Francisco de Sousa Ramos
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Previous Organizations / Institutes
The organizations / institutes from the scholar's other articles in the past ten years
Research Subjects
Francisco de Sousa Ramos has a total of 43 co-authors. Here are the top co-authors by number of shared publications:
- Eduardo Tavares Gomes
Universidade Federal de Minas Gerais, Brazil
4 shared publications - Jacqueline Augusta Do Nascimento Oliveira
Universidade Federal de Pernambuco, Brazil
4 shared publications - José Roberto Rocha da Silva
Universidade Federal de Pernambuco, Brazil
4 shared publications - Kleyton Santos de Medeiros
Teaching, Research, and Innovation Institute, Liga Against Cancer, Natal, Brazil; Postgraduate Program in Health Sciences, Federal University of Rio Grande do Norte, Natal, Brazil
4 shared publications - Nara Gabriel Nigro Rocha
Universidade Federal de Pernambuco, Brazil
4 shared publications - Karlos Eduardo Arcanjo Da Cruz
Universidade Federal de Pernambuco, Recife, Brazil
2 shared publications
Latest Publications
- 19 January 2026
- Published by Springer Nature in Annals of Operations Research
- Vol. 358 (2) , 929-983
Data envelopment analysis and game theory: Where are we? Where are we going?
- 19 January 2026
- Published by Springer Nature in Annals of Operations Research
- Vol. 358 (2) , 929-983
Data envelopment analysis and game theory: Where are we? Where are we going?
- 16 October 2025
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Games
- Vol. 18 (1) , 101-114
Unveiling Virtual Economic Indicators to Improve User Acquisition, Retention, and Monetization: An Application to MMOGs
Games are increasingly utilizing economic incentives to enhance key performance metrics associated with user Acquisition, Retention, and Monetization (the ARM funnel). Moreover, certain games take this approach further by establishing virtual economies, thereby fostering a heightened sense of ownership among players [1]. Unfortunately, dealing with virtual economies brings new challenges for game operators, such as the identification and management of the key factors affecting the economy, and consequently users' satisfaction. It is not simple to unveil relevant economic indicators for virtual economies since (a) there is a great amount and diversity of potentially relevant variables, and (b) current models for virtual economies do not address this issue. Departing from the (real) economics, we propose six novel economic indicators for virtual economies, since indicators are useful tools for managing the complexity of real economies. After a preliminary validation of these indicators with experts, we implemented them through a visual dashboard to assist operators in making economic decisions within a commercial Massively Multiplayer Online Game: With Your Destiny. We collected data over a one-year period, encompassing a sample of 416,000 unique players. The results indicate significant improvements in the ARM metrics, alongside enhancements in customer service and operational efficiency. Beyond the proposed indicators, a broader contribution of this work lies in reinforcing the profitable intersection between longstanding economic principles and modern game operations.
- 16 October 2025
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Games
- Vol. 18 (1) , 101-114
Unveiling Virtual Economic Indicators to Improve User Acquisition, Retention, and Monetization: An Application to MMOGs
Games are increasingly utilizing economic incentives to enhance key performance metrics associated with user Acquisition, Retention, and Monetization (the ARM funnel). Moreover, certain games take this approach further by establishing virtual economies, thereby fostering a heightened sense of ownership among players [1]. Unfortunately, dealing with virtual economies brings new challenges for game operators, such as the identification and management of the key factors affecting the economy, and consequently users' satisfaction. It is not simple to unveil relevant economic indicators for virtual economies since (a) there is a great amount and diversity of potentially relevant variables, and (b) current models for virtual economies do not address this issue. Departing from the (real) economics, we propose six novel economic indicators for virtual economies, since indicators are useful tools for managing the complexity of real economies. After a preliminary validation of these indicators with experts, we implemented them through a visual dashboard to assist operators in making economic decisions within a commercial Massively Multiplayer Online Game: With Your Destiny. We collected data over a one-year period, encompassing a sample of 416,000 unique players. The results indicate significant improvements in the ARM metrics, alongside enhancements in customer service and operational efficiency. Beyond the proposed indicators, a broader contribution of this work lies in reinforcing the profitable intersection between longstanding economic principles and modern game operations.
