首页 > 最新文献

Clinical Practice and Epidemiology in Mental Health最新文献

英文 中文
Are Nurses Working in Mental Health in a Time of Changing Approaches More Exposed to Stress than other Professionals? Job Satisfaction and Perception of Respect for the Rights of Users in Seven Different Countries Worldwide. 在方法不断变化的时代,从事心理健康工作的护士比其他专业人员更容易受到压力吗?全球七个不同国家的工作满意度与对使用者权利尊重的感知。
Q2 Medicine Pub Date : 2024-12-31 eCollection Date: 2024-01-01 DOI: 10.2174/0117450179349117241211094816
Cesar Ivan Aviles Gonzalez, Sara De Matteis, Yessika Madelaine Abarca Arias, Doris Marina Cerchiaro Fernandez, Martha Esther Guerra Munoz, Goce Kalcev, Maura Galletta, Maria Rita Pinna, Rober Romero Ramirez, Maria Veronica Brasesco, Uta Ouali, Fabrizio Bert, Mehmet Eskin, Massimo Tusconi, Mauro Giovanni Carta

Background: The perception of respect for users' rights is fundamental for organizational well-being in mental health services. This cross-sectional observational study examined the job satisfaction and perception of user rights among nursing staff compared to other health professionals across seven countries in the Mediterranean and Latin American regions. This research measures this perception among nursing staff in different countries, with a particular focus on regional differences and professional roles.

Methods: Data were collected from mental health services in four Mediterranean and three Latin American countries via a structured questionnaire (Well-Being at Work and Respect Rights Questionnaire - WWRR), administered both online and on paper. Using multivariable logistic regression, the study analyzed associations between job satisfaction, respect for rights, and various socio-demographic and professional factors.

Results: Among 408 nurses and 492 other health professionals, findings revealed significant cross-country variability. Nurses in North Macedonia reported higher job satisfaction and perceived respect for user rights than other professionals (p<0.0001 in all items of the questionnaire), while Tunisian nurses showed lower organizational satisfaction but higher respect for user rights (p=0.033 for respect for rights). However, in general, no significant differences were found between nurses and other professionals across all items.

Conclusion: The perception of respect for users' rights is fundamental for organizational well-being in mental health services. The study highlights differences in organizational well-being perceptions across various contexts, emphasizing the need for culturally and economically adapted policies to improve mental health service environments globally. The results indicate the variability in the perception of respect for rights and job satisfaction between different geographical and professional contexts. This indicates the need for policies adapted to specific cultural and economic realities to improve organizational well-being in mental health services.

背景:对用户权利的尊重是心理健康服务机构福利的基础。这项横断面观察性研究考察了地中海和拉丁美洲地区七个国家的护理人员与其他医疗专业人员相比对工作的满意度和用户权利的认知。这项研究衡量了不同国家护理人员的这一感知,尤其关注地区差异和专业角色:方法:通过在线和纸质结构化问卷(Well-Being at Work and Respect Rights Questionnaire - WWRR)从四个地中海国家和三个拉丁美洲国家的精神卫生服务机构收集数据。研究使用多变量逻辑回归分析了工作满意度、尊重权利与各种社会人口和专业因素之间的关联:在 408 名护士和 492 名其他卫生专业人员中,研究结果显示出显著的跨国差异。与其他专业人员相比,北马其顿的护士对工作的满意度更高,对用户权利的尊重感更强(权利尊重感的 pp=0.033)。然而,总体而言,护士和其他专业人员在所有项目上都没有发现明显差异:结论:对用户权利的尊重感是心理健康服务机构幸福感的基础。本研究强调了不同背景下组织幸福感的差异,强调需要制定适应文化和经济的政策,以改善全球心理健康服务环境。研究结果表明,在不同地域和专业背景下,人们对尊重权利和工作满意度的认识存在差异。这表明需要制定适应特定文化和经济现实的政策,以改善心理健康服务机构的福利。
{"title":"Are Nurses Working in Mental Health in a Time of Changing Approaches More Exposed to Stress than other Professionals? Job Satisfaction and Perception of Respect for the Rights of Users in Seven Different Countries Worldwide.","authors":"Cesar Ivan Aviles Gonzalez, Sara De Matteis, Yessika Madelaine Abarca Arias, Doris Marina Cerchiaro Fernandez, Martha Esther Guerra Munoz, Goce Kalcev, Maura Galletta, Maria Rita Pinna, Rober Romero Ramirez, Maria Veronica Brasesco, Uta Ouali, Fabrizio Bert, Mehmet Eskin, Massimo Tusconi, Mauro Giovanni Carta","doi":"10.2174/0117450179349117241211094816","DOIUrl":"10.2174/0117450179349117241211094816","url":null,"abstract":"<p><strong>Background: </strong>The perception of respect for users' rights is fundamental for organizational well-being in mental health services. This cross-sectional observational study examined the job satisfaction and perception of user rights among nursing staff compared to other health professionals across seven countries in the Mediterranean and Latin American regions. This research measures this perception among nursing staff in different countries, with a particular focus on regional differences and professional roles.</p><p><strong>Methods: </strong>Data were collected from mental health services in four Mediterranean and three Latin American countries <i>via</i> a structured questionnaire (Well-Being at Work and Respect Rights Questionnaire - WWRR), administered both online and on paper. Using multivariable logistic regression, the study analyzed associations between job satisfaction, respect for rights, and various socio-demographic and professional factors.</p><p><strong>Results: </strong>Among 408 nurses and 492 other health professionals, findings revealed significant cross-country variability. Nurses in North Macedonia reported higher job satisfaction and perceived respect for user rights than other professionals (<i>p</i><0.0001 in all items of the questionnaire), while Tunisian nurses showed lower organizational satisfaction but higher respect for user rights (<i>p</i>=0.033 for respect for rights). However, in general, no significant differences were found between nurses and other professionals across all items.</p><p><strong>Conclusion: </strong>The perception of respect for users' rights is fundamental for organizational well-being in mental health services. The study highlights differences in organizational well-being perceptions across various contexts, emphasizing the need for culturally and economically adapted policies to improve mental health service environments globally. The results indicate the variability in the perception of respect for rights and job satisfaction between different geographical and professional contexts. This indicates the need for policies adapted to specific cultural and economic realities to improve organizational well-being in mental health services.</p>","PeriodicalId":35447,"journal":{"name":"Clinical Practice and Epidemiology in Mental Health","volume":"20 ","pages":"e17450179349117"},"PeriodicalIF":0.0,"publicationDate":"2024-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11770828/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143053665","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Pharmacogenetic Testing in Treatment-resistant Panic Disorder: a Preliminary Analysis. 难治性惊恐障碍的药物遗传学检测:初步分析。
Q2 Medicine Pub Date : 2024-12-03 eCollection Date: 2024-01-01 DOI: 10.2174/0117450179337258241031035148
Marcos Fidry, Morena Mourao Zugliani, Mariana Costa do Cabo, Renan Machado Martins, Manuella Assad Gomez, Clara Gitahy Falcão Faria, Antonio Egidio Nardi, Rafael C Freire

Background: Many pharmacological treatments are considered effective in the treatment of panic disorder (PD), however, about 20 to 40% of the patients have treatment-resistant PD. Pharmacogenetics could explain why some patients are treatment-resistant.

