Gestão de estoques: uma proposta de reposição contínua para material médico hospitalar e medicamentos em um hospital universitário federal do estado do Rio Grande do Norte

The inventory management in hospitals is of paramount importance, since the supply materials and drugs interruption can cause irreparable damage to human lives while excess inventories involves immobilization of capital. Hospitals should use techniques of inventory management to perform replenishment in shorter and shorter intervals, in order to reduce inventories and fixed assets and meet citizens requirements properly. The inventory management can be an even bigger problem for public hospitals, which have restrictions on the use of resources and decisionmaking structure more bureaucratized. Currently the University Hospital Onofre Lopes (HUOL) uses a periodic replacement policy for hospital medical supplies and medicines, which involves one moment surplus stock replenishment, the next out of stock items. This study aims to propose a system for continuous replenishment through order point for inventory of medical supplies and medicines to the hospital HUOL. Therefore, a literature review of Federal University Hospitals Management, Logistics, Inventory Management and Replenishment System in Hospitals was performed, emphasizing the demand forecast, classification or ABC curve and order point system. And also, policies of inventory management and the current proposal were described, dealing with profile of the mentioned institution, the current policy of inventory management and simulation for continuous replenishment order point. For the simulation, the sample consisted of 102 and 44 items of medical and hospital drugs, respectively, selected using the ABC classification of inventory, prioritizing items of Class A, which contains the most relevant items in added value, representing 80 % of the financial value in 2012 fiscal year. Considering that it is a public organization, subject to the laws, we performed two simulations: the first, following the signs for inventory management of Instruction No. 205 (IN 205 ), from Secretary of Public Administration of the Presidency ( SEDAP / PR ), and the second, based on the literature specializing in inventory management hospital. The results of two simulations were compared to the current policy of replenishment system. Among these results are: an indication that the system for continuous replenishment reorder point based on IN 205 provides lower levels of safety stock and maximum stock, enables a 17% reduction in the amount spent for the full replenishment of inventories, in other words, decreasing capital assets, as well as reduction in stock quantity, also the simulation made from the literature has indicated parameters that prevent the application of this technique to all items of the sample. Hence, a change in inventory management of HUOL, with the application of the continuous replenishment according to IN 205, provides a significant reduction in acquisition costs of medical and hospital medicine

Desenvolvimento e implantação de um sistema de gestão de pedidos de informação endereçados à Universidade Federal do Rio Grande do Norte a partir do serviço de informações ao cidadão (E-SIC)

Among the numerous policy changes that the world has experienced in recent years, occupies a prominent place in the quest for greater transparency of public agencies. Transparency has been an important tool in the accountability of the State to promote greater participation of the society by providing information that was previously restricted knowledge of public agencies. Brazil, following this trend, promulgated in May 2012 the Access to Information Act that seeks to disclose the actions of the State at all levels, in all public administration agencies. On the same day of the enactment of the law is provided society with a site that is empowering citizens to make their requests for information to government agencies. The Federal University of Rio Grande do Norte, which at that time had no a tool to assist them in managing this demand. This project has the objective to describe, build and implement a solution to solve this problem using Design Science Research as methodology. As result, the solution built in this research became a new module of the institution s ERP became it capable to control the entire process, and will be helpful to others partners which use our system ERP

A percepção da fiscalização dos contratos de mão de obra terceirizada pelos agentes envolvidos nesse processo no âmbito da Universidade Federal do Rio Grande do Norte: uma análise sob o modelo do principal-agente

Outsourcing has emerged as one of the new ways of guiding the work. For its advantages and be consistent with the paradigms of managerial reform, outsourcing also started to be used in the Public Administration. However, taking into account the particularities of the latter, some issues are relevant when outsourcing concluded with the State. Gains notoriety, for example, the step of monitoring these contracts, to the extent that, from this activity, we can avoid the negative effects of outsourcing like the fact that the state will pay for labor and wage liens that are obligation of the company providing the services. This study aims to understand the perception that this process is under the Federal University of Rio Grande do Norte, from the point of view of different stakeholders, also explaining the motivations that these agents have to perform the supervisory process. As a theoretical basis was used the Agency Theory, which reinforces the supervisory activities as a necessary means to minimize moral hazard and adverse selection, seeking to understand not only the different motivations tax contracts to properly perform their duties, but also analyze other phenomena arising from this contractual relationship. To achieve the proposed objectives, were taken a literature review and a presentation of how to organize the management and oversight of contracts in UFRN. The methodological procedures included questionnaires and interviews with those involved in the process. After analyzing the results obtained in the survey instruments , and also based on the laws, regulations and instructions governing the procurement process within the UFRN, it was concluded that the process of overseeing the outsourcing of labor contracts in UFRN is not fully institutionalized, some points should be strengthened in order to have the consolidation of this process, highlighting the need for training of UFRN servers that act as tax, the knowledge that the contractual penalties are applied effectively, the need that there is a supervisor of tax of contractors and also the realization of the rotation system of outsourced employees

