Evaluation of Subsidy Programmes

This research group develops the scientific foundations for causal impact analysis of policy interventions within the European Union, with a particular focus on place-based policies. Despite significant public spending on such programmes in many developed economies, there is limited evidence on their effectiveness and efficiency.

Our approach integrates three key dimensions: first, the systematic use of administrative funding data and legislative documents; second, the application of advanced methods in policy impact evaluation; and third, the exchange of knowledge among researchers, policymakers, public administration, and civil society. Without this integration, research risks becoming either overly abstract or disconnected from the institutional and legal realities of policy implementation. By combining these elements, we create robust research designs grounded in real data and legal frameworks.

This approach allows us to generate evidence-based insights that contribute to better informed decision-making—not only in politics but also within civil society. The findings of our work have contributed to the revision and improvement of existing subsidy programmes. The research group is closely embedded in the activities of the Centre for Evidence-based Policy Advice (CEP), ensuring both scientific rigor and practical relevance. In doing so, we embody the leitmotif of the Leibniz Association: theoria cum praxi.

Research Cluster
Economic Dynamics and Stability

Your contact

PD Dr Mirko Titze
PD Dr Mirko Titze
- Department Centre for Evidence-based Policy Advice
Send Message +49 345 7753-861

EXTERNAL FUNDING

05.2024 ‐ 10.2024

Evaluation, Monitoring and Scientific Support of Structural Change in Lusatia, BTU

State of Brandenburg/State Chancellery

PD Dr Mirko Titze

01.2022 ‐ 10.2023

Evaluation, Monitoring and Scientific Support of Structural Change in Lusatia

State of Brandenburg/State Chancellery

PD Dr Mirko Titze

08.2018 ‐ 06.2023

Evaluation of the Joint Task “Improving the Regional Economic Structure” (GRW) through Individual Company Performance Reviews

Federal Ministry for Economic Affairs and Energy (BMWI)

PD Dr Mirko Titze

09.2019 ‐ 09.2022

Establishing Evidence-based Evaluation Methods for Subsidy Programmes in Germany (EVA-KULT)

The project aims at expanding the Centre for Evidence-based Policy Advice at the Halle Institute for Economic Research (IWH-CEP).

see project's webpage

PD Dr Mirko Titze

02.2019 ‐ 01.2022

Analysis and Design of Support Programmes to Manage Structural Change in Regions Affected by the Energy Transition

Federal Ministry of Education and Research (BMBF)

PD Dr Mirko Titze

01.2018 ‐ 12.2020

Networked growth - Innovative Saxony-Anhalt through digital business models (Competence Center 4.0)

PD Dr Mirko Titze

01.2017 ‐ 12.2018

Political Participation in Eastern Germany

Dr Matthias Brachert

12.2015 ‐ 11.2018

Socio-economic Effects of Research on Innovative Approaches for POC Diagnostics

Part of the EXASENS project. Coordinated by the Leibniz Institute of Photonic Technology (IPHT) in Jena, nine Leibniz institutes are working together on researching point-of-care (POC) technology for the prediction and diagnosis of chronic inflammatory respiratory diseases. See press release.

Dr Matthias Brachert

02.2017 ‐ 02.2018

The Importance of Non-University Research Institutions for the Development of Firms and Regions (Be_For_Reg-Projekt)

PD Dr Mirko Titze

01.2015 ‐ 12.2016

Evaluation of the "Joint Task 'Improving the Regional Economic Structure'" in the Federal State of Saxony-Anhalt

PD Dr Mirko Titze

Refereed Publications

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The Identification of Regional Industrial Clusters Using Qualitative Input-Output Analysis (QIOA)

Mirko Titze Matthias Brachert Alexander Kubis

in: Regional Studies, Vol. 45 (1), 2011

Abstract

The 'cluster theory' has become one of the main concepts promoting regional competitiveness, innovation, and growth. As most empirical applications focus on measures of concentration of one industrial branch in order to identify regional clusters, the appropriate analysis of specific vertical relations is developing in this discussion. This paper tries to identify interrelated sectors via national input-output tables with the help of minimal flow analysis (MFA). The regionalization of these national industry templates is carried out with the allocation of branch-specific production values on regional employment. As a result, the paper shows concentrations of vertical clusters in only 27 of 439 German Nomenclature des Units Territoriales Statistiques (NUTS)-3 regions.

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Economic Structure and Regional Performance in Germany, 2002-2007

Alexander Kubis Matthias Brachert Mirko Titze

in: European Planning Studies, Vol. 20 (2), 2012

Abstract

This paper explores the impact of industrial clusters on regional growth at the German labour market region level using a regional convergence model. Based on the results of an exploratory study of the geography of German industrial clusters, we are able to differentiate the impact of industrial clustering from a horizontal and a vertical perspective while taking regional convergence into consideration. The results indicate that in addition to an all-German process of convergence, a specific East German one can be identified. The different types of industrial clusters show mixed effects within this framework. While vertically isolated industrial clusters have a negative impact on regional growth in this period, positive growth effects can be identified when industrial clusters show an intra-regional vertical interconnectedness.

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Identifying Industrial Clusters from a Multidimensional Perspective: Methodical Aspects with an Application to Germany

Matthias Brachert Mirko Titze Alexander Kubis

in: Papers in Regional Science, Vol. 90 (2), 2011

Abstract

If regional development agencies assume the cluster concept to be an adequate framework to promote regional growth and competitiveness, it is necessary to identify industrial clusters in a comprehensive manner. Previous studies used a diversity of methods to identify the predominant concentrations of economic activity in one industrial sector in a region. This paper is based on a multidimensional approach developed by Titze et al. With the help of the combination of concentration measures and input–output methods they were able to identify horizontal and vertical dimensions of industrial clusters. This paper aims to refine this approach by using a superior measure of spatial concentration and by integrating information about spatial interdependence of industrial cluster structures to contribute to a more adequate framework for industrial cluster identification.

