Background: The mental health workforce sustainability in China suffers high rates of attrition and the intention to leave. Among current professionals, the intention to choose the same career is an interesting way to gauge their job satisfaction and other factors, and it may affect the career choices of younger generations. We aimed to survey the intention of psychiatrists and psychiatry residents to choose the same career if they could start over and to identify associated factors.
Methods: We conducted an anonymous survey of psychiatrists in 41 tertiary psychiatric hospitals in China. We collected demographic data, work-related information, the sense of professional identity, job satisfaction, and burnout (Maslach Burnout Inventory), and we specifically asked each participant whether they would choose to be a psychiatrist again if they could.
Results: Among 3,783 psychiatrists we surveyed, one-quarter responded that they would not choose to be a psychiatrist again if they had a choice, with less than half (47.2%) saying they would. Those who would not choose psychiatry again were more likely to have a negative (relative to positive) professional identity (OR = 7.47, P<0.001, 95%CI: 4.587-12.164); experience job burnout (OR = 2.945, P<0.001, 95%CI: 2.356-3.681); be dissatisfied with their job (OR = 2.739, P<0.001, 95%CI: 2.102-3.569) and excessive regulation (OR = 1.819, P<0.001, 95%CI: 1.487-2.226); have a heavy workload (OR = 1.749, P<0.001, 95%CI: 1.423-2.149) or a lower income (OR = 1.748, P<0.001, 95%CI: 1.415-2.161); be married (relative to single) (OR = 1.604, P = 0.004, 95%CI: 1.165-2.208); be dissatisfied with strained doctor-patient relationship (OR = 1.333, P = 0.005, 95%CI: 1.089-1.632); have more night shifts per month (OR = 1.055, P = 0.021, 95%CI: 1.008-1.104) or work longer hours per week (OR = 1.016, P = 0.001, 95%CI: 1.006-1.025).
Conclusion: Among psychiatrists in tertiary hospitals in China, those with a heavier workload, poor sense of professional identity, job dissatisfaction, and burnout were less likely to choose psychiatry again. Policymakers and hospital administrators need to take effective measures to improve psychiatrists' sense of professional identity and increase their intention to stay.
{"title":"Would you choose to be a psychiatrist again? A large-sample nationwide survey of psychiatrists and psychiatry residents in China.","authors":"Mengyue Gu, Liucheng Zheng, Jingyang Gu, Song Wang, Yudong Shi, Feng Jiang, Huanzhong Liu, Yi-Lang Tang","doi":"10.1186/s13033-023-00614-6","DOIUrl":"10.1186/s13033-023-00614-6","url":null,"abstract":"<p><strong>Background: </strong>The mental health workforce sustainability in China suffers high rates of attrition and the intention to leave. Among current professionals, the intention to choose the same career is an interesting way to gauge their job satisfaction and other factors, and it may affect the career choices of younger generations. We aimed to survey the intention of psychiatrists and psychiatry residents to choose the same career if they could start over and to identify associated factors.</p><p><strong>Methods: </strong>We conducted an anonymous survey of psychiatrists in 41 tertiary psychiatric hospitals in China. We collected demographic data, work-related information, the sense of professional identity, job satisfaction, and burnout (Maslach Burnout Inventory), and we specifically asked each participant whether they would choose to be a psychiatrist again if they could.</p><p><strong>Results: </strong>Among 3,783 psychiatrists we surveyed, one-quarter responded that they would not choose to be a psychiatrist again if they had a choice, with less than half (47.2%) saying they would. Those who would not choose psychiatry again were more likely to have a negative (relative to positive) professional identity (OR = 7.47, P<0.001, 95%CI: 4.587-12.164); experience job burnout (OR = 2.945, P<0.001, 95%CI: 2.356-3.681); be dissatisfied with their job (OR = 2.739, P<0.001, 95%CI: 2.102-3.569) and excessive regulation (OR = 1.819, P<0.001, 95%CI: 1.487-2.226); have a heavy workload (OR = 1.749, P<0.001, 95%CI: 1.423-2.149) or a lower income (OR = 1.748, P<0.001, 95%CI: 1.415-2.161); be married (relative to single) (OR = 1.604, P = 0.004, 95%CI: 1.165-2.208); be dissatisfied with strained doctor-patient relationship (OR = 1.333, P = 0.005, 95%CI: 1.089-1.632); have more night shifts per month (OR = 1.055, P = 0.021, 95%CI: 1.008-1.104) or work longer hours per week (OR = 1.016, P = 0.001, 95%CI: 1.006-1.025).</p><p><strong>Conclusion: </strong>Among psychiatrists in tertiary hospitals in China, those with a heavier workload, poor sense of professional identity, job dissatisfaction, and burnout were less likely to choose psychiatry again. Policymakers and hospital administrators need to take effective measures to improve psychiatrists' sense of professional identity and increase their intention to stay.</p>","PeriodicalId":47752,"journal":{"name":"International Journal of Mental Health Systems","volume":"17 1","pages":"43"},"PeriodicalIF":3.6,"publicationDate":"2023-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10696833/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138488720","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-12-05DOI: 10.1186/s13033-023-00609-3
Emma Poynton-Smith, Martin Orrell, Akwasi Osei, Sally-Ann Ohene, Joana Ansong, Leveana Gyimah, Caitlin McKenzie, Maria Francesca Moro, Nathalie Drew-Bold, Florence Baingana, Mauro Giovanni Carta, Priscilla Tawiah, Kwaku Brobbey, Michelle Funk
Background: Despite growing recognition of essential human rights, people with mental health conditions and psychosocial, intellectual, or cognitive disabilities' rights are known to be frequently violated in mental healthcare worldwide, with common use of coercive practices and limited recognition of people's right to exercise their legal capacity and make decisions for themselves on treatment and other issues affecting them. To tackle this issue, Ghana adopted the WHO QualityRights Initiative in 2019. This aims to introduce a right-based, person-centred recovery approach within the mental health care system, protecting and promoting the rights of people with mental health conditions, psychosocial, cognitive, and intellectual disabilities in the healthcare context and community.