A institucionalização do programa nacional de Educação Fiscal nos estados brasileiros e Distrito Federal

The research seeks to comprehend the development of the promoting and structuring Fiscal Education actions in the states and in the federal district, attending to the guideline and the administrative requirements established by the Escola de Administração Fazendária (ESAF) to implement the Programa Nacional de Educação Fiscal (PNEF). The study has an exploratory content with a qualitative approach. The informations were collect with a questionnaire applied through the Google-docs by the managers of the program in any federated unit. Were founded several results, as the fragility of the program in the budgeting and financial area, the low frequency of the Grupo de Educação Estadual (GEFE) in regular meetings, the absence to monitor undertaken actions and the absence of interlocution between the GEFE and the forums of national discussions, especially the Conselho Nacional de Política Fazendária (CONFAZ). Despite the fragilities, the work shows the occurrence of some actions to disseminate Fiscal Education in schools and universities, the establishment of partnerships and the participation of the GEFE‟s in the national meetings. With the study, it was possible to conclude that in spite of the weaknesses found in its structure, the PNEF s institutionalized in the states and in the federal district, observing the differences between the federal units in relation to the ripening of the program. Despite the difficulties evidenced, it appears that they are capable of resolution, as far as it recognizes the importance of the Program for the promotion of a culture of active citizenship in the society and it will gives better conditions of implementation

Padrão de atividades e de interações sociais de animais juvenis em dois grupos selvagens de Callithrix jacchus

The juvenile period represents the developmental phase between weaning and sexual maturity. Weaning occurs when the youngster does not receive direct care from the caretakers anymore. Individuals in the species Callithrix jacchus live in groups composed by the reproductive pair and successive twin sets. Cooperative care is the rule. Infants are weaned early, and from then on, food is provided by the adults in the group. These animals present high levels of social interactions, through play, grooming and social contact. During infant age, the twin becomes the main partner. There are few studies about the juvenile period, especially on Callithrix gender. The objective of this study was describing the pattern of activities and social interactions of four sets (one single and three twin sets) during juvenile phase in two Callithrix jacchus groups. We used instantaneous and continuous focal sampling for juveniles and scan sampling for adults behavioral recordings. Juveniles presented the same behavioral pattern as the adults relating the activity budget, in particular, foraging along the months. The composition of the diet was the same as that of the adults. Food transfer ended along the juvenile period. Social play as much as grooming were important socializing activities for the juveniles. The young individuals in the group were the main partners in social play, specially the twin. Adults were the main partners in grooming interactions. Scent marking differed between twins in the male/female sets, the female presenting the highest levels of marking. The juveniles were independent from adults in foraging activity. Social interaction varied according to group composition, but in general, interacted more with the twin and with the youngsters (infants and subadults), except in grooming. Even presenting many similarities, juveniles showed some differences between genders, which indicates the differentiation in behavior towards reproductive strategies early in the juvenile period

Sincronismo comportamental em Boto cinza(Sotalia guianensis)

Synchronism is the efetivation of the same behavior at the same time by two or more individuals. In cetology only from 2000 we verify an increasing of efforts for studies of synchronic behaviors. The synchronism in cetaceans was reported for a variety of contexts, including feeding, socializing, parental care, while resting, traveling and play, during afilliation, in sexual behaviour and possible while teaching. The synchronism in behavior is influenced by environmental factors and can be modified during stress situations such as the presence of boats. The aim of this study is to explore behavior synchronism presented by the estuarine dolphin (Sotalia guianensis) in Pipa, Rio Grande do Norte state, Northeastern Brazil. A total of 414 hours of observation during the year 2006, using scan sampling method, from a land based sighting was conducted. Analyses were conducted in four steps. Firstly, we determined the pattern of activity of the groups within the bay, testing for the influence of bay configuration before and after rains periods on the activity of animals. Analyses show that forage occurs more frequently after the rainy period, but there was no change in the number of individuals or spatial cohesions between them. Secondly, we analysed the influence of turism boat traffic on the behavior of animals. We verified no changes on the bahavior of animals during the presence of boats. Finally, we tested seven hypotheses regarding the ecological and social dynamics of synchronic behavior. Environmental aspects were considered the main influence for the synchronism, no influences of age, and more selective exihibition of synchronic breathing in feeding and social displays were observed during the study period

