Small and young businesses are essential for job creation, innovation, and economic growth. Even most of the superstar firms start their business life small and then grow over time. Small firms have less internal resources, which makes them more fragile and sensitive to macroeconomic conditions....

Der Länderindex Familienunternehmen 2024 vergleicht zum zehnten Mal seit 2006 die Standortbedingungen für Familienunternehmen in den wichtigsten Industrieländern. Konzeptionell orientiert sich der Standortvergleich an den Faktoren, die für die Geschäftsmodelle großer Familienunternehmen...

Industrial estate (IE) was established to obtain economic, territorial, and environmental advantages. A high occupancy rate indicates an IE's success, which depends on thorough IE planning and preparation. However, the literature has not fully explored a comprehensive measurement of IE readiness...

This paper aims to reassess multidimensional poverty measurement including the ease of doing business as an additional indicator with the existing measurements for 81 countries by human development, and identify how multidimensional poverty has changed during a very short period from 2014 to...

The tourism industry is highly susceptible to global economic fluctuations and uncertainties. Understanding the asymmetric effects of macroeconomic factors on tourism demand is crucial for developing effective policies and strategies in the sector. This study examines the asymmetric impacts of...

To consider legal standards in empirical research designs, the qualitative information of the law needs to be transferred in a numerical variable. The challenge in creating such a variable consists in finding the right balance between high information density and transparency while keeping the...

Since the publication of the previous (2022) RISE edition, progress toward universal electrification reversed course for the first time in 20 years. About 685 million people, most of them living in Sub-Saharan Africa, lacked access in 2022. While RISE electricity access scores climbed in many...

We develop a statistical-methodological framework for a set of core commercial real estate market indicators, which consists of a market price index, a gross rent index, and a net rental yield index as well a vacancy rate. We argue that the indicators should be (macro-)consistent, meaning that...

This study develops a multi-dimensional composite index to measure financial inclusion in Ethiopia, using a two-stage Principal Component Analysis based on ten traditional and five digital indicators from 2015 to 2023. The results reveal a significant increase in Ethiopia's financial inclusion...

Digitalisation has become a transformative force revamping economies, societies, and governance systems. It has fostered innovation and enhanced global competitiveness in an interconnected world. This study aims to construct a composite index for digitalisation to evaluate global digitalisation...

This note presents the 9th edition of the World Bank's Multidimensional Poverty Measure (MPM) database, drawing on the latest country data from the Global Monitoring Database (GMD) as of June 2025. The MPM offers a broader view of poverty by examining deprivations along three dimensions of...

The issue of introducing a vulnerability indicator in an aid allocation formula such as the Performance Based Allocation (PBA) used by several Multilateral Development Banks (MDBs) has been discussed for a long time. Three reasons make it particularly desirable to now reconsider the issue.

Institutional investors increasingly value alternative assets in strategic asset allocation, with private debt emerging as a key asset class. However, its shortage of market history has hindered the development of standardized proxy benchmarks. For that, many institutional investors still do not...

We analyze a large panel of units grouped by shared extreme value indices (EVIs) and aim to identify these unknown groups. To achieve this, we order the Hill estimates of individual EVIs and segment them by minimizing the total squared distance between each estimate and its corresponding group...

Housing rents are one of the most important and difficult elements of spatial cost of living comparisons. Difficulties arise from the lack of sufficiently detailed and harmonized data, especially at the international level. The emergence of Airbnb has created a valuable new source of...

This article is an excerpted chapter from a research handbook on inflation in which we document measurement issues in the compilation of consumer price indexes. From defining the conceptual target to sampling, repricing, and aggregating the data, there are numerous issues that arise. In this...

Economic stability in emerging market economies is increasingly shaped by the interplay between global financial integration, domestic monetary dynamics, and asset price fluctuations. Yet, early detection of financial market disruptions remains a persistent challenge. This study constructs a...

Aim of this study is to examine the coherence of consumer price indices (CPI) variants in Pakistan using time series data. The techniques of data analysis are descriptive statistics and wavelet analysis. Plots of CPI variants show more frequent changes as compared to the base year / month from...

This study aims to improve the understanding of quality of life (QoL) by evaluating key indicators, identifying influential factors, and assessing their relative weights. This study utilizes panel data from 181 cases across 32 European countries (2012-2017). The study employs exploratory and...

Okun's misery index (MI), the sum of unemployment rate and inflation rate, is a popular measure of the state of the economy and thus of (macro) '' Economic Discomfort'' as well as of government performance. We calculate the MI and some augmentations for Germany (until 1990: West Germany) for the...

We propose a sentiment-based financial stress index (S-FSI) for Russia from January 2018 to June 2024. The index is based on the intensity of internet searches in Russian via Google and Yandex for terms with negative connotations about financial stability. The terms in our index form a unique...

This Technical Report documents the construction and coverage of the IWH European Real Estate Index (EREI). Since 2018, we have used machine-learning methods to collect monthly listings of residential real estate available for sale or rent in up to 20 European countries. The Technical Report...

As climate change intensifies, countries experience varying degrees of vulnerability and resilience that influence their capacity to withstand and recover from environmental, economic, and social shocks. This study introduces the Multidimensional Vulnerability and Lack of Resilience Index...

Forecasting stock markets is challenging due to the influence of various internal and external factors compounded by the effects of globalization. This study introduces a data-driven approach to forecast S&P 500 returns by incorporating macroeconomic indicators including gold and oil prices, the...