Methods: E-training (capacity-building) was provided in Ghana across a broad array of stakeholder groups including healthcare professionals, carers, and people with lived experience. The training covered legal capacity, coercion, community inclusion, recovery approach, service environment, and the negative attitudes commonly held by stakeholder groups; it was completed by 17,000 people in Ghana as of December 2021. We assessed the impact of the e-training on attitudes through comparing trainees' pre- and post-questionnaire responses on 17 items, each measured on a 5-point Likert scale (strongly disagree to strongly agree), such that higher scores indicated negative attitudes towards persons with mental health conditions and psychosocial disabilities as rights holders. Analyses were conducted on two main groups: matched pairs (417 pairs of baseline and follow-up questionnaire responses matched to a high degree of certainty), and the unmatched group (4299 individual completed questionnaire responses).
Results: We assessed the impact of the WHO QualityRights e-training on attitudes: training resulted in highly significant attitude changes towards alignment with human rights, with scores changing by approximately 40% between baseline and follow-up. In particular, attitude changes were seen in items representing treatment choice, legal capacity, and coercion. This change was not affected by age, gender, or background experience.
Conclusions: The QualityRights e-training programme is effective in changing people's (especially healthcare professionals') attitudes towards people with mental health conditions and psychosocial, intellectual, or cognitive disabilities: this is a step towards mental healthcare being more with human rights-based worldwide.
{"title":"A quantitative analysis of human rights-related attitude changes towards people with mental health conditions and psychosocial, intellectual, or cognitive disabilities following completion of the WHO QualityRights e-training in Ghana.","authors":"Emma Poynton-Smith, Martin Orrell, Akwasi Osei, Sally-Ann Ohene, Joana Ansong, Leveana Gyimah, Caitlin McKenzie, Maria Francesca Moro, Nathalie Drew-Bold, Florence Baingana, Mauro Giovanni Carta, Priscilla Tawiah, Kwaku Brobbey, Michelle Funk","doi":"10.1186/s13033-023-00609-3","DOIUrl":"10.1186/s13033-023-00609-3","url":null,"abstract":"<p><strong>Background: </strong>Despite growing recognition of essential human rights, people with mental health conditions and psychosocial, intellectual, or cognitive disabilities' rights are known to be frequently violated in mental healthcare worldwide, with common use of coercive practices and limited recognition of people's right to exercise their legal capacity and make decisions for themselves on treatment and other issues affecting them. To tackle this issue, Ghana adopted the WHO QualityRights Initiative in 2019. This aims to introduce a right-based, person-centred recovery approach within the mental health care system, protecting and promoting the rights of people with mental health conditions, psychosocial, cognitive, and intellectual disabilities in the healthcare context and community.</p><p><strong>Methods: </strong>E-training (capacity-building) was provided in Ghana across a broad array of stakeholder groups including healthcare professionals, carers, and people with lived experience. The training covered legal capacity, coercion, community inclusion, recovery approach, service environment, and the negative attitudes commonly held by stakeholder groups; it was completed by 17,000 people in Ghana as of December 2021. We assessed the impact of the e-training on attitudes through comparing trainees' pre- and post-questionnaire responses on 17 items, each measured on a 5-point Likert scale (strongly disagree to strongly agree), such that higher scores indicated negative attitudes towards persons with mental health conditions and psychosocial disabilities as rights holders. Analyses were conducted on two main groups: matched pairs (417 pairs of baseline and follow-up questionnaire responses matched to a high degree of certainty), and the unmatched group (4299 individual completed questionnaire responses).</p><p><strong>Results: </strong>We assessed the impact of the WHO QualityRights e-training on attitudes: training resulted in highly significant attitude changes towards alignment with human rights, with scores changing by approximately 40% between baseline and follow-up. In particular, attitude changes were seen in items representing treatment choice, legal capacity, and coercion. This change was not affected by age, gender, or background experience.</p><p><strong>Conclusions: </strong>The QualityRights e-training programme is effective in changing people's (especially healthcare professionals') attitudes towards people with mental health conditions and psychosocial, intellectual, or cognitive disabilities: this is a step towards mental healthcare being more with human rights-based worldwide.</p>","PeriodicalId":47752,"journal":{"name":"International Journal of Mental Health Systems","volume":"17 1","pages":"46"},"PeriodicalIF":3.6,"publicationDate":"2023-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10698997/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138488779","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-12-05DOI: 10.1186/s13033-023-00615-5
Nasser F BinDhim, Nora A Althumiri, Yasser Ad-Dab'bagh, Mohammed M J Alqahtani, Ahmad Kassab Alshayea, Sulaiman M Al-Luhaidan, Anton Svendrovski, Rashed Abdullah Al-Duraihem, Abdulhameed Abdullah Alhabeeb
Objective: This study aimed to validate the Arabic Version of the Mental Health Literacy Scale (Arabic-MHLS) among the Saudi Arabian general population, assessing its internal consistency, test-retest reliability, and structural validity.
Methods: A total of 700 Arabic-speaking Saudi adults were randomly selected to complete the electronic questionnaire in May 2023, which generated 544 participants. Data were coded and stored in the ZdataCloud research data collection system database. Test-retest reliability was assessed using a subsample of 48 participants who completed the questionnaire twice, with a one-week interval. Structural validity was examined using confirmatory factor analysis (CFA) and Exploratory Factor Analysis (EFA).
Results: The Arabic-MHLS demonstrated good internal consistency (Cronbach's alpha = 0.87) and test-retest reliability (intraclass correlation coefficient = 0.89). EFA revealed a four-factor model closely resembling the model identified in the Slovenian validation of MHLS, with factor loadings ranging from 0.40 to 0.85. The four factors included knowledge of mental health disorders, knowledge of help-seeking, knowledge of self-help strategies, and knowledge of professional help also showed good internal consistency.
