Flavio Pinheiro Martins’s research while affiliated with Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo and other places

What is this page?


This page lists works of an author who doesn't have a ResearchGate profile or hasn't added the works to their profile yet. It is automatically generated from public (personal) data to further our legitimate goal of comprehensive and accurate scientific recordkeeping. If you are this author and want this page removed, please let us know.

Publications (19)


FIGURE 3 | Mapping of hybrid learning impacts: Synergies and barriers across SDGs, visualization adapted from Vinuesa et al. (2020).
FIGURE 4 | Research evidence landscape: systematic mapping of hybrid learning contributions to SDGs including synergies, barriers, and implementation pathways.
SDG links in hybrid learning projects by international organizations: examples of initiatives and outcomes.
The Role of Hybrid Learning in Achieving the Sustainable Development Goals
  • Article
  • Full-text available

February 2025

·

52 Reads

Sustainable Development

Flavio Martins

·

·

·

[...]

·

Hybrid learning combines digital learning resources with conventional education approaches to expand educational offerings. While this approach has shown promise in addressing limitations of both online and in‐person instruction, significant challenges remain in ensuring equitable access and sustainable implementation. This study examined hybrid learning's relationship with the sustainable development goals (SDGs) framework through a scoping review analyzing evidence from academic literature ( n = 80) and reports from 36 global educational organizations. Our analysis identified 90 potential synergies (54%) and 45 challenges (26%) across social, economic, and environmental dimensions. The findings were analyzed under three main areas: (1) equity promotion through reduced geographical and socioeconomic barriers, (2) crisis response support during disruptions like pandemics and natural disasters, and (3) capacity building opportunities in workforce development. Based on these findings, we propose the SDG‐Hybrid Learning Alignment Framework, including a new SDG Target 4.8 (Digital‐Resilient Education) to guide hybrid learning initiatives. This framework emphasizes infrastructure standards, teaching competencies, equitable resource access, and institutional crisis continuity. Results suggest successful implementation requires integrating digital infrastructure with pedagogical approaches while considering local contexts and institutional capabilities.

Download

Plant biomonitoring in urban ecosystems: a comprehensive review in Sao Paulo

November 2024

·

79 Reads

·

1 Citation

Environmental Science and Pollution Research

Air, water, and soil pollution pose significant threats to environmental and human health, particularly in rapidly urbanising regions. This comprehensive review evaluates the scientific literature on plant biomonitoring in the State of São Paulo, Brazil, from 2009 to 2019, aiming to compile data for future research, assess the distribution of biomonitoring studies, and analyse their relationship to human health outcomes. To the extent of our knowledge, a review according to the criteria of this article has not yet been carried out. The review followed the ENTREQ protocol and employed a systematic search methodology, with thematic synthesis and descriptive statistics (percentage). Of the 656 studies identified, only 56 met the inclusion criteria. Air pollution was the most researched (91% of studies), and the city of São Paulo was the most frequent (40.2%). Leaves were the most analysed plant part (48.5%), and Tibouchina tipu was the most studied species (8.6%). Only five studies included here related the data to human health, focusing on respiratory diseases. The review presents an integrative framework illustrating the interplay between urbanisation, pollution, biomonitoring, and health outcomes. Despite limitations, plant biomonitoring offers valuable insights into the environmental and health impacts of pollution in São Paulo and can also serve as a guide for students and researchers on plant biomonitoring and its relationship with the diversity of pollutants and contaminants present in the biosphere, serving as support for the development of public policies regarding the improvement of environmental quality.


Figure 1. Microregions of the state of Amazonas with information records in the Surveillance Information System of the Quality of Water for Human Consumption -Sisagua -from 2016 to 2020. Amazonas, Brazil, 2023. Source: Authors.
Figure 2. Conceptual model of the syndemic link between water security and food security. Amazonas, Brazil, 2023. Source: Authors.
Quality and access to water for human consumption: a look at the state of Amazonas, Brazil

August 2024

·

21 Reads

·

1 Citation

Ciência & Saúde Coletiva

Surveillance indicators of the quality of water for human consumption in the Amazon were analysed from 2016 to 2020 using 185,528 samples from 11 microregions. Of the samples analysed, 93.20% were from urban areas, 66.65% were from the public water supply system (WSS), 31.02% were from the Collective Alternative Solution-CAS, and 2.33% from the Individual Alternative Solution-IAS. There was an increase in the number of records by the WSS, with a downwards trend and fluctuations in records for the CAS and the IAS. The quality indicators of chemical and physical parameters for urban areas were higher than those for rural areas and traditional communities. Most of the samples presented pH values below the recommended level. In the quantification of microbiological parameters, a higher presence of total coliforms and E. coli was identified in samples from rural areas and in traditional communities. In conclusion, there were inadequacies in the chemical, physical and microbiological parameters as well as problems related to the supply, storage and surveillance of water distributed for human consumption. These findings indicate the need to build an agenda for public management to address water insecurity and its likely effects on food insecurity in the region.


