Student mental health dataset

Student mental health dataset. Schools are crucial partners in supporting the health and wellbeing of students. Disciplines represented include political science, sociology, demography, economics, history, gerontology, criminal justice, public health, foreign policy, terrorism, health and medical care, early education, education, racial and ethnic minorities, psychology, law, substance abuse and mental health, and more. Each year, the Healthy Minds Study produces an aggregate, national data report using data from all participating institutions in that given year. Mental Health. Well-being programs encompass a range of initiatives designed As children, we’re taught not to talk to strangers. So In today’s fast-paced and demanding work environment, employee well-being has become a top priority for organizations. Explore and run machine learning code with Kaggle Notebooks | Using data from Student Mental health Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. The ACHA-NCHA is a semi-annual survey of college students that covers several mental and physical health topics. As awareness grows about the importance of mental well-being, community help servi When your body and emotions are out of whack, it’s important to recognize the signs that your overworked brain needs a mental health day. Info for Current Students. If you get the flu or an injury, you have Taking care of your mental health is equally as important as taking care of your physical health. , felt worthless, unhappy and depressed) [5]. For more details about the Student Mental Health data set see Link. The goal is to provide insights into different types of mental issues in students, the factors that contribute to mental health issues among college students correlating to the demographic information. g. A novel approach for identifying the metal health of the students that are indicative of depression due to Covid-19 Pandemic, In this study Natural Language Processing techniques such as embedding of words, tokenizing, and vectorization to are used extract sentiment from the data that emotions of sadness, depression, and similar emotions. 💾 Student_Mental_health. In all likelihood, many of us have been practicing this unhealthy habit of consuming large quantities of While social media can be a wonderful tool for bringing people together, it can sometimes cause damage in real life. This is especially true for aspiring mental health counselors who are looking to further th In today’s fast-paced world, finding moments of peace and tranquility can be challenging. The pressures of work, relationships, and personal responsibilities can often In recent years, online games have gained immense popularity across all age groups. Based on US data from 2018–2019: 2 Among children ages 3-17 with a current mental health condition, just over half (53%) received treatment or counseling from a mental health professional in the past year, and 43% took medication for an emotional, concentration, or behavioral condition. However, as we grow older, the idea of talking to someone we don’t know becomes more and more daunting. One way to promote mental well-being among elderly individuals is through community events specif Mental health counselor training is a crucial step in becoming a qualified professional who can help individuals struggling with mental health issues. Behavioral health data collected includes: Prevalence of mental illness and substance use disorders Behavioral health service provision and use Evaluation data This data helps researchers, public health officials, and policymakers to understand and solve issues. Feb 12, 2023 · Students’ mental health has always been the focus of social attention, and mental health prediction can be regarded as a time-series classification task. Available Datasets. In today’s fast-paced work environment, promoting mental health in the workplace has become a crucial aspect of ensuring employee well-being. , et al. One common path to becoming a mental health Equine assisted therapy (EAT) is a unique and innovative approach to mental health treatment that utilizes the presence and interactions with horses to promote emotional healing an. These challenges can include language obstacles, cultural differences, homesickness, financial issues and other elements that In today’s fast-paced and increasingly competitive world, student mental health and well-being have become more important than ever before. Not only are they entertaining, but they also offer numerous benefits for mental health. Aug 21, 2019 · One of the main findings that can be drawn from this dataset is how the level of social connectedness and acculturative stress are predictive of the reported depression among international as well as domestic students. 4 graph we can see the probability of the students mental health according to the age group based on the gender were according to this data set 20–24 age group of the Sep 10, 2024 · Multiple studies using the same dataset have indicated high data Given the important role of student satisfaction with university life in students’ mental health, schools should prioritize HaddyMiSol/Student-Mental-Health-Dataset-analytics This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository. Data Set. , 2019). This study underscores the pressing issue of underutilization Oct 25, 2021 · 4. , LoST dataset ) related to mental health, but the existing datasets often lack the breadth and depth necessary to comprehensively investigate the complex interplay of factors influencing mental health outcomes. This data is collected by the Substance Abuse and Mental Health Services Administration (SAMHSA) as part of the National Survey on Drug Use and Health (NSDUH), formerly known as the National Household Survey on Drug Abuse (NHSDA). Design, Materials, and Methods2. One activity that has gained popularity recently is color by nu In recent years, there has been a growing recognition of the importance of mental health and the need for qualified professionals to provide counseling services. 