Massive Health Education through Technological Mediation: analyzes and impacts on the syphilis epidemic in Brazil

<strong>Repository </strong> <strong>Dataset name: </strong>avasus_syphilis_trail_dataset.csv <strong>Version:</strong> 1.0 <strong>Dataset period: </strong>05/12/2016 - 01/14/2022 <strong>Dataset Characteristics: </strong>Multivalued <strong>Number of Instances: </strong>177732<strong> </strong> <strong>Number of Attributes: </strong>16 <strong>Missing Values: </strong>Yes <strong>Area(s): </strong>Health and education <strong>Sources: </strong> Virtual Learning Environment of the Brazilian Health System (AVASUS) (Brasil, 2022a); Brazilian Occupational Classification (CBO) (Brasil, 2022b); National Registry of Health Establishments (CNES) (Brasil, 2022c). <strong>Description:</strong> The data contained in the avasus_syphilis_trail_dataset.csv dataset (see Table 1) originate from AVASUS users who have taken a course on the “Syphilis and other STI” learning path. This dataset provides elemental data to analyze the impact and reach of the trails and the profile of their participants. <strong>Table 1: </strong>Description of Dataset Features. <strong>Attributes </strong> <strong>Description </strong> <strong>datatype </strong> <strong>Value</strong> <strong>Source</strong> <strong>user_id</strong> Unique identifier of the user (anonymously). Numerical. Randomly generated integer. AVASUS. <strong>user_gender</strong> Gender of the user. Categorical. Feminino / Masculino / Não Informado. (In English: Female, Male or Uninformed) AVASUS. <strong>user_occupation</strong> User occupation Categorical. Text coded according to the Brazilian Classification of Occupations or “Indivíduo sem afiliação formal.” (In English “Individual without formal affiliation.”) CNES. <strong>user_cnes</strong> The CNES code refers to the health establishment where the user works. Numerical. CNES Code or NaN. CNES. <strong>user_level_attention</strong> Identification of the health care network level for which the user works. Categorical. “ATENCAO PRIMARIA”, “MEDIA COMPLEXIDADE”, “ALTA COMPLEXIDADE”, and their possible combinations. (In English "PRIMARY HEALTH CARE", "SECONDARY HEALTH CARE" AND "TERTIARY HEALTH CARE") Or NaN. CNES. <strong>user_region</strong> Brazilian region in which the user resides. Categorical. Brazilian region according to IBGE: Norte, Nordeste, Centro-Oeste, Sudeste or Sul (In English North, Northeast, Midwest, Southeast or South). Other options: “Exterior” or “Não Informado” (In English: Outside or Not informed). AVASUS. <strong>course_id</strong> Unique identifier of the course performed by the avasus user. Numerical. Code list according to AVASUS. AVASUS. <strong>course_name</strong> Name of the course taken by the avasus user. Categorical. Course name according to AVASUS. AVASUS. <strong>course_workload</strong> Course timetable. Numerical. Range from 0 to 120. AVASUS. <strong>course_creation_date</strong> Course creation date. Date. “YYYY-MM-DD” or NaN. AVASUS. <strong>enrollment_id</strong> Unique identification of the enrollment carried out by the student in some course of the trail. Numerical. Randomly generated single integer. AVASUS. <strong>enrollment_creation</strong> Date the student registered. Date. “YYYY-MM-DD” or NaN. AVASUS. <strong>enrollment_completion_date</strong> Date the student completed the course. Date. “YYYY-MM-DD” or NaN. AVASUS. <strong>enrollment_current_progress</strong> Student progress regarding course completion. Numerical. Range from 0 to 100. <br> AVASUS. <strong>enrollment_text_evaluation</strong> Comment made by the student about the course. Categorial. Free text or NaN. AVASUS. <strong>enrollment_course_evaluation</strong> A score given to the course by the participant. Numerical. 