- Open Access
- 1 January 2025
- Published by FapUNIFESP (SciELO) in Revista Brasileira de Enfermagem
- Vol. 78 (1) , e20230415
Impact of satisfaction and motivation on occupational stress in operating room nursing: a pilot study
Objective: To evaluate how job satisfaction and motivation impact the perception of occupational stress among operating room nursing professionals.
- 1 January 2025
- Published by FapUNIFESP (SciELO) in Revista Brasileira de Enfermagem
- Vol. 78 (1) , e20230415
Open AccessImpact of satisfaction and motivation on occupational stress in operating room nursing: a pilot study
Objective: To evaluate how job satisfaction and motivation impact the perception of occupational stress among operating room nursing professionals.
- Open Access
- 1 January 2025
- Published by FapUNIFESP (SciELO) in Revista Brasileira de Enfermagem
- Vol. 78 (1) , e20230415
Impacto da satisfação e motivação no estresse ocupacional da enfermagem do bloco operatório: estudo piloto
Objetivo: Avaliar como a satisfação e a motivação para o trabalho impactam na percepção de estresse laboral de profissionais de enfermagem de bloco operatório.
- 1 January 2025
- Published by FapUNIFESP (SciELO) in Revista Brasileira de Enfermagem
- Vol. 78 (1) , e20230415
Open AccessImpacto da satisfação e motivação no estresse ocupacional da enfermagem do bloco operatório: estudo piloto
Objetivo: Avaliar como a satisfação e a motivação para o trabalho impactam na percepção de estresse laboral de profissionais de enfermagem de bloco operatório.
- Open Access
- 1 January 2025
- Published by Acta Paulista de Enfermagem in Acta Paulista de Enfermagem
- Vol. 38
Estresse, satisfação e motivação da enfermagem do bloco operatório no Brasil
Resumo Objetivo Avaliar o estresse laboral, a satisfação e a motivação para o trabalho de profissionais de enfermagem de bloco operatório no Brasil. Métodos Estudo do tipo open survey nacional, realizado entre os meses de agosto e dezembro de 2023. Utilizou-se Escala de Satisfação no Trabalho - EST, o questionário de Motivação para o trabalho e a Escala de Estresse no Trabalho – EET em um formulário online. Resultados Houve um total de 385 respostas, sendo 160 profissionais (41,6%) técnicos ou auxiliares de enfermagem e 225(58,4%) enfermeiros. Houve elevada parcela de profissionais com níveis de estresse entre moderado e elevado (72,98%), tendo sido significativo o resultado de maior estresse moderado a elevado nos profissionais do turno diurno (p=0,01) e sem diferença por gênero nem faixa etária. Não houve diferença estatisticamente significativa entre as variáveis para técnicos e enfermeiros, nem em função do tipo de vínculo. Ter dois ou mais empregos e trabalhar em horários diurnos está associado a maior percepção de estresse relacionado ao trabalho. Conclusão A elevada proporção de profissionais técnicos de enfermagem e enfermeiros com estresse moderado e elevado merece destaque entre os achados da pesquisa.
- 1 January 2025
- Published by Acta Paulista de Enfermagem in Acta Paulista de Enfermagem
- Vol. 38
Open AccessEstresse, satisfação e motivação da enfermagem do bloco operatório no Brasil
Resumo Objetivo Avaliar o estresse laboral, a satisfação e a motivação para o trabalho de profissionais de enfermagem de bloco operatório no Brasil. Métodos Estudo do tipo open survey nacional, realizado entre os meses de agosto e dezembro de 2023. Utilizou-se Escala de Satisfação no Trabalho - EST, o questionário de Motivação para o trabalho e a Escala de Estresse no Trabalho – EET em um formulário online. Resultados Houve um total de 385 respostas, sendo 160 profissionais (41,6%) técnicos ou auxiliares de enfermagem e 225(58,4%) enfermeiros. Houve elevada parcela de profissionais com níveis de estresse entre moderado e elevado (72,98%), tendo sido significativo o resultado de maior estresse moderado a elevado nos profissionais do turno diurno (p=0,01) e sem diferença por gênero nem faixa etária. Não houve diferença estatisticamente significativa entre as variáveis para técnicos e enfermeiros, nem em função do tipo de vínculo. Ter dois ou mais empregos e trabalhar em horários diurnos está associado a maior percepção de estresse relacionado ao trabalho. Conclusão A elevada proporção de profissionais técnicos de enfermagem e enfermeiros com estresse moderado e elevado merece destaque entre os achados da pesquisa.
