispersed populations make it more difficult and expensive to create and maintain a comprehensive service infrastructure as common in urban areas. Consequently, rural populations have less access to services and activities and their situation may aggravate further when combined with poorer socio-economic conditions. This puts rural populations at a disadvantage compared to urban ones and can be particularly problematic for older people who may face a greater risk of social isolation, reduced mobility, lack of support and health care deficits as a result of the place in which they live.
Seizing the Peace Dividend: Private Sector Contributions to Forging Resilient Societies
Apr 2022
Working Paper
This policy brief explores the auspicious role the private sector can play in addressing fragility, responding to crises and building resilient communities to prevent conflict and sustain peace. To that end, the brief identifies five dimensions through which national and local governments, policymakers and development practitioners can leverage the largely under-tapped experience, expertise and connections of the business community in sustaining peace. Furthermore, by moving beyond typical frameworks on engaging the private sector solely for resource mobilization, this policy brief provides new insights for businesses themselves on how and why they should align their activities with people, planet, profit and . . . peace.
Preparing Cities for Climate Displacement: Insights from Anticipating Futures in Viet Nam and Pakistan
Apr 2024
Working Paper
Extreme weather events and rising sea levels are having an increasing impact on human mobility, especially within specific countries. In 2022, for example, there were 32.6 million disaster-induced displacements around the world, the highest figure seen in a decade, and 70 percent of these took place in Asia Pacific regions. Policy actors need to anticipate and prepare for future human mobility patterns exacerbated by the effects of climate change to ensure that those who move have their human rights protected and can contribute meaningfully to the communities in which they arrive. Knowing how to anticipate, invest and act on these futures now and needing to react to immediate priorities is, however, challenging. This paper outlines the promise of an anticipatory policy design approach that blends predictive analytics with qualitative foresight to provide the data and space that stakeholders need to effectively adapt and anticipate such events. The approach is introduced here as part of an initiative to analyse the scale and effects of migration to Ho Chi Minh City, Viet Nam and Karachi, Pakistan by 2050 as a result of the effects of climate change.
From Commodity to Common Good: A Feminist Agenda to Tackle the World’s Water Crisis
Aug 2023
Working Paper
Safe drinking water and sanitation are essential for the full enjoyment of life and all human rights. They are particularly important for women and girls, who are most often the primary users, providers and managers of water in their households. Where running water is unavailable at home, women and girls are the ones primarily responsible for traveling long distances to collect it. The lack of safe water and adequate sanitation facilities exposes women and girls to illness, violence and hampers their ability to learn and earn an income. With the objective of raising awareness around the gender and water nexus, UN Women has embarked on the production of an SDG Spotlight paper focused on evaluating SDG 6 from a gender perspective. The short paper reviews the state of gender equality as it relates to SDG 6 and showcases how a gender perspective, along with robust data disaggregation by sex, and other relevant characteristics can inform and strengthen the discourse around SDG 6 acceleration. Pressing data gaps and measurement challenges, along with policy recommendations are also captured and discussed in the paper.
Older Persons in Vulnerable Situations
Jun 2023
Working Paper
At any age, intersecting factors such as poverty, disability, social isolation and exposure to abuse can increase the risk of vulnerability and weaken resilience in the case of adverse events. The COVID-19 pandemic, rising inflation, natural disasters, and war are examples of adverse events that have disproportionately affected vulnerable persons, including many older persons. Often, the capacities and vulnerabilities of older persons remain invisible as their voices are less heard and their needs less known due to a lack of data and research, and their insufficient involvement in decision-making. A key challenge, therefore, is to inform, design and implement comprehensive policies that protect vulnerable older persons from adverse outcomes, enhance resilience and allow them to fulfil their full potential in later life. The policy strategies presented in this Policy Brief cover the areas of income and housing, health and long-term care, prevention of violence, abuse and neglect, and social participation as well as the importance of adequate data and research and the involvement of older persons in decision-making.
Can Targeted Interventions Mitigate the Adverse Drivers of Irregular Migration and Forced Displacement?
Nov 2021
Working Paper
This paper discusses how targeted interventions, either at the local or sectoral level, may shape migration and forced displacement dynamics. To assess the channels through which public policies and development initiatives potentially affect human mobility intentions and outcomes, the paper first focuses on the many—and sometimes counterintuitive—reasons why people leave their countries of origin. The drivers of both ‘voluntary’ migration and forced displacement span all dimensions of people’s lives, including economic, social, political and environmental ones. The paper then analyses the empirical evidence on the observed impact of targeted interventions on the propensity to move, either by choice or by force. The literature on the consequences of local and sectoral interventions on the behaviour of individuals in terms of human mobility remains limited, and new approaches are needed to capture more consistently the different channels of transmission. The paper thus offers potential research avenues and methodological options for better understanding of how targeted interventions can contribute to mitigating the adverse drivers of irregular migration and forced displacement.