Objective: Our objective was to gather preliminary data on the clinical usefulness of pharmacogenetic testing in this disorder.

Methods: Twenty patients with treatment-resistant PD were included in this observational study and submitted to commercial pharmacogenetic testing. Testing panel included gene polymorphisms related to CYP, genes EPHX1, UGT1A4, UGT2B15, ABCB1, ADRA2A, ANKK1, COMT, DRD2, FKBP5, GRIK4, GSK3B, HTR1A, HTR2A, HTR2C, MC4R, OPRM1, SCN1A, SLC6A4 and MTHFR. Participants received treatment-as-usual for PD before being enrolled in this study, including first-line and second-line medications for PD.

Results: In 30% of the patients, the tests indicated reduced chance of response to the prescribed drug, while they indicated very low serum levels of the prescribed drug in 20% of the subjects. The pharmacogenetic tests predicted reduction of MTHFR enzyme activity in 74% of the patients. ABCB1 gene alleles associated to drug resistance were found in 90% of the samples.

Conclusion: Commercial pharmacogenetic testing failed to predict negative treatment outcome in most patients with PD. The association between treatment-resistance in PD and the genes CYP2C19, MTHFR and ABCB1 deserves further study.

背景:许多药物治疗被认为对惊恐障碍(PD)的治疗有效,然而,大约20 - 40%的患者有治疗抵抗性PD。药物遗传学可以解释为什么有些病人对治疗有抗药性。目的:我们的目的是收集药物遗传学检测在这种疾病中的临床应用的初步数据。方法:将20例难治性帕金森病患者纳入这项观察性研究,并进行商业化药物遗传学检测。检测组包括CYP、EPHX1、UGT1A4、UGT2B15、ABCB1、ADRA2A、ANKK1、COMT、DRD2、FKBP5、GRIK4、GSK3B、HTR1A、HTR2A、HTR2C、MC4R、OPRM1、SCN1A、SLC6A4和MTHFR相关基因多态性。在参加这项研究之前,参与者接受了常规的PD治疗,包括一线和二线药物治疗。结果:在30%的患者中,测试表明对处方药反应的机会降低,而在20%的受试者中,测试表明处方药的血清水平非常低。药物遗传学试验预测74%的患者MTHFR酶活性降低。在90%的样本中发现与耐药相关的ABCB1基因等位基因。结论:商业药物遗传学检测无法预测大多数PD患者的阴性治疗结果。PD耐药与CYP2C19、MTHFR和ABCB1基因的关系值得进一步研究。
{"title":"Pharmacogenetic Testing in Treatment-resistant Panic Disorder: a Preliminary Analysis.","authors":"Marcos Fidry, Morena Mourao Zugliani, Mariana Costa do Cabo, Renan Machado Martins, Manuella Assad Gomez, Clara Gitahy Falcão Faria, Antonio Egidio Nardi, Rafael C Freire","doi":"10.2174/0117450179337258241031035148","DOIUrl":"10.2174/0117450179337258241031035148","url":null,"abstract":"<p><strong>Background: </strong>Many pharmacological treatments are considered effective in the treatment of panic disorder (PD), however, about 20 to 40% of the patients have treatment-resistant PD. Pharmacogenetics could explain why some patients are treatment-resistant.</p><p><strong>Objective: </strong>Our objective was to gather preliminary data on the clinical usefulness of pharmacogenetic testing in this disorder.</p><p><strong>Methods: </strong>Twenty patients with treatment-resistant PD were included in this observational study and submitted to commercial pharmacogenetic testing. Testing panel included gene polymorphisms related to CYP, genes <i>EPHX1</i>, <i>UGT1A4</i>, <i>UGT2B15</i>, <i>ABCB1</i>, <i>ADRA2A</i>, <i>ANKK1</i>, <i>COMT</i>, <i>DRD2</i>, <i>FKBP5</i>, <i>GRIK4</i>, <i>GSK3B</i>, <i>HTR1A</i>, <i>HTR2A</i>, <i>HTR2C</i>, <i>MC4R</i>, <i>OPRM1</i>, <i>SCN1A</i>, <i>SLC6A4</i> and <i>MTHFR</i>. Participants received treatment-as-usual for PD before being enrolled in this study, including first-line and second-line medications for PD.</p><p><strong>Results: </strong>In 30% of the patients, the tests indicated reduced chance of response to the prescribed drug, while they indicated very low serum levels of the prescribed drug in 20% of the subjects. The pharmacogenetic tests predicted reduction of MTHFR enzyme activity in 74% of the patients. ABCB1 gene alleles associated to drug resistance were found in 90% of the samples.</p><p><strong>Conclusion: </strong>Commercial pharmacogenetic testing failed to predict negative treatment outcome in most patients with PD. The association between treatment-resistance in PD and the genes CYP2C19, MTHFR and ABCB1 deserves further study.</p>","PeriodicalId":35447,"journal":{"name":"Clinical Practice and Epidemiology in Mental Health","volume":"20 ","pages":"e17450179337258"},"PeriodicalIF":0.0,"publicationDate":"2024-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11748058/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143013169","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Exploring Mental Health Issues and Priorities in Indonesia Through Qualitative Expert Consensus. 通过定性专家共识探索印度尼西亚的心理健康问题和优先事项。
Q2 Medicine Pub Date : 2024-11-07 eCollection Date: 2024-01-01 DOI: 10.2174/0117450179331951241022175443
Ray Wagiu Basrowi, Tjhin Wiguna, Kristin Samah, Nila Djuwita F Moeloek, Mudji Soetrisno, Semiarto Aji Purwanto, Maria Ekowati, Adriana Elisabeth, Andre Rahadian, Bacelius Ruru, Bunga Pelangi

Background: Mental health well-being is a fundamental human right. However, mental health awareness is not yet considered as a main priority for the government and public in Indonesia. Thus, there is an urgent need for Indonesians to fully comprehend the importance of raising mental health awareness.