Conclusion: The Arabic-MHLS is a valid and reliable tool for assessing mental health literacy in the Saudi Arabian general population. However, further research is needed to refine the measurement tool and understand the complex relationships between mental health literacy and other mental health-related concepts. This will contribute to the development of targeted interventions and policies aimed at improving mental health literacy and promoting mental well-being in the Saudi Arabian population and beyond.
{"title":"Validation and psychometric testing of the Arabic version of the mental health literacy scale among the Saudi Arabian general population.","authors":"Nasser F BinDhim, Nora A Althumiri, Yasser Ad-Dab'bagh, Mohammed M J Alqahtani, Ahmad Kassab Alshayea, Sulaiman M Al-Luhaidan, Anton Svendrovski, Rashed Abdullah Al-Duraihem, Abdulhameed Abdullah Alhabeeb","doi":"10.1186/s13033-023-00615-5","DOIUrl":"10.1186/s13033-023-00615-5","url":null,"abstract":"<p><strong>Objective: </strong>This study aimed to validate the Arabic Version of the Mental Health Literacy Scale (Arabic-MHLS) among the Saudi Arabian general population, assessing its internal consistency, test-retest reliability, and structural validity.</p><p><strong>Methods: </strong>A total of 700 Arabic-speaking Saudi adults were randomly selected to complete the electronic questionnaire in May 2023, which generated 544 participants. Data were coded and stored in the ZdataCloud research data collection system database. Test-retest reliability was assessed using a subsample of 48 participants who completed the questionnaire twice, with a one-week interval. Structural validity was examined using confirmatory factor analysis (CFA) and Exploratory Factor Analysis (EFA).</p><p><strong>Results: </strong>The Arabic-MHLS demonstrated good internal consistency (Cronbach's alpha = 0.87) and test-retest reliability (intraclass correlation coefficient = 0.89). EFA revealed a four-factor model closely resembling the model identified in the Slovenian validation of MHLS, with factor loadings ranging from 0.40 to 0.85. The four factors included knowledge of mental health disorders, knowledge of help-seeking, knowledge of self-help strategies, and knowledge of professional help also showed good internal consistency.</p><p><strong>Conclusion: </strong>The Arabic-MHLS is a valid and reliable tool for assessing mental health literacy in the Saudi Arabian general population. However, further research is needed to refine the measurement tool and understand the complex relationships between mental health literacy and other mental health-related concepts. This will contribute to the development of targeted interventions and policies aimed at improving mental health literacy and promoting mental well-being in the Saudi Arabian population and beyond.</p>","PeriodicalId":47752,"journal":{"name":"International Journal of Mental Health Systems","volume":"17 1","pages":"42"},"PeriodicalIF":3.6,"publicationDate":"2023-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10696716/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138488719","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-12-05DOI: 10.1186/s13033-023-00616-4
Lauren C Ng, Kimberly Hook, Maji Hailemariam, Medhin Selamu, Abebaw Fekadu, Charlotte Hanlon
Background: This study describes the trauma experiences of people with severe mental illness (SMI) in Ethiopia and presents a model of how SMI and trauma exposure interact to reduce functioning and quality of life in this setting.
Methods: A total of 53 participants living and working in a rural district in southern Ethiopia were interviewed: 18 people living with SMI, 21 caregivers, and 14 primary health care providers.
Results: Many participants reported that exposure to traumatic and stressful events led to SMI, exacerbated SMI symptoms, and increased caregiver stress and distress. In addition, SMI symptoms and caregiver desperation, stress or stigma were also reported to increase the possibility of trauma exposure.
Conclusions: Results suggest it is incumbent upon health professionals and the broader health community to view trauma exposure (broadly defined) as a public health problem that affects all, particularly individuals with SMI.
{"title":"Experience of traumatic events in people with severe mental illness in a low-income country: a qualitative study.","authors":"Lauren C Ng, Kimberly Hook, Maji Hailemariam, Medhin Selamu, Abebaw Fekadu, Charlotte Hanlon","doi":"10.1186/s13033-023-00616-4","DOIUrl":"10.1186/s13033-023-00616-4","url":null,"abstract":"<p><strong>Background: </strong>This study describes the trauma experiences of people with severe mental illness (SMI) in Ethiopia and presents a model of how SMI and trauma exposure interact to reduce functioning and quality of life in this setting.</p><p><strong>Methods: </strong>A total of 53 participants living and working in a rural district in southern Ethiopia were interviewed: 18 people living with SMI, 21 caregivers, and 14 primary health care providers.</p><p><strong>Results: </strong>Many participants reported that exposure to traumatic and stressful events led to SMI, exacerbated SMI symptoms, and increased caregiver stress and distress. In addition, SMI symptoms and caregiver desperation, stress or stigma were also reported to increase the possibility of trauma exposure.</p><p><strong>Conclusions: </strong>Results suggest it is incumbent upon health professionals and the broader health community to view trauma exposure (broadly defined) as a public health problem that affects all, particularly individuals with SMI.</p>","PeriodicalId":47752,"journal":{"name":"International Journal of Mental Health Systems","volume":"17 1","pages":"45"},"PeriodicalIF":3.1,"publicationDate":"2023-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10699012/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138488781","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-12-05DOI: 10.1186/s13033-023-00618-2
Gianna L Gisy, Sermin Toto, Stefan Bleich, Hannah B Maier, Johanna Seifert
Background: The admission decision after presentation in the psychiatric emergency room (PER) has potentially far-reaching consequences for the patient and the community. In a short amount of time, information must be collected and evaluated for a well-founded admission decision. The present study aimed to identify risk factors associated with inpatient psychiatric admission (IPA) after previous emergency presentation to the PER.