0, 1, 2, 3, 4, 5 or NaN. AVASUS. <br> <br> <br> <strong>References </strong> [1] Brasil (2022a). Ambiente virtual de aprendizagem do sus - avasus. atenção à saúde da pessoa privada de liberdade Available from: https://avasus.ufrn.br/local/avasplugin/cursos/curso.php?id=114 . [2] Brasil (2022b). Classificação brasileira de ocupações - CBO. Available from: http://www.mtecbo.gov.br/cbosite/pages/home.jsf . [3] Brasil (2022c). Cadastro nacional de estabelecimentos de saúde - CNES. Available from: http://cnes.datasus.gov.br/ . <strong>Article: </strong>Massive Health Education with Technological Mediation: analyzes and impacts on the syphilis epidemic in Brazil<strong>存储库 </strong> <strong>数据集名称：</strong>avasus_syphilis_trail_dataset.csv <strong>版本：</strong>1.0 <strong>数据集时间范围：</strong>2016年12月5日 - 2022年1月14日 <strong>数据集特征：</strong>多值型 <strong>实例数量：</strong>177732 <strong>属性数量：</strong>16 <strong>存在缺失值：</strong>是 <strong>应用领域：</strong>卫生与教育 <strong>数据来源：</strong>巴西卫生系统虚拟学习环境（AVASUS）（巴西，2022a）；巴西职业分类（CBO）（巴西，2022b）；全国卫生机构登记库（CNES）（巴西，2022c）。 <strong>数据集说明：</strong>本数据集avasus_syphilis_trail_dataset.csv（详见表1）的数据来源于参与过"梅毒与其他性传播感染（STI）"学习路径课程的AVASUS平台用户。本数据集提供基础数据，用于分析该学习路径的影响力、覆盖范围及其参与者画像。 <strong>表1：</strong>数据集属性说明 <br><br><strong>属性</strong> <strong>说明</strong> <strong>数据类型</strong> <strong>取值</strong> <strong>来源</strong><br><strong>user_id</strong> 用户匿名唯一标识符。 数值型 随机生成的整数 AVASUS<br><strong>user_gender</strong> 用户性别。 分类变量 女性（Feminino）、男性（Masculino）或未告知（Não Informado，英文对应Female、Male或Uninformed） AVASUS<br><strong>user_occupation</strong> 用户职业。 分类变量 遵循巴西职业分类标准的文本编码，或"无正式隶属关系个体（Indivíduo sem afiliação formal，英文对应Individual without formal affiliation）" CNES<br><strong>user_cnes</strong> 用户供职卫生机构的CNES编码。 数值型 CNES编码或空值（NaN） CNES<br><strong>user_level_attention</strong> 用户供职的医疗保健网络层级标识。 分类变量 "初级医疗保健（ATENCAO PRIMARIA，英文对应PRIMARY HEALTH CARE）"、"二级医疗保健（MEDIA COMPLEXIDADE，英文对应SECONDARY HEALTH CARE）"、"三级医疗保健（ALTA COMPLEXIDADE，英文对应TERTIARY HEALTH CARE）"及其可能组合，或空值（NaN） CNES<br><strong>user_region</strong> 用户居住的巴西行政区划区域。 分类变量 遵循巴西地理与统计研究所（IBGE）分区：北部（Norte）、东北部（Nordeste）、中西部（Centro-Oeste）、东南部（Sudeste）、南部（Sul，英文对应North、Northeast、Midwest、Southeast或South），或"境外（Exterior）"、"未告知（Não Informado，英文对应Outside或Not informed）" AVASUS<br><strong>course_id</strong> AVASUS平台用户所修课程的唯一标识符。 数值型 遵循AVASUS平台规范的编码列表 AVASUS<br><strong>course_name</strong> AVASUS平台用户所修课程名称。 分类变量 遵循AVASUS平台规范的课程名称 AVASUS<br><strong>course_workload</strong> 课程学时。 数值型 取值范围0至120 AVASUS<br><strong>course_creation_date</strong> 课程创建日期。 日期型 格式为"YYYY-MM-DD"或空值（NaN） AVASUS<br><strong>enrollment_id</strong> 学员报名该学习路径下某门课程的唯一标识。 数值型 随机生成的单个整数 AVASUS<br><strong>enrollment_creation</strong> 学员课程注册日期。 日期型 格式为"YYYY-MM-DD"或空值（NaN） AVASUS<br><strong>enrollment_completion_date</strong> 学员完成课程的日期。 日期型 格式为"YYYY-MM-DD"或空值（NaN） AVASUS<br><strong>enrollment_current_progress</strong> 学员课程完成进度。 数值型 取值范围0至100 AVASUS<br><strong>enrollment_text_evaluation</strong> 学员对课程的文字评价。 分类变量 自由文本或空值（NaN） AVASUS<br><strong>enrollment_course_evaluation</strong> 学员为课程给出的评分。 数值型 取值为0、1、2、3、4、5或空值（NaN） AVASUS<br><br><br><strong>参考文献</strong> [1] 巴西（2022a）. 巴西卫生系统虚拟学习环境——AVASUS：对被剥夺自由人员的健康照护. 可获取于：https://avasus.ufrn.br/local/avasplugin/cursos/curso.php?id=114 . [2] 巴西（2022b）. 巴西职业分类标准——CBO. 可获取于：http://www.mtecbo.gov.br/cbosite/pages/home.jsf . [3] 巴西（2022c）. 全国卫生机构登记库——CNES. 可获取于：http://cnes.datasus.gov.br/ . <strong>关联论文：</strong>技术介导的大规模健康教育：巴西梅毒疫情的相关分析与影响