Reports an error in "Defining and assessing adverse events and harmful effects in psychotherapy study protocols: A systematic review" by Rahel Klatte, Bernhard Strauss, Christoph Flückiger, Francesca Färber and Jenny Rosendahl (Psychotherapy, 2023[Mar], Vol 60[1], 130-148). Psychotherapy Study Protocols: A Systematic Review" by Klatte et al. (2022) In the article "Defining and Assessing Adverse Events and Harmful Effects in Psychotherapy Study Protocols: A Systematic Review" by Rahel Klatte, Bernhard Strauss, Christoph Flückiger, Francesca Färber, and Jenny Rosendahl (Psychotherapy, 2022, Vol. 60, No. 1, pp. 130-148, https://doi.org/10 .1037/pst0000359), author contributions were corrected in the author note: Rahel Klatte served as support for methodology and project administration, and served as lead for data curation, formal analysis, and investigation, original draft, and writing, review, and editing. Bernhard Strauss served as lead for resources, contributed equally to conceptualization, funding acquisition and supervision, and served as support for methodology, validation, and writing, review, and editing. Christoph Flückiger contributed equally to supervision and served as support for methodology, validation, original draft, and writing, review, and editing. Francesca Färber served as support for data curation and writing, review, and editing. Jenny Rosendahl served as lead for methodology and project administration, contributed equally to conceptualization, funding acquisition, and supervision, and served as support for data curation, formal analysis, and investigation. (The following abstract of the original article appeared in record 2022-23289-001.) The assessment of safety data has become a standard across many clinical interventions. The aim of this systematic review is to investigate the extent to which harm is addressed within psychotherapy study protocols. The review includes study protocols of randomized controlled trials published between 2004 and 2017 investigating the effects of psychotherapy in adult patients with affective disorders, phobia, anxiety, obsessive-compulsive disorder, posttraumatic stress disorder, and/or personality disorders. We conducted a systematic search in the CENTRAL, Medline, PsycINFO, and Web of Science databases as well as in relevant journals. In total, 115 study protocols were included, examining 168 psychotherapy and 85 control conditions. These protocols differed considerably in the way they conceptualized harm: 77 explicitly addressed harm, 62 considered serious adverse events, and 39 considered adverse events. Although serious adverse events were defined somewhat consistently, adverse events were not. Our results imply that clinical researchers do not apply standardized approaches with regard to harm concepts, assessment, and management. To gather data on frequencies of harmful effects, we argue a higher degree of standardization would be useful. Feasible recommendations are provided
Rahel Klatte, Bernhard Strauss, Christoph flckiger, Francesca Färber和Jenny Rosendahl在“心理治疗研究方案中不良事件和有害影响的定义和评估:系统回顾”(心理治疗,2023年[3],Vol 60 bbb, 130-148)中报告了一个错误。在Rahel Klatte, Bernhard Strauss, Christoph flckiger, Francesca Färber和Jenny Rosendahl的文章“心理治疗研究方案中的不良事件和有害影响的定义和评估:系统评价”(心理治疗,2022,Vol. 60, No. 1, pp. 130-148, https://doi.org/10 .1037/pst0000359)中,作者在作者注释中更正了作者的贡献:Rahel Klatte担任方法和项目管理的支持,并担任数据管理,正式分析和调查,原始草案,写作,审查和编辑的领导。伯恩哈德·施特劳斯担任资源负责人,对概念化、资金获取和监督做出了同样的贡献,并为方法、验证、写作、审查和编辑提供了支持。Christoph flckiger同样参与了监督工作,并为方法论、验证、原稿、写作、审查和编辑提供了支持。Francesca Färber为数据管理、写作、审查和编辑提供支持。Jenny Rosendahl担任方法论和项目管理的负责人,对概念化、资金获取和监督做出了同样的贡献,并为数据管理、正式分析和调查提供了支持。(以下是原文摘要,编号:2022-23289-001)安全性数据评估已成为许多临床干预措施的标准。本系统综述的目的是调查心理治疗研究方案中涉及的危害程度。该综述包括2004年至2017年间发表的随机对照试验的研究方案,这些试验调查了心理治疗对患有情感障碍、恐惧症、焦虑、强迫症、创伤后应激障碍和/或人格障碍的成年患者的影响。我们在CENTRAL、Medline、PsycINFO和Web of Science数据库以及相关期刊中进行了系统的检索。总共包括115项研究方案,检查了168种心理疗法和85种对照条件。这些方案在定义危害的方式上存在很大差异:77项明确涉及危害,62项考虑严重不良事件,39项考虑不良事件。尽管严重不良事件的定义在某种程度上是一致的,但不良事件的定义却不是一致的。我们的研究结果表明,临床研究人员在危害概念、评估和管理方面没有采用标准化的方法。为了收集有害影响频率的数据,我们认为更高程度的标准化将是有用的。根据审查的研究方案中的良好实践实例,提出了可行的建议。(PsycInfo Database Record (c) 2025 APA,版权所有)。