Saúde psíquica e condições de trabalho dos profissionais de saúde nos hospitais da Universidade Federal do Rio Grande do Norte

A tese se propôs a avaliar a relação entre saúde psíquica e condições de trabalho em dois hospitais da Universidade Federal do Rio Grande do Norte, a saber: Hospital Universitário Onofre Lopes e Hospital Universitário Ana Bezerra. Adotou como ponto de partida epistemológico a abordagem psicossociológica, considerando que a compreensão sócio-histórica do contexto é indispensável para entender os fenômenos em análise. As condições de trabalho e a saúde psíquica foram abordadas interdisciplinarmente, fundamentando a construção de um modelo compreensivo de saúde psíquica que orientou a investigação. O caminho metodológico utilizado foi a pesquisação. Essa foi desenvolvida, utilizando técnicas como análise documental, observação participante, entrevistas não estruturadas, grupo focal e aplicação de um protocolo de pesquisa composto pelo questionário de condições de trabalho, pelo Questionário de Saúde Geral (QSG-60), pela Escala de Bem-Estar Afetivo no Trabalho (JAWS-12) e por questões sociodemográficas. A análise dos resultados mostrou que os escores sintomáticos de saúde psíquica variam por hospitais e que a saúde psíquica sofre influência das condições de trabalho, sobretudo em aspectos referentes a três dimensões: condições físicas e materiais; processos e características do trabalho e o ambiente sociogerencial. Em referência à primeira dessas dimensões, destacaram-se a exposição aos riscos psicobiológicos e de acidentes, bem como as exigências de esforço físico. Na segunda dimensão, a complexidade das atividades e a responsabilidade implicada nas mesmas. E, na última, os fatores de organização da atividade, violência e ambiente conflitivo. Como a relação do indivíduo com seu contexto é dialética, os resultados encontrados corroboraram que quanto mais as condições de trabalho são desfavoráveis, maior a afetação da saúde psíquica e dos afetos com relação ao trabalho, repercutindo novamente no ambiente de trabalho. Portanto, ações de melhoria das condições de trabalho precisam ser estabelecidas para resultar, no efeito inverso, proporcionando o aumento dos afetos positivos e a redução dos sintomas psíquicos

A percepção de suporte organizacional dos novos servidores da Universidade Federal do Rio Grande do Norte

This work deals with organizational support perception-OSP. This is done considering staff global beliefs, value of their contributions, care and well being related of individuals in an organization. These issues has been have been present in many researches since the 80s. It is important to analyze this matter considering all the changes that occurred nationally and internationally in the academic environment, characterized as being diversified in academic and managerial level. This occurs especially in Brazil since Federal Universities and their agents have suffered impact and restructuring. The research has emphasized the technical-managerial as well as professor staff level at Universidade Federal do Rio Grande do Norte aiming to deal with their unsatisfaction upon social political support. Thus, there was participation of 259 staff that were admitted from 2003 to 2005 in many sectors and units of the university. These subjects were submitted to a social and demographical query through an application of a scale of organizational support perception-OSP. Descriptive and multivariate analysis was done considering factors (management style of higher command), material support, wages, work overload, social support at work and ascending levels). Results show that there a hierarchy of the analyzed factors, the factor social support at work as being the first one with 3,31%, the factor management style of the higher command in second with 3,30%, then followed by the factor social support at work with 2,92%, in a sequence the factor material support, factor overload with 2,49% in the fourth position, and in the fifth place, the factor ascending with an average of 2,33% and in last the factor wages with 2,20%. It is concluded that the factors related to the more positive attributions of the OSP (social support at work), in a sequence material support opposing from the most negative factors of the OSP (wages, overload, ascending) reveal a reality that points out that the OSP is very much related to the individualized actions of the members of the organization (leader-member-group) rather than on structure and institutionalized actions carried out at UFRN

