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The literature highlights the relevance of performance measurement and management system in small and medium enterprises (SMEs) to face the current competitive environment. However, a number of studies investigate how performance measurement and management system is effective for evolving and how contingency factors could influence this change. Newer experiences are sporadic and rarely investigated by researchers and practitioners. The purpose of this study is to identify the feasible evolutionary path of performance measurement and management system in leading SMEs to respond to current business challenges. Furthermore, it aims to contribute to the understanding of the role of key contingency factors influencing this evolution.

A longitudinal case study, based on retrospective and real-time investigations, is performed to investigate the primary evolutions of the performance measurement and management system and its key determinants.

The findings highlight two evolution paths, increasing the maturity of performance measurement. The first path highlights a strong command and control of performance management; the second path shows a democratic and participative of performance management. Moreover, management information system, organizational culture and management style are highlighted as key contingency factors in the change of performance management.

The authors contribute to knowledge in performance measurement field, showing how the efforts for developing performance measurement and management system in a leading SME could determine two different evolutionary paths. Furthermore, the paper describes the increasing role of organizational culture, management style and management information system in performance management evolution, as well as the relevance of online chats and social media in performance management activities.

Literature highlights the impact of culture on managerial processes in general and the performance measurement system (PMS) in particular. However, understanding how organizational culture (OC) influences the PMS remains a challenge, especially in SMEs as in these companies the studies are very limited. The purpose of this paper is to investigate how OC influences PMSs in manufacturing SMEs.

To achieve the above purpose, a case study approach has been adopted. Four manufacturing SMEs with heterogeneous OC were investigated by means of companies’ documents reviews, participant observations and semi-structured interviews. A conceptual framework based on the competing value framework proposed by Cameron and Quinn (1999) and the PMS typology proposed by Garengo (2009) has been used to investigate the impact of OC on PMS.

According to the results, OC has a huge impact on PMS in manufacturing SMEs. The dimensions of “internal/external focus” influence strategy formalization, monitoring of the external environment and performance review. The “flexibility/control” dimensions influence the adoption of the balanced (or unbalanced) set of performance measures a company uses.

This paper contributes to clarifying how OC influences PMSs in manufacturing SMEs. Moreover, the study of interplay between flexibility/control dimensions and internal/external dimensions supports the identification of three theoretical propositions and four PMS types related to the four different OCs identified by Cameron and Quinn (1999).

Literature identifies the key relevance of human resource management (HRM) in the creation of an organisational performance measurement and management system, while, in practice, small and medium-sized enterprises (SMEs) continue to prioritise financial and operational aspects. This study aims to identify the main characteristics that typify an advanced performance measurement and management system in SMEs, according to the literature dedicated to performance measurement and HRM.

Through a multiple-case study methodology, the research deeply investigates four European SMEs. Empirical data were collected through interviews, company documents and direct observations. Then, within- and cross-case analysis were implemented to analyse the data.

In designing organisational performance measurement and management systems in SMEs, HRM emerges as essential in supporting the enhancement of the maturity of performance measurement and the improvement of performance management. Through a framework based on the relevant literature, this research identifies three conceptual propositions that highlight the main characteristics that typify advanced performance measurement and management systems in SMEs.

The research identifies a conceptual framework suitable to investigate empirically the role of HRM in developing performance measurement and management systems at SMEs, and it lays the foundation for future broader empirical studies in this field.

This paper underlines HRM as an important driver in the creation of organisational performance measurement and management systems. Moreover, it suggests some key characteristics that such a system should develop to be effective in the target enterprises.

Current literature recognised big data as a digital revolution affecting all organisational processes. To obtain a competitive advantage from the use of big data, an efficient integration in a performance measurement system (PMS) is needed, but it is still a “great challenge” in performance measurement research. This paper aims to review the big data and performance measurement studies to identify the publications’ trends and future research opportunities.

The authors reviewed 873 documents on big data and performance carrying out an extensive bibliometric analysis using two main techniques, i.e. performance analysis and science mapping.

Results point to a significant increase in the number of publications on big data and performance, highlighting a shortage of studies on business, management and accounting areas, and on how big data can improve performance measurement. Future research opportunities are identified. They regard the development of further research to explain how performance measurement field can effectively integrate big data into a PMS and describe the main themes related to big data in performance measurement literature.

This paper gives a holistic view of big data and performance measurement research through the inclusion of numerous contributions on different research streams. It also encourages further study for developing concrete tools.

Literature describes the transformation process of employees’ individual competences into firm-specific competences as a great challenge in the performance management and management field. Recently, to favor the transformation of competences, some companies have adopted enterprise social networking (ESN). However, not enough studies support the understanding of its role in performance management and measurement and scant attention is given to the inclusion of competences in a holistic performance measurement and management system (PMMS). To help close this gap, the purpose of this paper is to develop knowledge on the role of ESN in measurement and management of competences to favor the development of a holistic PMMS.