{"title":"Correction to \"Defining and assessing adverse events and harmful effects in psychotherapy study protocols: A systematic review\" by Klatte et al. (2022).","authors":"","doi":"10.1037/pst0000574","DOIUrl":"10.1037/pst0000574","url":null,"abstract":"<p><p>Reports an error in \"Defining and assessing adverse events and harmful effects in psychotherapy study protocols: A systematic review\" by Rahel Klatte, Bernhard Strauss, Christoph Flückiger, Francesca Färber and Jenny Rosendahl (<i>Psychotherapy</i>, 2023[Mar], Vol 60[1], 130-148). Psychotherapy Study Protocols: A Systematic Review\" by Klatte et al. (2022) In the article \"Defining and Assessing Adverse Events and Harmful Effects in Psychotherapy Study Protocols: A Systematic Review\" by Rahel Klatte, Bernhard Strauss, Christoph Flückiger, Francesca Färber, and Jenny Rosendahl (Psychotherapy, 2022, Vol. 60, No. 1, pp. 130-148, https://doi.org/10 .1037/pst0000359), author contributions were corrected in the author note: Rahel Klatte served as support for methodology and project administration, and served as lead for data curation, formal analysis, and investigation, original draft, and writing, review, and editing. Bernhard Strauss served as lead for resources, contributed equally to conceptualization, funding acquisition and supervision, and served as support for methodology, validation, and writing, review, and editing. Christoph Flückiger contributed equally to supervision and served as support for methodology, validation, original draft, and writing, review, and editing. Francesca Färber served as support for data curation and writing, review, and editing. Jenny Rosendahl served as lead for methodology and project administration, contributed equally to conceptualization, funding acquisition, and supervision, and served as support for data curation, formal analysis, and investigation. (The following abstract of the original article appeared in record 2022-23289-001.) The assessment of safety data has become a standard across many clinical interventions. The aim of this systematic review is to investigate the extent to which harm is addressed within psychotherapy study protocols. The review includes study protocols of randomized controlled trials published between 2004 and 2017 investigating the effects of psychotherapy in adult patients with affective disorders, phobia, anxiety, obsessive-compulsive disorder, posttraumatic stress disorder, and/or personality disorders. We conducted a systematic search in the CENTRAL, Medline, PsycINFO, and Web of Science databases as well as in relevant journals. In total, 115 study protocols were included, examining 168 psychotherapy and 85 control conditions. These protocols differed considerably in the way they conceptualized harm: 77 explicitly addressed harm, 62 considered serious adverse events, and 39 considered adverse events. Although serious adverse events were defined somewhat consistently, adverse events were not. Our results imply that clinical researchers do not apply standardized approaches with regard to harm concepts, assessment, and management. To gather data on frequencies of harmful effects, we argue a higher degree of standardization would be useful. Feasible recommendations are provided","PeriodicalId":20910,"journal":{"name":"Psychotherapy","volume":"62 1","pages":"74"},"PeriodicalIF":2.6,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143650058","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-03-01Epub Date: 2025-01-27DOI: 10.1037/pst0000550
Sarah L Kopelovich, Roisín Slevin, Rachel M Brian, Victoria Shepard, Scott A Baldwin, Dror Ben-Zeev, Mike Tanana, Zac Imel
We developed an asynchronous online cognitive behavioral therapy (CBT) training tool that provides artificial intelligence- (AI-) enabled feedback to learners across eight CBT skills. We sought to evaluate the technical reliability and to ascertain how practitioners would use the tool to inform product iteration and future deployment. We conducted a single-arm 2-week field trial among behavioral health practitioners who treat outpatients with psychosis. Practitioners (N = 21) were invited to use the AI-enabled CBT training tool over a 2-week (15 days, inclusive) period. To enable naturalistic observation, no adjustments were made to their workloads nor were prescriptions on use provided. We conducted daily assessments and collected backend analytics for all users. At end point, we assessed acceptability, appropriateness, feasibility of implementation, perceived usability, satisfaction, and perceived impact of training. We observed four types of technical issues: broken links, intermittent issues receiving AI-enabled feedback, video replay errors, and an HTML error. Participants averaged 6.57 logins over the 2 weeks, with more than half engaging daily. Most participants (44.7%) engaged for < 30-min increments. Usability scores exceeded industry standard and satisfaction scores indicated good promotion of the tool. All participants endorsed high feasibility, acceptability, and appropriateness. Twelve participants (57%) used the AI-enabled feedback feature; those who did tended to report improved satisfaction, feasibility, and perceived impact of the training. The training tool was used by practitioners in a routine care setting, met or exceeded conventional implementation benchmarks, and may support skill improvement; however, data suggest that practitioners may need support or accountability to fully leverage the training tool. (PsycInfo Database Record (c) 2025 APA, all rights reserved).