1. - asthavb10/Student-Mental-Health-Analysis Explore and run machine learning code with Kaggle Notebooks | Using data from Student Mental health Student Mental Health Data Visualization with R | Kaggle Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Not Are you passionate about helping others and making a positive impact on people’s lives? If so, a career as a mental health counselor might be the perfect fit for you. The prediction of sentiment in the text is made Dec 16, 2021 · Determinants of common mental health among university students have been identified by machine learning algorithms with a dataset of small number of features . Using data from the American College Health Association’s National College Health Assessment IIc (ACHA-NCHA IIc), we examined self-reported mental health concerns of NCAA student-athletes in comparison with their nonathlete peers. Students who are interested in using any of these datasets should contact individual investigators. One practice that has gained populari In recent years, online gaming has become increasingly popular, attracting millions of players worldwide. The research addresses four key questions, exploring the impact of digital biomarkers on these factors, their alignment with conventional psychology literature, the time-based performance of applied methods, and potential enhancements May 1, 2023 · About Dataset. Trail running is In recent years, there has been a growing recognition of the importance of mental health and wellbeing. 37% of students cited cost and lack of insurance as their reason for not seeking support. The data was collected through a 1. We tend to stick with pe Day in and day out, we take in a lot of upsetting or anxiety-inducing news. With the increasing demand for mental health services, it’s crucial to have a streamlined In recent years, Selena Gomez has become more than just a pop sensation; she has emerged as a powerful advocate for mental health awareness. To address this critical gap, the present study aims to create a novel and comprehensive Jan 1, 2022 · The parameters that affect the mental health of students include: anxiety, academic stress, difficulty in concentrating, sleeping pattern disorders, decreased social interaction, job fear, etc. A STATISTICAL RESEARCH ON THE EFFECTS OF MENTAL HEALTH ON STUDENTS’ CGPA dataset This Data set was collected by a survey conducted by Google forms from University student in order to examine their current academic situation and mental health. Government Accountabilit Mahjong solitaire games have become increasingly popular in recent years, and for good reason. The "Student Mental Health" dataset is a comprehensive compilation of data gathered through a survey conducted via Google Forms, targeting university students to explore the intricate relationship between mental health and academic performance, measured by Cumulative Grade Point Average (CGPA). The analysis focused on the prevalence of these issues and whether students sought treatment, offering insights into the relationship between conditions and treatment-seeking behavior. Online Survey on the Mental Health of IT Students Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. The latest tweets and posts just aren’t worth it if the price i Mental health counseling is a rewarding and fulfilling career path for individuals who are passionate about helping others overcome their mental health challenges. Each report contains means, frequencies, proportions, counts, and graphs related to key HMS measures. By prioritizing workplace health and s In recent years, there has been a growing interest in the potential benefits of video games for mental health. By analyzing large datasets, like the student mental health dataset, using the decision This repository features EDA, data cleaning, and machine learning modeling on a student mental health dataset. , depression, loneliness, stress), academic performance (grades across all their classes, term GPA and cumulative GPA) and behavioral trends (e. Varndean School understands that creating a su In recent years, mental health has become a critical issue on college campuses across the country. Flexible Data Ingestion. The study uses validated scales to measure self-reported symptoms related to This survey was conducted in 2018 at an international Japanese university and the associated study was published in 2019. The study found that international students have a higher risk of mental health difficulties compared to the general The Center for Behavioral Health Statistics and Quality (CBHSQ) is the leading source of behavioral health data in the United States. Participants characteristic. In this work, we design a modular framework for predicting the students' mental health based on a set of questions. Mental health issues can lead to serious consequences like depression, self-mutilation, and worse, especially for university students who are not physically and mentally mature. K. Engaging in cros In today’s fast-paced and stressful world, it’s essential to find ways to unwind and take care of our mental health. main Jan 1, 2019 · In this paper, we have applied four classification algorithms (Random Forest, Naïve Bayes, Support Vector Machine, and K-Nearest Neighbour) on the dataset of 206 students of JIIT Noida using sensitivity, specificity, and accuracy parameters. The 2021–22 SSOCS collected data on limitations in public schools’ efforts to provide mental health services regardless of whether the schools provided mental health services. Feb 22, 2022 · The University Student Mental Health data was gathered during the fall of 2020. Aug 19, 2024 · Treatment varies among different mental disorders and by age. Jun 6, 2024 · International students’ mental health has become an increasing concern in recent years, as more students leave their country for better education. Download Open Datasets on 1000s of Projects + Share Projects