Methods: A discussion among 45 experts in September until October 2023 was conducted by the Community Caucus Caring for Mental Health to raise an awareness of the importance of mental health in Indonesia. The results were reported as an expert consensus.

Results: The discussion acknowledged the urgency of managing mental health issue along with its five key drivers and three essences. It identified nine specific themes of mental health issues in Indonesia by focusing on four high-risk population groups. The consensus proposed multi-pronged recommendations, i.e., developing personalized mental health-related campaigns and movements, conducting mental health-relevant studies at clinical and community settings, incorporating of mental health awareness in teaching curriculum and family's discussion, innovating technology for screening and diagnosing mental health issues, as well as an providing mental health first-aid with wide access to all population.

Conclusion: The expert consensus concluded that Indonesians must start to prioritize mental health awareness and to provide sufficient resources to screen, diagnose and treat individuals with mental health disorders. The expert consensus identified nine specific themes of mental health issues in Indonesia and subsequently proposed multi-pronged recommendations with an aim to improve mental health awareness in Indonesia.

背景:心理健康是一项基本人权。然而,精神卫生意识尚未被视为印尼政府和公众的主要优先事项。因此,印尼人迫切需要充分认识到提高心理健康意识的重要性。方法:社区精神卫生核心小组于2023年9月至10月对45名专家进行了讨论,以提高人们对印度尼西亚精神卫生重要性的认识。结果作为专家共识报告。结果:讨论承认管理心理健康问题的紧迫性及其五个关键驱动因素和三个本质。它确定了印度尼西亚心理健康问题的九个具体主题,重点关注四个高危人群。协商一致意见提出了多管齐下的建议,即开展个性化的与心理健康有关的宣传和运动,在临床和社区环境中开展与心理健康有关的研究,将心理健康意识纳入教学课程和家庭讨论,创新筛查和诊断心理健康问题的技术,以及向所有人口广泛提供心理健康急救。结论:专家共识的结论是,印度尼西亚人必须开始优先重视心理健康意识,并提供足够的资源来筛查、诊断和治疗患有心理健康障碍的个人。专家共识确定了印度尼西亚心理健康问题的九个具体主题,随后提出了多管齐下的建议,目的是提高印度尼西亚的心理健康意识。
{"title":"Exploring Mental Health Issues and Priorities in Indonesia Through Qualitative Expert Consensus.","authors":"Ray Wagiu Basrowi, Tjhin Wiguna, Kristin Samah, Nila Djuwita F Moeloek, Mudji Soetrisno, Semiarto Aji Purwanto, Maria Ekowati, Adriana Elisabeth, Andre Rahadian, Bacelius Ruru, Bunga Pelangi","doi":"10.2174/0117450179331951241022175443","DOIUrl":"10.2174/0117450179331951241022175443","url":null,"abstract":"<p><strong>Background: </strong>Mental health well-being is a fundamental human right. However, mental health awareness is not yet considered as a main priority for the government and public in Indonesia. Thus, there is an urgent need for Indonesians to fully comprehend the importance of raising mental health awareness.</p><p><strong>Methods: </strong>A discussion among 45 experts in September until October 2023 was conducted by the Community Caucus Caring for Mental Health to raise an awareness of the importance of mental health in Indonesia. The results were reported as an expert consensus.</p><p><strong>Results: </strong>The discussion acknowledged the urgency of managing mental health issue along with its five key drivers and three essences. It identified nine specific themes of mental health issues in Indonesia by focusing on four high-risk population groups. The consensus proposed multi-pronged recommendations, <i>i.e</i>., developing personalized mental health-related campaigns and movements, conducting mental health-relevant studies at clinical and community settings, incorporating of mental health awareness in teaching curriculum and family's discussion, innovating technology for screening and diagnosing mental health issues, as well as an providing mental health first-aid with wide access to all population.</p><p><strong>Conclusion: </strong>The expert consensus concluded that Indonesians must start to prioritize mental health awareness and to provide sufficient resources to screen, diagnose and treat individuals with mental health disorders. The expert consensus identified nine specific themes of mental health issues in Indonesia and subsequently proposed multi-pronged recommendations with an aim to improve mental health awareness in Indonesia.</p>","PeriodicalId":35447,"journal":{"name":"Clinical Practice and Epidemiology in Mental Health","volume":"20 ","pages":"e17450179331951"},"PeriodicalIF":0.0,"publicationDate":"2024-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11748059/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143013165","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Factors Associated with Stress among Healthcare Personnel after COVID-19 in Northeast Thailand: A Cross-sectional Study. 泰国东北部COVID-19后医护人员压力相关因素:一项横断面研究
Q2 Medicine Pub Date : 2024-10-08 eCollection Date: 2024-01-01 DOI: 10.2174/0117450179327231240924054645
Pornpimon Chupanich, Pratoomrat Aotprapai, Sakda Seesophon, Pokkamol Laoraksawong

Background: The coronavirus disease (COVID-19) has affected people psychologically worldwide, particularly healthcare personnel. Even though the COVID-19 pandemic situation has eased, healthcare personnel must still perform their duties, which has resulted in psychological impacts, particularly stress.

Objectives: This study aimed to examine the risk factors associated with stress among healthcare personnel post-COVID-19 pandemic in northeast Thailand.

Methods: A cross-sectional analytic design was conducted from January to April 2023. One thousand and three hundred healthcare workers were selected from primary, secondary, and tertiary hospitals across 16 districts within Chaiyaphum province. The questionnaires were used to collect data, and the stress test 5 (ST-5) questionnaire was used to investigate stress among healthcare personnel.

Results: The overall stress rate for healthcare workers was 15.47%, including very severe (8.85%) and severe (6.62%). The factors associated with stress consisted of work position, environment of work, personal life such as education level and income, and responsibility for taking care of family members, in addition to experiencing quarantine from COVID-19 were more likely to have a high risk of stress problems among healthcare workers.

