{"title":"The Promise and Challenges of Practice-Oriented Research: A Commentary on the Special Issue","authors":"Giorgio A. Tasca","doi":"10.1007/s10488-024-01370-6","DOIUrl":null,"url":null,"abstract":"<div><p>At the centre of POR is the concept of collaboration between patients, therapists, agencies, and third-party payers. For this commentary, I review the articles of the special issue with attention to both the opportunities and challenges offered by practice-oriented research (POR). I also reviewed some previous research on practice-research networks and how that research might inform POR. The use of routine outcome monitoring (ROM), artificial intelligence (AI), and program evaluation (PE) models show promise for advancing POR. However, each comes with its challenges. The use of ROM to improve patient outcomes has research support. However, researchers have identified problems with implementing ROM because of low uptake by clinicians and because clinicians may see ROM as a potential intrusion. AI shows promise to improve patient outcomes by potentially providing therapists with immediate and nuanced data to inform interventions and interpersonal stances specific to each patient. However, the scaling up of AI runs the risk of dehumanizing psychological interventions. PE may provide a context for allowing therapists to engage in POR to address real-world processes and outcomes of mental health interventions. However, like ROM PE faces the challenge of trust among clinicians and patients who may be reluctant to participate. Despite these challenges, and because of efforts to nurture and maintain respectful collaborations, articles in this special issue highlight how POR can play a pivotal role in bridging the gap between theory and practice.</p></div>","PeriodicalId":2,"journal":{"name":"ACS Applied Bio Materials","volume":null,"pages":null},"PeriodicalIF":4.6000,"publicationDate":"2024-04-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACS Applied Bio Materials","FirstCategoryId":"3","ListUrlMain":"https://link.springer.com/article/10.1007/s10488-024-01370-6","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MATERIALS SCIENCE, BIOMATERIALS","Score":null,"Total":0}
引用次数: 0
Abstract
At the centre of POR is the concept of collaboration between patients, therapists, agencies, and third-party payers. For this commentary, I review the articles of the special issue with attention to both the opportunities and challenges offered by practice-oriented research (POR). I also reviewed some previous research on practice-research networks and how that research might inform POR. The use of routine outcome monitoring (ROM), artificial intelligence (AI), and program evaluation (PE) models show promise for advancing POR. However, each comes with its challenges. The use of ROM to improve patient outcomes has research support. However, researchers have identified problems with implementing ROM because of low uptake by clinicians and because clinicians may see ROM as a potential intrusion. AI shows promise to improve patient outcomes by potentially providing therapists with immediate and nuanced data to inform interventions and interpersonal stances specific to each patient. However, the scaling up of AI runs the risk of dehumanizing psychological interventions. PE may provide a context for allowing therapists to engage in POR to address real-world processes and outcomes of mental health interventions. However, like ROM PE faces the challenge of trust among clinicians and patients who may be reluctant to participate. Despite these challenges, and because of efforts to nurture and maintain respectful collaborations, articles in this special issue highlight how POR can play a pivotal role in bridging the gap between theory and practice.
以实践为导向的研究(POR)的核心是患者、治疗师、机构和第三方付款人之间的合作理念。在这篇评论中,我回顾了特刊中的文章,关注以实践为导向的研究(POR)带来的机遇和挑战。我还回顾了以前关于实践研究网络的一些研究,以及这些研究如何为 POR 提供信息。常规成果监测(ROM)、人工智能(AI)和项目评估(PE)模型的使用为推进 POR 带来了希望。然而,每种方法都面临着挑战。使用 ROM 改善患者预后得到了研究支持。然而,研究人员发现,由于临床医生对 ROM 的接受程度较低,而且临床医生可能会将 ROM 视为一种潜在的干扰,因此在实施 ROM 方面存在一些问题。人工智能有望为治疗师提供即时、细致的数据,为干预措施和针对每位患者的人际交往提供依据,从而改善患者的治疗效果。然而,扩大人工智能的规模有可能使心理干预非人性化。心理健康教育可以提供一个环境,让治疗师参与 POR,以解决现实世界中心理健康干预的过程和结果。然而,与 ROM 一样,PE 也面临着临床医生和患者之间信任的挑战,他们可能不愿意参与。尽管存在这些挑战,由于努力培养和保持相互尊重的合作关系,本特刊中的文章强调了 POR 如何在弥合理论与实践之间的差距方面发挥关键作用。