on One Platform. , how stress, sleep, visits to the gym Mar 19, 2024 · The primary psychological healthcare system aims to directly provide universally accessible psychological services or even mental health care for all humans, especially in vulnerable populations Factors Negatively Impacting Student-Athlete Mental Health in the Month Before the Survey (Percentage of Participants Who Responded “Agree” or “Strongly Agree”) Note: Top 2 points on a 6-point scale. Explore Popular Topics Like Government, Sports, Medicine, Fintech, Food, More. One of the reasons why Selena Gomez’s a Mental Health Awareness Month is celebrated every May to raise awareness about mental health issues and reduce the stigma surrounding them. Jul 31, 2024 · There are various datasets present (e. While some may view online games as a mere form of entertainment, research In today’s digital age, interactive app games have become increasingly popular among people of all ages. The missing values have been effectively added to the psychotic patient dataset for mental health detection [3, 14]. csv: The dataset contains information about students including Gender, Age, Marital Status, and whether they have Depression, Anxiety, Panic Attacks, or have sought treatment. As more and more people open up about their struggles, it’s become evident that mental heal In today’s fast-paced world, it’s no surprise that many individuals struggle with their mental health. The survey asked, “How much do you agree or disagree that the following have negatively impacted your mental health within the last The dataset on students facing mental health issues, including panic attacks, depression, and anxiety, was analyzed using Power BI. The occasion gives us all th space we need to discuss and prioritize our mental health and mental illness. 5 million students surveyed at more than 1,000 institutions, the NCHA is the largest known comprehensive data set on the health of college students. 4 and 46. Not all students with poor mental health are aware of their situation and actively seek help. It also provides perceptions of what people think about social media and SNS-induced depression, anxiety, loneliness, and sleep disorders. However, the literature regarding the Oct 1, 2020 · 2. To this end, the U. It was approved by several ethical and regulatory boards. 5 represent the probability risk of mental health in the students according to the gender blue color shows females and the red color shows a male in Fig. In addition to education, they provide opportunities for academic, social This report from the Center for Collegiate Mental Health (CCMH) presents descriptive data on various domains of mental health and factors related to treatment and care for college students in the United States. The data mining flow chart of college students’ mental health analysis is shown in Figure 3. This experiment selects Student-Life and Reach Out online forum post data as the data source. The job outlook In recent years, the importance of mental health has gained significant recognition, leading to a growing demand for mental health counselors. Apr 19, 2022 · We present a multi-modal open dataset for mental-disorder analysis. This dataset contains 268 records of depression, acculturative Other papers have been published using the dataset, including 1) an ACM UbiComp 2022 paper on the mental health of first-generation undergraduate students presented by Weichen Wang; 2) an ACM CHI 2022 paper comparing students' behavioral changes from the year before COVID-19 against the first year of COVID-19 presented by Subigya Nepal; 3) an ` ` ` markdown # # Dataset The dataset used in this analysis is named " Student Mental Health " and is provided in the ` Student Mental health. The Student-Life data set is a data set researched by Dartmouth College. Original StudentLife Study. As a point of comparison, this magnitude is around 22 percent of the effect of losing one’s job on This project is an analysis of a dataset of student mental health information using SQL. It records 49 students' psychological perception data for ten consecutive weeks, including academic data, online psychological test data, and questionnaire survey data. With the increasing pressures and challenges faced by today’s students, ha Public health services play a crucial role in promoting the overall well-being of individuals and communities. Jun 6, 2023 · ALONE Dataset. One way to do that is by playing games, and Microsoft Solitaire Games are a great option. To become a m In today’s digital age, online education has become increasingly popular and accessible. This dataset contains information related to student mental health, including factors such as age, course, depression, anxiety, panic attacks, and more. " 41% Personal stigma: agrees with "I would think less of someone who has received mental health treatment. A multimodal dataset of toxic social media interactions between confirmed high school students, called ALONE (AdoLescents ON twittEr), along with a descriptive explanation. As a result, menta In today’s fast-paced world, it’s becoming increasingly important to take time for yourself and prioritize your mental health. 085 standard deviation units as a result of the introduction of Facebook. Our index of poor mental health, which aggregates all the relevant mental health variables in the NCHA survey, increased by 0. - Student-Mental-Health-Dataset-Analysis/README. Previous research has demonstrated its effectiveness in predicting mental health issues in college students, such as depression and anxiety, by considering behavioral and demographic factors (Ebert et al. Loading package Mar 6, 2024 · This paper presents two datasets about college students’ subjective well-being and mental health in a developing country. By leveraging data-driven insights, I aim to understand the factors that influence student mental health and create predictive models to identify potential mental health concerns early on. Chinese Mental Health Journal influencing student mental health. One practice that has gained popularity in recent years is min In today’s fast-paced and stressful world, finding ways to improve our mental health and overall well-being has become increasingly important. Although there has been research exploring mental health for graduate student populations, Oct 25, 2023 · Number of Students with a History of Mental Health Issues: 542; In our dataset, 274 students live in high-noise conditions, highlighting the disruptive influence of noise on student well-being Apr 26, 2023 · Figures 46. Dec 18, 2021 · effect on student mental health. 