我们开发了一种异步在线认知行为疗法(CBT)培训工具,为学习者提供八种CBT技能的人工智能(AI)反馈。我们试图评估技术可靠性,并确定从业者将如何使用该工具来通知产品迭代和未来的部署。我们在治疗精神病门诊患者的行为健康从业人员中进行了一项为期两周的单臂实地试验。从业者(N = 21)被邀请在2周(15天,含15天)的时间内使用人工智能支持的CBT培训工具。为了进行自然观察,没有调整他们的工作量,也没有提供使用处方。我们每天对所有用户进行评估并收集后端分析。最后,我们评估了培训的可接受性、适当性、实施的可行性、感知的可用性、满意度和感知的影响。我们观察到四种类型的技术问题:断开的链接,间歇性问题接收人工智能启用的反馈,视频回放错误和HTML错误。参与者在两周内平均登录6.57次,超过一半的人每天登录。大多数参与者(44.7%)的时间增量小于30分钟。可用性得分超过行业标准,满意度得分表明该工具得到了良好的推广。所有与会者都赞同高可行性、可接受性和适当性。12名参与者(57%)使用了人工智能反馈功能;那些接受培训的人倾向于报告培训的满意度、可行性和可感知的影响。培训工具被从业人员在日常护理环境中使用,达到或超过了传统的实施基准,并可能支持技能提高;然而,数据表明,从业者可能需要支持或问责制来充分利用培训工具。(PsycInfo Database Record (c) 2025 APA,版权所有)。
{"title":"Preliminary investigation of an artificial intelligence-based cognitive behavioral therapy training tool.","authors":"Sarah L Kopelovich, Roisín Slevin, Rachel M Brian, Victoria Shepard, Scott A Baldwin, Dror Ben-Zeev, Mike Tanana, Zac Imel","doi":"10.1037/pst0000550","DOIUrl":"10.1037/pst0000550","url":null,"abstract":"<p><p>We developed an asynchronous online cognitive behavioral therapy (CBT) training tool that provides artificial intelligence- (AI-) enabled feedback to learners across eight CBT skills. We sought to evaluate the technical reliability and to ascertain how practitioners would use the tool to inform product iteration and future deployment. We conducted a single-arm 2-week field trial among behavioral health practitioners who treat outpatients with psychosis. Practitioners (<i>N</i> = 21) were invited to use the AI-enabled CBT training tool over a 2-week (15 days, inclusive) period. To enable naturalistic observation, no adjustments were made to their workloads nor were prescriptions on use provided. We conducted daily assessments and collected backend analytics for all users. At end point, we assessed acceptability, appropriateness, feasibility of implementation, perceived usability, satisfaction, and perceived impact of training. We observed four types of technical issues: broken links, intermittent issues receiving AI-enabled feedback, video replay errors, and an HTML error. Participants averaged 6.57 logins over the 2 weeks, with more than half engaging daily. Most participants (44.7%) engaged for < 30-min increments. Usability scores exceeded industry standard and satisfaction scores indicated good promotion of the tool. All participants endorsed high feasibility, acceptability, and appropriateness. Twelve participants (57%) used the AI-enabled feedback feature; those who did tended to report improved satisfaction, feasibility, and perceived impact of the training. The training tool was used by practitioners in a routine care setting, met or exceeded conventional implementation benchmarks, and may support skill improvement; however, data suggest that practitioners may need support or accountability to fully leverage the training tool. (PsycInfo Database Record (c) 2025 APA, all rights reserved).</p>","PeriodicalId":20910,"journal":{"name":"Psychotherapy","volume":" ","pages":"12-21"},"PeriodicalIF":3.9,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11913585/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143053376","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-12-01Epub Date: 2024-08-05DOI: 10.1037/pst0000531
Barry A Farber, David Roe, Shana Dickstein, Mossie Lierle, Rachel Cherner, Luisa Garbowit
To investigate the perceptions of ex-romantic partners regarding the extent to which and ways in which psychotherapy facilitates coping with the consequences of the dissolution of past relationships, a multipart survey (Representations of Past Significant Others) that included Likert-type, multiple-choice, and open-ended questions about the ways in which individuals remember a past significant relationship and the ways in which they have moved toward closure from that relationship was disseminated via social media and networking. An attachment status measure (Experience in Close Relationship Scale-Short Form) was also administered. A total of 1,846 respondents, mean age 30.6 and predominantly White, heterosexual, female, and from the United States, completed the survey, 74.6% of whom attended psychotherapy post breakup. On average, respondents who engaged in therapy following their breakup found it to be moderately to very helpful; younger respondents, those in longer term relationships, and those with higher scores on the Experience in Close Relationship Scale-Short Form Anxiety subscale evaluated the helpfulness of therapy more highly. Multiple clinical interventions were perceived as helpful in coping with romantic breakups, including normalizing respondents' feelings about their experience, encouraging them to be more aware of their feelings, encouraging them to move forward with their lives, reminding them of their strengths, exploring the story of the relationship and the breakup, and challenging their self-critical thoughts or feelings. Understanding who is best served by postbreakup therapy and the specific interventions, psychotherapeutic and otherwise, that move individuals toward closure may facilitate therapists' efforts to help with this common source of client distress. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