Methods: Electronic patient records for all patients presenting in the PER of Hannover Medical School (MHH) in the year 2022 were retrospectively examined (n = 2580). Out of these, 2387 were included in this study. Two multivariate binary logistic regression analyses were performed to identify risk factors for IPA within sociodemographic, circumstantial and clinical variables.
Results: 1300 (54.5%) consultations resulted in IPA. The most significant sociodemographic and circumstantial risk factors for IPA were found to be suicide attempt (depending on method: OR 9.1-17.4), aggressive behavior towards people prior to presentation (OR 2.9, 95% CI 1.7-4.8), previous psychiatric treatment (OR 1.8, 95% CI 1.4-2.3) and transfer from another hospital or medical discipline of MHH as means of presentation (OR 6.3, 95% CI 3.0-13.0). Among psychopathological aspects, suicidal ideation (OR 3.8, 95% CI 2.9-4.9), suicidal intent (OR 116.0, 95% CI 15.9-844.8), disturbance of orientation (OR 3.7, 95% CI 2.5-5.3), delusions (OR 2.3, 95% CI 1.6-3.1), visual hallucinations (OR 2.9, 95% CI 1.6-5.1), hopelessness/despair (OR 2.4, 95% CI 1.7-3.2) and inhibition of drive (OR 1.6, 95% CI 1.3-2.1) were significantly associated with IPA.
Conclusions: The admission decision is a complex process influenced by a multitude of sociodemographic, circumstantial and clinical factors. A deeper understanding of the decision-making process can be used to improve patient care and facilitate the evaluation process in the PER.
背景:精神科急诊室(PER)的入院决定可能会对患者和社区产生深远的影响。必须在短时间内收集信息并进行评估,才能做出有充分依据的入院决定。本研究的目的是确定与之前在急诊室就诊的精神病患者入院(IPA)相关的风险因素:方法:回顾性研究了 2022 年汉诺威医学院(MHH)急诊室所有患者的电子病历(n = 2580)。其中2387人被纳入本研究。研究人员进行了两项多变量二元逻辑回归分析,在社会人口学、环境和临床变量中识别IPA的风险因素:结果:1300 例(54.5%)会诊导致了 IPA。发现IPA最重要的社会人口学和环境风险因素是自杀未遂(取决于方法:OR 9.1-17.4)、就诊前对他人的攻击行为(OR 2.9,95% CI 1.7-4.8)、既往精神病治疗(OR 1.8,95% CI 1.4-2.3)以及从其他医院或MHH医疗学科转院作为就诊手段(OR 6.3,95% CI 3.0-13.0)。在精神病理学方面,自杀意念(OR 3.8,95% CI 2.9-4.9)、自杀意图(OR 116.0,95% CI 15.9-844.8)、定向障碍(OR 3.7,95% CI 2.5-5.3)、妄想(OR 2.3,95% CI 1.6-3.1)、视幻觉(OR 2.9,95% CI 1.6-5.1)、绝望/悲哀(OR 2.4,95% CI 1.7-3.2)和驱动力抑制(OR 1.6,95% CI 1.3-2.1)与 IPA 显著相关:入院决定是一个复杂的过程,受到社会人口、环境和临床因素的多重影响。加深对决策过程的理解可用于改善患者护理并促进 PER 的评估过程。
{"title":"Clinical and sociodemographic predictors of inpatient admission after presentation in a psychiatric emergency room: an observational study.","authors":"Gianna L Gisy, Sermin Toto, Stefan Bleich, Hannah B Maier, Johanna Seifert","doi":"10.1186/s13033-023-00618-2","DOIUrl":"10.1186/s13033-023-00618-2","url":null,"abstract":"<p><strong>Background: </strong>The admission decision after presentation in the psychiatric emergency room (PER) has potentially far-reaching consequences for the patient and the community. In a short amount of time, information must be collected and evaluated for a well-founded admission decision. The present study aimed to identify risk factors associated with inpatient psychiatric admission (IPA) after previous emergency presentation to the PER.</p><p><strong>Methods: </strong>Electronic patient records for all patients presenting in the PER of Hannover Medical School (MHH) in the year 2022 were retrospectively examined (n = 2580). Out of these, 2387 were included in this study. Two multivariate binary logistic regression analyses were performed to identify risk factors for IPA within sociodemographic, circumstantial and clinical variables.</p><p><strong>Results: </strong>1300 (54.5%) consultations resulted in IPA. The most significant sociodemographic and circumstantial risk factors for IPA were found to be suicide attempt (depending on method: OR 9.1-17.4), aggressive behavior towards people prior to presentation (OR 2.9, 95% CI 1.7-4.8), previous psychiatric treatment (OR 1.8, 95% CI 1.4-2.3) and transfer from another hospital or medical discipline of MHH as means of presentation (OR 6.3, 95% CI 3.0-13.0). Among psychopathological aspects, suicidal ideation (OR 3.8, 95% CI 2.9-4.9), suicidal intent (OR 116.0, 95% CI 15.9-844.8), disturbance of orientation (OR 3.7, 95% CI 2.5-5.3), delusions (OR 2.3, 95% CI 1.6-3.1), visual hallucinations (OR 2.9, 95% CI 1.6-5.1), hopelessness/despair (OR 2.4, 95% CI 1.7-3.2) and inhibition of drive (OR 1.6, 95% CI 1.3-2.1) were significantly associated with IPA.</p><p><strong>Conclusions: </strong>The admission decision is a complex process influenced by a multitude of sociodemographic, circumstantial and clinical factors. A deeper understanding of the decision-making process can be used to improve patient care and facilitate the evaluation process in the PER.</p>","PeriodicalId":47752,"journal":{"name":"International Journal of Mental Health Systems","volume":"17 1","pages":"44"},"PeriodicalIF":3.6,"publicationDate":"2023-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10696728/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138488780","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-11-20DOI: 10.1186/s13033-023-00607-5
Bibilola D Oladeji, Olatunde O Ayinde, Toyin Bello, Lola Kola, Neda Faregh, Jibril Abdulmalik, Phyllis Zelkowitz, Soraya Seedat, Oye Gureje
Background: Task-shared care is a demonstrated approach for integrating mental health into maternal and child healthcare (MCH) services. Training and continued support for frontline providers is key to the success of task sharing initiatives. In most settings this is provided by mental health specialists. However, in resource constrained settings where specialists are in short supply, there is a need to explore alternative models for providing training and supportive supervision to frontline maternal care providers. This paper reports on the impact of a cascade training (train-the-trainers) approach in improving the knowledge and attitudes of primary healthcare workers (PHCW) to perinatal depression.