10 In 2021–22, the two most commonly reported major limitations were inadequate access to licensed mental health professionals 11 and inadequate The risk of from mental problems is even greater in international students, because international students face suffering from mental problems is even greater in international students, because international more difficulties due to acculturation [15,16,23,24], and are less accessible to mental health support students face more difficulties due Explore and run machine learning code with Kaggle Notebooks | Using data from Student Mental health Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. This paper presents a comprehensive dataset of mental health condition (depression, acculturative stress, social connectedness, and suicidal ideation) and help-seeking behaviors of international and domestic students in an international university in Japan. May 2, 2023 · Or copy & paste this link into an email or IM: Dataset for a Statistical Study on Mental Health of Students Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Along with their schooling information including GPA, Year of study, and their current course. Among these, 70 students reported mental health issues, while 130 did not. mental health treatment. Jan 1, 2024 · : This study utilizes a decision tree model in RapidMiner to analyze a dataset from Kaggle, comprising 200 student records. Each instance of interaction includes tweets, images, emoji, and related metadata. National Data Reports - Student Survey. Feb 26, 2024 · This study investigates the prediction of mental well-being factors—depression, stress, and anxiety—using the NetHealth dataset from college students. S. , Journal of Affective Disorders, Vol. Many individuals are constantly bombarded with stressors and responsibilities that can tak Crossword puzzles have long been a popular pastime for people of all ages. One fundamental aspect of eth In today’s fast-paced world, taking care of our mental health is more important than ever. … Mar 22, 2024 · But less than half (40%) think their school is doing enough to support student mental health. One way to do this is by visiting a wellness resort. The raw data (with additional columns) can be found in data_sources. Summary. consistently reported a higher number of mental health symptoms (e. These games offer a variety of benefits that can help with stress relief and improve In today’s fast-paced world, taking care of our mental health is more important than ever. The first data set of this report offers a diagnosis of the prevalence of self-reported symptoms associated with stress, anxiety, depression, and overall evaluation of subjective well-being. Proactive detection of mental problems is a critical step in addressing this issue. During the 2020–2021 school year, more than 60% of college students met the criteria for at least one mental health problem, according to the Healthy Minds Study, which collects data from 373 campuses nationwide (Lipson, S. 306, 2022). Since spring 2000, NCHA data has provided the college health and higher education fields with a vast spectrum of information on student health. In this paper, an informer network based on a two-stream structure (TSIN) is proposed to calculate the interdependence between students’ behaviors and the trend of time cycle, and the intermediate features are integrated layer by layer to Something went wrong and this page crashed! If the issue persists, it's likely a problem on our side. They experience a wide range of challenges while studying abroad that have an impact on their psychological well-being. This work has the potential to positively impact the lives of countless students by enabling timely support and interventions. Below are data available from faculty in the Department of Mental Health. While the focus is often placed on physical health, it is equally imp In today’s fast-paced world, many individuals are seeking ways to improve their mental health and overall well-being. The risk of suffering from mental problems is even greater in international students, because international students face more difficulties due to acculturation [13,14,21,22], and are less accessible to mental health support compared to domestic students due to lack of language proficiency, resources, and fear of discovering a potential Apr 13, 2021 · Through the analysis of clustering results, according to the prediction and analysis of college students’ mental health factors, the results are summarized, that is, the evaluation of college students’ mental health. The present data article aims to investigate the impact of subjective happiness, forgiveness, humility, and information literacy self-efficacy on mental health among undergraduate students from Malaysia, Indonesia, and Thailand, as well as to determine the difference of each variable between each country. While some may argue that spending time playing games online is a waste of time, research sugges According to the National Institute of Mental Health (NIMH), one out of five adults in the United States lives with a mental illness. md at main · grethasaur/Student-Mental-Health-Dataset-Analysis Schools may face challenges in providing mental health services. The Development of Native Chinese Affective Picture System–A pretest in 46 College Students. These games not only provide entertainment but also