The research adopts a multiple case study methodology using a qualitative meta-analysis. It investigates 32 multinational companies by case studies available in the scientific literature.

The results highlight the use of ESN as a relevant support for the development of a holistic PMMS based on a high maturity in performance measurement and a democratic and participative approach in performance management. ESN provides real-time data collection, analysis and reports that encourage a democratic and participative performance management. It facilitates relationships, knowledge sharing and favors a high maturity performance measurement.

The paper provides implications for theory, practice and society. First, the paper rationalizes the impact of ESN usage on performance measurement and management. Second, it offers new knowledge supporting practitioners in the development of holistic PMMS. Third, it highlights that ESN favors people in self-expression of own capacity, sharing artwork and knowledge on specific topics.

The literature highlights the key role of human resource management in developing effective organizational performance measurement and management. To understand the state of the art of this role, the paper reviews the literature on human resource management in the performance measurement and management domain.

The paper conducts a bibliometric literature review on 1,252 articles to identify the prevailing research trends and the conceptual structure of human resource management in the performance measurement and management domain.

The study highlights a growing number of publications and four themes related to human resource management in performance measurement and management. It also underlines the shift from static to the dynamic performance measurement and management systems within organization which is expected to be more suited to current and future contexts.

The paper highlights the need to manage the identified themes as strategic organizational assets and further develop the strategic dimension of human resource management practices leveraging on project management and information systems.

The paper goes beyond the traditional focus on performance appraisal of human resource management studies and assumes the challenge of connecting two research fields: human resource management and performance measurement and management.

Since the 1980s, performance measurement and management (PMM) has been described as an essential element of new public management (NPM) reforms. The purpose of this paper is to provide an overview of the current state of the art and future research opportunities for PMM in public sector management.

The paper carried out a bibliometric literature review using two main techniques named (1) performance analysis and (2) science mapping techniques. It investigated the academic research area describing the main publications' trend, the conceptual structure and its evolution from 1996 to 2019.

The results highlighted the growing relevance of PMM research in public organisations and confirmed a great interest of the business, management and accounting literature on PMM in public sector management. Furthermore, the results also described a conceptual structure of the public PMM literature analysed and its evolution being too generic to answer public organisations' needs. The results identified five main research gaps and research opportunities.

Although the adoption of rigorous bibliometric techniques was recognised as being useful for assessing the academic research study, the paper describes the business, management and accounting literature contributing to new theoretical and practical future opportunities.

This paper proposes an SME oriented Industry 4.0 maturity framework to explore the interplay between manufacturing processes, performance measurement system and management practices (PMM). Given that the fourth industrial revolution, famously referred to as Industry 4.0, is a new paradigm for manufacturing firms, it is crucial to know the ‘as-is’ state or maturity of SMEs' manufacturing processes and link it with their PMM. Despite the availability of numerous maturity models, no previous study has tried to link the maturity of manufacturing processes with performance measurement and management.

Due to the exploratory nature of the study and the lack of theoretical base for Industry 4.0 maturity and PMM interaction, especially in the SME context, a multiple case study approach has been adopted due to its robustness and effectiveness under such circumstances.

There is a strong interplay between the maturity of manufacturing processes and PMM. The firms that have invested in their manufacturing processes have also developed performance measurements. Overall, performance measurement is more developed than performance management practices.

The characteristics of the interplay between the maturity of manufacturing processes and PMM are summarized in three main propositions. Moreover, the study provides practitioners with an assessment framework to help SMEs evaluate the current state of their manufacturing processes and PMM to highlight the areas of improvement towards the I4.0 expedition.

This paper aims to investigate the gap between theory and practice in performance management in small and medium‐sized enterprises (SMEs) and analyse it in the light of specific SME characteristics and needs, to identify how SMEs can develop their managerial practice for effective performance management.

The design of the study is based on literature review and multiple case studies. Combining both approaches and investigating a spectrum of 37 European SMEs through 232 semi‐structured and face‐to‐face interviews with managers helped the authors to provide theoretical and empirical evidence to offer a more effective performance management process for SMEs.

The paper found that SMEs engage with a four‐stage performance management process, although there are some gaps between their practice and the complete process as recommended in literature. SMEs seem to be more focussed on internal and short‐term planning, whereas they pay less attention to long‐term planning. The main challenge for making performance management practice more effective lies in an appropriate, balanced use of strategic and operational practices and relevant measures. Therefore, managerial activities such as vision, mission and values development, internal and external communication, change management and horizon scanning represent recommended areas for improvement.

The paper suggests a number of ways to improve the SME managerial practice to achieve a more balanced view of the whole performance process, which includes the mechanisms for the development and implementation of good practice in performance management.