Methods: Senior primary health care providers selected from across participating local government areas were trained to provide training to other PHCWs. The training sessions facilitated by these trainers were observed and rated for fidelity by specialist trainers, while the trainees provided their impression of and satisfaction with the training sessions using predesigned assessment forms. Training outcomes assessed included knowledge of depression (using mhGAP training questions and knowledge of depression questionnaire) and attitude towards providing care for depression (revised depression attitude questionnaire (R-DAQ)) measured pre and post training as well as six months after training.
Results: Trainees were 198 PHCWs (94.4% female), who routinely provide MCH services in 28 selected primary care clinics and had between 6- and 34-years' experience. Training was provided by 11 trained trainers who were general physicians or senior nurses. Training sessions were rated high in fidelity and on training style. Sessions were rated excellent by 77.8% of the trainees with the trainers described as knowledgeable, effective and engaging. Knowledge of depression mean score improved from a pre-training level of 12.3 ± 3.5 to 15.4 ± 3.7, immediately post-training and 14.7 ± 3.2, six months post-training (both comparisons: p < 0.001). The proportion of PHCW workers endorsing statements indicative of positive attitudes on the professional confidence and the generalist perspective modules of the R-DAQ also increased with training.
Conclusion: Our findings suggest that cascade training can be an effective model for rapidly providing training and upskilling frontline PHCWs to deliver care for women with perinatal depression in resource limited settings.
Trial registration: This study was retrospectively registered 03 December 2019. https://doi.org/10.1186/ISRCTN 94,230,307.
{"title":"Cascade training for scaling up care for perinatal depression in primary care in Nigeria.","authors":"Bibilola D Oladeji, Olatunde O Ayinde, Toyin Bello, Lola Kola, Neda Faregh, Jibril Abdulmalik, Phyllis Zelkowitz, Soraya Seedat, Oye Gureje","doi":"10.1186/s13033-023-00607-5","DOIUrl":"10.1186/s13033-023-00607-5","url":null,"abstract":"<p><strong>Background: </strong>Task-shared care is a demonstrated approach for integrating mental health into maternal and child healthcare (MCH) services. Training and continued support for frontline providers is key to the success of task sharing initiatives. In most settings this is provided by mental health specialists. However, in resource constrained settings where specialists are in short supply, there is a need to explore alternative models for providing training and supportive supervision to frontline maternal care providers. This paper reports on the impact of a cascade training (train-the-trainers) approach in improving the knowledge and attitudes of primary healthcare workers (PHCW) to perinatal depression.</p><p><strong>Methods: </strong>Senior primary health care providers selected from across participating local government areas were trained to provide training to other PHCWs. The training sessions facilitated by these trainers were observed and rated for fidelity by specialist trainers, while the trainees provided their impression of and satisfaction with the training sessions using predesigned assessment forms. Training outcomes assessed included knowledge of depression (using mhGAP training questions and knowledge of depression questionnaire) and attitude towards providing care for depression (revised depression attitude questionnaire (R-DAQ)) measured pre and post training as well as six months after training.</p><p><strong>Results: </strong>Trainees were 198 PHCWs (94.4% female), who routinely provide MCH services in 28 selected primary care clinics and had between 6- and 34-years' experience. Training was provided by 11 trained trainers who were general physicians or senior nurses. Training sessions were rated high in fidelity and on training style. Sessions were rated excellent by 77.8% of the trainees with the trainers described as knowledgeable, effective and engaging. Knowledge of depression mean score improved from a pre-training level of 12.3 ± 3.5 to 15.4 ± 3.7, immediately post-training and 14.7 ± 3.2, six months post-training (both comparisons: p < 0.001). The proportion of PHCW workers endorsing statements indicative of positive attitudes on the professional confidence and the generalist perspective modules of the R-DAQ also increased with training.</p><p><strong>Conclusion: </strong>Our findings suggest that cascade training can be an effective model for rapidly providing training and upskilling frontline PHCWs to deliver care for women with perinatal depression in resource limited settings.</p><p><strong>Trial registration: </strong>This study was retrospectively registered 03 December 2019. https://doi.org/10.1186/ISRCTN 94,230,307.</p>","PeriodicalId":47752,"journal":{"name":"International Journal of Mental Health Systems","volume":"17 1","pages":"41"},"PeriodicalIF":3.6,"publicationDate":"2023-11-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10658820/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138177579","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-11-15DOI: 10.1186/s13033-023-00610-w
Kimberly I Tumlin, Amanda Crowley, Brian Turner, Elizabeth Riley, John Lyons
Background: Children less than five years of age comprised approximately 30% in 2020 of foster care entries in the United States, and they are consistently the largest foster care entry group. Very young children can respond differently to the same adverse life events. Detection of complex interpersonal traumas is core to providing appropriate interventions and prevention of reoccurring negative outcomes in these children.
Methods: Children who (1) were identified as having experienced complex interpersonal trauma, but (2) who did not have traumatic stress symptoms were identified using Child and Adolescent Needs and Strengths data in a large midwestern state from 2010 to 2021. A logistic model was fit to determine the effect of cumulative traumatic exposures (e.g., adverse childhood experiences such that increased events were hypothesized to predict an increased likelihood of symptomatic detection. We conducted a latent class analysis to understand the relationship between traumatic experiences, asset-based factors, and the detection of traumatic stress in children aged five years and under who had exposure to traumatic events but did not have detectable traumatic stress symptoms.
