{"title":"了解初级保健医生成功的数字驱动能力建设项目的轮廓:来自印度南部一个高绩效地区的混合方法研究。","authors":"Hetashri Shah, Chandana Sabbella, Prakyath Ravindranath Hegde, Rahul Patley, Sivakami Sundari S, Rajani Parthasarathy, Narayana Manjunatha, Channaveerachari Naveen Kumar, Suresh Bada Math","doi":"10.1177/02537176251358470","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Amid a pan-India digitally driven mental health capacity-building program carried out through National Institute of Mental Health and Neurosciences (NIMHANS) from April 2022 to November 2024, one district stood out, consistently outperforming others across most outcome measures. This study delves into the successful elements of this high-performing model district in South India to uncover the key factors behind its success.</p><p><strong>Methods: </strong>In November-December 2023, 69 primary care doctors (PCDs) from Udupi district participated in a six-week digital mental health training. The study utilized a mixed-method approach, analyzing changes in knowledge, attitudes, and practice (KAP) scores pre- and post-training, diagnostic and treatment concordance between PCDs and psychiatrists via collaborative video consultations (CVCs) records, and insights from focus group discussion (FGD) conducted with 12 PCDs.</p><p><strong>Results: </strong>About 68.12% of Udupi PCDs attended ≥3 sessions of the training, outperforming both Karnataka state PCDs (22.89%) and PCDs from nine other states (13.24%). Post-training, KAP scores improved significantly (mean difference: 1.89, <i>t</i>: -5.63, <i>p</i> < .001), surpassing the overall program's PCDs (mean difference: 1.68). Diagnostic concordance with psychiatrists ranged from \"Very good\" to \"Good\" (Cohen's k: 0.6-1.0), while treatment concordance was \"Good\" to \"Fair\" (k: 0.3-0.6). FGDs highlighted key success factors, including participant engagement, the perceived need for psychiatric care at PHCs, positive attitudes toward digital training, and strong administrative support.</p><p><strong>Conclusion: </strong>Compared to Karnataka as a whole and other states, Udupi district's standout performance was likely driven by favorable trainee-related factors and adequate administrative support enabled through digital training.</p>","PeriodicalId":13476,"journal":{"name":"Indian Journal of Psychological Medicine","volume":" ","pages":"02537176251358470"},"PeriodicalIF":2.0000,"publicationDate":"2025-08-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12357833/pdf/","citationCount":"0","resultStr":"{\"title\":\"Understanding the Contours of a Successful Digitally Driven Capacity Building Program for Primary Care Doctors: A Mixed Method Study from a High-performing District of Southern India.\",\"authors\":\"Hetashri Shah, Chandana Sabbella, Prakyath Ravindranath Hegde, Rahul Patley, Sivakami Sundari S, Rajani Parthasarathy, Narayana Manjunatha, Channaveerachari Naveen Kumar, Suresh Bada Math\",\"doi\":\"10.1177/02537176251358470\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Amid a pan-India digitally driven mental health capacity-building program carried out through National Institute of Mental Health and Neurosciences (NIMHANS) from April 2022 to November 2024, one district stood out, consistently outperforming others across most outcome measures. This study delves into the successful elements of this high-performing model district in South India to uncover the key factors behind its success.</p><p><strong>Methods: </strong>In November-December 2023, 69 primary care doctors (PCDs) from Udupi district participated in a six-week digital mental health training. The study utilized a mixed-method approach, analyzing changes in knowledge, attitudes, and practice (KAP) scores pre- and post-training, diagnostic and treatment concordance between PCDs and psychiatrists via collaborative video consultations (CVCs) records, and insights from focus group discussion (FGD) conducted with 12 PCDs.</p><p><strong>Results: </strong>About 68.12% of Udupi PCDs attended ≥3 sessions of the training, outperforming both Karnataka state PCDs (22.89%) and PCDs from nine other states (13.24%). Post-training, KAP scores improved significantly (mean difference: 1.89, <i>t</i>: -5.63, <i>p</i> < .001), surpassing the overall program's PCDs (mean difference: 1.68). Diagnostic concordance with psychiatrists ranged from \\\"Very good\\\" to \\\"Good\\\" (Cohen's k: 0.6-1.0), while treatment concordance was \\\"Good\\\" to \\\"Fair\\\" (k: 0.3-0.6). FGDs highlighted key success factors, including participant engagement, the perceived need for psychiatric care at PHCs, positive attitudes toward digital training, and strong administrative support.