Conclusion: This result highlighted that the mental health of personnel should be in critical situations, and those found severely afflicted should undergo professional care. To prevent psychological issues, particularly stress, health organizations should be concerned with strong organizational management, which includes supporting bonuses and providing high-quality personal protective equipment (PPE) to healthcare staff.

背景:冠状病毒病(COVID-19)已经影响到全世界人们的心理,特别是卫生保健人员。尽管COVID-19大流行形势有所缓解,但医护人员仍必须履行职责,这造成了心理上的影响,尤其是压力。目的:本研究旨在研究泰国东北部covid -19大流行后医护人员压力相关的危险因素。方法:于2023年1 - 4月进行横断面分析设计。从查亚弗姆省16个区的一级、二级和三级医院挑选了1300名保健工作者。采用问卷收集数据,采用压力测试5 (ST-5)问卷调查医护人员的压力状况。结果:医护人员总体应激率为15.47%,其中非常严重(8.85%)和严重(6.62%);与压力相关的因素包括工作岗位、工作环境、个人生活(如教育程度和收入)以及照顾家庭成员的责任,此外,经历过新冠肺炎隔离的医护人员更容易出现压力问题。结论:这一结果强调了工作人员的心理健康应处于危急状态,发现有严重症状的人员应接受专业护理。为了防止心理问题,特别是压力问题,卫生组织应关注强有力的组织管理,包括支持奖金和向卫生保健人员提供高质量的个人防护装备(PPE)。
{"title":"Factors Associated with Stress among Healthcare Personnel after COVID-19 in Northeast Thailand: A Cross-sectional Study.","authors":"Pornpimon Chupanich, Pratoomrat Aotprapai, Sakda Seesophon, Pokkamol Laoraksawong","doi":"10.2174/0117450179327231240924054645","DOIUrl":"10.2174/0117450179327231240924054645","url":null,"abstract":"<p><strong>Background: </strong>The coronavirus disease (COVID-19) has affected people psychologically worldwide, particularly healthcare personnel. Even though the COVID-19 pandemic situation has eased, healthcare personnel must still perform their duties, which has resulted in psychological impacts, particularly stress.</p><p><strong>Objectives: </strong>This study aimed to examine the risk factors associated with stress among healthcare personnel post-COVID-19 pandemic in northeast Thailand.</p><p><strong>Methods: </strong>A cross-sectional analytic design was conducted from January to April 2023. One thousand and three hundred healthcare workers were selected from primary, secondary, and tertiary hospitals across 16 districts within Chaiyaphum province. The questionnaires were used to collect data, and the stress test 5 (ST-5) questionnaire was used to investigate stress among healthcare personnel.</p><p><strong>Results: </strong>The overall stress rate for healthcare workers was 15.47%, including very severe (8.85%) and severe (6.62%). The factors associated with stress consisted of work position, environment of work, personal life such as education level and income, and responsibility for taking care of family members, in addition to experiencing quarantine from COVID-19 were more likely to have a high risk of stress problems among healthcare workers.</p><p><strong>Conclusion: </strong>This result highlighted that the mental health of personnel should be in critical situations, and those found severely afflicted should undergo professional care. To prevent psychological issues, particularly stress, health organizations should be concerned with strong organizational management, which includes supporting bonuses and providing high-quality personal protective equipment (PPE) to healthcare staff.</p>","PeriodicalId":35447,"journal":{"name":"Clinical Practice and Epidemiology in Mental Health","volume":"20 ","pages":"e17450179327231"},"PeriodicalIF":0.0,"publicationDate":"2024-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11755378/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143029711","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Prevalence and Risk Factors of Postpartum Depression in Palestinian Women in the Hebron Governorate, Palestine. 巴勒斯坦希布伦省巴勒斯坦妇女产后抑郁症的患病率和危险因素
Q2 Medicine Pub Date : 2024-09-19 eCollection Date: 2024-01-01 DOI: 10.2174/0117450179338712240909153229
Ibtisam Titi, Muna Ahmead, Yehia Abed, Nuha El-Sharif

Background: Despite the increased interest from researchers in Postpartum depression (PPD) globally, related studies are limited in Palestine and do not provide a comprehensive understanding of PPD.

Objective: We examined the factors that determine post-partum depression among Palestinian mothers in Hebron governorate.

Methods: A cross-sectional study was conducted in 122 governmental primary healthcare clinics in Hebron Governorate. A convenient sampling method was used to collect data from 435 using a self-administered questionnaire using the Edinburg Postnatal Depression Scale.

Results: The mean EPDS scale score was 10.56 (SD 5.273), and 36.1% had a score of ≥13, indicating moderate to severe depression symptoms. The study results revealed that psychosocial factors were significantly associated with PPDS and play a crucial role in the development of PPD, such as the history of depression, being exposed to domestic violence before and during pregnancy, poor husband support, unplanned pregnancy, fear of infant's gender, and in addition to anemia than other factors.

Conclusion: A high prevalence of PPD was found among Palestinian women in this study. The study proposes screening women for trauma or domestic violence and assessing their social support, inquiring about pregnancy intention, and discussing family planning. Delivering iron supplements to pregnant or postpartum anemic women is important. Women who have a history of depression, domestic abuse, or lack social support should receive psychological and medical treatment. Mental health services must be included in the after-birth care protocol to train primary health clinic staff to recognize and treat PPD.