{"title":"\"After the thrill is gone\": The role of psychotherapy in coping with romantic breakups.","authors":"Barry A Farber, David Roe, Shana Dickstein, Mossie Lierle, Rachel Cherner, Luisa Garbowit","doi":"10.1037/pst0000531","DOIUrl":"10.1037/pst0000531","url":null,"abstract":"<p><p>To investigate the perceptions of ex-romantic partners regarding the extent to which and ways in which psychotherapy facilitates coping with the consequences of the dissolution of past relationships, a multipart survey (Representations of Past Significant Others) that included Likert-type, multiple-choice, and open-ended questions about the ways in which individuals remember a past significant relationship and the ways in which they have moved toward closure from that relationship was disseminated via social media and networking. An attachment status measure (Experience in Close Relationship Scale-Short Form) was also administered. A total of 1,846 respondents, mean age 30.6 and predominantly White, heterosexual, female, and from the United States, completed the survey, 74.6% of whom attended psychotherapy post breakup. On average, respondents who engaged in therapy following their breakup found it to be moderately to very helpful; younger respondents, those in longer term relationships, and those with higher scores on the Experience in Close Relationship Scale-Short Form Anxiety subscale evaluated the helpfulness of therapy more highly. Multiple clinical interventions were perceived as helpful in coping with romantic breakups, including normalizing respondents' feelings about their experience, encouraging them to be more aware of their feelings, encouraging them to move forward with their lives, reminding them of their strengths, exploring the story of the relationship and the breakup, and challenging their self-critical thoughts or feelings. Understanding who is best served by postbreakup therapy and the specific interventions, psychotherapeutic and otherwise, that move individuals toward closure may facilitate therapists' efforts to help with this common source of client distress. (PsycInfo Database Record (c) 2024 APA, all rights reserved).</p>","PeriodicalId":20910,"journal":{"name":"Psychotherapy","volume":" ","pages":"324-333"},"PeriodicalIF":3.9,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141890041","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-12-01Epub Date: 2024-10-24DOI: 10.1037/pst0000546
Tim Kaiser, David M Erekson, Benjamin M Ogles
Psychotherapy outcome research mainly focuses on scale-level changes and constructs that were developed using cross-sectional statistical analysis, possibly concealing important findings on the level of single items, and limiting the clinical utility of outcome scales. Our goal was to explore changes in symptoms, interpersonal problems, and level of functioning in everyday life and to establish groups of items with similar rates of change that could be used to form more coherent targets for measuring different therapeutic outcomes. Triangulated maximally filtered graphs were used to model the network structure of the Outcome Questionnaire-45 in a data set of N = 12,075 university counseling center patients. Dynamic exploratory graph analysis was used to establish communities of items with similar rates of change. Five item communities (anxiety, hopelessness, interpersonal problems, well-being, and work impairment) were found. Compared to the original Outcome Questionnaire-45 subscales, they showed better fit to the data. The "hopelessness" community, which describes the extent of a patient's demoralization before the start of therapy, had a significantly higher rate of change compared to other communities. The discerned item communities provide clinicians with theoretically grounded, precise targets for outcome tracking, thereby enhancing the responsiveness and adaptability of treatment interventions to individual client trajectories. Such granularity enriches our understanding of therapeutic change, with direct implications for tailoring intervention strategies to maximize early therapeutic gains and sustain long-term recovery. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
心理治疗结果的研究主要集中在量表层面的变化和使用横截面统计分析开发的结构上,这可能掩盖了单个项目层面的重要发现,并限制了结果量表的临床实用性。我们的目标是探索症状、人际关系问题和日常生活功能水平的变化,并建立具有相似变化率的项目组,用于形成更一致的目标,以衡量不同的治疗结果。在一个由 N = 12,075 名大学心理咨询中心患者组成的数据集中,使用三角最大滤波图对结果问卷-45 的网络结构进行建模。动态探索图分析用于建立具有相似变化率的项目群。结果发现了五个项目群(焦虑、绝望、人际关系问题、幸福感和工作障碍)。与最初的结果问卷-45 分量表相比,它们与数据的契合度更高。绝望 "项目群描述了患者在治疗开始前的沮丧程度,与其他项目群相比,该项目群的变化率明显更高。所发现的项目群为临床医生提供了有理论依据的、精确的结果跟踪目标,从而提高了治疗干预措施对客户个人轨迹的响应速度和适应性。这种粒度丰富了我们对治疗变化的理解,直接影响到干预策略的定制,以最大限度地提高早期治疗效果并维持长期康复。(PsycInfo Database Record (c) 2024 APA,保留所有权利)。
{"title":"Increasing outcome measurement precision: Network analysis of items on the Outcome Questionnaire-45.","authors":"Tim Kaiser, David M Erekson, Benjamin M Ogles","doi":"10.1037/pst0000546","DOIUrl":"10.1037/pst0000546","url":null,"abstract":"<p><p>Psychotherapy outcome research mainly focuses on scale-level changes and constructs that were developed using cross-sectional statistical analysis, possibly concealing important findings on the level of single items, and limiting the clinical utility of outcome scales. Our goal was to explore changes in symptoms, interpersonal problems, and level of functioning in everyday life and to establish groups of items with similar rates of change that could be used to form more coherent targets for measuring different therapeutic outcomes. Triangulated maximally filtered graphs were used to model the network structure of the Outcome Questionnaire-45 in a data set of <i>N</i> = 12,075 university counseling center patients. Dynamic exploratory graph analysis was used to establish communities of items with similar rates of change. Five item communities (anxiety, hopelessness, interpersonal problems, well-being, and work impairment) were found. Compared to the original Outcome Questionnaire-45 subscales, they showed better fit to the data. The \"hopelessness\" community, which describes the extent of a patient's demoralization before the start of therapy, had a significantly higher rate of change compared to other communities. The discerned item communities provide clinicians with theoretically grounded, precise targets for outcome tracking, thereby enhancing the responsiveness and adaptability of treatment interventions to individual client trajectories. Such granularity enriches our understanding of therapeutic change, with direct implications for tailoring intervention strategies to maximize early therapeutic gains and sustain long-term recovery. (PsycInfo Database Record (c) 2024 APA, all rights reserved).</p>","PeriodicalId":20910,"journal":{"name":"Psychotherapy","volume":" ","pages":"314-323"},"PeriodicalIF":3.9,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142506820","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-12-01Epub Date: 2024-10-14DOI: 10.1037/pst0000542