Results: We detected three classes within this population of very young children, who were described as "resilient" (demonstrating asset-based resilience when faced with traumatic experiences), "missed" (those who exhibit behavioral and mental health types like those with detected traumatic stress symptoms but who were not detected as such), and "unfolding". Very young children do demonstrate asset-based resilience when faced with traumatic experiences.
Conclusions: Detection of traumatic stress may be more difficult in young children. It is important to assess both traumatic stress and strengths to ensure that children who are resilient after exposure to traumatic experiences (i.e., do not demonstrate traumatic stress symptoms) are not referred to unnecessary interventions. Additional educational approaches are needed to help caseworkers identify symptoms of traumatic stress that mirror symptoms of other behavioral and emotional challenges. Precision medicine approaches are required to best match the interventions to specific needs of young children. Recognition of resilience in very young children is critical for designing systems that customize approaches of trauma-informed care.
{"title":"Detection of traumatic stress in the presence of traumatic experiences: the role of resilience factors in foster care children five years or younger.","authors":"Kimberly I Tumlin, Amanda Crowley, Brian Turner, Elizabeth Riley, John Lyons","doi":"10.1186/s13033-023-00610-w","DOIUrl":"10.1186/s13033-023-00610-w","url":null,"abstract":"<p><strong>Background: </strong>Children less than five years of age comprised approximately 30% in 2020 of foster care entries in the United States, and they are consistently the largest foster care entry group. Very young children can respond differently to the same adverse life events. Detection of complex interpersonal traumas is core to providing appropriate interventions and prevention of reoccurring negative outcomes in these children.</p><p><strong>Methods: </strong>Children who (1) were identified as having experienced complex interpersonal trauma, but (2) who did not have traumatic stress symptoms were identified using Child and Adolescent Needs and Strengths data in a large midwestern state from 2010 to 2021. A logistic model was fit to determine the effect of cumulative traumatic exposures (e.g., adverse childhood experiences such that increased events were hypothesized to predict an increased likelihood of symptomatic detection. We conducted a latent class analysis to understand the relationship between traumatic experiences, asset-based factors, and the detection of traumatic stress in children aged five years and under who had exposure to traumatic events but did not have detectable traumatic stress symptoms.</p><p><strong>Results: </strong>We detected three classes within this population of very young children, who were described as \"resilient\" (demonstrating asset-based resilience when faced with traumatic experiences), \"missed\" (those who exhibit behavioral and mental health types like those with detected traumatic stress symptoms but who were not detected as such), and \"unfolding\". Very young children do demonstrate asset-based resilience when faced with traumatic experiences.</p><p><strong>Conclusions: </strong>Detection of traumatic stress may be more difficult in young children. It is important to assess both traumatic stress and strengths to ensure that children who are resilient after exposure to traumatic experiences (i.e., do not demonstrate traumatic stress symptoms) are not referred to unnecessary interventions. Additional educational approaches are needed to help caseworkers identify symptoms of traumatic stress that mirror symptoms of other behavioral and emotional challenges. Precision medicine approaches are required to best match the interventions to specific needs of young children. Recognition of resilience in very young children is critical for designing systems that customize approaches of trauma-informed care.</p>","PeriodicalId":47752,"journal":{"name":"International Journal of Mental Health Systems","volume":"17 1","pages":"39"},"PeriodicalIF":3.6,"publicationDate":"2023-11-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10648362/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"107592456","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-11-15DOI: 10.1186/s13033-023-00611-9
Alesha King, Laura M Harris-Lane, Stéphane Bérubé, Katie Burke, AnnMarie Churchill, Peter Cornish, Bernard Goguen, Alexia Jaouich, Joshua A Rash
Background: Providers who work within addiction and mental health (A&MH) services in New Brunswick (NB), Canada completed training in Stepped Care 2.0 and One-at-a-Time (OAAT) therapy as part of a provincial practice change initiative to implement a provincial stepped care model. The present study aimed to identify: (1) the perceived acceptability and feasibility of the SC2.0 model; (2) the perceived benefits, barriers, and facilitators to implement SC2.0 in practice; and (3) perceived impacts on clinical practice.
Methods: This is a mixed-methods observational implementation study. Quantitative surveys were completed after training courses. Open-ended responses were collected after completion of SC2.0 training. A subset of providers who completed surveys were asked to participate in semi-structured interviews. Descriptive statistics were used to describe results from surveys. Open-ended responses and semi-structured interviews were compiled and thematically synthesized in an iterative process using a grounded theory framework. Quantitative and qualitative data were triangulated to build an in-depth understanding of provider perceptions.
Results: 316 providers completed surveys and responded to open-ended prompts. Interviews were completed with 28 of those providers. SC2.0 was deemed to be acceptable, a suitable fit, and feasible to implement. Perceived benefits included: (1) timely access to services; (2) increased practice efficiency; and (3) increased availability of services. Perceived barriers included: (1) insufficient availability of resources to populate a SC2.0 continuum of care; (2) provider complacency with their current practice; and (3) difficulty for clients to accept and adjust to change.
Conclusions: Identifying the perceived benefits, facilitators, and barriers to adopting stepped care in practice can lead to targeted implementation strategies and the collection of data that can inform continuous improvement cycles.