背景:尽管全球研究人员对产后抑郁症(PPD)的兴趣越来越大,但相关研究仅限于巴勒斯坦,并没有提供对产后抑郁症的全面了解。目的:我们检查了希伯伦省巴勒斯坦母亲产后抑郁症的影响因素。方法:在希布伦省122家政府初级保健诊所进行横断面研究。采用方便的抽样方法,对435人进行问卷调查,问卷采用爱丁堡产后抑郁量表。结果:EPDS量表平均得分为10.56分(SD 5.273),其中36.1%得分≥13分,提示有中度至重度抑郁症状。研究结果显示,心理社会因素与产后抑郁症有显著相关性,在产后抑郁症的发生中起着至关重要的作用,如抑郁症史、孕前和孕期遭受家庭暴力、丈夫支持不足、意外怀孕、对婴儿性别的恐惧以及贫血等。结论:本研究发现巴勒斯坦妇女PPD患病率较高。该研究建议对女性进行创伤或家庭暴力筛查,评估她们的社会支持,询问怀孕意图,并讨论计划生育。向孕妇或产后贫血妇女提供铁补充剂很重要。有抑郁史、家庭虐待史或缺乏社会支持的妇女应接受心理和医疗治疗。产后护理方案中必须包括精神卫生服务,以培训初级卫生诊所工作人员识别和治疗产后抑郁症。
{"title":"Prevalence and Risk Factors of Postpartum Depression in Palestinian Women in the Hebron Governorate, Palestine.","authors":"Ibtisam Titi, Muna Ahmead, Yehia Abed, Nuha El-Sharif","doi":"10.2174/0117450179338712240909153229","DOIUrl":"10.2174/0117450179338712240909153229","url":null,"abstract":"<p><strong>Background: </strong>Despite the increased interest from researchers in Postpartum depression (PPD) globally, related studies are limited in Palestine and do not provide a comprehensive understanding of PPD.</p><p><strong>Objective: </strong>We examined the factors that determine post-partum depression among Palestinian mothers in Hebron governorate.</p><p><strong>Methods: </strong>A cross-sectional study was conducted in 122 governmental primary healthcare clinics in Hebron Governorate. A convenient sampling method was used to collect data from 435 using a self-administered questionnaire using the Edinburg Postnatal Depression Scale.</p><p><strong>Results: </strong>The mean EPDS scale score was 10.56 (SD 5.273), and 36.1% had a score of ≥13, indicating moderate to severe depression symptoms. The study results revealed that psychosocial factors were significantly associated with PPDS and play a crucial role in the development of PPD, such as the history of depression, being exposed to domestic violence before and during pregnancy, poor husband support, unplanned pregnancy, fear of infant's gender, and in addition to anemia than other factors.</p><p><strong>Conclusion: </strong>A high prevalence of PPD was found among Palestinian women in this study. The study proposes screening women for trauma or domestic violence and assessing their social support, inquiring about pregnancy intention, and discussing family planning. Delivering iron supplements to pregnant or postpartum anemic women is important. Women who have a history of depression, domestic abuse, or lack social support should receive psychological and medical treatment. Mental health services must be included in the after-birth care protocol to train primary health clinic staff to recognize and treat PPD.</p>","PeriodicalId":35447,"journal":{"name":"Clinical Practice and Epidemiology in Mental Health","volume":"20 ","pages":"e17450179338712"},"PeriodicalIF":0.0,"publicationDate":"2024-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11755379/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143029769","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Sleep Disturbances and Depression Levels among General Indonesian Population: A National Survey. 印度尼西亚普通人群的睡眠障碍和抑郁水平:一项全国性调查。
Q2 Medicine Pub Date : 2024-09-11 eCollection Date: 2024-01-01 DOI: 10.2174/0117450179326359240903045716
Sofa D Alfian, Jihan N Thurfah, Meliana Griselda, Irma M Puspitasari

Background: The correlation between sleep disturbance and depression is widely recognized in developed countries but relevant evidence is lacking in developing countries.

Objective: This study aims to assess the correlation between sleep disturbance and depression levels among the general Indonesian population.

Methods: This national cross-sectional survey was conducted using the Indonesian Family Life Survey. Sleep disturbance was assessed based on the questions related to sleeping experience. Depression levels were assessed with a modified Center for Epidemiologic Studies-Depression scale. Sociodemographic factors as confounders were obtained from the self-reported data. Logistic regression was performed after adjusting for confounders.

Results: A total of 22,024 respondents were included. Respondents with severe, moderate, and mild sleep disturbance were associated with depression compared to those with none or slight sleep disturbance.

Conclusions: Respondents with sleep disturbance had a higher possibility of experiencing depression. Screening of sleep quality among the general population is important to reduce the risk of depression.

背景:睡眠障碍与抑郁症的相关性在发达国家已被广泛认识,但在发展中国家缺乏相关证据。目的:本研究旨在评估印尼普通人群中睡眠障碍与抑郁水平之间的相关性。方法:采用印度尼西亚家庭生活调查进行全国横断面调查。根据与睡眠体验相关的问题评估睡眠障碍。采用改良的流行病学研究中心抑郁量表评估抑郁水平。社会人口因素作为混杂因素从自我报告的数据中获得。调整混杂因素后进行逻辑回归。结果:共纳入调查对象22,024人。与没有或轻微睡眠障碍的受访者相比,重度、中度和轻度睡眠障碍的受访者与抑郁症相关。结论:有睡眠障碍的被调查者患抑郁症的可能性更高。筛查普通人群的睡眠质量对于降低患抑郁症的风险很重要。
{"title":"Sleep Disturbances and Depression Levels among General Indonesian Population: A National Survey.","authors":"Sofa D Alfian, Jihan N Thurfah, Meliana Griselda, Irma M Puspitasari","doi":"10.2174/0117450179326359240903045716","DOIUrl":"10.2174/0117450179326359240903045716","url":null,"abstract":"<p><strong>Background: </strong>The correlation between sleep disturbance and depression is widely recognized in developed countries but relevant evidence is lacking in developing countries.</p><p><strong>Objective: </strong>This study aims to assess the correlation between sleep disturbance and depression levels among the general Indonesian population.</p><p><strong>Methods: </strong>This national cross-sectional survey was conducted using the Indonesian Family Life Survey. Sleep disturbance was assessed based on the questions related to sleeping experience. Depression levels were assessed with a modified Center for Epidemiologic Studies-Depression scale. Sociodemographic factors as confounders were obtained from the self-reported data. Logistic regression was performed after adjusting for confounders.</p><p><strong>Results: </strong>A total of 22,024 respondents were included. Respondents with severe, moderate, and mild sleep disturbance were associated with depression compared to those with none or slight sleep disturbance.</p><p><strong>Conclusions: </strong>Respondents with sleep disturbance had a higher possibility of experiencing depression. Screening of sleep quality among the general population is important to reduce the risk of depression.</p>","PeriodicalId":35447,"journal":{"name":"Clinical Practice and Epidemiology in Mental Health","volume":"20 ","pages":"e17450179326359"},"PeriodicalIF":0.0,"publicationDate":"2024-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11755380/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143029825","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Corrigendum to: Mood Disorder Questionnaire Positivity in Systemic Lupus Erythematosus and Other Chronic Diseases. 更正:系统性红斑狼疮和其他慢性疾病中的情绪障碍问卷阳性率。
Q2 Medicine Pub Date : 2024-09-04 eCollection Date: 2024-01-01 DOI: 10.2174/0117450179303653240702409021
Diego Primavera, Michele Fornaro, Giuseppe Carrà, Ferdinando Romano, Cesar Ivan Aviles Gonzales, Antonio Preti, Federica Sancassiani, Giulia Cossu, Antonio Egidio Nardi, Alessandra Scano, Germano Orrù, Elisabetta Chessa, Alberto Floris, Matteo Piga, Alberto Cauli, Mauro Giovanni Carta

[This corrects the article on p. e17450179303653 in vol. 20 PMC11318155.].