A assistência técnica e extensão rural no assentamento modelo: proposição e realidade

This discourse analyzes the technical assistance concerning the rural settlement, which is seen as a demand of the social movement that claims for agrarian reformation, and is a goal of II PNRA, launched in may 2004, as a essential national public politics on process of building and consolidation of settlement and familiar agriculture, proposing the return of technical assistance service and rural extension in Brazil, which were started in the and of 1940 s. We analyze, in particular, the technical assistance program, social and environmental agrarian reformation, on model settlement, a program created, especially, to the rural settlements, coordinated by INCRA. Based on the documental analyze and local study, it is noticed that the experience of technical assistance implemented on model settlement shows the non continuation and fragility on technical assistance actions to rural workers. This context goes against the lately technical assistance governmental apparatus, which ensures to make settlements stronger, to support and to get important the familiar agriculture system. This way, technical assistance execution, trough the tertiary service, follows the neoliberal strategy and, the State, besides decreases the estimate to public politics, takes its actions control from the State to the shared control through partnership and transferring of responsibility, expressing its historic lack of attention to the worker class demands. In spite of workers resistance, expectative and hope, the lack of these services, as well as the other politics deficiencies, which are necessary to the settlements, are endangering its activities and threatening its survival in the settlement

O financiamento da política de assistência social no contexto do SUAS: tendências e particularidades do município do Natal-RN

This dissertation analyzes the configuration of the financing of Social assistance in the municipality of Natal-RN in the context of their particular expressions of the problematizando municipal budget against neoliberal adjustment macroeconomic policy. The current trends of "disclaimer" and "desfinanciamento" of social protection by the State, in the context of contemporary capitalism, bring strong implications for Social Security, especially through the redirection of public resources to the international capital, which highlights the overlapping economic interests on social needs. Whereas the changes and innovations occurring in connection with the financing of Social assistance policy, the goal of this documentary research is to identify the characteristics and trends of funding this policy in Natal-RN, from the secondary data analysis from the City of Natal, the Ministry of Social development and hunger and Portal of transparency. In the light of the theoretical, research now presented, shows trends of investment in Social assistance in the municipality of Natal-RN, in the period 2005 to 2009, which are: the tiny role membership (08) Social assistance in the municipal budget; the dispersion and fragmentation of the resources of Social assistance in other organs and/or secretariats of municipal administration; the participation of just 47.5% in expenditure from own organ Manager; the low percentage of implementation of resources foreseen in the Annual Budget Laws; the low allocation of resources in Municipal Social Assistance Fund (FUMAS), which contradicts the national policy for Social Assistance-PNAS/2004; and the predominance of government transfers in the composition of the resources of Social assistance in the municipality. The results of this research suggest that the process of financing of Social assistance in Natal is distant from the principles and guidelines pointed by PNAS/2004. In addition to the effort to understand the complexity of the financing of Social assistance in Natal, this work seeks to contribute to a political analysis in the direction of strengthening social control and the struggle for the expansion of investment in social spending

A gestão do Sistema Único de Assistência Social em Currais Novos (RN)

The present paper analyses the social assistance management in small cities, starting from the reality of Currais Novos City. Its main objective is to analyse the management of this politic in the context of the Nacional Sistem of Social Assistance (SUAS) through the management instruments materialized in the city: Social Assistance Plan, Budget, Management Report, Information Management, Monitorizing and Evaluation. It reveals a discrepancy between the instruments purpose and their concretude, and it identifies the main challenges in order to make them real, revealing the contradictions of such politic, through which the advances relate with the retrocesses. It remarks, in this context, the debate about Public Management and some aspects of the trajetory of the Social Assistance management in the brazilian context and the configurations of (SUAS) and of the politics in Currais Novos city. Such path allows us to identify the feebleness in the city ways to adopt the (SUAS) criteria, which is much more effective in burocratic aspects than in the change of the Social Assistance conception and in the effective incorporation of the (SUAS) principles and guidelines. Thus, problems are identified in what concerns to the important aspects for its effectivation, with the human resources, financing and social control mechanisms. It makes possible to reafirm the importance of the analysed management instruments for the effectivation of one participative and democratic management, as well as the urgency of its materialization as one of the important ellements for this politic to happen as a right and to make a stop to the unconformities between the (SUAS) determinations and its materialization