Patty B Kuo, Maitrey Mehta, Halleh Hashtpari, Vivek Srikumar, Michael J Tanana, Karen W Tao, Joanna M Drinane, Jake Van-Epps, Zac E Imel
Researchers have historically focused on understanding therapist multicultural competency and orientation through client self-report measures and behavioral coding. While client perceptions of therapist cultural competency and multicultural orientation and behavioral coding are important, reliance on these methods limits therapists receiving systematic, scalable feedback on cultural opportunities within sessions. Prior research demonstrating the feasibility of automatically identifying topics of conversation in psychotherapy suggests that natural language processing (NLP) models could be trained to automatically identify when clients and therapists are talking about cultural concerns and could inform training and provision of rapid feedback to therapists. Utilizing 103,170 labeled talk turns from 188 psychotherapy sessions, we developed NLP models that recognized the discussion of cultural topics in psychotherapy (F-1 = 70.0; Spearman's ρ = 0.78, p < .001). We discuss implications for research and practice and applications for future NLP-based feedback tools. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
研究人员历来侧重于通过客户自我报告措施和行为编码来了解治疗师的多元文化能力和取向。虽然客户对治疗师文化能力和多元文化取向的感知以及行为编码非常重要,但依赖这些方法限制了治疗师在治疗过程中获得系统的、可扩展的文化机会反馈。之前的研究证明了在心理治疗中自动识别谈话主题的可行性,这表明可以训练自然语言处理(NLP)模型来自动识别客户和治疗师何时在谈论文化问题,并为培训和向治疗师提供快速反馈提供信息。利用来自 188 个心理治疗疗程的 103,170 个标记谈话回合,我们开发出了能够识别心理治疗中文化话题讨论的 NLP 模型(F-1 = 70.0;Spearman's ρ = 0.78,p < .001)。我们讨论了研究和实践的意义,以及未来基于 NLP 的反馈工具的应用。(PsycInfo Database Record (c) 2024 APA, all rights reserved)。
{"title":"Identification of cultural conversations in therapy using natural language processing models.","authors":"Patty B Kuo, Maitrey Mehta, Halleh Hashtpari, Vivek Srikumar, Michael J Tanana, Karen W Tao, Joanna M Drinane, Jake Van-Epps, Zac E Imel","doi":"10.1037/pst0000542","DOIUrl":"10.1037/pst0000542","url":null,"abstract":"<p><p>Researchers have historically focused on understanding therapist multicultural competency and orientation through client self-report measures and behavioral coding. While client perceptions of therapist cultural competency and multicultural orientation and behavioral coding are important, reliance on these methods limits therapists receiving systematic, scalable feedback on cultural opportunities within sessions. Prior research demonstrating the feasibility of automatically identifying topics of conversation in psychotherapy suggests that natural language processing (NLP) models could be trained to automatically identify when clients and therapists are talking about cultural concerns and could inform training and provision of rapid feedback to therapists. Utilizing 103,170 labeled talk turns from 188 psychotherapy sessions, we developed NLP models that recognized the discussion of cultural topics in psychotherapy (<i>F</i>-1 = 70.0; Spearman's ρ = 0.78, <i>p</i> < .001). We discuss implications for research and practice and applications for future NLP-based feedback tools. (PsycInfo Database Record (c) 2024 APA, all rights reserved).</p>","PeriodicalId":20910,"journal":{"name":"Psychotherapy","volume":" ","pages":"259-268"},"PeriodicalIF":3.9,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142473391","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-12-01Epub Date: 2024-10-24DOI: 10.1037/pst0000543
Amit Tchizick, Johann Roland Kleinbub, Shahar Bittan, Tal Bitton, Sigal Zilcha-Mano
The empirical and clinical literature emphasizes the importance of alliance ruptures, signaling therapeutic processes occurring within and between the partners of the therapeutic dyad. However, knowledge about the underlying regulatory processes that occur amid ruptures is scarce. Identifying the underlying physiological markers may shed light on these regulatory processes. The overarching goal of the present study was to explore physiological markers of withdrawal and confrontation ruptures, within the patient and the therapist. Given the little known on the subject, we used a single-case design (94 episodic segments) to explore biologically based regulatory processes in the face of a rupture, contrasting confrontation ruptures versus withdrawal ruptures versus control episodes (emotional and neutral episodes). Findings showed that the patient and the therapist had contrasting physiological responses to the ruptures, depending on the type. During withdrawal ruptures, the patient exhibited high regulation, while the therapist did not show a clear physiological reaction. During confrontation ruptures, the patient exhibited low regulation, while the therapist exhibited high regulation. The different physiological regulation processes at times of ruptures suggest that, in withdrawal, the patient relied on intrapersonal regulation, contrasting with the interpersonal regulation observed in confrontation ruptures. Findings remained robust after controlling for speech turns and 10,000 Monte Carlo permutations to assess chance-level results. These findings provide initial evidence for the link between arousal and behavior in ruptures, offering valuable psychoeducational material for therapists to improve their handling of these challenging moments. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