[此处更正了第 20 卷 PMC11318155 第 e17450179303653 页上的文章]。
{"title":"Corrigendum to: Mood Disorder Questionnaire Positivity in Systemic Lupus Erythematosus and Other Chronic Diseases.","authors":"Diego Primavera, Michele Fornaro, Giuseppe Carrà, Ferdinando Romano, Cesar Ivan Aviles Gonzales, Antonio Preti, Federica Sancassiani, Giulia Cossu, Antonio Egidio Nardi, Alessandra Scano, Germano Orrù, Elisabetta Chessa, Alberto Floris, Matteo Piga, Alberto Cauli, Mauro Giovanni Carta","doi":"10.2174/0117450179303653240702409021","DOIUrl":"https://doi.org/10.2174/0117450179303653240702409021","url":null,"abstract":"<p><p>[This corrects the article on p. e17450179303653 in vol. 20 PMC11318155.].</p>","PeriodicalId":35447,"journal":{"name":"Clinical Practice and Epidemiology in Mental Health","volume":"20 ","pages":"e17450172409021"},"PeriodicalIF":0.0,"publicationDate":"2024-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11497163/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142509509","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Internet Gaming Disorder and Sleep Quality among Jordanian University Students: A Cross-sectional Study. 网络游戏障碍与约旦大学生睡眠质量:一项横断面研究
Q2 Medicine Pub Date : 2024-08-28 eCollection Date: 2024-01-01 DOI: 10.2174/0117450179310269240820042452
Mahmoud Abdallat, Mohammad Al-Sanouri, Suhayb Al-Salaymeh, Mohammad Zoubi, Tamer Barakat, Ahmad Badwan, Abdallah Alzubi, Rand Murshidi

Background: Internet gaming disorder is defined as "Persistent and recurrent use of the internet to engage in games, often with other players, leading to clinically significant impairment or distress." It is a new evolving disorder that affects many life aspects; therefore, it needs further investigation among different population groups. IGD was introduced for the first time in 2013 in the fifth edition of the Diagnostic and Statistical Manual of Mental Disorders, and it suggested carrying out further research among different populations. In 2018, Gaming Disorder (GD) has officially become a type of addiction as the World Health Organization released the 11th revision of the International Classification of Diseases (ICD-11).

Aims: The objective of this study is to investigate the prevalence of internet gaming disorder (IGD) and its association with sleep quality and academic performance among Jordanian university students aged 18-26. Our literature review revealed a lack of research on this topic concerning this specific population and culture. Therefore, our study aims to contribute to the existing literature and to provide insights that can inform prevention, assessment, and treatment strategies for those affected.

Methods: A cross-sectional study design was used by employing convenience and snowball sampling; a total of 2473 participants completed an electronic self-administered questionnaire that included the Internet Gaming Disorder Scale-SF (IGDS9-SF) and Pittsburgh Sleep Quality Index (PSQI). Of these, 432 were excluded based on our criteria. Our inclusion criteria required participants to be Jordanian university students between the ages of 18 and 26, enrolled as undergraduates at Jordanian universities, and free of neurological or psychiatric conditions.

Results: The prevalence of IGD in this study was 15.2% and was more prevalent among males compared to females (p= <0.001). Poor sleep quality was reported by 64.6% of the study population and was more frequently observed in females. Age and academic achievements (GPA) were not associated with having IGD. When binary logistic regression was used, IGD (OR=1.882) positively predicted poor sleep quality.

Conclusion: Internet gaming disorder is common among Jordanian university students and is associated with poor sleep quality, and our findings have significant implications for policymakers, educators, and healthcare providers in raising awareness about the IGD and its impact on sleep quality.