Figura 1. Microrregiões do estado do Amazonas com registros de informações no Sistema de Informação de Vigilância da Qualidade da Água para Consumo Humano -Sisagua no período de 2016 a 2020, Amazonas, Brasil, 2023. Fonte: Autores.
Qualidade e acesso à água para consumo humano: um olhar sobre o estado do Amazonas, Brasil

August 2024

·

21 Reads

·

1 Citation

Ciência & Saúde Coletiva

Resumo Analisaram-se indicadores de vigilância da qualidade da água para consumo humano no Amazonas, de 2016 a 2020, utilizando 185.528 amostras provenientes de 11 microrregiões. Das amostras analisadas, 93,20% são da área urbana, 66,65% provinham do sistema público (SAA), 31,02% da Solução Alternativa Coletiva (SAC) e 2,33% da Solução de Alternativa Individual (SAI). Observou-se aumento do número de registros pelo SAA, com tendência de queda e oscilações de registros para a SAC e a SAI. Os indicadores de qualidade dos parâmetros químicos e físicos da área urbana foram superiores aos das áreas rurais e de comunidades tradicionais. A maior parte das amostras apresentou valores de pH abaixo do recomendado. Na quantificação dos parâmetros microbiológicos, identificou-se maior presença de coliformes totais e E.coli na área rural e em comunidades tradicionais. Em conclusão, verificaram-se inadequações nos parâmetros químicos, físicos e microbiológicos, assim como problemas relativos ao abastecimento, armazenamento e à vigilância da água distribuída para consumo humano. Tais achados indicam a necessidade de construir uma agenda, pela gestão pública, para o enfrentamento da insegurança hídrica e seus prováveis efeitos sobre a insegurança alimentar existente na região.


The Role of Higher Education in Transition to a Circular Economy: Journey on the “Yellow Brick Road” to Sustainability

April 2023

·

43 Reads

·

5 Citations

In the wake of environmental challenges, it becomes questionable whether transfer from linear to a nonlinear or circular economy can be achieved by continuing to employ traditional linear ways of thinking about potential solutions and designing the tools for achieving the desired outcomes that should lead to overall planetary sustainability. Instead, for this important issue, it is necessary to involve a number of stakeholders in the implementation and measurement of circular economy implementation efficiency in practice. In addition to governments and industry, the entire society must participate in this, including higher education institutions. Higher education is necessary because it is a crucial tool for achieving sustainability and sustainable development. The quality of education is very important in economies – in this case, circular economies. Bearing this in mind, the key aspect of this chapter focuses on the scientific research in circular economy education among students of the University of Belgrade, Republic of Serbia. The results obtained can be a useful source of information to other educators, at a time when improving education for sustainability is gaining more and more credibility and scientific ground.KeywordsCircular economySustainabilityHigher educationHigher education for circular economyCurriculum


Need for Silence, Craving for Communication: The Dyad Digital Education and Soft Skills in an Emerging Economy Context

March 2023

·

21 Reads

Technology omnipresence has changed all dimensions of our life: the way we work, study, and leisure (Lau et al., 2018). Classrooms evolved from a unidirectional, textbook-supported, lecture-based, and group feedback-dependent learning context to a physically independent, everywhere-everytime learning environment (Heflin et al., 2017) that is not restricted to study-oriented platforms such as Moodles and resources designed adequately for educational outcomes such as massive open online courses (MOOCs) but also percolates work-oriented platforms such as Google’s toolkit and LinkedIn and social media interaction platforms such as Facebook and Instagram (Thomas et al., 2018; Shafer et al., 2018).