{"title":"Physiological regulation processes differentiate the experience of ruptures between patient and therapist.","authors":"Amit Tchizick, Johann Roland Kleinbub, Shahar Bittan, Tal Bitton, Sigal Zilcha-Mano","doi":"10.1037/pst0000543","DOIUrl":"10.1037/pst0000543","url":null,"abstract":"<p><p>The empirical and clinical literature emphasizes the importance of alliance ruptures, signaling therapeutic processes occurring within and between the partners of the therapeutic dyad. However, knowledge about the underlying regulatory processes that occur amid ruptures is scarce. Identifying the underlying physiological markers may shed light on these regulatory processes. The overarching goal of the present study was to explore physiological markers of withdrawal and confrontation ruptures, within the patient and the therapist. Given the little known on the subject, we used a single-case design (94 episodic segments) to explore biologically based regulatory processes in the face of a rupture, contrasting confrontation ruptures versus withdrawal ruptures versus control episodes (emotional and neutral episodes). Findings showed that the patient and the therapist had contrasting physiological responses to the ruptures, depending on the type. During withdrawal ruptures, the patient exhibited high regulation, while the therapist did not show a clear physiological reaction. During confrontation ruptures, the patient exhibited low regulation, while the therapist exhibited high regulation. The different physiological regulation processes at times of ruptures suggest that, in withdrawal, the patient relied on intrapersonal regulation, contrasting with the interpersonal regulation observed in confrontation ruptures. Findings remained robust after controlling for speech turns and 10,000 Monte Carlo permutations to assess chance-level results. These findings provide initial evidence for the link between arousal and behavior in ruptures, offering valuable psychoeducational material for therapists to improve their handling of these challenging moments. (PsycInfo Database Record (c) 2024 APA, all rights reserved).</p>","PeriodicalId":20910,"journal":{"name":"Psychotherapy","volume":" ","pages":"292-303"},"PeriodicalIF":3.9,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142506821","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-12-01Epub Date: 2024-11-07DOI: 10.1037/pst0000539
Dara Kiu Yi Leung, Annabelle Pui Chi Fong, Wai Wai Kwok, Angie Kwan Yu Shum, Tianyin Liu, Rachel H M Chan, Hotinpo Sky Kanagawa, Gloria Hoi Yan Wong, Terry Yat Sang Lum
Chronic pain and depression are highly prevalent and correlated in older adults. Acceptance and commitment therapy (ACT) and exercise have been shown to be effective for both conditions, mostly in Western literature. Little is known about integrating two approaches, particularly in Asian cultures and among less well-educated people. This article describes the iterative process of developing a culturally adapted ACT with exercise intervention for older Chinese with chronic pain and depressive symptoms. A multidisciplinary expert panel codesigned a culturally adapted ACT with exercise intervention, comprising a weekly 2-hr ACT and a 1½-hr exercise program for 8 weeks, focusing on six ACT core components and low-to-moderate intensity circuit-based resistance exercise. Its feasibility was tested through a mixed-methods, pretest-posttest design with 22 older Chinese experiencing chronic pain and depressive symptoms (Mage = 71.5 years, SD = 7.5, 86% female). Participants showed significant improvements in pain intensity, pain interference, pain self-efficacy, physical performance, pain acceptance, and committed action (all p < .05). We identified five themes to inform protocol revision: (1) contextualizing values, (2) utilizing experiential learning, (3) using culturally appropriate metaphors, (4) establishing linkage between ACT concepts and pain, and (5) promoting application through repetition and prompts. Incorporating these findings, the final protocol emphasized three core ACT components and one set of physical exercises. This is the first study demonstrating the feasibility of a culturally adapted, person-centered tailoring ACT with exercise intervention for improving pain-related outcomes and mental wellness among older Chinese. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
{"title":"A cultural adaptation of acceptance and commitment therapy with exercise for older Chinese with chronic pain and depressive symptoms: A mixed-methods study.","authors":"Dara Kiu Yi Leung, Annabelle Pui Chi Fong, Wai Wai Kwok, Angie Kwan Yu Shum, Tianyin Liu, Rachel H M Chan, Hotinpo Sky Kanagawa, Gloria Hoi Yan Wong, Terry Yat Sang Lum","doi":"10.1037/pst0000539","DOIUrl":"10.1037/pst0000539","url":null,"abstract":"<p><p>Chronic pain and depression are highly prevalent and correlated in older adults. Acceptance and commitment therapy (ACT) and exercise have been shown to be effective for both conditions, mostly in Western literature. Little is known about integrating two approaches, particularly in Asian cultures and among less well-educated people. This article describes the iterative process of developing a culturally adapted ACT with exercise intervention for older Chinese with chronic pain and depressive symptoms. A multidisciplinary expert panel codesigned a culturally adapted ACT with exercise intervention, comprising a weekly 2-hr ACT and a 1½-hr exercise program for 8 weeks, focusing on six ACT core components and low-to-moderate intensity circuit-based resistance exercise. Its feasibility was tested through a mixed-methods, pretest-posttest design with 22 older Chinese experiencing chronic pain and depressive symptoms (<i>M</i><sub>age</sub> = 71.5 years, <i>SD</i> = 7.5, 86% female). Participants showed significant improvements in pain intensity, pain interference, pain self-efficacy, physical performance, pain acceptance, and committed action (all <i>p</i> < .05). We identified five themes to inform protocol revision: (1) contextualizing values, (2) utilizing experiential learning, (3) using culturally appropriate metaphors, (4) establishing linkage between ACT concepts and pain, and (5) promoting application through repetition and prompts. Incorporating these findings, the final protocol emphasized three core ACT components and one set of physical exercises. This is the first study demonstrating the feasibility of a culturally adapted, person-centered tailoring ACT with exercise intervention for improving pain-related outcomes and mental wellness among older Chinese. (PsycInfo Database Record (c) 2024 APA, all rights reserved).</p>","PeriodicalId":20910,"journal":{"name":"Psychotherapy","volume":" ","pages":"269-281"},"PeriodicalIF":3.9,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142606145","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-12-01Epub Date: 2024-07-18DOI: 10.1037/pst0000535