背景:网络游戏障碍被定义为“持续和反复地使用网络参与游戏,通常与其他玩家一起,导致临床显着损害或痛苦。”它是一种新的进化障碍,影响生活的许多方面;因此,需要在不同人群中进一步调查。IGD于2013年在第五版《精神疾病诊断与统计手册》中首次被引入,并建议在不同人群中进行进一步研究。2018年,世界卫生组织发布了第11版《国际疾病分类》(ICD-11),游戏成瘾(GD)正式成为一种成瘾。目的:本研究的目的是调查18-26岁约旦大学生中网络游戏障碍(IGD)的患病率及其与睡眠质量和学习成绩的关系。我们的文献综述显示,缺乏关于这一特定人群和文化的研究。因此,我们的研究旨在对现有文献做出贡献,并为那些受影响的人提供预防、评估和治疗策略的见解。方法:采用方便抽样和滚雪球抽样的横断面研究设计;共有2473名参与者完成了一份电子自我管理问卷,其中包括网络游戏障碍量表(IGDS9-SF)和匹兹堡睡眠质量指数(PSQI)。根据我们的标准,其中432人被排除在外。我们的纳入标准要求参与者是年龄在18至26岁之间的约旦大学生,在约旦大学注册为本科生,无神经或精神疾病。结果:本研究中IGD的患病率为15.2%,男性比女性更普遍(p=结论:网络游戏障碍在约旦大学生中很常见,并与睡眠质量差有关,我们的研究结果对政策制定者、教育工作者和医疗保健提供者提高对IGD及其对睡眠质量影响的认识具有重要意义。
{"title":"Internet Gaming Disorder and Sleep Quality among Jordanian University Students: A Cross-sectional Study.","authors":"Mahmoud Abdallat, Mohammad Al-Sanouri, Suhayb Al-Salaymeh, Mohammad Zoubi, Tamer Barakat, Ahmad Badwan, Abdallah Alzubi, Rand Murshidi","doi":"10.2174/0117450179310269240820042452","DOIUrl":"10.2174/0117450179310269240820042452","url":null,"abstract":"<p><strong>Background: </strong>Internet gaming disorder is defined as \"Persistent and recurrent use of the internet to engage in games, often with other players, leading to clinically significant impairment or distress.\" It is a new evolving disorder that affects many life aspects; therefore, it needs further investigation among different population groups. IGD was introduced for the first time in 2013 in the fifth edition of the <i>Diagnostic and Statistical Manual of Mental Disorders</i>, and it suggested carrying out further research among different populations. In 2018, Gaming Disorder (GD) has officially become a type of addiction as the World Health Organization released the 11th revision of the International Classification of Diseases (ICD-11).</p><p><strong>Aims: </strong>The objective of this study is to investigate the prevalence of internet gaming disorder (IGD) and its association with sleep quality and academic performance among Jordanian university students aged 18-26. Our literature review revealed a lack of research on this topic concerning this specific population and culture. Therefore, our study aims to contribute to the existing literature and to provide insights that can inform prevention, assessment, and treatment strategies for those affected.</p><p><strong>Methods: </strong>A cross-sectional study design was used by employing convenience and snowball sampling; a total of 2473 participants completed an electronic self-administered questionnaire that included the Internet Gaming Disorder Scale-SF (IGDS9-SF) and Pittsburgh Sleep Quality Index (PSQI). Of these, 432 were excluded based on our criteria. Our inclusion criteria required participants to be Jordanian university students between the ages of 18 and 26, enrolled as undergraduates at Jordanian universities, and free of neurological or psychiatric conditions.</p><p><strong>Results: </strong>The prevalence of IGD in this study was 15.2% and was more prevalent among males compared to females (p= <0.001). Poor sleep quality was reported by 64.6% of the study population and was more frequently observed in females. Age and academic achievements (GPA) were not associated with having IGD. When binary logistic regression was used, IGD (OR=1.882) positively predicted poor sleep quality.</p><p><strong>Conclusion: </strong>Internet gaming disorder is common among Jordanian university students and is associated with poor sleep quality, and our findings have significant implications for policymakers, educators, and healthcare providers in raising awareness about the IGD and its impact on sleep quality.</p>","PeriodicalId":35447,"journal":{"name":"Clinical Practice and Epidemiology in Mental Health","volume":"20 ","pages":"e17450179310269"},"PeriodicalIF":0.0,"publicationDate":"2024-08-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11748057/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143013167","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Perceived Burden and Quality of Life in Caregivers of Patients with Schizophrenia in Saudi Arabia's Eastern Province: A Cross-sectional Study. 沙特阿拉伯东部省精神分裂症患者照顾者的认知负担和生活质量:一项横断面研究。
Q2 Medicine Pub Date : 2024-08-22 eCollection Date: 2024-01-01 DOI: 10.2174/0117450179314013240417105321
Feras Al-Awad

Background and aims: Family Caregivers (FCGs) of patients with schizophrenia (PwS) may face unanticipated sources of stress and responsibility, which can negatively impact their quality of life (QoL). This study aimed to assess FCGs' QoL and the impact of clinical characteristics of patients and sociodemographic factors on their QoL.

Patients and methods: A cross-sectional questionnaire-based study surveyed 340 FCGs from outpatient clinics of PwS in two large psychiatric hospitals in Saudi Arabia's eastern province using a convenience sampling approach. We used the Adult Carer Quality of Life (AC-QoL) scale, which has eight subscales and 40 items, to assess QoL. AC-QoL is translated into Arabic in this study.

Results: The study included 216 FCGs, with 127 (58.8%) being men, 117 (54.2%) being over 45 years old, 91 (42.1%) being a sibling of a PwS, and 82 (38%) being a parent of a PwS. The mean score in our sample was 78.2 ± 21.24 out of 120, indicating mid-range QoL. Lower QoL was associated with more time spent in caregiving per day, a lower educational level of FCG, and recent admission of PwS to an inpatient unit.

Conclusion: PwS FCGs have a mid-range QoL. FCGs reported a moderate financial burden and low levels of support from healthcare professionals. FCG's QoL and stress can be reduced through healthcare providers, participation in a community support group, and addressing an FCG's in an individual setting.

背景和目的:精神分裂症(PwS)患者的家庭照顾者(FCGs)可能会面临意想不到的压力和责任,这可能会对他们的生活质量(QoL)产生负面影响。本研究旨在评估精神分裂症患者家属的 QoL 以及患者的临床特征和社会人口因素对其 QoL 的影响:这项研究以横断面问卷调查为基础,采用方便抽样的方法,对沙特阿拉伯东部省份两家大型精神病医院的病患门诊中的 340 名家庭护理人员进行了调查。我们使用成人照护者生活质量量表(AC-QoL)来评估照护者的生活质量,该量表有 8 个分量表和 40 个项目。本研究将 AC-QoL 翻译成阿拉伯语:本研究包括 216 名家庭医生,其中 127 人(58.8%)为男性,117 人(54.2%)年龄在 45 岁以上,91 人(42.1%)为残疾人的兄弟姐妹,82 人(38%)为残疾人的父母。我们样本的平均得分是 78.2 ± 21.24(满分 120 分),表明患者的 QoL 处于中等水平。较低的 QoL 与每天花在护理上的时间较多、家庭医生的教育水平较低以及 PwS 最近入住住院部有关:结论:家庭病残者的生活质量处于中等水平。结论:接受家庭护理的残疾人的 QoL 处于中等水平,他们的经济负担适中,从医护人员那里获得的支持较少。可以通过医疗保健提供者、参加社区支持小组以及在个人环境中解决他们的问题来降低他们的 QoL 和压力。
{"title":"Perceived Burden and Quality of Life in Caregivers of Patients with Schizophrenia in Saudi Arabia's Eastern Province: A Cross-sectional Study.","authors":"Feras Al-Awad","doi":"10.2174/0117450179314013240417105321","DOIUrl":"10.2174/0117450179314013240417105321","url":null,"abstract":"<p><strong>Background and aims: </strong>Family Caregivers (FCGs) of patients with schizophrenia (PwS) may face unanticipated sources of stress and responsibility, which can negatively impact their quality of life (QoL). This study aimed to assess FCGs' QoL and the impact of clinical characteristics of patients and sociodemographic factors on their QoL.</p><p><strong>Patients and methods: </strong>A cross-sectional questionnaire-based study surveyed 340 FCGs from outpatient clinics of PwS in two large psychiatric hospitals in Saudi Arabia's eastern province using a convenience sampling approach. We used the Adult Carer Quality of Life (AC-QoL) scale, which has eight subscales and 40 items, to assess QoL. AC-QoL is translated into Arabic in this study.</p><p><strong>Results: </strong>The study included 216 FCGs, with 127 (58.8%) being men, 117 (54.2%) being over 45 years old, 91 (42.1%) being a sibling of a PwS, and 82 (38%) being a parent of a PwS. The mean score in our sample was 78.2 ± 21.24 out of 120, indicating mid-range QoL. Lower QoL was associated with more time spent in caregiving per day, a lower educational level of FCG, and recent admission of PwS to an inpatient unit.</p><p><strong>Conclusion: </strong>PwS FCGs have a mid-range QoL. FCGs reported a moderate financial burden and low levels of support from healthcare professionals. FCG's QoL and stress can be reduced through healthcare providers, participation in a community support group, and addressing an FCG's in an individual setting.</p>","PeriodicalId":35447,"journal":{"name":"Clinical Practice and Epidemiology in Mental Health","volume":"20 ","pages":"e17450179314013"},"PeriodicalIF":0.0,"publicationDate":"2024-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11443458/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142362216","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Machine Learning Techniques to Predict Mental Health Diagnoses: A Systematic Literature Review. 预测心理健康诊断的机器学习技术:系统性文献综述。
Q2 Medicine Pub Date : 2024-07-26 eCollection Date: 2024-01-01 DOI: 10.2174/0117450179315688240607052117
Ujunwa Madububambachu, Augustine Ukpebor, Urenna Ihezue