{"title":"Provider perceptions of the anticipated benefits, barriers, and facilitators associated with implementing a stepped care model for the delivery of addiction and mental health services in New Brunswick: a mixed-methods observational implementation study.","authors":"Alesha King, Laura M Harris-Lane, Stéphane Bérubé, Katie Burke, AnnMarie Churchill, Peter Cornish, Bernard Goguen, Alexia Jaouich, Joshua A Rash","doi":"10.1186/s13033-023-00611-9","DOIUrl":"10.1186/s13033-023-00611-9","url":null,"abstract":"<p><strong>Background: </strong>Providers who work within addiction and mental health (A&MH) services in New Brunswick (NB), Canada completed training in Stepped Care 2.0 and One-at-a-Time (OAAT) therapy as part of a provincial practice change initiative to implement a provincial stepped care model. The present study aimed to identify: (1) the perceived acceptability and feasibility of the SC2.0 model; (2) the perceived benefits, barriers, and facilitators to implement SC2.0 in practice; and (3) perceived impacts on clinical practice.</p><p><strong>Methods: </strong>This is a mixed-methods observational implementation study. Quantitative surveys were completed after training courses. Open-ended responses were collected after completion of SC2.0 training. A subset of providers who completed surveys were asked to participate in semi-structured interviews. Descriptive statistics were used to describe results from surveys. Open-ended responses and semi-structured interviews were compiled and thematically synthesized in an iterative process using a grounded theory framework. Quantitative and qualitative data were triangulated to build an in-depth understanding of provider perceptions.</p><p><strong>Results: </strong>316 providers completed surveys and responded to open-ended prompts. Interviews were completed with 28 of those providers. SC2.0 was deemed to be acceptable, a suitable fit, and feasible to implement. Perceived benefits included: (1) timely access to services; (2) increased practice efficiency; and (3) increased availability of services. Perceived barriers included: (1) insufficient availability of resources to populate a SC2.0 continuum of care; (2) provider complacency with their current practice; and (3) difficulty for clients to accept and adjust to change.</p><p><strong>Conclusions: </strong>Identifying the perceived benefits, facilitators, and barriers to adopting stepped care in practice can lead to targeted implementation strategies and the collection of data that can inform continuous improvement cycles.</p>","PeriodicalId":47752,"journal":{"name":"International Journal of Mental Health Systems","volume":"17 1","pages":"40"},"PeriodicalIF":3.6,"publicationDate":"2023-11-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10647026/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134650165","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-11-09DOI: 10.1186/s13033-023-00605-7
Jason Bantjes, Molly J Kessler, Xanthe Hunt, Dan J Stein, Ronald C Kessler
<p><strong>Background: </strong>Mental health problems are common and impairing among university students, yet only a minority of students with psychological disorders access treatment. Understanding barriers to treatment is integral to planning services, especially in resource constrained settings like South Africa (SA).</p><p><strong>Methods: </strong>Data collected across 17 institutions in the online SA National Student Mental Health Survey were used to: (1) estimate 12-month prevalence of common mental health problems and self-harm; (2) estimate the proportion of students receiving treatments for the various mental health problems; (3) explore barriers to treatment; and (4) investigate sociodemographic predictors of treatment mediated through the various barriers endorsed by students with mental health problems. Prevalence analyses were carried out using cross-tabulations and prediction analyses using modified Poisson regression models.</p><p><strong>Results: </strong>Prevalence of clinically significant mental health problems is high relative to international comparisons, with the prevalence of severe, mild and moderate symptoms of any disorder and/or self-harm of 24.8% (SD = 0.3), 18.8% (SD = 0.3) and 27.6% (SD = 0.4) respectively. Treatment rates were 35.2% (S.E. = 0.6) among students with mental health problems who perceived need for treatment and 21.3% (S.E. = 0.4) irrespective of perceived need. Treatment rates were highest for mood disorders (29.9%, S.E. = 0.6) and lowest for externalising disorders (23.8%, S.E. = 0.5). Treatment rates were much less variable across disorder types among students with perceived need than irrespective of perceived need, indicating that perceived need mediated the associations of disorder types with received treatment. Adjusting for disorder profile, probability of obtaining treatment was significantly and positively associated with older age, female gender, study beyond the first year, traditional sexual orientation, and diverse indicators of social advantage (full-time study, high parent education, and attending Historically White Institutions). Among students with mental health problems, numerous barriers to treatment were reported adjusting for disorder profile, including lack of perceived need (39.5%, S.E. = 0.5) and, conditional on perceived need, psychological (54.4%, S.E. = 1.0), practical (77.3%, S.E. = 1.1), and other (79.1%, S.E. = 1.1) barriers. Typically, students reported multiple barriers to treatment. Differences in perceived need explained the gender difference in treatment, whereas practical barriers were most important in accounting for the other predictors of treatment.</p><p><strong>Conclusion: </strong>Mental health problems are highly prevalent but seldom treated among SA university students. Although many barriers were reported, practical barriers were especially important in accounting for the associations of social disadvantage with low rates of treatment. Many of these practica
{"title":"Treatment rates and barriers to mental health service utilisation among university students in South Africa.","authors":"Jason Bantjes, Molly J Kessler, Xanthe Hunt, Dan J Stein, Ronald C Kessler","doi":"10.1186/s13033-023-00605-7","DOIUrl":"10.1186/s13033-023-00605-7","url":null,"abstract":"<p><strong>Background: </strong>Mental health problems are common and impairing among university students, yet only a minority of students with psychological disorders access treatment. Understanding barriers to treatment is integral to planning services, especially in resource constrained settings like South Africa (SA).</p><p><strong>Methods: </strong>Data collected across 17 institutions in the online SA National Student Mental Health Survey were used to: (1) estimate 12-month prevalence of common mental health problems and self-harm; (2) estimate the proportion of students receiving treatments for the various mental health problems; (3) explore barriers to treatment; and (4) investigate sociodemographic predictors of treatment mediated through the various barriers endorsed by students with mental health problems. Prevalence analyses were carried out using cross-tabulations and prediction analyses using modified Poisson regression models.