- Open Access
- 1 January 2025
- Published by Acta Paulista de Enfermagem in Acta Paulista de Enfermagem
- Vol. 38
Stress, satisfaction and motivation of operating room nurses in Brazil
Objective Evaluating job stress, job satisfaction and job motivation among operating room nurses in Brazil. Methods This was a national open-ended survey carried out between August and December 2023. The Work Satisfaction Scale (WSS), the Motivation for Work questionnaire and the Work Stress Scale (WSS) were used in an online form. Results There were a total of 385 responses, of which 160 professionals (41.6%) were nursing technicians or assistants and 225 (58.4%) were nurses. There was a high proportion of professionals with moderate to high levels of stress (72.98%), with a significant result of greater moderate to high stress in day shift professionals (p=0.01) and no difference by gender or age group. There was no statistically significant difference between the variables for technicians and nurses, nor according to the type of employment. Having two or more jobs and working daytime hours is associated with a higher perception of work-related stress. Conclusion The high proportion of nursing technicians and nurses with moderate and high stress deserves to be highlighted among the research findings.
- 1 January 2025
- Published by Acta Paulista de Enfermagem in Acta Paulista de Enfermagem
- Vol. 38
Open AccessStress, satisfaction and motivation of operating room nurses in Brazil
Objective Evaluating job stress, job satisfaction and job motivation among operating room nurses in Brazil. Methods This was a national open-ended survey carried out between August and December 2023. The Work Satisfaction Scale (WSS), the Motivation for Work questionnaire and the Work Stress Scale (WSS) were used in an online form. Results There were a total of 385 responses, of which 160 professionals (41.6%) were nursing technicians or assistants and 225 (58.4%) were nurses. There was a high proportion of professionals with moderate to high levels of stress (72.98%), with a significant result of greater moderate to high stress in day shift professionals (p=0.01) and no difference by gender or age group. There was no statistically significant difference between the variables for technicians and nurses, nor according to the type of employment. Having two or more jobs and working daytime hours is associated with a higher perception of work-related stress. Conclusion The high proportion of nursing technicians and nurses with moderate and high stress deserves to be highlighted among the research findings.
- 20 May 2024
- Published by Springer Nature in Scientometrics
- Vol. 129 (6) , 3245-3270
Modelling the triple helix system innovation of the main economies from Latin America: a coalitional game theory approach
- 20 May 2024
- Published by Springer Nature in Scientometrics
- Vol. 129 (6) , 3245-3270
Modelling the triple helix system innovation of the main economies from Latin America: a coalitional game theory approach
- Open Access
- 17 March 2024
- Published by MDPI AG in Mathematics
- Vol. 12 (6) , 884
Are Brazilian Higher Education Institutions Efficient in Their Graduate Activities? A Two-Stage Dynamic Data-Envelopment-Analysis Cooperative Approach
Higher education evaluation presents itself as a worldwide trend. It aims to improve performance due to its importance for economic and personal growth. Graduate activities are essential for Brazilian research and innovation systems. However, previous studies have disregarded the importance of this educational level and have evaluated efficiency by jointly considering teaching and research or only undergraduate courses. Therefore, this study contributes to Brazilian reality by proving a national graduate activities efficiency evaluation that considers them as a two-stage system (formative and scientific production stages). The study provides three main methodological contributions by presenting a new centralized two-stage dynamic network data envelopment analysis (DNDEA) model with shared resources. Besides measuring efficiency, an efficiency decomposition based on a leader–follower assumption shows managers how much efficiency can alter when one of the stages needs to be prioritized. Finally, a new framework based on modified virtual inputs and outputs provides a bi-dimensional representation of the efficiency frontier. Results indicate the usefulness of the approach for ranking universities, and the need to improve scientific production, highlighting the negative impacts of COVID-19 on the formative process efficiency and showing no significant regional discrepancies regarding performance.
