{"id":26242160,"url":"https://github.com/emonrezabd/study-on-mental-health","last_synced_at":"2026-02-05T23:32:01.059Z","repository":{"id":116767176,"uuid":"552007996","full_name":"EmonRezaBD/study-on-mental-health","owner":"EmonRezaBD","description":"Exploring the State and Factors Affecting Mental Health of High School Students in Bangladesh During COVID-19 Pandemic","archived":false,"fork":false,"pushed_at":"2023-09-21T06:50:37.000Z","size":1884,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-13T09:49:43.482Z","etag":null,"topics":["anxiety","covid-19","depression","high-school-students","machine-learning","mental-health"],"latest_commit_sha":null,"homepage":"","language":"TeX","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/EmonRezaBD.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2022-10-15T15:52:45.000Z","updated_at":"2023-04-09T04:12:32.000Z","dependencies_parsed_at":null,"dependency_job_id":"cf131ba5-41a0-494a-aa76-2224c4ade07c","html_url":"https://github.com/EmonRezaBD/study-on-mental-health","commit_stats":null,"previous_names":["emonrezabd/study-on-mental-health"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/EmonRezaBD/study-on-mental-health","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EmonRezaBD%2Fstudy-on-mental-health","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EmonRezaBD%2Fstudy-on-mental-health/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EmonRezaBD%2Fstudy-on-mental-health/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EmonRezaBD%2Fstudy-on-mental-health/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/EmonRezaBD","download_url":"https://codeload.github.com/EmonRezaBD/study-on-mental-health/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EmonRezaBD%2Fstudy-on-mental-health/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29138375,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-02-05T23:14:48.546Z","status":"ssl_error","status_checked_at":"2026-02-05T23:14:35.724Z","response_time":65,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["anxiety","covid-19","depression","high-school-students","machine-learning","mental-health"],"created_at":"2025-03-13T09:49:45.473Z","updated_at":"2026-02-05T23:32:01.040Z","avatar_url":"https://github.com/EmonRezaBD.png","language":"TeX","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Exploring the State and Factors Affecting Mental Health of High School Students in Bangladesh During COVID-19 Pandemic\nThis codebase is created for the research purpose. However, materials presented here are introduced for our submission to [NCIM 2023](https://confncim.com/) \u003cbr\u003e\nIt is accepted in NCIM 2023 and available in IEEE Xplore. For reading the full article visit here : \u003ccode\u003e[10.1109/NCIM59001.2023.10212757](https://ieeexplore.ieee.org/abstract/document/10212757)\u003c/code\u003e\n\n## Table of Contents \nThe repository is organized as follow:\n* \u003ccode\u003efigs\u003c/code\u003econtains all the required images mentioned in the article. (i.e. Appendix images etc.)\n* \u003ccode\u003etables\u003c/code\u003econtains all the required tables which is mentioned in the article\n* \u003ccode\u003eREADME.md\u003c/code\u003eall information about the repository\n* \u003ccode\u003eTable I\u003c/code\u003e Group difference of having specific 6-items KADS for Depression\n* \u003ccode\u003eTable II\u003c/code\u003e Group difference of having specific 7-item GAD-7 for Anxiety\n* \u003ccode\u003eTable III\u003c/code\u003ewhich was partially shown in the article due to page constratin. It has been fully shown in the below table.\n## Associated Tables\nTable-1: Group difference of having specific 6-items KADS\n| Variable | Χ² (df) | p-value |\n|-----------------------------------------------------------------------------------------------------------------------------------------------|-------------|---------|\n| Low mood, sadness, feeling blah or down, depressed, just can’t be bothered? | 79.125 (3) | \u003c.001 |\n| Feelings of worthlessness, hopelessness, letting people down, not being a good person? | 118.786 (3) | \u003c.001 |\n| Feeling tired, feeling fatigued, low in energy, hard to get motivated, have to push to get things done, want to rest or lie down a lot? | 79.177 (3) | \u003c.001 |\n| Feeling that life is not very much fun, not feeling good when usually would feel good, not getting as much pleasure from fun things as usual? | 120.112 (3) | \u003c.001 |\n| Feeling worried, nervous, panicky, tense, keyed up, anxious? | 103.845 (3) | \u003c.001 |\n| Thoughts, plans or actions about suicide or self-harm? | 74.183 (3) | \u003c.001 |\n\nTable-2: Group difference of having specific 7-item GAD-7\n| Variable | Χ² (df) | p-value |\n|-----------------------------------------------------|--------------|---------|\n| Feeling nervous, anxious or on edge? | 131.256 (21) | \u003c0.001 |\n| Not being able to stop or control worrying? | 75.598 (12) | \u003c0.001 |\n| Worrying too much about different things? | 71.482 (18) | \u003c0.001 |\n| Trouble relaxing | 90.324 (15) | \u003c0.001 |\n| Being so restless that it's hard to sit still? | 101.532 (12) | \u003c0.001 |\n| Becoming easily annoyed or irritable? | 68.830(12) | \u003c0.001 |\n| Feeling afraid as if something awful might happen? | 61.932 (15) | \u003c0.001 |\n\nTable-3: Prevalence statistics of anxiety, depression, relationship with family members and friends,\ndaily activities,family financial, longer uses of electronic devices, academic/study-related \nissues, knowledge of COVID-19 of the respondents during pandemic (N=158)\n| No | Questions | Classification | Frequency | Percentage |\n|:--:|:-------------------------------------------------------------------------------------------------------------:|:--------------------------:|:---------:|:----------:|\n| 1 | Anxiety | Mild to Moderate anxiety | 84 | 61.3 |\n| | | Normal | 40 | 29.2 |\n| | | Severe anxiety | 13 | 9.5 |\n| 2 | Depression | Depression | 72 | 52.6 |\n| | | Normal | 65 | 47.4 |\n| | | Total | 137 | 100.0 |\n| 3 | Gender | Female | 71 | 51.8 |\n| | | Male | 66 | 48.2 |\n| 4 | Have you ever used any online platform for studying like Zoom, YouTube, Google Classroom before COVID-19? | No | 44 | 32.1 |\n| | | Yes | 93 | 67.9 |\n| 5 | Rate your understanding level of the class lecture through online classes | Excellent | 13 | 9.5 |\n| | | Good | 73 | 53.3 |\n| | | Poor | 51 | 37.2 |\n| 6 | How often you faced internet connection issues while attending online classes or during exam time? | Always | 26 | 19.0 |\n| | | Not at all | 9 | 6.6 |\n| | | Sometimes | 102 | 74.5 |\n| 7 | How comfortable are you taking online classes with the devices available to you? | Not satisfied | 40 | 29.2 |\n| | | Satisfied | 97 | 70.8 |\n| 8 | How much are you worried about your studies getting affected due to COVID-19? | Moderate | 53 | 38.7 |\n| | | Not at all | 18 | 13.1 |\n| | | Very Much | 66 | 48.2 |\n| 9 | Have you ever felt taking online classes as an extra burden to your day to day life? | No | 48 | 35.0 |\n| | | Yes | 89 | 65.0 |\n| 10 | How's your teacher's attitude towards your studies in lockdown? | Moderate | 86 | 62.8 |\n| | | Unsatisfactory | 32 | 23.4 |\n| | | Very cooperative | 19 | 13.9 |\n| 11 | How much time on average do you spend per day on your smartphone/computer for academic purpose? | 2-4 hrs | 40 | 29.2 |\n| | | 5-8 hrs | 58 | 42.3 |\n| | | 9| hrs | 39 | 28.5 |\n| 12 | How much time on average do you spend per day on social media for non-academic activity? | 1-3 hrs | 57 | 41.6 |\n| | | 4-6 hrs | 58 | 42.3 |\n| | | 7-10 hrs | 22 | 16.1 |\n| 13 | How often do you play games in computer ? | Always | 7 | 5.1 |\n| | | Never | 91 | 66.4 |\n| | | Sometimes | 39 | 28.5 |\n| 14 | Are you on a healthy diet? | No | 59 | 43.1 |\n| | | Yes | 78 | 56.9 |\n| 15 | Do you feel your sleeping cycle and daily routine is hampered due to the COVID-19 situation? | No | 30 | 21.9 |\n| | | Yes | 107 | 78.1 |\n| 16 | How many hours do you sleep on average per day nowadays? | 4-6 hrs | 40 | 29.2 |\n| | | 6-8 hrs | 79 | 57.7 |\n| | | 9-12 hrs | 18 | 13.1 |\n| 17 | How often are you doing physical exercise? | Everyday | 16 | 11.7 |\n| | | Never | 58 | 42.3 |\n| | | Occasionally | 63 | 46.0 |\n| 18 | How often do you spent quality time with your family members? | Once in a while | 19 | 13.9 |\n| | | Sometimes | 79 | 57.7 |\n| | | Very often | 39 | 28.5 |\n| 19 | Relational state with your parents. | Excellent | 48 | 35.0 |\n| | | Good | 80 | 58.4 |\n| | | Poor | 9 | 6.6 |\n| 20 | How often your family member have conflict among themselves? | Never | 31 | 22.6 |\n| | | Sometimes | 88 | 64.2 |\n| | | Very often | 18 | 13.1 |\n| 21 | Have you lost any very close family member due to COVID? | No | 116 | 84.7 |\n| | | Yes | 21 | 15.3 |\n| 22 | Have you faced any communication gaps with your friends during lockdown? | No | 38 | 27.7 |\n| | | Yes | 99 | 72.3 |\n| 23 | Do your family faced any financial crisis for COVID 19 situation? | No | 98 | 71.5 |\n| | | Yes | 39 | 28.5 |\n| 24 | Do you maintain COVID hygiene habits? | Always | 94 | 68.6 |\n| | | Sometimes | 43 | 31.4 |\n| 25 | How would you rate your knowledge level regarding COVID-19? | Excellent | 26 | 19.0 |\n| | | Good | 92 | 67.2 |\n| | | Poor | 19 | 13.9 |\n\n## BibTeX Citation\n\nIf you use this article, we would appreciate using the following citations:\n```\n@inproceedings{reza2023factors,\n title={Factors Affecting Mental Health of High School Students due to COVID-19: An Exploratory Study},\n author={Reza, Md Rokonuzzaman and Islam, Muhammad Nazrul and Islam, Mohian and Mumu, Afnan Alauddin and Al Faisal, Faiz},\n booktitle={2023 International Conference on Next-Generation Computing, IoT and Machine Learning (NCIM)},\n pages={1--6},\n year={2023},\n organization={IEEE}\n}\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Femonrezabd%2Fstudy-on-mental-health","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Femonrezabd%2Fstudy-on-mental-health","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Femonrezabd%2Fstudy-on-mental-health/lists"}