Antonella Cirasola, Peter Fonagy, Nick Midgley
The collaborative relationship between a client and therapist, known as the therapeutic alliance, plays an important part in promoting engagement and symptom improvement in adolescent psychotherapy. However, research indicates that alliance strains, called ruptures, are common among this age group, emphasizing the importance of addressing and resolving them for enhanced engagement and better outcomes. Despite this, there is a dearth of age-specific guidelines for effectively fostering a positive alliance and repairing these ruptures. This review examines existing literature to (a) summarize the current understanding of alliance formation in youth psychotherapy, particularly considering the distinct characteristics of working with adolescents, and (b) provide evidence-based recommendations to assist youth therapists in building strong alliances and effectively addressing alliance ruptures with this age group. Existing evidence indicates that while guidance designed for adult therapy can be beneficial, working with adolescents poses unique challenges. These include resistance to treatment, engagement in risky behaviors, confidentiality issues, and parental involvement, which can strain the therapeutic relationship. This emphasizes the importance for youth therapists to understand the unique challenges and developmental stages adolescents face and to adapt their approach accordingly. By doing so, therapists can effectively address the needs of adolescents, fostering a strong alliance and handling any ruptures that may arise. Despite being a relatively new area of study with its inherent limitations, this review underscores the critical role of alliance research in improving therapy for adolescents and guiding the training of therapists who work with this age group. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
客户与治疗师之间的合作关系被称为治疗联盟,在促进青少年参与心理治疗和改善症状方面发挥着重要作用。然而,研究表明,联盟关系紧张(称为破裂)在这一年龄组中很常见,这就强调了处理和解决这些问题以提高参与度和改善治疗效果的重要性。尽管如此,目前仍缺乏针对特定年龄段的指南来有效促进积极的联盟关系并修复这些破裂。本综述对现有文献进行了研究,旨在(a)总结当前对青少年心理治疗中联盟形成的理解,尤其是考虑到青少年工作的独特性,以及(b)提供基于证据的建议,以帮助青少年治疗师与这一年龄段的人群建立牢固的联盟并有效解决联盟破裂问题。现有证据表明,虽然为成人治疗设计的指导可以带来益处,但与青少年合作会面临独特的挑战。这些挑战包括对治疗的抵触、参与危险行为、保密问题以及父母的参与,这些都会使治疗关系变得紧张。这就强调了青少年治疗师了解青少年所面临的独特挑战和成长阶段并相应调整治疗方法的重要性。通过这样做,治疗师可以有效地满足青少年的需求,促进牢固的联盟关系,并处理可能出现的任何破裂。尽管联盟研究是一个相对较新的研究领域,有其固有的局限性,但这篇综述强调了联盟研究在改善青少年治疗和指导对这一年龄段的治疗师进行培训方面的关键作用。(PsycInfo Database Record (c) 2024 APA,保留所有权利)。
{"title":"Alliance rupture and repair in adolescent psychotherapy: What clinicians can learn from research.","authors":"Antonella Cirasola, Peter Fonagy, Nick Midgley","doi":"10.1037/pst0000535","DOIUrl":"10.1037/pst0000535","url":null,"abstract":"<p><p>The collaborative relationship between a client and therapist, known as the therapeutic alliance, plays an important part in promoting engagement and symptom improvement in adolescent psychotherapy. However, research indicates that alliance strains, called ruptures, are common among this age group, emphasizing the importance of addressing and resolving them for enhanced engagement and better outcomes. Despite this, there is a dearth of age-specific guidelines for effectively fostering a positive alliance and repairing these ruptures. This review examines existing literature to (a) summarize the current understanding of alliance formation in youth psychotherapy, particularly considering the distinct characteristics of working with adolescents, and (b) provide evidence-based recommendations to assist youth therapists in building strong alliances and effectively addressing alliance ruptures with this age group. Existing evidence indicates that while guidance designed for adult therapy can be beneficial, working with adolescents poses unique challenges. These include resistance to treatment, engagement in risky behaviors, confidentiality issues, and parental involvement, which can strain the therapeutic relationship. This emphasizes the importance for youth therapists to understand the unique challenges and developmental stages adolescents face and to adapt their approach accordingly. By doing so, therapists can effectively address the needs of adolescents, fostering a strong alliance and handling any ruptures that may arise. Despite being a relatively new area of study with its inherent limitations, this review underscores the critical role of alliance research in improving therapy for adolescents and guiding the training of therapists who work with this age group. (PsycInfo Database Record (c) 2024 APA, all rights reserved).</p>","PeriodicalId":20910,"journal":{"name":"Psychotherapy","volume":" ","pages":"304-313"},"PeriodicalIF":2.6,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141634332","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-12-01Epub Date: 2024-08-26DOI: 10.1037/pst0000541
Linda A Oshin, Shireen L Rizvi
As the popularity of dialectical behavior therapy (DBT) grows, so does its use with increasingly diverse groups of clients. In this article, we demonstrate that DBT in its standard form can incorporate the sequelae of oppression as a target of treatment by providing clients with skills to identify oppression and its impact while responding effectively. To support the use of DBT with individuals experiencing emotion/behavior dysregulation and oppression, we review how each of the primary strategies of DBT can be used within the context of oppression. Specifically, we discuss how dialectical philosophy, the acceptance/change dialectic, communication strategies, and case management strategies can be viewed through an oppression lens. A brief review of DBT research with historically oppressed populations and common pitfalls in treating oppressed individuals is presented. As research in examining and adapting DBT for minoritized groups continues to catch up to clinical need, guidance is presented here for researchers and clinicians interested in using this empirically supported treatment in communities that experience oppression. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