- 17 March 2024
- Published by MDPI AG in Mathematics
- Vol. 12 (6) , 884
Open AccessAre Brazilian Higher Education Institutions Efficient in Their Graduate Activities? A Two-Stage Dynamic Data-Envelopment-Analysis Cooperative Approach
Higher education evaluation presents itself as a worldwide trend. It aims to improve performance due to its importance for economic and personal growth. Graduate activities are essential for Brazilian research and innovation systems. However, previous studies have disregarded the importance of this educational level and have evaluated efficiency by jointly considering teaching and research or only undergraduate courses. Therefore, this study contributes to Brazilian reality by proving a national graduate activities efficiency evaluation that considers them as a two-stage system (formative and scientific production stages). The study provides three main methodological contributions by presenting a new centralized two-stage dynamic network data envelopment analysis (DNDEA) model with shared resources. Besides measuring efficiency, an efficiency decomposition based on a leader–follower assumption shows managers how much efficiency can alter when one of the stages needs to be prioritized. Finally, a new framework based on modified virtual inputs and outputs provides a bi-dimensional representation of the efficiency frontier. Results indicate the usefulness of the approach for ranking universities, and the need to improve scientific production, highlighting the negative impacts of COVID-19 on the formative process efficiency and showing no significant regional discrepancies regarding performance.
- Open Access
- 28 February 2024
- Published by MDPI AG in Mathematics
- Vol. 12 (5) , 698
Allocating Benefits Due to Shared Resources Using Shapley Value and Nucleolus in Dynamic Network Data Envelopment Analysis
Shared resources are common among supply chain partners and also occur in multiple linked stages of an internal network. The sharing of these resources impacts the organization’s profits. This study is focused on the potential benefits of resource sharing on a three-stage network system and on the profit improvement allocation. Previous treatments concentrate on defining optimal proportions to allocate resources and disregard the impacts of allocations to promote cooperation and are limited to static evaluations. Data Envelopment Analysis performs the decision-making units (DMUs) efficiency measurement. Methodological advances have resulted in models that analyze their internal structure and temporal impacts on efficiency. We propose an integrated cooperative game and dynamic network DEA that considers known quantities of resources used in each stage and the time effects to optimize the system’s profit. Each DMU stage is a player, and we investigate performance before and after resource sharing. Using Shapley value and Nucleolus, it is possible to allocate the benefits obtained based on the marginal contributions of each stage, providing incentives to motivate and maintain cooperation. A numerical example is used to illustrate the method. The results confirm the identification of inefficient DMUs and that sharing resources allows for profit increase for all of them.
- 28 February 2024
- Published by MDPI AG in Mathematics
- Vol. 12 (5) , 698
Open AccessAllocating Benefits Due to Shared Resources Using Shapley Value and Nucleolus in Dynamic Network Data Envelopment Analysis
Shared resources are common among supply chain partners and also occur in multiple linked stages of an internal network. The sharing of these resources impacts the organization’s profits. This study is focused on the potential benefits of resource sharing on a three-stage network system and on the profit improvement allocation. Previous treatments concentrate on defining optimal proportions to allocate resources and disregard the impacts of allocations to promote cooperation and are limited to static evaluations. Data Envelopment Analysis performs the decision-making units (DMUs) efficiency measurement. Methodological advances have resulted in models that analyze their internal structure and temporal impacts on efficiency. We propose an integrated cooperative game and dynamic network DEA that considers known quantities of resources used in each stage and the time effects to optimize the system’s profit. Each DMU stage is a player, and we investigate performance before and after resource sharing. Using Shapley value and Nucleolus, it is possible to allocate the benefits obtained based on the marginal contributions of each stage, providing incentives to motivate and maintain cooperation. A numerical example is used to illustrate the method. The results confirm the identification of inefficient DMUs and that sharing resources allows for profit increase for all of them.