Violência e luta por direitos no capitalismo contemporâneo: crítica à configuração do atendimento às mulheres no Rio Grande do Norte

This research analyzes the Rio Grande do Norte care services to women who face violence in the context of contemporary capitalism. To do so, we situate the patriarchy in the set of current social relations and its relationship with the corporate determinations in everyday life. The new functions of the Patriarchy in the capital sociability permeates the lives of individuals and particularizes the relationships of violence which affects women, requiring, in the immediate level, policy-making to face them. The research found an arsenal of contradictory possibilities and limitations in dealing with violence. In this process, forms of struggle and resistance predominate, which appear as possibilities and limits were identified relate to the socio-historical context of regression of the rights, historical moment in which increase the objective difficulties in everyday life to ensure the legal achievements. It is worth to emphasize the achievements and contradictions that characterize the struggle process for rights, linking services to women to the social policies and to the limits they face in opposition to the aims of the State to meet the mandatory requirements of capital, reducing its role as the main guarantor of policies and rights. In this sense, the trajectory of the achievements that have referred to the proclamation of a specific law to deal with combat violence against women, the Maria da Penha Law - 11.340/06, which provides an integrated set of measures that, if implemented, would allow the women protection from relations of violence they experience. We identified in Rio Grande do Norte precarious services that are essential to achieve the Maria da Penha Law. This situation requires a feminist organization to claim the rights that enable women to see themselves as people with rights in the process of collective struggle. This is the historical need for continuity of struggles that accumulate policies for the existence of a new model of social relations of gender. One of the possibilities that are presented in the current context is the impact on the public budget in order to ensure compliance with the budget for public policies for women - woman budget. In this perspective, feminist segments in national and state level have been organized to understand the functioning and monitoring of social policies. This is a condition and prerequisite for ensuring policies to ensure basic rights and the violence combat , which still requires an integrated set of services. The survey results allow us to consider that the struggle for rights is necessary at this historical moment, however it is not sufficient in human emancipation, which requires new forms of social relations that determine substantive equality between men and women. Thus, the feminist movement faces the challenge to organize and strengthen itself in daily life, in order to execute a project that changes the meaning of women's rights, articulated to a corporate project which wants other command in the set of social relations . This study emphasizes the need for a more and more organic connection between feminism and social struggles, to ensure the inclusion of women in anti-capitalist struggle

O Turismo como um tema de pesquisa: um diálogo epistemológico a partir das produções dos programas de pós-graduação stricto sensu da Universidade Federal do Rio Grande do Norte, no período de 2007 a 2011

The study consists in an analysis of researches with tourism issues, in Master s and Doctoral level, investigating their epistemological trends, regarding the type of study that is being produced and the methods used. It is characterized as exploratory, documental and bibliographical, having undertaken a cross-sectional study which covers the period from 2007 to 2011. It analyzes the context of academically production in tourism, the nature of these researches, the methodological aspects adopted in these theses and dissertations, the philosophical inclinations and the coherence and contribution of the same. This research uses, the Digital Library of Theses and Dissertations (BDTD) and the secretariats of the Academic Centers of the Federal University of Rio Grande do Norte (UFRN) as means to collect data. It employs the technique of sampling by judgment and undertakes the research in various Academic Centers in UFRN, using the method of content analysis. It shows that, from the 643 studies analyzed, 43 of them have themes related to tourism, which characterized this study sample. This study realizes that PPGA is the largest producer of researches on tourism issues, ahead of PPGTur, which ranks the third position, in this aspect. Also realizes that all surveys analyzed are crosssectional and the theme further investigated, with 21% of the sample, is related to the marketing aspects of tourism, with the theme Directors of Hotels and Restaurants (DHR) . This research demonstrates that all sample surveys make use of interviews, and these are, mostly, structured. Also realizes that most of these studies, with 21% of the sample, employ the method of content analysis. The references in Portuguese are surveyed about five times more than the ones in other languages. It estimates that more than half of the sample is characterized as positivist, associated with aspects of functionalism. A minority of 21% of these researches seeks to identify and recommend solutions to the tourism issues, or even represent part of them. This research concludes that the studies in tourism are mostly unifocal, being driven by issues related to the touristic trade. PPGTur produces a number still unrepresentative of studies. The theses and dissertations of the sample are limited and/or unable to analyze the changes of the phenomenon caused by the time. The studies from the sample present criteria and make use of other methods and techniques to associate with the interviews and content analysis to obtain more solid and reliable data and results. They use a low number of references in languages other than Portuguese. Most of these studies, characterized as positivist-functionalist, investigate the functioning, planning, coordination and expectations in organizations, leaving aside other issues, also relevant for tourism. The number of studies aimed at identifying solutions to the problems of tourism, or that even represents part of them, is not expressive