</p><p><strong>Results: </strong>Prevalence of clinically significant mental health problems is high relative to international comparisons, with the prevalence of severe, mild and moderate symptoms of any disorder and/or self-harm of 24.8% (SD = 0.3), 18.8% (SD = 0.3) and 27.6% (SD = 0.4) respectively. Treatment rates were 35.2% (S.E. = 0.6) among students with mental health problems who perceived need for treatment and 21.3% (S.E. = 0.4) irrespective of perceived need. Treatment rates were highest for mood disorders (29.9%, S.E. = 0.6) and lowest for externalising disorders (23.8%, S.E. = 0.5). Treatment rates were much less variable across disorder types among students with perceived need than irrespective of perceived need, indicating that perceived need mediated the associations of disorder types with received treatment. Adjusting for disorder profile, probability of obtaining treatment was significantly and positively associated with older age, female gender, study beyond the first year, traditional sexual orientation, and diverse indicators of social advantage (full-time study, high parent education, and attending Historically White Institutions). Among students with mental health problems, numerous barriers to treatment were reported adjusting for disorder profile, including lack of perceived need (39.5%, S.E. = 0.5) and, conditional on perceived need, psychological (54.4%, S.E. = 1.0), practical (77.3%, S.E. = 1.1), and other (79.1%, S.E. = 1.1) barriers. Typically, students reported multiple barriers to treatment. Differences in perceived need explained the gender difference in treatment, whereas practical barriers were most important in accounting for the other predictors of treatment.</p><p><strong>Conclusion: </strong>Mental health problems are highly prevalent but seldom treated among SA university students. Although many barriers were reported, practical barriers were especially important in accounting for the associations of social disadvantage with low rates of treatment. Many of these practica","PeriodicalId":47752,"journal":{"name":"International Journal of Mental Health Systems","volume":"17 1","pages":"38"},"PeriodicalIF":3.6,"publicationDate":"2023-11-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10633973/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72015720","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-11-09DOI: 10.1186/s13033-023-00606-6
Yeujin Ki, Andrew Athan McAleavey, Tron Anders Moger, Christian Moltu
Background: Mental disorders are one of the costliest conditions to treat in Norway, and research into the costs of specialist mental healthcare are needed. The purpose of this article is to present a cost structure and to investigate the variables that have the greatest impact on high-cost episodes.
Methods: Patient-level cost data and clinic information during 2018-2021 were analyzed (N = 180,220). Cost structure was examined using two accounting approaches. A generalized linear model was used to explain major cost drivers of the 1%, 5%, and 10% most expensive episodes, adjusting for patients' demographic characteristics [gender, age], clinical factors [length of stay (LOS), admission type, care type, diagnosis], and administrative information [number of planned consultations, first hospital visits, interval between two hospital episode].
Results: One percent of episodes utilized 57% of total resources. Labor costs accounted for 87% of total costs. The more expensive an episode was, the greater the ratio of the inpatient (ward) cost was. Among the top-10%, 5%, and 1% most expensive groups, ward costs accounted for, respectively, 89%, 93%, and 99% of the total cost, whereas the overall average was 67%. Longer LOS, ambulatory services, surgical interventions, organic disorders, and schizophrenia were identified as the major cost drivers of the total cost, in general. In particular, LOS, ambulatory services, and schizophrenia were the factors that increased costs in expensive subgroups. The "first hospital visit" and "a very short hospital re-visit" were associated with a cost increase, whereas "the number of planned consultations" was associated with a cost decrease.
Conclusions: The specialist mental healthcare division has a unique cost structure. Given that resources are utilized intensively at the early stage of care, improving the initial flow of hospital care can contribute to efficient resource utilization. Our study found empirical evidence that planned outpatient consultations may be associated with a reduced health care burden in the long-term.
{"title":"Cost structure in specialist mental healthcare: what are the main drivers of the most expensive episodes?","authors":"Yeujin Ki, Andrew Athan McAleavey, Tron Anders Moger, Christian Moltu","doi":"10.1186/s13033-023-00606-6","DOIUrl":"10.1186/s13033-023-00606-6","url":null,"abstract":"<p><strong>Background: </strong>Mental disorders are one of the costliest conditions to treat in Norway, and research into the costs of specialist mental healthcare are needed. The purpose of this article is to present a cost structure and to investigate the variables that have the greatest impact on high-cost episodes.</p><p><strong>Methods: </strong>Patient-level cost data and clinic information during 2018-2021 were analyzed (N = 180,220). Cost structure was examined using two accounting approaches. A generalized linear model was used to explain major cost drivers of the 1%, 5%, and 10% most expensive episodes, adjusting for patients' demographic characteristics [gender, age], clinical factors [length of stay (LOS), admission type, care type, diagnosis], and administrative information [number of planned consultations, first hospital visits, interval between two hospital episode].</p><p><strong>Results: </strong>One percent of episodes utilized 57% of total resources. Labor costs accounted for 87% of total costs. The more expensive an episode was, the greater the ratio of the inpatient (ward) cost was. Among the top-10%, 5%, and 1% most expensive groups, ward costs accounted for, respectively, 89%, 93%, and 99% of the total cost, whereas the overall average was 67%. Longer LOS, ambulatory services, surgical interventions, organic disorders, and schizophrenia were identified as the major cost drivers of the total cost, in general. In particular, LOS, ambulatory services, and schizophrenia were the factors that increased costs in expensive subgroups. The \"first hospital visit\" and \"a very short hospital re-visit\" were associated with a cost increase, whereas \"the number of planned consultations\" was associated with a cost decrease.</p><p><strong>Conclusions: </strong>The specialist mental healthcare division has a unique cost structure. Given that resources are utilized intensively at the early stage of care, improving the initial flow of hospital care can contribute to efficient resource utilization. Our study found empirical evidence that planned outpatient consultations may be associated with a reduced health care burden in the long-term.</p>","PeriodicalId":47752,"journal":{"name":"International Journal of Mental Health Systems","volume":"17 1","pages":"37"},"PeriodicalIF":3.6,"publicationDate":"2023-11-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10633930/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72015719","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}