- Open Access
- 1 January 2024
- Published by FapUNIFESP (SciELO) in Cadernos de Saude Publica
- Vol. 40 (10) , e00088123
Impacto do serviço de telediagnóstico nas internações por doenças cardiovasculares: uma abordagem em municípios da Bahia, Brasil
Os gastos com internações por doenças do aparelho circulatório são elevados: em 2019, apenas para o Estado da Bahia, Brasil, excederam 153 milhões de reais para o Sistema Único de Saúde, superando os custos de internações por câncer. Esse fato tende a se acentuar com o aumento da expectativa de vida no Brasil (7,3 anos a mais até 2060). A introdução de novas tecnologias pode mitigar o problema. Este estudo analisa o impacto da utilização do telediagnóstico em eletrocardiograma nas internações por doenças cardiovasculares, em 326 municípios baianos durante o período de 2014 a 2020. O método de estimador diff-in-diff foi utilizado para a análise entre os períodos anterior e posterior à implantação do serviço no estado. Os resultados mostram que os municípios que introduziram a nova tecnologia reduziram em seis internações por doenças cardiovasculares a cada ano adicional. No caso das famílias beneficiadas pelo Bolsa Família, a redução foi de 3,26 internações, e de 3,08 entre os municípios com o serviço especializado. Verificou-se um aumento de 7,66 internações na faixa etária de 30 a 59 anos e um aumento de 5,34 entre homens, a cada ano adicional. Os resultados evidenciam uma redução de 1,15 internações por doenças cardíacas reumatológicas e de 1,39 entre as pessoas diabéticas. No quesito raça/cor, foi identificada subnotificação nas condições estudadas, resultando em prognósticos mais severos para a população preta. A tecnologia mostrou-se eficaz para reduzir essa desigualdade, ao expandir o acesso e reduzir as internações, tendo um papel crucial na saúde coletiva e impactando na redução da mortalidade. O tema, portanto, é merecedor de mais estudos, com amostras e períodos amostrais diferentes.
- 1 January 2024
- Published by FapUNIFESP (SciELO) in Cadernos de Saude Publica
- Vol. 40 (10) , e00088123
Open AccessImpacto do serviço de telediagnóstico nas internações por doenças cardiovasculares: uma abordagem em municípios da Bahia, Brasil
Os gastos com internações por doenças do aparelho circulatório são elevados: em 2019, apenas para o Estado da Bahia, Brasil, excederam 153 milhões de reais para o Sistema Único de Saúde, superando os custos de internações por câncer. Esse fato tende a se acentuar com o aumento da expectativa de vida no Brasil (7,3 anos a mais até 2060). A introdução de novas tecnologias pode mitigar o problema. Este estudo analisa o impacto da utilização do telediagnóstico em eletrocardiograma nas internações por doenças cardiovasculares, em 326 municípios baianos durante o período de 2014 a 2020. O método de estimador diff-in-diff foi utilizado para a análise entre os períodos anterior e posterior à implantação do serviço no estado. Os resultados mostram que os municípios que introduziram a nova tecnologia reduziram em seis internações por doenças cardiovasculares a cada ano adicional. No caso das famílias beneficiadas pelo Bolsa Família, a redução foi de 3,26 internações, e de 3,08 entre os municípios com o serviço especializado. Verificou-se um aumento de 7,66 internações na faixa etária de 30 a 59 anos e um aumento de 5,34 entre homens, a cada ano adicional. Os resultados evidenciam uma redução de 1,15 internações por doenças cardíacas reumatológicas e de 1,39 entre as pessoas diabéticas. No quesito raça/cor, foi identificada subnotificação nas condições estudadas, resultando em prognósticos mais severos para a população preta. A tecnologia mostrou-se eficaz para reduzir essa desigualdade, ao expandir o acesso e reduzir as internações, tendo um papel crucial na saúde coletiva e impactando na redução da mortalidade. O tema, portanto, é merecedor de mais estudos, com amostras e períodos amostrais diferentes.