Najmeh Motaghi, Amin Saberinia, Hamideh Arvan, Mehdi Ahmadinejad, Hossein Ali Ebrahimi Meimand, Fatemeh Navadeh Khodadadi, Mahdiyeh Khazaneha
{"title":"创伤性脑损伤的全球趋势和心理社会影响:文献计量学和机器学习分析。","authors":"Najmeh Motaghi, Amin Saberinia, Hamideh Arvan, Mehdi Ahmadinejad, Hossein Ali Ebrahimi Meimand, Fatemeh Navadeh Khodadadi, Mahdiyeh Khazaneha","doi":"10.1080/23279095.2025.2507845","DOIUrl":null,"url":null,"abstract":"<p><strong>Aim: </strong>Traumatic brain injury (TBI) is particularly common in low- and middle-income countries, disproportionately affecting youth. While around 80% of TBI cases are classified as mild, even these can lead to disabling symptoms.</p><p><strong>Methodology: </strong>This study involved a comprehensive search for relevant articles published between 1934 and 2024 across multiple databases, utilizing specific keywords for data collection. Bibliometric analyses were conducted using R and VOSviewer tools to evaluate the literature.</p><p><strong>Results: </strong>The analysis included scientific and machine learning evaluations of TBI's pathophysiology, prognosis, and consequences, such as cognitive, behavioral, and physical outcomes, as well as therapeutic interventions and rehabilitation strategies. The findings underscore the need for increased attention to the psychosocial consequences of TBI. Evidence-based research can guide efforts to enhance the quality of life for both patients and caregivers.</p><p><strong>Conclusion: </strong>To improve therapeutic and rehabilitation options for TBI patients, collaborative efforts are essential to support ongoing research in this area. By focusing on the multidimensional effects of TBI, we can better address the needs of individuals living with the long-term consequences of this condition.</p>","PeriodicalId":51308,"journal":{"name":"Applied Neuropsychology-Adult","volume":" ","pages":"1-15"},"PeriodicalIF":1.5000,"publicationDate":"2025-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Global trends and psychosocial effects of traumatic brain injury: A bibliometric and machine learning analysis.\",\"authors\":\"Najmeh Motaghi, Amin Saberinia, Hamideh Arvan, Mehdi Ahmadinejad, Hossein Ali Ebrahimi Meimand, Fatemeh Navadeh Khodadadi, Mahdiyeh Khazaneha\",\"doi\":\"10.1080/23279095.2025.2507845\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Aim: </strong>Traumatic brain injury (TBI) is particularly common in low- and middle-income countries, disproportionately affecting youth. While around 80% of TBI cases are classified as mild, even these can lead to disabling symptoms.</p><p><strong>Methodology: </strong>This study involved a comprehensive search for relevant articles published between 1934 and 2024 across multiple databases, utilizing specific keywords for data collection. Bibliometric analyses were conducted using R and VOSviewer tools to evaluate the literature.</p><p><strong>Results: </strong>The analysis included scientific and machine learning evaluations of TBI's pathophysiology, prognosis, and consequences, such as cognitive, behavioral, and physical outcomes, as well as therapeutic interventions and rehabilitation strategies. The findings underscore the need for increased attention to the psychosocial consequences of TBI. Evidence-based research can guide efforts to enhance the quality of life for both patients and caregivers.</p><p><strong>Conclusion: </strong>To improve therapeutic and rehabilitation options for TBI patients, collaborative efforts are essential to support ongoing research in this area. By focusing on the multidimensional effects of TBI, we can better address the needs of individuals living with the long-term consequences of this condition.</p>\",\"PeriodicalId\":51308,\"journal\":{\"name\":\"Applied Neuropsychology-Adult\",\"volume\":\" \",\"pages\":\"1-15\"},\"PeriodicalIF\":1.5000,\"publicationDate\":\"2025-06-02\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Applied Neuropsychology-Adult\",\"FirstCategoryId\":\"102\",\"ListUrlMain\":\"https://doi.org/10.1080/23279095.2025.2507845\",\"RegionNum\":4,\"RegionCategory\":\"心理学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"CLINICAL NEUROLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Applied Neuropsychology-Adult","FirstCategoryId":"102","ListUrlMain":"https://doi.org/10.1080/23279095.2025.2507845","RegionNum":4,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"CLINICAL NEUROLOGY","Score":null,"Total":0}
Global trends and psychosocial effects of traumatic brain injury: A bibliometric and machine learning analysis.
Aim: Traumatic brain injury (TBI) is particularly common in low- and middle-income countries, disproportionately affecting youth. While around 80% of TBI cases are classified as mild, even these can lead to disabling symptoms.
Methodology: This study involved a comprehensive search for relevant articles published between 1934 and 2024 across multiple databases, utilizing specific keywords for data collection. Bibliometric analyses were conducted using R and VOSviewer tools to evaluate the literature.
Results: The analysis included scientific and machine learning evaluations of TBI's pathophysiology, prognosis, and consequences, such as cognitive, behavioral, and physical outcomes, as well as therapeutic interventions and rehabilitation strategies. The findings underscore the need for increased attention to the psychosocial consequences of TBI. Evidence-based research can guide efforts to enhance the quality of life for both patients and caregivers.
Conclusion: To improve therapeutic and rehabilitation options for TBI patients, collaborative efforts are essential to support ongoing research in this area. By focusing on the multidimensional effects of TBI, we can better address the needs of individuals living with the long-term consequences of this condition.
期刊介绍:
pplied Neuropsychology-Adult publishes clinical neuropsychological articles concerning assessment, brain functioning and neuroimaging, neuropsychological treatment, and rehabilitation in adults. Full-length articles and brief communications are included. Case studies of adult patients carefully assessing the nature, course, or treatment of clinical neuropsychological dysfunctions in the context of scientific literature, are suitable. Review manuscripts addressing critical issues are encouraged. Preference is given to papers of clinical relevance to others in the field. All submitted manuscripts are subject to initial appraisal by the Editor-in-Chief, and, if found suitable for further considerations are peer reviewed by independent, anonymous expert referees. All peer review is single-blind and submission is online via ScholarOne Manuscripts.