{"title":"Considerations for the use of dialectical behavior therapy for individuals experiencing oppression.","authors":"Linda A Oshin, Shireen L Rizvi","doi":"10.1037/pst0000541","DOIUrl":"10.1037/pst0000541","url":null,"abstract":"<p><p>As the popularity of dialectical behavior therapy (DBT) grows, so does its use with increasingly diverse groups of clients. In this article, we demonstrate that DBT in its standard form can incorporate the sequelae of oppression as a target of treatment by providing clients with skills to identify oppression and its impact while responding effectively. To support the use of DBT with individuals experiencing emotion/behavior dysregulation and oppression, we review how each of the primary strategies of DBT can be used within the context of oppression. Specifically, we discuss how dialectical philosophy, the acceptance/change dialectic, communication strategies, and case management strategies can be viewed through an oppression lens. A brief review of DBT research with historically oppressed populations and common pitfalls in treating oppressed individuals is presented. As research in examining and adapting DBT for minoritized groups continues to catch up to clinical need, guidance is presented here for researchers and clinicians interested in using this empirically supported treatment in communities that experience oppression. (PsycInfo Database Record (c) 2024 APA, all rights reserved).</p>","PeriodicalId":20910,"journal":{"name":"Psychotherapy","volume":" ","pages":"282-291"},"PeriodicalIF":3.9,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12025291/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142073750","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Attachment has mostly been investigated as a stable characteristic of individuals, although theoretical considerations and recent empirical findings suggest that attachment styles are also subject to change. When attachment is investigated as a treatment factor in psychotherapy, state and trait characteristics need to be differentiated, as they warrant different conclusions. This study examined the trait- and statelike characteristics of attachment styles over the course of inpatient psychotherapy as predictors of treatment outcome. A total of N = 419 patients provided weekly measurements of attachment styles and symptoms for up to 8 weeks of inpatient psychotherapy. Data were analyzed in multilevel longitudinal models controlling for rolling admissions and weekly changes in group membership. Over the course of treatment, patients' attachment styles became more secure and less fearful-avoidant. Trait attachment security as well as gains in attachment security predicted better outcomes, while trait preoccupied and fearful-avoidant attachment as well as increases in attachment preoccupation and anxiety predicted worse outcomes. Findings imply that attachment security may grow during a relatively short inpatient treatment period and both trait attachment styles as well as changes in attachment styles predict outcome. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
依恋大多是作为个人的一种稳定特征来研究的,尽管理论上的考虑和最近的实证研究结果表明,依恋风格也会发生变化。当把依恋作为心理治疗中的一个治疗因素进行研究时,需要区分状态特征和特质特征,因为它们需要得出不同的结论。本研究考察了住院心理治疗过程中依恋风格的特质和状态特征,以此预测治疗结果。在长达8周的住院心理治疗过程中,共有N = 419名患者提供了依恋风格和症状的每周测量数据。在多层次纵向模型中对数据进行了分析,并对滚动入院和小组成员的每周变化进行了控制。在治疗过程中,患者的依恋风格变得更加安全,恐惧-回避情绪减少。特质依恋安全感和依恋安全感的提高预示着更好的治疗效果,而特质先入为主和恐惧回避型依恋以及依恋先入为主和焦虑的增加预示着更差的治疗效果。研究结果表明,依恋安全感可能会在相对较短的住院治疗期间增强,而特质依恋风格以及依恋风格的变化都能预测治疗结果。(PsycInfo Database Record (c) 2024 APA, 版权所有)。
{"title":"State and trait characteristics of attachment as predictors of outcome in inpatient psychotherapy.","authors":"Simone Jennissen, Matthias Volz, Henning Schauenburg, Ulrike Dinger","doi":"10.1037/pst0000529","DOIUrl":"10.1037/pst0000529","url":null,"abstract":"<p><p>Attachment has mostly been investigated as a stable characteristic of individuals, although theoretical considerations and recent empirical findings suggest that attachment styles are also subject to change. When attachment is investigated as a treatment factor in psychotherapy, state and trait characteristics need to be differentiated, as they warrant different conclusions. This study examined the trait- and statelike characteristics of attachment styles over the course of inpatient psychotherapy as predictors of treatment outcome. A total of <i>N</i> = 419 patients provided weekly measurements of attachment styles and symptoms for up to 8 weeks of inpatient psychotherapy. Data were analyzed in multilevel longitudinal models controlling for rolling admissions and weekly changes in group membership. Over the course of treatment, patients' attachment styles became more secure and less fearful-avoidant. Trait attachment security as well as gains in attachment security predicted better outcomes, while trait preoccupied and fearful-avoidant attachment as well as increases in attachment preoccupation and anxiety predicted worse outcomes. Findings imply that attachment security may grow during a relatively short inpatient treatment period and both trait attachment styles as well as changes in attachment styles predict outcome. (PsycInfo Database Record (c) 2024 APA, all rights reserved).</p>","PeriodicalId":20910,"journal":{"name":"Psychotherapy","volume":" ","pages":"212-221"},"PeriodicalIF":3.9,"publicationDate":"2024-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141082289","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}