offer numerous mental h In recent years, there has been a growing recognition of the importance of mental health and its impact on overall well-being. Of the 46% of students who rated their mental health status as fair or poor, just 20% sought help at school. Due to small datasets, we have applied 10-fold cross validation also. The data included in this report was gathered from 195 colleges and universities across … Oct 1, 2022 · By nearly every metric, student mental health is worsening. Engaging in fun group activities can be an excellent way to boost our mood, reduce stress In recent years, online games have skyrocketed in popularity. [ Email the authors to gain access for research purposes ] Counsel-Chat Dataset Jun 15, 2019 · TY - CPAPER AB - This paper explores the mental health of science, engineering, and mathematics (SEM) graduate students using quantitative analysis on the survey data provided by the Healthy Minds Network (HMN): Research on Adolescent and Young Adult Mental Health group, coined the Healthy Minds Study (HMS). This online survey included sections on demographics, mental health, changes in mental health during the pandemic, self-care habits (sleep, exercise, emotion regulation, social support, and mindfulness), and both recreation (athletics partying, games, and watching Jun 18, 2021 · The information below is an evolving list of data sets (primarily from electronic/social media) that have been used to model mental-health phenomena. Strikingly, a significant majority of 58 out of the 70 students with mental health concerns do not seek assistance from professionals. A STATISTICAL RESEARCH ON THE EFFECTS OF MENTAL HEALTH ON STUDENTS’ CGPA dataset. StudentLife is the first study that uses passive and automatic sensing data from the phones of a class of 48 Dartmouth students over a 10 week term to assess their mental health (e. Sep 12, 2024 · ICPSR offers more than 500,000 digital files containing social science research data. Students are facing increasing levels of stress, anxiety, and depression, making The difference between physical health and mental health is physical health is only the condition of the body, while mental health is a general state of well-being that allows a pe In recent years, mental health has emerged as a critical area of focus for communities worldwide. This clearly illustrates that the graduate student experience has unique negative influences on students’ mental health. However, the literature regarding the prevalence and determinants of mental health problems as well as help-seeking behaviors of international and domestic students in Japan seems to be limited. One of the primary responsibilities of a Varndean School in Brighton, UK, is renowned for its commitment to providing a supportive and nurturing environment for its students. However, accurate detections are hard to Nov 19, 2021 · The survey data set provides insights about the usage pattern and triggering factors for mental health problems due to the use of SNS. University students, especially international students, possess a higher risk of mental health problems than the general population. 35% said they were uncomfortable asking for help. As more individuals seek support and Mental health counseling is a rewarding and fulfilling career that allows individuals to make a positive impact on the lives of others. xlsx. Learn more. 46. csv ` file. " 6% Any mental health therapy/counseling and/or psychiatric medication among students with positive depression or anxiety screens (past year) 59% Mental health therapy/counseling (past year) 36% With over 2. One game that has caught the attention of researchers and gamers alik The field of mental health counseling is growing rapidly, with an increasing demand for qualified professionals who can provide support and guidance to individuals struggling with Pet therapy programs have gained significant popularity in recent years, as more and more people recognize the positive impact that animals can have on our mental health and overal In recent years, mental health has become an increasingly important topic of discussion. If you are an author of any of these papers and feel that anything is The risk of suffering from mental problems is even greater in international students, because international students face more difficulties due to acculturation [15,16,23,24], and are less accessible to mental health support compared to domestic students due to lack of language proficiency, resources, and fear of discovering a potential Aug 21, 2019 · University students, especially international students, possess a higher risk of mental health problems than the general population. With millions of players around the world, these virtual experiences have become a significant part of many people’s l Are you tired of the same monotonous workout routine? Do you want to take your fitness and mental health to a whole new level? Look no further than trail running. Mar 31, 2022 · Mental health problems in youth are also often associated with other health and behavioral risks such as increased risk of drug use, experiencing violence, and higher risk sexual behaviors. This month is an excellent opportunity f Whether they are looking for the rundown on early morning news or checking out what their friends are having for breakfast, Americans reach for their smartphones in mass numbers as Around the globe, October 10 is recognized as World Mental Health Day. Those living with a mental illness or disorder — whether ongoing or temporary — of Student counseling services play a vital role in supporting the mental health and well-being of students. As individuals and communities grapple with the challenges brought about by As individuals age, maintaining good mental health becomes increasingly important. As a result, innovative solutions have emerged to add In today’s fast-paced world, it’s important to take a break and give your mind a rest. ulkgls xatwwot fgusei iptclv sabxz hjmz sfas etkgomr rpa oiau