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This study aims to conduct a literature review on factors that influence the implementation and design of performance measurement systems in nonprofit organizations.

The research strategy is conceived through a literature review focused on the analysis of authorship, supported by bibliometric techniques such as citation, co-citation and co-authorship social networks.

Models and theories proposed for measuring performance in non-profit organizations are being researched, starting to form an intellectual structure related to performance measurement systems and nonprofits. Three main research topics have been given more attention: strategic performance and public service performance, health-care performance and nonprofit operations strategy and performance measurement.

The study is limited to scientific journal papers and could benefit from the addition of new sources of information such as conference papers, books and standards. The body of knowledge of this topic could also benefit from an in-depth investigation through a comprehensive review of models and theories, as a proposal for a future research agenda.

As practical applications are identified, groups of researchers in different countries and subjects that can generate research agendas, scientific communities used to investigate issues related to performance in nonprofit activities.

Performance measurement in nonprofit organizations is a topic of study that has been receiving considerable attention in recent years, to the point that the literature is revealing specific models for measuring performance in this type of organizations. Particular models and theories are being conceived, specializing existing models and theories related to performance measurement and management.

The purpose of this research is to examine the factors that influence the design of performance measurement systems (PMSs) in nonprofit organizations (NPOs) and public administration and explore inter-relationships among these factors.

Findings resulted through the identification of design factors from the paper portfolio of a previous systematic literature review on this topic and the construction of a factor co-occurrence network for the identified factors. 

The methodology helped to determine the relationships among factors and show how these factors influence PMSs in NPOs and public administration. It also helped to demonstrate how PMSs in these organizations are different from PMSs in traditional companies because of the impact of the factors on the complexity and dynamics of NPOs and public administration. The findings and discussion contribute to the performance measurement literature on NPOs and public administration by presenting a set of design factors related to purpose, stakeholders and management.

This paper presents practical implications for managers regarding the PMS design process and shows how some design factors can be particularly related to these organizations

The design factors are particular to the organizational dynamic and should be considered by managers involved with the design (or redesign) process of performance measurement systems.

In the performance measurement and management research field, the applicability of performance measurement systems (PMS) in nonprofit organizations (NPOs) and public administration has been considered a challenge. The diversity of these organizations makes it difficult to define proper terminology and organizational characteristics. PMS evolution has not yet been able to capture all performance dimensions of a public administration and, especially for NPO considering its dynamic and multiple goals. The purpose of this paper is to provide a conceptual framework that identifies and classifies the factors that influence the design of PMSs in NPOs and public administration.

The study was developed through a systematic literature review (SLR). A set of 29 papers were intensely studied, and the results provide a multi-disciplinary and holistic set of factors.

A set of ten factors that influence the design of PMSs in NPO and public administration were found. They were categorized into three groups: factor related to purpose, stakeholders and management.

The study synthesized the literature and provided a conceptual framework of the factors that influence the design of PMSs in NPO and public administration. No individual paper collected in the SLR shows a similar organization of the factors as the present paper. The set of factors indicates the importance of this study for NPO and public administration, and how complex a PMS in an NPO and public administration can become. The conceptual model presented can further assist practitioners in developing design process observing the role that the identified factors play.