Multidimensional Poverty Reduction: An Unaccomplished Mission in Several Arab Countries
Jun 2025
Working Paper
Building on the second Arab Multidimensional Poverty Report (2023), this policy brief offers a critical update on the state of multidimensional poverty in selected Arab countries. Drawing on recent survey data from three Arab middle-income countries, Egypt, Jordan, and Tunisia, and three least developed countries (LDCs), Comoros, Mauritania, and Yemen, the brief highlights nuanced and often persistent challenges. The brief reveals that while some progress has been made in certain areas, multidimensional poverty in several Arab countries, particularly LDCs, has remained alarmingly high or seen only marginal reductions over the past decade. It underscores an urgent need for policymakers to intensify efforts in key areas such as education, essential public services, and basic living conditions. This brief provides critical, data-driven insights for stakeholders to address the complex and varying challenges of multidimensional poverty, advocating for targeted interventions and sustained efforts to foster equitable development across the Arab region.
خفض الفقر المتعدد الأبعاد: مهمّة لم تُنجز بعد في عدّة بلدان عربية
Jun 2025
Working Paper
يستند الموجز إلى التقرير العربي الثاني حول الفقر المتعدد الأبعاد (2023)، ويعطي صورة محدّثة عن حالة عدد من البلدان العربية. ويعتمد في التحليل على بيانات مسوح حديثة من ثلاثة بلدان متوسطة الدخل هي الأردن وتونس ومصر، وثلاثة بلدان من الأقل نمواً هي جزر القمر وموريتانيا واليمن. ويستعرض التحديات الجديدة والمستمرة التي يواجهها كلٌّ من هذه البلدان. ورغم التقدّم الذي يبيّنه الموجز في مجالات معينة، يظهر أنّ الفقر المتعدد الأبعاد لا يزال مستشرياً لا سيما في أقل البلدان نمواً، إذ لم يسجّل سوى تراجع هامشي أو بقي مرتفعًا جداً على مدار العقد الماضي. ويؤكد الحاجة الملحة ليكثّف واضعو السياسات جهودهم في مجالات رئيسية مثل التعليم، والخدمات العامة، وظروف المعيشة الأساسية. ويقدّم الموجز مشورةً مدعومةً بالبيانات تساعد أصحاب المصلحة في التصدّي للتحديات المعقدة والمتغيّرة المرتبطة بالفقر المتعدد الأبعاد، ويدعو إلى إجراءات محدّدة وجهود متواصلة تسهم في تحقيق تنمية عادلة في أنحاء المنطقة العربية.
تقرير حالة الهجرة الدولية في المنطقة العربية لعام 2025 العلاقة بين الهجرة والتنمية: مساراتٌ نحو الازدهار: موجز سياسي
Jun 2025
Working Paper
لقد شهدت العلاقة بين الهجرة والتنمية اهتماما متزايدا في السنوات الأخيرة، على الصعيدين العالمي والإقليمي، مما يعكس الأثر العميق لتنقّل السكان على بلدان المنشأ وبلدان المقصد داخل المنطقة وخارجها. وتتناول طبعة عام 2024 من تقرير حالة الهجرة الدولية في المنطقة العربية العلاقة الهامة بين الهجرة والتنمية في منطقة تمر بتحولات ديموغرافية واقتصادية واجتماعية وتكنولوجية تحويلية. ويقدم التقرير تحليلا لاتجاهات الهجرة والتحديات والفرص، مع التركيز على الدور المزدوج للهجرة بوصفها محركا ونتاجا للتنمية. وتسلط الرؤى الرئيسية الضوء على إمكانات الهجرة للمساهمة بشكل إيجابي في المجتمعات المضيفة وبلدان المنشأ. فالمهاجرون يجلبون مهارات ومعارف وتنوّعات ثقافية قيّمة، بينما تدعم التحويلات المالية الأسر وتقلل من الفقر وتحفّز النمو الاقتصادي. لكنّ تحقيق هذه النتائج يتطلب سياسات تحمي حقوق المهاجرين وتعظّم مساهماتهم في التنمية. هذا وإنّ التعاون الإقليمي ضروري أيضا، حيث إن الطبيعة المترابطة للبلدان العربية تعني أن سياسات الهجرة في بلد من البلدان قد تؤثر بشكل كبير على جيرانه. ويقدم هذا التقرير خارطة طريق لتسخير إمكانات الهجرة، مع التصدي للتحديات التي تواجهها. فمن خلال اعتماد نهج شامل واستشرافي، يمكن للمنطقة العربية أن تنصّب الهجرة كمصدر للقوة والقدرة على الصمود والازدهار المشترك.
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