</p><p><strong>Conclusion: </strong>Compared to Karnataka as a whole and other states, Udupi district's standout performance was likely driven by favorable trainee-related factors and adequate administrative support enabled through digital training.</p>\",\"PeriodicalId\":13476,\"journal\":{\"name\":\"Indian Journal of Psychological Medicine\",\"volume\":\" \",\"pages\":\"02537176251358470\"},\"PeriodicalIF\":2.0000,\"publicationDate\":\"2025-08-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12357833/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Indian Journal of Psychological Medicine\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1177/02537176251358470\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"PSYCHIATRY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Indian Journal of Psychological Medicine","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1177/02537176251358470","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"PSYCHIATRY","Score":null,"Total":0}
引用次数: 0
摘要
背景:在2022年4月至2024年11月期间,国家精神卫生和神经科学研究所(NIMHANS)开展了一项泛印度数字驱动的精神卫生能力建设计划,其中一个地区脱颖而出,在大多数结果衡量指标上始终优于其他地区。本研究深入研究了南印度这个高绩效示范区的成功要素,以揭示其成功背后的关键因素。方法:2023年11 - 12月,Udupi地区69名初级保健医生(PCDs)参加了为期6周的数字心理健康培训。该研究采用混合方法,分析了培训前后知识、态度和实践(KAP)评分的变化,通过协作视频咨询(CVCs)记录分析了pcd与精神科医生之间的诊断和治疗一致性,以及对12名pcd进行的焦点小组讨论(FGD)的见解。结果:约68.12%的Udupi地区的PCDs参加了≥3次培训,优于卡纳塔克邦的PCDs(22.89%)和其他9个邦的PCDs(13.24%)。训练后,KAP得分显著提高(平均差值:1.89,t: -5.63, p < 0.001),超过了整个项目的PCDs(平均差值:1.68)。精神科医生的诊断一致性从“非常好”到“好”(科恩的k值:0.6-1.0),而治疗一致性从“好”到“一般”(k值:0.3-0.6)。fgd强调了关键的成功因素,包括参与者的参与度、对初级保健中心精神科护理的感知需求、对数字化培训的积极态度以及强有力的行政支持。结论:与卡纳塔克邦整体和其他邦相比,Udupi地区的突出表现可能是由有利的培训相关因素和通过数字培训实现的充分行政支持驱动的。
Understanding the Contours of a Successful Digitally Driven Capacity Building Program for Primary Care Doctors: A Mixed Method Study from a High-performing District of Southern India.
Background: Amid a pan-India digitally driven mental health capacity-building program carried out through National Institute of Mental Health and Neurosciences (NIMHANS) from April 2022 to November 2024, one district stood out, consistently outperforming others across most outcome measures. This study delves into the successful elements of this high-performing model district in South India to uncover the key factors behind its success.
Methods: In November-December 2023, 69 primary care doctors (PCDs) from Udupi district participated in a six-week digital mental health training. The study utilized a mixed-method approach, analyzing changes in knowledge, attitudes, and practice (KAP) scores pre- and post-training, diagnostic and treatment concordance between PCDs and psychiatrists via collaborative video consultations (CVCs) records, and insights from focus group discussion (FGD) conducted with 12 PCDs.
Results: About 68.12% of Udupi PCDs attended ≥3 sessions of the training, outperforming both Karnataka state PCDs (22.89%) and PCDs from nine other states (13.24%). Post-training, KAP scores improved significantly (mean difference: 1.89, t: -5.63, p < .001), surpassing the overall program's PCDs (mean difference: 1.68). Diagnostic concordance with psychiatrists ranged from "Very good" to "Good" (Cohen's k: 0.6-1.0), while treatment concordance was "Good" to "Fair" (k: 0.3-0.6). FGDs highlighted key success factors, including participant engagement, the perceived need for psychiatric care at PHCs, positive attitudes toward digital training, and strong administrative support.
Conclusion: Compared to Karnataka as a whole and other states, Udupi district's standout performance was likely driven by favorable trainee-related factors and adequate administrative support enabled through digital training.
期刊介绍:
The Indian Journal of Psychological Medicine (ISSN 0253-7176) was started in 1978 as the official publication of the Indian Psychiatric Society South Zonal Branch. The journal allows free access (Open Access) and is published Bimonthly. The Journal includes but is not limited to review articles, original research, opinions, and letters. The Editor and publisher accept no legal responsibility for any opinions, omissions or errors by the authors, nor do they approve of any product advertised within the journal.