Logic model-based performance management systems for export promotion agencies

List of Authors

  1. Stéphane Ruiz-Coupeau ,  
  2. Juan Manuel Ramon-Jeronimo ,  
  3. Raquel Florez-Lopez
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Abstract

Background

Export Promotion Agencies (EPAs) play a crucial role in facilitating the internationalization of small and medium enterprises (SMEs), contributing significantly to economic growth. The complexity of their operations, diversity of services provided, and challenges in attributing outcomes complicate the effective implementation of Performance Management Systems (PMSs).

Method

This study investigates how the Logic Model framework can be utilized as a strategic, structured, and flexible tool to design and implement PMSs tailored to the unique operational needs of EPAs. A qualitative, exploratory multiple-case study approach was applied, involving various types of EPAs within Spain—including provincial, regional, national, and a regional EPA belonging to a European network.

Results

The research identifies significant variability in PMS sophistication and logic model adoption across agencies. The Logic Model, emphasizing causal linkages between inputs, activities, outputs, and outcomes, offers EPAs a coherent framework to enhance transparency, accountability, and strategic learning. An extended illustrative case of a European-networked regional EPA highlights best practices in integrating structured client journeys, performance monitoring, and dynamic feedback mechanisms into service delivery.

Conclusion

This research proposes a comprehensive methodology for implementing Logic Model-based PMSs within EPAs, emphasizing stakeholder participation, flexible indicators, systematic service quality evaluation, and continuous adaptive management. By addressing the identified gaps in performance management practices within EPAs, the study contributes to both academic literature and practical guidelines, ultimately supporting the international competitiveness of SMEs and economic development objectives.

Plain Language Summary

Export Promotion Agencies (EPAs) support small and medium-sized enterprises (SMEs) in expanding to international markets, which contributes to economic growth. However, evaluating the effectiveness of their diverse services can be challenging. This study examines how the Logic Model -a graphic illustration of the relationship between a program's resources, activities, and its intended- effects- can serve as a useful tool to help EPAs design and manage their activities more clearly and effectively. Based on case studies of several EPAs in Spain, the research finds that using the Logic Model improves the ability to plan, monitor, and demonstrate results. It helps agencies better connect their resources, services, and intended outcomes, leading to greater transparency and continuous improvement. A detailed example of a successful EPA shows how this approach can enhance support for SMEs and improve overall agency performance.

Corresponding author
Stéphane Ruiz-Coupeau
0000-0002-0382-6583
Grant information

This research has received funding from the European Union’s COSME programme under grant agreement Nos: 737728, 831357, 879803 and 101052713. It has been also co-funded by the Consejería de Universidad, Investigación e Innovación of the Junta de Andalucía, within the research project SUBV. ProyExcel_00353 Call 2021 (ERDF funding). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.

The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.

Copyright
© 2025 Stéphane Ruiz-Coupeau (Corresponding Author, Co-Author); Juan Manuel Ramon-Jeronimo (Co-Author); Raquel Florez-Lopez (Co-Author) Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.

First version published
Latest version published
Revised

Amendment

This revised version addresses all comments from peer reviewers and significantly strengthens the manuscript in several key areas. First, a visual representation of the Logic Model (Figure 1) has been added alongside a more detailed definition of its components and limitations, improving clarity for readers unfamiliar with the framework. The contextual landscape of Spanish EPAs has been expanded in the “Research Design” section, offering an overview of agency types, sizes, and governance levels to support international readers in assessing transferability.
We have incorporated a deeper institutional perspective on stakeholder dynamics and external accountability pressures, particularly the risks of decoupling between compliance and strategic use of performance data. Methodologically, we clarified that no qualitative analysis software was used and explained how Figure 2 and Table 2 were developed from both interviews and operational data.
Efficiency metrics have been revised to focus exclusively on FTE-based ratios, eliminating cost-based comparisons due to cross-country variability. The case analysis was enriched with additional discussion on benchmarking practices, sustainability dimensions, and performance indicator limitations. The literature review was updated to include recent studies (2021–2025) in public performance management and export promotion, enhancing theoretical grounding.
Finally, the conclusion has been restructured around the two guiding research questions.
These revisions enhance analytical depth, methodological transparency, and practical relevance, aligning the article with the reviewers’ suggestions.

Comments

Authors & roles

Stéphane Ruiz-Coupeau

Department of Accounting and Financial Economics, University of Seville, Seville, Andalusia, 41004, Spain

Roles
Corresponding Author, Co-Author, Conceptualization, Data Curation, Formal Analysis, Funding Acquisition, Investigation, Methodology, Project Administration, Resources, Software, Supervision, Validation, Visualization, Writing – Original Draft Preparation, Writing – Review & Editing
0000-0002-0382-6583

Juan Manuel Ramon-Jeronimo

Department of Financial Economics and Accounting, Pablo de Olavide University, Seville, Andalusia, 41013, Spain

Roles
Co-Author, Conceptualization, Data Curation, Formal Analysis, Funding Acquisition, Investigation, Methodology, Project Administration, Resources, Software, Supervision, Validation, Visualization, Writing – Original Draft Preparation, Writing – Review & Editing
0000-0002-2754-429X

Raquel Florez-Lopez

Department of Financial Economics and Accounting, Pablo de Olavide University, Seville, Andalusia, 41013, Spain

Roles
Co-Author, Conceptualization, Data Curation, Formal Analysis, Funding Acquisition, Investigation, Methodology, Project Administration, Resources, Software, Supervision, Validation, Visualization, Writing – Original Draft Preparation, Writing – Review & Editing
0000-0001-8751-1679

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