Introduction: This study aims to investigate the potential of machine learning in predicting mental health conditions among college students by analyzing existing literature on mental health diagnoses using various machine learning algorithms.

Methods: The research employed a systematic literature review methodology to investigate the application of deep learning techniques in predicting mental health diagnoses among students from 2011 to 2024. The search strategy involved key terms, such as "deep learning," "mental health," and related terms, conducted on reputable repositories like IEEE, Xplore, ScienceDirect, SpringerLink, PLOS, and Elsevier. Papers published between January, 2011, and May, 2024, specifically focusing on deep learning models for mental health diagnoses, were considered. The selection process adhered to PRISMA guidelines and resulted in 30 relevant studies.

Results: The study highlights Convolutional Neural Networks (CNN), Random Forest (RF), Support Vector Machine (SVM), Deep Neural Networks, and Extreme Learning Machine (ELM) as prominent models for predicting mental health conditions. Among these, CNN demonstrated exceptional accuracy compared to other models in diagnosing bipolar disorder. However, challenges persist, including the need for more extensive and diverse datasets, consideration of heterogeneity in mental health condition, and inclusion of longitudinal data to capture temporal dynamics.

Conclusion: This study offers valuable insights into the potential and challenges of machine learning in predicting mental health conditions among college students. While deep learning models like CNN show promise, addressing data limitations and incorporating temporal dynamics are crucial for further advancements.

导言本研究旨在通过分析使用各种机器学习算法进行心理健康诊断的现有文献,研究机器学习在预测大学生心理健康状况方面的潜力:本研究采用系统的文献综述方法,调查深度学习技术在预测 2011 年至 2024 年学生心理健康诊断中的应用。搜索策略涉及 "深度学习"、"心理健康 "等关键术语和相关术语,在IEEE、Xplore、ScienceDirect、SpringerLink、PLOS和Elsevier等知名文献库中进行搜索。2011 年 1 月至 2024 年 5 月期间发表的论文均在考虑之列,这些论文特别关注用于心理健康诊断的深度学习模型。筛选过程遵循了 PRISMA 准则,最终筛选出 30 篇相关研究:研究强调卷积神经网络(CNN)、随机森林(RF)、支持向量机(SVM)、深度神经网络和极限学习机(ELM)是预测精神健康状况的重要模型。其中,与其他模型相比,CNN 在诊断双相情感障碍方面表现出了卓越的准确性。然而,挑战依然存在,包括需要更广泛、更多样的数据集,考虑精神健康状况的异质性,以及纳入纵向数据以捕捉时间动态:本研究就机器学习在预测大学生心理健康状况方面的潜力和挑战提供了宝贵的见解。虽然像 CNN 这样的深度学习模型显示出了良好的前景,但解决数据限制和纳入时间动态对于进一步的进步至关重要。
{"title":"Machine Learning Techniques to Predict Mental Health Diagnoses: A Systematic Literature Review.","authors":"Ujunwa Madububambachu, Augustine Ukpebor, Urenna Ihezue","doi":"10.2174/0117450179315688240607052117","DOIUrl":"10.2174/0117450179315688240607052117","url":null,"abstract":"<p><strong>Introduction: </strong>This study aims to investigate the potential of machine learning in predicting mental health conditions among college students by analyzing existing literature on mental health diagnoses using various machine learning algorithms.</p><p><strong>Methods: </strong>The research employed a systematic literature review methodology to investigate the application of deep learning techniques in predicting mental health diagnoses among students from 2011 to 2024. The search strategy involved key terms, such as \"deep learning,\" \"mental health,\" and related terms, conducted on reputable repositories like IEEE, Xplore, ScienceDirect, SpringerLink, PLOS, and Elsevier. Papers published between January, 2011, and May, 2024, specifically focusing on deep learning models for mental health diagnoses, were considered. The selection process adhered to PRISMA guidelines and resulted in 30 relevant studies.</p><p><strong>Results: </strong>The study highlights Convolutional Neural Networks (CNN), Random Forest (RF), Support Vector Machine (SVM), Deep Neural Networks, and Extreme Learning Machine (ELM) as prominent models for predicting mental health conditions. Among these, CNN demonstrated exceptional accuracy compared to other models in diagnosing bipolar disorder. However, challenges persist, including the need for more extensive and diverse datasets, consideration of heterogeneity in mental health condition, and inclusion of longitudinal data to capture temporal dynamics.</p><p><strong>Conclusion: </strong>This study offers valuable insights into the potential and challenges of machine learning in predicting mental health conditions among college students. While deep learning models like CNN show promise, addressing data limitations and incorporating temporal dynamics are crucial for further advancements.</p>","PeriodicalId":35447,"journal":{"name":"Clinical Practice and Epidemiology in Mental Health","volume":"20 ","pages":"e17450179315688"},"PeriodicalIF":0.0,"publicationDate":"2024-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11443461/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142362215","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Clinical Practice and Epidemiology in Mental Health
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1