Unveiling Diversity and the Unwanted Inequality in Organizational Leadership

February 2023

·

14 Reads

·

1 Citation

Diversity in organizations has been mainly considered from the business case paradigm. Firms who foster diversity and equality management (DEM) policies and practices show better performance, net value-added, and legitimacy. Nevertheless, there is still a long way to go, regarding diversity rhetoric and equality, and inclusion practice. Consistent human resource practices in vertical alignment with the strategic core of the business have shown to be a way for firms to truly fulfill the social contract established toward DEM. Drawing from signaling and legitimacy theory under the broader scope of strategic human resources management (SHRM), we argue that leadership can be a proxy for DEM practices and that it can be measured through institutional reports. We analyze leadership diversity in 305 companies through a diversity indicator from the Global Reporting Initiative (GRI). The method used is panel analysis, and eight hypotheses are tested by the GRI diversity indicator which is composed of independent variables, such as the wage gap between genders, gender and age turnover, rules violation, and reported cases of gender discrimination. It was possible to verify that the diversity of gender and ethnicity shows more sensitivity to the variable components than age diversity. Thus, managers should focus more attention on diversity indicators such as wages, respect for rules, turnover causes, and cases of discrimination, as well as the inclusion of minority groups in company leadership, especially those that wish to obtain a greater commitment to sustainability.


Critical and Instrumental Perspectives of Interdisciplinarity for Business Education

February 2023

·

27 Reads

·

1 Citation

Sustainable Development Education is considered one of the main vectors for a sustainability transition. Sustainability is a broad field, inherently occupied by different knowledge areas that drink from each other to address the complexity of safeguarding the biosphere for the current and future human and nonhuman inhabitants. With the advent of new frameworks addressing sustainable development under a wider and more detailed lens, such as Aichi Targets, Millennium Development Goals, and ultimately the Sustainable Development Goals, the call for interdisciplinarity becomes even more needed. Interdisciplinarity can be seen as combining methods, theoretical approaches, and epistemological perspectives in diverse working groups for problem-solving; interdisciplinarity can also assume a critical perspective, grounded on the real-world problem needs. We assume that critical and instrumental perspectives, combined in the higher education milieu, can be the answer for educating leaders that hold the theoretical repertoire and the practical competencies that enable them to be agents of changing realities.


Multivariate data analysis of categorical data: taking advantage of the rhetorical power of numbers in qualitative research

January 2023

·

437 Reads

·

5 Citations

There is a general understanding that quantitative methods are more trustworthy than methods based uniquely on words and discourse. In this paper, we depart from this thinking to explore how numbers can be used in qualitative research so as to take advantage of its expressive power. We present a technique that enables the application of multivariate data analysis—particularly of interdependence methods, which include principal components analysis, factor analysis, cluster analysis, and multidimensional scaling—in qualitative research. The technique consists in translating categorical data from qualitative research into a binary form that enables the calculation of correlations, similarity coefficients, and distances, thus enabling the application of the interdependence methods of multivariate data analysis. Results also include a brief taxonomy of literature review. It contributes by demonstrating how qualitative research can benefit from quantitative analysis.



Citations (10)


... While the spread of zoonotic diseases in urban systems has historically been attributed to characteristics of human populations, infrastructure, public health systems, and pathogens in cities 30 , trees may also in uence zoonotic pathogen loads in urban areas. Past studies have utilized trees as passive biomonitors of human exposure to air pollutants 31,32 and recent research shows that antibiotic-resistant bacteria that act as zoonotic pathogens of humans and animal pathogens can be transported on pollution particulates 33 . If urban trees collect zoonotic pathogens of humans and animal pathogens, this may lead to cross-kingdom infections in humans, as has been found in agricultural and other plant systems like indoor plants 34,35 . ...

Reference:

Dysbiosis in the urban tree microbiome
Plant biomonitoring in urban ecosystems: a comprehensive review in Sao Paulo

Environmental Science and Pollution Research

... O estudo realizado por Mata et al. (2023), no qual avaliou a qualidade e o acesso da água para consumo humano no estado do Amazonas, constatou elevado percentual de amostras inadequadas para concentração de cloro, com destaque na zona rural e comunidades tradicionais; a concentração de fluoreto no Sistema de Abastecimento Coletivo apresentaram 99,83% de inadequação e com quantificação significativa de microrganismos, com predomínio de coliformes fecais e E. coli em amostras de comunidades tradicionais. ...