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“Geschäftsmodell Deutschland“ und außenwirtschaftliche Ungleichgewichte in der EU

Renate Ohr Götz Zeddies

in: List Forum für Wirtschafts- und Finanzpolitik, 2010

Abstract

Die vergangenen Jahrzehnte waren weltweit durch eine Zunahme der außenwirtschaftlichen Ungleichgewichte gekennzeichnet. Den Leistungsbilanzüberschussländern, insbesondere Deutschland, wird in diesem Zusammenhang zunehmend vorgeworfen, durch zu moderate Lohnsteigerungen wesentlich zum Aufbau der Ungleichgewichte beigetragen zu haben. Vor diesem Hintergrund werden im vorliegenden Beitrag auf Basis einer Paneldatenanalyse die Determinanten der Leistungsbilanzungleichgewichte in der Europäischen Union ermittelt. Die Ergebnisse zeigen, dass die internationale preisliche Wettbewerbsfähigkeit der Länder nur eine von vielen erklärenden Variablen darstellt. Vielmehr gehen die Ungleichgewichte wesentlich auf unterschiedliche Sparneigungen, sowohl der öffentlichen Hand als auch des privaten Sektors, zurück. Folglich wären die an Deutschland gerichteten Forderungen, zum Abbau der Ungleichgewichte die moderate Lohnpolitik zu beenden, allein nicht zielführend. Stattdessen müssen andere Wege gefunden werden, die Binnennachfrage in den Leistungsbilanzüberschussländern zu stärken und die Ausschöpfung bestehender Sparpotenziale in den Leistungsbilanzdefizitländern zu erhöhen.

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Die Identifikation horizontaler und vertikaler industrieller Clusterstrukturen in Deutschland – Ein neues Verfahren und erste empirische Ergebnisse

Mirko Titze Matthias Brachert Alexander Kubis

in: Raumforschung und Raumordnung, 2009

Abstract

Folgt man der Überlegung, dass das Clusterkonzept für die regionale Wirtschaftspolitik Ansatzpunkte bildet, um Wirtschaftswachstum sowie Wettbewerbsfähigkeit von Regionen zu fördern, so setzt dies voraus, industrielle Cluster umfassend zu identifizieren. Bisherige Untersuchungen bedienen sich dazu einer methodischen Vielfalt, ausgehend von spezifischen regionalen Fallstudien über Input-Output-Methoden hin zu verschiedenen Konzentrationsmaßen. Der vorliegende Beitrag verwendet ein für die empirische Clusterforschung neues Instrument – die Qualitative Input-Output-Analyse. Ihr wohnt nach Ansicht der Autoren die Möglichkeit inne, in Verbindung mit Konzentrationsmaßen einen Beitrag zur flächendeckenden Identifikation industrieller Cluster zu liefern. Insbesondere erlaubt die vorgestellte Methodik die Zusammenführung des Tatbestandes einer kritischen Masse von Unternehmen mit dem Merkmal der Interaktion dieser über Input-Output-Beziehungen auch auf größeren regionalen Untersuchungsebenen. Wendet man die Methodik auf die deutschen Arbeitsmarktregionen an, so wird ersichtlich, dass 103 von 270 Arbeitsmarktregionen über Ansätze horizontaler Cluster verfügen, weitere 28 Regionen beherbergen vertikale industrielle Cluster. 139 Arbeitsmarktregionen weisen gemäß dem gewählten Untersuchungsdesign weder horizontale noch vertikale Cluster auf.

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Working Papers

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Is Subsidizing Companies in Difficulties an Optimal Policy? An Empirical Study on the Effectiveness of State Aid in the European Union

Nicole Nulsch

in: IWH Discussion Papers, No. 9, 2014

Abstract

Even though state aid in order to rescue or restructure ailing companies is regularly granted by European governments, it is often controversially discussed. The aims for rescuing companies are manifold and vary from social, industrial and even political considerations. Well-known examples are Austrian Airlines (Austria) or MG Rover (Great Britain). Yet, this study aims to answer the question whether state aid is used effectively and whether the initial aim why aid has been paid has been reached, i.e. the survival of the company. By using data on rescued companies in the EU and applying a survival analysis, this paper investigates the survival rates of these companies up to 15 years after the aid has been paid. In addition, the results are compared to the survival rates of non-rescued companies which have also been in difficulties. The results suggest that despite the financial support, business failure is often only post-poned; best survival rates have firms with long-term restructuring, enterprises in Eastern Europe, smaller firms and mature companies. However, non-funded companies have an even higher ratio to go bankrupt.

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Related Variety, Unrelated Variety and Regional Functions: A spatial panel approach

Matthias Brachert Alexander Kubis Mirko Titze

in: Papers in Evolutionary Economic Geography, 2013

Abstract

The paper presents estimates for the impact of related variety, unrelated variety and the functions a region performs in the production process on regional employment growth in Germany. We argue that regions benefit from the existence of related activities that facilitate economic development. Thereby the sole reliance of the related and unrelated variety concept on standard industrial classifications (SIC) remains debatable. We offer estimations for establishing that conceptual progress can be made when the focus of analysis goes beyond solely considering industries. We develop an industry-function based approach of related and unrelated variety and test our hypothesis by the help of spatial panel approach. Our findings suggest that related variety as same as unrelated variety facilitate regional employment growth in Germany. However, the drivers behind these effects do differ. While the positive effect of related variety is driven by high degrees of relatedness in the regional “R&D” and “White-Collar”-functions, the effects of unrelated variety are spurred by “Blue Collar”-functions in this period.

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