Aspectos constitucionais da anulação de decisão definitiva da administração pública federal no processo tributário

Cet article traite de la possibilité de proposer le Trésor à la justice pour annuler une décision administrative définitive sur les questions fiscales. Il s'agit d'un sujet qui s'oppose au principe de la vérité matérielle - qui doit prévaloir en cas d'impôt - avec une certitude morale représentée par la chose jugée administrative. Commence par le processus administratif d'impôt comme une garantie constitutionnelle du contribuable, insérée dans le panorama d une compétence adoptée dans la législation brésilienne en tant que pilier de l'Etat de droit démocratique. Met l'accent sur la position du Trésor avant l'autorité de la chose jugée administrative, ce qui démontre la fragilité de La décision finale sur les questions fiscales. Décrit les effets de la révision (ou de l'annulation) dês actes administratifs, en particulier la libération de l'impôt et de la décision administrative qui vise à le confirmer. Enfin, nous discuterons de la composition et la légitimité du contentieux administratif, en conclusion, avec le soutien de la prévalence d'un fait important dans le cãs d'impôt, est non seulement possible, mais le Trésor devrait examiner leurs propres actions si nécessaire

A representação social de educação tecnológica de docentes da Rede Federal de Educação Profissional e Tecnológica: CEFETs do Rio Grande do Norte

The aim of this study was to investigate the social representation of technological education teachers at the Federal Technological Education Network. The survey was conducted from 2007 to 2010, and the respondents were 275 teachers, 135 of the Federal Center for Technological Education (CEFET in portuguese) in the state of Amazonas, in Manaus unit headquarters; 140 of the CEFET in the state of Rio Grande do Norte, a unit based in Natal. We adopt the concept of technological education as the top level of professional education, that is to say, the undergraduate programs of short duration called technological courses. The Federal Technological Education Network gathers hundreds of related institutions, coordinated and supervised by the Office of Vocational and Technological Education of the Ministry of Education. Although many of these institutions offer courses in technology education, no research addressing this subject from the perspective of Social Representations Theory (SRT) was found in the literature. We seek to unravel the social representation of technological education of the teachers by adopting the procedural approach of SRT. This is a qualitative approach, focusing on significant aspects of the representative activity and the formation mechanisms of the representation. Therefore, we search the socio-genesis of the representation in the articulations between discourses, social institutions and practices. We initiated the research through applying critical reading and an analytical perspective on the historical and regulatory documents of technological education in Brazil, from the early twentieth century to the present day. We adopt the Procedure for Multiple Classifications (PMC) from the Free Words Association Technique (FWAT) to access the elements of representational content. For the analysis of the data obtained with FWAT and selection of major words / phrases pertinent to the semantic field of education technology, we used Hamlet II software. For the data analysis of PMC and Free Classification (FC) we used the SPSS ® (Statistical Package for the Social Sciences) version 17.0 and used the method of multidimensional scaling - Multidimensional scaling - (MDS). The output from the central MDS takes the form of a set of scatterplots - "perceptual maps" - of which the points are the elements of the representational content. For the FC data analysis we used the Scalogram Multidimensional Analysis (SMA) - which makes use of the original data in its raw form and allows categorical data to be interpreted in the map as measures of (di)similarity. In order to help with the understanding of the settings of the perceptual maps of FC, we used the Content Analysis of the discourse fragments of the teachers interviewed. The results confirm our initial hypothesis regarding the presence of a single plot among the socio-cognitive study subjects, which is the basis for a social representation of technological education in line with the historic assumption of the dichotomy between mental and manual labor. In spite of the three merging representational elements of the representational content, the perceptual maps compiled from the MSA statistics corroborates the dichotomy, with the exception of the map relating to the subgroup of teachers belonging to the humanities