Qualidade e acesso à água para consumo humano: um olhar sobre o estado do Amazonas, Brasil

Ciência & Saúde Coletiva

... Research shows that countries incorporating circular economy ideas in their economic policies improve environmental outcomes, including reduced CO2 emissions [53]. Higher education and public awareness campaigns aim to educate consumers about the importance of the circular economy [54]. Table 5 provides an understanding of different strategies that can be used in various life phases of the product. ...

The Role of Higher Education in Transition to a Circular Economy: Journey on the “Yellow Brick Road” to Sustainability
  • Citing Chapter
  • April 2023

... Contextual factors such as institutional structure, national policies, and socio-economic conditions play a crucial role in shaping sustainability implementation strategies. Martins et al. [70] highlight that awareness, strategic planning, and external partnerships are key drivers of sustainability integration, particularly in transitioning economies, where institutional frameworks often require localized adaptations. Aligning with these insights, this study underscores the importance of targeted awareness campaigns and structured engagement with both internal and external stakeholders to enhance sustainability implementation. ...

Factors driving sustainability in a transitioning economy business school
  • Citing Article
  • January 2022

Latin American J of Management for Sustainable Development

... Furthermore, Leadership Dynamics in Higher Education (LDHE), is of significant importance for several reasons. First, it encompasses multiple aspects of leadership like style, perception, and influence, which are known to have a direct bearing on educational outcomes ( [13][14][15][16][17][18][19][20]). According to Schmidt et al. (2023) [18], leadership style can significantly affect both the quality of education and organizational climate. ...

Unveiling Diversity and the Unwanted Inequality in Organizational Leadership
  • Citing Chapter
  • February 2023

... Flores Categorical analysis technique (see Donaires et al., 2023) was used, with qualitative data being reduced, categorized and coded in order to capture the relevant meanings in an analytical-investigative process, following the steps below: (i) reading of textual data from transcripts to capture information; (ii) segmentation of textual excerpts into groups with similarities by categorization and data coding; (iii) organization and presentation of data in a diagram and explanatory matrix; and (iv) extraction of meanings by abstractions and contextualized comparisons. ...

Multivariate data analysis of categorical data: taking advantage of the rhetorical power of numbers in qualitative research

... Multi-stakeholder networks between traditional communities from the Amazon forest and organizations intending to protect the forest have recently been studied in diverse topics, such as ethical trade (Elias et al., 2022;Puppim de Oliveira et al., 2022), supply chain (Costa, 2020;Rodrigues et al., 2019), and sustainable development achievement (Wood & de Morais, 2022). The existing scholarly debate primarily focuses on three key aspects pertaining to this particular network: the ecological aspects of the forest environment, the social dynamics involving traditional communities living in the forest, and the economic implications associated with the forest-derived ingredients and product commercialization resulting from the communities' activities. ...

Shedding Light on the Brazilian Amazon Biotrade: A Study on Sustainable Development in Native Communities

... Addressing them effectively demands integrating expertise from engineering, business, and environmental sciences to develop holistic solutions. Martins et al. [39] advocate for interdisciplinary learning models that foster critical thinking and adaptability, helping HEIs move beyond isolated sustainability initiatives toward comprehensive strategies addressing environmental, social, and economic sustainability. Similarly, Petrović et al. [40] highlight how embedding circular economy principles into curricula fosters long-term economic resilience and sustainability. ...

Interdisciplinarity-Based Sustainability Framework for Management Education

... corporate social responsibility disclosure -CSRD) on the environmental and societal impact of business operations would set clear goals and shared approaches to guide firms toward more sustainable outputs and a higher level of accountability (Hasan et al., 2022). These practices emerge as key drivers of social inclusion and welfare in emerging countries (Cezarino et al., 2022). To achieve these goals, virtuous companies could apply international recognised schemes, such as the Global Reporting Initiative (GRI) and its sustainability key performance indicators (KPIs), to guide their non-financial disclosures and achieving a higher degree of harmonisation. ...

Corporate social responsibility in emerging markets: Opportunities and challenges for sustainability integration
  • Citing Article
  • May 2022

Journal of Cleaner Production

... These investigations reveal that successful weight loss interventions extend beyond nutritional recommendations, encompassing psychological, social, and environmental dimensions [14][15][16]. The complexity of adherence to dietary regimens necessitates a multifaceted approach that considers individual variability in response to nutritional interventions [17,18]. ...

Psychological Barriers to Sustainable Dietary Patterns: Findings from Meat Intake Behaviour